{ "cells": [ { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "notes" }, "tags": [] }, "source": [ "# Simplified detection of urban types\n", "\n", "Example adapted from the [SDSC 2021 Workshop](https://github.com/martinfleis/sdsc21-workshop) led by Martin Fleischmann. You can see the recording of the workshop on [YouTube](https://www.youtube.com/watch?v=itUX56Ks1UE).\n", "\n", "This example illustrates the potential of morphometrics captured by `momepy` in capturing the structure of cities. We will pick a town, fetch its data from the OpenStreetMap, and analyse it to detect individual types of urban structure within it.\n", "\n", "This method is only illustrative and is based on the more extensive one published by Fleischmann et al. (2021) available from [https://github.com/martinfleis/numerical-taxonomy-paper](https://github.com/martinfleis/numerical-taxonomy-paper).\n", "\n", "> Fleischmann M, Feliciotti A, Romice O and Porta S (2021) Methodological Foundation of a Numerical Taxonomy of Urban Form. Environment and Planning B: Urban Analytics and City Science, doi: 10.1177/23998083211059835\n", "\n", "It depends on the following packages:\n", "\n", "```\n", "- momepy\n", "- osmnx\n", "- clustergram\n", "- bokeh\n", "- scikit-learn\n", "- geopy\n", "- ipywidgets\n", "```\n" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "slideshow": { "slide_type": "skip" }, "tags": [] }, "outputs": [ { "data": { "text/html": [ "\n", "
\n", " \n", " Loading BokehJS ...\n", "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/javascript": [ "\n", "(function(root) {\n", " function now() {\n", " return new Date();\n", " }\n", "\n", " const force = true;\n", "\n", " if (typeof root._bokeh_onload_callbacks === \"undefined\" || force === true) {\n", " root._bokeh_onload_callbacks = [];\n", " root._bokeh_is_loading = undefined;\n", " }\n", "\n", " const JS_MIME_TYPE = 'application/javascript';\n", " const HTML_MIME_TYPE = 'text/html';\n", " const EXEC_MIME_TYPE = 'application/vnd.bokehjs_exec.v0+json';\n", " const CLASS_NAME = 'output_bokeh rendered_html';\n", "\n", " /**\n", " * Render data to the DOM node\n", " */\n", " function render(props, node) {\n", " const script = document.createElement(\"script\");\n", " node.appendChild(script);\n", " }\n", "\n", " /**\n", " * Handle when an output is cleared or removed\n", " */\n", " function handleClearOutput(event, handle) {\n", " const cell = handle.cell;\n", "\n", " const id = cell.output_area._bokeh_element_id;\n", " const server_id = cell.output_area._bokeh_server_id;\n", " // Clean up Bokeh references\n", " if (id != null && id in Bokeh.index) {\n", " Bokeh.index[id].model.document.clear();\n", " delete Bokeh.index[id];\n", " }\n", "\n", " if (server_id !== undefined) {\n", " // Clean up Bokeh references\n", " const cmd_clean = \"from bokeh.io.state import curstate; print(curstate().uuid_to_server['\" + server_id + \"'].get_sessions()[0].document.roots[0]._id)\";\n", " cell.notebook.kernel.execute(cmd_clean, {\n", " iopub: {\n", " output: function(msg) {\n", " const id = msg.content.text.trim();\n", " if (id in Bokeh.index) {\n", " Bokeh.index[id].model.document.clear();\n", " delete Bokeh.index[id];\n", " }\n", " }\n", " }\n", " });\n", " // Destroy server and session\n", " const cmd_destroy = \"import bokeh.io.notebook as ion; ion.destroy_server('\" + server_id + \"')\";\n", " cell.notebook.kernel.execute(cmd_destroy);\n", " }\n", " }\n", "\n", " /**\n", " * Handle when a new output is added\n", " */\n", " function handleAddOutput(event, handle) {\n", " const output_area = handle.output_area;\n", " const output = handle.output;\n", "\n", " // limit handleAddOutput to display_data with EXEC_MIME_TYPE content only\n", " if ((output.output_type != \"display_data\") || (!Object.prototype.hasOwnProperty.call(output.data, EXEC_MIME_TYPE))) {\n", " return\n", " }\n", "\n", " const toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n", "\n", " if (output.metadata[EXEC_MIME_TYPE][\"id\"] !== undefined) {\n", " toinsert[toinsert.length - 1].firstChild.textContent = output.data[JS_MIME_TYPE];\n", " // store reference to embed id on output_area\n", " output_area._bokeh_element_id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n", " }\n", " if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n", " const bk_div = document.createElement(\"div\");\n", " bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n", " const script_attrs = bk_div.children[0].attributes;\n", " for (let i = 0; i < script_attrs.length; i++) {\n", " toinsert[toinsert.length - 1].firstChild.setAttribute(script_attrs[i].name, script_attrs[i].value);\n", " toinsert[toinsert.length - 1].firstChild.textContent = bk_div.children[0].textContent\n", " }\n", " // store reference to server id on output_area\n", " output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n", " }\n", " }\n", "\n", " function register_renderer(events, OutputArea) {\n", "\n", " function append_mime(data, metadata, element) {\n", " // create a DOM node to render to\n", " const toinsert = this.create_output_subarea(\n", " metadata,\n", " CLASS_NAME,\n", " EXEC_MIME_TYPE\n", " );\n", " this.keyboard_manager.register_events(toinsert);\n", " // Render to node\n", " const props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n", " render(props, toinsert[toinsert.length - 1]);\n", " element.append(toinsert);\n", " return toinsert\n", " }\n", "\n", " /* Handle when an output is cleared or removed */\n", " events.on('clear_output.CodeCell', handleClearOutput);\n", " events.on('delete.Cell', handleClearOutput);\n", "\n", " /* Handle when a new output is added */\n", " events.on('output_added.OutputArea', handleAddOutput);\n", "\n", " /**\n", " * Register the mime type and append_mime function with output_area\n", " */\n", " OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n", " /* Is output safe? */\n", " safe: true,\n", " /* Index of renderer in `output_area.display_order` */\n", " index: 0\n", " });\n", " }\n", "\n", " // register the mime type if in Jupyter Notebook environment and previously unregistered\n", " if (root.Jupyter !== undefined) {\n", " const events = require('base/js/events');\n", " const OutputArea = require('notebook/js/outputarea').OutputArea;\n", "\n", " if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n", " register_renderer(events, OutputArea);\n", " }\n", " }\n", "\n", " \n", " if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n", " root._bokeh_timeout = Date.now() + 5000;\n", " root._bokeh_failed_load = false;\n", " }\n", "\n", " const NB_LOAD_WARNING = {'data': {'text/html':\n", " \"
\\n\"+\n", " \"

\\n\"+\n", " \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n", " \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n", " \"

\\n\"+\n", " \"\\n\"+\n", " \"\\n\"+\n", " \"from bokeh.resources import INLINE\\n\"+\n", " \"output_notebook(resources=INLINE)\\n\"+\n", " \"\\n\"+\n", " \"
\"}};\n", "\n", " function display_loaded() {\n", " const el = document.getElementById(\"1002\");\n", " if (el != null) {\n", " el.textContent = \"BokehJS is loading...\";\n", " }\n", " if (root.Bokeh !== undefined) {\n", " if (el != null) {\n", " el.textContent = \"BokehJS \" + root.Bokeh.version + \" successfully loaded.\";\n", " }\n", " } else if (Date.now() < root._bokeh_timeout) {\n", " setTimeout(display_loaded, 100)\n", " }\n", " }\n", "\n", "\n", " function run_callbacks() {\n", " try {\n", " root._bokeh_onload_callbacks.forEach(function(callback) {\n", " if (callback != null)\n", " callback();\n", " });\n", " } finally {\n", " delete root._bokeh_onload_callbacks\n", " }\n", " console.debug(\"Bokeh: all callbacks have finished\");\n", " }\n", "\n", " function load_libs(css_urls, js_urls, callback) {\n", " if (css_urls == null) css_urls = [];\n", " if (js_urls == null) js_urls = [];\n", "\n", " root._bokeh_onload_callbacks.push(callback);\n", " if (root._bokeh_is_loading > 0) {\n", " console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n", " return null;\n", " }\n", " if (js_urls == null || js_urls.length === 0) {\n", " run_callbacks();\n", " return null;\n", " }\n", " console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n", " root._bokeh_is_loading = css_urls.length + js_urls.length;\n", "\n", " function on_load() {\n", " root._bokeh_is_loading--;\n", " if (root._bokeh_is_loading === 0) {\n", " console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n", " run_callbacks()\n", " }\n", " }\n", "\n", " function on_error(url) {\n", " console.error(\"failed to load \" + url);\n", " }\n", "\n", " for (let i = 0; i < css_urls.length; i++) {\n", " const url = css_urls[i];\n", " const element = document.createElement(\"link\");\n", " element.onload = on_load;\n", " element.onerror = on_error.bind(null, url);\n", " element.rel = \"stylesheet\";\n", " element.type = \"text/css\";\n", " element.href = url;\n", " console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n", " document.body.appendChild(element);\n", " }\n", "\n", " for (let i = 0; i < js_urls.length; i++) {\n", " const url = js_urls[i];\n", " const element = document.createElement('script');\n", " element.onload = on_load;\n", " element.onerror = on_error.bind(null, url);\n", " element.async = false;\n", " element.src = url;\n", " console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n", " document.head.appendChild(element);\n", " }\n", " };\n", "\n", " function inject_raw_css(css) {\n", " const element = document.createElement(\"style\");\n", " element.appendChild(document.createTextNode(css));\n", " document.body.appendChild(element);\n", " }\n", "\n", " \n", " const js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-2.4.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-2.4.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-2.4.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-2.4.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-mathjax-2.4.2.min.js\"];\n", " const css_urls = [];\n", " \n", "\n", " const inline_js = [\n", " function(Bokeh) {\n", " Bokeh.set_log_level(\"info\");\n", " },\n", " function(Bokeh) {\n", " \n", " \n", " }\n", " ];\n", "\n", " function run_inline_js() {\n", " \n", " if (root.Bokeh !== undefined || force === true) {\n", " \n", " for (let i = 0; i < inline_js.length; i++) {\n", " inline_js[i].call(root, root.Bokeh);\n", " }\n", " if (force === true) {\n", " display_loaded();\n", " }} else if (Date.now() < root._bokeh_timeout) {\n", " setTimeout(run_inline_js, 100);\n", " } else if (!root._bokeh_failed_load) {\n", " console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n", " root._bokeh_failed_load = true;\n", " } else if (force !== true) {\n", " const cell = $(document.getElementById(\"1002\")).parents('.cell').data().cell;\n", " cell.output_area.append_execute_result(NB_LOAD_WARNING)\n", " }\n", "\n", " }\n", "\n", " if (root._bokeh_is_loading === 0) {\n", " console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n", " run_inline_js();\n", " } else {\n", " load_libs(css_urls, js_urls, function() {\n", " console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n", " run_inline_js();\n", " });\n", " }\n", "}(window));" ], "application/vnd.bokehjs_load.v0+json": "\n(function(root) {\n function now() {\n return new Date();\n }\n\n const force = true;\n\n if (typeof root._bokeh_onload_callbacks === \"undefined\" || force === true) {\n root._bokeh_onload_callbacks = [];\n root._bokeh_is_loading = undefined;\n }\n\n \n\n \n if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n root._bokeh_timeout = Date.now() + 5000;\n root._bokeh_failed_load = false;\n }\n\n const NB_LOAD_WARNING = {'data': {'text/html':\n \"
\\n\"+\n \"

\\n\"+\n \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n \"

\\n\"+\n \"\\n\"+\n \"\\n\"+\n \"from bokeh.resources import INLINE\\n\"+\n \"output_notebook(resources=INLINE)\\n\"+\n \"\\n\"+\n \"
\"}};\n\n function display_loaded() {\n const el = document.getElementById(\"1002\");\n if (el != null) {\n el.textContent = \"BokehJS is loading...\";\n }\n if (root.Bokeh !== undefined) {\n if (el != null) {\n el.textContent = \"BokehJS \" + root.Bokeh.version + \" successfully loaded.\";\n }\n } else if (Date.now() < root._bokeh_timeout) {\n setTimeout(display_loaded, 100)\n }\n }\n\n\n function run_callbacks() {\n try {\n root._bokeh_onload_callbacks.forEach(function(callback) {\n if (callback != null)\n callback();\n });\n } finally {\n delete root._bokeh_onload_callbacks\n }\n console.debug(\"Bokeh: all callbacks have finished\");\n }\n\n function load_libs(css_urls, js_urls, callback) {\n if (css_urls == null) css_urls = [];\n if (js_urls == null) js_urls = [];\n\n root._bokeh_onload_callbacks.push(callback);\n if (root._bokeh_is_loading > 0) {\n console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n return null;\n }\n if (js_urls == null || js_urls.length === 0) {\n run_callbacks();\n return null;\n }\n console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n root._bokeh_is_loading = css_urls.length + js_urls.length;\n\n function on_load() {\n root._bokeh_is_loading--;\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n run_callbacks()\n }\n }\n\n function on_error(url) {\n console.error(\"failed to load \" + url);\n }\n\n for (let i = 0; i < css_urls.length; i++) {\n const url = css_urls[i];\n const element = document.createElement(\"link\");\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.rel = \"stylesheet\";\n element.type = \"text/css\";\n element.href = url;\n console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n document.body.appendChild(element);\n }\n\n for (let i = 0; i < js_urls.length; i++) {\n const url = js_urls[i];\n const element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.async = false;\n element.src = url;\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n };\n\n function inject_raw_css(css) {\n const element = document.createElement(\"style\");\n element.appendChild(document.createTextNode(css));\n document.body.appendChild(element);\n }\n\n \n const js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-2.4.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-2.4.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-2.4.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-2.4.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-mathjax-2.4.2.min.js\"];\n const css_urls = [];\n \n\n const inline_js = [\n function(Bokeh) {\n Bokeh.set_log_level(\"info\");\n },\n function(Bokeh) {\n \n \n }\n ];\n\n function run_inline_js() {\n \n if (root.Bokeh !== undefined || force === true) {\n \n for (let i = 0; i < inline_js.length; i++) {\n inline_js[i].call(root, root.Bokeh);\n }\n if (force === true) {\n display_loaded();\n }} else if (Date.now() < root._bokeh_timeout) {\n setTimeout(run_inline_js, 100);\n } else if (!root._bokeh_failed_load) {\n console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n root._bokeh_failed_load = true;\n } else if (force !== true) {\n const cell = $(document.getElementById(\"1002\")).parents('.cell').data().cell;\n cell.output_area.append_execute_result(NB_LOAD_WARNING)\n }\n\n }\n\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n run_inline_js();\n } else {\n load_libs(css_urls, js_urls, function() {\n console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n run_inline_js();\n });\n }\n}(window));" }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import warnings\n", "\n", "import geopandas\n", "import libpysal\n", "import momepy\n", "import osmnx\n", "import pandas\n", "\n", "from clustergram import Clustergram\n", "\n", "import matplotlib.pyplot as plt\n", "from bokeh.io import output_notebook\n", "from bokeh.plotting import show\n", "\n", "output_notebook()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Pick a place, ideally a town with a good coverage in OpenStreetMap and its local CRS." ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [], "source": [ "place = 'Znojmo, Czechia'\n", "local_crs = 5514" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can interactively explore the place we just selected." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
Make this Notebook Trusted to load map: File -> Trust Notebook
" ], "text/plain": [ "" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "geopandas.tools.geocode(place).explore()" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "## Input data\n", "\n", "We can use ``OSMnx`` to quickly download data from OpenStreetMap. If you intend to download larger areas, we recommend using ``pyrosm`` instead." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Buildings" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "slideshow": { "slide_type": "subslide" }, "tags": [] }, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
amenitygeometrytourismbrandbrand:wikidatabrand:wikipedianameoperatoroperator:wikidataoperator:wikipedia...voltagesource_1pillboxname:signedbuilding:partrefmin_heightwaystypeemergency
element_typeosmid
node3749294087place_of_worshipPOINT (16.04696 48.85305)NaNNaNNaNNaNNaNNaNNaNNaN...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
4756492121place_of_worshipPOINT (16.02817 48.83953)NaNNaNNaNNaNNaNNaNNaNNaN...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
6898265457NaNPOINT (16.01186 48.85677)NaNNaNNaNNaNNaNNaNNaNNaN...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
way50293678place_of_worshipPOLYGON ((16.03814 48.85812, 16.03814 48.85814...NaNNaNNaNNaNsv. AntonínNaNNaNNaN...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
50293682place_of_worshipPOLYGON ((16.03830 48.85657, 16.03833 48.85659...NaNNaNNaNNaNEliášova kapleNaNNaNNaN...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
\n", "

5 rows × 91 columns

\n", "
" ], "text/plain": [ " amenity \\\n", "element_type osmid \n", "node 3749294087 place_of_worship \n", " 4756492121 place_of_worship \n", " 6898265457 NaN \n", "way 50293678 place_of_worship \n", " 50293682 place_of_worship \n", "\n", " geometry \\\n", "element_type osmid \n", "node 3749294087 POINT (16.04696 48.85305) \n", " 4756492121 POINT (16.02817 48.83953) \n", " 6898265457 POINT (16.01186 48.85677) \n", "way 50293678 POLYGON ((16.03814 48.85812, 16.03814 48.85814... \n", " 50293682 POLYGON ((16.03830 48.85657, 16.03833 48.85659... \n", "\n", " tourism brand brand:wikidata brand:wikipedia \\\n", "element_type osmid \n", "node 3749294087 NaN NaN NaN NaN \n", " 4756492121 NaN NaN NaN NaN \n", " 6898265457 NaN NaN NaN NaN \n", "way 50293678 NaN NaN NaN NaN \n", " 50293682 NaN NaN NaN NaN \n", "\n", " name operator operator:wikidata \\\n", "element_type osmid \n", "node 3749294087 NaN NaN NaN \n", " 4756492121 NaN NaN NaN \n", " 6898265457 NaN NaN NaN \n", "way 50293678 sv. Antonín NaN NaN \n", " 50293682 Eliášova kaple NaN NaN \n", "\n", " operator:wikipedia ... voltage source_1 pillbox \\\n", "element_type osmid ... \n", "node 3749294087 NaN ... NaN NaN NaN \n", " 4756492121 NaN ... NaN NaN NaN \n", " 6898265457 NaN ... NaN NaN NaN \n", "way 50293678 NaN ... NaN NaN NaN \n", " 50293682 NaN ... NaN NaN NaN \n", "\n", " name:signed building:part ref min_height ways type \\\n", "element_type osmid \n", "node 3749294087 NaN NaN NaN NaN NaN NaN \n", " 4756492121 NaN NaN NaN NaN NaN NaN \n", " 6898265457 NaN NaN NaN NaN NaN NaN \n", "way 50293678 NaN NaN NaN NaN NaN NaN \n", " 50293682 NaN NaN NaN NaN NaN NaN \n", "\n", " emergency \n", "element_type osmid \n", "node 3749294087 NaN \n", " 4756492121 NaN \n", " 6898265457 NaN \n", "way 50293678 NaN \n", " 50293682 NaN \n", "\n", "[5 rows x 91 columns]" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "buildings = osmnx.geometries.geometries_from_place(place, tags={'building':True})\n", "buildings.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The OSM input may need a bit of cleaning to ensure only proper polygons are kept." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Polygon 12127\n", "Point 3\n", "dtype: int64" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "buildings.geom_type.value_counts()" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "buildings = buildings[buildings.geom_type == \"Polygon\"].reset_index(drop=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And we should re-project the data from WGS84 to the local projection in meters (momepy default values assume meters not feet or degrees). We will also drop unnecessary columns." ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "slideshow": { "slide_type": "fragment" }, "tags": [] }, "outputs": [], "source": [ "buildings = buildings[[\"geometry\"]].to_crs(local_crs)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Finally, we can assign unique ID to each row." ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "slideshow": { "slide_type": "fragment" } }, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
geometryuID
0POLYGON ((-643743.474 -1193358.749, -643743.30...0
1POLYGON ((-643751.446 -1193530.633, -643749.37...1
2POLYGON ((-643281.601 -1193130.831, -643283.76...2
3POLYGON ((-643381.904 -1193174.697, -643388.48...3
4POLYGON ((-643370.450 -1193130.215, -643398.26...4
\n", "
" ], "text/plain": [ " geometry uID\n", "0 POLYGON ((-643743.474 -1193358.749, -643743.30... 0\n", "1 POLYGON ((-643751.446 -1193530.633, -643749.37... 1\n", "2 POLYGON ((-643281.601 -1193130.831, -643283.76... 2\n", "3 POLYGON ((-643381.904 -1193174.697, -643388.48... 3\n", "4 POLYGON ((-643370.450 -1193130.215, -643398.26... 4" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "buildings[\"uID\"] = range(len(buildings))\n", "buildings.head()" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "subslide" }, "tags": [] }, "source": [ "### Streets\n", "\n", "Similar operations are done with streets." ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "slideshow": { "slide_type": "subslide" } }, "outputs": [], "source": [ "osm_graph = osmnx.graph_from_place(place, network_type='drive')\n", "osm_graph = osmnx.projection.project_graph(osm_graph, to_crs=local_crs)\n", "streets = osmnx.graph_to_gdfs(\n", " osm_graph, \n", " nodes=False, \n", " edges=True,\n", " node_geometry=False, \n", " fill_edge_geometry=True\n", ")" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
osmidrefnamehighwayonewaylengthgeometrymaxspeedlanesbridgejunctionwidthtunnelaccess
uvkey
74103628639231391033733060361PřímětickásecondaryFalse24.574LINESTRING (-643239.057 -1192850.232, -643229....NaNNaNNaNNaNNaNNaNNaN
3775990798033733060361PřímětickásecondaryFalse60.354LINESTRING (-643239.057 -1192850.232, -643241....NaNNaNNaNNaNNaNNaNNaN
63923139174103628033733060361PřímětickásecondaryFalse24.574LINESTRING (-643229.639 -1192872.949, -643239....NaNNaNNaNNaNNaNNaNNaN
74142638033733060361PřímětickásecondaryFalse54.260LINESTRING (-643229.639 -1192872.949, -643219....NaNNaNNaNNaNNaNNaNNaN
639231314050313241NaNMičurinovaresidentialTrue101.376LINESTRING (-643229.639 -1192872.949, -643233....NaNNaNNaNNaNNaNNaNNaN
\n", "
" ], "text/plain": [ " osmid ref name highway oneway \\\n", "u v key \n", "74103628 639231391 0 33733060 361 Přímětická secondary False \n", " 3775990798 0 33733060 361 Přímětická secondary False \n", "639231391 74103628 0 33733060 361 Přímětická secondary False \n", " 74142638 0 33733060 361 Přímětická secondary False \n", " 639231314 0 50313241 NaN Mičurinova residential True \n", "\n", " length \\\n", "u v key \n", "74103628 639231391 0 24.574 \n", " 3775990798 0 60.354 \n", "639231391 74103628 0 24.574 \n", " 74142638 0 54.260 \n", " 639231314 0 101.376 \n", "\n", " geometry \\\n", "u v key \n", "74103628 639231391 0 LINESTRING (-643239.057 -1192850.232, -643229.... \n", " 3775990798 0 LINESTRING (-643239.057 -1192850.232, -643241.... \n", "639231391 74103628 0 LINESTRING (-643229.639 -1192872.949, -643239.... \n", " 74142638 0 LINESTRING (-643229.639 -1192872.949, -643219.... \n", " 639231314 0 LINESTRING (-643229.639 -1192872.949, -643233.... \n", "\n", " maxspeed lanes bridge junction width tunnel access \n", "u v key \n", "74103628 639231391 0 NaN NaN NaN NaN NaN NaN NaN \n", " 3775990798 0 NaN NaN NaN NaN NaN NaN NaN \n", "639231391 74103628 0 NaN NaN NaN NaN NaN NaN NaN \n", " 74142638 0 NaN NaN NaN NaN NaN NaN NaN \n", " 639231314 0 NaN NaN NaN NaN NaN NaN NaN " ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "streets.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can also do some preprocessing using momepy to ensure we have proper network topology." ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "slideshow": { "slide_type": "fragment" } }, "outputs": [], "source": [ "streets = momepy.remove_false_nodes(streets)\n", "streets = streets[[\"geometry\"]]\n", "streets[\"nID\"] = range(len(streets))" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
geometrynID
0LINESTRING (-643239.057 -1192850.232, -643229....0
1LINESTRING (-643239.057 -1192850.232, -643241....1
2LINESTRING (-643229.639 -1192872.949, -643239....2
3LINESTRING (-643229.639 -1192872.949, -643219....3
4LINESTRING (-643229.639 -1192872.949, -643233....4
\n", "
" ], "text/plain": [ " geometry nID\n", "0 LINESTRING (-643239.057 -1192850.232, -643229.... 0\n", "1 LINESTRING (-643239.057 -1192850.232, -643241.... 1\n", "2 LINESTRING (-643229.639 -1192872.949, -643239.... 2\n", "3 LINESTRING (-643229.639 -1192872.949, -643219.... 3\n", "4 LINESTRING (-643229.639 -1192872.949, -643233.... 4" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "streets.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Generated data" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "### Tessellation\n", "\n", "Given building footprints:" ] }, { "cell_type": "markdown", "metadata": { "tags": [] }, "source": [ "![blg](http://docs.momepy.org/en/stable/_images/user_guide_elements_tessellation_3_0.png)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can generate a spatial unit using morphological tessellation:" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "![tess](http://docs.momepy.org/en/stable/_images/user_guide_elements_tessellation_14_0.png)" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "slideshow": { "slide_type": "subslide" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/martin/mambaforge/envs/stable/lib/python3.9/site-packages/momepy/elements.py:383: UserWarning: Tessellation does not fully match buildings. 23 element(s) collapsed during generation - unique_id: {11652, 11653, 10630, 11660, 4237, 4245, 4248, 3999, 11431, 11432, 4009, 4275, 4278, 4282, 4283, 4287, 4288, 9177, 10851, 10852, 8682, 4089, 9212}\n", " warnings.warn(\n", "/Users/martin/mambaforge/envs/stable/lib/python3.9/site-packages/momepy/elements.py:394: UserWarning: Tessellation contains MultiPolygon elements. Initial objects should be edited. unique_id of affected elements: [10034, 9864, 4227, 3263, 3196, 11965, 3209, 11168]\n", " warnings.warn(\n" ] } ], "source": [ "limit = momepy.buffered_limit(buildings, 100)\n", "\n", "tessellation = momepy.Tessellation(buildings, \"uID\", limit, verbose=False, segment=1)\n", "tessellation = tessellation.tessellation" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "### Link streets\n", "\n", "Link unique IDs of streets to buildings and tessellation cells based on the nearest neighbor join." ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
geometryuIDindex_rightnID
0POLYGON ((-643743.474 -1193358.749, -643743.30...01048.01048.0
0POLYGON ((-643743.474 -1193358.749, -643743.30...01047.01047.0
1POLYGON ((-643751.446 -1193530.633, -643749.37...11457.01457.0
2POLYGON ((-643281.601 -1193130.831, -643283.76...2243.0243.0
2POLYGON ((-643281.601 -1193130.831, -643283.76...2886.0886.0
\n", "
" ], "text/plain": [ " geometry uID index_right nID\n", "0 POLYGON ((-643743.474 -1193358.749, -643743.30... 0 1048.0 1048.0\n", "0 POLYGON ((-643743.474 -1193358.749, -643743.30... 0 1047.0 1047.0\n", "1 POLYGON ((-643751.446 -1193530.633, -643749.37... 1 1457.0 1457.0\n", "2 POLYGON ((-643281.601 -1193130.831, -643283.76... 2 243.0 243.0\n", "2 POLYGON ((-643281.601 -1193130.831, -643283.76... 2 886.0 886.0" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "buildings = buildings.sjoin_nearest(streets, max_distance=1000, how=\"left\")\n", "buildings.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Clean duplicates and attach the network ID to the tessellation as well." ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "buildings = buildings.drop_duplicates(\"uID\").drop(columns=\"index_right\")\n", "tessellation = tessellation.merge(buildings[['uID', 'nID']], on='uID', how='left')" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "## Measure\n", "\n", "Measure individual morphometric characters. For details see the User Guide and the API reference." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Dimensions" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "slideshow": { "slide_type": "subslide" } }, "outputs": [], "source": [ "buildings[\"area\"] = buildings.area\n", "tessellation[\"area\"] = tessellation.area\n", "streets[\"length\"] = streets.length" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "### Shape" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "slideshow": { "slide_type": "subslide" } }, "outputs": [], "source": [ "buildings['eri'] = momepy.EquivalentRectangularIndex(buildings).series\n", "buildings['elongation'] = momepy.Elongation(buildings).series\n", "tessellation['convexity'] = momepy.Convexity(tessellation).series\n", "streets[\"linearity\"] = momepy.Linearity(streets).series" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 2, figsize=(24, 12))\n", "\n", "buildings.plot(\"eri\", ax=ax[0], scheme=\"natural_breaks\", legend=True)\n", "buildings.plot(\"elongation\", ax=ax[1], scheme=\"natural_breaks\", legend=True)\n", "\n", "ax[0].set_axis_off()\n", "ax[1].set_axis_off()" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 2, figsize=(24, 12))\n", "\n", "tessellation.plot(\"convexity\", ax=ax[0], scheme=\"natural_breaks\", legend=True)\n", "streets.plot(\"linearity\", ax=ax[1], scheme=\"natural_breaks\", legend=True)\n", "\n", "ax[0].set_axis_off()\n", "ax[1].set_axis_off()" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "### Spatial distribution" ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "slideshow": { "slide_type": "subslide" } }, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "buildings[\"shared_walls\"] = momepy.SharedWallsRatio(buildings).series\n", "buildings.plot(\"shared_walls\", figsize=(12, 12), scheme=\"natural_breaks\", legend=True).set_axis_off()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Generate spatial weights matrix using `libpysal`." ] }, { "cell_type": "code", "execution_count": 21, "metadata": { "slideshow": { "slide_type": "subslide" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/martin/mambaforge/envs/stable/lib/python3.9/site-packages/libpysal/weights/_contW_lists.py:29: ShapelyDeprecationWarning: Iteration over multi-part geometries is deprecated and will be removed in Shapely 2.0. Use the `geoms` property to access the constituent parts of a multi-part geometry.\n", " return list(it.chain(*(list(zip(*shape.coords.xy)) for shape in shape)))\n", "/Users/martin/mambaforge/envs/stable/lib/python3.9/site-packages/libpysal/weights/_contW_lists.py:31: ShapelyDeprecationWarning: Iteration over multi-part geometries is deprecated and will be removed in Shapely 2.0. Use the `geoms` property to access the constituent parts of a multi-part geometry.\n", " return list(it.chain(*(_get_boundary_points(part.boundary) for part in shape)))\n" ] } ], "source": [ "queen_1 = libpysal.weights.contiguity.Queen.from_dataframe(tessellation, ids=\"uID\", silence_warnings=True)" ] }, { "cell_type": "code", "execution_count": 22, "metadata": { "slideshow": { "slide_type": "subslide" }, "tags": [] }, "outputs": [], "source": [ "tessellation[\"neighbors\"] = momepy.Neighbors(tessellation, queen_1, \"uID\", weighted=True, verbose=False).series\n", "tessellation[\"covered_area\"] = momepy.CoveredArea(tessellation, queen_1, \"uID\", verbose=False).series\n", "\n", "with warnings.catch_warnings():\n", " warnings.simplefilter(\"ignore\")\n", " \n", " buildings[\"neighbor_distance\"] = momepy.NeighborDistance(buildings, queen_1, \"uID\", verbose=False).series" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 2, figsize=(24, 12))\n", "\n", "buildings.plot(\"neighbor_distance\", ax=ax[0], scheme=\"natural_breaks\", legend=True)\n", "tessellation.plot(\"covered_area\", ax=ax[1], scheme=\"natural_breaks\", legend=True)\n", "\n", "ax[0].set_axis_off()\n", "ax[1].set_axis_off()" ] }, { "cell_type": "code", "execution_count": 24, "metadata": { "slideshow": { "slide_type": "subslide" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/martin/mambaforge/envs/stable/lib/python3.9/site-packages/libpysal/weights/_contW_lists.py:29: ShapelyDeprecationWarning: Iteration over multi-part geometries is deprecated and will be removed in Shapely 2.0. Use the `geoms` property to access the constituent parts of a multi-part geometry.\n", " return list(it.chain(*(list(zip(*shape.coords.xy)) for shape in shape)))\n" ] } ], "source": [ "queen_3 = momepy.sw_high(k=3, weights=queen_1)\n", "buildings_q1 = libpysal.weights.contiguity.Queen.from_dataframe(buildings, silence_warnings=True)\n", "\n", "buildings['interbuilding_distance'] = momepy.MeanInterbuildingDistance(buildings, queen_1, 'uID', queen_3, verbose=False).series\n", "buildings['adjacency'] = momepy.BuildingAdjacency(buildings, queen_3, 'uID', buildings_q1, verbose=False).series" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 2, figsize=(24, 12))\n", "\n", "buildings.plot(\"interbuilding_distance\", ax=ax[0], scheme=\"natural_breaks\", legend=True)\n", "buildings.plot(\"adjacency\", ax=ax[1], scheme=\"natural_breaks\", legend=True)\n", "\n", "ax[0].set_axis_off()\n", "ax[1].set_axis_off()" ] }, { "cell_type": "code", "execution_count": 26, "metadata": { "slideshow": { "slide_type": "subslide" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/martin/mambaforge/envs/stable/lib/python3.9/site-packages/numpy/lib/nanfunctions.py:1670: RuntimeWarning: Degrees of freedom <= 0 for slice.\n", " var = nanvar(a, axis=axis, dtype=dtype, out=out, ddof=ddof,\n", "/Users/martin/mambaforge/envs/stable/lib/python3.9/site-packages/momepy/dimension.py:641: RuntimeWarning: invalid value encountered in long_scalars\n", " openness.append(np.isnan(s).sum() / (f).sum())\n" ] } ], "source": [ "profile = momepy.StreetProfile(streets, buildings)\n", "streets[\"width\"] = profile.w\n", "streets[\"width_deviation\"] = profile.wd\n", "streets[\"openness\"] = profile.o" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 3, figsize=(24, 12))\n", "\n", "streets.plot(\"width\", ax=ax[0], scheme=\"natural_breaks\", legend=True)\n", "streets.plot(\"width_deviation\", ax=ax[1], scheme=\"natural_breaks\", legend=True)\n", "streets.plot(\"openness\", ax=ax[2], scheme=\"natural_breaks\", legend=True)\n", "\n", "ax[0].set_axis_off()\n", "ax[1].set_axis_off()\n", "ax[2].set_axis_off()" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "### Intensity" ] }, { "cell_type": "code", "execution_count": 28, "metadata": { "slideshow": { "slide_type": "subslide" } }, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "tessellation['car'] = momepy.AreaRatio(tessellation, buildings, 'area', 'area', 'uID').series\n", "tessellation.plot(\"car\", figsize=(12, 12), vmin=0, vmax=1, legend=True).set_axis_off()" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "### Connectivity" ] }, { "cell_type": "code", "execution_count": 29, "metadata": { "slideshow": { "slide_type": "subslide" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|███████████████████████████████████████████████████████████████████████████████████████████████████████| 756/756 [00:00<00:00, 2081.71it/s]\n", "100%|███████████████████████████████████████████████████████████████████████████████████████████████████████| 756/756 [00:00<00:00, 2234.40it/s]\n" ] } ], "source": [ "graph = momepy.gdf_to_nx(streets)\n", "graph = momepy.node_degree(graph)\n", "graph = momepy.closeness_centrality(graph, radius=400, distance=\"mm_len\")\n", "graph = momepy.meshedness(graph, radius=400, distance=\"mm_len\")\n", "nodes, streets = momepy.nx_to_gdf(graph)" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 3, figsize=(24, 12))\n", "\n", "nodes.plot(\"degree\", ax=ax[0], scheme=\"natural_breaks\", legend=True, markersize=1)\n", "nodes.plot(\"closeness\", ax=ax[1], scheme=\"natural_breaks\", legend=True, markersize=1, legend_kwds={\"fmt\": \"{:.6f}\"})\n", "nodes.plot(\"meshedness\", ax=ax[2], scheme=\"natural_breaks\", legend=True, markersize=1)\n", "\n", "ax[0].set_axis_off()\n", "ax[1].set_axis_off()\n", "ax[2].set_axis_off()" ] }, { "cell_type": "code", "execution_count": 31, "metadata": { "slideshow": { "slide_type": "subslide" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|███████████████████████████████████████████████████████████████████████████████████████████████████| 12127/12127 [00:01<00:00, 7006.72it/s]\n" ] } ], "source": [ "buildings[\"nodeID\"] = momepy.get_node_id(buildings, nodes, streets, \"nodeID\", \"nID\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Link all data together (to tessellation cells or buildings)." ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
uIDgeometrynIDareaconvexityneighborscovered_areacar
05453POLYGON ((-637358.313 -1200006.277, -637357.92...624.027736.6708980.9952930.00310841793.2502960.007476
15418POLYGON ((-636871.053 -1199819.853, -636871.45...630.019855.1931920.9429350.00546656679.2099690.022276
210635POLYGON ((-637462.192 -1199942.387, -637450.89...624.05980.5374800.9000150.00671923484.7550270.066270
35452POLYGON ((-636574.691 -1199444.622, -636572.80...1608.018362.2140590.9886200.00380242309.5842270.005690
410641POLYGON ((-637599.665 -1199909.097, -637595.79...624.06221.6475710.8293550.01015743342.5181180.049808
\n", "
" ], "text/plain": [ " uID geometry nID \\\n", "0 5453 POLYGON ((-637358.313 -1200006.277, -637357.92... 624.0 \n", "1 5418 POLYGON ((-636871.053 -1199819.853, -636871.45... 630.0 \n", "2 10635 POLYGON ((-637462.192 -1199942.387, -637450.89... 624.0 \n", "3 5452 POLYGON ((-636574.691 -1199444.622, -636572.80... 1608.0 \n", "4 10641 POLYGON ((-637599.665 -1199909.097, -637595.79... 624.0 \n", "\n", " area convexity neighbors covered_area car \n", "0 27736.670898 0.995293 0.003108 41793.250296 0.007476 \n", "1 19855.193192 0.942935 0.005466 56679.209969 0.022276 \n", "2 5980.537480 0.900015 0.006719 23484.755027 0.066270 \n", "3 18362.214059 0.988620 0.003802 42309.584227 0.005690 \n", "4 6221.647571 0.829355 0.010157 43342.518118 0.049808 " ] }, "execution_count": 32, "metadata": {}, "output_type": "execute_result" } ], "source": [ "tessellation.head()" ] }, { "cell_type": "code", "execution_count": 33, "metadata": { "slideshow": { "slide_type": "subslide" } }, "outputs": [], "source": [ "merged = tessellation.merge(buildings.drop(columns=['nID', 'geometry']), on='uID')\n", "merged = merged.merge(streets.drop(columns='geometry'), on='nID', how='left')\n", "merged = merged.merge(nodes.drop(columns='geometry'), on='nodeID', how='left')" ] }, { "cell_type": "code", "execution_count": 34, "metadata": { "slideshow": { "slide_type": "subslide" } }, "outputs": [ { "data": { "text/plain": [ "Index(['uID', 'geometry', 'nID', 'area_x', 'convexity', 'neighbors',\n", " 'covered_area', 'car', 'area_y', 'eri', 'elongation', 'shared_walls',\n", " 'neighbor_distance', 'interbuilding_distance', 'adjacency', 'nodeID',\n", " 'length', 'linearity', 'width', 'width_deviation', 'openness', 'mm_len',\n", " 'node_start', 'node_end', 'degree', 'closeness', 'meshedness'],\n", " dtype='object')" ] }, "execution_count": 34, "metadata": {}, "output_type": "execute_result" } ], "source": [ "merged.columns" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "## Understanding the context\n", "\n", "Measure first, second and third quartile of distribution of values within an area around each building." ] }, { "cell_type": "code", "execution_count": 35, "metadata": { "scrolled": true, "slideshow": { "slide_type": "subslide" }, "tags": [] }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/martin/mambaforge/envs/stable/lib/python3.9/site-packages/numpy/lib/nanfunctions.py:1374: RuntimeWarning: All-NaN slice encountered\n", " r, k = function_base._ureduce(\n", "/Users/martin/mambaforge/envs/stable/lib/python3.9/site-packages/numpy/lib/nanfunctions.py:1374: RuntimeWarning: All-NaN slice encountered\n", " r, k = function_base._ureduce(\n", "/Users/martin/mambaforge/envs/stable/lib/python3.9/site-packages/numpy/lib/nanfunctions.py:1374: RuntimeWarning: All-NaN slice encountered\n", " r, k = function_base._ureduce(\n", "/Users/martin/mambaforge/envs/stable/lib/python3.9/site-packages/numpy/lib/nanfunctions.py:1374: RuntimeWarning: All-NaN slice encountered\n", " r, k = function_base._ureduce(\n", "/Users/martin/mambaforge/envs/stable/lib/python3.9/site-packages/numpy/lib/nanfunctions.py:1374: RuntimeWarning: All-NaN slice encountered\n", " r, k = function_base._ureduce(\n", "/Users/martin/mambaforge/envs/stable/lib/python3.9/site-packages/numpy/lib/nanfunctions.py:1374: RuntimeWarning: All-NaN slice encountered\n", " r, k = function_base._ureduce(\n", "/Users/martin/mambaforge/envs/stable/lib/python3.9/site-packages/numpy/lib/nanfunctions.py:1374: RuntimeWarning: All-NaN slice encountered\n", " r, k = function_base._ureduce(\n", "/Users/martin/mambaforge/envs/stable/lib/python3.9/site-packages/numpy/lib/nanfunctions.py:1374: RuntimeWarning: All-NaN slice encountered\n", " r, k = function_base._ureduce(\n", "/Users/martin/mambaforge/envs/stable/lib/python3.9/site-packages/numpy/lib/nanfunctions.py:1374: RuntimeWarning: All-NaN slice encountered\n", " r, k = function_base._ureduce(\n", "/Users/martin/mambaforge/envs/stable/lib/python3.9/site-packages/numpy/lib/nanfunctions.py:1374: RuntimeWarning: All-NaN slice encountered\n", " r, k = function_base._ureduce(\n", "/Users/martin/mambaforge/envs/stable/lib/python3.9/site-packages/numpy/lib/nanfunctions.py:1374: RuntimeWarning: All-NaN slice encountered\n", " r, k = function_base._ureduce(\n" ] } ], "source": [ "percentiles = []\n", "for column in merged.columns.drop([\"uID\", \"nodeID\", \"nID\", 'mm_len', 'node_start', 'node_end', \"geometry\"]):\n", " perc = momepy.Percentiles(merged, column, queen_3, \"uID\", verbose=False).frame\n", " perc.columns = [f\"{column}_\" + str(x) for x in perc.columns]\n", " percentiles.append(perc)" ] }, { "cell_type": "code", "execution_count": 36, "metadata": { "slideshow": { "slide_type": "subslide" } }, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
area_x_25area_x_50area_x_75convexity_25convexity_50convexity_75neighbors_25neighbors_50neighbors_75covered_area_25...openness_75degree_25degree_50degree_75closeness_25closeness_50closeness_75meshedness_25meshedness_50meshedness_75
07151.5054408460.5345269102.5522670.8745000.8889020.9297550.0068520.0070680.00730738509.340860...0.9522616.06.06.00.0000640.0000640.0000640.8666670.8666670.866667
12635.8091993979.1043397912.1107500.9067510.9434350.9800330.0122260.0215520.02746534791.666675...1.0000004.06.06.00.0000670.0000670.0000750.7647060.8666671.000000
24869.2813676119.4433359102.5522670.8745000.9478030.9717540.0070680.0081050.00983628474.090836...0.9522616.06.06.00.0000640.0000640.0000640.8666670.8666670.866667
3774.5000232527.5117209756.6354110.8417150.9468980.9796330.0122290.0265250.03211210886.683093...0.6111111.04.07.00.0000440.0000560.0000740.6666670.7647060.764706
45615.4358766119.4433358460.5345260.8889020.9478030.9717540.0075980.0086160.00983627790.702394...0.9522616.06.06.00.0000640.0000640.0000640.8666670.8666670.866667
\n", "

5 rows × 60 columns

\n", "
" ], "text/plain": [ " area_x_25 area_x_50 area_x_75 convexity_25 convexity_50 \\\n", "0 7151.505440 8460.534526 9102.552267 0.874500 0.888902 \n", "1 2635.809199 3979.104339 7912.110750 0.906751 0.943435 \n", "2 4869.281367 6119.443335 9102.552267 0.874500 0.947803 \n", "3 774.500023 2527.511720 9756.635411 0.841715 0.946898 \n", "4 5615.435876 6119.443335 8460.534526 0.888902 0.947803 \n", "\n", " convexity_75 neighbors_25 neighbors_50 neighbors_75 covered_area_25 \\\n", "0 0.929755 0.006852 0.007068 0.007307 38509.340860 \n", "1 0.980033 0.012226 0.021552 0.027465 34791.666675 \n", "2 0.971754 0.007068 0.008105 0.009836 28474.090836 \n", "3 0.979633 0.012229 0.026525 0.032112 10886.683093 \n", "4 0.971754 0.007598 0.008616 0.009836 27790.702394 \n", "\n", " ... openness_75 degree_25 degree_50 degree_75 closeness_25 \\\n", "0 ... 0.952261 6.0 6.0 6.0 0.000064 \n", "1 ... 1.000000 4.0 6.0 6.0 0.000067 \n", "2 ... 0.952261 6.0 6.0 6.0 0.000064 \n", "3 ... 0.611111 1.0 4.0 7.0 0.000044 \n", "4 ... 0.952261 6.0 6.0 6.0 0.000064 \n", "\n", " closeness_50 closeness_75 meshedness_25 meshedness_50 meshedness_75 \n", "0 0.000064 0.000064 0.866667 0.866667 0.866667 \n", "1 0.000067 0.000075 0.764706 0.866667 1.000000 \n", "2 0.000064 0.000064 0.866667 0.866667 0.866667 \n", "3 0.000056 0.000074 0.666667 0.764706 0.764706 \n", "4 0.000064 0.000064 0.866667 0.866667 0.866667 \n", "\n", "[5 rows x 60 columns]" ] }, "execution_count": 36, "metadata": {}, "output_type": "execute_result" } ], "source": [ "percentiles_joined = pandas.concat(percentiles, axis=1)\n", "percentiles_joined.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "See the difference between original convexity and spatially lagged one." ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAABSoAAAKaCAYAAAA5wWdFAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAAsTAAALEwEAmpwYAAEAAElEQVR4nOzdd3xV9f0/8Nc5d2bv5GbdhJDcTMIOyIpMUStaFLQurLTWaou1Wtv6VVux5esXpf7crZW2WKmDURQ3IMMAEmYYIbmEDJKQmz1uxp3n/P44iYYQAmFk8Xo+HnmQc87nnPM+N7V5530+Q5BlGURERERERERERET9SezvAIiIiIiIiIiIiIhYqCQiIiIiIiIiIqJ+x0IlERERERERERER9TsWKomIiIiIiIiIiKjfsVBJRERERERERERE/Y6FSiIiIiIiIiIiIup3LFQSERERERERERFRv2OhkoiIiIiIiIiIiPodC5VERERERERERETU71ioJCIiIiIiIiIion6n7u8AiIiI6Pz2798fqlar3waQBr5ovFwkAEddLtdPxo4dW9XfwRARERFR/2CufUVcVK7NQiUREdEgoFar3zYYDMkhISH1oijK/R3PUCBJklBdXZ1isVjeBjCvv+MhIiIiov7BXPvyu9hcm1ViIiKiwSEtJCSkiYnT5SOKohwSEtII5c05EREREV29mGtfZheba7NQSURENDiITJwuv/bPlPkQERER0dWNufYVcDG5Nod+ExERDUFNtVbVpne2B9RW1GuCwgOcs+/NrPcN8nH3d1xERERERIMdc+0rhz0IiIiIhpi///Zdw53GB9P/+tiqmDUvfhzx18dWxdxpfDD9779913Ap1127dq1vbGxsmtFoTHvyySd7vNb27ds9VSrV2H/+858BHfueffbZ0Pj4+NSEhITUm266aVhra6vQ0zUkScJ9990XbTQa00wmU0pWVpZnd+3Gjh2bmJSUlJKUlJQSGhqaPmvWrOEAUFtbq5oxY0Z8YmJiSnx8fOrLL78cdDHPTURERETUoT9z7XPltzk5ObqOfDgpKSnF29t79NKlS0N7ut+F5toff/yxT0pKSnJCQkLq/PnzY51OJwDgzTffDDSZTCkmkyll9OjRSbt37/a4lOfvwEIlERHREPL3375r+PCFjyLtbY4zfsfb2xzihy98FHmxCZTL5cKjjz5q/Oyzz8xms/nYunXrAvfv368/V9vf/va3UVOmTGns2FdUVKR56623wg4dOpR74sSJY263W3j77bcDe7rnmjVr/AoLC/XFxcVH33zzzZKHHnrI2F27/fv35+fl5eXm5eXljh49uuWWW25pAIAXXnghJDExsS0/Pz93x44d+c8880y0zWbrsThKRERERHQu/Z1rnyu/HTlypL0jHz569GiuXq+X7rjjjoae7nkhubbb7cYDDzww7P333y88ceLEMaPR6HjttdeCASA+Pt6+c+fOfLPZnPv73//+9M9+9rOYi3n2rlioJCIiGiKaaq2qj177PLynNh+99nm4ta6517//t23b5hUTE2NPSUlx6PV6ef78+XVr1671767tsmXLQm+++eb64OBgV+f9brdbaGlpEZ1OJ9ra2sSoqChnj7F+9JH/XXfdVSuKImbOnNnS1NSkLikp0ZyrfX19vbh7926fO++8sx4ABEGA1WpVSZKEpqYm0c/Pz6XRaDj3EBERERH12kDItS8kv/344499jUaj3WQyOXqM9QJy7crKSrVWq5XS09PtADB37tymDRs2+APA7NmzW0JCQtwAMH369BaLxaLt7XN3h4VKIiKiIWLTO9sDur7d7cre5hA3vbM9oKc23SktLdVGRkZ+l+xERUU5ysvLz0pGioqKNBs3bgz4zW9+U915/7Bhw5wPP/ywZdiwYemhoaEjfXx83PPnz2/q6Z4VFRWa2NjY7+4ZHh7u6KlQuXr16oBJkyY1BQYGSgDwxBNPVJ04cUIfFhaWPmbMmNTly5eXqlSq3jw2ERERERGAgZFrX0h++9577wXedttttee754Xk2gaDweVyuYQdO3Z4AsAHH3wQUFFRcVZcr776avD06dMbu+6/GCxUEhERDRG1FfXnLOJdTLvOZPnsjoiCIJy186GHHop+/vnny9TqM9frq66uVn366af+BQUFRywWy+HW1lbxjTfe6HHo9znuec72H374YeAdd9xR17G9YcMGv7S0tLbKysrD2dnZuY899pixrq6OuQ8RERER9dpAyLXPl9/abDZh8+bNfvfcc0/9Rd7zjG1RFPHOO+8UPvroo9EjRoxI9vHxcXctjG7cuNHn3XffDX755ZfLznfPC8FVv4mIiIaIoPCAHodS97ZdZ0aj8Yy3umVlZdqIiIizrnP48GGve++9Nw4A6uvr1Vu3bvVTq9Wy0+kUjEajPSIiwgUAt9xyS8OuXbu8H3roobqu1+gQERHhLC4u/u6eFRUVWqPR2G3sFotFdfjwYa+FCxcWdOxbtWpV0O9+9zuLKIpIS0uzR0dH23NycvTTp09v7e3zExEREdHVbSDk2ufLb9euXeuXkpLSGh0d7ep6blcXmmvPmjWrZf/+/fkAsH79et+CgoLv5s7cs2ePx0MPPRTz6aefnjAYDJdl1XP2KiAiIhoiZt+bWa/z0Eo9tdF5aKXZ92ae9w1rV5mZmS3FxcX6vLw8rc1mE9avXx946623NnRtV15efqTj6/rrr69fsWLFqXvuuachNjbWceDAAW+r1SpKkoSvv/7aJzk52QYAy5YtC1m2bFlI12vNmzevYfXq1UGSJGHLli1ePj4+7piYmG4Tv3feeSdwxowZDZ6ent+9Go6MjHR89dVXvgBQWlqqLiws1CclJfU4Vw8RERERUXcGQq59vvz2/fffD1y4cOEZHQEuNdcuLy9XA0BbW5vwwgsvGB588MFqADhx4oR2wYIFw//xj38UdcxheTmwUElERDRE+Ab5uG/+xfUVPbW5+RfXV/gEeveYYHVHo9FgxYoVp+bOnWtKSEhIveWWW+rGjRtnA4Dly5eHLF++/Kzkp7MZM2a03HTTTfXp6enJiYmJqZIkCb/+9a+rASAvL88jKCjorDewCxcubIyJibHHxMSk/fznP495/fXXSzqOZWZmxhcXF383rGbt2rWBd9555xlJ2Z///OeKPXv2eJlMppQZM2Yk/vGPfywLDw8/79tlIiIiIqKuBkKu3VN+a7VaxaysLN+77767ofO1LzXXXrp0qSEuLi41OTk59frrr2+YN2+eFQCeeuqp8IaGBvUvf/nLmKSkpJS0tLTk3j53d4TuxqQTERHRwJKTk1M8cuTImgtp+/ffvmv46LXPwztP9q3z0Eo3/+L6ip/+392WKxflxZk+fXr8559/flKv1/dLUpKTkxM8cuTI2P64NxERERH1P+baV05vc20WKomIiAaB3iRPAGCtaxY3vbM9oLaiXhMUHuCcfW9m/cW83b0asFBJREREdHVjrn3l9DbX5mI6REREQ5BPoLc0/1c31vZ3HEREREREQw1z7SuHc1QSERERERERERFRv2OhkoiIiIiIiIiIiPodC5VERERERERERETU7zhHJRER0RDUaG1TfbHtWEBNfYsmOMDLOffa1Ho/Hw93f8dFRERERDTYMde+ctijkoiIaIh549/bDfMf+Fv6q//aFvPeR3sjXv3Xtpj5D/wt/Y1/bzdcynXXrl3rGxsbm2Y0GtOefPLJbq/19NNPhyUlJaUkJSWlJCQkpKpUqrGVlZUqAHj22WdD4+PjUxMSElJvuummYa2trUJP95MkCffdd1+00WhMM5lMKVlZWZ7dtfvoo498UlJSkpOSklLGjh2bePToUV3HsU8++cQnKSkpJT4+PnX8+PGJl/L8RERERET9mWtXV1erZs+ePdxkMqWMGDEiee/evXoAKCgo0EyYMMEUFxeXGh8fn/rcc8+Fnu9+F5prf/zxxz4pKSnJCQkJqfPnz491Op1nHN++fbunSqUa+89//jPgIh77LCxUEhERDSFv/Hu74T8b9kbaHa4zfsfbHS7xPxv2Rl5sAuVyufDoo48aP/vsM7PZbD62bt26wP379+u7tnvuuecq8/LycvPy8nKfffbZsvHjx1vDwsLcRUVFmrfeeivs0KFDuSdOnDjmdruFt99+O7Cne65Zs8avsLBQX1xcfPTNN98seeihh4zdtXvkkUdi3n333aK8vLzcBQsW1P3hD38IB4CamhrVI488Yty4cWNBQUHBsQ0bNpy8mGcnIiIiIgL6P9d+6qmnwtPT01vNZnPuO++8U7RkyRIjAGg0GqxYsaKssLDw2N69e4+vXLkytLvzO7uQXNvtduOBBx4Y9v777xeeOHHimNFodLz22mvBneP+7W9/GzVlypTGi3nu7rBQSURENEQ0WttU6z47GN5Tm3WfHQxvarb1+vf/tm3bvGJiYuwpKSkOvV4vz58/v27t2rX+PZ3z3nvvBS5YsKCuY9vtdgstLS2i0+lEW1ubGBUV5ezp/I8++sj/rrvuqhVFETNnzmxpampSl5SUaLpr29DQoAKAxsZGVXh4uBMA3n777cAbb7yxPiEhwQEAkZGRrl4+NhERERERgIGRa+fn5+vnzJljBYDRo0fbysrKtKWlpeqYmBjnlClTWgEgICBAGj58eNupU6e0Pd3zQnLtyspKtVarldLT0+0AMHfu3KYNGzZ8F9eyZctCb7755vrg4ODLlmezUElERDREfLHtWEDXt7td2R0u8Yttx3o9LKO0tFQbGRnp6NiOiopylJeXnzP5sVqt4o4dO/zuvvvuegAYNmyY8+GHH7YMGzYsPTQ0dKSPj497/vz5TT3ds6KiQhMbG/vdPcPDwx3dFSr/+te/Fs+fPz8hLCws/cMPPwxaunRpBQCYzWZ9fX29OiMjIzE1NTX5tddeC+rtcxMRERERAQMj105LS2tbs2aNPwBs3brVs6KiQldcXHxGu/z8fG1ubq5nZmZmc0/3vJBc22AwuFwul7Bjxw5PAPjggw8CKioqtABQVFSk2bhxY8BvfvOb6t4+b09YqCQiIhoiaupbuu1teHa75gtq15ksy2ftEwTh7J3t3n//fb+xY8c2h4WFuQFlPp1PP/3Uv6Cg4IjFYjnc2toqvvHGGz0O/T7HPc/a95e//CVs/fr1JyorKw/feeedNT//+c+jAcDlcgmHDx/23Lx584nNmzefeOGFF8IPHz6sO+sCRERERETnMRBy7aVLl1Y0NDSok5KSUl5++eWwpKSkVrVa/V27xsZGcf78+cOff/750sDAQOki7nnGtiiKeOeddwofffTR6BEjRiT7+Pi4VSoVAOChhx6Kfv7558vU6su7TjdX/R4iJIvJH8BjAG4A4AvgKIBXRIN5a3/GRUREfSc4wKvHodTft/O+oHadGY3GM97qlpWVaSMiIs55nQ8//DBw4cKF3w373rhxo6/RaLRHRES4AOCWW25p2LVrl/dDDz1Ud65rREREODu/Ia6oqNAajcYz7nn69Gn18ePHPWbMmNECAPfee2/93LlzEwDlTXRwcLDL19dX8vX1lSZMmGDdt2+fZ8fQFSKiCyVZTNcBeBhACoB6ABsBvCQazNZ+DYyIiPrMQMi1AwMDpbVr1xYDymI40dHRIxITE+0AYLfbhRtvvHH4ggUL6hYtWtRwvnteSK4NALNmzWrZv39/PgCsX7/et6CgQA8Ahw8f9rr33nvjAKC+vl69detWP7VaLd9zzz3nvXdP2KNyCJAspnkAsgE8AmAMgHgAtwD4WrKYnurH0IiIqA/NvTa1XqdV9/jmVKdVS3OvTa3v7bUzMzNbiouL9Xl5eVqbzSasX78+8NZbb23orm1tba0qOzvb58477/zueGxsrOPAgQPeVqtVlCQJX3/9tU9ycrINAJYtWxaybNmykK7XmTdvXsPq1auDJEnCli1bvHx8fNwxMTFnJE8hISGu5uZmVUdPyU8++cQ3Pj7eBgC33XZbw+7du72dTiesVqt48OBB7xEjRrT19tmJ6OolWUz+ksX0MYAnAdwEYDiAcQCeBbBXspi6XeSLiIiGnoGQa9fU1KhsNpsAAC+99FJwRkaGNTAwUJIkCXfccUeMyWSy/fGPf6zsfM6l5NoAUF5ergaAtrY24YUXXjA8+OCD1e37j3R8XX/99fUrVqw4dalFSoCFykFPspjmA/gvgAQAB7pp8pxkMd3Tt1EREVF/8PPxcN96w+iKntrcesPoCl9vfY8JVnfaVxI8NXfuXFNCQkLqLbfcUjdu3DgbACxfvjxk+fLl3yU/q1ev9p86dWqTr6/vd/eZMWNGy0033VSfnp6enJiYmCpJkvDrX/+6GgDy8vI8goKC3F3vuXDhwsaYmBh7TExM2s9//vOY119/vaTjWGZmZnxxcbFGo9Hg5ZdfLrntttuGJyYmprz33ntBL730UikAjBkzxjZr1qzGpKSk1DFjxiTfc8891ePHj7f19tmJ6OokWUxeADZBKVCOBNDQpUkigE8ki6nXQ/yIiGjwGQi59qFDh/SJiYmpw4YNS/3yyy/93nrrrVIA2LRpk/eGDRuCsrKyfJKSklKSkpJSPvjgAz/g0nJtAFi6dKkhLi4uNTk5OfX6669vmDdv3hUdTSB0NyadBgfJYvIDUAzAv32XA0A1gMguTYsADBcNZv6wiYgGqZycnOKRI0fWXEjbN/693bDus4PhnSf71mnV0q03jK546J5My5WL8uJMnz49/vPPPz+p1+v75fdUTk5O8MiRI2P7495ENHBJFtOfAPxPp107AEzrpumPRIP5/b6JioiIrgTm2ldOb3NtzlE5uN2I74uUAKAFUIizC5XDABgA9Fj5JyKioeGhezItd/9wQtUX244F1NQ3a4IDvJ1zr02tv5i3u31h69atBf0dAxFRN7qOSroGQC2AoC77JwFgoZKI6CrBXPvKYqFycIvqZt81UHpQDuvjWIiIaADx9dZLC38wtra/4yAiGsS65toaAMcBTOmHWIiIaABhrn3lcI7Kwa2sm31qAF3nCygEMOC6HxMRERERDWDd5dqTARzusi+rD2IhIiK6Kgy4HpWSxSQAMAHwBWAWDebGfg5pIPsUQCMAvy7703HmHDrPcH5KIiIiIpIsJn8oizA2AChgjtijd6Gs9t2ZAGXqpTYAHgByoCxsSURERJfBgOpRKVlMNwAwA8gDkA2gRrKY3pIsJu/+jWxgai/iLgbQ3TwI4wGUAPizaDCv7tPAiIiIiGhAkSymAMli+heAGih5thlArmQxzejXwAa2ZQD2d7PfCGAvlFFLt4gGs7NPoyIiIhrCBkyPSsli+imAt7rsVgP4KYBEyWKaKRrMrr6PbGATDeZ1ksU0H8BKnDmxdyOAn4kG85f9ExkREfWnelubav3x3ICqlmZNqJe3c35ySn2A3sPd33ERUd+TLKYgADsBJHY5lATgS8limisazFv6PrKBTTSYWySLaRaAdwDc1OXwSQA3igZzc99HRkRE/Y259pUzIHpUShZTNIBXe2gyDcB9fRPN4CMazB8BiAUwH8AvAdwMII5FSiKiq9PzWTsMk//xVvqfv9kW8/cD+yL+/M22mMn/eCv9+awdhku57tq1a31jY2PTjEZj2pNPPtnttWpra1UzZsyIT0xMTImPj099+eWXv3uJVlNTo5o7d27csGHDUuPi4lI3b97s1dP9JEnCfffdF200GtNMJlNKVlaWZ3ftPv74Y5+UlJTkhISE1Pnz58c6nUrnpjfffDPQZDKlmEymlNGjRyft3r3b4xIen2gw+z+cXaTsoAbwN8liGhB/Fww0osHcIBrM8wCMAvAg2jtRiAbz/SxSEhFdnfoz166urlbNnj17uMlkShkxYkTy3r179Z2Pu1wuJCcnp0yfPj3+fPe71FwbAD755BOfpKSklPj4+NTx48efK9folYGSkCwAoDtPm1v7IpDBSjSYm0WD+b+iwfyaaDB/LBrMbf0dExER9b3ns3YY3jqwN9Lmcp3xO97mcolvHdgbebEJlMvlwqOPPmr87LPPzGaz+di6desC9+/fr+/a7oUXXghJTExsy8/Pz92xY0f+M888E22z2QQAeOCBB6LnzJnTVFRUdCw3Nzd31KhRtp7uuWbNGr/CwkJ9cXHx0TfffLPkoYceMnZt43a78cADDwx7//33C0+cOHHMaDQ6XnvttWAAiI+Pt+/cuTPfbDbn/v73vz/9s5/9LOZinp1oMJMsJjWAH52n2XAoc5zTOYgGc45oMP9NNJjfFg1mc3/HQ0RE/aO/c+2nnnoqPD09vdVsNue+8847RUuWLDkjP/7Tn/4UFh8ff0H1oEvNtWtqalSPPPKIcePGjQUFBQXHNmzYcPJinr2rgVKoPOvD6EbIFY+CiIhoEKu3taneOXwwvKc27xw+GN5gs/X69/+2bdu8YmJi7CkpKQ69Xi/Pnz+/bu3atf5d2wmCAKvVqpIkCU1NTaKfn59Lo9HIdXV14p49e3x+9atf1QCAXq+Xg4ODexwe89FHH/nfddddtaIoYubMmS1NTU3qkpISTec2lZWVaq1WK6Wnp9sBYO7cuU0bNmzwB4DZs2e3hISEuAFg+vTpLRaLRdvb5yYaAoIAdNtDogvm2kRERD0YCLl2fn6+fs6cOVYAGD16tK2srExbWlqqBoCTJ09qvvzyS7+f/vSnNRdyz0vNtd9+++3AG2+8sT4hIcEBAJGRkZdlusaBUqgsvYA2RVc8CiIiokFs/fHcgK5vd7uyuVzi+uPHAnp77dLSUm1kZKSjYzsqKspRXl5+VuHviSeeqDpx4oQ+LCwsfcyYManLly8vValUyMvL0wUGBroWLFgQm5ycnHL77bfHNDU19RhrRUWFJjY29rt7hoeHO7omTwaDweVyuYQdO3Z4AsAHH3wQUFFRcVZcr776avD06dMbe/vcRENAHZQVqs+HuTYREVEPBkKunZaW1rZmzRp/ANi6datnRUWFrri4WAsADz/8cPTy5cvLRPHCSn2XmmubzWZ9fX29OiMjIzE1NTX5tddeC8JlMFAKlesAnK/y+s++CISIiGiwqmpp1py/FVDV0nJB7TqTZfmsfYIgnLVzw4YNfmlpaW2VlZWHs7Ozcx977DFjXV2d6HK5hOPHj3s+/PDD1cePH8/19PSUnn766R6Hxpzjnmdsi6KId955p/DRRx+NHjFiRLKPj49bpVKd0Wbjxo0+7777bvDLL79cdmFPSzR0tK9IveY8zbJEg7mgL+IhIiIarAZCrr106dKKhoYGdVJSUsrLL78clpSU1KpWq+X33nvPLzg42DV16tTWS7znGds95doul0s4fPiw5+bNm09s3rz5xAsvvBB++PDh803reF4DYtVv0WAuliym/4Ey0Xd3XhMN5s/6MiYiIqLBJtTL23n+VkCol9cFtevMaDSe8Va3rKxMGxERcdZ1Vq1aFfS73/3OIooi0tLS7NHR0facnBz98OHDHWFhYY4ZM2a0AMDtt99e//zzz/dYqIyIiHB2vCEGgIqKCq3RaDzrnrNmzWrZv39/PgCsX7/et6Cg4Lv5fPbs2ePx0EMPxXz66acnDAYDV2Kkq9XvAMwCENHNMQuA+/s2HCIiosFnIOTagYGB0tq1a4sBZTGc6OjoEYmJifZ33303cNOmTf6RkZF+drtdbGlpEW+++eZhH3300TlHTFxqrh0VFeUIDg52+fr6Sr6+vtKECROs+/bt8+wYJn6xBkqPSogG83IoK3uXdNpdCmVlvSX9ERMREdFgMj85pV6vVks9tdGr1dL85NT63l47MzOzpbi4WJ+Xl6e12WzC+vXrA2+99daGru0iIyMdX331lS8AlJaWqgsLC/VJSUkOo9HoMhgMjpycHB0AfPXVV76JiYk2AFi2bFnIsmXLzpofb968eQ2rV68OkiQJW7Zs8fLx8XHHxMSclTyVl5erAaCtrU144YUXDA8++GA1AJw4cUK7YMGC4f/4xz+KLjVhIhrMRIO5AsBEAOsBdBTsXQA+BDBONJhP9FdsREREg8VAyLVrampUHQtVvvTSS8EZGRnWwMBA6fXXXy+vrKw8XF5efuRf//pX4cSJE60dRcorlWvfdtttDbt37/Z2Op2wWq3iwYMHvUeMGHHJCzsPiB6VHUSDeZVkMb0D5W2vAKBcNJjP7otKREREZwnQe7jvTR9d8daBvZHnanNv+ugKf72+xwSrOxqNBitWrDg1d+5ck9vtxp133lkzbtw4GwAsX748BACeeOKJ6j//+c8Vd911V6zJZEqRZVn44x//WBYeHu4CgFdfffXUXXfdFedwOASj0Wh/7733igEgLy/PY/Lkyc1d77lw4cLGTz/91C8mJibNw8NDevvtt4s7jmVmZsavWrWqJDY21rl06VLDpk2b/CRJEu6///6qefPmWQFlVcSGhgb1L3/5yxgAUKvV8tGjR4/39tmJhgLRYC4FcKtkMXkDCANgEQ3mln4Oi4iIaNAYCLn2oUOH9IsXLx4miqKckJBgW716dfH5rn2lcu0xY8bYZs2a1ZiUlJQqiiLuueee6vHjx9t6++xdCd2NSSciIqKBJScnp3jkyJEXtILf81k7DO8cPhjeebJvvVot3Zs+uuJ3U6ZZrlyUF2f69Onxn3/++Um9Xt8vSUlOTk7wyJEjY/vj3kRERETU/5hrXzm9zbUHdKFyUfZiFYAfAbgNQCiAAgB/X5Wx8pt+DYyIiKiP9SZ5AoAGm01cf/xYQFVLiybUy8s5Pzm1/mLe7l4NWKikq9Wi7MXxAH4JYAyUlcE3AfjrqoyV1n4NjIiIqI8x175yeptrD6ih353FvbLCf3IG/iWKuLnT7msA3LMoe/GfADyzKmPlwK2yEhER9SN/vV66f/TY2v6Og4gGpkXZi28B8B4AfafdswE8sCh78ZxVGSvPOfk+ERHR1Y659pUzYBbT6SzulRVRALJPlYWcNdlnu6cAPNyHIRERERERDQmLshc/DeBdKCt+dxUP4MtF2Yu9+jYqIiIiogFYqIx7ZYUIYC2AhNLTIZNaWnW7ztH0uUXZi/XnOEZERERERF0syl78QwBLAXgBcAA4a3VPAAkAftKXcREREREBA7BQCSATwISOjcPHYtNkGd3NE+APYFQfxURERERENBT8ttP3JgDn6hQwow9iISIiIjrDQJyjcmznDZdb5Vtb77M9ONCa2U1bbR/FRERENKg0u5pVWTW7AhocjRp/rZ9zSvCkem+1t7u/4yKi/rMoe7GALrk2gHQoC+l4dNnPPJuIiOgcmGtfOQOxR6W9647j5qjMnKOx+U6n6lCn3U4Ah/ssKiIiokHig1NrDI8eejz9vVMfxHxu+SLivVMfxDx66PH0D06tMVzKddeuXesbGxubZjQa05588slur1VdXa2aPXv2cJPJlDJixIjkvXv36gGgoKBAM2HCBFNcXFxqfHx86nPPPRd6vvtJkoT77rsv2mg0pplMppSsrCzP7tp9/PHHPikpKckJCQmp8+fPj3U6vx/J+sknn/gkJSWlxMfHp44fPz7xIh+daEhoX4iya64dAMANYDuA1k779/ZVXERERIPJQMy1AaCmpkY1d+7cuGHDhqXGxcWlbt68ucf5pi8113766afDkpKSUpKSklISEhJSVSrV2MrKStUlfAQABmah8uuzdwloavZM/Ha/aVS5JWCHLMMB4I1VGSsb+jo4IiKigeyDU2sMn1m+iHRIzjN+xzskp/iZ5YvIi02gXC4XHn30UeNnn31mNpvNx9atWxe4f//+s+aKfuqpp8LT09NbzWZz7jvvvFO0ZMkSIwBoNBqsWLGirLCw8NjevXuPr1y5MrS78ztbs2aNX2Fhob64uPjom2++WfLQQw8Zu7Zxu9144IEHhr3//vuFJ06cOGY0Gh2vvfZaMKAka4888ohx48aNBQUFBcc2bNhw8mKenWiI2dLNPm8o0y/VADgOoBHAm30ZFBER0WAwUHNtAHjggQei58yZ01RUVHQsNzc3d9SoUbae7nmpufZzzz1XmZeXl5uXl5f77LPPlo0fP94aFhZ2yb1KB1yhsnDJY8cA/LP7owIKi8OnHTkesxFnzq9DRER01Wt2Nas2V20J76nN5qot4S2ull7//t+2bZtXTEyMPSUlxaHX6+X58+fXrV271r9ru/z8fP2cOXOsADB69GhbWVmZtrS0VB0TE+OcMmVKKwAEBARIw4cPbzt16lSPQ0s/+ugj/7vuuqtWFEXMnDmzpampSV1SUqLp3KayslKt1Wql9PR0OwDMnTu3acOGDf4A8PbbbwfeeOON9QkJCQ4AiIyMdPX2uYmGoKcBnOsPFyOA4QBuW5WxsqLvQiIiIhr4BnKuXVdXJ+7Zs8fnV7/6VQ0A6PV6OTg4uMei4aXm2p299957gQsWLKjr7XN3Z8AVKtv9HMDGrjtFSFXDvBt2/SZh3+urMlaeNUSciIjoapZVsyug69vdrhySU8yq2RXQ22uXlpZqIyMjHR3bUVFRjvLy8rMKjWlpaW1r1qzxB4CtW7d6VlRU6IqLi89ol5+fr83NzfXMzMxs7umeFRUVmtjY2O/uGR4e7uiaPBkMBpfL5RJ27NjhCQAffPBBQEVFhRYAzGazvr6+Xp2RkZGYmpqa/NprrwX19rmJhppVGSsPA5iPs4uVLgBHAawEsKOv4yIiIhroBnKunZeXpwsMDHQtWLAgNjk5OeX222+PaWpq6jHWS821O1itVnHHjh1+d999d31vn7s7A7JQWbjkMTuA+cG61v+5JrRs+yOpe3d+ft0HJfkL/h666YYPJt0xPG+zZDH9ur/jJCIiGkgaHI2a87cCGhwNF9SuM1mWz9onCMJZO5cuXVrR0NCgTkpKSnn55ZfDkpKSWtVq9XftGhsbxfnz5w9//vnnSwMDA6WLuOcZ26Io4p133il89NFHo0eMGJHs4+PjVqmUqXFcLpdw+PBhz82bN5/YvHnziRdeeCH88OHDugt9ZqKhalXGys8BZAD4FMrclIegzP+eBqXDQPai7MWXNM8WERHRUDOQc22XyyUcP37c8+GHH64+fvx4rqenp/T000/3+Lv8UnPtDu+//77f2LFjmy/HsG9gYK76DQAoWPg3GcAPAFzTzWERwArJYjouGsyf921kQ4tkMQkARgFIBFANYKdoMPc4jwEREQ1M/lo/5/lbAf5a/wtq15nRaDzjrW5ZWZk2IiLirOsEBgZKa9euLQaUCbqjo6NHJCYm2gHAbrcLN9544/AFCxbULVq0qOF894yIiHB27o1ZUVGhNRqNZ91z1qxZLfv3788HgPXr1/sWFBToAeVNdHBwsMvX11fy9fWVJkyYYN23b59nx9AVoqtcPIAbz3FsJIAPFmUvvrZ9AR66SJLFFAhgMgAdgAOiwVzYzyEREdFFGsi5dnNzsxgWFuaYMWNGCwDcfvvt9c8//3yPhcpLzbU7fPjhh4ELFy68LMO+gQHao7LdPHRfpOzsd30RyFAkWUwhksX0JwDvAzgA4D0AmwGckiyme/s1OCIiuihTgifVa0VNj70UtaJGmhI8qdfDMjIzM1uKi4v1eXl5WpvNJqxfvz7w1ltvbejarqamRmWz2QQAeOmll4IzMjKsgYGBkiRJuOOOO2JMJpPtj3/8Y2Xnc5YtWxaybNmykK7XmjdvXsPq1auDJEnCli1bvHx8fNwxMTFnJU/l5eVqAGhraxNeeOEFw4MPPlgNALfddlvD7t27vZ1OJ6xWq3jw4EHvESNGtPX22YmGmkXZiwUA/3ueZtNw/lycuiFZTIJkMc2TLKa1AAoAfAxgDYCTksW0VrKYQvs3QiIiuhgDOdc2Go0ug8HgyMnJ0QHAV1995ZuYmGgDrlyuDQC1tbWq7OxsnzvvvPOsWC/WgO1RCeDaC2gz7koHMdhIFpMGyrxDkwEIALIArBcNZmenNilQVnw0ADjV5RIhAFZJFlOYaDC/0DdRExHR5eCt9nbPCp1Z8Znli8hztZkVOrPCS+3VY4LVnfZVu0/NnTvX5Ha7ceedd9aMGzfOBgDLly8PAYAnnnii+tChQ/rFixcPE0VRTkhIsK1evboYADZt2uS9YcOGoISEhLakpKQUAHj22WfLb7/99sa8vDyPyZMnnzVf5cKFCxs//fRTv5iYmDQPDw/p7bffLu44lpmZGb9q1aqS2NhY59KlSw2bNm3ykyRJuP/++6vmzZtnBYAxY8bYZs2a1ZiUlJQqiiLuueee6vHjx3PUABEQBmU0zfmMA7DrCscyqCzKXpwEYCGAKAAlAN5flbHyZMfx9tFKbwL4Wfuu3Tiz4HsrgFGSxZQhGsyXrfcJERFdeQM51waAV1999dRdd90V53A4BKPRaH/vvfeKAeBK5doAsHr1av+pU6c2+fr69vqZz0Xobkz6QCBZTG9AmSOnJw2iwdzrSUqHKsliigbwCYD0LoeOA9gAJTEKgNKD8rpOx/MAJHU5xwVguGgwdy1kEhFRP8jJySkeOXJkzYW0/eDUGsPmqi3hnSf71ooaaVbozIrbjQssVy7KizN9+vT4zz///KRer++XpCQnJyd45MiRsf1xb6L+sCh7cTTOflndnYdWZax880rHM1gsyl78WwDLcOaoNBeU3qmTAIzwFR3V/y9yT7IgfNdmD4AJ3VzuFdFgfuSKBkxERBeMufaV09tceyD3qNyD8xcqt/ZFIIOBZDGpAfwXZxcpASAZQDCU3pKA8ga4s0qcXahUQxl+/9plDJOIiPrA7cYFlh9E3FCVVbMroMHRoPHX+junBE+qv5i3u31h69atBf0dA9FVphzAaQAR52nHXLvdouzFtwN4vptDagCZUIbKo0nShjZL6hwflWtk+/FUKMXMrn933QaAhUoiokGIufaVNZALlR8CeBrA8HMcdwN4tu/CGfAeBTD2HMec+L5ICQApAGoBBLVvewBoa/+3M86fQ0Q0SHmpvaTrDLNr+zsOIhp4VmWslBZlL16Gnl9Ir16VsTKvr2IayBZlLw4C8OqFtj/QFtyY6f1dhxpvKFMxTenSjHk2EdEgxlz7yhmwi+mIBnMbgJsBVHVzWAbwS9FgzunbqAYmyWLyhlLUPZeun6EAZbg3ZBl2twwRQAXOHgJ04rIFSUREREQDyRsA/n6OY4cA/LLvQhnwHsWZL/270nTe2GINj+743uZS7YQyd/z2LucwzyYiIurGgC1UAoBoMB8DMBLAK1DmWSyGMrx5mmgwc76c710DwKeH42dV+etcWudTFWOKf1o6WfWr8gnDK536YgANAA62N6kB8NHlDpSIiIiI+t+qjJUylAVf7gDwNYBSAPsB/A+AyasyVvZ6xdIhbO55jnt33jjl8I65f+d1WRkf3Vuftn7x5D/sn5LV6NAGtjjVWwE42pu9fUUiJSIiGuQG8tBvAIBoMFvA+VvOx/s8x9s6fX8KwCkflUMdpWkpqXPpmh8IMiNMY5vRftwFZbGdV0SDuelKBEtERERE/a+9WPlB+xed2/lybR8AkGW4W1p13+afiIzS7dWpGlJwGirh8OqTqdesPpmqBQCN6CqfEX4q+/XJmy54KDkREdHVZMAXKumCNAPIAZAIQN/N8QYoQ71rofS+NGoE5DwYnD8SyjCUzE5t1QDGADBfyYCJiOjKkqUGFdr+GyBL1RpBDHHC44f1gujv7u+4iIgGk7hXVggjUz1yvL3avEURkd00OSXLKGlu0ZflFUQOs9l0kz0q5f0edbhGuwd1ldfI0RAEbUdjp6SO/LI8Ti0azM4+fAwiIrrMmGtfOQN66DddsCegDJFXAyiAMnx7R5Hde2uLpPoawHVQFtSZAOVnfgrASFlGW259oFjc6LtTluEGcBLATgA7ADT2w3MQEdFlIFmXG+Sqaemy9X9j0PJ2hGz93xi5alq6ZF1uuJTrrl271jc2NjbNaDSmPfnkk91eq7q6WjV79uzhJpMpZcSIEcl79+797gVaTU2Nau7cuXHDhg1LjYuLS928ebNXT/c7ePCgftSoUUlarXbMM888E3audnl5edr09PSkmJiYtBtvvDHOZrMJACBJEu67775oo9GYZjKZUrKysjwv9tmJ6Ko1PefYsIU7s1Mi9xxIqDpy3Hj0ZHHYt83N+s0AvoQyd+XUY/lGT5tNFwkAPiVwAoDKiTq/AuyELNcAqIcyamk7OD8lEdGgNhBz7ZycHF1SUlJKx5e3t/fopUuX9rhw20DNtVmoHOQki8kXwMz2TTWAeACjZRnj/1w5clqDW9fxB+IIh1vcIctwNNq15h0VUduv+fie1oXv3Sbd/dTtCacqfUuhrLA+GcA0AK9JFpPQ5w9ERESXRLIuN6Dl7UjA1uV3vE1Ey9uRF5tAuVwuPProo8bPPvvMbDabj61bty5w//79Z/Xif+qpp8LT09NbzWZz7jvvvFO0ZMkSY8exBx54IHrOnDlNRUVFx3Jzc3NHjRpl6+meoaGhrpdffvnUz372s8qe2v3617+O+sUvflFZUlJy1M/Pz/Xyyy8HA8CaNWv8CgsL9cXFxUfffPPNkoceesjY03WIiLrxw45vHA5NaEOjd9ppS9DEiip/LZS820MQII5JPxkLyEWiQ65TtUEEsA8APE9jWOBhHAYQAGXUUiaAX8e9smJi3z8KERFdqoGaa48cOdKel5eXm5eXl3v06NFcvV4v3XHHHQ093XOg5tosVA5+gVBW8T5Do6Q57oao2lISXQ8AsgzHT7OuDxuz4T77xI/v0d+/44bU1mKPo16lEKNmV5hjDE2xnU5vAaDCmUPCiYhogJOlBhVa3g3vsVHLu+Gy1Njr3//btm3ziomJsaekpDj0er08f/78urVr1/p3bZefn6+fM2eOFQBGjx5tKysr05aWlqrr6urEPXv2+PzqV7+qAQC9Xi8HBwf3ODwmMjLSlZmZ2arRaORztZEkCbt37/b58Y9/XA8A999/f+3GjRv9AeCjjz7yv+uuu2pFUcTMmTNbmpqa1CUlJZpzXYuIqBvB3e0MDW4MlWXo3W7BDAAulyofwDB1CwoAjAIgSwIa6lPQVjfizEUvBZd81P+4/LMrHTgREV1eAznX7tzm448/9jUajXaTyeToen5nAzXXZqFy8DsNoLXLPqu36PT+oWfJN+9+OD7+7qULTv1x1+Qvd1ZGpVqdOp+QsEZ3mt7yrYeHvaV2JCRxnaXjfwdNUIajOKD0qvxNHz4HERFdqrb/Bpz9drcrm6i0653S0lJtZGTkd8lOVFSUo7y8XNu1XVpaWtuaNWv8AWDr1q2eFRUVuuLiYm1eXp4uMDDQtWDBgtjk5OSU22+/PaapqemS85DKykq1j4+PW6NRcqLY2FhHZWWlFgAqKio0sbGx38UcHh7uYKGSiHopv5t93xw/ERVYWe1/ZPe+xNiiktAvDx6JSwAEOPwRDeCIW4PGmjFwe5WhWt2mDAUXHfKhgGPyIcNOpHlW4b4pt76Y3rePQkREl2QA59qd27z33nuBt912W21vY+hOf+TaLFQOcqLB7ACwssvuY2oBpqm6Sl/7aX2FpMGRogjxRo3GuR8AfH3afIU4m2fSnMKpUZ+a7W0Ot93qVn/Rfm4mlKEpADC1jx6DiIguA1mqvqDEQJaqep1AyPLZL1oFQThr59KlSysaGhrUSUlJKS+//HJYUlJSq1qtll0ul3D8+HHPhx9+uPr48eO5np6e0tNPP31J8/icL65zHLvUWxLRVUQlut8B5JZOu44BuMbp1OhPFEYIKlHKKrcE6iRJLAcA0YlKARircsIzdD/UuiaM8i5FW+AR+bBhN0Z51GBUp/8XYq5NRDSIDORcu+O4zWYTNm/e7HfPPffU9zaG3sZ1pXJtrvo9iC3KXiyGqNsefD4c94sCNgMIbmrRVv2/DyYHHjBH1tZZPUcCctvjt2btXF6enjUqrci292CCRad1VoqCW6xr8Nwx5qeVAX8em5PUImuzfeDy7XIL/jVHRDSICGKI85zjNs5oF9rr1WaNRuMZb3XLysq0ERERZ10nMDBQWrt2bTGgDBWJjo4ekZiYaG9ubhbDwsIcM2bMaAGA22+/vf7555+/5EKlwWBwWa1WldPphEajQXFxsTY0VHm+iIgIZ+c3zBUVFVqj0ciVdonogsS9siIl2XT6GV/R1nDyP8NPOXyFhuZI1Egegg5AHIDrwsPqv6lr9JZamvTQ12GbyxMigG8B1EKZkzLPsxL+AKK7uQVzbSKiQWQg59odx9euXeuXkpLSGh0d7eptDN3pj1ybPSoHKcliig5Tt71W7fJ4fW1D7AEoc+Ek+no55owIP1Vv3VZRqDlUtEeff2q/SusUq9ZEhkdom+2Txud5+fq0jUgNqPX8xbAjgaPSrC3LGkefWNsQ4+GSsRXANwAKZBmtNrdqa78+JBER9Y7HD+sBvdRzI72ktOudzMzMluLiYn1eXp7WZrMJ69evD7z11lsburarqalRdawE+NJLLwVnZGRYAwMDJaPR6DIYDI6cnBwdAHz11Ve+iYmJNgBYtmxZyLJly0J6GxMAiKKIiRMnWv/5z38GAMA//vGPoB/84AcNADBv3ryG1atXB0mShC1btnj5+Pi4Y2JiWKgkoh4tyl6sue6TX18P4Nu8E5ETVD6uYF+/tmrvclwTegBT/MxyuV++vN8vX95bW+hX11avs3lUoSzgOPxD9kMGMBFACoACANb2y5oBfAHgIIAaGWh0a5DdLw9IREQXZwDn2h3H33///cCFCxfWdT5nsOXaLFQOMpLFpJEsplcAFP8m9Mg4QMbn1qhRtS6dW5aVZOeWuSeHzZ1gbhkbftLuZynzfrHM5Dnxt4dOLvQvlo4dN1qKCkJz3cUeTTO9K9ruDTw5+7mIAwEPBpuhFjBZkpG8zWoon39g7rdp6xbPintlRVI/PzIREV0gQfR3w+vuih4bed1dIYh+50mwzqbRaLBixYpTc+fONSUkJKTecsstdePGjbMBwPLly0OWL18eAgCHDh3SJyYmpg4bNiz1yy+/9HvrrbdKO67x6quvnrrrrrviTCZTyuHDhz3+9Kc/VQBAXl6eR1BQ0FkL65w6dUodFhaW/tZbb4W99NJL4WFhYel1dXUiAGRmZsYXFxdrAGDFihVlr776qsFoNKbV19erH3nkkRoAWLhwYWNMTIw9JiYm7ec//3nM66+/XtLb5yaiq8ui7MVTAJjDQho3+ni3VsiyGJtXEPVt2LzyZEBuFV0I8KqAw8sCm5cFrf57NIlhu4UR/mZ4CTJqBRkRALYAKAWQBOBGAFVQFuW5DoDTrUJe1QS0VU4SftxvD0pERL020HNtq9UqZmVl+d59990Nna892HJtobsx5TRwSRbTGwB+3rH9u+KMLZWibmaoum33HwwHPFWAh06UigHMAZD192WR9g2nE20hv3GOcbuEA5ZPIwNtJ3xskDBtxu3Ht/5h6jejRQFBb2wes3Hb/uG+mhuq4083BRaXlodMBmSLMbLm/a8nr/8jgFQoCVY0gBIAm0WD2db3nwAR0dUpJyeneOTIkTUX0layLjcoKxJ2nuxbL8Hr7grR5wnLlYrxYk2fPj3+888/P6nX6/slKcnJyQkeOXJkbH/cm4gGjkXZi5MB7APgCQAOp2r7nv2m0QA8R6UVmau+NhTLxz1GAbAKgFYGDC4v7K9Jh793KWq9yyAJQAKAIAB7AWgAXANgGwAnAJ2kRkBlBmJkjeADYBeAxVA6j4QCSATgArCjcMljBX357EREVzvm2ldOb3NtzlE5iEgW0yR0KlICgKHZrS33Eo9XQT9xfUPsZyZdgyrDq04CcMDlRtQHVdcFO2S1t3pXdZbk6Va1nfBp0Ilu02tPfHTopt23zsrf6r/539d+4nXA5BHkmWBJO1lsOG6pDIiNiqj5JiaqeqJOdE2B8hZYC+AQlCHmAFAhWUyPiAbzmj78CIiI6AKIPk9YZK+fVaHtvwGyVKURxFAnPH5YfzFvd/vC1q1b+Qc5EQ0Eb6K9SAkAWo3bGBdTmVtYYpiYc2yYM2p0lbPc36PYwwKHbxGusUZjd/MwTIUg1FiHw6mvlWs1bSgCUAjl76xhMvCFLKJNkDDdrcOJ6nGIldXCEQDhAMYCeA3ALAAHoMxpCQCIe2XFuwAeKVzy2BnD94iIqP8x176yWKgcXH7SdcfMiBLhX7uvF0elFW/Z3mzQbGmKHL5sZ7AUomo73bbRXdWS6Qi0lqsFaXeI0zIJMzwSsDujtbZFDnQ1auD+svxIoGrXyPBGm0s1fN+h+Kbw0AbnpIy8MBmw1Td6bUoOqkqCUqQEgM4rHoYD+FCymB4QDea/98XDExHRhRNEPwle99VypQYiovNblL04AUBml93DIgx1vs0t+s8brZ6q0vKwJGhhaYmWg1Wt2KZuQVvYbpQ0xstmlwe01eMQF7oHOrUDRyTA4dbD4fSFy2pEvMqBPY4AIRBAPZSC5N72773a7xXQ5d53AxgZ98qKSYVLHmu+ks9ORES9x1z7yuEclYNLQtcdeq3T2dLq4WGzaYVQyaHavT/hRF5TQEHRfzRNlRtqkz+d9n7gj8YcLhfd8tSQ/djpXe+SCspDAl+oHTFj45wPtTV+Wr/iBn8PjUr2HT/y5DEvT7vrSG7MyV3ZiX7enrZxda2epzrdrrtVo16SLKbAK/fIRETUTpIkibnQZdb+mQ7It99E1KfOyrMBOAQBh+OHVejsdvUkAHUAnF5FKHT4IdAeAp3KiebA4zCEHMKk4EOohYBcAN72YBiqx6KxIVmIcHsJNY4AQQtlle8qAA4AEiAn6HSOjpVaQ7u5/wgAv74Cz0pERGdjrn0FXEyuzULl4HLGfAmyjKY3GhNHLJi0v+y+0DxVqdPLMcp42vkz728hNLg04sOmktdaU48VRGlu8Rtbn6VplcMT7jg59qU/rauNUzdtfbc4Te30EOL/tG/yePObSWa9yhVVXeXnnORvsdwy9vBejcZl2344MUOW0dR+y+564HoBmH3Fn5yIiI5WV1f7MYG6fCRJEqqrq/0AHO3vWIio33U3L9luAKMkSfDSaNw7ALi9imTIOsCvGNH++XDLgApAvCAhS2tFq9oOHwChqjZUq1yYAKABgBHKHJUylD/W9gKYaoyqPuzv29rx/+leAKq7iWH+5X1MIiI6B+bal9nF5toc+j24rANwS8fG1mbDvqleldof+pVMEQTsDNe3CjlBgXafBKdbX+HpEh2uRusXoRFjp5/eeHyGyxgzvCR/TERZQ7i+rfomV4XXg0XXqUOz5SZBL+XZ/ASH3aHGIxnfYqJXlfM5yyiv4/nRDaIMqwx4CoCv3a1S6VRuACiHsqCOC8oCO+MBfNAPnwcR0VXD5XL9xGKxvG2xWNLAF42XiwTgqMvlOmtqFSK66uyHkt/GtG+fAqAH4FCrpXTIyFJb5RaPOji0zfCXgaKaEXCp7GgONMNs80ebvgGeAKwy4FGXBq2kF44BcmyEoabktCXAAagDAJwEEKzVOA8aI2tGFZeGbu0UQyUAXwB5UAqcHgCi4l5Z4VO45DFrH30ORERXJebaV8RF5dpc9XsQkSwmFYBPAVwnyThucek9IjS2WAA7oRQL99rdQvCDZVN8g2rcR8NOyy2rTqXFhJx2egZMrDHfMum493Wep61hHm0/APANgMxlB8d9mbVruF4X3SL5jGh0LlIVS3HeDSH/Wznm9NdHEoPenPSlbnZUSbksw2/mZ7cP+/WIfXk/MJ6c0yW0zwCcAPC6aDCf6MOPhIiIiIjosliUvXgOlFxbDWATgNmyjOpjeUaL9ZSXOuQQImQVdopueZb3iMbtnhPrhfySSE+5VNtiC8awkP3ySU0rvGUIEyoyBTWAIkFw6zJGnzy950B8AyC2z/cueY9KKxJ8vO0ekiS4CkvC7DW1Pi6nSzMCSnE0qFNYZgC5ANYD+E/hksfcffeJEBER9T1WiQcR0WB2Q+lR+YIoIChCYzMC2AFgMoB8AOElpwM1hSsSg8q/ijDWeOoEW4iQXhunstZ8ET7+my2JTbdvuWVck0Ob23HNJemHrrEVe3r7pjW6VCponv52Gp76emrTm6bts/819dOm2VElLXtagvUyYEz0rzs6J7LIBACyDFuZw3PXvtagzwHcAOARAEcki+nWvv5ciIiIiIgu1aqMlV8BmAlgI4DZLrd4PPtgglzf4JXgVYFKAfCsHocQywShoSXFpfYJtMWOHXVyki6+xS6oZLvh3lPhQTOqREBubb/ksMjw+pzaeu8qQNQKgiRq1E5vP98W8bg5OlWSAFGUg4fHWtSJCeVeAI7j+yKlGUqer4GS/78D4Iu4V1Z49OmHQkRE1MfYo3IQkiwmAcAbUFYMzIDSO3ISAJXNrv7m3Z0jWv+6Y7zuf2/arDnQYGicklzs6W932twQpBqdPqrermu4JfaESyVgBoBCq13dmOMMrDlqC3D9LCh/5qHWgOzV9cMjq/5trPzDr7+o/7NltG55xF6Tr8pZsfz0SLf2G2/36amOYY2SLuIXwbnbx3rWdl4h0QFgnGgwH+nzD4aIiIiI6BItyl48ts2mWXHg8PAMyS00Bh9Ck7YJJkB2Bt1ZdqBJ0Lc0Nnk6R6ScGgYgz+0WZrrcquyCIoOvRi1JTrO+qi5AfyMAxBordwT6W+3lFUHq8LD6aB9vW7nbLWha23RWby+btyCgvrLaT20+GekDZVolG5T5LH8AoBWAZ5fw/lm45LH7+/LzICIi6kssVA5SksUkAlgJYBiUVQKrAIQBMP3PvqlbPyhMDjJ6NlZ8cd2aiVqN9E1lnZff5n3xzrvm5IwH4AflLW0ElEm7h0GZO+ArAF6yjMmP7Ju6M7je3TR9UoH076JkYYKmVpC8Xaovj8XBVuLpETK3MhMAXojIzg5W2zO6hLdeNJjZs5KIiIiIBqW4V1ZMFJzyKyEHZT8PvbPOO7XR7T+ubpSok6qhzDMZA6ACQACU+SwNuebIxto6v+ntl9jn493aOiqteFr7dmH7v75QFhVQA7DJMlx7Dw0Pstt1HdfyAGAFMB3KkO+UbsJLKlzyWP4VeGwiIqJ+x6Hfg5RoMEsAfgpgNIBkAJkAkgCIS8d+E3Zk/sqUhgJvzZT37zl9utUzLCywxf+uOTmzoLyl3QvABGAPlCIloPxvIR3A8NNOz2+tYZjqGtHmP9W76rpIt1P4MjtBXv/RCF3dN8Fq3/F1fgAgyzB7iC59l9BkANGSxeR9pT8DIiIiIqIroXDJY99OSCv4wvTLPJPxgZMTAyfXTBZ1kheAWCgFxUIoPR/bAFwHQJ2cUD7dGFmdBchNOq1DlZ5Sck2nS8ZBmaopAEACgIkAUlwucbjdrm2Eks9boSyoowHQBKUg2lUNgK7zxRMREQ0ZLFQOYqLB7ILSk7JDHYC9KgGnmpr02T8ILnLUaXWpb+SOFQCMhJIchUFZeGcXAK8ulwySZYSva4hx3BVQ8O3ThkOxjW7N1z4RjX4jphf5BNbLsk9ak6gLctrKywI31dR5N//p1JgqSUYFgCNQ5tGpar8+e1QSERER0aClCXAWC8J3mzKUOSR3AWiGMkzbF0reewpAqyAAMdHVU8aPPtEWHNhUJYqypsslvdrPL4DSG7Pc7VYVQsnTywHMgjLU2wolt9YD2NZ+/SwAh6DMYfnwFXhcIiKiAYGFysHvb1AKhHlQ3tCOB3BDWGCL57N3fT1bFGV5TVHSuDaX2gylkNlhEoDdUJKuDkck4LNfhhy/dpZPxUSNIEf+p3546OG2QL9U2do295ZjdrWn26EXXL4bJ2y89s6wE41rssfManDoKwGMADANSiEU7dtERERERIPVOgBbAWQD6Oj1OKn9KwpA+yreqIAyb/wpANDrXGFxsVUaACc6XasKSi/JKCgjoaIBaPR6p39q4qkcb682yc+n5UtAHgsln44B4A2lGGoEMAXAKAACgMS4V1Z0LYISERENCer+DoAuzpRbXxQA/Dgl9uabX310o1Gjloxdmoxpcmq3S7KYCUC4d/uN+HDGR2MEAcVQCpYNUJKq3wCYCmAsgHEq5a3xHgDhbhnava3BoqXKr+UP5fFB48YUBPiOaojO8KzeoRWlYbcbTma85z8yJ1BnG9VNiE1X4rmJiIiIiK60RdmLhwH4PwAqKEXIztRQhoDXtm9PgjK1kq392AkohcmVUF7kj4aSa/+gfX8WgMlQCp0+gQEtnoEBRQ4APtU13vvyCoyBUAqauecIrw2A+9KfkoiIaODhYjqDkGQxiZKMt370hzvSKmp9J/h42pr++eQ6c2hAy7jO7WQZGPfRosONDn06ALx6zVefXh9dNA7f93o8AGXl8G+gFCs7c+bZfLf9p36449chRyfpRbeUb/ctfb0mpc4tC4mPhhw9nObRmAFl+MkeAAYob347jBcN5n1X4PGJiIiIiK6YRdmLJwD4C5QCpRrKKKSROHsF7v1QCpCAMrqpCWcWNfOgzE3ZCCCky7lmKEPAg9vP+UKSodt3MN5kd2hPArADmA3A0t5uMpTelACwrnDJY7dd4mMSERENSCxUDjKSxSQAeA3AQ82tWuu8391T53KrYgRBxq8W7txxy9TccYLwfRKVUxtScOuWH8bOjSra+eo1mzI7zbMDANuhDD2xQ+lhGYazZUNJnrYDmOyWUSlDKFALcjSUxKuDC8qcOyMAfCUazHdctocmIiIiIuoDi7IXp0PJe/2hTK/UsWp3EZQekGldTskGEAplAZzITvvd7V9aAFsAzOzmdh2rejcBEBoaPQ8eOR6b3n7vjhy8QwGUgmcagDGFSx47V29LIiKiQY1zVA4+fwbwEAB4ezp8Xnv0Ywcg22RZwEsfTJl299KFdSUW/92yDAkARgZVx63K/PQ/r006q0gJfD/0/yCUlQvPxQ4gFUC2SkCkWpABQNfNtaYBaIWyGjkRERER0aCxKHtxAoCvoBQKASW3/bb9+2FQ8uFvoEyf1KG6vX3nIiUAlEEpUrqhDOMu6uaWKVBy8IOyDO8ThRHD268lQ+kE0Fk8lN6bv2WRkoiIhjIWKgcRyWJ6GMDvO+9LGVadcMfMw3s7tkur/KPueW7hNfc8t6Ds22PRWyUJ8yaHlQec45K+UIqQ0VDezm7F2fPdjIWSkAUD8GnfJ0BZhbA7H4sGs7U3z0VERERE1J8WZS+OBvAJzh5hlALgdPv3ApTpkkKgDAf/B5Qh4v7dXLK6/d+dABITtI1mjeA+2U27UwBSHA71Pptd21HsbAaUTgdd2AB8eEEPRERENEixUDlI/Dt37gOyjBehzAd5hvnXHkvouu9UZYDxsb9f72/68IEF9Xbd2X0plflumqAMaYmEMl/ldAD5AEo6tVO1fxXg+5W8Vei+UJkP4KkLfigiIiIion7WXqT8F5Sh3bYuh30BFHfZp4Yyz3solGmUzjLVq6IhXN2aBWCUCNny69Cj016L/DYqUdewo0vTaADBxaWhnfP1NnRfqPxl4ZLHKrrZT0RENGSwUDnALcpeLCzKXvx/m5sj//ZWbeIxWYYJXYqVOrXrrEKk0wO7KycgBaKw6M6t80bIMlq7NDFDmZRbB+VN7qT2/SlQ3hLvbN9eD+BWAD+H8pa5Ckqvy0IAle1t6gC8DmCSaDDXXdoTExERERH1jUXZi9OgDO+eAGW4dR6UQmFnXYdh17a3+wGAZ/B93gwAECBX3hN4MvPP4funALLmh34lJ/Si5KEVJd3vwo5MezAo74AAuRZKXr1EkgRjda3fl1DmrGyBMrTcAqVYKbXHd33hksfevoyPTkRENCBxMZ0BTLKYdKedHr//Q8WYJ10QNQAQrWkueirskFMrynWyjJQ/rZp+Ysu+4QZJFmsB1Lu1EJqGwaMtDOPRaVLKX6XuzfpF6oEp7ZuNUN4EewH4EkqRMhfK0O6UTiH8UDSYN/QQnwCl0GkXDWb+D4mIiIiIBo1F2YuvAbAUwKz2XTKU0Ua+ABKhjDhKBHAYymiijsJhOoDOUys1Q3lxbwSAaV4VO34cVDANQJnZ5tto0jcFQhmdNAZK/o0al+6L35zOuHVVxsqunQm+E/fKCjUAFC55rGuhlIiIaMhioXKAkiwmFYCPAdxQ7vDc9ZRlzCRlWhxAI7jtvwjO3bXt0yT32q3ps9C+IqHTE6eqx8EHgtDNnJQyttzwflaMd9MUfL/ad8e/nR2DUsgcDmCYaDB3faNMRERERDSoLcpePAfKaKE2KD0b4zsdPgpl9NANUF7utwLwhDJv+9RzXPIYgOGA7Hg9arfoKbqtUIqanRfZaYKyiGUcgBWiwfzy5XsiIiKioYFDvweun0JJjhCpbZ20JDh3e8cBp6zS7WkNFQFB2/mE2pGoEwTIgFx/9uUEzPrsjsMAZkMZTrID3c+pkwqlh+XbLFISERER0VCzKHuxHsAqABoovSe9oQy17mAAMAfKopPVUIqUBwFMAVCK7uePTAWQPs2r8veeovs0ACfOXgncF0r+7Q9g5WV6HCIioiGFhcoBqtGtmdN5e7RnXeatfkVZHdvjPGp80odbmt995oOyuPBaCQDitI2WHfP+fWrTTavNPhr70a7XlCE0iQbzZtFg/hGAsh5uXwvg1cv0KEREREREA8l0KFMedTBA6e1obd8uhlK4zMP3c7LLAPa3f2V3c003gOLFqZ++AeBHAMJ7uP//iQZz88UGT0RENJSxUDkAjXj7zxMeLp487I8VowqOtflvb3BoDzsk8dQwVYsNkAueDTtQMNqzLura0UWzjGGN3qGBLRIg236VsE/nqXG5w7VtgZ/OXqNX26RvIcuNgOzICDm9I+sH/75espgWtN/mJwDe7eb25QBuEA3mym6OERERERENdvOhzCu5E8pCNQVQeknmA/gcwAgoxcpUAB5Qeke2ARjVfv5EAJ8BONG+nQ+lgPn2ouzFgaLBfADAPCi9Mbt6FcD/Xu4HIiIiGio4R+UAFPfKin8DuDvQ33o4Yfhpt1ol+e07NNzTz7e1LD2hNOWv0bs825tuhjIhd4pbgvvnZZO9U7T1O4KOalRrNqWPamj2CJAh2//65H9LUiNrTJ1u8ZBoML8JAJLFNBbKEHMfKPPxrBMN5pY+fFwiIiIioj6xKHtxCpT5JDvmixwBJQeeBqXwWNH+/QEoxUwDABOALAChAI5Amct9VPslvwYwo9MtjgGYtCpjZZNkMfkCuA1AMoAGABtFg/nwlXs6IiKiwU/d3wFQt0YDQF2DT/qe/YkID6vb4+Hh8PLytLUFquw1aF9REIAWwDUAIApockLUHmwNHlb036ThHRe6JrX029TImq5zUb4kWUwbRIO5QjSYO4awEBERERENdaPb/+2YL7IByrBuQClK1rZ/bwQQ3Ok8GUrBshHfFymboKzk3VkqgP8B8FvRYG4C8I/LFzoREdHQx6HfA5Ou80ZFZeCEhkbvNFGUZT+Vo/N8Nt/9/GyyqhwA3K2qus7nPnp7VuI5rn/TZYyXiIiIiGgw0HXZ9sf3C0xqAOjbvw8G0Dmv9m7/N7DTvpz287taeEkREhERXcVYqByYzloIBwAsVf6ROsF9uk1S5W61Gnb82ZIeJMuwAUCbpGoGAMmmcnx/hmwLD2o2nOMePU3wTUREREQ0FHWbZ7fbBaAVytyVOQByOx3z6fIv8H1PzK6YZxMREV0kDv0emNYDuOXMXbJkCG2oybEFzXqobFLHzuaPm6K/udbbElzm9GoAAEeNzvX9OYK+3qqvD/CxBXRzj8LLHzYRERER0YC2F0AZgKgu+w9BWSTHs9O+LQB2QylO+kIZ6h10Afdgnk1ERHSR2KNyYNpz5qbcNjzWsjfCUD+hS7uDGxpjZ/+qfOLol6rTpgAoac7z9e/c4PNvTce7uX49gI8vY7xERERERAPeqoyVMs7KtbEPQALOLFICwHgo88GnASiBsjq4qtPxiHPc5p+XHikREdHViYXKAahwyWNmABsBQBDk0pGpxWXdFCmBM3vEegCQbaUeIZ0bfJVt6jokxQngXtFgbrycMRMRERERDRIv4fth29sBjAXg1U27pk7fTwVQ2eV4PABLl32bAPy/Sw+RiIjo6sRC5cD1Yw+9fe2EMWZfX5+2hHO0GQtlHp0OsfoI24nODYoqAhJlGU4ANgCfA5gsGsyfXJmQiYiIiIgGtlUZK3cC+DmAbCgL6QjnaHqyy/Z4APYu+/I7tX0SwA9WZax0XqZQiYiIrjqCLJ9rDmjqb4uyF6dCGYqi76HZIQCjOjZczaraktcTvABBD+AEgGd2vP7WBwAgGsz8YRMRERERAViUvfgD9LxC90EAo7vs2wFgGpROAO8D+A2A2vYh5URERHSJWKgc4BZlL54FYDWA0HM06UiWvtuuWB+1qPWETyuA6qx1j/MHTERERETUxaLsxV4A/oFzFytrAAR32rYBuAfKHJdVqzJWdu1dSURERJeIhcpBoD2JmgvABKVgORZANAAtlOHcsVAWyNkI4D+rMla6ur8SERERERF1tih7cTqUIeBhUOadHAEgEEAtlCHdegA5AP66KmMlV/QmIiK6glioJCIiIiIiIiIion7HxXSIiIiIiIiIiIio37FQSURERERERERERP2OhUoiIiIiIiIiIiLqdyxUEhERERERERERUb9joZKIiIiIiIiIiIj6HQuVg5hkMQn9HQMRERER0VAjWUwCc20iIqK+J8iy3N8xUC9IFpMJwK8B3AggCsApAO8CWCYazC39GRsRERER0WAlWUwaAPcDuBtABgAJwA4AfxQN5t39GRsREdHVgoXKQUSymG4EsBaAvpvDewFcKxrMrX0bFRERERHR4CZZTJ4APgVwbTeH3QAWigbz+j4NioiI6CrEod+DhGQxhQD4D7ovUgLAeAC/77uIiIiIiIiGjKXovkgJACoAb0sWk2/fhUNERHR1Yo/KQUKymJYAePk8zbIA5AHYDGCtaDC7r3hgRERERESDmGQxqQHUAjhnIVKWIS3afuN7u6qiTgBYVbjkseK+io+IiOhqwh6Vg0didztlGdbyIu23778aul1yYxiAnwB4H0CWZDEF9mmERERERESDjwHnLlLmA9j+eu6YL3dVRd0F4I8A8uJeWXFnXwVHRER0NVH3dwB0YXJ2eZ2qr1J/erpYp6o+rdHpPCRNXZXGc+dnfiPcatH/sTdKi0UVIjudMhHAPwHc3E8hExERERENeJut4c44rfUTL9EleogurV5wazWCrBIEDAcQZnVoal4+Nu6aTqfoAKyKe2XFscIlj+X0U9hERERDEguVg8TISS0xUFb6BgBIEvA/69I+D7rf11cdJtSOj7Bqu54jy7hp7/Zrk8Znbsvr02CJiIiIiAaJ1fXxWgA/6LwvTtOU95Qhp6pNFsX3ShIbZQhNAPw7NVHDLT8M4IE+DJWIiGjIY6Fy8DgK4DCABgAaUUTkL24+mfyUZWx4nLbJ4a92JgMwAzBJMhoO5Ece/n8fToo9VRnwk6xMPN6fgRMRERERDWCnJUnItdk1DQ1NXq66eu+Afc26KEuaz4FWvTDz26MJNgDlAIwAIDrlHJ9itHlW4M4pWS8+nrXu8ab+DZ+IiGjoYKFy8NgPIL3zjs+aojYDgvWBoLy2ogr/A82t2vrs49HV728eOc7uVE8DgEkjSkZJFlO4aDBX9EvUREREREQD2KqMle64V1ZUApjeabdl/6loj5ZW3Q53i1oSXXKCpg2bfIswXNOCke1t2gDcAeCtPg+aiIhoiGKhcvDYD6ASQBgArK6L27Gr1TArRmPNC1E7HA++usBtdWhDHDZVhCyLOpXodj+7eEvW1JHF0wFslyym8aLB3NivT0BERERENDB9gu8LlRUA2mrqfCcB+FrfKNsDcqGV1QgVXYhrb5MHZa7Kv0259UVX1rrH/9EPMRMREQ05gizL/R0DXSDJYvqxJGPliuq0b3Jt/pNNuqadDwflmrQOd9Orm9NzP/dOiPx/ydtt/14/xvXHxV8bvPTO5E6nPycazM/0W/BERERERANU3CsrvAEcAuAG4AfACqAJQAQkuVh0wi7pBNmnULZ7l0InAFPwfaePRgBRWeseb+6P2ImIiIYSFioHmeWH5z/R4NTOm153qlFd6NScPOqhq2z0cKx3pyHqx47Imwwnq+4PLgCAzC6nlgKIEQ1m/sCJiIiIiLqIe2XFMADvAGhp36UFoAHQDMANSY4zZCFYlBHSzen3ZK17/N0+CpWIiGjIYqFykJEsplgARR3bsgz5pROjP/uoMs53QlyJ7fmIfbN2NBu+yvS2TBcEdF0JPFE0mM19GjARERER0SAR98qK96DMO9mhDMBxyDICchHiUQMHlOLl6C6n/itr3eM/7qs4iYiIhiqxvwOgXisBkOuWhfLsluDtv6sYd/qI3vvGuJgq/3hto7bJpdn0z9r45NNOz73dnOvZ18ESEREREQ0inwJwAdgDYB+ACABpAIZpG2ABUAdA6uY85tlERESXARfTGWREg1n+35xbX8y3+62UIURKLsHRku+zXxPgqBKHCZ5flQ7X7cxOUd3VFmt7zLR325SRJX7QyGJpi691dUFK1Qvz+vsJiIiIiIgGrPcBPAVgAgBoLK2nfA42nNB5GiIESfaDKA4DcBrA15BlLYAgCEITgGP9FzIREdHQwaHfg9Ci7MXhdVnBH1iP+OlcTZrhsiDYIMs+sihXt0YIeapmQefRAK2kBqrGw0fSCh1DU54pXPLYc/0aPBERERHRAJb24FPL/bZbMvQnm6IFl+wLAXZZho8zPWar7OfpBZUoCm0OleB0293G4OkQBA2ABgDhWeset/Vz+ERERIMae1QOQqsyVlYkff6i3ZWKVEmDQAiQ/XzacjUat0Odr3VoK3QesignVGYI1bJGSO906nwALFQSEREREZ1D4BE5R44y3m5P0kdAFNWwOWpVlQ1mocXuq/vmuATAxzUsTHKOjJkGQRDaT/MHcC2AL/orbiIioqGAhcpBShVuLzIEWvWhwY2yh4cjDoIcbbdrzG7RQ+URJdqOuYNOyS79hC6nxfVLsEREREREg4QU7HtYrGqsUx8vK1BVNQXB5Y4TAB8ALnegt8WZHiPLfl4pnYqUHZhrExERXSIWKgepQzetqlEJmNKxLcvA/+yfWr1HrfMqsQc7dSpXU3Rk9dctNVpXS7FGDY2HqGmGNOXWF7VZ6x539GfsREREREQDlcfGfSUARnXZrQXQCJUo63abJVmjOuKODi6QQnwdAETB2qYSq5vcfR4sERHREMNC5SClElDTeVsQYJ5mKpQrGjCzodXzU4/8hjbv1RV6WMM1+oSIcRDgCwAOb8wE8Hm/BE1ERERENPC1AGgD4NG+bQVQASBRVd1kBdAg2J1N4vEyO44jBN8XNe2zxQVvbZLWcBEAIiKii8TFdAYpyWIaDWAjgAIA0QDiZBl4aOuMz8o/dtmsp8N8Ra0KTl+fmbIguF1e2NNgQpjTV2gBMLpwyWP8wRMRERERdWO2uOATACEAJACjAegkT+0eydezUmVp0EAQ1ICcIMiIBVAMoAxABoBbNklr2CmAiIjoIrFH5eB1CEATgEwAaLOr2/60anr28S/8wrUHisLdsTVH3WPVNrGx4eOKqcYMt4cwudO5YwHs64eYiYiIiIgGgw8BrOrYcIf6HXVMNAVDJXq6T1UXC263IHl7HNFkF5xWOVyTAMS2N/0JOHqJiIjoorFQOUiJBrMsWUyrqxs8H3ll7aTcHQdiktUHiqErNRuXLC/LKZ4a2urn4ZRf2jX5GrddCO1yegZYqCQiIiIiOpf/ysDrbmNwnjPNqIJW7Q3ADrfklEJ8JajVWs23+ar2ImVnGf0RLBER0VDBQuUg9tcNGSv/s2nk78WqphD9oYOnPKaJ8Pu7j0Mfq3UE1bvdf/h8hpfGKhzwr5b1LZGA009QC5Dd6YFVrv6OnYiIiIhooNokrbFOmff8SmjUD0CWs4VWh119qMhLrG70lfVagwC5QdZrBceImK8Eu1OjPmnRCG5JljSq+im3vqjKWvc4F9YhIiK6CJyjcpC7buaDT3hEWTN97td5ih5CEIAUAKrmk16Hyj8xWtpCILVGYAw8ZPmG6JPmJ9L3JId7tpSJBvPY/o59qJMspmAAPwDgD2AEgFYAXwH4VDSYpX4MjYiIiIjOY8qtL0aLtdbXxfJaLXRaH5cxOAEe2hAAgMP5iVjfolKdrAwRqxrS4aE76EqN1rgjA8dAEK7LWvf4V/0c/pAmWUwCgGkAJgAIhjKf6HEA/xYN5or+jI2IiC4NC5WD3KLsxaMBHOjYVkEqGedZUzxWU+P34PYby3w8bO4l8Qd182IK5qhFWex0arRoMJf1fcRXB8liWgTgdQBeAHYDuKbT4a0AfigazI39ERsRERERXZgpt774BYDr2jfdAL4FIKqKKhugUkFoaHG54w3jZE9deKfTXs9a9/gv+jzYq4RkMYUBWAtgSvuuMgBR7d+3ALhXNJjX90dsRER06Tj0e/A7BMjbRSBhps/pEwv9iyarBTkGAJ6asq1iXUVcYNspvStXCs2PNTQ0+3rZ2wCIAMZA+aVOl5lkMc0D8E8AQvsujy5Nprcfn9+XcRERERFRr70CpSB2FEAYgMkA4I4NrdbsMZslH88G2VNXDaAKQDMAF4Cu88PTZSJZTD4A/oXvi5QA0IjvC5VeAN6XLKaxosF8pI/DIyKiy4CFykFuVcZKWbKYTkNZ/dsTQHZVm6e0tzrcveHbFO2p7eHarNTy6utGnkzx9bInA4Aso6m81TvNCHzcr8EPMJLFpIXS8zEcQCGAfb0doi1ZTCMBrIHSizIDyn9j3t00/aFkMSWJBnPepUVNRERERFdQKZTi13gA+VBGxmggCKJzYqIgAyoAkgCMBCDIgAQBRUlLX1TlPcN5KjuTLKZYAGMBOADsEg3m2ou4zCooP4tcKFNeAcr0Sp1pADwOYNHFRUpERP2JhcqhoWNYsT+ASWpRanj24KScereHJkyUGw8VRwTct/EHuVKIFF1p8wpqdGib/f1aYw4M78eIBxjJYpoDYCW+fxsLAMcki+l+0WDO7sWlngKgBTAJwCEAcQCCztF2IgAWKomIiIgGro48WwSQ3P71DQDJ5oe6pgT4u3WoVbXhiKxGiFsHP4hCE4A0ADn9FPOA0t4L8q8A7uy02yFZTCsA/EE0mJ0XeJ1xAH7YvukFIBtKxwB7N80nXnzERETUn8TzN6FB4Ixef4E6W9GD3kfqJ4w9ESTOr9e3THT510UKcpuPVD48qbxuyoS8iBHJpxYtyl7MQjUAyWK6BsCnOLNICQCpALZJFtPoC7zOMw5JTH+3IGV7o0PbBGAUgJr121MOb/gmeXc308F6XlrkRERERHSFdR1dUwfAVm9CTV06jC4vIU5WCyqXj1Dv9hAqIAoigNEAZvd9qAOPZDGJUOaTvLPLIS2A3wN46wKvMxzABwA+h7Jojh5Kz8rNUIbcN3U5hXk2EdEgxULV0HAEys+yCEA0gNEjIqvEEi+h5ulr9ocl6JqSFpdOaQIE307n6KD8gm/uh3gHjPbk6W84938LHgBWAJhxnussBPCsVpQwJqhSnfHRImuYR0v+vfFHG8M1dv3/rZ428uUPJ5dNTi85+Ytbd4cZApuboMynQ0REREQD1xEoPfZyoBQtlSKkiI8gCjYoL7pPQpmGqbOAPo1y4LoDwJwejt8nWUx/Ew3mb8/VQLKYdAA2QhmpFAelR2shlPn2ZSgrfnsA2NN+ii+APMliEns7jRMREfU/9qgcGtYCMEJJkOIAYIypIn1CS0N9or4pSRQAjSBVdTmndFXGyqu6SNluAoAR52lzrWQxdTfPJABAspgEAEs7tlMCauPWz/qvvaLVe9jzhydOFaKdXr+/Z/v+6yaYT95z3cHIsIDmJCjDVJ5sP5eIiIiIBqZ9UOapzIAynFgHAJ4WeEKZnxJQegd2ldsn0Q18D1xAmxvPc/wOKEPuO0wFcBrANChFSROA7VD+tk1tb/tDAD/obbBERNT/WKgcGtYBKO68QyXKQpJ3/XerTfurHF0nq369D+IaDEwX0EaAkgSdy/8AaIPyZhcAkBpQE/fihK9LAGh/tXtWVOa4Qu/f3b0jM9FYEy98X5pMARBzcWETERER0ZWWte5xN4BXu+7XNMAEWU5v3+zae7ICwIYrHNpgcSG5tv+5DkgWUzSAJwHswJnD8K+BUgyeAGAbgFlQhoJ37lxwvgIoERENQCxUDgGiwdwG4CYob3u/ExfR4NPxfYym2dbp0Doow5kJqLmANnUALN0dkCymVADPQpmP0ngwy/uzpnrVYbckyHPCim1/n/LFgY3XranyVLv8ARwAUADA1X56IwC/S30AIiIiIrqiXkOXl/wubzghCLr2zVgoQ5ABoAHAbYVLHmvps+gGtgvJtY/1cOxlKMXOaQD2QilYNgGogpJLfwql5+RmAEcBdHTOcEJZ/ZuIiAYZFiqHCNFgPgqlh97DAFYB+AeUX+ZNADDCo94N4EsoQycWrMpY6TrHpa4226EklD35aw/z2yzC9/8dqdMyWtLuHJ2cPPtn92S/+9UoXBt+akyiXz0AGKDMB1oOwAxlriM/APGX+gBEREREdOVkrXtcylr3+C8ATALwEoD3JB3eBXC4vYkGwNcAXgSQVrjksV39E+mA9N/zHK+DskjOWSSLKRTALZ12TYAyr3wBlFW/wwCEQhn95AZQDyXProbyM0kHERENOoLczVLENHS0z4HoCaBVNJj5w+6GZDHdBeDdcxw+DmC8aDCf9VZcspgeAPC/7W0md+x//pfGfUcWDHeklkjOu+ccchvDGu0ApgDw6XoNAD8XDea/XvJDEBEREVGfi3tlhQ6AVLjkMWd/xzIQSRaTD4BvoXSo6M5dosH8n27OC4VS/G0GMBxAcPuhwwBaoRQ4PQC0AEhC9y//T4kGM6dZIiIaZFioJAIgWUw3Qxla0jmZ2Qjgp6LBXNlN+9FQeqx2TKK+D8pb3eht+wM3W+O9PG7yK+0oXmZBKVR2Z5ZoMG+5HM9ARERERDTQSBZTMJQ8+0dQej8CQCWAR0WD+b1znPMJvp9jsgHK8PBJUKZQ2gxgOgA9lKmvos9x6y2iwTzrMjwCERH1IRYqidpJFpMKyhCRQAD5osFc1kPbdQDmd95XYPc+/k1zeHMoWir9dS5Pg6ZN46tyaBtc2urhOuuNooCuK3yfAJAiGswchk9EREREQ5pkMYVBWZXbCuCQaDB32wtVspjGQekQ0NVWAA4ANigL8GihFD5DAcR10/520WD+8NIjJyKivqTu7wCIBgrRYHYDOHiBzad23VFg92vY0WK4BkABWlDe3mY/gB/oBVfur0OPiQm6pqT25i0AfsQiJRERERFdDdpHKZ01UqkbZ+XZ7UwATkGZq1KEMr1VPoBwKPPOT8L3C+j8C8CaSwiXiIj6CQuVRBenYwEdF5ThKC2brBEdw8BDobwp3gJl7hy4ZNFTK7jdAL6WZXivbYzZ9VmTMX+VoY+jJiIiIiIa2Dov+NrU/lUKQOkQoPgaSq/Kazu1PQzl79tiAP/g/PxERIMTh34TXQTJYvoGwCgA3h37LE6Psn/XD88bra/RbWiKFVsklU0EAv1UTtdSw4FEb5XrIIDMg62B21+pSc20O9TfPuh94vfTDGV+AOZBSbZyAawUDebivn8qIiIiIqL+JVlMdwB4DUpu3NERQIKyKE8jAB2UYmYdgNkA8qB0FPCB0olABBD0bl3cL/9xfNTOU+UhP4Qy5LwJwKcA/lu45DGpzx6IiIh6hYVKoosgWUzbAGR2c2gHgGk2SWw7YgvcN86jZiqAakFAHoCpzW714UfKJ6a5ZUEszQv/ZvOcDycKAhoAhHS6hg3Aw6LB/I8r/RxERERERAOJZDFdB+CLbg5VQZlLXg1gE5QFdXYBSIOyOngUgCMARu5tDT74Rk2StaHJC0dyY6d1uc42ALcVLnms9go9AhERXQLx/E2IqBv/BdAGJRnaAWAngKNQ3vZCL0oe4z1r9IKAZkFAIYDJkozaP1hGh0kQxPyCyO0PmnIkQYAGytDxzvQAVkoW040gIiIiIrq6fAOgBsp8lN9CmX9yL4BaAKfb20RAKVi6AVgAGNvPG1nn0la9WZMUDAijtRpXd1OdXQvgv3GvrODfwkREAxDnqCS6OF9DGXYyoptj26H0tmwFcBLAKFmG9EpNSnmdW59e1+B1tLrWd+pN1xYUtbe3nuMez0EZnkJEREREdFUQDeZWyWLKAnALlAJkZ+VQelZGt2/rAaQAyAaQKcvAHy2jT8sQWgFEa9Ruz3PcZiqUYeNfXu74iYjo0rBQOcRIFpMA5Zd1KpSV8AQobyO/EQ1mR3/GNsTYce4eyZlQkp6OFb11n1mjvslpC5rqdIlNufnRXh4ql10nuuPaj7vPcZ3RksXkAyAIwOT2+30LwAHgLgDDoaycuFY0mA9c+iMRERERUU8ki8kXSl4WDEALoAXALtFgPtWvgQ0955pDMhJK70p3+9dkKAvspALAu/XDd1gl7TQoI54gCLLqHNcBgGlxr6zYBiV3jwZQGhrckJUYf/rG9n0aAHsAvLcqY2XbJT8RERFdEM5ROYRIFlM0gHdw5up3HUoBLBIN5q19GtQQJVlMIpQCcGSXQw0A8gFMgJLYVB1t88eK6hHJkgTtnv2JTS63Ks3o1bj5/zK2aSvbvGTZy9F2U1Dp3O5uA2AVgPugFJw7FAOI7dL2LwB+IxrMnBiciIiI6DJr7wywBMCfAXh1OSwDeAvAI6LBbO/r2IYiyWL6BYBXuzm0G0pR0gPAVgD2FrcqWCdKEZuaIko+bIybBqXH5WEAmiarvjHnWNwkKIXlrv4NZZ7LqI4dxqiq7TFRNV3noS8EcNOqjJW5l/xgRER0XixUDhGSxeQN4ACAhB6a2QBMFA3mnL6JamiRLKaRAH4JIB3KhN3lAH6E71cj3AvlbawByrw6BwAIm63hztX18Td4ic7GZ4MPWl/MG7t3jTltBiD4eXu1ZY0eUTQlUdew4/HQo5PUgty5l3MWgCndhHIcQHI3+1+L//BnSwqXPMb/qImIiIguox4KZ539SzSYf9wX8Qw1ksWkB/AzADcB8IOykvd4AIntTera901q394CwF3p1Au/qxg3DBDiAWxzuYWWtjatzsfbPkuW0brvUHy9za4FlJ6vpk63tEOZ8zKicxzhYXV74odZJnQTYg2ACasyVhZejuclIqJzY6FyiJAspscBvHABTT8WDeabr3Q8Q41kMS0CsBLfFyU7HIEyLKQRSi/KDpuhvF1HXpuv9v+qR44H4Hl3QMEOL8EhFlWGqp45MMU5cWz+SLVa9gMAjeAueDTkmCNZ35jilmERAZcgfP+Gt4PNrcrWq9wZXfeXNvvsmf7ZnaMAfOuzq3JF6IdFX2+S1rRchscnIiIiumpJFpMXlEVcfC+geZpoMB+7wiENKZLFFAQldx7V5ZANwH4oOXUqgID2/UcAVDgl4MmK8Yk1bn0BgJkAGu121ba9h0w/mDAmf0e5JchZWh4yp/0cF5TFLydByd2/BHBd11gC/a07U5NKJ3cXJpSelToAqwH8Y1XGyhMX/dBERHROXOls6Jh9ge1mXtEohiDJYkoE8HecXaQElMV0qqEkUN92fDkkoVmSIckyxq2sSzRB6R15+N364RNqXbrWLadj2mRZnFZSYDiqE9x5AOCUVfEvVI1wPVKW8e0j5RNLPmgYVtr1ZnV2/aFPTg2v67pflmF/IGuuAUrylBn80an/FQQ5z34q8VnJYgq9XJ8FERER0VVoPC6sSAkAM65kIEPU6zi7SAkoC+VMhtL7MR9Knr0HSk9Ix8dNRs8at74EQKrDqTogSWhUq92xGo3ruFotXRMdUXOtTuv4EspclmoAY6AMF/8ayqilgq43rGvwVskyLN3EshNAPJTRUzMAmBdlL/7bouzFcxZlLxa6aU9ERBeJhcqh40KTJ6/2+RXpwj0J5c3ruYgA2qDMIykDcL1Vm6R/v2GY5pOm6N01bn04lIWNGrVw58/xPT1DaHI5ACAzsML9WtTu+Klels/+J+yQWS+4xSZJN7FF0khfWqOuOdQWuL3zjf5yZLxDLUhe7fcBgCYA37x4ZPzWE02BMQCgK7aaRbs7ddSU5pMarfwMgJOSxbTwcn4gRERERFeRC82zAcD7ikUxBEkWUwqA23tqgjP/ZpUBtDpkeO5oNtihzD1pOHA4TtyZnVK/e19SmywJXoKANlGUm+wOzRwo81V+A+AogDlQio1eUAqh9Z2unQsIXtZmj849JY9CKWyO6rRPBNDaHveXAD5ZlL3Yp9cPT0RE3eKq30NHd2/+unOCC65cuPaJ0394nmZBUOa82QvgGgBYHJj/+S/KJ/pKUE2E8gbWBkAzubWi+Mt/BzWUPFOVmrxBk3OkKrjJ6VDtuz/oxLUOSVS1yaqOXpsOAHilOmXa8oi92cFqe4Yso35tUWLsrMji0+33apRlTCix+gb/LW/0yI5ggjeUVALy8EdeKOuYh8cbwH8ki6lINJj39vL5Y6As5pMEZW6gDQA2iwYz54wgIiKiq8WF5tkAYL5iUQxN55uSKhvKgjc5UPJRHYDjJ2y+eVZJGwBlUZ0TkYba5nJLoKjTulym4RUCgAMyIHp52tDS6qEHMBVARwcAQ/u/UQAOQSlaagGUAfDPPxlhj42u2hISZA0CEAdlfsqOQmQ5gLFQCp/T2vfdAGWKqF51DFiUvVgF4FYoI+M8ABwE8K9VGStre3MdIqKhhj3rho71F9jub1c0iqFHg+8Tk+4chpI0iVCGk+wFYPVQSamPhBzXRahbdiTr62tH6Ws0wj6b441/pnq+/AdjmOc0zclAz1bUfRp03fOfTqkD4GmTVbsBQQ0AbrfgBgAZgvBkxdgRrZJqvyDg9PHb3g6dFFqmOdAa2PaH/Ax35id3Vsz64kdtgOALAKpGR42uuDnDaLLvCTc6wjvFqQLw+wt9aMliEiSL6UEok5b/EcAdAB4C8BWA9ySLqacepkRERERDyQEAJRfQrgzAZ1c4lqGmu9W4O+vooToSSu9GJ4DqJH3TzRHqFiuUwqE5OrLOPiqtqCk8rEH29LCHyDLGnzgZ4dvS6jEcSo/YNnw/IknVfh1A6SmZBaXwOBNAuuQW7CqV2xvKkPMjADqvAl7Yfp24LnEuWJS9OOlCH3pR9uKY9vt+AOAnAO4C8CKA/EXZi7ubI5OI6KrBQuXQ8R8oRaSebADw8pUPZegQDWYHgFM9NGnt9L0GQBqUYqUx3aO+7s8RB+Y+Eng89pHQ45nRh+qcXluqtWW/StON86mRa1ca4dSK+1Y7TTcs2T3zwD8rTc0AUFHpv2N/Tpy+/Zq7nbLK9mfLyBYAqYIAqES5YX1jbEyxTj/jdJu3DpATvbW2r28NPfZV2NclewRA94N7a7r7b/uaC3nm9hXk3wXwJpQhMV3dDiWRIiIiIhryRIPZBWVFancPzZoA3C4azG19E9WQ0dOCNPlQcusOY6EU9yYJQK1NVo+HMtdkOIAIrcbt29Do5W1t1u+rrvU2V9X4p0MZOh4NZZXwJCgv4auhFCBboHQ6uBbKCCkVAHh72dUBfq0ToCyWObm97RdQitAeUHrNnrXgJYCJF/LAi7IX3wil92R37YMAfNxeyCQiuipx1e8hRLKY9ACWAngQ3/cCtEP5hf4ugHc47Lv3JIvpSQB/7uaQDcobVY8u+z+HMnykDUDQNR/frYrzq1frYht96057mI8WxfgGuVpbdHu8MuuThZy2UGECAHwwc/2OX+ybqW9o8dKMSioSXo3bqf1PU1zVYVtg3F8is328Reex4lZf9/KDE31Gh1qq/1OZ4CmvqNXoDjaOthu9Cj1OWhM0OqnQ29fd3Nqs8l6fd2S4WvP9AkAuWTjx09Ip/4SSlG17I2qX4CG6I6AUYnNFg1mWLKY0AGugJHLnc4doMH/Qy4+TiIiIaFCSLKZMAH+BMoqmQwGUeQpfEA3mC+l1SZ1IFlMggJMA/Ls5vB1n9mYEgIJTDo8Tq+pM6kKHrx5AM4DJbjd2Op0qnbXZU3eqLERwSbA5HHp/fP+zyoWS806EUmisApAIZR75QgApAHKNkVUuSRLVYaENbZ4ejtb29rr2+0RAKVjOhjIUfXznwMoqAv9SVGKoBXD8mnF5B9RqKQFKcXvfqoyV1kXZi9UAngPwuwv4aLIBTFuVsdJ+AW2JiIYUFiqHoPZhuR1v+U6LBjN/wV0CyWLSAvgvlPlnvtNqU3/jqXdN7dJ8B5T5anYAmFpj89gy8eN7pg7zaTxwTWi58z8nU6cBgJenbeeY9MLJLrdozc+J2m4v9PJbFHfEteZ0YmtofI22aWtw/O2L9p58IPHYaIvTY5+nyhW8zRpuWV8fO+PbfYnlkizGA8A/Rn30zfOzQhLdLtEmAz4Zj9q+0YxX63YvVsf4eTtb3/o6P84vyO0PoPSFyrSSXHvAlPY4t/89OitWLcgxAHCyPGDdy2sm577yq08ex9mF13NpBjBSNJgLe/+pEhEREQ1OksUUAsAPQKNoMFf3dzyDnWQx3QBgHc4cydMCpbflqE77LADcrZLK7xdl1zhkCDUASgHM3J8TVzwmvTBEEOAly3DtOxRfZbNrIwBsgjLqydV+/QYAAe3bnlAWw/QBUAkgPDa6sjI6srYjX94JpUjZIssYI8uoEASUCQIkKL07zQAmAECbTfPlvkMJ1ymnyTVTJhzPEwR0XKcVwHtQCp3X9+Kj+cuqjJWP9aI9EdGQwKHfQ5BoMDtFg7mo/YtFykvUPvx7HoCfyTKOllX5fvvEG3MPz33sx1PvWrqw1OZQfQ3gWygrAnZMqj0BQGmQru3ax0dk7/7D6Ky2m4wFrYDcKkCuHx5VKQOAWiUdMuobfPxOYsKGTSNUrS1aj7qPwjMDMuoq93gGjvxJ6ZQTT1nG6h4tnzj2/S3paqlZfWTsyAIvQLYBQEioI2r+AzVHJH+vU+o700s11wSoi+MCrzNs8UnCz32kn85POZx3wOMbAB6R2tbOvWlDnLLY3LHxya6kiIKyoB/iwouUgDJn0G8v9nMlIiIiGoxEg7laNJgLWKS8PESD+TMAo6EU805AeeHvhjLs+3MoefZuKEPBIz1Ft/ccn/JjUBazdMsydqrV7iKXS5Ujy7A6bOp9NpvGAKWnZDqAaYJTDvPLl9ug9NwMgDJkvBXKQjnhAEIA1BSXhqU0WT2+6RSejyxj9P6cuIqjeTEWAJEAZkFZ+NIGYDOAnTqtcxYgNwGATucsFARoO12jFMBiKIXK3liyKHtxWC/PISIa9LjqN9EFEA1mN4C3ptz6YhSApzv2l1b6RxeeDixOia2eCCVZ2Q1lLkgdgAZBQN6DyYcmADgmyxh99La3TupFxLhkYeL/s6R8dtQRcIPsFrYDMMvAyBYjfH0F+8e+IxvSGw/57/ZNa0wR1HK1alfrp3+/YbfpxQ8zT+8wxzgnLM6vUmll7U93z2qZbCy0p92pb/vfJ/4zXq91p39YH/vN59boqZ43aMdpblTZh4XaagEEz/CuiNtkjQSUuXribZLqiIfohizD9tnupJFtdrXLLQmySpSFXnw0N0kW0xIWxImIiIjoYokGc55kMT0OZYh2QqdD6VCKg4AyH78MQFjoXzQ1uzUkq96tGyYIaByZWpJaW++VnZsf4+NVKjsD65FblyLboBaCAYgB+ZBcHtDDKesFGbWyVtgBJXePhbJQUiWUgmX10TxjsyQJzgA/a11qUrl/c4t+Z1REXYAhtGEagNr29jEAwgBsBTBZFAEPveNYm013ja93WxuUYmgHC5Rh5o29/FjUUDpL/L2X5xERDWrsUUl0gabc+mIQgCe67v/iW5MWAGQZ296pGW6ts+ty2g/VA5jT6lIXHK0L8niyYMK3RQ6/WgBOuGSh6Dey6vC30duN2uZW0dNZLfu7DwT4t+wQLerowr+YWmq+DPcrXRVbBkCu3S343j0mKUraXhjgslmKqxv8T4uiXNhk8xSfu+vAiOuW5Hnttod8CyBrYUCxNN379Ba94Mr9RfDxb3U6OQIADJq2KDWkIgB1ALS1bl0rAJyu8TnUZtd4AoLvriPGw738WMIBLLiYz5OIiIiIqJPfQRlS31kkgOL2L6ck41MANglCmawU/+IB1LrdwoHc/KgIAE5BgqCvh2zYjXqvU/I+tVXeoauFaAuEPnQ/GgOPoA3ACAAZAIqgFB9nQpljvt7tVoXLsujUat0eAKw+3jZPQ2gDoMyZeQxKr89dUHp4ju0INDS4UQIAD71DBaWHZofY9n+90Xu/uohziIgGNfaoJLpwU6H0lDzDx1nJGdeklXzuHWeVXz0wQVrWOL1i642rT4Z7tgVJMqp/suu6pmKXl1xV4zfdola3jPWsLVh3T3BLxQ+Hp794TVZuQbOfs/4XBXMBuS1dati2Rx8ZWPVJZIvbikhLsCpPbfFH+K/k8VU7XfXf7vD3qPi/6BEoEYTTlsBNfxy5U+0WhNq1DcOGe4uu6uk+lrEAcG/gSdwbeBJQhs7Y0D7nj0nfWJprCxgOAEUOH0e8zoo1W0d89yzL/n2t6qOUfzu1GknTi89lIpTFmoiIiIiILtbsc+xvAVBQ69Tq/dQOQQR2vFc/rK3BrUuD0gMzWKWSkxPiLHtOFEb6yiJqAKhFCQl+RShBEVQARgQewxbRjWaHPyIBHIckWyEKGigFzx1QFu5pgDIvZrmPd6sTylDxSij5bn572w5fQ8mxfQHAEFafXFIWCpXKrYLSo7IJwGl8v0jlGAAHcOZiTOeTsih7sc+qjJXWXpxDRDSosVBJdOE8u9spyaLw2zdvuF5jaNvXFO1RsXTaDiHcsy0QQNzOyohiObwtOUXVaAmDfQdUoud+e4jgeCzC16NVOPHnQ5OCqm2e441RVZtfGr3NMNKj/oY36lVfvt9q1OtUNeZRN9RPhl3IaS3yybv+t1VNB6oMSIguLjxcF+L/8Ij9QrbGN+pEVfIhN8TaOwNOOrqE1gQl0RIAHAZQf5fPyeYmX03+c7njc99D3LXHrf7b129PGd1xQkubLu22p+469OHS95L0OpceF8bd+4+SiIiIiOgM3ebaAFIBRAdpHNsAaBvdatfuljA/ANFQioeZAD5vbPKUAZyyB0AnA7IAWKH8vRsKYLvoxkwAddYYHIUsRwXlwGEPlEvtATgpOtFmDxK2tLffDgAqlRQCZSSSGsAWKL0uO3NDGQJeBqBEq3G7xqSfDNNpndVQCpLDoMxPmdTpnBQA+9GpJ+YFkM7fhIho6ODQb6IL1BKBgqZYZFmN2NUYh29q07C9LgXbNXpXHgA4LR7jgnNkQ5xPvQ3AtQDyrgmrsId5Npe+Ert7+HPXbNdDQsi1HpaWjzM31Le51CHVNs8wnc5xPDqieka5w7NSliHPDSuJFSBH+s9okrUa9/6ar8LclnXRmRqNf9BTtxwR35j81cwvZ79fMzy4Rl3t9ogwOwKmAhi9oTEmzOpWH5JlNDfWqhrun5KY53KhDsAeAH4uSUi86cuFkz8/ZnL552gkreAuOOAMCvQZ2Xio83M2NHuMeui1m3a4JKHiAj+a7ZfvUyYiIiKiq9HGxujNHzUad37cGL3zrRrT9uWVI3ZktwRnQSk4+gKY901ziOvNmuTwNlmdBmXVbQHKMOw5TVYvPwBut48cropta4FSZLym/fL+UOaKDBTtaBJcKBJdqJJV0AcfxLCAXFyrbpb1kOU0AB6AHBvo35oCYBKUQuFMKHNknmq/3k4oq4nnQilGTgSg8vK0Q62WtFAW6gmEMty7stNj6gEkQ1kg6ELsW5WxsqU3nyMR0WAnyLLc3zEQDQpxr6z4CbqZzPr/xn+9z7wzvOWzb5OM1WMguLwR+4uU/d/8Km1/DAAjlCEflQDi91WHnkoLqG057fZwLP3/7J1neFzVubbvvadLo95GzUW2x73KlrtNrwkhIYScNIf4JIEUUkgCISeNNNJzSM5JNd9xekJIgADG2ODe5N7lsSUXtVGXRpo+s/f3451BshAJEJtgWPd1+ZJmt1lrj2Ce/ay3nJntOF43RhvlbS1wZ0abgUWTk31rP+g+WrD+4fzopNsTxg87puY3NRa2XJ9sZvuOsdbOtszE5NEdOV0z4tHu7UWl5e85W5apxyPzMzuObQ8Wm1HTulzDpPPW/u3RRhbd/J/tz955f2uhaTL1jlOLT2475g1kEh+/86bf2k3I+vnxaY/94X8WLgGtYOicOmdS5y6JlPxs8dojswvaFmkaFtPERDoc6kaSrt5Oa/Ou9dkDP/1S+Y9jEf2v64yH1f9MFAqFQqFQKBSviBW1KzuAwqHbMvX4wf8u31mESfhgJL/px51TlyOG437g+tRhmwGbYbCwqSX/0TJP7wyLxYg1PFx12jztyNAkirHLhBwTTmvgbl2KE13LsPabB/MP4dANMGy4gcK+cTRFi8wZc2acrsvMiC4CnkICfK5A6lgeQLKWIojhOB04iBiXU5A6lsuAI4jJmjZL0+wC5iNNOIuBcantEaTMVH9qjm1IPcx7V9esUh3mFQrFGwZlVCoUL5GqB7//WeA7L9xjxnTMHsPUnGhaDoBDTzQcffuqqiEHrUHSWSb9uWfMjjX95Us+WXS8ZYqzZ/L32qetrwvmegeO5javLK6LL53YUPzNz46u/+YvGq74TXfV5vpYDh4jmDhsFGQHY7aZWTtcW5PlcefRv4yflDmpr/7yOQ2R98w8VvCFrjmFhok9GSLYcVWgEsgEM/Tr2uOB4vK4/umWGr0vaS94sGzXYbc1PiNp0nJn4+LCSMQabf7NmCPxbsdCABO6W5eRjybNv68tb9jzowXrO95fM7G6s9VRnJrPFqRmZ5rfAe9fZzycuLB3XaFQKBQKhULxRmBF7coEYBm+Xcf0g1lnoF82ZPNuYB5AIkF9OOJsbfHnu6Ix3TpjSlNfNGp11e6fMM/ZRm1uHSWGi9buKeQU7WUCsLljLrGkneyCA4SD5USTLgpieZons9E8HinATGZoc23WxKHRle22gvx+3W5LBpDmOwGksc8VqXFsApYg3b+vAjYiGtkCbE3t24+kr9tT56S3A0SRWpdJ4E2pbeHU+5SkXncCN66uWVX7Su6rQqFQXGqo1G+F4qVzdOTNmt1AL0HTWoCYRTOaf7pkbT8iXAwkCnE2Uj+n5Nn+snH5esw3w9k93qaZtk8XHBuV+K3H1n84Rztc6bD+8mflZ8e+LZkIG/rO6a6e0vojLtb9OMfW0Z8ZNXWzyVgeuNJMaElAC9blXPHE72ffcPkj7za27Jo8btuuyfmVfrNZ08wwgN1ptrSecRzXNIx5GZ2nbshu3OG2xmcA/LVvzJk4ut3iNLKKrmvNS88mUMWJtEkJJuPGtvZpujnKSOrp/18EkZSV55laM1D9dPPBY4bf+z7D79VQKBQKhUKhUCheHiNqbQPNY6AvRCIRQTS2FenYzZlznuYDR6qWtHfmVmdlxoKA6asvDYJGpESr8S+mrn0uZbk+LBo8bVjoKdiPy7ODUlsIM+8kbnsXzcDhYKV2XTJDqwAOxxPWK0+dLltWd7I8D7gBifbsY7A+exIwkcjIUUAciY60AKeAxanjZiPRlSCp4jVDprc/dY3sIdtqGTQpSb3vj1bUrvztitqVQ7crFArF6xJlVCoUL511SPrFi2COzrOHn/vj5Y/1LPM0zUSMyRPICqsnfZRLT7R0JZ3Jj//shro/Pjf9uXbD0fS7Lz086vufejJZl8j1HnrnqIlbJo7J/EjTomse7Jwa+dT04xnTbjOSHnsoYbFQGDat/Qm3aR1X1tUIZgCgeDel+Yc57Nlldn39sm1XlI2NngT40d9PWmYtGbgcsBfo4cBbc86OAYgYluNrAhWL0mNyVoQnxfOMDb0TqA1Was+np2RmRBvOGZl5+ze6G7vbrelUnD0MScvRdTP6zT80WDSNCcBq4Hv/0l1WKBQKhUKhULwR+ck/2OdAzLw1iMaeDZQlk9rG1va8KemDYnE9AdgnTWgZqBrt31Hm6XoCa6qbuMlp4EZLknxLkipMKtvnUOCfR+bAOLKQpjebgSqkluQRgLycYDdSm7IOScsenXq7nUhd+iVIqvYOpMEPSETk0MX7LsRgLWIwshIkqCE55Ly21NyGshVJH383sHdF7cpxKBQKxesYZVQqFC+RhrvujgO3cH5BbABsevLszpt+E9l9869dswvbY0gUJUjkoSt93JmYe2ufYb8Wk/GHjpbP+kPbeMdjfaNjpkmiwhZ093Rm7T95uqzXNMlubc9bl0hYzF+EpuQ8Uj8zN2bV8oFyoPhr1Tsm/78vPLL4i+9/7qStILrdc3NjX0FhoHvS6PY6XTO1jhZ7UU5B4sC4qZGxqbfOvzq7tciikQfw866JMXOIdorFrXs7ZlguD5VpQ1d4mZvTNvC98tqZ6/6cX5zSWqeQmjuCjn/hQ/EdTpc5Ychpnzb83jehUCgUCoVCoVC8dH6V+jcSW4AKpGnN/tQ2h66byxETEzADFWU9o4GFNlsyr7y0u3DMqDYvsB+N/Gg28V4ve4IlxIC6pIN1STfTjQytFU1LINGQy5CIxkXAVE0z92RnBR2IUdmNLNZ3pd7/+Yyk1HnO1O97gTnDxj8aMViLhm3PRKIx05r9LOdHV24ecl2QZ4Ffr6hdqTKYFArF6xZlVCoUL4OGu+4+jAiXSHqbhtn15DUP64XOcDZiTM5BimwnkfSQbGCvP+58+pttMxKgbU4ErAfshZGGrFndke0HKi0tPZlP3NNSPb03lGHv6snyWixmWf3p0sKde7xjgp2Zjd9f8Fzsh6N2Jma7OtfZtGSDxxauBLiiun5U5cqGRW7vwEzPW5uXj77tjGvrac+zgaIsfySs24aWoNU1woArami+joTzvO6Bp8+OnEUyOtHd2njCsWvTY7lpsdVLenVYp73kUbdlzvwB6winfuhl3lqFQqFQKBQKxRuY1TWrTERD/t+wXZuQuo/7EXNwIqloR01je/XM+q7iwt5N2VnB7YH+jLPtndmb2juztEjE2nDo6NgToLVnnGO7uxVvyMMMW5gMIMsSZXRWPc9qETMLmIsYlEcYjHjUKso6IjnZkRokanIGEgHZjWRZDdXTdcBMRPsPcH5gw0HAO8KUo6QaVaZeH+b8tPBNiAE6PIJyEdK0R6FQKF6XKKNSoXiZNNx1dwPwUXllxlYtfaq1KruvEhE36WYzdiRFejfSFbC6wBp15eoxF7DMlpu4vvIDZ8Z3PFlebN2ZNYaEZr822bahqSl/lDszvMNX7zkBWnDq5HP1d3gP2jboBXpDxB24q+j4lCUZ/sa/9Y3eNpC0HkLTYulykvmWyO57Sg7N/7+m2dbmu6cvOf7l+VV1XXlbU+PZh4gaHLrp/XrpvkVvyzmzDUzTMGnu6MoevuoLphnc9BFjzh1XTFyU8iYPIiIOAD1Ha7YU60VzMjpfUPQcmDDCNoVCoVAoFAqF4kVJmZV3A8dTm3YikYgGg4ZdDGhHjMvFGa7YmInjW5YPBF15p06XzjtxqmL5iVOVi3Yf8BYMBF1vBuKhMrLiGTS4z7El6KHXhFgig87+Kux6kgSStt2LRDw6kAjOXqvFTOvcKFIT0wNcjWhdW2o7SJ1JB5CTGq8VKQEF5xuaQ9mJNASanno9PEqyGMlmyuOFKK2tUChet6iu3wrFK6Tqwe9f+8lpuz/xsSn7rk9tOoYIJ4NUukfC1DZaNfOy1P7tCVOb//ueqrVnY+6shlj20rKe2FOZBx2Wp3d5r7VbjVjUqvdUffxEkaZxurcvM9DWmd3U0+W+8srqug3LcltyJmqBnv/un1INWhlAkSV8crR9oCViWliZ7yv72t4lLY+dnbAUNB3AYUlEN934+yOFznABMGb4HB7tG7XtV/XT43WnKi4bvs9xun9LxX8fHdrZewuyymsBOtFwlG7JyvnZmO0+p25MGnb6Vt3jW4pCoVAoFAqFQvEyWVG7Mhf4OvABpIxSLTAeiTqcjWQsJRFzsQCgdv94fzRqa/IU94ba2nPHmWjW1PEzU8c79Kj5rOHQXLnHzZAlSLCrmiVo2n4gCwk08ANpbR8v93SuqRrTnoNESU5CzMSqIUPdhZiVy3ghPUgq92SeT09/niRSxzJtQnal/nlTP51IoIENSXcfztLVNau2jrBdoVAoLnlURKVC8QppuOvutR+bsu+DwB8Oh/M2x02tF4menAPQmXDU/qR9ommYHAAwTQyrZlrel1+fdU/BkfLeP5YdeVdOg/u+922+9vdf/vMW14Tw+phLq3M36U92ri9uzbJG/BWe7pyfL3963V2lh6M/XrOw/5PfunmhmdACSFdBKu3Bho8W1S2/u/jo8ixLou/q8jM547N7dlo1o6kso3/3W0ad3LWzvbSXEUxKgJtzzi2+wtY2UkQkec+2ZA/btBQRXMcBDyZHo3uTx2yakTvC6Wtezr1UKBQKhUKhUCjSrK5Z1Qt8PPXvANCMmITLEdOxF4mo3I2UZErqutEH2txRFe1Ty8s664BO4ErAYesz12c1mM/pMUIkzWQik7g9yCJXC7sQw7AZiYLMQOpCAmZXRXnX7NR73pi6XiPgQ6IlNwMJzm+OM5S81FiHm5QgmUpDIyULEJNyV2r7udT2+AjndqfmrVAoFK9LVESlQvEvYPi9joihf+Yr/jnXdyYclddmN59cltkaf6xvdN+piNt8f0F9UW/S2j3F0ZvoMRwFYx0hZ9zQIit++hZL07HiK72VHc9+72Nr8pz2eLvTnryuJZi5qzQjOP1bv1l+7Ond3tn6uPD6779nTcm+ZH7ztzdefk3pFloxzVHmVf1rcotD8ccXPn69rnMa8IYNfY8Gbqtp2qwWc3gtm3NIoe4X0BrK/NrSJ94zGngv6ZQTw+ysuntXgWa+IAXlPAo/bl3z23v3Xqdp5x3XDEzTPb7eV3hbFQqFQqFQKBQKDL93/o87Jn9kX7jwGqAeMQY7Uj8zEH1bB+iRiG3pkbpRp3Jz+7ta/YXLMM0cRxebYtnkl+w0qnRTdwMHkjZoW8gcWz/Hsk5xzrBS1DuNALpmQ2pRHgb6pk48m8jPC9pJlU9CFuIvZ7Dbd5qtqfNGoh34HBIdWjFk+xYkCOAfUQe0pt5zKHetrln1439yrkKhUFyyqIhKheIVYvi9NuAJp258/YGyPa5PFR3t29BfWnJf69zpGuR+sujw5CmuPntOMmE+2OZN/LGtqu/WjW92x0xL6Yr31FozxvVv8jUWOb73+6WhD/30LZbmYObjG6LFPUfaCrc1d2ZHMDRLdqtWMj63r2O2s9tald27p7Kk93TN1WfW+OM5V9c1l5aEk9Z6wIga+r4vtlYX39m0yPGBR65vvO/n1xzccnD0pnDU6ksN9/SLTKOlNCP4/Ya77l4BVAPrARxNwbp/ZlICBFbFlgP9QzadBa5XJqVCoVAoFAqF4l/B8HtvBLbeWVj37kwt3oyYk9VAKRLFmINoTwyDeHdfxuHSnO5gVWXHVI1kH9Cf62NW+V+6mp3PHH7O4mtZh2n2mxbaATOerU3BSp7FpMcSoR+J0twEaLpm6N29WS7EpHw2td2der+piDm5E6k/OS01tpH4+uqaVauRaMnPI9GbJpIO/s9Ip5oP5QHgJy/hXIVCobhkURGVCsUrZP4v7v/8t+dtfNey0qZpqU2bTJPlz/SX7dgXLAzd6zmUFTe1ji+1zinuDVm6D9dNmN0Wdhcvrjl+1mVJ5AQH7AeOPTwhgqbFc0sD8evefMR+jbXJvOvueVrp7ca40NmczstyWwL6gkDmJFtg4Lq8pjc9emb8mqO9hdr/883MAia93Xt09+em1Vq3B4tdj/SNXfyO3IYtM7TejI996+bRXX0ZeXlZ4UOfe/emc4unN85DuhPWIHV+QMzLm3WP79DQeVU9+P1Znl+duDLzSM+XkXo9/5C7f3juF9fc1hNH6uj8Uff4QhfqHisUCoVCoVAo3ngYfm85sAq4ArC1xZ3N97bOzQIthDSYqUAiHzMA89TpokRrW9F17jPmtpxmozqUqx0fqNAaCw/g0CIx3fHMAZtmYkSum92Dw2aN5jKufzRdmWeJ9MzUcpHIzA6kzJEjMyMcCIXtNYtrTuzSNJYjJmY7Yla2AouRLKKTQGbqHwx24zYRU/ELqQZBAKyoXZkDXAV8KnWNf4YP2IB0EX9kdc2qQ//keIVCobjksf67B6BQXIpEWybNdlnfceMHttww5bqK05t+tGD9UqtuLtE0Dl6e4S88ta7ylHYL7XbNrLi94GTrdzrmauGErU3D1DTNdEVNS27gZHY8MInMzMxw7OaM+vCmI2Msy2Z2WNw3Z1t69ptNVbe0eq4qPBHLSyYm3vDMLQNTbnh48+mBnOSaxnElP1/8VOjxM979Z2yO4r2hwv4rs1rHtSVcT12f3XwDEP3l5/76nNVqLsx1R8YhQq4IKANagN8hK8OP6h5fZPjcGu66+wB3ceBq/dZfA/8FfIQR/19hxvKLEwddmcYPdI/vxAv3KxQKhUKhUCgULw/D79WQ6MOFyMK6tcQWqXp3Xv3O3/eM85oQBm0fkA/YTRPa2gtswBlLnLCZ0J2uTtyuTuxaX8g0I7H+2OyxbltDWx6GGQGsjl66bP0U+BczBYmO3I9kG7qB/mDIlZ2bPbAJMUq7gEPAaAYb6RxBIilPIZ2706wH1gGPr65ZVTd8bqtrVvUBj6yoXflX4Cbg28DEke6DBePcnIyuRz5SWPcF3eNT0UUKheINg4qoVCheJobfqwP7TZMZv6ibtf17h2umum2xxl8tXWObmNt5NtOSXNrRm/FUdk7Y/dDxif13TKmb9K226fqteWdbfto6qTC2NbdhyZIG10+/e8X1wTJ2aRODbfaYafT2u7O9cxqtlaFoT2Mg1/7om/96PbCjOZSRdc+x+fXWokTOm3POhWa5urOq7P0zWzqzjp/ryOmfPakl7NQNK9Kh8Gmk3s024BqkyPfwLoR/1D2+/3ip871av3U88A3gHbputo2fHj55w3u7HMtv6p2a4TYygDDwQd3j+92/fncVCoVCoVAoFG9kDL/3XcjCuh+JWpyKdP32Au6uhH33V1pn9w+Yditg9vRmZhypG20BbCTN7pId5FiS5AAVGMZh/URz0Ha63aZHE7rhsBG9eoaOzVpqwsRoHlsM6AlVkEg4cRgZmhvRttcB27KzBpJF+f1mqadngaaxHyhBGurMQDqBF/HCZjljV9esOvNS5rqidqUVWAl8FcwCt544MjejM3CFu2VUhS00RpPE72eBW3SPr+8V31SFQqG4hFBGpULxMjH83suQYtpOgJZQZtutz761sS2cMWX+bN/Ou8qO9M/P7Mz1nXaF9h4tTN56Q6O5L1xo/VnrZOPcb8caN0096fz423dc8f4fvHW333AFmjwufYK9NZbrSsaucbVmvm350TGfbZ0XnZnsb6nvKsj65tzNya/+bWng9CwKdCt9Fgz7/1TsSH7jocvDu3pKMq5c6uu/pbKeMaU9E5uC2U2FmcGi/cGCrnmZHVkO3ZwDDO/qvVv3+Gpe7rwbd0z7U9mY2Du0kStXJhNxFtkrfbUv97oKhUKhUCgUCgWA4fdagT8BbxuyeSswC1mId8UMkve1zHN0Gc5Ww2DyuebCM909WUYw5LLZu81w4WFuRmpKRoGYfq7DcOxtyDEhajqtcTM/2xqbP0FD0rUHYpkY3VPRHT3ETCvZsSx6DZdmA9yZGaFIhituHTvan3TYkyA1K7cCBpCLRH0O56rVNauefTnzbmyctSTPEn0qQ0++WNmlvwDvUJGVCoXijYBK/VYoXgaG31sBPAJ0IvVp5pVlBEu2vum3Jd89O2v9cd29pMwWOgL4vWPDjrzSjoJ37rm+66ayU/Heeotzsq0+cPOyY/mahmX+iuOO3aGiawr69XWBByPawnt79I7djv6ln7rlWF91dv4at2USmIVfq95ybunVJ82zPRM8AGW2UNihG1eWXNW6uZRo/7N/8ebe9N56633HFzX8/dik7J9f82Tf7wLjygKmreOG7ObhJiXI6vTLnbe3fCzveLH9oX49cuu0qX9McOvZsi3Ze4C/A1v+36gtFqRWzzsQgRkE1gK/0z2+6Msdh0KhUCgUCoXidc33gLciWUGzgGyko/YhpLbjtjX9lUaX4ewArgmG7OuDIYcjGHJNxDDrMppJAjGk0c4soMMoy98X7xnoSVSVFGmhWLtZkhtN7SsDNlojzDXsNMdyaHb04TLs2AA3GP1TJjaOddiTramFegPYjtTFrAFeUEIpxcvW2uW20Cf5x7Xhi4F2w+9djXQ//4Pu8fUafm8xsBx4C5AHHANW6R7fC9LOFQqF4lJBGZUKxcvji0g9nHyk9mMtUK5plN/oOWMvChbuqrSHHEBROKFX/N+J6bs9RC3rYh6nNW4L3Pmp/cWjMvoWmSYbuxN2DTjryDJsvf8xKmer4cgPJXNbjFxrv6YbYdDLPjjx4GaLZl6+LLMtMcvZxWdaF2S3xjOc6wOlazsc9sz78g4UfPPt2twHo5O2LC71ZwRcZmBpTtsNS7LbaE84219kDn97BfNe9I92fuaWcfsTcX2JrVxrAz4DfObW3NN/BGYjq80lQw5/B3C34ffeoHt8Z1/BWBQKhUKhUCgUrzMMv7cKuAvpdL0MCQzYhjSdmQac6Yg7rI/2jTaR5jcb3JkxZ2F+fzwetx6Lns1IZHRzA5Ka3YKkZBtYLW7Dk+e0Hj7Xm5hUnjIhKQLiwOxwCUexaAuTmbSHMrGn3tcNun3fofE9Vmt87LxZDWWaxjOIAboIaazjR1LAh+JDzMKXyz9qrHMKmJ+az1uA8cAHDb/3KPCeIfcI4AbgU4bf+1nd4/vhKxiHQqFQ/NvR/90DUCguMa4b9roGWb3cUmUPON+Xfwognkhqjj/WTzk+IacnO2E1tMaW4hgul2NKRl8OcFrTsF+d1ZoFZjZQUlnekfy051Dz+685EI25k478/MDA2Iq2dfn2cPixvlHb7mutNtcEKo//snKr+66c46FPrLu+5gZ7a6gtntmt6VjDWCcfDecMfLT02CigTdPYXGKL5AJ7h433EFLz50LRN5C0rG84k5ELUPkOozu9Y3Fm29VAP2JS+oadNwX4m+H3jhTxqVAoFAqFQqF443ENYlKmKUQMuP1Aa9zg9Pc6pltB05CoyQxNI5qfGyjLzxvQEtlMi+aw25RggrFAH1Lf0moU53Ql5o6boIdjVuvhs3FM8xgSHXkwo4VZlrD5LPJsnItETMYBI5m0lEejzsqe3syNSDmlKanx+JBO4MO5d2iX7wvAbuAoYlIeQ+YGEGDQJB3+TG8BfmD4vTdcwHEoFArFq4YyKhWKl0fmCNsygEku3Rhl0SgMJPWOL52b0/mnfRMTv9k6I/jT2RvzPlB8PLRiwhEXMBOoBMrnZ3bM+VTh0YOBfmed3ZbsNRIWbePeqt7M3hxTa3ZZfjpjo+uDkw/d6E+4+rMt8cZn+8vLp/5lZeFHdlzdG01a7T/qmWL9yb7Z7tN/GbO+7mTZ8Rprt3Waq28aYgwuQ8RLOYPpJ1uB63WPL/YK5r19hG21QNShG2X2WdYuNLOv8h1mBoBDSxzPscQLkFRvkDT54cxGUngUCoVCoVAoFIqRdDbA7O0DRSc/3LR4flfC3jjH2dGdpcXCYCaAqo6u7HNt7dkRw6aN75qlLeuZxFZgMrAAeDzhoAtNc2KznqE7CIGwHZNuYGnSQkY0l91JJ6PBdIGpA3akUc5YxPTbefxkucs0mYAYmbORdPRlSC1MEM37n6trVr2SzCV4odbuBnYgHcXdgInoaWdqfzYwAUgiZqwxwjU/9wrHolAoFP9WVOq3QvHyOAhcMWxbEjgCXA54si2G75tj94ae6gqY+WN67McOu1rfM/1Ypq6xFNiFrNAmgdJdjRU0tRTkjxvjT67YeJPDVac73aOC0WRZPPGxPVcMPDh7w1N3FJ6oThjaqX2hvDDz6S6yhM2yUGLrIbvb0R91mV1WV86ovG79oWeqo40Zns0fv2WXiQisQmA0sAUpSL7zlRbg1j0+n+H3/g54NxKV6QdKgWIrZl3W9VZH9aTerQO23HwSsDCz4ywiENO1dgpe5NLVSM1KhUKhUCgUCsUbm4MjbexO2Hf+qnviEhPNatMSxXXRnJ6rs1oDwaQluW6gwhcKu7RI1LUMOAAUJTKwGzo+zcAOXJZ0cdQaJYSmuY3po3oM6AHsBmzpqKHGsGs7wCyYX+3rjkRsHQePVoWRRjxZSD3IDNPU3ZpGMfA0EqSQhUQ3Lgc+Avxxdc2qnn9h7l8H3oxkIx0GEsAcoA0xSzcwaOQ2I8alC6gDJqXu3cxh16z+F8ajUCgU/zaUUalQvDx+yAuNym3AUmRFdXFtewmTc7uYO/NsbOv+As3XM8r+5yJn1Y3Wtp1PnB1nu3/utiWp8zZfV37GZSTN9o2/KDPK9IFY3HRPDgUyoj3ZWqcR1ZbXdpRtnpDde/KbBxaGaqP5Rml5j/ZVz75Kl8Vwf7FldvPRSF7cUhkNFxcGlrW0VR65beWRMLLymsYA9uke344LMPcPIanuMxhMNWnXNOKW9aHQ6EUh2/ZkSbFdS578j9yGsYh5Ozp13DSklk/xsGtmGn7vFcBERExFgeeAR3WPL3kBxqxQKBQKhUKhuDTYwDDDLW5qZ77YOmeKiXYKsGTqCcvXSvfxq84J5r5IkUvTiCcSejGSjp0J9CaytCv9S0w/JkXOTjYaGoG+8dhd7QSzznEVEr14lQYYNkIOeyw5c9ppv82aTNrcyZ4JVc22kw1lY0ELIvUqx9psyXYgxAvLQPUAv11ds6r/X5m47vHtN/ze+5F6+MtTm9PBEBEkQCCdqXSAQU3dmfrZN8JlgymdbUXS6guRlPXf6B5f478yXoVCobiYqNRvheJloHt8TwBfGLJpC5L2YQWWN3VkbdrsL3X+/NRMvthaPVcrtSSvXdKWfGzfTNu7Nrxl+R9OTJlmmgQAHusY3ZPjjHRdVdpk+c23nrnqbc5t5p8+/6essZP9pzK1iAXobQ1mWjSNii/O3j5lxaQj1iSaOWDYOgHnzbnnAqGoPThxSlMVQG4ibivKDc4ZPmRGrp/zSuYeQlLJh1IMXDkhI+CMBHRb0tScX/Psy7TrhoYItwJk1ZeBpOWgaT4vsJKkjF3gWWQVeSWyIv0XYIvh9xYbfq/d8HvzDb9XQ6FQKBQKhULxuiW1SH0L0ABgmvR+pXW2HjJt2cAkMD3vzK3vcOlJ5zhHvxNIJg0ikai9B7ge0eSy0K1pbeja05EiymK5jE5kauNtASrDOTwXKqK/rQZ/6zIMoC8as+XU7psw1TTBNKG4MDCqZs7JHl1P7kUW0Ue7nLEwI2tqK5ImfqGwD/ndgpi2c1PbE4h+vjE1z+bUNpDST+lIS4DjSKr4s8B9wN3ACuAbgM/we99r+L2a4ffmGX5vOp1coVAoXhMoo1KheJnoHt83gZqoof8iYmj5/Unrgba4c2fS4Intx0cNPLNpaiI/M2CN9DkPvKW8yRxjDY0ZCLrGAxTt14596zfLfW0R1/ZfnJlqfeDAnP7Pb748f/4TK5IHr5la7MhMtNxSXu8uG9MTdThiJzwZwSDQ84OOqd1r+svj+ZZoT541tgwonePqmrVs3FkjwxWrME2CH7h8v1/TGKk5zeMXcPpbRtr4qe81VtvH6/1f9eyPF9siZYAXEVC1QOnjfZUbP968cHlHwtmHpL4/zeBqMcDw7t8LgYeQleMuwG/4vV8w/N7Fht+rIsEVCoVCoVAoXofoHl89Ys7d/bOuSdtbEpkBpKHMs/l6dF2OJa53x239awMVMcMgqGuUWK1GeiG9DtGQe5Cu3/2OdupKtzOncJ+pO3rpdfVhT9oh6dLq0LReNO2MyxlLLp5fF9Z19OO+iqJttZPH7jkwfopFT+Yg9ShxZ4QT6d+H8fgFbJ4zos5GIiHPIhGdaf08BWmaORtpsjMeSVPXUj8HgKrUsbZh13MCvwBOI7Uwg4bfu87we99s+L2lF2YqCoVC8cpRD/wKxStA9/h231G78n1IxOABIHO2s7P0ziVH25fMawi19Wfmbj9QFden47pp3duf/+/MEqHy6V0Tyyur/WsmFXTZP1e+t2rJzgmxSJHDta65qvrw5ozn1n/i8dCtGccKe+L2oNuS8Jgm3rfmnDtZaQvGepN2t4Z5FqjSNMo+O3vvjA83LsaM6WeuqG4YO8JQH9Q9viMXcOpfRRrgnGeIunOMrNvf3pinaYwZstmCpIrTHM/Inurs3VlsiyxDVqOXIxGXaTpGeK8yBv8fVYykrHwdaDT83q8Af9I9vuAI5ykUCoVCoVAoLlF0j29gRe3Kh4EHEJMyAEzoNpwnv9E2K2aENUd3KNMsLBhwdnS6Ez29WdNTp3Yi9RqDSARipqMXU4NGez8TAC3m4miojCxEp24B3pJMaut9p8oOFuQNmKC1ADMNQ3cZhn0BUl++uLAgEOaFzX66OD/T6l9lMxIBeeUI+yqRpjlpepA0dDtwBplz+j40pX6mx2sC54BRQ84/zqDxqiO19ucBWYbf+yPgt7rHt/+VT0WhUCheOcqoVCheAYbfm/Xm7FGF9dHs/b5oTkUCvWT3QFHt6WiW1aEnppvn3HUfXbY7GktqU3qirufPs8zvP+hs1049vHuqK3gsO/MW1/jW4q09+fh9rQNzCprG1J1xOz9vXgHsipu64yuHFrb35CdHj3P2a3aSjnGOfl2TlU87ELNpZuLdeacer+ssCNmsxjuHDDEGfBsxFi8Yuse3w/B73wn8CsgZuk/TzmuYcwSp2wnQ/racs8FMPRFFVoIPIkZlLbLqCxKBObSGZTdS13Io2amfQWAV8BXD732r7vHt/ZcnplAoFAqFQqF4zXDysTE3FS1tX5OTF8rRNKpNkzPRmCUeidg4fLzK6c4M9TqccWssbh+atpyDpEbbMcwYSYrDZQTsQcL2fvaZkNM7hanJDLp1PZnlKenpL8wb2GS3xacOBJ1HEklLTjhiG0CMviSip61gbs5yR4aXP9oHvGd1zarhWUGvGN3jMw2/9x3AH4Grh+0eXgOzh8Fa8H4kEKAY0dZzkQhMC6K9TcTMHGpU9g673iEGjcvlwKcNv/eHwGd0j2+kjuIKhUJx0dBM80JFqisUbxwMv/dTpsmnjw7k7ms2XAQNG892VJqn+vKTo0q63F8p3Bf4xbFqT5ErZPzv8TkVMcNaZbfFd8+vPpkPjMvc5Xi6dHp38ve1szPddRbd0WtOLdu3y1d5bVZvm610yu037G3b4cm2PbR1wexZ0xq2ZrkjS4BtHy6oCy7I7Lhm2HB+D7wHaXAzCamls1X3+Dq5SBh+bx7SmXAiIuI2IKuxP0fSTM4C45Di36eRDuAgK91JpI7OZkRALUaMycOIMNqOGJc2Bs3QHsSotAA7kLQeEHPzm6nrNQB/1T2+7oswZYVCoVAoFArFq8CEB75XULyHHUBzbGI0UFjTSX5RP8mkbh44OsYVi9j70dDRtDGaZnSZpn5V6tQ1SK3KWj1stpfsxgiWURSootzZyUlnN3rvJK3Cao13Lpx7Ukc0bCXSvXu3YeDeVjt5CmjDSymNWbrgWADRn7nASWDPBUz5Po9UbfaFyKJ/PnAKeAr4ElLTfQeQbs65HVg05PS1wLVIQ80Y0mTnBPKc4EQMyrOIRh9ahmkzUuPTh+jwNN9EtHsUeO4CNehUKBSKf4gyKhWKl8mHd6/I/3557UMZerIciHZFnNY1baM6CnKCxtN95VmV4WTAd7KQ3Bk9he8uPpm4d++y+KnWkgnTp5yJ5GSFy21mcs/WbZOjGY5YZkKzuAbi9tgke3uses650McKjhufOL5o8v1Taxv/1lYV+PnuBQXLy850fW7ujnG/7R7XMd4RCKwoqPcghp0FWTV9HEk/vxMxBLsNk013NS94JGjYtq6uWRV/te6N4ffqiMh5HMgCdgILhhzSidTZARFEY5C071xEUPUy2LV8PzA7aeIH9lo0bkSKhJcyWF/3MINpLiBibKXu8T1yAaelUCgUCoVCoXiVmHf79z7dN563ujow3c3kY3Am6o0bGVP6Y009Bdm2HjNkWpmcyNJOIeZbMbLovQzYqkfMnoJDeJIW2h0DjA6WcSowQZsKpn/S+Ma+nJxwld2W7EAMODuyMN4CZO07VBWLxy1ZpqlZzJTenDiu5a35eQOfRqIcM5Dowz8D61bXrGp5Ne+N4fcWAd8D3odkMHk5vwHPVsTETADbkNqVh5E08ScR8zOblM5G9PcuwI1o6uHG5yHE5EzzKPA+3eP7l7qcKxQKxT9CGZUKxctkRe3K7zi05Ec/Unhs13Rnr6U95LJnOWLh35+b2P/3k1X2mYXd/dsPF2aULuuzW63G1Uhhby+wpS/g0j6oHwt+7R5v8ZiPWf3XTT9j++GB+Y6ZU88sPX2ueMfaRY/OAzPRHHdtrnIEF29rK99XkdnfX+bun/SV1jnty93+xLXZzcuGDelpRHw8z7lY5ukv++c4gTzg78d9Fd+ofc9XD74qNwgw/N4pwOeRSM+hpMVOA1LfMx0xeRxJaalJH3g4nLtmw0BpWdiwWD5XfCSpaYxDioanV3+jwHPIyvl5bw9cqXt8Gy/cjBQKhUKhUCgUF5slt3zPg0T8HY9lEeqtIu7qxsxsJdkxncJkFg05h0n0TWcpmpZEaprvQ+ox9gJhwIFpJjCJ5J7AjOZhCXu00UAzmMvz8/q3TJ3YtCQUtj9zrqnQ5h3XMlbXOYHUQx9gsNwQqev1M1ieKE0tYgbmI8bhH1bXrApdtBszhFRjybtT/4qG7U4v4m9DspbSPI0Yrelo0U4Gn1HOIov9kwHPkGN2IOniw9Pe/wy8W/f4EigUCsVFQBmVCsXLwPB7bT88POt3B8xcj5aTnFamh1rG9UWbH62dGn3nDbt5+OlZyYq2c7Z7bzs446rd7/Vk5USOXT21rqk1mXmjadLdeLTs2GWFp7vrOi2T9XzdsJbpEwHyLZE1CyM9Tq+zt+8Ja+mkjrgz7LbEg58qOmLNsySq/7dz0k6rZvQfCBfMeXde/f5R9mC2XTN0DVMrsEaKrGLiPc+qrgmbtgY9FmBJMOQ4s39/Vfi69paDA2/t0xCz7zera1b5L/K9ygN+A9w4ZPNWBtPFh4qeKOAYev4P2qduOhzJX35DVuOzt+aduRxJLy9GUsp9yMr3XM4XjiZSGH0OUK17fL4LOimFQqFQKBQKxUWj5n3f+09MbrFGGK0ZjNVgownJWCbRvom4klaCliTZCbdmR/TeDmACUnroSSSjx4k0ukkvZp8FTmGaA8W5fY5xE1qXJ5P6urNNRVpbR77DYY/lTvY2xRyOqMVuM+OInrQhEZV9SCr1UCLIwngQMQp3tj9ZGu0/knsEyXZ6FFi/9ZHPXNQHbcPvfTfwv5xvrA4tpzSUdGp3mkDqvNNIRKaBRFXWIxlPh5DO4vWcb3j6Uuf9Wff4PnGBpqJQKBTnoYxKheJlYPi9VwPP9Mesfb/eO23ntnBJtG3AzZzC9vinJ+6v/MDvbmwJ94Z490fq7L85NtNtBBzWLTf+btHH9l6xad2ZcTVvXbD/1JSMXv/GgdJcJN1kPqCF6twbWx+ruOzBzz62fk9WbvzWnIbJv+0ZX5dnjWXcknMm0Zew6juDxdpfuqsKNROLmdSjRkAPvKngbN87q+qzGCJGTBPuaFrki5mWTmDRvkNV28xTjuT9izbFHvMUXwXw7txTz63vL91baotsPxApWLu6ZlX4It6zGqSToB0Rih9lSORkiiakPtDzPNgxeZMGfLzo+HJEPKWbCLUjKeAaIrjS5w4gK8NzU5f4ne7xDY/oVCgUCoVCoVC8Rllyy/f2ANVxF/vimTTpMTQ9QdIWYpwGTQk78fa52LBpxYiWdiHG4VjgKJBZVNDTWubp8R6tGx1NJC0zELPRpiXMXVU9gYwer2bv7sluRYy5KJgGaK6K0ra+saO7JgNxJIqyP3XMWM5fGN/B4OL5adPA1fD9SY0YWrqRTXSgnMcD47XNwPqGu+6uu1j3KxUY8BbEqG1F6tXfNcKhQ2u8gzTZ6UGiJz0MGpkbkZTwdMfwnQzWw9yFZEa5EDO3Svf4zlywySgUCkUK1fVboXh5jAfIsidyPrrwwLUrDT30h/bxO3a0lQ386Misjmi705XxloGC7SFPbNwY/4I3Z519QtPY7tJjA25nZM/7C05yMJyfRFZ+G4C1VgzHDQXnBjzvO7mnuGAgdKuru/LTtUt9meesyZuvOxI2DfIb+gp6f7xnsWtesP3c3KK2zFmTWvT1ydGJaMKZCyxpibvWeKzhObpGybZg8Z6YaZkJFAb6Xb5gyDG3tNE4Vz2jseOxdtFYeZaoZZxzYPzOYNHlny8++KHmxpknv9U24+8PVuzapHt8F7Smpe7x1SLpMQAYfu9R4E9wXhRoL8OMyuuymiMTHIH0CvYBRHg1ICkoZxHzEsSotCKr2nOHXOIqFAqFQqFQKBSXEuMBbGHm2MLMQeownjXFhIsATmzaRMSYq0MWsnuQFO1ewFo1pr3Mbks6Jk5oPHG0bkwvsphtMy3ktsSz+8I9WhwxIHW5pjYP8LW2FdrHjOrq1TTCSLaPEwkq2A+cQ3SmiZQvakK0bGf4XEYIQ9ORxjwA+0MlOIArgFurHvx+NvBT4KmGu+5uupA3S/f4eoD/S79OpYXrwMeGHZo57LUFyXAam3pdjNSnvAxYn3o9g0GDdhPnR2lqSCDC//sXp6BQKBQvQBmVCsXLo33oC6duZLyr+NTibbGizvY8vcJ+fc9zAyFn1GzV+1bNXt9cZg9nAElKopOu8xy1Tnb1ncnQ4ta1AxU6kq7SMsnZ272i+ujliBCzArOLQ8bftznyYs88e8NVR9+2Kjq/sHXUjy5fe+JkONuSFdLMd+68aWp31JX32NWP1APkW6Jj72xcmH1Fln/H3lBBH7DDNFl2+PjoTkuYA97C7vjfmif0YYMKW/DMvlBBWNcNsvW44XUGZj4dKHeNsfdXAZ8x/N4G4Lu6x3f6YtxA3ePba/i9U4GbgWpEdG4B3gbchtTV9Hudgd4hpwURMToHqUtZhKxyP5M6P8oLU1ycF2P8CoVCoVAoFIqLRjuDNcwBpgHdmkT7NZs63e5zZn2kgPpEpnY5EuUHsKy4sOepaNSeNJJaFzaqrRazEWkecwgYh6bVhsuYC5xBSggVIaniHmBf0rBkxeOWXrs9mZ86b1vq2rOB3Uia9DGkBuR4UlGKXRtK6lPjdgMkbcQSmSQRTRtCDM2bgXdWPfj9c0gH77823HX3Ba/xmKob+XHD7/0ZcBPSxPIEops/k5pLEtHQV6dOO5vaPz/104Kkfa9Fnk1OMRhVORSltRUKxUVBGZWXKKmOb9XIF81u3ePr/feO6A3DegZrugDw484ptUn0ZabJQENL8RzDtOQCzf+XOW3/7ROOOFyWxMSupCPPrcUPBZMWy4FI/gBSN2c3cEWxNdJomiQAq6axvH3A9fQZ05llP2XLLa3p2fSBs0tnmv4MXzSi2SNddnuVZyD+k0XrWibmdJ3KscfGAzh1Y9I78s5s/m3PuLmIabdHj2lPWkxzurtec86obulbdXRW3pxZDbw5+9zZR3pGh12WpO06e0uHaVL9TH/58ffmncpKTeldwH8Yfu9Pgf/SPT6DC4zu8UWRqMo/Ddm8zvB7P4LUqowiq8HrgBXI/6vmpO59MWJcxhBxmY10Ft+HpIZPS11v74Uet0KhUCgUitc/ht9rQXRHKWJOHdE9PlUv69XhEeDeIa+bkWcegJO2CEttp5mux1gXGM86JMqxDqCkqE/PzQnpSI3FHZ3dWanPzHQj+jIDtFagETEnO5Asp01IYxyjqycrVFrSm4MEEASGjKMMMVAzEY3aCvQmBqx7Yu3O3NS2MNAf8pBE10xEv2YhRl889fvbU+P7ctWD37/lYqWF6x7fUSQVfih/MPxeG2DqHl/C8HsnIvc6G7gBMSh3IdGqW5F7pgFXIpGrm4B5SOdzUFpboVBcJPR/9wAULw/D73UYfu+DyCrgGmQ1zG/4vT8w/N7hIf2KC4zu8fUBH0+9PJkwtU0ea8isdnU8dU/x/vprFxw+M7qifY3dFvft1fK8t+54c87iv79HD/a4tgXijsDHmhfOneHscX+jdE/LEpc/aJq0begvTX6gcYn1i/7Z3aaJqz6Srfs6S5yuq3v63JaI9cBfJ5099szo3HCTy2g9UTzwznHHIjVFrc4ceyycNDmIrPbuvtzdajxUuTXj88WH2nL16IR5eW3utdf9sa1/FBnPWUqi7qxwL4Bhkpzk6qOxJ9sy09Kj9SbtB6KGPjDL1Q1QgqRZ5yJdu+95le+vqXt8kdTPpO7xrdI9vnS9nAFEPJUhK76XI2alljp9DmJS7kOKiH/n1Ry7QqFQKBSKSx/D712GRKDVAo8h0Xh7DL938T88UXGh+BZwHNF921O/7zEsEt1nwrlgKWsC4zUnMBqJirTourEjOyucLvvTABhtHbmZYPbPnt7AkvnHrQ57fDRSX9Eu1zdzwWxADEXNZk0MZGaEshAzMorozF2IQRdBog1rEJ05xTS57uipMmt/JceTdjAsOIBjwWICiOnXh5iSCQaDHKKI2TcFWFf14PeHRo9edHSPL57u1q17fCd0j+924D4kbX4nEhBQhaSAj0HS2Y8j3c2XI/dhE/IcuvvVHLtCoXjjoIzKS49ViFE2NBrWAXwKWGP4vfZ/y6jeWPwG+XL2WzVz3nvyG5Z/uPDE1b/smhy5Lqups9A1EKksbw+dbCi1t3XkWBMBW7z1F2OnNv96jLva1blprDNoKbOFF5dFEjlbd03xtLbmhYGGQNIe/Kp/1qmfB71XewqDoc97DuT+dvb6MTfn1oee+cxq1/hgyHCH47mPxsoLkRXZjHtaqsv+0jtaCxkWlwZZmgYTHIEJNj0ZPxN1F1otRnZlWV9n7rTuGd5xrWOADVsHivsihm7M6hzQ/N1Z1l80T26d7epyaBp2xAScPWSu970WDHDd47sP+C2SopKPCMdtiGCajxQATzMH6NY9vrWv9jgVCoVCoVBcuhh+bzUSBDBu2K45wEbD773m1R/VG4utj3wm0DaXrwZGs9/QKURqji8fKMfVNQ0tWpnY1+fFNaGq0TKqoi1dkilhGNrCkw2eDYmE5kDqmVcvnOubs2T+8czMjGhC0ziamRHZhZhvDsA+dlR7sNzTZQNsFj2hxROWGk3TypBIyhzkeSsfeWbuRiJsM1L/+ru63U8HIu5Qf5WW2bZQ0/yLMSK5tBqO5xfSrUhty3DqGjbE5ExHJFYAd1zM+/lS0D2+E4imXoDUpQQJXMhBTMt8JLIVBg3Lr6koY4VCcbFQRuUlhOH3LgHe/Q8OWQp8+FUazhuZKuB65H4ngM02zWy5PeN07/d2LdEMJ0UTEiGWFbScJYHu2Wd05bnDTY6caH9j3J0DJH94eO7Go22F3SsmHN78be/OyunOnmC/Yb/6bDzLomlob5p1lKqC7pbsjNjkhdecMj/dUmN5YOW6qnB1YtwjtbOn9UQdJsADpXsT05y9ebXBwkbkv+dzmsZzdxScwKLRW5YRsqy9/k9zqzM6D2bpsaiGSZ/pnH1Lxtnp7U57vDHhDu6PFBiXu1vdiPl3gCFp7UitnaHG5b+T/0XudxfgA4ZGNixDVndBVqo//eoOTaFQKBQKxeuAHyEm1khYgV+lUmcVF5FkpnbLwBhtqX8J3q7pHE642JF1jtnRfCi5zp9fM8dnFOYHjdEVXcVOR/QpXTdKdN080d6ZOz8as2cjjW6eBbZqGms1jQAwNTsrXCTvYM7QtUROmaerYuzo9kk2a8I+cXyLZcn844ey3NFKpK5kuiRSIaI/7UhN9WPApHhcP9jT5zYAL6LBO4CAfYDLLQlGpbYFUttNJMIyH4mmHMqyi3MXXx66x+cDHk293ILU4cxLvS5BUtd7Uq9/q3t8O17VASoUijcUqkblpcU/MinTXG74vZt0j+/QRR/NG5fyIb9nA8tME85ZHHUfm7Mr9GS4IudHk7YtsGqm1Tcpb1/ZzQNjMp1xy5FIzjNOzXAA4x5p8A44NjhGPfHt1SdONhWdORHLm0AmXOFuqV/m9mvhpKXk622zEtW2zrVrflWd4e/ImXyjfbxvxpK2g5+/9u/VDkuiDrj6gfYZxxc5OhquyGudgnTt2w5cPdY+sO4bpXuv3NRa+ezMfL/x8aLjNyTQtnykceFkDePQ3yOjsntKsT15bqz9V/Ofqwmblk0tcZelzBZ+8wjzzRph26uO7vEdNvze24FvMFiHcijLkeLk39M9vn2v6uAUCoVCoVBc0hh+72hGbhgyFAvwacPv/X46fVZxURCtrWlE85neXgN63NygWwwtL7e/yKLjRz4rY8bUs36HPTExGHJsONngOZGZEc1DmrxkwPPdu9sA8vP6Taczvj83Z2CczWp0Ic/CxxbM9b0NSSM/hqT65yCdvXOQWpT9SMkhEBPUdujo6AmhiKsBaaKTNiyb+sbTb8r4ZjGYMg1iWDqRmphDeU3o7BQrkft12wj7xiA1L/+ACghQKBQXGWVUXlqM/gf7IkhB47cC1xt+73W6x7fpHxyveOWcHb5h/UDZzr/0jV1SHRrYM8kM9xoGp0yd0X12veWvHRN9J41szdAt5puyzpwb5+ifNtDi8v3vx54sczmM0k/+95vyvvvRpwYmlndszdQTlcciOQ07gsXZ/122c/S9v7g2pJXFun/94T89Paa077oNzZVdN659e/T+6i2WxeWNW+pj2QXRXbn2K97Sehzw++OugYaYe+NjfaMm5xiJp57wTfK0d2Y3LvM0RWeNbowbmn7m3pLD5b5ITtKG0ebPMhw2zMY79l+eay0JTVrq9u/+QP7J2ZqGFWnUdIQXjyx41dE9vt8afu8oxKwcTjvwGd3jO/4qD0uhUCgUCsWlz6h/sn8fsij8ADDP8HvfcTEaDioA6cq9aMjrpGHTxpYUBE5adLqRiMcQ0AjJzmN1ZX/s6s1G1yGRYLTVStqELEAMSyvQ88mKg7ZNA2Udvlh2ELQ4YCmyhEuy9NhfG+I5NUi2zj6kPuYaJCDhNFLXchOSqt0JhL3jWyr6B1zxppYCRzTmGA+cQtMmhUs4gKSrP4ekf/el5lCAmJkHgZkAGKbfvaez/mr9Vuc64+HIhb+NLw/d4+s2/N77kLJKY0Y4ZI3u8X321R2VQqF4I6KZpiotcalg+L0/Bz40wq42JBR/0pBte4D/A57RPb6TF390bywMv3cjEsFH3NTidzYu8r87r77l8iz/fOTezz4dde+4v222WWUPhLxmoG9LuCSZ0ODuguMVv3lqTuT+d26oSiS1sSu/dcv21f/1lyWI0Vzdl7R1fbq5JpK7MePg7VfsHzu5rNNS35/X2Rt1RGuK/Y6kqWkWzZwKGA91Taid4I9mzRzjDzxT63XZK4OJv9nLLwdtL5LKvWj7bu++ZNIamlbZ3H2Tty7j/fmnJkWS1n6nJZGja5T9977qx35cV+0qyA7mfHnpxuQytz/TbUmGkZSPw0jR8M8AP3qt1KJJFbr/NJKWHkK6g39L9/ha/60DUygUCoVCcUli+L1jEFNqJDYjEXxDy2Z9HWm4s1b3+GIXd3RvLKoe/P61wNNDNm2xWJJ5C6p9k3TdTCIlgKYjpmEU2BYYcBhNLfmUe3qzc7LDJlKi6QQQRBrCjLuv5OCJCY7AxJ92TtxUGyrO0TB6bJgLYli25urR2KeKjpR8ua16OqLJ40jKdtpozEm9VyFS030PcH17Z/bBE6cqcpC/nQxEl04H9gPXY5on9AiNhpNsVxs9zg6KzXCwJeu5+mk2f7hEkwjNAeD6dcbD/ot1T18Oht+bg2j/m5CI0OPAT3WP72//1oEpFIo3DMqovIRImTPpKMkO4BQS9RYDrhh2+F6gGvmC/RnwKd3ji75KQ33dY/i944GtQMnq7vGb6qNZ1vtL9y9GhFM5kPl4X+XWv/WNybBryYyfV24/CFh29BWb64+NSd49e99NGc7E3pNNBQXZGZGCkvxgCZJqMgPAH3c15VqibU7dyNrir6j/8NbrJu246dd6ti1WHzItRVsGPN2l1oG+XaGSwv/IrR94doc358d/WVSy9ocP2T7UuNgXj1ltFntyvkNLPFvYbnVta6tw3jl5v3lbVd2Ce1uqm57cO/3cFRVn+haNOa3Ptvfadh4aFbp80unqyryBUkR4zUWEU3bq3xYkYvGDusfXM/x+KBQKhUKhUFzqGH7vNiSSL4mkAXcj0XjDO34PRsVBPfAe3ePb+WqN841A1YPf/zHwMaAfzED1zPpkhis2CtgBLESa1IxCTLTDSPSiZpokNY1CJICjDFgLXAfwqaIjh2e4eqabJvyoY8qThyIFsxF9W2AleTpDT44JGHY7YjI6kYy1JHAlEhjShpiKLuQZK7e9M/t0R2dOVm8g024Y+kLk+cADZFnC5qGCg8TRcFo6w2HN7boRwLHxyCm9J5h+lliCdCnXgY+uMx5+6iLeVoVCobgkUM10LiF0j28z8BPEDCtCvqSXIF+GQ9mGmJQgX9p3ItGViguE7vGdAqqDhvX324PFpfeWHJqBmMduINM0CT0dqJg119Xed5v75MGmmMMwTBILc9qTX1hQq2U4E0lgzmhPT1vKpITBDoBtHlv4tFM3ygDvUk/T9TtvWt2SY48ln+33mB9rWjT9T71Vy/eEi0v+3/Z5E+JJa2Esbu0aV9bV8Ex/2anugNtydtU485NZxzZ8LOuEcf/srRM33PCHqdGceChhsvVdufV1FfaBeE+usezp/lGF3+qaccVv4+Ot1z17W+d/H6ne2jfgSCJFwwOISbkNWZW+BdibquGkUCgUCoVC8Xrj08AuBqPiliMm5YEhx0QZbDIC0iH8WcPvHal+tuKVcxfwQWBzeWl3Q8qk3IQ8/4BEMLZDskcjaSCGYlLT0IBMJKAjgGhYAAJJWxRIaBoH8y1RDTEyZwF5CSxZAcPejkQQXo987hrSSKYJ0flhpAO8rbsnM3ro2KhOd2Y4c8rExqWVZR2h3Jz+J2dObbBnuUNHgcPWECXWKDdY+5PFzvWHshzPHd6qN3VtSJmUO5HnuH7kmXwM8OTV+q33XJS7qVAoFJcQKqLyEsPwe/8PWDFscwOS1hBAoitnMli4eShLdY9v60Ud4BuQ+rOzP7Y9WPIfB8L5Y3Is8YFMPR7RNQImZuwThccnxw29aG1nxfaWpKt1UU6rMckV0Gw6zcAdiDjxGCadDz1RXff3bZOn/P7Lf/RnuhJTDIPNzaEsu0U3LG2hzK7Zhe3XtcWdO+9tnbcAwDTx95/OO/jD6g3uUVn9k4CuunB273s2vyk88Wy4xz0lOHrXocpk7jFmTbjj5DlnbvTswswO17vyGhLAkm/4Z2w5Gc1xBvozeg8dG2MH8hxdZtOEc6GC737kqe4Jld3XIylNMzm/TuUWYPlrJQ1coVAoFAqF4kJg+L0TgboRdm1ksDlLBLh2hGP+Btyi9NGF5XNP/meRozTw83OJrGmIHh1APoNuJOpxYa4WOWcxkweD2KIR7CZSEmsOYiovAyixhnfcW3KoJNcS8wOLEqaWuKtpwaawac1Gnp+cSEmhs0gtUgNJP89KvWceUg7pCcDR1JJvlBT3Lt29b8K57KxQW2V5l+tIXeWYBdW+wJ4D4/NicVvE2Wm25x+l2L756HFL10A54EcMVVLX0pDnuNnDpr10nfGwemZTKBRvWFRE5aXH0WGvEwyu+i5GRNRwkzKOrED+3fB7ay76CN9AGH7vqLGO4LduzT1T4tCNWH0s23soUjDjQLhgyclIztwEWtRuMaxvLjm37MNlJ24z49ZZv2qZ2At8FinI/VNgh2GQ2dqVnezpd+V+67eXxwB6DXv4qcYq4+qn3pn32/qpNtMkvn3H2GhiwPKsafJctMt+8Ka8U7EKd3+maXJyIGk5/ee+Ktf0yY3Tk5f1zt7VXm6747I9bf/9hcc2JbLNjrdmn7WejGbH2+OOGLDtE0XHIv5TRV2Hjo2uBtBiZjj/KO7O/oy2rzx0VWZDa+4aREQNb6azFJjyat1jhUKhUCgUileJM4iuHsou4DJEEy0HJo5w3rHU/lWG36tdxPG94XigevP9Xyk98JYP5PtawByFaNA5SMMaA7D0ms6xXWTebKLfWKIPFORokT8jkZf/NcvV9fjXS/eee6BsT1GuJWYiqf1HrZoZsZDMBewMGqBnEONwTTRmWRPod7rjQYu9pSXXcuJkWXfS0DYitSqvrSjrttusxoGaOSeDE8a1hnOyQ9Fpkxq7ffVlpyvLO+sL8vuOGDodhk4gNnOs15TalkGklEAM2I3UvxxuUoIEMygUCsUbFhVReYlh+L0lSOp3dmrTJlJNXUyTwIYBz87L3P65uva8WelDVusmpF43AJNV0e9/HcPvzQa+BXwEwDTpX909/vimYOnzZvBoW3/9lz0HyjQN15BTb9E9vr+mrnE/8MX0ji0HRx/8r19cM+ov3/hd/erYWPtnio/OON2f/eyJ3nwjs9tMfOEX117vnN33WLvbEUu0Oykzg86FS87kdEccljur9w58t336wmw9tuNjRXVjquyBPh3mPjvgWfe7ngnXWjCSnyg6+vR0V++Nqbdr3BcqaPhR27R59adLdiTX5MasIfSeCWiuXpKBiebshy5/qmuJp3nqCNO/Vff4/nKh76lCoVAoFArFvxPD7/0h8MnUy0bEmErr7q2IsZXWenFgO7KImw4AeY/u8f3uVRns6xzD730T8CMkvZ72uHPXV/yzp4ZNq3vIYemalWl2AwtW16wyUlo93QEcxIQ+iKSGD3zDPyN5KpZjIvUmB5Doy/pYjHN1D2Zbc55pIzZ3vM3/5mwvGkfnzT5Z5HQkPMBJ4HLgCFKOKwP5G6lH6leW9Q84tx44UjUPsNh7zZN5tWFf5ppDJZpJW+ocEzFaRwoK2LfOeLgahUKheIOiIiovMXSPrw24DSnmvCG1eRuw/8lAxe7f9Ey45mNNC22Hw3nrfZHstUjqwoQhl2gE6g2/90YUrxjD73UBzyIm5U4gqGlkvb/gVM2dBcfTDY84G88a91jfqH1DTv1y2qTsb5mcDVwNbDFNIgBLZ56d+eGbdx1/39dvLToayZ2eMLVz3z64QO9P2K2aGM70dLv1Ad3liHjIaB5tsxxyuGIZlf0Zkx19i79fVrv7h+W1y8da+sN7goWhT7fUNP2hZ/zVgM+EA0XWyAwkfWkzYIy197stFiPDaktmRAvJDBcSN53oA5U4DIve8P7NN5b89cyEPamx+xExXgu8U0UMKBQKhUKheB1yH7AOSQE/itSnrEWatkxCjKX9iJbahQQMpJ+pmoHvGH7vQ4bf60bxijH83vcAf0ciEfcDFNsi8/+7YmdnkTXcMuTQ6UhjHZAu37eurlllANzZuPDDj/WN2hkztPrU/gykjn+OYRKf4uzVEMMQxCyMmialJ+pHaaZpC8cWTokMTMkeQNNcGqZ79/7xsxIJzUTM6magCvm7sCPBI+dS13lmIOgMpH5viGeh6U7X9OiSye1ICnknYlY6kb+vEFJW4FjqOrlX67fOujB3UqFQKC49VETlJYrh9z6FFHp+nqBhDXysaYEzHrcecyTMc7ozce3PRm3vs2hmceqQzaTqtCAreG/WPT7VWe4VYPi9XwC+PmTTJqSRTsg0mbC2v/zkn3qrUsW7Te4pPvyjSc6+3+ge3z6AFbUrP2DFuP8H5bs6siyJWQ2BnDMrNr3Jb6BZddNMrqp5ilHFfTOALU7dsAC5h+pLbJ/509V9xbeenV7YZd1/56QDWT8PTjB6ko5uoFTHnP6Fkv1bqxxB8z8fuLm8vicv5z8+vHP/xOIe5+ru8ctKbaHt3yjdtyg13hOAK2roh1rirsn+3uymj++8qivU5pribMUXmMQyNO2IhjH6rql7z3xk8v7JFt0sHHYbFuke346Ld5cVCoVCoVAoXn0Mv3cpopuHsxmYinSZHo+YmVel9rUjtRNHpV5vAK7WPb7k8Iso/jGG35uPNMtJR7IGkKywAJAbM3Tnp5prPCHTlt6/Dfg18OvVNasiK2pXVgI/BwqAeRoGHyo48ez8jE6PphFuirlavuSf8+ZMLdE0YNr3pY6rTBpa04HDYytDYeexjGYz6eyivHs65VlZ4eMzppxdnEjoO+z2pAMxGm8AnkHMz1Gpf36kyekG02RKiz//tGkaA8U5/TN6dudv6d+RP8e+p/6Epbl7nDb4t7IVGI38XQ0NAvj7OuPhmy7KDVYoFIrXOCqi8tIla9jreKaeaJ8eDT5pacoIfKV87ySnJXls7t9WOH59cuqmhKGtZdCkBPnsf2j4vbZXb8ivPobfm2v4ve8w/N67DL/3tpTwuRDcPuz1cqRg9xRNI+/arGbPLTmnN8sirXbg2+0z7hliUn4EWJVAL/9869yxcVM7U5XdN2bNdX+enmOPRG8aczLu9fREnLrhcupGMSLSgjPGtblv+s89wVk5Pfu+Nm+Le5+Z2x0xLFMSCW1yc2t+3xV685pKe0gDtAfuWJvjJtF8+6gTVyx3+5d9p2x37dIMf2LIeN3AKIdueMbYg0XH+/LavnvZ2nx3brTN3c5NRbvp12Jm5rgTkSO3jz0yawSTEqRek0KhUCgUCsXrjeE6Gwa7Ph9Aag22ATYk/Xcj0txl1JDjLwduvZiD/Hdj+L2a4ffON/zeOw2/98OG3zv3AmXcvJVBk5LU70kkgrHKrhsl3yjdezDfEmlL7f/u6ppVv0iZlPmIoXw9Ev262UTXft41+apfdE2MJk3NUW4LL9LBGDDtncDN/QPO0MmG0vZde8ZnmGjNLmfEDBfjGqikC00rznaHB1rbc9ecaSwOhEL2hGlShpijDqRzdw7yN+BJjceqaZSUl3YvqCjrHW3LSB7oddiTmq43xWsmFEVurpmQGF3UbUqaei4wjfNNSlA6W6FQvIFREZWXKIbf+1Pg/cjqYieS9pCHrOwlTBPvk12jjty3+Qrv/yxabyz1NEWAuUMu0Zo67wjyZf4n3ePreTXncLEx/N7bgQcRUy5NEPgtUkPm97rH1/wKr53khUb/emAWg/fWHjT0zN91j7/tjmlP+ABW1K7MQVJFMtMnlVmD575eui9L08hLJDXzi3uX7GgJZ2n/b9lTSV1jEnAkErOYDS351pL8AQqyw0u/6p+19Uwsa2I4bDtQd6q8fCCY4bw+u+7Efcv2FK0NlHVNcPcyxex35WVFypAVf5CaPDNTv59EVnJb93QUB44mc6wrPCdv/t7B2X/ffqaiuHtjsduSF+s0oxaHEbCO+t2X/kR5UX/ZsPl+Wff47n8l90+hUCgUCoXitYrh945BUnqDqZ85iNY+BPQjKbtdSFOULKRG4lnOL7e0GZgB/DfwtO7x7XyVhv+qYPi9pcAfOT8QAuA3iA5eh8z7ZT9sGn7v14EvDNscRO59DGgCokmT/KORvLWzxu66J33QitqV3wY+N+zcLUgdUSpt/c+MtQfzdoaK2mKmxQZMi8Ys5w4eGWstKgh0jR3dfl0obG/ae3BcMWgbkYjJJOC1WmN7bVYzp3pmfZam0YFEJFyTeo99SJMfkCjJUYjm72g+kxsN/qW0Rk9iAc5okDRheizQvC9nQ9NkzeAUqZ4DQ4isMx52oVAoFG9AVETlpYuJiCRv6p8fOJQwqOiPW0cteeJd7uy4Mf4n16xpXFLSlJM0cSdNrdk0aUaEgwsRXDOQztP1ht/75n/TXC44ht/7FuAhzjcpQUzEDwPfAU4afu97Db+34BW8hX/YaxNZ5S1E7uvlwOJM3Zj1ocLzBNoNDDEpAVoSmaO+2TajvTPhqN3SVrH/kTOTxl9ZdjaqSQpICLD+vyerbXd8961LH908RQe4xt3sAOydPdmRkqK+9jfNPLT/5gV1od83TG75n4Nz+btvoiUvK7IMWaU9k3qrOJKitAMpSj7dNFnWbrc63lFUP/p3pyY/8XPf3OtcU/ttoz9+kvLbziVHf7h+QcE1bc3v+fo7gn/dNGXXsDnXvoL7plAoFAqFQvFaJ4no7AJEK2ci6d4tSJReENFYVUg5JSuitwaQKLkNiIF3EvgysMPwe/9s+L0Zr+YkLhaG32sHnuKFJiVIHc9PpfY/bfi9Ewy/1zrCcf+I4TobJJLVgxiAi4DLLRozZ7h6ioYdd9sI5y5GyjQ1NsazPJuDnmjMtLiRz/iww54M18w5NWvs6PbrgPYMV6xC143jgCfbHQzNnFJvgnnIbkuEJlQ1d2kaUeBKxKRM16a3In8Xm5G/i1GIge3JdoSKiq9sbfUvwuidhAtYnrSxr+vG8vFnvzTHHvW4bIg+7xsyZqWzFQrFGxZlVF66pM0uK/KlPfnHR+f0z/rb7aOXPvGepEWjcbGnqfC33eMuT0Lydz3jTt/ZtDBsQjkiunKRL/x0R+c84BHD753D64Nvvsj2oRGULuBDQKfh924y/N4ZL+P6fxr2eisiSoYTH/ae3pEudiqWM/GzLTU1vwpXjf74nF3bW7P1kv9qndXbnbAffTpQmvzjszPGZ04MbDpe5DRNk7aZru6QhrGzsqwrr8zTU5WZFclcF6qYuduapYfCrvx2iz1smvQjxqkjNYYIIh4XArph0vmd9umnNwbLil0WY/abRtWPNk195+4D40fFknqjxWVcAezKntk7r+KDDTkPProw6/Zv3LJtIGTvB/YihrdCoVAoFArF642hi8rZiMYrT/3cjETnFSLp3hakCcqc1E8bsmA9/Dq3Ar+8qKN+9XgHkkU0nBBi7KaZhNRF9xt+7+cNv9fyEq//KBI5maafkXU2SC1LAFbUrnQg9R6HoyMRi5VIY1EzNc5k6n2iSOOk7YAPOOQp7jkJ9I6q6LRkZ0dzJo1vjo8b0zZD102PjtHvIJ42KJcjZmUY0f3LgHQW0hZgblZpbGzu7N4F8+afbIp4zIL22ayxxJlVcIhwMtde1HTPjEW9yz1xU4zu/alzv/XSbpVCoVC8/lBG5aXLkaEvHjnt3fPT47NLPzFjz94Zs+on3TrjUO+6/vK6mszOHVaN8Pvy6wt+Ur6zQ9fYhQipJJAYds0TwDcNv9f5Ks3homD4vUXAlBfZXTzk9y5gXur3ZcC2rrPT573wlBG5H4lOBDEBX8zg/ZPu8YWGvO7+Rxe1WY38/963YNkjh6b7WxPuwN0t86//U+943XPbuUOlNzdN7S1lTNTUMzMsyeWVtmASSUVqS6JP+2hhnV5ki5rvmXqw66GZz71Z04gggqt0fyivfkO/x2iJu7bHTe20aXLuXCzzcJkt1DHH2ek3TeIdXZnd9h7TvHPyvgMVGcE84BQimLBmJ4pHf/zk+MZ4Jm+5972tvQPO/1DF4RUKhUKhULxOOY0YT2miiN7zI0ECp5DmOQXA2NTrTCQQIF1bcTfn69EwUGH4vW+7mAN/lbjsRbYfRhbI05xBai8WIEEEv3wpNSx1j68J+OyQTQeB0hEOTQC/G/I6Rkq7/gPciMl8COkAXo08E6cb4kSBGUUF/VNLi7vJcofzgNlFhYG83JzwiVx3OPjDsl3VP63cefnbc05v1zA7keeI/tQ1DyJNfzYCulNLPOexBHvADDvtsejCuSfOVU7z57YuRU+4UsEMmkbXW8csa7t9QocpRuuX1xkPP/3P7pNCoVC8XlE1Ki9RDL+3DFnxy9zd4Tn+y7pZ/h8uXF95Mp5d/+vu8blLMtsC12c3TXRqyQFN5MBEpIZi0jQZp2mYyJdoDRJpV4usDmvAnUjnvELAr3t8sRcM4DWM4fdWAudG2NUGlAx5vYHBFW/awhk7HXoikeuIfVj3+I69hPfJR1LIZ3J+/c80HcAs3eNrSW9YUbtyDCJmR1xRnmTvOfr+nIaSrd2le5oi7uTS4uac+0/Niy/Ibe37yKijo7Mt8dnIiu/UZwJlO//QO25BniW6bV5Gh/Efeac1YEl3wt6cZ4md0TQWpy67+47GRZlR0/K8WLaQPPsVz4HWCnuIsGHJ/mzLPOtA0jraVud6+hfXrJsJhH7bM65zw0CpzURbmD7PNKF3Z8Etj3/iO3/9Z/dHoVAoFAqF4lLF8Ht/AnwUib5bj2Qw9SLmmA3JStqDpA8vRbJrAIoQQzMfKQcEYmDlIkbYWSQ6sASI6R5f10WfzAXG8Ht/C7x7hF3b4Hn92QPYGYwqDSD36ITu8X36Jb7P24GVwHUvcsiXdI/va0M3rKhd+RvgPS92za979u6yakbxr7vG+Zrimbm51ljnLGeX6/H+MToSZVnPYCDDOSQKczsS5DEW8Mx1ddTeWVg3SdcoGEha+37YPnVTQzx7aIduw0ryuUJr1PlFz4GZDi15MmRYBwaS1rIv+qv9SXQjFLJX7DtcFTNN3ZG6LgD2ltCayu8cets64+HIS7lHCoVC8XpEGZWXMIbf+9a4oX2nrregdXp+pwYsQIpLFwAdh8J5jS49VtLUlX92qafJbtXNpaZJy0PdE3zvzz95hUVjEyK0xjPYpQ7gaeBqxEwLI81n7rlUmu2k0ko6kHR2kBXwM8hcw8iq5+bUvuUAG1srN8zKb8vPdcRmIivg819q8W/D770e+F9gzJDNe4D36R7f8eHHr6hd+SXgq8O3a5jmF0sOPD3WMVAGzJz1t/cfHYg7pgKUebq2VZR1OXJCZvdlma3O28adWGaYtEZNS7dTS07RNDRE/C0ZcsndiLhqCBmW6X/uGbt/S9DjNdA8YEZ+XL5zp9uS0I5HcvhO+4y5iAi/YZRtoPGuoiP+Ams8dCSc6/pBx7RxJlr67+Nbq2tW3fdS7otCoVAoFArFpYrh97qBtUiknAvReaMQM05LvU6netsRLd2E6OcsYDISVNAPzB9y6W4kRboi9foQcK/u8a25mPO5kBh+770MpiZHkfvgRwzYTCQIIo7cAxDzrwGp66gDV+se3/qX+F65SEOi9zLYGTsEfA349nC9vqJ2ZSWigYcGJwAw0dF7/J7iw12axjSkfug8kIX4DzUu3p9A70eM6MtT7/UMEoyQj9Sf7Ea0Ndl6rPtzxYfrymyhGsB/KJLX8+vu8ZHupHMewPyM9k13FJ7IBnJMk+KQYTn6ULfXvi9cOA3MHXYtaSSTev6h46ObuvuzbkgN8SxwWcNdd595KfdGoVAoXq8oo/ISx/B73wXcgwiCKBCKG7j2hwsjP+2adM29+Yd3fHzLNTx93cN5uoa/J2HP+nRLzcSfVOxoz9STFiQ9Y6hJ2ZnaljXsrU4AS3SPr/NVmNYrYkXtSg0RkHm/rNzyRatGBVKU+urUIbVIBOlapGbOOdNk9v37Fx3+2JR9zgJnZHbquGPA48DDuse376W8d6pIeDVyLxuAIy9mdKbG+SHgK6njcWjJ8NdL9x4utEZr0sf94PC8rf97fM4SgLyc/g0OR8IyEHRqWWbCsvnG34/XNPqRpjhDeb6rIUDYsLR9tXVW14cLT3SNsQ8sTqKZz/SX71rfX6b/oLw2Cix/pq/0iT/0jb8CiJVZg423F5zsHWfvn69p2AGa4xnnvtM2fW/AsP9idc0qlYaiUCgUCoXiDUGqHNIjSNpxCDGrXIhhNRtJEc9EFsdbkFTvLmSRPIZEWw7v5ryRkVOnP6x7fL+40HO4kBh+byYS4DAL+BgSJTke0d8JJDAggERTXomYtMdS+xYgJu4A8BdEs/5B9/iGptj/o/cuQ+55DNile3yBFzt2Re3KKuAnwPXpbUsz/btvzz85VdNINzRKIJ9ViWFifrhx8XMJdCsS8NGFGKpLh126Hikj9fxz0ueKD66d7Axkpe5BRVMs48yqbm/T0ky/cUWWf5lh0nC/f5Z5Np41zqYlN1zpbnW+LfeMx6aZYwGShmbes/uy5x49690B/KDhrrsvicAQhUKhuJgoo/ISx/B73wn8Yei201H3qfvbZle8J/fUvl2nK7s/OPFwZcJCa2PMpVc5BiYdDBccvjKrdQkiotqQL2IHYnR6kdo6mbyQ/0NSH3KRQtRRYJ/u8Z29SNN7yayoXbkE+B9SBbxX5p94bom7/QoA06RuQ+uoJotm2hYWN9EUykq69ESwFaf2w33zXd+u3pxdlhGch6xoxxEBlRaV3wc++1KjK1/mmG3AdRlaYsX3ymsnu/TkeXU1wwlrZPpfP2Bi0F1Z1rm3PKff9cDkbeMq7KEqpDPgwhEum0zNYzaQ/HnnxF/tDBV/GGCUbaDhrqJjXQXW6DzTJKFprAFy4ibVf+wZt3fDgGfe/1TsPOjSkwuGXdMEHgB+MjSNXaFQKBQKheL1juH3nub8rBmQiL1epFZ4B2JeRZEU3tNIZOEpJCpvANHVTqS+ZT8vNC9BDLh3p67Rh5h9fmCn7vHFL+CUXjapbuUPIAvtDqQh5+TU7xHgOWSOvUiEaRaSxWRB7tFMxOg9gNwbN2LuNgA36h5fuu77BWVF7cqxwIq35pyZ/+bsxms07QX9GTYB87oT9r1/7h1rHI/kxAKGY3lqDg28MCAApKHkbEDXMLetqtw6QdMoRp4hdgDTgHzTZJOm4QasDVF35nfbp8eucLd23Jp3Zj7ytzD8mp8DNuoen3Gh5q9QKBSXKsqovMQx/N7bgYeGblsTKN/x596qhT+p2BHI1BOngMTaQFnngXB+6T0lR8yz0Yym5kRmzvyMjgGLRj5ieG1iUDQNrS8zlGeR1dHh/B64Q/f4+i/YxF4GK2pXXgP8HUm7AeCbpXvqSm3hViRysvRAV/FzPzg8j19f9uT0X9bN3F/fn2PrKkxUTs/sPjfV1Wde5m7NsWjMPRXI3TrG3Vdp1c2hHQO/gXS43nwxDMtUNObh1FhBVngPAuHbvnab2erPWRop4GD3VLyejGD//dVb9l9ees6madQgQm84ASR9/we3n1v6buDjQ3d6HX11N2Q31s909dyICMZZAGHD8qxLT16J1MDsSo3HhgjuOYiA/hLwnYtxHxQKhUKhUCheaxh+r58XphE3I0ZkDqI/e5EsmTOp12Fk8bgEMen8iKlXkDpmzAhvdRbpLG4dtr0J+E/d41v7L07lFZGKKl3D+VGgWxDDtYTBKMcDqW2LESM3gKS8706dc1lq/z7ghiHXOgJ8D3jyYmVujfC81IRER5rI848BHEiazN4VKt79dKA8EjIsia6ka6TnHpD7sflLJfv/MNYxcGbYvhAyx3RprWPAlIRJwAKkegccRAJDZiDm5hzEvKwF3ql7fKdRKBSKNzDKqLzEMfzemUhKSi8pUVQbLIw/Hhhlv6/kYDRDTy4EdgGzYqa2z66ZsT/0jM32x118qvjYEqRWoxtJWwbANNmvaUzm/NW+zQx+mb+A5ljGw//lr25OHffk6ppVr0oDHsPvfd9/tc55X3M883khoWF2rarcWqBp1ALzGgLZOz66/VrjwYXr+ird/cVOSzIATPpJx+RDHyqoW3Rn0+Ks75bsPvCFPcvj+7tKCnfe9Juhq6fHEBFWgBi4t+oeX+tFmMc0YBWyKj0DiVpl84ExB/7rl9fMAsgr69/4v5/8+6SyjAFPSuTs4vyaR2lqkWZIH2iIup3faJuVbwzWmARgoqN3870lh5chBnUmksakM1hLCCSFKR0dAEDM1BruaFycbaI9Bnxxdc2qC34vFAqFQqFQKF4rGH7vn5CU7n7EkNMQTZyOGJyJ6MVpyGJvAaLjmhEjMyN17tQhl93NYMMWgFZEc5Uji8TDiQO/REzOv7xaRlaqQeXXgHdyfjfvrUjdximICXsIMWjT0aJhZBGe1HYDuW8GMr90TXUTWVy/HjH4Pq57fOcFYFygeWhI5tV05LOZNmT3sdQ8EsBO5HNxxEwt9vGmhWdipsU77HLmVGfPnZ8pPrIcqWV5khemiINo+hbkb6Yd0dlDa8knkUCI4Y2CdiBm9Xd0j+8vL3OqCoVC8bpAGZWXOIbfW46sCg5nk2myTNNoRL7425EvxAp/3Hm62Bqx6hpXxE2tYW+ooGFBZudV6ROfaqzacF1Fw4ST0ewjtaGivEJrpP/67OarkAYxI3W35pdd3j3bgyVzAa7Oal7zrryGLGQ1cZXu8R26sLMWDL/3HuCBmKnFPt08vy5o2GYA5Fmiu39QXluNCJ8bEBG0o+bR9419+MpHjdFZgTOIaJrXk7Bu6Es4bO9Zd7PdH3Ynr684FfrxomfTpucZJF1nqJh5DPiG7vHt5gJj+L0bGWYEmyZccdd/tiQNLXfN9/4vmOmKn0bSgeyIOI4z2LncQMoAuIC3pa/RmXD472utHoiblvHpbaXW0LZvlu01GRRMm5D7NB0RbDktcUdWkTWm2TRzTPq8v/aO2vL3wOi0GGursASv+0b1Hw9cmDugUCgUCoVC8drC8Ht/jTRyGUoEWdDfghhQpYgxV4QYXkkGDbl1yEJwunlOG2JoagymSTuBiUiU5vN6bQiHGewgnkR0Wz+iS3+ve3zRf3GaLyBVE3I3UIYsjtcw2MzmJFKvMxOYgNyHIGLKViKL3KeQiMJNqe05yH06iTS2BDE8bQwuvPuAR4H7dI8veYHncy3ybDCcdH33TUCyJ2E3Nw14bKdi2ebZaKZlwLSPQupPApxZmNH2vx8q9H0lNac0QzPT0mxFzOl0insnYmIHES0/FTFGh0aXDv/8v8NFuBcKhULxWmd4aoHi0qMPMZg0JEW3FRFIwd92j33itryzk+264WFw5bfVY4s4gFzDZNd9LXNHdSadV52JNe24OedsvgUz857ayxasbx59NFEempdnjfW9O68+HWFYOtIATJPeXcGiWenXizLbsxBhtgT4uOH3fl73+L59ISdt+L1VwNcB7Jppf6B0z6jH+kY9cyiSn11giYaR1cgbEGGVjCb1eZm22L7RWYEK0yTRkXDousZThdZoeZ41MW3DjX9gwWPvPfKDBRtqUvfRiawcD63JuBl4C5CTqld09yvthG74vXZEkGYjwk9HRG+aWGoc3Yg4ssUSlp5M4v2ImBoa7fpn4HepOV8PrB76XoXWqOcHZbWBz7bMOxYxrVNkWySBCKoAUMeguDqauj5HIwU7uxMO87a802NS+/ZvGvA8n2qeo8eaJkeD36p68PsTLi89++1fLn36j/+u9H+FQqFQKBSKi0R36mcASRcOIIvDGYi2diJ1F/2IlhtAzKkyJEX4esSc3Ios+J9EojB3IenQW1OvQepdjmRU9g75vRm4IvX7W4BPG37vdbrH1/wvzfKFfAeZA4iRuA7RxpWISToBiaQsBUYjC/yjkAacOmI6BpB7sQgxBOuRhXYYNPfS2TldiPH5DuB6w++951/phJ4K5ihBTOJRqTENxY/o/L70hqOR3PiP2qd6E+hjhxzXA3wK2HhP8aHjk5x9JzjfpCQ1j60MBgCEkNJKbuRznob8jaQbe6aZBJxLjc9E7k/6848iafV9ht/7GPA93ePb/zJugUKhUFyyDP8ftuISQ/f4BpDV1AFk9XIRsMw0uXpjsGzWL9snntrSWnEgnLD0I2kNs1KnzuwOumiPuAYA1vZXLPxI06KJHzx2WWM4aU08fm7C3KhpMb/k2Z+haxSmznGNNIYzMfeRpHTJA6DCFqwcslsDHjD83s8Zfu91KYPuQvBuhhjtbksi9935DaO+XbZn+h2FdW4k4nATIqw6AzHHlg9NOtgB5MVNfcE9rfOmWDWjCFn5XmvTjaNrr/9zl003TiCipRcRXgkA02QfIj6OIKLydmCL4ffmvJxBG36vbvi99yIRroeQ+pc/QGrzzAOeAY4j/21O1DRiP7zryQBottOteXGkRmgSaWq0JzW+c7rH97ju8XUA7x/pfd2WRPZ3y3aXWzEaAG7NPT069f5BzhdMifQvtcHC+DP9ZTW76sqfeWTj1M2xuG4z0HWADD1++FtlezLPBXKzgXGfmLrnHqDO8HsXvZz7oVAoFAqFQvEaZwNiJmUjxlE65TeERMX1IobkIgZTwasRXa4h2S8liI7sR4zNAsSU28z5acMjRc4ZDNYxB2loOZRpwaT15ytqV96+svb20VwAUt293zFs89UMLuInkYyucYg2PoUYumHgWsS0LEGeO9I1G5PIvLOAJ5H72I3o7ThiwJYjxuF04EnD713xCsY+3fB7t6bGtxtZwP8mEuCwLrWtA4n2HJea1z7AOdXZe+0vKreNva/k4Ilpzu5NOmZrary/WF2z6sAkZ98yxJQdiXRJLYD9iJbfijyLpJuUDg0S8iPmZR3yzPIU8lwCoscPI599JlLTdJ/h9/4kVdteoVAoXtcoo/L1QSfDmqrUx7JOG2h5x3sLM27fcuNla5vHBgfi1vWmyUGkBuKzB+s8/ad/MHFC2xOlexID1r0mGlp2YuHE8U0HQNt+1lfa1BzMPtsddR7sjLj2P3G26lAoYd2IiDUATJPEr7q9zxuT+ZZIm1Uzh3+BHwe+jYi4OsPvfdTwe2f9KxP+5IM3lj/0ZPW2XccqNrX3ZO4JR62+3gFnEGjLtsSjzwRKg8GkNT/13tVFrvBl/zHu+CjTJHEkkrtzkct/MNcSH8WgUJxR6Aw7kUjGQNIgnExqR9vCGfH/PTZ7a9TQsxCxMDSScSrwlZc59B8A30LSX+D8ej/5qfFMRoSMAUycNaF18oKp5zZOGd2RjmzNRMTwXETw/nXINUZahQfAbUnkfKN0r7PIGt5WaQ+dRUTg8CjZOEjKeUMsqyrbEj9wrL4k82ePzi+zWo2BhKnZHVryxHfK9ox26cm2fV2eAo9rYPe0/M5xyKr7/xl+700v854oFAqFQqFQvFY5zGDqbxqTQcOxHIky3IwYTJ1IJOEaRKt1IUZUN2JEzUYWpnNS1zmINKLZiUTvDS8vtJ1BA2tEVveMLwMeelvumV8bfu8Jw++92/B7R6p1+VKZiJhtm5Aa7UcRQ60PWeROImZfIaJldeBmJHCiLjVeN2LyLkGaxeQgQQ99iObdkHqPrcBG5PlkG4PRpRrwP4bfmw6Y+KcYfu/E1PXSTUF1zs+Ouio1rvT9PJgaf1Fq7GgaTHAEJt5dfHT5Lyu3ln666PBvVtesCqWOf1GdnSJd/z2MBCUsGbZ/6GdyKvVzFGJE56XOMZG/gSzEHAfpKg/wUeC7LzdQQqFQKC411IrM64MHkUg6K8DZWGbDN9tmFnis4Z6ve/cunHZ44tk3V56afvlT70o8uHD9yVkF7XmA7cq5p5c9vq3l2P6j5XMHjubiKAv5MqqC7aFT2TCRRae6C7niqf84742Ovf2X5xBh0gbMa024NrXGM9I1c5ib0bkHuHHIKUEkpWNyNG7Z67Al0yvMZYbfuxf5Qq5LXXOb7vGF/9lkDb/XMb2qOmfj/rHa756ZNSqe0MeApmU4Ysef/P7/OXWYsCtUfPSPvVVTf1BWW59rjac7++lr+8sO/6l33HIXiZNwqiFi6F1O3bAiYjITmJVIauFfPz0nfN18X8G3T9Yksu1Rt9NiTEBE5TXDhvMuJB3kn5JqfPSJYZtzh72uRgTpIkS8VQN8+86nl2gaxgiXrUOEbZpeRCyPSLEtUvadsj33AD9lsM7QUKIALYmMcwb6qGuzms8VjTez+8PHfbpGVdLUbd8s25OZqSf2myalx3sLKh+Yt+l46tz+1DUfS6XrfGfY/CsRAecA9lys2qUKhUKhUCgUFwrd42sw/N5HESMuzTbEhNqOmJMhxGAajUTquZBIyWNIRJ0HMa+2Izoo3Q18OFuRDJs1iLmXmzo+iURrnhl+QsiwbNodKloOsDiz3Qp4kUydxYbf2wusRxai9+oeX8NLnPbE1Hhzkai/rNT2tAFnQUzYTUi2z5OIJh2PaP8KpB5kAngOMXVHpX4uTc2T1HXGp657DkknH0omcBPnd+z+R/yAQXMvTQeD2lhLvWf6fqabTVYidSTPQ9dguqv3N0M29b6EMVgRA/SqEfa5hx13EjEpNyBztSGG9xgG0+QPMJgRtwX4JHCd4fdepnt8bemLpYzp5QyWIXgulXmnUCgUlxzKqHwdoHt8hw2/9/3AQ02xjJav+mdnmWgFHys6dsKiU/n2qrpDb13/tqnt4Uz7X097EzPz2zdFTD3Rl3TsKFneFtLPeRJGxDIj2pLhjbZkeE0wGG/GsGgvSNMOJWy9dntURwy0bWW2cO6qyq3Fzw2Ubt4bKky+M/d0dtTQNwcMm+NwOD9SbA31T3P1ZQGc8+f4J1R2g4iWHkSITWMwqjBg+L33Az/QPb4RuzylUlHWr3zT3sKVb9rrAsoHwraB2mOVvp315S13NS1YNtPVvfu+kkPlJ6LZh3KtcTciHt3AvMnO3m1g7vxwUV2mYbLgcy3zjj9QuudUhiWZBZhJkwMdPRkDJXkDuXZ37NBlYxv0Kc7uKCKyRlrNzjP83ryXWKvynSNscyNRnEPvtYvBLoEASU0jjKRqT0BWoUFqAN027F49zmCx9ZFIlwroRWpbDk/nTwJsGSg5a8HQrnC3OOwTTa16YssNAD+t3HbQonEauCxmWE5HktbgtRUNs5DoTx+D3eO/bfi9u5B7Nik1z88yJIrb8HvXAO/VPb6ufzBehUKhUCgUin83K5EslPkMNl85CSxEDC4fkkK8G0k5TiJmZAQx8+YgZl+6RM6mF3kfF7JQfT2DUZk3p34/CjhNEz1kWg6fi7l7OhOOgYWZ7ZeDabq0xNFsSzzdoXoLYnbNRoyr5QCG3/sc8J//qGu44fe+BzEGtzNopp5BjESTwZJBtanXp5EgheOIdj2SOv46JFIylNoeTd2zitQ8+1M/a5FoSpDo03T0IACBpG1U7osN9vxx5yL3bTjdQ1+YJqM7Eo71xbboWMTUhcE68Y2Iznalxnuf7vFtGHL6egYbKb0YTwA/RuZ02bB96RRwAzFo96TecxnyXF6LaOc2xKR0kor0RNLT038/k4CfGX7vlxBD1ArcgXzWz8/b8Hvv0D2+h//BWBUKheI1iUr9fp2ge3y/A6be3zarzUQrqrIHTpbbwosAuiMu1xVl51qO3vKr8vvnbr1c01j+yeYFlZ9vnbvwZL7ryrGf8E12z+n5u2HlMJih/KzQAXcycewF74HZ2dCXcwb5u9mOiDNd0zh2ZVbr0oqBRPSGp99euiNQbP9cS83k3/SMTzbG3TmAK5bQz+i6mZu61DYkVaYS+SJOk42sAH/Z8HuvMPzemwy/d2gxa4CvAQuQL3cnsMHtigeuqG6Y8/lbt1yfb4mevi3vtMWimQNTnH0eRDyV9SRs3T/pmHzgK/7qxWBOGW0baNHguR+V75qcYUkWAGHTZP47nr05s9vidN246MS8Bw4usH528zU3WnTNigjOXkRYbk7NYQuSttFg+L3D6/iMxEiRjo0MpvicQqIjZ5+OZh42TSYjK+AWxOhbgIi3bYggKQCGp8N8FxGBL8bndI+vX/f4nkBE82OkoigRUbkBWP/mnHPlv6zcVmnXzTnIKncngEWTlKWooT3x086J594xb/9Oq24eQVbGq4e8Tx/weeBh5DNbyAv/f3M9sNbwex0oFAqFQqFQvEbRPb5uJILyMwzWlOxFIvQykcjDdkTvXJbaNg0xCJcjRuYWRB+dRqIOh2Mipl4nojX7EZPyaUSHzgAsmkb4v1qrI//TOTl3pqvHbdWIWzHP3JbX0ILowl5EJ6YbHA7VWVcAmw2/d57h977F8HuXDtVhht87GvglEtm3HFmoP4iYi+lO3bsRrZmdOs6eOu4cYvBdl5rfDiSd+QZEA1pS57iQ8kljkcX1Kan7dSJ1nzal7tWO5/pLn/pU8/wvrqhd+eiK2pX/LN25nBdmC/kQwxbTJFoXydn8mZZ5vfe0zpvfFne0IBoXBo3HSkR766lxjjH83uevmaoH//l/MIbjwE90jy+IGNefBc6m9kUR4/avqXvjTt2rOYhhmT5mLPJ30o38TRjAXuTZJ92ICOTe7keiSB/ghQEV+cCfVEkmhUJxKaKZ5oiBa4pLlBW1K6cDT32/bFdrvjU2D4gmDa3bopvn1SL8wLklnSZa2uTakUxqc7bvnsTet/y/UzmO+NSOiKvrsife1RszLHnvqDp+5NaxJ0on53YmHBZjMvKlODt1bhdSu6fiQFdxw/HeAueYks7YL7on1QCdyzNbO1fkn/L88M+Lmj/x9h1jLRbTQMScH6jqjDi3FDojQ4uIgwiy64a8Xg88goiGb3B+uvQ+5At+vWky9gsts7UVBfUN24PFOXNcHf0zM/pGA8m2uOPMva01OZMcvV0355xxex39szQNR9LQjvz59MTOUMKe0Rezdf3yxOzZ36zZcPLy8nNariV+5cbWynVTcjsyil2RdAHwqan3TRe5Tt8HE3in7vH9+cU+m1S06NWIyLAioqwbMWvtqTlrpkn8U83z+77s2X8mzxqbCxAx9GM2zZhk0dCRNKIpqcs2AZOHpnYYfm8p8D+IuE2Lqw7gHt3j+38jjMsK2HWPL5R67UeiAIbSlXpfkFSfAaCwL2l7NscSn4zUp0y/Vx8iVgcQwQ4iFL2MzMd1j+8nL7JPoVAoFAqF4jWB4ffqSLTcUgYzWDbywsi5zQwaeyB6rR4xv2qGHbMb0YU9DHbzPo7ULAdpslKAmGkRRJPNR3SZAyj8ZZf3xAfyfRkW7fnu0waimxcji+BpPQayMJ6Xuiap630tdXwV8LFhczmO6LzDpGqZp44tQ5rRrEndiyOIRk8gRuX1qfc2UttiqXPaETP1+tQ5vYgRWpi6TzMBtg4U71nV7Z0DWnqheydw2eqaVekF9vMw/N5RwB8RnW1h0KDtAcwvtMwpaElkpnX8ppnOrrxPFh+bMeQS6xCdPrwz9x26x/fzYe+1EnkmGaqXH00dOzQII318JhDRPb6k4fd+AvjRCFPYjjwXTEJMya2I3s9FghSGPi+l63C2IAYtiNk5d4TrNgJVuseXGGGfQqFQvCZRqd+vM1bXrDr82X3vmpJniX0S+Xy7LLp5Xo0Uw8Q0B8UJQMxiMR2A/1R/fne1o40iZ7hg7fV/asmwJgryHZG00ErXQpwNrAVcx8PZfROdgcW6Rt6sgvbGWQXtOT/umNw21hY4aEKsKZ5ZHE9YWmeO8xsWi3kIESkzkBQWPrvr8pyHlq0xNQ0tte0EkDFsWtUM1nnZyPlicA7y5Z19Lp7Z2pp0L3mgfWYTMO9ENKdphmtvsaZxoNganemxhupPRbMzH2ifMeuhym0a4Dg7kBX44t7l1+bYI4E9b1ntuH5M/dqf9k2sWWw09WBhzWWljVlGkvBfflZgq302O/ztP58OahqZwC4GC3WDmHQ/NfzeJ1OrqCORjooczlakbo8G0BzP2N1n2Bf9rmdc08eKpPzjI71jAkvcbWdG24MepG5QmgqkK+PztXt0j68VeFuq+PhERNQe0j2+OCOQEi5DxUveCIcVIHWX8hCBOwD4cixxE/k724cYr52pY9KCNU0+5xusgKxuNwaz5o0ZaWAKhUKhUCgUryF0j88APmr4vcuRGuVTGbnkztBIkE4kbfw05zflWYZkslyeem2kjhmLmHntqW3ZiDH5DKKRy5EsmAEkAi/2wQKfPfV6O2JynUmdt4tBcxFEy1dy/nNAAXALYoR1IMbl0P221LjSjYFKkMjPbCQyUEd0noZofJPBZ4ZpiFE2GYmSbE1dLx/R9CAp8Wnt3APgi2TXrer2Th5iUoJo6DsZ2eQDiY5cOML2JqAigZ4ekwFMOBjJLwsblmMuPTmF858/IsPO/wxwnlGpe3yrDL93dWpeeYBP9/j8LzIuhj0bjKSzQdK6dyAm624kItZAPsMZyP0rZTBiVkM+j7RR+QKDNIWJmL97X2x8CoVC8VpDGZWvQ7475/f9yMro1wy/dzoSoViW3t9v2LpBSwuQAWC2YWgxoHh985iG6kL5nqvIHOhCouOKkWi42YipFgauBSJ23dhyb0t1+MOFvtoqe/81db35W+4oOG6zaizWNHaYJtM1jfor5zaMQwTJGNPkdMzUYz0R54YtbaMuR8RJM7LyOR4xvZ7HMDmla8xLvZyMRGOeRATFDGB83OT0d9qnTQYz+K7c+mCFPXRsw0BpR3vCeaDYGpmuaQTuL91XejSc21NhD53TNNqBRFV24Jr/GHd07dn+HJemUep1977pGqPl78W2aClQcTCc19xzDLOiKq6//Y7TNkR45XG+SZnGhTTb+duLfDRbGLnxjhURgO1tcWfg+x3TDIC94YJZgaRtf4aeKHxuoKxGx9wwOv90ByJWhzKXEYqM6x5fJ6mU7ZfJcUYu8B5HzNahgnw3IlhLkHuzhMH0lWwGzckzgCecsBwPJWyR7e3lgcfPTsjb1lZedcsYX+XX3N7bdI/vT69grAqFQqFQKBSvKrrHtwnYlIqw/B+kPuBQhqboHkXSqA2keUsLosvPIBo73UDHgTSkaUZSva9AjMwSxIDMTR3vQ8ypxUgEXhPS0KYXWSR2ISaWLTUOEwkU2JEax3oGza006bqQRYhedSNG2fjUvycQTXkVYpyBLHJ3IXpvLxIh+cyQsR9CDMksJH08nDr/IKL9bchzSAZiZmYjC+xHH+r29oE2adgYicasl1c9+P0fN9x1d3L4vtT4TnD+gj6mSWtHJKOt9UyhUR/N2T260t/rsBtzQOP/uidE7iysI3UfK1JjHN7hfbzh9+boHl/f0I2phf7DI4zjn3H8H+zTEaM6XfrqOURb2xETthHR/emO4U1IBKYdeVZ7DvlsOxiMkA0A9xp+7wd0jy9dDkChUChe06jU7zcAht+bB3wUETHOjoRj2+daahYjK5ObgWWBfteJg0fHTqzK6j33zPV/GoWIi+fTIQyT53TpOm0A4w6eKvE57QnTW9k1aV84v+53HRNy646PKpuW39H5/hn7Q3/rHV18X8mhpAnGnlBB87yMLpemYYsYFnNvuCD6UJf3sgcrdtT+V+3yvgfmbZxm041TusZSRLx0IKkXGsD6/tLnrnS3LtK05+vH+Bns0rcbEWbzY4ZuhEzriVxLbDYiNI4Ai+9sXNj0jtzTDcvc/iyLxhREoOUjgnAyImzCiCioRVanpyRN/B9uXDQV8P+icnu7rpEDjNrZ7tleXdiWZ9PNtJmXRATkRAZrEP1XatV96OdgQUTivCGb9yGrzfakifHJ5gWHBgzbNKSezbgiPVw3ztbfvCNSPF8zzYaMp7NbyjOCtnHl3bExpd3W/KKg0e201i2csP2TI3zuGrI6ex0iOA8BD/+zDoCG3/tB4Bcj7NpEqhh7iq0MGpM2oD1pMjpiWE5nWpLXIkJsUjBpecZE0zL0RPWjZyYcvnfPZZMNUy9xWhKnfnvZ381ZBe0TUvewRvf49g1/U4VCoVAoFIrXMobfew3wAcQYakP07CdTuxNADmLmVSNacCHna+0exABM12A/iBh4ScRAiyD6+Apksb4QWSD2IuYViK6NIgvqo5DF4iJEUy5AjM69qWtlDXnvM0jJnnQGVbpZEIju35Y6fwdieBYg5tciJOqzPjWec4jmTNeazE1dZ2iKe1lqPGWpeVhS+9YiJuYBYNz6/rLtv+sZ93xtRcPQGk6d9nS1t+ZkerZrEc3kvVsf+cwL6ukbfu/bkfrogGTufGz7VcfXNo+bBVBc2Lt34viWagY1LP+ZX/f3RZkd14cMy0annnSmyiz1A8QNLG0JV3zTgOee905Z+wJTckXtynzgNsQs7AIeX12z6sDw44aN0ZW6PxXDdiWQnLbSagABAABJREFUzy/dcGcAMVAzEE0dQj5PJ/LMkm68lIWY23OQv4kMxMROMJgyrgN/0D2+d/2jsSkUCsVrBWVUvkFZUbtSQ764PgS861xz4Y6zjcWLwOTY2391JGFq59oSrkybZtgMNHPn4crebVvGVX7tg8+0ZmfGr31qh/ep0y157hnjW5NLZ567fFtb+dEVm9409b3jD+/MrexJXOb258x09dh2BQvbftY1efnPK7fusmvm/G/4Z9SdiuU0uvV47oPlO+OaRkZfzDbwzi1vir1l9Kn+O8YfngbooYi13mlPlOs67R9vnD/908VHj411DCwxTToPR/L2T3f2LO9N2g+BGcyzxoNIoe4nTZPLNI3tyBd5IGLo0z7atChmoDXOdXVoHymsm6Rpz3fUtp+NZp4osEbL3ZZEP/KFnhZfAeBN3Qn7nnxrLIREPVqOdBeGP7L96ozNb/qDiQiFGLIKPZohogf4uu7xfRHA8HvtiDmZi5iiP0IE32Gki7cT4Oed3k07QyXLAVxafOsYWzC2eufcKQX5gTMF+f3Rw8fGLL9lTN2TH5y5P3tHsNi+N1RY2WfYA6SE4eqaVc//x2z4vQuQxkT/n73zjpOjrv//6zOzvd/ulb3e9+5SLuXSKwmkELqIDRQFxYYoCthREQUV9GsBKyoKgiBVSgKk90tySS7J5bLX+17du9teZj6/P96zuctxAQS+P/3KPB+PPJLdnZ35zMw+sq99vVsulCbiCr0ArhLc3trzfTaU7IDfgwT3ZFICG6AJl9mYmBq+D8CizrjplfsHZi/+n9yDGsZwqDVmid3TP3u9UZC3BmTdxi9lnNypj7HC+08savvlsleXG0QpNe18DDSx/MbzlairqKioqKioqPxfQfZ5XAA+DODbIK2YCrTvAhlSAshcFECGpBWk6dZhoh1SEKRxATLx5oJ6KepA2rRC2Ueqr+IpZV86kLFpAmm3raCgdRHIFI2ANFxSeTwLVBLOQKbhHJDGbQBldBpARlwUFJyOY6Ik/VVQILtZOeZqUN9Ki3IcE8iQTIL0cgcm+pifUp7LBhme/QCyZI7Et/rmd/YmzNVdPeltHd0Zy8ARzDyEcU0Eecp2s/c8ddsgAKy4+r5CUBn++Mv3/2mB2ZD4CedgXz10wdGn2ysWAIBOGx9YNL+ZMXZ26MwroGzTDRrIJ5MQXAIk6U730c62uD25L5SZ2RKzWWUwH4CfP7zoob+m7m3JL+43A/hmYf7A4oLcoVRf0RS/AvDFhxc9JOM8yD7PYuUaTS4DPydJBBOGdgofSMfbQZmU5SDDMzVc0wgyM62YKPGfnJV6EJRI8dr51qWioqLyn4JqVKrg+tobnS3tWcW9PleZVRuL7rvsL38wauT0oaTe99uhyqbmuHWJRUieukFoHZiXM8AAWHYGsvqeHS9M/4H7ULFJ5B0AgpLMNoQlYdCokQc0jM/qjpte+Z5v7nIJQvAP+XsyObD5a70LtBGuSb/bfSTo0CTMAIJjktb8pZ4l81eZfYc+4WoKA8g41ZHRrrEldH1ag+7hkbKyAm0o+l330dCRsMv/wHDVKj2T9sa4ZvlnXA07FpuH9QD8Mseir/XWRH+Uc8TC2NkobSDJ2Yqbu5bUZ2mjoW9mHQ/oBNkJ+nJv+nzXkuyvZJ7sLNEHy0HZjSaQqXgQSvmFxHFcia4ajgZc4qNDpfofFdXmCgAYO1se0gyKjKayPuPK4zWgpuupkhoo+34RwEUhSTQ+O1Y4vjuUlRPjYg7ATgJIvM/WFrvM0b3hpt0bX9vhy6veNLfhcFNrjv2rC/eG/hQstQMsCxQtT/XusT686KGg7PMsCEW112k1yUt1Gl6Kc6PiKYYAzBHc3t7zfSaUbMwPAvgCSLyOgsSUFSQ6e0EN1FMcARDjHIs/3700vNrSt/eDae0bAWAwod/i0sQ23NKz5HhEFmf/KOfQK+maeDUm2hEcBGUgZAC4WXB7HzjfulRUVFRUVFRU/i+hVNSUgrSOA2Qo3oqJXo5ukNm0F9QupxmkYRMgcy8TEz0Jy5X3rAGZfSdBOu2Qsl03yEhMtfeKgHRgJ8i0qlf+3g4yHTNApuhGUNBZBpleUZBZmQTpxhMg3elT1mEDtQKqB5mlqWzJJpAWvhDUekpWjpcDCuibQcZnEUh3W0Cmo0nZby6A8OP+ooYtgbyL6+pL9ofCxpUAYGvmByw95/R6vxc08foPACZPtg4uqOz+bf78Icev2+ZWG+zRaGV5r2gyxmYxhm6QmRoCGar9ynUeVq5DEmT4ZShrtCn7/OHDix765vW1N1oBfKK5zb2wr995HWNyYvmixtFJ5meKbz+86KG78QbIPk8+gDtBJfNWkGa/RHl5Ov2+HZToUAsq/+4BZdT2KNexGWRKb1POY73yviHltSUgk7hcTQpQUVH5T0c1KlXOQfZ5VoC+HM/iT+q6HWKcM4YTIIGRHEtq5/1oYPaBcv2YcLWjQ7KJyUswMdm5FkD88ZHCwPscnRfoBG4ETSy8WNmmF/SFzAGE4xz8UDjT3Bc3+jfaesQkZ8mBpMHYkzDz1wI52v6kMS6BLfmf3AOBR/1lDaciDue33UcHnh8rZHOMw/Ji8/BaAPFv981r605Ywrdn1PfOMI5pjoTT8NRo8cxPp59pNbNkcbo2JgPIGUzoX83QxswA1gwkDNudmmiahqEDJEzSAcwKJDWvHY86zSeiadZCbWB4k70XAMS+hCH+jb4FpoutXTw4YInfUHHKCIp+juDczEWAMie/dJ5LXQ+gOiRrxr/XN/fEoGSUQWUceQBqDSw58+7supNOMcb7Iybm0McCWkEq3RFwNw9KRoOGcaaBDMbAGDiKdMG11Ub/3QBuB4DNB8u2bFjUvIYxcFD5SmrCexzAgYTMglX/uOmq1lu+Ev8XPhurOMfPAIQZwwrOEZKBiMyFcCCh7UjTxVYyBjw8UnYwUxORL7b1pKLAOwGsbozaj20J5PZ/MaNhA0hIjytrm9xzs1Zwe6f24FRRUVFRUVFR+a9A9nl2Y6ICByA9vBWUWdgFMuxWgTLuUuXcy0AZlktBmZV2kElpw0Q24zgmhlaeAmVVFoMMzQjIREyZk1Wg1j16kLavAem1haAg+DFQZmZIec4JyrScrbxmwblZkeOgzM/9mGiltB4TZeztoAy/GCZ6LXqV4xeDenOK/QlDPE2MuWRA/4X25cHth6uGAWGpbpSfTD9+zhR1gLI9E5i+rzqgaO1gDg6weSF9eakvZjDEFysDPFuV6+EAsJhzvByJaIskWWwf9lttWo0kSZIgcM4YB5BMik+VFfteA/2eyZMk1rjvUOU4wBZ5Snt2ZmWMTW6NdELZ77UPL3ronN9Ub4Ts81hAk8QvAP2e0oB0cgR034ZAJncD6N6WKW9NZccC1N4qG5RdugtkeM9U1pPiQsHt3fZW16WioqLy70A1KlXOQfZ5rgTwDVBEM2fSS8dBQmoM9GWYDyoVGQSJkMUgkcVA/XN2fb5rqXOdtWf4cnunR2A4PhQ16K3aWIFe5J2gSPBW0BetAPoyXvw3f8mB1wI51XONw/tvyTitB1DdHTM2igKys7URZ3fcdKI1ZhlZYRmoEhi6JRmCwLCUMUT+OlK83RtLS5tjHIm839FubIzapR8NVK8qEAO7OgZMpnm5I8FNtp7o02OFpq9mnbSDhM1OkMjri0nQ/6Vptm6FuyeWZg4bv963YJaRSd335x7MMgpyqueLbe9YRtfvji30fLz85NCanM5i5XkNzhUBAZnjsMDOTnKcytk+m5wD9w3M2nVw2J2RI0abAkamBZAXCBqMuaNyx8+XbU0C4PcNzMq7Lq3F4dZGpva0kUBTEM/2lYzGxeZ/bJ/Ve92G46sw0RuoFUBS5nBet+OywdrBnBMAPtR6y1fe8n8CJb+4/zMikx8AAIkLkycxIssYOvzoBc9nyzq51aWJzbCLidTApp0ggTuKiV5FBSCBuG7KIfoA5Apur/ofk4qKioqKisp/FUrFyjOgzMhSkFEHUEZiBKSJIyB9tAUU2A+D+jc2gIzDMMik6gCZUB0gLd4KymAsU/Z9CpRl2Q/SvO0gI9MDKnuOK9tVgcq3L8REpqUAMhr9ILMsB5TxKYJ+B7iU90ZBZuE2ZfvtmAi8dyjbdYOM1Q5l7Q6QdtWCDNjDoKqd9vv7Z0itMVsmxnR9r5yumMchuKwtvM7SjQQ7t086cO7E9OnYp+wfcQtahubDke4a31fl6dFwjirGMKqsJxyO6LRHjpdFQAbsiqk7EgT5O8sXNd4AMpMBAE2t2bt9A2mFOm3CuLimKUO59qlMyL2gMv0VDy96qP4N1ngOSruAWpBOnjr01g/6DCwFXe+LlOdDmOiXvx5UQm8D3f/lmPiMpbhBcHv/9FbXpKKiovLvQHjzTVTeY1wGipzmgL4Qjw1H9c+CxEwnKJIXAEVCx0HGZBz0Rb8cFAVsALDcICTHnxsvTNsfyvQCMD7RWqWtefbjuSBR0QMSN+kgA0sCgDNReyYHO5mrDRs4R82NuzZ2XPfaFfmZmsg4gMZsbTj6UiDPPirpmgC4Dg1lS6tf/MjAbQcvOHKNvaPw+9l1y9/vaK8GMNcv6TjAg7e7T87N/aMvfpm9O56pjRo+62p0Jzm6AbRHZJj/MOyR9gYzTC93l5trB3NlvSDZ3Nro8lvSG2p/lHOIG6lU3AgSYsEl1qHLfXFT54heSD43mnfo8ZGi3SfD9p2cIwYAQUlztG7MueVMyBHhHOebrudWrhsYA27LPLmqOhE8fVVmiwDAFDxt6etqyThVZB1Df0Jn/1LXgvxT0bSRppi1e5p97QXwlclPGHRS2XjIoH3tcOlOkJG6G0BOQmamizd/IFw7mFMF4AMuffjCt/CZAACU/OL+OQB+KXFBmGpSAkB/xLzgopc/5Pr50UWhSSZlFCSeZ4NE8qmgpHE8P5bfzjmWgAxwAADnaAB9tvbJPk/x1P2rqKioqKioqPwfpxTAFaASbw3IVNoF0oRRkLFYBcrcW4GJcmQOSg5IDWTsAmVCngIZk2mgEvBNoGB4TNk+1Q/yZVDlz5Dy/nJlX2PKvgVQJmAcpO1lkFHqAJmlLcq2y0C/BZpB2t8AKuHOASUgGECVU3XKuk+Bqo56QUFzB8iIXQsqX34JwKKQpIk97i+yNIXStLuPV2ZsaahMM/jYCWM/32vphY/RPk4qax8D8Kyy5lff4FqfLW/WBVGafhiNhkBM4hzFB4+UxTq7nP2cQ+Qci880ZztAht60ur0of0CLSSYlAJQU+twAl+MJbTyZFA5iYrp7yqy0AviJMhfgrfIQqEXAVJMSoHu8XDmOadLzqSE/G0EZrWUg49sN0tmpXplRUPLAT2Wf5wv/wppUVFRU/r+jGpUqUyma9O80AHNvO7gm90v71479YagszZcw7AUJFDsoUsgBVI9LmldAEVsBwAjnEAwsmQ6gusowagKgPzqcZYtJ2jDnGAUJGQkUmd0AoFDm6OlKmIsBRNPFWOIPZ6p37R/INVu0iYYfD8zmnKNM4kxzT3adx6mJrwfQW5PuS96/eNuxexfuzDeI8ixQ354GAKYiXSB3o7lnB6LoOP6CqSZSL5ttQmLh1/tqMjvjFhGAwcDg3hvKKCvUhQovL2ga+v3KzXNLbGMmANvmmUa0FiFZDOoneaGyTrco8H3DYWPpUyPF9mfHi0u2BPOvun+o+orfDFfseaB15pPf6JnbGJD1ODyaGfl7X+lmzs8KhKkcAInTvYyhc2NOm63EMG6+1t4EZz/ixrSYK8ccwD39c0vHuHEmgFUPj5TnBCTNaGoHnCP0xPGq15KSUDZ155+45Ijz188sMkXj4iCAlSMxQ+PaFz+ibQmkFQA89sGShl37LnvkT7LPkzn1vVNZJ1zDWFT6MqYXTpNghhc7yzceGnQ/ATKgGzFR2m0DYLSIyV67GDfdNzDrJOcYf/CZxbs++v33t4M+ex5QD52dss+T/vr9q6ioqKioqKj8n6Vo0r9TvStNICMuCjL0ToFMyEMg06oMZDDJIAPSBtJKqcnbrcr7+5X9RjHR81EE6e2LQZozCTIyi5VjaTExgCekbJevHMMEKs/2gSpjskFTvl8B/RaQAewA9ZyMKdukBucYMKH1DaDfByeVc9GAepsfBnCZxPHK7b0L0rcE8pe1DqZbwhG9DMbGwJDhaMRKJqMSwFWgLMMXQL0vU+XQIyDdPx0MlGW4E8AxXRjpltogmprc3Ymk7kxHjzsNQNHQiOVQMGSeA0qkuBhTWmAJcb7XEYtkTd25KPLy7KyRdlfaeL0kCane9HswkfmZ6gf65fOs7xy2/HPTPJCJ/WbMBt37VtBviYWY6KW5HGT+VoLu9QjoejWDTMzVILP4F7LP88W3si4VFRWVfwdvYjqovAcZmvzgzKhz7+7+wpolGd27F5qHw5maaBpIlCwBCZ71Q0l9bV3Y5Vxv6y18vKXy1VP+dPP1VSdenGEYs63V+vx6JkUCCQ1vHnOwg1f8RWAMx0G9cOygEvOjAMIdI9awTUq2WvUxVqIdC66s8Ok/VVmfBaDnF4Mzhu/snSdBQMZwUm8s0Y+/8lnXGYdZlLAwwzcLFDEsVtbVC4Bla6Ol5hBrmrv1xtk/enLL/pKqaFpdxLlDglhaog9uBLCfMSz9TtaxbXm6cBGADZyjXQbLYOBhADFfwrAzRxfdCIokc1C0Nb3CNuqrPVa2pDBv8GB+zlDnTONo841O78qvdi57NpmeZAYmsbrxdCmU0CQ/kN2yndG6zJMurQwSNCWpJ8IG5vtW3wILBnX9X76yVn9v44LBR8ZLnOnO4NkG3RKEgl8NzXj161n1utOjzsi12y9fJh7XXdhwOGfHd2/cmg0yB5MATEZ9MvzUDx7LBZBzyu/65xWvvv8yADCIyeZ/XPiMptIxkur1cy+UCd+yz2ME8D4A80CCdQuAQ9VLS78lfbfuKt+tM/ZEs8yvK4mZjMjk5p19BT9cmOH7Jc4VexIoUr1xtaV/y3LzwNJITNvz+GvVVR9Zd3wfY+eI93wA3wQ1m1dRUVFRUVFR+W9gaMrjVBblIChjLzjpuSjI2OQgbZcHqm7SgbIXZZARN7k10yFQtuJ+kImpB+n2fSADcRBkoDUr+09T/mSBTMvnQINp9irHNAE4DcrWlEC6vRUT06qNIBNSB9KgFpC2HQJVZq0H6fy5oJLmXJCmlkDGY53IUHOB2XfqpUB+liQjCqq6qolkscykkbc4GtGhjUAGGbEZIH2aunZcWV8UwPwp11YCzu1rOT5erBs9g2FkQAYwMDxiHWxsyp1aXTQH1OtRn3aSC4ZhLPQdKCwrusV7WjTIqdJ7PYBoWXF/DGRublau7QrlvuyZdOwfXl974z8eXvRQBwCsuPq+OaAKtjRl7U8CKAfWPnO4MffQV6/bWSS8fjjPZAKgfqWbQPdWnPTaIdBAHh+ondJG5fqX4dwsTAC4R/Z5HhHc3uE3OJaKiorKvwXVqFSZytMAPgAAMsfox3ZeUiUyeeRPq15aqxX5PpCBlTLtAGD73b7qgpWWga7OoHXvt46sWufQRXcNx4zZDy5/NQ1ASVJmvqG4ru21S/4uiYw7QF+UFlDfmn4Ac2SZjX3v1+v7//D1Z6o0orwXwKXKMbYAMNfIfvaNoxfEvrd6+0C2Npz47XClvS6S7l9p6beAhE8IVAajAUUZYwBaLy1o3fjTE2MHeLouZDDJ1clBbf+t6Sd8Y0H9sMUUc4oCkCVGk5wjyRi0UUnE7Kc/mXXrrINHrO7xWEjWZr7P3rE7SxudrxwjF8DQksyeroODOTrtmFa+f+7BAZsuOb8vadwjxhiPQWAC4+xMMI0vsgwIAsOFTVHrlq4he9Ia4EJb1J48E3HI3162bw5IyEgAbAtMQ3l3eNf6CgoGtZ89uM65a+3fZ3y6Z3kSYK+KkHNmGkaHVll8mGccvggA+/XpeTvHE3pbRphrttWVLProxromqynOmntcwTO9zoGPXnj8fbKMfVoNr57hGF5v0sTDSVn07bzkUZfLEE0JzOPtMXPG92pvfOzDjpY/r7fhtzi3tOVOAM/d/Ujrxg/Nmdki3lM/78aXwvvublnlDEvaSoDHbqo8VntJfmuu2xiM1w+nN87PGCix6+J/A5X07AVFd4Fzo8xGgfPkV351sYik3LSs8Exkms/iZVCNShUVFRUVFZX/HupBOrpUeXwQpI1SU7k7QaZbN8ikfAWUGXgJyNRiyvMxUHbjMpBe3g7S1pUgLZwFymSsB5mJS0CZhS5QpUsCFEDvBg3HqVaeK1X2BWXbVlAJcy3IjEwHlYe3gYzMKEjHpvrNZ4KMMQsmysjLlH2mDEETKKvvKID0npD50C/2LqsZh/a1cMSQmlS9C4CUsDFjzMF1YgQhgQy61O8PAROl3TZQssJOkFbnACRwXsoFtj1uhRhzQoymI18TwplYOqqUbSKnm/KToInfZ5T9xJXXLmJJHjYMQ8eAbnBW1P9sXmP2BzvTZJmNJpKiXxRkvVYrbwCVn29Ujl8OMoVTJuUoAz/6jcxjDyV6Kx5Z84VP1QC4GefyQ+VeHH/5QMXSWFzc+t0bt2lBvSi1IPNRB8poPQrKJr1FOc5PJh2rCzSBHSDzciUoYWAZyHhN9bRMYQSZ2k9CRUVF5T8MtfRbZSpPgkoG8ODp+SeHYybn+ty2Jq3IRZD42K9s1w36Alw81+jvydeG7O/fepUpTRc99sTa53RDUZMFQNqjzVVbqp++wWXWybMF8Oq9wYxXOYcD1NC7E0CLLGP8q7/e4HPZwyMaURZBkcgDIHFTAGDl94+uQJYxHL3A6rNWGMY133EfFZeYBxaAhNgYSMC5AZwOSprQ1kB2V4IjG8DeXxX8c+zpfU7h4x0rj37t0Jrccn1w5se+f40rkRQK/nhm1iuzn75x5aynbnSt/Oe1/QcH3S0OXeTw3IIe8/Zg7vo8bUjK0kbXAmfXDADpy7I7sTCv/fGvLdgzNJ40+h8bKHvlp70zfKUl/dJG9GhOnjAlyoyjrMQ8xiSOvp8OzFp+7yOrk7f+6pLYt4+t0CW79AAJzVKQqJhnFpI5I+OWmd6WnKQ+xmwyY15wRDnH7C+ln+q/NfPU6hrTsCjQtELs689LAwAxBgvAjF/61aVD9QPp2rScYOU1a05dfLo98+X3ffOjs3uGbA0ANJ9afHD3RYtOdKTpo3YAhznHya64efwng7OXAPjQ6Zjj65jSf0chU2/k+t9sO+NkDLHau3jy6FV/qljt7tz5Cc+J2q/MrF1RZhjuE5g8nm0O2+26eDWo99LHAXwQJP5SQhwAkEgIjpt+fJW/pcclX2bb2nXsNYNhmuM63vijqqKioqKioqLyfwfB7ZUBfBpk8rWCTKQxUHD3IChjsBxkUHWDTMILQPo7CmqR06Q8nwEyydpBxtRCZbuXQVVLx0EmXBkoWLwYlHCQKi8PgrIXUxl4JpDuTijr8oG0fhRkpM0FGZYiyBRrApmZaSCzMl/ZX4ayfi2oVyUDmZijIMNyWDn3tYNRY/jiLR9Y7YtYM8MRQ/mkSzUXZFbuijsgBYvQKRkSYQ4MhV1nt+Gg3ww2UJ9GASmjMZHUQpIFxrEmWAAeLGTLk2ZWEM1kRjBWqJxrUNneq+yPKeddAQCGYZxmtO5hAIh0mJYnR7U+UeQ5Bn1ysVYrF4JM3lzl/HXK+ZlAJvIuAEMrzL54mSF4ocD4Q4zxqSYllOvlBxmTu7bVlS4ZHjPOAPUXPQoamJShPE4NWmIgk/IlAN9S7lEEEyXgZ0DG6QqQoTkXlPE5Fcc0z6moqKj821GNSpVzUATU1Z1B63d/fnLBYoDLX5tzoAL0RZkLElbFoPKKWgDJD6W1zXNJCYc/Zih8+qJnsoZjxrgvYrYDSLu0oKVoXW77HosmYfz9sOfMX/3lKzjtowgkaNZ97O5rWg82FMxeVt0ZAwmpclDvm2dBouaVzRufXP63Nc+LIHHkt4uJ+VrGu0HlJVXdcdNrUErStUwujHFRA7B+ADUzZofYcnt/0BbGwO3VB0cefHbR0RsuPdJm0Mk9S7N6bQDEmKxpDCR05lat0Xrwir/Mrw1nxK60dxxbZ+1NiR6ABIgvIgvb/txX7s9LG2MvDuTHXvVnDVqECK+xDOu8bW7nlt3Vhq3H3NbbK47lbGdZH/xk1wpvKKJriXaZEbdDI0jg/l6zpOwzG1RCMjoUMw4DTB+O6B1fnXNwtCdh1qRJyaY9Byv1X9i2MevFzpKDEUmMAEBMEqKjcX0lALAklYcwGWkXVXQ4q5wjJbUn8g9//qeXXzIeMtg/etc1C+9oW9R8cXpnVhSi1JswHZM4y/7NcEX8Tt98OSxr0wEgKGnP9/+BCYCUlZdw3/Sd3jMnDpiXvPiws3bR9mNMeDk4dmlhdf8LT2bGDwzkDlQ6RiZPX7xIcHt7QGX+qQboSCQF7w33Xu1o7nZZf3nzsx2l5UHt5TcM6kD9LOtAPUH3A6iVfZ4dss9zu+zzTC6bV1FRUVFRUVH5P4ng9m4FZbKdBpl5x0HZj3aQ/hkCmZNzQAaYGaQVI6AMubkg/RgDZcWlpj7XgbIWBZCBmAD1XWwBGVYtIGPNi4mBOGMgQy2mHP+08r5RUElzHSg7chBkpFaDzMFcTPTMbFaO2YiJNj9mkIHZD9KABZgYpKMHBcaPaSBnaQW5Wbk0xSDzcx8mhuSwaDr6g7nQwwSBASbTMCwgo9YJyiZcrFyrEZB5qRM7huJISOMA4DyJ1doA36PsL1Um3Q0yBlPPLQVVZO1S9gtjP4LK62HlbznWb5BAwfgoyBScpzzeRteCawTIQ8o1YwyyeG1a62rQA8FkiJ9vyGZqWOZSgA3c+stLvE/tmDn0m2cXdIQi2sPK9R8AaeqUJi4AUCa4vT8Amc2T+2gGQQkCW5T1D4B6eZ4A/V7aCuoTeq3s8zws+zwLoaKiovIfhGpUqrwOwe2NFpUd+R4HK5/jHLg11xyUQMKjFiSs9MqmCwBEDYJkvff4Uu9dNbub8y2B7D39eWJv2OJOyuyMXRev+PnSrWueHSvYuT+cVXO9s6m2PW7paYzaX+YcHgBwrx2ShAuCp65c0WAFZRgeB4m0bFBk80IAoxqBOwBUDyb0w91x0w5QRHg352h9YLBKkGQIAPR6Qe7cZOuepWVcUNa8/vOXtFX+csZuC+zxaOt82b5xiVcA4KtyjEilttEDDLImmNTqh2PGcZFh362ZDbEr7J02gyBbQGJpHCQMnEZBXvup4obivrhO6ogZsS/ixqOn5tqtWsn+sYoG29zqXj74lOy4d2C2MqSGmaO9hh5oJClYAJ2lC/FT7VmiTEOF0D9u6nvSX3hMw+T2zFjk5ZWurs5N+a0ZpfrAynW2zuC6ufUvlriGz+wIZrYeGkuPAejXi/LhFVndByDzBIDs/MzR/U/e/beZACwv7vNs+e5DF86jYCsgyaJ4+tXC3t6Eefh3BfvWxjnru7l7SXtD1DEI8Dmp+54EO99UQgkkMkeu+tTQ0sr54YMPfDNv8dOPuO2bfYvXRauLOx/6blauttZv6W7VHYhHWQvnkEAiDYLbGwLwKQBXA3juL5vntUsy63nqB48KFaX+De+7aWilwyWnGqI7QWJrJkiMrQbwY5BpmT3d4mSfxyP7PN+UfZ4HFFOz4HyfbRUVFRUVFRWVfzeC27sbNCDmSlB24TGQbpoBGpYCkCZKDWQ0g0zJlaCyawso8C+A+kfqQdPCgyAjcwdIuwIUcB4CmYZOkDF3CGTuVYDMviRouM1ikGnaAMoOHARl+4VAJiNTjmkCGYtOUMamBBo6GVfWkVC2cytrSgWkNSBz0xeVBbtOJwlPrH86oNcm6pS1DoO0/+UAGPNzydgO0XYKsjiitSvnKYEM3jCob2e9crwEABGyLGta+gCNMAxacH/6UURYgu/ARFanRfmTDspUfE65Rr0AdkPicb0fLuUYHOD+7Gu6zlgqAxeDyvGhvDdFpQVx/Q+yjxTfl3MoDeBHACQXmYYa9IJ8tmpIK8pJTI8RVE2mBSC19zln//zJ5Yv/9up82we/8+E5vhFLXJaRBsqePa6cBzChtbeBPgf3g8q854KM5Y3KfZkBqowLgEzrCzFhZn4MwAHZ5/ncdAuTfR697PN8WPZ5/kf2eX4i+zyXyD6P6iGoqKj8r6L2qFQ5L623fKUDwC9k37MPgL7E/jhlEzMoKps5K20w+eHS04sAYLcvPwtgqBvKal6U6asAgIPhDA/AMdc4kv713gX2MVmb/E7W0dNF+tDwPn+OdYBbZo4ndfVpYqwB9EXaBTKujoHE0RKQWTZkFKRVjwyXtt6a2TATQDtjiPjbXNFj+syxmvSBA6CeiKmG1luVP7kAMp1ifGRNmm9Ir5WWgqKXri0bn8gNJTTRtoCjbpZz6GLl3PaBoswrQF/2Y5xjnDEcBiBWm8aMl+e32h/trAgPn3TZlsxpTW6ydOa1JOyDs9MHufVmFsu0ScP9CeNrO0Nuk7k0vDLrI12nh1vy+g0nNFICovbjP3j/1nhCo5GWjetvWX7EaNPEc/W1ut7ghUKaP6k7YxaSUY0g46bMJq03zRg/6M+RMsRoyjBeOT+9/1StN6/VaozFH/7Wk4s1IhcAZF6yzJt2yTKvTZaB3z63ePdjr81ZOV7vWFZ0RXQAFgiZmlj+LMOI/8NpbRlf6V3sSN1MHZPPN508rFyHbsYw8pWfdRV+6qLK9qzHTDnM4W3r/F1ZSTA/3XTP/2T3C0PjEhsPm3RaWc4vi534rZJHKbi9HNT/9OkFlasW3Xjpka2gqH0DKMJeBBJnbuWY9coxU+QCeFX2ee4T3N4/A4Ds8zBQD807cW7Q5fuyz/N5we196Dzno6KioqKioqLyb0VwexMgg+w52ecpAfA7TPRxTJEqdLZiYnBNamq3DRO6iSuv12HCwBRBvcIZyPy0g8y1KpCJtQuk8WRQNp4epM0WgyqpHMq+DMq+x0FmnghKJmgBGZatIM18BGR67leOdxhkpK1T1rgN1CdRANDQnTBrftA/Jw9gpoXzm9DU6t7SP+gsBJUs5wHI4A70a/pgMo2eLSWPgBIlDinnvhv0OyEB4P0AnmJD47KUaWfiiY4402mfSc4qEDmwimtgApmM4yzBs7iIXgisQ9mvACCi7+aibAa3t2EHo0FAQwA3Z13Z02EqCc1VziMPE9Pbh5TjF+boI2052kg+gPz5xuHtdRFX7lLzQGzyzYwlNHpMTz4oA3UnyDzcp1z7VeMhw8EPfPsjy1fOaTu2bkHz2PyKXmY1xSyMYQATbakguL3dAG5T9PELoDYBu0AmcQEoqzLVhqkNExmlUM7/A7LPsxHAjYLbOwgAss8zE8BTmOh9CQC3Adgt+zxXCm7vyHnOR0VFReUdoUZDVN4Uwe2VBLf3TwC+BPrSnMwogD1fmHnEBWCXzLGrPWCLA8BuX74FADhHbCBpzC3TBc7sDmYNj8m61hrjcEeRPuTgHPOqZ3S4zNpY3Q27NiXjksBBoqYGJJDmgoSTCPpyXWwRkzYR3A8SQuUJmfGNea2JmvQBASS49oDEkggSV2ZQc/H+JebBmZfZu1INybtBBhjM2qRhZtqQVTmn3SAR4gYZZuAyQl/9QLG2tcHAOcd8AM45xnGN0xm7JiPPX2oYEjAsGfrL9OOJ1dld2uuv7lxzsa1n6ZWOjjRG4km2ZEfYgmVNl4iVAVmbEU629zk0vUNWQe+OIlcbQp0354QkC5zZJQdjPO3UmLUOQjJpF+PaDtmBqGTQVtjGqkFlPI50fURj7ZN7H/jy8zbFpASoZGYcAAQB+MyVB+c7Csa3mSsCB148UXYSACxistov6bO+1rtw1uQbqWUyx/SkDMw8AK78sljjqt1ym5gpZAg6Xpl5aU8DNKIpUV24MrZ29vLoFYuyAyvm9Jxhnl3T7Wzeil21IKG5ECRoq0ECzQ+Ksh/BuSYlQFH4mQD+JPs8n1KeuxXAd/H6/8f0AH4v+zxrz3M+KioqKioqKir/MQhubyuAG0GluZMpBWm7IZBBuRMUyA+BTMeUUZlqKRQHadsSkFkognTodpDpeQJk1i0C6erZoMy6KuU9/SBTNAeUXbgYlOHYp+yrX/l7J0i/WZXXZyrHrQWZrVzZbuakc7GANNsQAGOZPtB3XVrLCYBzxgCjMSaDzLRi5bwFMLYkMIOt618Ca8yCcVAywjGQFl4MSmQwgbIJDwG4kmvEfKkwI6np80N2mARZAPdX4TgYk0CalunHYHTvRVjw8TAiXAaZuHp7N4wZ9bhAF0AqC3LAkBsJWioCcydd5z5Qn30ASE8XIw1luvHdZiHBZY4YAHw2vRE/yTlkm2P0p7Jj6eYkBB2mx6L8vZpTJRcDGbIakF4O7D5ePPfOh9atvvSO66sv/srHYz/8y+qd0xmFSnLANlCm6yrlGuWA7vch0OchAjIwU5wEae/LAGyTfR6z7PO4QGuZbFKmWAngMcUUVVFRUXnXUTMqVd4ygtv7c9nneQnAR0ECYgRUplssKF9TAgPqrnoYDX5Xa0IWIgAQ50IHB/PMNo60PzFanCtCNn46vbFA4tj/4FCVDTq54tiVf3YxBsdQUrfVxeMOxrAHVJ4AkPHEQV/azQAsN6WfsYBMyahW4PKVRc3LMTElvBgkIHYpz6WBDFYLJvq3LFdeB+do+8M/F/Rtrysp+Oq1O1+aU95/AUj0+EA9aJqYgJGvP9hV/tVrShtDAeafuSg80KR1WNltGDJkR8taoC+7f2Dm8Z/kHSlQjrfreCRN/vngzNVF2vH6zoR1QIKwkHPW3JdjunDZFV5HuMOwa314MDaWndDlaCOW7z+9oQeAXpceyzgZSav1RU28nju0TZpQPBEDm2cakAUGNyiq3aEVJGHdzNZYcY4/NQBnF0i0lYMEqcAYZl7+ybpEW9yiuSq9oRhAb1DSDLXE7dVT76+WnS+hEhoA7Zwj98QB84n9W2zWL36rIeMLvct2GVlSV53pCz8n5PfJspANAFxgibDHNLTpU52QfZ4rQA3AhwFsE9zeMWWfR0DlKJOpUtY9d8rzuzAx0RAAfir7PM+DMinPBwPwA5wbLVZRUVFRUVFR+Y9EcHs7ZJ9nAYAPgHpUapQ/14K03WQioKw4LUjbWkDJAwZMZD66QDp4OSizsghUqn0SNExnBBTInw0y/+aC9NMIyKTMBBmT5SDdPwOUiclBumwfyPgTQTp7GXC2r2MWyAxNA2npWpARuj8hQ9YKWA6g+EJr387hpH7Py4E8Z162f6Mo4GBLu9sIsGMgPd8HoIDr2crh+RzO49hmGMMmTJRAZ4PzVWxw/Hmeab8cQBJOa4wDGbGN85dEHez5cQ8cSQsLKWsHAGtSj2TMhibbIDRiJ4S4hQ8lrbCJMaSMNwqCC3KX+33di5XnOkG/TS4E0OsSI9s/lNaWVmMcnskYekEG4AEAqzWMp6drYikT+SySLEz721sScViQUAkgMlyNbOcpCIKE3SAjONWC64LU9uGYbnjzwQrf5qvvWwsyIbUA6vY8ddtxZZND0x0HdL934dzM3VFMtAQAyPT9EiYyZ8/HepD5ueMNtlFRUVF5WzDOz5dEpaLyxsg+zycB/P5NNvvlsYjzlZ8PzvxwoTaY15Ewp3/W1RhbaBqyPjBUFTgSSZ93XVrzrgutfRlNUVv7PQPVG3+eu/9VqygtjMhi78movWuhaWQWKAMyCWrsvYVzLGAMrqSEbRoRC5Ich18L5OAia1+phvE8ULQ4VcZ9GiSUMkACIpUVWgwyPtc+/PK8PQ+9sHBFdWnfjl99+Z/VoNLzUVC0MWXIAgD+8euM/X+9P7P80SOnfWabPKs1bm16NZDTbY3IoWvzmy5Nbff7Ic/O3QG3tTiYaLqypNF+d/tCU31D4WLOBX31jPYddls47xe5+wNWMYmxmJgMjBqz/EFT8DfaktjIoKlJk5TiadkhVqINCh9wdJXmGEP5ylqGAUjtAZvWiMRYljWSDRITZ/tNKrQp51gPEq0rANTtDmaN/3HEc8HUG7XQNLjzc+mNq6c8nZpK6eEc4Y/MmxEeGdCmO0qldt3dtp6fLj1SmqGLuRNJIXnfP5fveNhfZUyaMRuM2Z5Y+6x3fnq/Z9K+AgBuFdzeh2SfZxVI2EyNxKZKXgASWRZQaVPulO2+CuBHU89BYRA07VAH4ArB7fWdZzsVFRUVFRUVlf9IZJ9HBE3RznqDzXwAvgDSSUtAZqQeNOTlRVBQOA4yHFPmow+kkeaD2iNpQGZlKyh7TgaZmatB5psXZNz1gwyzC0EaUwOqiAEoUWAtyLzUKNtZQIbqXOW9eQDEBwcrd3YkLBUrzP1t843DglMTDd7ZN79kSDKWAUAsrhmqqy/pSSY1YUwMuWlgEh/N2oP5Ap0DAIyA81Gxa/iEpq5VE79otpFbjBnKuezjAMZKMBrOZxcAOGVt5j5jP5YHi7EnYYXZfgKDMSsShiBEroFZF4ZTWWsdqMLHIpjjY8U3t6TM1sWgZAEAQL42uPeu7KPLQcH3DFB5dVJ5vBBTKn44R3z1zTe9LqMyYcK+wYVsGTgHOHZAYBdA4jFrG/abBhET49igbNoGyq4tVO7TAeWeT+YVANfteuB3QyBNvXLK66PKOehBZnbq99WaKdsdVq77dNVJqd71YwB2CW7vt6fZRkVFReUdoZZ+q7wT3kq2Wtb84gMvPLzooWs7EpaPFeuC2xeZh+Y96i8ZPBJJn2dgyYYFpqECAFVnYna7TUgMWwSpOMlRd2vPovS9IXcOJqK0qS934511y48fC6e9+uDTS5Kcg0lcyPv7aOnam7uXZrbFLPs5P9vT5zBIvLWDvrCXg6KGq0GCIgFAvm7DsRLrLP/h5dUdelDfxDnKNktB0cyzvP+zg0ufONlwwmKXZzEGlOgCWRFZdP35z0vsX/jZpacTSaEDAK60dAll4bD39Kg5due2VdLxU8WFnAt6gMsfSvdKmZpwe2vMHB1K6gJ3DtQ4jsnp9bNKBkIfsLWP9fyx9ML+JwovWyv0GSJhkWUbQuUAsjlHeTQpJgGsKbKOrzDqJQMowu3C62lSznl80nPzh5M6cZptocXrMyo5x15QjxswBtP7PztwGgBGW8SigQ+Hlh991tQNAFqNXPecWORIWthyMGbTC8nWea5zTEoo1/EPss/zAcHt3QXgJpzbSkDChPBqAok8I15vUgIkCLuUf0dAonInqEQ8AyRiOYAfTneuKioqKioqKir/4RTjjU1KgEq/6wS39+cArgMlEKSMpHUg07EWpKWWYaLEOAoyFzcox0hN7m7DhKZ8CWRkDoCqXqwgk/IISJ8lQEHowyBt3QYq9V4Oat80H9TKqQOUTfkqgLYrHJ1lA0lDztNjRSu+5atZ9rnu5QtSJiUA6HXJ9IVzvZUAn688ZQMgcZFV9q+ANZqGVGshJ0aDB1jnYCC2cY6fazUcqUFEwUhI8g/4w/nMDqrWiYVzYBSTOOZoQnlGHSRdAh8yjyBTEwfXhiGCTD2rcj3WAVgmRzUpA1jAJJMSALoS5vmPjxTt+nbf/ODfRopPc44oyKTNxPS/seNTn+DAwPAczAAAMAYIrBIAIDJ9oIxdMLAA2UpK0QDIVFyPiVLs6Y6xHsCLqz5/kwjgGlCv0cnUgxIedivXdSWoimwqTlBLptSa20GttQ6CsmZTa/io7POUve7dKioqKu8Q1ahUeSe8lc/P2W0eXvRQx3fnPnHz6ah96dZgbk6uNrTv53kHyuxioggARCaz+aahFsbQqWHInGscaRA5HwaZVnUgcdQqydBu7ilx/HnEM69v2KZ5vrZi15mYrdHAkqdjXDTe1T9vxY/7Z5s4x06QQLJBiYxGZeHV+rC9HRNfvA4AtaLAM8vNY9EMR0iPKcaYzF/v4OkNXAQAiaP3+/1zB+qjrmr7ghH5eHN21tXfvNa2pzH/lW+fWODzBY2JotM9xrH7hnPAOROZXG+3hHfXSq6qTzvPhE5E09ntvYs1O+srAg/2zsq+d6B6eH8sQ/jR5zbXRqN6/Ph/Ni5+qHa5/YPbrth50z/XP7/4Lx/dseVQ+dn1DEcNHFTm0zvNtbeBzNYVyp89AMYvsPrMU7aTADxQbhj/MmiKeueZqG3XTwZmnfxc95KM/aGMI6nEa1lmPCMn3m+0SCEAuP/WfE9Lg2FHIKGdMRQ1nu15+cnK473nnSEO/Ej2eZjg9v4BVF7yEwDPA/gTSPAuwUSJ0/myIS8ERfFbQKJJDxJVY8pjDyjy/QnZ55lqmKqoqKioqKio/KfzVn+nCcDZnvJ/BA2s+ScoUH0GpAW1yraSsn0SpJPqQYHfClCmXlTZLg4q+00ZbzswYVzVgCqVmkFZeQtAGZy9IM2+GRPtm9pBmZSnQH0gQ7nacEG6GKudtH4tKLh8FlnWBACWGjyTSjQo4iI7OVLNVo2W46As4sW408qTK6oYDPrZ0GstyrY+mA0zIlVOPTiPK+sPS1pkMjJcuQykJUzYJwAbGOBS+sk/C+AZkLEaBADGkGpZtAKUWToJ1rElmL+qO2Fe/Wowb8M3+2oGxiRtHchgbpxyjxo4xwcAfBlkFB4B6XJu9+K4EOejAADOJZbkATHKfQDAtax6uBqvgsxEy6T9tYMC+tOxEMA1gtvbD9LUNwJ4TDk3PyigvxITCSDTlXcPALgadF32gO6zU3nPUeX6rAJ9Zr5xnnWoqKiovG3UHpUq74SjAD7+Jtu8rkfKzKJDB9ZFNs77sKO1mbGJRs4axmFkySCof0ruZ9LPpMqAOagPDQB0x2QxIyGyYR2TWn746VcuaIrZ9uwJZfEH8vZXPeYv2fVaMGdxY9wxiwOcTZQWSwAWPTJSVrvG5NOAIokaUHR0MYC6mY4ROT9zzA4SGEcA1HCO4PqXP1AmcbF3aWZP98KMvojEGZrGnGxlfseWv4WLlkW4JgcArDPHrZaKgHX0kPPQNx/cUF78lTPFnOPVyMZ0i/25UEDa2jbw6E8P5LuMEcctPUt6vj8wr5pznGIMl+q00msZrvFV/QnDkZ/l1i5hWRhZM6/12PajpaudRxFoEWzepMHGLCNG/WOts0uXLmjfIoHJR/wZIach+mqcC3Jn0rS5xjySBzL/ZECJ0E6wAsCgXUgk7EJ8aEzWpYMMwq89vOih0wBw17Frdn8tq76oM2HRNUQdJQAz/W64Eo+MlJ641tky+v7PDM655rOD9pZThr2fW1exHJzZbjt9UZq5HzsBdgkAiILU+FHPiTcyB4uUa9wquL1nANwBALLPo4cyvGgSMbyeRpAgBqhnUinoc7YQJKamDuJZhdeJSxUVFRUVFRWV/2jaQAFY+xtsM4xJk58BQOkH/g3Z54kD+M6U7QdB+vA0qG1QJWgozn5QFZENZDI6QNmaBpC51wvqhdgBGuQzAxQkLlb2O6Tspxuk250g7T6sHKMEVDETAoCPpLUYfjF0ds7OUZCGawW1OJIFQWYZrjE+OGzVAcLktkRWAP3hHJamDXJm6MMiDpiY0qYI1IszkzN2JJ6uyXSmBXpHRi0OQKi09KEDQDUH/PE0RPwzsci9BzKjrNKnQb8L9CCj92UAWs74eHDU8BrnjBss0aRWy/tBVVc2UDl7ZWphfUlTwZd6Fhdcbuvcu8nWHdMLciWox+ZdAP6gyfEmgfvaQeX4CwB0MCDLOIwsw34Eoi6+M2FB3NaBdRywDCzm/ZKBZTEyco9NPhao+qsI52ctgMcEtzcO4I/KH8g+z6cBXDFpuygmyvcnkxrOZAbp6iTImE7HhAZPMbVtlIqKiso7RjUq34PIPk82gM+BmlwnQf1k/ia4vW3/4q7+CuDboC+t6RgE8NB0L1xXtdkv+zyfAPAUlM+hWUjwFfb+JaASkkxMTApkmGjOXaFhPFzgGA3clV13AWMQepMmbhAkJjDgWmfrqlUWX/t9A7OHBIYFynuaAaw6EUnb+UJvCYuK5vjNM48WgkpbzijbzC/LGzqS4Qg5Jq/zF6dqjrcH05YDQFebLeeJtqqzr/2xaXZ82cLGA4KQGvTCi5gGWkflqOXazGbfTsHS0jtmjbqsYVfWB1m/a0nk4ohGOGgVk+ZNls7xFwOFOcdPFZTnZvtfqSjviQkC7wvK2jnHIs6X55lGNhn0VBVtCKHKmhc51W12aNNjYWM8ofN9tXvhKEQwYYxHHbaQtSVpc4kCQjXmkVkPD5fu3WTrCmdo4zaQCTuZDMaQcZm946pH/OX7H170UL/s8wiyz3MLgC+4teXDX+5ZZLk7u85Qrh/vu9s3RytBKAhzTaVVSJ55+vfp+47ssOafOWo6O8WwsdfpTEp62xdnHtr7q4aa/PnVrY7d4SzvVbrOTJyfLJCoPIvg9sZkn+dSTAxEAnB26mKKAQC/Uv6cJcFZRnvM8s9yQ2A+KNofBwntIKZE6VVUVFRUVFRU/rdQJiG/D8D7MaF3ngfwouD2Sm/03skIbm9C9nl+CeBbb7DZjwW3N3me134EMuEm9zEcwoQ5eRgTJtNCkMbKBJl9EZB+WgTKwku1DSoEBcN3TjlWByhwrFdebwOZXGuUY6aDAsevAMBc48gcHZO8cS4Kyvp0mDQhXKORUVneA6MhfXNnT6YPE9PNU+uvizohMxkD+hFkiwn0KGtczIHQaAVCGbOGR4oLB6zhiIYfOV7WHkljWWE3RjQhQNYhjQswKGtlmDBvOcgUjAAIISHG+n9bLMOYyC69pXkhAKuNxY9+IbMh3hqzah8bLQkCbFKmI8Pz44XLd4WyHv9Z7qE5ABoEtze54ur7qoD77uVk9s5jZNrOgzIwkgFW4zD02gDM/iocSZjgkgysCABkDTQgs/AlkGmdBCUlvBHnaxnwO+U+3a48bse5BigA3I+JPv9nbwmoiomBKs9iyjUaB/VRVVFRUXlXUUu/32PIPs8K0Bfxt0B9TDYBuBtAk+zzfP1f2Zfg9voBXAmKfk7FB+BSwe0dfoP3Pw8q5XgZQHyRaShpFCQz6Mv1EM41QOeBvhCzklzo+tWcbXMNgmwEgJ64SSeCny00zteFi/4n9+AcUBQXACJhWWz8qW9mxmhXmu7zM45uAAmdBgBn+6qsmd9e47RFOpSH88+Mpj3zy4aa5edbv1Yj1QsCVq23dr/2kbSWA1/MaDhxe+aJhrX5Xe3LlrfKIa65qLEpP+fraScz7vnIycXMAH4y4kgAiF/j7LzQ2q+pNxqSvgxXwGEW4xYAhRIE0y+GZmzaFsh+ef7C9mBlTc9zhuXDT2ReMSD980N/x3P3PFLz1A8eneMxjgpl2lFNidWvzzeG5QORzAVX2jsq/End4cORjJnpmvgqkNg8CBKik8vX/7qufNeziknJQCXXPwdQdoOzyZomxk59uWfR7Kgs9vws56DdLsSP3OQ6Uz/b6J+VmZNwH9lhmxUc09hSO7Pt6283jkZCa4JnXCUtnSc1w7EOTUAaUa7v+Ria7knB7W0CiecvAvgHyGhMKvfyz6ByoyOgyL4fFLmve8Jf3FCkD6wBmZMHQYIqG1RCXvIG61BRUVFRUVFReVeQfR4tSL/8A8CHQEbdjQCeA3BY9nkK/8Vd3gXgyfO89iCA+873RsHtjYAy6+4CTayWQJl8x0ClxJN7C2pAvw8AChInQSYlQAbmZB0pgAzOVJn4IVBgvBOkzUwg03EmyPhLJQWIIKMOjAFX2DtbQIHl1w2YSeEfs5RqNMn2suLe2nTX2GaQqbYNQH4snVWMVrKCkdmIALgcwAhnCAwshD/iZiVDI9aypMTs9Q3FLkCwSlYGWcec8TQ2I2lm4+DYPF6EfZyyKY8ph3SDtKYegDZmlLTRypgx9yNdDgD1AMfnMk5byvSB5Hpb77Lvu+sOzjUO72Tg/ZOWHRyVDN8T3N56xaRcCOoTejkDFoSz8Bqn82gHldzvA2nX+WIcC6JOmJIWMikBIGlCVlIPX9wKXTgTUUmHCKhSaCcmMh+ncj6dzQW39w7Q769fgyqRRkEl3ocBfARkYjaDEk5Sen4LqArNAWoV0ALKmi0CsFQZ/KSioqLyrqFO/X4PIfs8dtAX2xtlun1CcHv//C/uNwPAJ0Ff7EnQl+2fBLd39F/YhwgylW4GCbs+vD5auA/UCPxZkEEKAPhR/+zTJfrA0DWO9smT7R4D8CUAH+ccX/tq74LxrfWV48+tejYjzxx0g76YXaBylgZMlEn/HlSCsr3siU9fAPoSnxaNJnlsSY137p3uo8152jAaovaOOUb/mu/65rV3JiwBgBsNgzrvL+dtsz3dXsFrsnvkUmNwAUjg1XKO5b8drth2OJzu+VnOwbSv+xYIIVmbukcePUuevtVxSvjSiZVHv1h+2LIhvd/MGNz+gH7seHOO/oJ5bfMCkvjq/QOz7b0Jo+4+9xHNnQNz0z+S1npmkXloNefYwxhWKNdtCCQWGYAPCG5vTLnuHwbwt8nnxTm8j4+W+F4J5Cy/0t65/2Jrl6AT+DIAGOrTDl5bMyPjfNeEM/jiOcbm73yjUbrgytEljKEOrx+6dArAbMHtfVv/+cg+z/sxIdo7QUJvHkg0SaDP4WTuFdzef8mEV1FRUVFRUVH5V5F9njsBfO8NNjkJoEYpyX2r+2SgxIIrMTFM8DHB7d33L67NDOCjAC4AGUxTq25aQNl2IyATMkd5/iCoz+TkHu4RkN4qBhlbDGR2JjGRpTkM0mnxSccaAxmnzQC2fKJzpQ9kfk3LiYaChlhcO7ZgbsvSlrasV3v7XbNAGarLQeaZSxPkg9Y2GCOZCMXTYJF1bLXymgAyBAcBhEEaMbW2I8r6DzmP8k7DOCSA6wEmcGDZeAFqbV1YB60cSP9E5z67PVJiEeLt800j4g2upkUgc3UQNJhzvC1m3nNX/7yEkl35p4cXPfQ3AFhx9X1akAFcmjqnpBEHhmcjP+MwQoJ8toRcr6wVAzXYm7Sw8yZKWDr4y7Z2lCnXrRdkOE/tP3/5nqdu++f59vFmyD5Pk7LfBMiITlMebwaZ35OPJwPQv0Fmr4qKisq/jJpR+d7iKkw/HXoy31EE0VtGcHsHBbf3HsHtfb/g9n5IcHt/9q+YlMo+JMHtbRTc3ptBIuwenJuRNwCKTs8D8EEAP4UyEKcjbskTzq3ufRTAJwW3d0Bwe398/+CsK4/35By/Ort5VDEpAYqYVoHE3qDy5xsAPiu4vb8W3N7GDNdYHODTRiQBIJnUzD1xunCbL2Fs/PlAVctP+2eZ7ziyamtH3FIEIArO8OD8bWtFhuXPtZellxqDazhHEyhqu4YxtH3U2ey4J+fwsEVMGkdeyTo18LL7UKjN1AgAMa6p2hFzt9xacdi41tWf1ZswjPbFjAN3PLgp/c4/XDRz59Hira/4CmO1vXmR4LhxeFtvYaxAGzr++JY5wx/+2dWbY7KYDurFOQKKYq/jHOt+31i9ftJp3DT1vM6MOZs/6Git/kL66ZPPjRXM+H7/XAAA58CPbi44PXX7FLa05HFxrfWo4S5H8N6bC+d8bkO513vcEOAcdZM2iwP4zNs1KRUm99IpAFKl9wiA+hPFMTEFvAHA+xRxrqKioqKioqLyv4Ls82hAGvWNmAUaUvKWUbLgXhTc3k8Jbu+Vgtv7hX/VpFT2ExLc3t8Ibu+HlDU8CjIcATKbmgBcBjIfP4iJgTBRnJtR2QvgEsHtPS24vS8p7zkBMrMml5m3gipj5ih/bwGwVHB7fyq4vc+XPfFpFo+Lp95ozbOqOp0ZrrFBzrFD5oKIiV7mDaBekqNJC7vYP5uxaBbLlnVsBWhS+RJQP0s7qPpmBch0OwAaDJQaIFMQS4MgLh4z2t/Xp41ZgbgNJ0PF7OL+xTjMGZqtpoiBMQx8PqMxcYOrKTaY0O9ui5l3NUctRwH4W2KWvT/onysALFdZ01XX196Y+o29BpNMSgAQIygD0N2/DPlJI9qU66MDgLgFrUnzRAn8OXDeJ0b5ATONz+wAaftB0FTzyZmVTwN44Y2u61sgpbW1oCSRKtDnQwsyKTtBvzH2g7Jor3uHx1NRUVE5B7VH5XuLD4PMnJOgsoy5eL1ZXQT68p5uivT/FwS3l8s+z1YAs0HCRgsqR9gruL3HlM2+Ivs8d0VlcU6Ea8otQkIA8AiA3YLbe46Zdkf107se3fvDY3dc8c+7QOdsBYkGLyjz8mUAhwS3VwaA62tvnAXgg5XluNRT2pPmH7HsWSaOBLKMoTSrNiEeHc6MPNFaNaPAMt78+cpD/l0ht+MCa1/i2RMzw3FzML5c1/bM5t4SV7fPGf+ZcSR6S0aD9iNlp7r7I6bee04t0uXkD+HWjFPhV4M53RusPR6zRrJvPVKyo/tI1kbbHH+tNK6xxQd1+3QZ8WUno07TwWRm2tPtM/rurdhnvPXBi7Paul26b35s+/E5s7utTzTP0HtbsousxmjL5ZduE/7SUxGdveyM6Zm08viugezG9dndWtA9XtU6bj9yZ90K/uOFO78o+zwnQSLjHPEEACf8GebP71sfemH9k6YfZh+OPOIvC8WjLP65DZ7DXU2GVVO3BwCNVm5/8tSp2V8+sDa5tTfbeLDjFYtBI89W7mESZBoaAXxRcHsPvM2PRoruaZ6TlfOMK3/Pn/L6DQB++Q6Pq6KioqKioqJyPlaAKnROgMybSkxfxbQMpD//nfSCDC0LSAv2gHogbhPc3jCAPbLPMwNUvl2o/NGCzMdXBbc3VfYNwe0NAviC7PNsAHAvSGsD1L8wBKpwelwZ8oMVV99nBPAhSxEWH0TFcoM+3lNc6DviSgs6GTs7nVwLwM4YmgrzhxgAY3bWcP/YuMmV5gj4en3po8p2haA+jyEovTNnVHRIXT0Z/YGgSQMyJi8HmWoLlP2eBGV2ZgPIChUxZwh2jmGHBXN5Pyhbc6usZ4W+JWJj/9Eqt9kU1vTWtI9nusKyX9LJcVkQnhgt1lzl6Nzzy6EqDYeQCWpZtQvUwuorAH4CKu0+BwboMmuxeLQCOwcWYJXDi53GfmRHM3DUX4VSMGab+h4AsLWg2dIDO8iEPQwqvb5IeTmV3PEMgLv2PHXbOy2Z7MbrfyMEQfp6K4ALQckCKW6XfZ4nlM+OioqKyjtGLf1+DyH7PD2YKOMAqCSjERSFs4BMSieAHMHt7fv/vkAF2eeZA+BVUGblVL4muL0/egf71oJETWi6c7y+9sZvg0p2GChqWw0AK0y+7YsFf2AkbjCW2/xpgxFD72zn8Pq9ocwtMzR+/LW5gh+OpOOGktN8IGTX//nMbMlVOpQrMB61+rTiA0u3Ln6xs7TugcGqQFbG2GotpO0JiGvuyKzfVWUYW3XPX1cfevlAxULHkqG9XGICTwpCxjpfTUYPf2VjSVvsi/vWu5z7mAZRsfKDN+/d0mfT14S5xn5/7qGsI2Fn7fNjhbHvuo+6vnd0WVNdfa7uY2uOxE4fzuHfvnqPIHOkffPwqmhv2Gr4w8qXoRVkkcsYYMLZUpEwJpXZP3SmesdfmmaZMi3j3RsqziRc+rD8zGdclv497LLzXddlG8d2fueP7WVrXvyw/yeLtmsWZPimNuYGgPQ36ln6VpF9Hiuo3NupPHUAJKYyQObrZOHkBYlXD4Aywe31vdPjq6ioqKioqKhMRfZ5bsa5QVGOCdNSCzItSwA8ILi9t/z/XyEh+zwCaNjlx6d5+TSAiwS3920nLCgtodIAdKRaDaVYcfV9HpAhWsoB+JahnmtZNYBemzXUkZUx5reYIza9LsG1WtkNCna3gLI6jZKEcH1DgTUYsoggra5V/k4DMFsQ5PplCxurAAzvOTjDjYlBPidBWnccVHUzG1RyrdOIiRZ35qjc3ZcuA+wSAC8qx70YVPa8FMD2wpyBWGHBQIJD0OiYJFcbhqXDkUwZFIhnIB0qAwDnEFoeKd3OenU3g0rnl2KiF2e3cj4dkXQMMBmiJghpYAkuOZ9JCWAcMuf2Jhww+86alVO5f89Tt9325nfozZF9nu8BuFN5OAAyqFPHPDDp3zHl8XwAvxTc3m++G8dXUVFRUTMq31sEpjx2gaKGk6kHDcL5t6AYiU9iepMSAO6VfZ7Dgtu79e3sX3B7E6C+OK/j+tobPwnqm5OiemSf62VTcci6x+2e6bZEj9/1j3XRMBN60+cMpiVjuiOzy7otN6Q3hkrGEpJPjOJ41CVsbqvgdy3YgV8HqhINZ/INIpPHA0nNFo99WPNJw0nt8wMlmxuG3HJ5ie/Q30eLsr+Tdbx+cNRkBICxI04zT7A5AGPfWL3/xVlzBl3PHKzoy66VTI6CiO9Pn37aeGP9BTDqY0mIyBqXtNtrTCMGISwGZSDy8fITiTg474+bYpttuU7bqXnxP3vnpH226ujYPQt3yQB4b7tGyMiRZmp13A6K+nJQBNgEIHyDp97zoZIG/0dOro13JMzY7s9hnRdlxw0nm/cKo4lpeuZw6eYfds8EkP7jRdu9CzJ8a6a5vN2YfujSv4zg9gZkn+dzoPL/Hpwr1saUv30gYbsMJB47APxd9nnuENzeg+/GOlRUVFRUVFRUJjFVZzMoAe9JRECDVf6d3IjpTUqASnwfBrDu7e5ccHtTLZXOYcXV99lBVUwlAF2czEPQBgv4rnA2MsfHTcJ4wBwFIItCQpo7u10wGhIxxiCDfrOMiiLSDfrkeDAEBirlzgMlW7QBPFiQMxBgDEOcw56dNXS6r981G2B7QPrQAyqXZsr+GgDIkiToNZrkKMDKABwHGY9DIGMxCqBOJyfGc+zjxrmGETzVUBmWgqImMlMURkYtQrozaGAMRpC5KQCwdHRntIaYbpGFBhOtBvXGt4KC56OgnqNHjdRgKglA1A/glVgWNoH0+FSOQWCrxsr5WsMwTouJaS/9sbdyf94iPwb1RB0HfYYna+3U+vaB2gSk+n4ukX2eHwL4jvJ7S0VFReVtoxqV7y1ewjQlCFM4+g77B75TLgQN1XkjvgAqO3jXuL72RhOoROMcDLmRvN6/Fca5jjf8ZYYzvP9zf7zi2HDGS506o/BEf2nGxWJfxwz9eAkv13k/bO03P+4vtd42d+/os8FCSZKZJj93MHRzwUnBqkluEHShV8vto6v+2Thjp8sZcAGYtd7SW8sYEj/9wsvLHzpd9cQuY7puLXztucmItKysO3cwoev/6AX1xohb7nwmUGxqi9hee7B6x4KvtC85CqNQfjJijyW4GOocccV/eWCmtNbtwxpdr/TLo9Umk0bSRpM6/V9Xv9A1yznkkiQIT/82I6rR8sRVnxrygEzpLJBg46CSGDCGxt91zjjhNEZgEeO8vS1DyIgk5dBv3V3C3b6XpBOJdQxnS3NgssqNLndyJgAszPDZlf3KIHGWijL/9F3+XD0FylooBhnP4yChFwdNg1yGCRO+XVnHKgDbZZ9npeD2HnkX16KioqKioqKi8ipIi7zR7ys9qEfiv5PPvcnrF8k+T9XUVkrvAl+CYlKmEBOosregz96CGBcwOFLJ3bF0FNrrNK11sTJb5czOjnRnyA7KSnVIEkQmcKvREBmORI3poID1CgDpjPFIft7ILAAyY/CWFQ+sycseOXzomCdL2eYwKDPQDOB5ADqBydp8NhoY7bSbRDHRLMU0GmiQhQSGoWMtAIyQ+aD9mMDi1XLkkT1zk6zWIgRymDQQdSQZsCHNfuaoRoMwSBsbk5Jg7OpJX2y0omPSqS4EZR/aQJ+RF5S/AYAltRBj6UiCpsMvnnqdQL02AQZt0oBhMYFjAETOYE4aoWEyhjVRPPUO789ZBLc3JPs8fwfwNZCx2omJfqaDII2/bNJbdoGG7KwFmccfe7fWoqKi8t5EHabz3uIe0Bf6+YiCesv8O5kaeZ6O6ZtMvzOWYJqpg6bC8OySr5yx51zVlTOewfRn/I5nr915WVVamMc/m9bY6HSEtdc1rO34QVuNWY+kwyVERh8ermT+uF6S4mIgJxz3rzT7zEe92dsuveNjF249XvzK+wrPhC/JbhuaafC/uswyuAhkEoJlxAVNBJE9sczos4n89LaYud8XN6VvH8iLFLhG5ZUFHWIv0/M0nTT+qezTghbJw4GAPjI6oIv2tMuJ8ugIe2jbAv7V5zeIozvdK6PbnXlfmnk4d5ZzaP3osOj/8hVl9j/cnb3yso8PFSunNznyPwsUmQaAyi+W1K/ZlNHOt3UXYXZoXBOYk5R15gQf+nLZ+JVbwps/e1fPgfLq8B6AR0tmRFLl3HtAwqoa1J/ICCrPzgewSvZ5Ln8X71cuKOs2HTSFcD6ARSAhagQJKGBCkGYpj40AHngX16GioqKioqKiAqVc+u432ez3gts7Xa/t/y8oZd+z38Km/xtae9N5njcCKGcyHNYu9GUcwinDGNwZRzBuMUZdoAw+cTygT+475AkV5g6ywvwBs0ZMBrTahBXgvYIgn54zs10ClXMfA2VQ7m3w5jsxkQGYBLW7GgVpXmt5aTeMJWEmjrCQ/aDGlr0PLP0outOPIAMRfhSABIGxwTlCsvHF8qRuqzWpDTN9woUiWRavycsZ3q3RYDVId8oA5nf3uroBlp6wnDPAVA/K1gTIyL4U9LuDc0DwV0KGmJplmjg4w9NRn5k+ulMQZK/yZJkY5t1ZB3BEH8AakM6eHSxA7+BCViBcEIrueuB335d9njcbmvqvMAuUBZqv/Huh8qcclJ2aYjcmBlsCwEdln2e66ioVFRWVt4xqVL6HUEoxVoIyzqYyDOAKwe1tnOa1/5+8lay7qaU17wbW877CediSFzL8/KJtRSZL3LJt0+PxL+6/UPzE9ssvv699XiQ9LVTxlwVbxH1hd7A9acu5ztUUuiPnuD5DjAz/cN4eZ0TW9N3zyGqzZf7Ynr/a8i5ck9ORc1PGmQsu1/fgybaKnZ0Bi9+f1D6XpYloh/enZSb1QmaJc3SsYSxd+4sji3xzXf2mvz8zL61KNxqwR7nQOJbWk6VPZPX8Xe/72T8qxYNjOcYb17ZZhwtt4rqNp2Dx8eVxKzuRMFEJf0/IUnfZtvdXnj5qTssrjXVptGcn+SUnnaUL1IcHACAwZF3t7Looe1gSRnXapNackKWkhpU6h4WbZjVvuvKTQ0t+tblpxb1PtG759Hd7GWhYzgpMmL1RUOTYCoqyvg/Ac7LP87b7i05h/E1eOwIq6Qnj9W0EFss+T8Hr3qWioqKioqKi8s64C8BtmF6nPArgi/9/lzMt8ptv8v9Vay8FcAaApAvgKm0EFkmD5oGFWHjKW5gN6kPuOtlYEAM0Kxqb80KDw/aoO3PYYDWHxwHWbzFHuNUSTYBMSQNoyEx1miPUkeYYrxdF6Z+A3ANIGpDmzQUQ9bbkRxub8zHsNGi4HjEGcF0AGk0CVkMIDpCpGYEEl60dZQJg8ldBA0CvHee7NRHOQIOJUr9fhMFhmwYAkkbk8XOvtRHn/s65GIAplA5NwsmU7TjKS3zFLmeouqKsd/Wi+V5WUti3280DuzIPIV2Moyb15oQZewOFWCEyue+5dU9Vggb4HJF9nqnZmG+XsfM8bwH13TwO4DXQb8upfOBdWoOKisp7FNWofI8huL1tgtt7IagE/BZQ5Pd6AKWC2/vKv3VxxN63sM2e/4Xjnpz6RJYm3H2hpmez2S80XKLtrvUYxiv3DOZJq1+6Fl9fsiv80MoXt/ysbI/zKmvHKZso5Wyw9hTfYG4eNMVgvuU3mwzBLpvxZ40LRj6zbU1GPCH2O5YM5vEIP/O9TxUOJ2X28qd3b7B//dDq+X9uqgz99n+y9W39Funzq45LS0f8Y1/OOm3b15UfW5fXYf/Yc5cGw2UJ89+aK7WxhFZfYffbzkRt0Vs/1mLji83OZcU98Y6Y2bD9cKFsEeO6QE3y2NB8tnKohq2469iyzpGYIX5BSU8/E1lw5SVjnZNOUQDQBiXqDKAGwP6zLzIYbqk8qh9zM9loiGJwyIq7Z++v1jAugiLR++atCDo8cyIrQU3MJ3MUFG2tw7lR1jtkn+eqd3qzBLfXj+k/K6dBfZVqQJM3+8+zi6zzPK+ioqKioqKi8rYQ3F4uuL33gyZKXwUa0Pg1AAsEt/e6qcNl/g3rkzFJ652HBCYFr99FpmptCdTn8AnQcM8ckMGbCwbBPR7ZOmdWW0SSsKt/0BqXJM1yANuDIZM2EtUZNRpZHhm15wiCnF6YNxAF9Sa3gUqUXwawt7hgoGZWZbd50bymyKJ5XiE/d1gLCqYHACQ5ZwyARhOEaPQjHUA8qYdreA76ouksDwDAuTuzDhKjVkIJaztiWQdRnHEUKyNPZ2ySk2gBBf9jABCN6qhySWAaWYdDHBjipIuLQbr4rInNgYxw7kQJuM0S0rkzA0sAIJEQjx8+VurKzfavLFvSdbFokFLZlZBFnBychwVgSP5h5cvDLkM0pcMLATwm+zyp9Mx3wgvneb4XVJ4+B2S+hqbZRtXZKioq7wi1R+V7FMHt9YImIv+nsR/AFgAbzvN6CMDP3u2DPrzooZbra298EcAlDBwfdzbtLBPGS3/VPG8UWon/rmtmcr5jcHPXmF1aOK8pc6uUJf4i92Df50+uHguLKLjA1jfUFLfjN0MzCjRJucu2wl+s86H58yvqTM+NVnZsXqA3aX8/eso5HuY//lPL5c3drldeufjvxX/onLF5x8l0ObYng3/1uh6DL26MlZUPacKyMPaDmj0bL33h6ld7m52WgvLWPrkrTfOMKzdjbrKf1wedbRqNnLY+s3XwF7ULtZn5fkuh1MaPCGlLKpZ3jB4+VhYDmH7HQH7B2ormnuXlbXHf1zM7M7KSUeWUIyBBWAxqGF4DKktZCsqO1AIon18ycOWf3K8cjMpilr5MlrMNsV7lHhlBvWl2KvurBpV+rFSeWw0yCQtBPSonczOAZ96F2/ZV5VjipOc4JgIwuwCsmbSuydu0vwvHV1FRUVFRUVF5HYLbGwbwrPLnP43vgnq9n8/M+pXg9r4rAxCn8AsA1yj/bgP1FfeDsg4FUMm2A4BFTGCDTRN5SYqLbZ196Sa9PhEHWCeA5YC8KxIxXGIwDL0KSMNmY0R22COyJEFmDEcEASZQ6foZUFB7WKOR7RoNpDR7UO7qyTADTAaVMPcBCHCGmAw+qHPENcN5+ljCAhFUmeMUIxiIOZDQ9GM5gEZdEGuU/S4HGDpPuwO6zJglHNaZs7NG92GijdWe/qVsBQCYu/lpewtcoGzOTlArrnEGLHcdB+ImvoslUWLL5QNhs3mXlCZLx88UrtSI8jgAMAbkfqTd3vXHkhhnrH9gEXIgMv0HSxp2rXR3T04IAKgV0kK886FNL4Gq8NZOeu4gyKQESEtXgQZWZuDcCqbWd3hsFRWV9zhqRqXKfxTKwJUPAZguu3MIwOWC29v2v3T4G0wseeDHOYdq5+pG5j3QMndfTC+hK2Lhnyk84S40hjc6ssYtxabx0z/NOZSp4Xz2LMOonOsIxg1MXnUk7IrmmcY77k6vM4cOO09/d8X+tBcPlg8VVQ3ri6v745+6adCQ8U19/NfPLtr1yR+9b/3n77/cb7OENDevOG2KfaFQp7fFLE+OlOkLWdjWmzAbA2FdQrNNY3P89XhheYdkuHHNMd16a19HzTMfT7clE7EPpzX7Sw/5Re3fB4Xg08nOyB/Cs6UBedhoSOTmZQ/XAoAlI9jziL9s1d9HS1YmL7Gs/seCyg2/Hqqoi8tsFyamcKfjXDFjAZmQGQDgNsXLiiyRomxjrARkZCZAfSGBc4Md80CN5FeDRGc/gOl65cx4V+4WiaV7QdHpUVCm7YxJr60C/R+3EmRWSspr/1TaIKioqKioqKiovKcQ3N7toGEn02XC/QWUAfqus+ep2/YAuBWk0TJBhl0QFEBmoL6NS0DZqEfG65yberfmCHk5w9bRUUs+wI2iKB3zlPbmLV3QeMBuDRtczoCQlzscGxiyak5781yxGBvq6nH6QJpvKSjT0QoKsOvttqitpLBXC3ABE6XosiYKi2hNRnKv7ShwneR211FICPCY0cejmYdhMfdDA6AJE7q3GkCPLCLYFUxb3NKWvaqv37W8rr50GcCioIzOBOi3C0K5KOcTZd8FIH26GKBouzEMwRBHXrzNMr/n6YK0Y6eKOOeCRqtNns2+1GXECy3zR/cO1kCWdcyZYwocurtm91STMsU71trKb7LbAGwHZatGQINyAMoejYN60c8AXe9U+zAZNDleRUVF5W3DOP93DnhWUZkepWRhGcj0SgN9+f1DcHvP1y/lXSHaW5kjy2zvvWdqasc1TOoKW9ma7A7759xNFwNAXBaO6wR5jrL5AQDFsoyRzoS5s1AXWjAybjhx3V0frBhcJjd+ubR27LWuQsN31+zX27RRTZPPOfbtrqWGZf3DPDxgytp3srDa/f7OnY7S8dJf5+8ziAzp2/zZBx8JlDIOzBv4Y9He+KguNzw65h1a6ZIEGbb91/3Z9sfBio5CwY/35Xbrth5MF383WB01lsezRm4PR13/Y1rJtEzjG7QdbGrJlVcsPl3KGDKnnudv8/e06hgvAWXVjoEyKMtA0dEevD6j9SioxOMIKEq7B9ST8pDyGMp+ToIESgLnRmAn0yi4vVX/+t2ZQPZ5SkFZCrMmPV0LoFJZhx1U/jOZOtB5blQa3quoqKioqKiovCeRfZ50AFeA2kEFAGwW3N7/jZLvc1hx9X33gILJnSDzTqM8TpULHwcwh+mkhuJbvB4I2Nvclh0SBYkVFw6sSSSF7TqtrJVlFvEN2DU2a8RkMceSnCMKgAWC+pjNGksH6dRukCF5BMCFABKhsPbVuvryTaKY3CZJ4jzG5BbdgNCdNMOpH8KIow0ZHPBzAXomo5TRemyg3pdRZT9BALtHPRDD2Wz9NKe5D/Q7JgoyZmc563mvfhR2SY8eMYoFjDRpiqMA5klaHO1fjBkQWT+AgjR78OSsqs6zWleW2a6O7gxhZMiq33nxY540fcx+nst8leD2Pvsv3ZhJKL/DvgPg25hIbBoBmbWLMfE7YDJhAKcAPCa4ve969ZuKisp7C9WoVFGZwuc3f7LEZIje3h602Wfm9Fu/lX3iUmGiOOY4yLBLlRMfGE1oyr/kXf7q7fnHdRWW0azBiFH6c7A8dn2a19ESt8E1Kg0KjqThkZFSORfR0GcLGly7jxdK3/zdhtXQSG1zv3Sy5adFtWuU3o9bB5P6qq/31vSKUUH8gKGj77MHN15sHuR74qJgucrQPDQ0mydO/SMtetFFXfKhtHRLhiuYV6AN9n/a1ej56eCsrgZfls7bkjMfgLBsYaNXFLmHcyQZg0bPpMYFpqH+69KaI1xmBYxBzzmTQkmNN90QvVQ5xxCAQQBFky7LVpDYuhhUzuEFYBxJ6iJJLrh0QlJwiEkbSOwCVB6+9DyX+CeC23vH270/ss+TAzIlc6e8dFx57gSo5HsqowBqBLdXLUdRUVFRUVFRUfk3sOLq+xiAzwFYDjLr5oDKsFOcAnhewU0tQW1aIgCgYmDI/ExPX0aypKjfXn+q4KLF85u26nSyA1S9UwCl/Ng/Zuw+ebpgyfJFZ+KCADcAs2/A/opOm3Q500I1APo4x0Bff1pvdpb/okhUu9nbklsRCJrKDIN8s+M0xJgFId1ooiTqYs3mUY0ONKAnAcoe1ICG+3QDmBXMxYHxMrYEAMB5EoxFANTrdbFhDiE9HtdmgczYADjPBmNuANCN8V3px87p4S5zhu2+JSjiOpYJ4JTFHB7WaGReWuRLEwVZp9FI46LIL6TNeeQ77mO9Rbpg6TSXOAggX3B7R9/uPZJ9nrsBfHOal06CDMtlmL6F3DvS+CoqKiop1NJvFZUpPLDxD637+/PvLMseCnw9++R64dwOPgKo581iUPRzSVfQ6ltgGNL+o6ss9sJIXheLM3w0zWv9pm9h4LePLhn9/I+uXPPskYrR8YhROMWspUkOzb6TBSG9I7a/8FOtUkIj5IZkzVZQH5gLMzSx9lxtJPDl/ONDj0eL8j9VdezVlz7+mO0b83Z3XLrwTCw9ltDESy2a3lyDYXDIGh4YtJyZYfCHXwnkdraP2qLNrdkGgAkAQ119qTk4btjZ9KfyPa0/9fT/Kmd/8Sdd3tUGQV5xeCh7aNZTnyx932tXDTJAN+kczQB8IDPyKChzVAPgEpABmS1zWAGkHYmkO7/at3Dx06NFY5gwKQEyKacbetQBKtd+J9yD15uUAJUNpYOE79RG8U0ALlBNShUVFRUVFRWVfx97nrqN73nqtgcAvAjqZV5+7hZcytjgO6NNS+SAqnRYR3eGHAyZeP2p/NFc98jTOp28HFRBkwRg4RzlsbjY57BFatKdwVNtHZlnANQPj1heamrNuTAUNgRB7YkYY9DmuP0GxrDFaEi49PpEi2GAb7O2oEy2JUP+uajsX6VtH6/S6GXKovQrCwuBDMvtUCp6zD1YYuzjO20t/MXs3Wi0NfODAJabTXH7onlNs7SapBOAFeAJsInBk3EbVsYtOAIy/g4BeJFxLHAfQAGL8yOAvHDurPaaQNBYcuR4Wf6RY2W5OiZPqhRixh/65rCYLETxer76Dk3KGQC+Mc1LR5TzXgWgHmSInn0baEDr/0rbABUVlfceakalisp5kH0eMyia+DGQMdYP6rmyGtSPsQ9AYXvI/GLtaGasyDxq/sPjS4RemO35l/QkTSwpfTnzZKFNSmqM+mTr53uWxj/kaNVcYPEt3jaY+0IjrIWHoxnm77mP9GfymOvxrbMHr7/42FLGcBCALSRrtF/uWTRkZXHTfXmHC17w5+xvCdjCfzlVU5zRKYXv/tCr/NtNS6SePlfS6QjEZVnQSbLgGA+YxiNRwyVTz+e+udu2XulpMgDIb+tznH6ssSKodceNt1cdtYDKbYpAA3UAGkQzOdJ7AtTfp9uf1PI7+2rmzDaONHn04/44F/Trbb2LQAbnZMIABjCRmbkLwPWC29v+Nu8HAw3/OYzXTxlPZbpO5k+ge1YH4Pm3OmlT9nmcoKh51797OqeKioqKioqKyn8rK66+bw2oxHiZ8tR+62z/3sxNvq9DqV5KJtlQfUPBTpMxonU5AxqXMzJXYOjFxADF4WRSyN5/uHIYnBeCsUy9Pra7Zk4LExjW9fQ5X87LGXGA+iq6QOajDxRU3wfAIyUw2t+f1u5wjPtPnCzRxaEtBTAkRHlWeh26NAnYQMaoHlQGngmgZPK5cIaRvhVgENhIunPspKe0V+wfsAVbO7NnzarsFFra3cPhiIGGO3IezdqPsJiAU3n7EQAzknrsHliElfct2XZoXk5f3tf3remIJLTxh1e/uOxBf8XRMzHHOT0py/Vju76RVZ96bhzA1wS399dv934ov32+gemNypM4t+VSA8hsHgDwrOD2Nr/FY2hABnVAcHsH3u5aVVRU/rtRjUoVlbeA7POIgtsrKf92gJpLfxRAL6jxd4rGbcM5LY+Gik293S7xwdnbQ0WWgPmvIyXBMzF7fFzWmziHR+ow9wxZ2JjFGduUx0J1R34+s+yP33im0e0MDoIyF8MAmraOu31F+hCciLtv2L0+9uuVmzu//+RazdC4Obfm4pbefaPZ7FRzrlEUeMSZFrKXFPlKNKLkG/FmBhv86asApkzE5vyr1Qe2faqy3gRqAN54ZNQu/uLMgtN/XLh1gSjQJGzOMRuA4+Xx3H2rLP0ZFjFZDQBBSdz2s8FZ2XEu6AN9wokWluXqH7Jb/rJo81il3V8BaqgdwblZlQDwPKhP+GkAD/wrJqViTC4BTSRPArgJZBDvB02FzALOCrw6APOn7OLXgtv7uX/heHNBEylTE8IjAP4IEn3B871PRUVFRUVFRUXl7bPi6vsEANjz1G0yAFxfe+NlAH4AattTBaqYSbEdpAvTAYwmkkLY15+G9o7MhPMERAboYlYw3fyx5IyK3nWMgYGC5Q5QBVEE1F99P6itEUBB9eFYHG3NrZnakVHXaoDt1Q/wuOs0jKABP2PKMbUgXTsHk9okycCYbxUGwVgAgABIM3OzB/+R4RzLt1qlZFISKo+dKG6KRPUrWJJvc56AVjeOWQxIE62JQxkb+oY1GfFqs5g89fuqXZWgvvEiyMTd+cJYHn9qrGjlhLYHGPjQA3n79xkFKQrgHwCeTv1eeSsofUo3KudVAuCTyrU9ARqck62c7zEAc6fZheOtzg+QfR4dqOflF0C95KHs91bB7d3xVtesoqLy3kA1KlVU3iayz7Mf55qUEQANAUkjf62nRm5vzB3+Yc1uE2MQdksua5yL4w1RR0GCCyN7DlbVeDIGt+eV9usSEHWzAmOjX5lZnwSQ2xMyd+eYQisYwymQGVfyk/oFrx0QnTlrMzra1ksD0i+2L5Qr5gzqXxwsiPaHLcaK3F5DtNk6CnDt+8ub4tdWN141FDXueL6jTP8nbzV7dM3zBXnmgAAgKTDkgUqhR+/rmtlcphtzXJnVbfInteaD4YzRNCHOfjNSdSEAGFkykC5G2+/KOTr7waHKbbWj6cz/lZBQ+mMx3plMsz4241WnlqEDJGouBmUwHlPWLQKYPen6JAF8U3B7f/wWrq0bwOOg7FWAmnPPnLTJXlCJdxgUQW7FRDQ+xd9AEfMGAE8Kbu84zoPs86wGTWg0TvPyS6CIfTqoHP53gtu7883OQUVFRUVFRUVF5e1xfe2NV4AGJ05mNyiT0pRIsO5wxKDt6XNZhv02G4B52Tv5XgaYQm4ExjyYM3tGxwGHPZwagiOCMgKPgvRpFyjL8gKQ8TjAOSwyZ92N3jxhZMQiWFsgWHsRBWViDoEyKmVQZU8mAA1n6A3mIRYoxhowthnAJmWtL1jMo/Kcmb0hQUAVAH0yKfTX1pWZJVm0AKwKnEMTQlueZ6Anv2CoUgAPfdd99LSWyTG3NmoAtV6SlbUvjsuCpjNhbu5NmIZytOFstybSbxGTqQA7QJmZVwlub9ebXV/Z5/ksgPsxoX0nVye1gLIeRQDDyrWqxLk6uQfAk6DS+BcFt/fIGxxLC+CfeP2wToAmhv8awCKQrt8CSm4IvNk5qKio/Pei9qhUUXn77Jjy+LDEId3TX+260OLrOTOasenqre8rPTCQE77Rdab82rSW+Pez65q+kH4qtLjG679jwf7wp12NnEGOl+b6EwkZlidbPUOf37fOmpBZHagkRQfA++kZx9JmOgc6D0czrfu0dv7lq/ewnmFLOL7NUZMzEIn5tudE+l+zJCNpgvb9s87MANCeboiwT3hOzNt2yd+03/nThQ1fbFp6ajShCQDYrOx36KNZ3twKqx//HMsXnhgtZvOkMdvvHlxuEcB7ACDCNda+pMkCYP9nXY01c452j9/1p7a0Gwqatem2UDIka7sArANNVARoguMFoKjr1AirBsCPZJ/n4290UWWfxwTqI7R60tMlIGGaogoknEwA3AAWgAzJFDsBfATAlwH8AUCT7PNMFnKTj6cH8AimNykBKmnfqBzjIwB2yD7Pd97oHFRUVFRUVFRUVN4R+0A9IVO0gbQkB5Do6nU56huKLxkZtMqZ+7g5s5Z3MiCk3XUqbvKO88wDaD55sqAoFtbqQAZjGGRS5oI0ZClIs+4CDZHUMQabKPACnS4WNYUScWsvDKCsyTFQL3QJ9PuZQWmbJOmRZHPCcl7O0AtWS0gC0AhgB8ALbVYpDZSR2ClJsNTVlxjzc4djWRmjbQAAxpC0sGKDLpm8yXWm47f5+5IDSX0iQxNdB9KlEsgQXQsgphPkRJk+kFxl6V9dpg94LGKyaso1qwHwkpK9eF5kn+eTAB7Eudp3sm4vBSUFpPq/zwMlIqToUf7+EoDvATgs+zy/V8q6p+PzmN6kBCiR4VMgo/ICUC/6OtnnyX+jc1BRUfnvRjUqVVTePj8DZRAC1DdRfn6sILHYPNT3PmfH+/LN470A8jfmtaYZBG4JJTUxKShiX2f+oFYjeR/2l9t+NTyj5tPOM9IV9i7HpztXmB/urZSfXffsyhDXmIaT+kNJzuQ/DpUNWcWk59tZxy6ysnh8Rzh/7v5QhuyMxJN5+mC9qOEG1hZkBTf4zJklfvvBcGabN2prGE7qhK/2LWh+0l/YkVYxOj78jxx7OKEfSHJWEZYFPwCepUtoqkyh6pb+tFDrs4XSTx5dGf72TduHNXEcAQkHMHAZwFLGYL/1mvYl1WmjFX/1l5XHubBc5swIKru2gYYB5QAIgIzC5Hmu211KWff5+BzO7YEDkJBqm/TYCcpuTKEDRbsHQIJzsskJkMh7SfZ5yiY/qQi5DaDylvNhm+a578o+z8Vv8B4VFRUVFRUVFZW3ycOLHhoE8BPlYRJkLmpBem9OujMoAoA2CLcmAY8mAg5J1grRZJ/uVF9YE5H92XtYovehIhlkgBmUfflBA3zqQFU5srLfpaCWTmJZ8YDVYoqEZfql3AUqgRZAxqEGlKE5BuAgiyGpRyyUnzdsKsofAMDLAIQ0GilZXNAfFAQsAWCPxvRN1TM6NPm5w9Gy4r6EVpOsS53rx9KbTEvNgzUaxktrTH6nyHAY1CveBRrikwRQC9K4c0CG62s4tyQ+xSwA15zvuso+jwXAfdO8NNVkXIpztfdSkL73Kddh6mDLT2LifqWOxWSfxwrg+vOtB5RooJ/yXBmAR97k94KKisp/MeeLeqioqLwJgts7IPs8FwF4CIDQlzBouhKm5C0ZjasBYFlWT/ffW205J0NpPq9s+cfTI8UZex6t6rVERyXnsmTHpQtOOz6S1hre1l0U3zGuH5mt97PHh4vNzwwWvfRiJHeDBCbqmbwjxsULNAJ/7WPOFvGOrPrMH/rm9LwWzM+unDsa+fzSncF7f7LetGlpR8hePBgp1Y8nt4+7HTITkhma8PBMvT/i63E6C7JHh8Y28NaGpFW4p2dWnl1I4O7sutk9CdNJm5gYSA8logMSG1x4VZN8p39usajjs6AM1CnXj/eAIqsAEBpIGk7FZMG+xtLX5dTECwHE/Unt6TRNogjU02ahsu35euTkg6LTbbLPcxmAz4L6ZsZBfYc853lfN85tXF4N4CAom9MMQO9Pak45xORaNr2ssQD4FoCPyz7PCgA/BJWPj4Eiw9NNEo/g3JLzydwOKhdXUVFRUVFRUVF597kTFIxeoPytBQWfTSZj3AUAXEQwnIHnWBIGY3NwTAKPa3yjYba1Pj2+oqpdhr4ycMb8T2tFSAsy/AIgQ3IjqBJoBWiC9VblmD7GkJ01e9jUGLBZ0o9jnAEyB4RQNgySAZKlB664GS2aKAIjs2E3jRl1chRBuy2CdOf480MjtqvmzGx7TRBgBJWXw2yKaUF6UycIuHj+nJbQwSOePgDpm/JbU1qTK2vRgErNncoa+0F94NuVtcvK9TgfywE8Kvs8WQDuUM7VBaAZpLXt07ynTNlvKpFJB8oODYJMXjNoqOVJABed57i3yD7P/SAz+LsAPqEc941aJp2vNdMqUJblwTd4r4qKyn8pakaliso7QHB7TwK4TOJo2zKeO3ZzeuPi1GtaJkk3eI7vXubsW767PVMsiI336lhSEIOC7sEFW5d+JsO78Lm2iiPfeniBrbkrLTrbOBLRClL1Q10zNBKEQYAhKovzSzTjr30krXUNADFPF5m9wdYjc7CqnrhZ+tyujfnsgpCrZlNTVBzWWRcZhp1Lu4P+ojoWav5bqfbYicIkYyz66L5qh3s4oXvKV6456i1o/pCj1d8UtfTf6asJfalnSXWsIJl2x8e3rxjQavXzzMPDRbrA7gwxIpbqxrett/WmyroPAsjI0kbX/k9ebc2H0lpEALqmmK37tt5FGzviZj9I4ARBJdmOaS7ZOKh5+QHZ5/k5aNjOxSCTsBjADco+psMJEnB7ARwC9a2MApgBoDAoafq/3rdoSUvc6j3P+wFgjezzfBRUtr8S9H9gmrKu+DTbn8L5hWDNGxxHRUVFRUVFRUXlHfDwooekhxc9dDuoV6UfZDRmAgAYmChIp+etairOuKQnPVwTGwu5IMsuiz5RnGmIr5+7HiY94lqMdvc5Y5KEUZDRWQjKCgSAApBB2Q9gDcjAW7+3tsJ5qqFQow3Bx4ArAAyMlkMe9zBdtFh26d8/GHBs7I8kKqPQBBGz7DZYW/5RZg34jDG3e1i0mCPPGg2JmlgcA7KMFlAW5EpQKbURwAGdVmqYUdF1tNwxssuiTZg5x5jEcQBU6XMhyBg8AzIoI8ofI6h6KA4qx55O8x4E8CHZ5/kzgHpQG6QZoFL15QC+AspOnUomyITsBPUCbVeuRx4oAzVduU7mN7hlAkjX7wYNHnUpz68GaffpyHmD/alaW0XlPYqaUami8g6QfZ4cAFtFhsqPu1oA6n9zAAD/ZMXxUJ4l6OEcg7fPPOn8++ny3gvWtSDs1wsFGcGTu/pyk6VGv1ih62vKKx7W/nWkdP1AzOwrtPXNB8ASCfFQc7tbDMFZwLPqj0LEXAB7yvSBSI4mdPJO97EVPfbGwa+0LW1+bKzs4k842/a1jNmlgw258aSkza/z5s3/xvJtr+zvzkl8wNZqMCCB5xoq9LnmgPCLoZnlH01rOgng/QYktpbrx7lDn2CLzYNIi0blovSQURCwSDkXCVTavhjUpFsHYLaWYeH2gPuff/GXXaZn0ulRSWsrJOGkBWVVyiAh6FYu10mQKbhUeZxq2D2VRaAo8jnlLDJHFgM6ACwMJzWtoaS2LdMY2QDg2Lik5Xf0LqyMcdH4WiCnr0x/5nxZmQD1rBSnPFcF6t1pwqRemL1xw2i2NprH2NlzmEx0mudUVFRUVFRUVFTeJa6vvfHroCqYFM0Aehh4YsG8pjJR4H6XM2SSTuuY3+ji3B5iQixp1NZ37JIybFqp2NzkKh2RRRHzQQbdCMg4ew2kWZeBBsn4AXhkGScBDBg7Bdnehk3KdstkEccBJOQkxgJ7nGadT5xtikMyUTWRVhwU5ZZtRbpgKXMDGN1XW3lG5qxUFCXNrMquEzptQqvTJfWCAA7SkAtdaUFmcI62bAtkv/T0WOFyDXj5J1zendUG/0LGYMJEkD4XVPpdDgqir1OuxVFMVCLFQGbgCuXxNSBdOxWjsq+pbZIAytacCdL6XaDqpUaQ0XkapO/HQYbx+XyED4FM1KlUgKq1JvecT4DMTAmv1+aAqrVVVN6zqFO/VVTeJsoQlocAXDvd67Ek26vX8OUAEJGE8PFI2t5kQvTPtwyticui9Iv2WbtaYhbpe6XHXNnGUNFXehe5xxM6rSDIR/I14dg/9s9bnZA1GgBYm91e/9sVW4oYwzGQAXgByDSsuaN74fa+hDGWro2y+IsZye3INa8N9blvvOxQ39wy32IAmtu2rt3+3EBZwlPRq7uvfJ+m0DJWYGRSzt5Q1vZl5oESkfGq4aT2peZxu+l7K3MzXzp1fAaoTGN1XGY7dAIXQZHgFK8AqPYndZq9oawTm2xdawQqt5ZAIjBzJKk7/EogN7LG0qfN1ERjjGEFzhUhqcnd58A5wgOj5tey0kIuAKOg0m7h8ZbK4e8dXbFJ5kyUOOPPXPT0yVlpQ9rWmCX+o8HqqgQX9QCgZ8nTv8nfP7W5eIrdU85jMrtAZSZn+Z+BGfWzjCOjF1l9OaByHRuo948WwN8Et3fae6+ioqKioqKiovLOuL72xssAPIZpsviSSaF+/+HKmVC0pRDlJ62t8Jr3dgnGU71XRnLtz4YWu0PjNXaRm9nqwrzB1oK8oeWg4LsZlJmYMuskAEc4R97RE0W9obCpQD/E+1ynMAekD8W4CcND8wAIcGUeRq4mgg5QgsLFHNgsawEuInOkCkNJK1aAsUOgLEULgH7G5CLGeFdFaU+Pyxm0M4ZckJ40AGjCRHk7TCzR+4OcI90OMVEDGjA5D5QRCUzo1SGQSSoo5+MAlW9PZgCpDNRJSByHnxkrjIvgsdNRh8DBhAgXhW9kHTOZBDllVO4FmYrLQMbmkkm7OIrpzUgZZGQ6pnkNoLJ766THh0HTxIdA2ZoJULupbOXYpYLb2zZ1JyoqKv/9qKXfKioKss8jyj5PsezzlL/ZtDyFH4JMyun6ruz8k7c6sfqFj9Tu7Ms/YRBk0xLL8LpSYyDvsz3Lg7f3LfC7rCEwO+a3c7NBL8iee7MPtxtESbSISdv3c+sufH7d07VMCTpu6yuq3rj5mhHOsQzABZxj1+bxnPHbehbsvMl1RggNWMSuelfEO2pjmhiXYmD+3z67SAOgmTHotowVrYaGXeqMJUIf/uMG4W8/zTpdH0w7uOcbel0wISb3BDP/+a2+Bdaf9c8ezbnF0CglsZNzrNgayN4pMF4Miqh2KedWByqPcadp4umX2rsiAsNBUDPsAQB1r45nb/lK7+IFWwJ5K38xNCMbVGYzNVJ6zpCaSEzT+NfNc/dsuu3j8rO7ZjhBJuYaAJmcY97mgUJXQhb2SZz5qp39exIGjs92LTW+OJ7fvtLcf3C9tXv3EtPAzlJdoJtz7ASVrkyG49zpkVNJYKJJOADAlzSmPe4vXZbgTASJWTvIIO4DiSoVFRUVFRUVFZW3gOzzOGWfp1L2eTLebNvra28sBpmUPlBFzWS6GJNDAO8HGXdB2cBmjc1gl4eW59vCly3oCW6oYGNLHCZuFlYDTO7ozlg8MGQ7AjIEkyCjrVnZnwhgUX1DQVMobFoAYDSWzqT+hWiRBEgAorowbO4DkNKPQxu1JI6CcxeolBsMMIoJbNREIWUeBUs7ha2gHujtytqHOBdOy7I4eropV4zHNQOgTMIAKJtzmZ4lld8TPHaDq2nAISYWKevKUdZ5FEArqFVSPchcXQPSp/14vUkJTAz9BKg10y4AXoBlvzhesOz58cI1TXG7pjluW9mTMMe/01fjTnDWplzzDJDxeByU2bhL+bMDlJRwEK8fnLkT5zcpJVA26BFMZFVGQEZuN6hyazHItG0FJQioGZUqKu9R1NJvlfc8ss+jAfBVALdiopdKUPZ5HgRwp+D2xqZ5TwWALykPVwM4LHPkCwwu0Bf36gtyOvfed3LxvBt3b9IaxIT3gyWnmx9vnXFhTNLoAQ6/qz9hKBrNeXikvCJDjO6aaRxddS3aX56dNTgDAMrt/mVfm3Ng9z3Hl64EgJaAs+jXp+ft+WzV0QV/9ZfqtwdzFmsh1f92xBPBXpN+LKbXikYpXjmnQ47lRubdm3f48Avj+SMvHCt7LZrQVELg7t/Pe2X2B+9d3fR0Z+bs5736upYZpbbtRwNjudmjBZwjY2jUFpi9cSQRF4Ss3w9V1OdrQxENQyEoE7EcJFAWgiLAUBKyKxk7Z8hNbKZxVMAoYGTJ4HeyjiUZQzdogM5ZOIfrsVerdx9vybZ7O9Nd4ZgOOa5xdsmyxqMXL/GmhI8JQM4vumZv3d+bv1ajkZJLF3gdVhbrenk8bzRbFxloitmW/jSjNqJlvAgkCF2YiNbWg4TZHABfxDQZnJMwgcrSk6AocjRNjGv6k6b87/bNjX4/++hegWEZJgb63Cj7PLcLbu90vS1VVFRUVFRUVFQAyD7PfAA/w6TKFdnnOQDgFsHtPV/vwh+DMgVLMdHjfClI2+WLIrjBEO+IRvWrQFpvBwD32Ay2dmyGBpC5DgI7BsrOawdY4Exzbp5RH3vBao1dqhwjPPmAVZ6e2bV15a2cCwEAVZKJ6RJ23iz6qbWRICFTN5jos75ct0EqyKhLzinKgCi0Y8J4o/1xCKDejqlswItZku822yMRizkSZowblPNwAcgEeOj77rrZz48X7CzTjxtrTMOLJi1rHBPl3MBERdIBUJZlqloojtf3VU9lfWaATFUzgL4krTY1RHI5aMCOYUgyZHfFzS0l+mAF6PdMmnJtBUzcu72gyi6ADMtToEGZA6BBk4cxPS2YyMpsUdYmgAL/KwC8BNLrk6ubPgzgp+fZn4qKyn8xqlGp8n8K2edxgvqkSACOC25v+E3e8mb7YwD+CuqnMhkLaEreDNnnuUJwe6cOeLkK52YkL3hpn2fHoGgIfmJJ/aUAfJUO//KNeW07N3eXrI5KWs/zA8UtcVnwASiEjLau17L0OZXCUeeagdL7B2et2jg++PyDv12xae38tuPfun6bVRDgtFnDAaM+djAR1+YmuZD384aaeafM+j1hpr3ILsSP3JtzqCoS1PmuaJk3Ao2c67y4rynzmM7Qu89Rd8eqebJs0wWGD2UXZwwgGczD3hs/szTAVjLNp+zdfX9/IKtALNP0dHVlZpTnDMYzpcRRDTewG7LP1Hyrd37H1WmdhmXmAStIhFSDsgk5lGbeMgf/8cDs3Qxw3p554rTAEAP1/Vnr1kQAcP/tmSdO6QR5ask3AHDG0FXgHtN5Cob43HKfWyPKk6dun81S3def2/3LA8suBwCrJewF4LjS0YW11r5YUNLovtCzJOPnAzN23ZZ1KgKKABdN2k+18vdmwe19SPZ5hkATCKcjV3n/GVC0OnpH5gnPI/7SV9dZe6sEhqnl5GaQCG09z/5UVFRUVFRUVP7PIPs8Ikhnu0CVKW2C2/uO+oTJPs8SANtAvREnswTALtnnuUBwe8+Z7Hx97Y06AJdPesoGwBMKaw8Y9ImZoggrwFE9o6O8tq58HGA20GCc1ERsAQJrAPU93w9gqSBIh2SZCfWni9fVzGk+ZNAnF4LMvV2gvuilOq3kzM7yH+/1uZzKcY+PzMKG9KN4RReECUACWo0Uu2zhEe1Br19T3yEn5xWPgcy+QwDGZAYhUAKnsu80AE7dCH/WcRpFA8tNsXDYYDcYEuH8nBENgGKAj60y+45kaGOrbnQ1uUGGa4ozIKN2K0in+jFRHRQHBeiXgn7THwRlJKaoV87/sLKPdDoeoGOcayAnkhC0yrZpAOYCQJoYN4L6UaaBMj7toOzTAyAjdHLQ34UJY/EaUNXVaeB1mhkgI7NU2YYr+1oB+pxtBbBpmvecr5WTiorKfzmqUanyfwLZ57EC+DmAj2HC9Nom+zz5AJ4CcI/g9o6/jV1fgdeblJO5FMAtss8zCCptPqYIttf1e/EHTeLDTdXajy2shyjiDICmz1bWZW3uLgkDMJWX9i3QaZMZ3paczTma0YyhJ+3BeNSs//l1B62fa1y19RsNqzfZcrD/tcNlK187XAp3wehu84d9mxbMa8FtGfW7fn20xuvPktPCTHuRQ4g9/5PcQ5tEcPGxRs9pDlzoqBzf6o1maT91zTa9vd4f/97f5472rSnS5WujMW0IsxxneOZIVdbmqkMnrNpNXBhy5QXmFw5pr5t3anBdfscqzrGXFUOQOU7+IKfOZhDkCOco+M2w59hNLu8akQGco4Mx1AA4FuViPwcznonZZj7iL639aNr/Y++/w+Mo771//H3P7GzvK61Wva/VLHe5F2wMpgYCJ/XkEEIS0k4qSYBU8oSTkB5CThISAoSEhBQSOsYNN9mWq5qt3stKWm3vOzP39497FsnG5Dzf7+/3PCc+mdd1+ZI0Ozs7OzMw73l/2uAaQsABOMURVF5jnjxZoY1ViRKZ/O3uFRPbVw10lxVEHMr5SwLYtql5FACOgJWzmMEETwKsIXgGwPgTfU3jtQ7//G82v2yiHJX/c7rh2e8dW9+wbvtzGbNGrL7eMrH/JtvYRixMQrwcud5GzwN4CcANl7weACuPWY2F4T+zhADvcw42gUXjL0foLZarqKioqKioqFwxyD7vTQB+AtauB2BDEKdln1cE8BDn6btcq6P/apscgF/jzSZlDr1E8aM72+76CVjm4OEnWx4Lg5ljl2YHpiRJ44onNN02S6LmS+72vO/NNc0a9JlAMqXbBFY+vAXMmDSAac1OADoAR1cvH9QTQqvaznhnT571ruE4Kb1i6VDaaMhuAQs6n5+YcgamfM6tYO2OzgHYQCh6NUkYASxDPLVH0z+tF5dXFovVHpHm29JYGC6zBsDJcDXiookUgJmmBFnan3HglrkVeA0Stcg8lwxHjEJlkb/gPY7BjhIhHqzWRUuV7xgH05xTyvG3YaHiZ1T52Zk7HmDPJgVgJmUWzPAzKvuzDMzg3QbWY9JBKRwU0GYoFzZxoj4sa/VgxqIFrBdm2QM9a6caPdP2PE0meqt9jIAN6zmlbOfvtVDSc54+Kvu8HwMbQHRpkkIEzGhdo/x9SPlZppy7yxH8O5+noqLyPxjVqFT5h0eJ7r6ISwadgAmPWrAyg1tkn3cALDo7A+AFAN/hPH3/1Q3u3X/vRUoRIARfBxMKANAq+7zvBStZuIhMlufkC/prH32+5eWP3tp2NQBtdyjvMAAXQNsFjaQHEM53hWSzPd6cTcycTz6nKXooUt6TIgkBOyFFqslmIUoP6cJY/q/XnU09B48sg3APzzWu/en6A12/nPdG2hLuw3NpfenvB+t3n5gtLnp1osrNr6QX7JqstNQ9nXr218WxVY1643R+IV9S4k/XrJ7z32vqOn5/z8Z5UpiovfMdMyP7fuFI3/NwnyXfkYjtO1sdDxHd7uGY3bW9aMT/uq9UR12JwEfdfeZngpW9rTPF8jW66X0JDZ+1cFlThS4uAHAZOWnmvoKOLQNpS98PZ5tMflG/LyIJVRFJy/+gpE14t3N4FwBcf88dI+WesOeO685UYqHMpG3RoTMCWAkmRiJgAtkMVl5e/ejm3dX/MbP0UJJwSbuYTdj0Ket41F5+dKZkYmfxaOhfHCM2ZV0RzNy8HD0AoAiodwH4LZhJDTCzcRrAUmW9gLKtBuX1fGUdu/J3Aqx/zgSYCFZRUVFRUVFRuWJRTMrnoPRcVJgHqxypB2CSfd55MJOJA+sz+GPO07fvv9h0M/6LrLhjcXcSwO+UP2N3tN11L4Cf42LtBQBZqyVZC1DhA86+4Wp9dM3Dxcelu2VuZHii4EgyqY0V5Ic7DYaUeKajxiTLnBks++8cmGkmawXJsaJpKHymsypiNGTajYZsLnOyanLa+drwWMESgFxgB4XGDTN43TaIVZyEEVB6XDjWK2U31RMAXbTAbgczC3mwLMEQACMvIQyWiWgFINkHIEQqsJ+TYDD30mS8BPEQMfNTFzz9F0oTms11Z80cwRCYBiZYKI/uATMbCVg2oxHMpHQDeAXAdcp6ueE6bWD6dT2YgZnrBW8EC8LXPRGoPXgo7tmq/J17X85U1ckyhH1D1TqRpzHBmsnXEyl1KpkXvtvVo3ELaYD13RSxENTPQQH0AQDn6Xtd9nnfAeDxRftwBMAusMqlk2D6Obbo/Zfq6VGwHpUXoKKi8k+JOkxH5UrgfXhzb8ExsPJvgEUR6wA0gpU1NAK4F8Bp2ect+S+2XfZWL1CK7CePXT1M6UXT6TaAla+8CiZC3mB63qIDqHzVyiEvlChwX9wetdtiF+y2eJLj6IpgyDTZQiOW97sGXv7N053lOqSDba+YW8IvJ7esa74wbLfFDs0vx6avfWH34M3NAztvtY22AsB11onjGkJXfcTVu5WkkOoZKBVelQoKX5uoKAbQSHnRj30Thda+WUfAL+b9ze2lpdfF6KzfbsvnE4nWWOGUVJCxNOpCIx/seNvyT317rOS6puH1q4tnbir0hk0Ayd/mGQve27GZezVaapmSLNwXptY07bBM8dr9ZhRoUvRX8961fw5VpClFJ5ipWAQgUqOLer/qORPpTDl3Gjlp8ptFp4vBSlFAKZDKCG67OTk25TePgEWKgYt7AsWVvydwcRT/DXHSrAsGP3tg4/yd373F/9G8nuZPL23bszZ/WgOgjFKsfH60+mUw4bQTrHfOYoOaAng09wfn6YuBle6vB3AfmEnZCDZ1sR7sWtsKYA5MGCaVbb8KVoKjBxOON4D1T1JRUVFRUVFRuSJR2ip9AReblADTsqVgpdRVYAZZCZj+uwnAXtnn/dx/sfm31NkAMCfqTvw64F38PGoG8AiAu8CMrsVEAKBESExuMs+uAYA05fyUcJMVpXNyvXdS53TESg160bCqeTDEEUkDltm3AsDKtjPeTHtXRa/RmDavX93btbxpeDNYxY1IKWJDowVLAVIOIACZivmnYXL0IctJsACwgRBN9qqlxeA4DVjGplF5fxqsoodkzCCxMpIHZl5uBbA9VIdlsoHoRAuatFvC6ayVlFHKreoN53l/0NViff/rNwYlCh7M6NSCGY5HlW20gSVmrFN+WsD06WJypfm5qdm54y4tWqdkd6TomGJSAswEfCO4L8skGQyZhtrOVLUlUzrxUH9VUVDUZf4YrrIPZay1TwRqs2C6PA/seri0D+VfOE/fG/vFefqeBSsz/wCAX4KVeHNg184aMIP0erC+lAMAdoBlg54E0/DlYM9cP5Z93iKoqKj806FmVKr8QyP7vKsA/ArMIDJhwcgaw4LRnivDNl/y9kqwiGyuYTZkn7cZwNfBpuQJYEbU5aCP9TUfemWiekdGPjCk46XcABVZ+exPALgDwDPKduCbt5iXVvuO1JX7twAApYgmXdmmpbaxMgAQs9ze91iHLe+s7E2BRSIP//jF/qUfvXoJAEo1BprXVDfm26b17d9ROLYcALZbpuQVhvnRYm2iGcAJQtCSnbJ4Vi4ZjX6l6IzrURo79/uzy/VrSmcS61f5szfdMFX57tJbw2KCcPE5Q3meK3xyOGPTu4yZdIUmEu7oK6v8eMO5yQspe6BEE49bNNmqF8Zrys7OF5TkGeOvJyi4luoR13eKT4qiTOb70hbpWx/cQ/bMluvGplytmYA5O7N5eCrfkqjpTdsmONDxOn2Ey9ekr/1kXvfuFcaAAUxkbAawN5nWcAZd1hOMGrTF+bGNYGUlJgBN0YzwmlEjVvAcTYGJlGYww/J1MPHSDWB/QuL1+Yh7jIWpgRXvuqDVcnLg7VW9Wqsmuw3AUOtMUf9nT+y4Pi5qz7yr6kILIeDBhFwIC2UmuamOAFhmpXLujytR30kwoZcrU8mACb6rlL8tAJYo19RiPiz7vF/938jcVVFRUVFRUVH5R+QpMPMol2GXwwKmrVvBTKPL9eT+ruzz7uM8fecAQPZ5tQA+C+D9YJppDCwQ/abEgZTMn//q9MomCtJ+yUt9POQPvt/Z/7HHAkvWYyHDMAnQ+Gfyu2pzK45nzb2L9vmUsq9Ven0WSxtHptq7qqoAcgKgqwEiRmJGw/FTS0LemomEyxEHpSgYGcs/MjGdtwUgh8GeLQzmcSSEBETlGOwGMxAz4LkIeE4Pplk7RB04SQuzLgpdVoewfzmSACpBaZXBh78lPdgJQkYBbAZI76zfEQfTpikAUZ4TxeP+Ivf+mbKZpF423GyfGAWgkSnyorJgOR7Ln73WNnUSzCC0KsczCWYgHwDTrVEwzbsOLLDeA5b56ATLinW/GimeeSZUuRYAzFy2PSZrzAC5Giwz0xSLC9bBkbxkVtRqC91zpKrCryMEBQAKNJD3fdDVtxSsHD4BpuMNYKaoX9mfI5eeX87TFwDwuOzzCmC6noKZ4TyYzs6AlZMblbfosVAWnsMC4KMAvnLp9lVUVP5no2ZUqvyj80WwG1oDWAluq7KcgN20jwOoAbshv6kcG8ANss9bCACyz7sDLDJ5K1gpiQnAjqTI76MUKQCgFANg0/N2W4SMBQBGYlafsq1JsF6KHFgvQyOYKNgNIBuIGMiDH97TDABxme+6f3pVaEo0vRFJLjdEte+s7M0o+65NS6T2dLa45yPfmGz97l8Ge8xcts2jSWi7Y67En4a8J8czxoOP+WstRUKiEKwEYi2A+Q1VI/33W09r/tBXPt67j+NK7HPxE/7i4h+5r96VSBsmogFjacBv1eo7hOnAmTzX3Kw1+07HsMbpk8V4WOi7oaof3x2oz3yqc/XcB4/s7Dk77/ECxDifNDrKSgJhK5cZCmUF8atnN848Nl1PbdqUxqwR7TpO0nfvqVr2ide3yx8a31T93dnmrXpOXgJgF0ewd4UxUAhm5FoohSFL4THoxDW7f/BEyS8+/7diMAG8HUzY5N13aqtZBqkGM23TYGUzfiyU2UcBNBt5ydFgitneWzDkdhhj4r1Tq4d/F6jSgEVe5xy6VA2A9FdOb2n5eOvO3cpx0ijnuAws+/GtBugATDwXKz8LlX/luDiQI4GJwkvRgkXqVVRUVFRUVFSuKGSfdwWYiaQDM/xOg2nqYbDSXBksCw7K35cO1iFQNJZiUr4M4FtgwV0tmEbXgFXKgFJE5kXdyWPx/P2fnmwpS1HNNC4uIz5oJZnwNwrPGM4mXfeClQt/Haw0Ob3BNHvKqcm4KUXqlUjx4e/OLl1srK4CM+coANlqTpua6sf6bdbYdMvK/kBxoT/ksEfPcrw8l0xqZVlGa1dP2cDEdL4FIByY9ssjEpXMo4gDyFCAhCvBUYIysGGNbjBNKCfykfavgCOwDHKsCLFAEyyODoiaCJ12XMBZvR/UNI5XwYL3UI4JBTMP5wAYPe6Q2Vs9OftErMo8kTVlZIrCmMhXfGRifdWnJ9etPBT3WMHMOxlMF6fAtG2Dsq0tYM8zVrBEgayyn2vBAvUSgKo5UR/UgI7sskwcfrj4+DKykNzRBABWS6Z5SY2vwGKOp0uK/KKeE+fvcPQPNeiD+75X3LbcqckMKMc3oZyLRrBEjUKwbNv7lFZdl8OEBZ1drJzvMjBj0rhoPfEt3r/uLZarqKj8D0bNqFT5R6dl0e9GsIjuYbCb3hzYjRtgGZcVlCJCyBv9UAB2E/+i7PMuLpu4iAPT5ZqfjDQdNFqS4WoxzT206tANhKDrHZU9a/7j3PrzrTMl4hJbMNeYm0VU2b/3A/gE5+nbJfu8mo+9/Xi9zZQ6cCrhOvgzf/1mmYmeN/CJhkqwaDQHYO57baszJ43Osnfc1j91VraF4nHt9R9z9Rx8dGxVQXnNiG1/rGjsTCq/+mE/af1YXo8kEAoAeVfND+ffvc67BgCsn6QvVzb6dRW++ETHRBGdPkNMt1vOnXqZ1NlWuiOpRrffOEy0RgOX5Wor5pMOW0L+xAsbxjO9Cc3174kkYQvFZFk4NBBxaH1Jk1USeXuQ6ssePNfSOznl4r7iPWg9mvAkdxSNzOw9UxU7vY7j9AWcZYU28nKzIciVCTE92FTARrAobzGAgYOxgpef9C2p9Q/ljb5w7bNNPE+1YBF1DkDmwFTZcy5dyiFwMg8mfNeDGZVlYIYwoBiaACwWIXu0yekPr+fE2oNTJau/6jkXARPRyxocAXx5eeuxb57b0PiVFa0r8ObSJeDiKYiX8lZ9LWNg5moarLXAKNj1lzuvPrBMzR/LPu81nKdv+tINKNedyHn6pEtfU1FRUVFRUVH5b6blkr9XgemwfjC9cwoLlUt1YLpo6yXvqZV93p8qv++4zGeYJRn2L0yveiYgGTiAlAHYTin6CUEQrE/5EEDnNptmcJ1lXPzWzHIxKgsVAD7/ZMtjX76j7a5vALDc4Rz4Tkbmih+cWcaNZc2bL/kcAmayWtn2oHHY4rLDFt8AoLuqfLYK7FliCoA5m+VqQ2ETBavgeR7A1QB4ypP1lKMhSLDLPObiJeilEjpsY6ghLHNRBDBBeRhlLVIAuEQhiHkUsWAjCvLOYIbPQo6Vg8ZZiPs1sGQLH1hwexrMcAxP+vJkiylucDkjqYmsWf7S9CqzTzSGwErJO2XAKVEyyRM6oWxjs7K9ObBEjgNgzyec8rdO2X4/WDbiGgB973MOXvc+52CH8n4QUJGC+MCC8KUA2kzGdF5tlS+q11PLEn1Y3Gbxbd1m8XWBDbpcCaZ5Jy9z/gHW57Icl8+6fSudrQdwUDlvAliiQggX9yVtBbu+PsZ5+v7z0g0ow5q0nKcv9RafoaKicoWiGpUq/+hc7hrdDNYvsALsptgJIBWRBN93Z5qsX/G0z2o5uQYs+zEG4FPK+y7b8Pt3Aw3544E8ze1VpzvbfMXyN9vXvXxv8/F8gcPBbUWjKY8xYgiktHNOfSY3CEYAM0gJgAdkn/frnKevZ4sHnfeffdd7JrOm3Zf7HBnEABZZLgaAL64+KT09VvnSnmiJFUClkWRfNxCp5BurjsxatZmZhoyw9vXZ4kOrnPMegdBVAI5OZw3iL1xN5eZ/wz5xRNbotwj5aw1zM3ev6b3+exVN+59KLd0FINKACY1jaeJCqWk29E7dTN5LkdLRH5xeb9IIknT/tuPa8i2xzCRM4tePbq04etPT9b+fqWprny30hezUWq6Nzvbs9jo/+u9HpQ8e36X5xeo98hl/gf7frjqjmZnPTpv5rOXego4NPEEnWLbiXrCIrR6sXHpdrS4agY7O373q1DSY6JDAhM3rAHiDJlv02aVtS8AanK/HQql1zhicwkK0V5eUUVwkpFZHZUECaCYT14j3nF0/Ea2Uai18NhLSa9d8YM2pfYXG+LWXvYou7tPDzofPawbwMzDB2arsR87knAQr+9aDXWulWOjn0wdmuu4A67kDsImW1ynb5QF8BKw9QB2AjOzz7gFwH+fpy01qVFFRUVFRUVH57+ZyOrsYzJw6Cqazx8DMo1IwI/AgWCZfCEyDO8E0UAbMJCu8ZHvdPIe1Xm3UcjxpjAEYpRT8+d5Srt47bhAl/qBWk8Vn3d324YyFu9+3OgMQAqYDr7uj7a4BAL97suWxiOzzfuIjExsOpSm//i2+DweWuZgbiLgPrPrqBjA9Z6QUGzMZ/nDvYIkfIBNg5t41YDp0BIAwtxqC8zzSiQJwfBIJyzQ2EZYU0QgWVD9o8uHqaDme08Qg5HWjCkAPOMwkiyDHC2DSRhFWjq8WgBmUGnSzGMy44KEaklVeIxyHCEfgnBaNKbBsy1VgVWKiTzStvHdq1dS3ik45NQRTYJVHuezXVjANG1HO1Rbl+/eAGbIRLCRYEABkMG1+aThjtQiEymkKqpxnAUALx2GPyZi9CcARlyYtgc0AyFc+U6us9/eyG9+UEakMaboXrDS8CgvZuQA7nlvBMj/DYOatHUxvt4MlpeRM0Z/IPu8JztN3WtluA4AHlPNqkH3eYbDepj9WkwNUVP5noJZ+q/zDIvu8DjDD6hDYDfgomDg6CHbTrQCLIuoAlIQlwbBEH5n45kzzVFrmzoFFLW2LNimARRgXPoNivm2uqCElCd5bDZNLG/JnyeFMPn1tspwHkP9Qy+sbn5ipC3x692oukeByfQh1YOKCAqgG0C37vJ+VfV7yHyv+8BqAH17u+xQJiV4sTL1GR9Z5osfgXA4W7Qw3GoKmSl1sxqrN1EuUJLa/8u5B7Zze3GL0Z2QK8t3ZJun+6VVCCPoK68f0dc7vGDdoSrg1Z1Kuqh+MNr/YnXQ4sxH+VQKa0kHsnhaN4p/9Fcl/P7d9IkM1wrdXHpJTKa3oFjNcvTMkdkSdJosnOjeSMHWckZz8jI1UZcCvHc+aDDfcfSb04OmNQiBk0SSzWtNPXm2J/MjXaBGI5Ppawdk5Akz/cLYhMJIxnRZlaMGi7VvBjLuhIiFRdrN1NHSDa8yjLEuACSoNgO0t+dOwaTMdYH1tDoJFYNeCRcF3gpmBK8CE2kEDhzghOCtR0gW/0HrLfe/TtP2x/obJ14o7/aJeJ4HTOC1xisuX/0O5hhZfWxyAZwH8KxYadg9joWfpBJhJCbASlT1g5vQE2FRwCy7Ozt0l+7wNikn5FzCxVKe8pgUTUsdln/ethLWKioqKioqKyv9t3ACOgWmxVjC9dBDM4CtQ/tWBafBZsGoXAtbbUMBC6TEATEv0Yp2tkAWA622TNjCzkySS/HAgZFk5H7QkQmETUhlN/AdjzWN/DVfolJixCKb1o2BDddruaLurkPP0iWnKfxDMPLscS3Fxv3EN2OCf/QB2UYrM0GjBmZPnaj2EyENg5llS2cdcBU2VrCdr/CsJSRSTDZKJXJNyoVXZbqdyHJIAwGVhMU4jC+ACBVbp5qFLFEAvRJC0DivHRabzkOmkJg7i6sF1zi6EwZ5fogDyw1Fj/nzAlATTypuUc1CgfE6rDNKbkvkoWMbnFlxcii8pywxgZftHsaDHs2DmbAbAyaTM+YycZP9dsHpLmvKbwLJp02Dat1VZr5WHHNtkmrGA6XILmLa2SjLRXwg6T1B62QzJEbAelm8g+7zXAPgbWMn3JjDT8xBYNugFLAxKHQa7lgbATPEh5Ts1L9ocB+DTynavVr7r7cr3Blg/1O8DeEr2eS9XWaWionKFoRqVKv/I3IqFyXAbsRDJ2wrAC3Yz6wczI6tKtYkl/+oc3PyNwnMpHScvV7axeLp0EdhNOJlb0BFwn6dKEt2vepYPP1B8tm6Je5YOi+a5pMhnkKLd9EuTNcPP5JGvnt2UUnpZymAmVhysVyUH4BYAXbLPuwvA5wC8Cyx6GFXW23+jdbwt97kTGePIT/wNTdOisUwDeXaNYW7io67eJRNxc2o0ZuniQNe/uusZ8yMbXyu/d3pV4gtTa148n3JsAUiuN5DGRDKv2LjMkfCoeezYSJFu7G9lydhvCzUfNPcdv90+ImX8QjBz2iYYzYn0nmCx/o/xch3HU0NYzyckwNQ74M4Y5pGZitnS/gFBdM6lh7JZ/hQFZ781f2TXnza9SG4u6w9ER43p+RGL8QcVJ4ruye8aytOkt56NOztqdRHpf/mWFfIE6ymFR6IYU/YtRggO3Wof204IVgF4CUo/H7Do+yGOQAcmWgSw6OkMWP+iarAyo6Tyr1o53xkAWx2azObvVJ3g77juzJlP3HbsmGWco2OPVsXWCP69d7t6dynrnwcT2RfAzOReAL9ZfGHNi7rrwAzRxVQp19d5AMsXLU+AmY0blJ8SFkRwjkEA3wUzMVfi8mgBPCr7vH9WJxiqqKioqKio/HeiGDofAaso2QrWr9Cm/O4CM+0OgmleO1iwvQWs5c8uLFS+5FoujR6KFcCX1S8eVCkp20GJEG/mQLUALDwvyw579OU8Z7QqkdDGz/eV2XsmPPnJlCYAZi5KmQwnZbNcbohmDYDWO9ruegRM/68A8KjyewbMKPsWFowrgPWl3wpmekpgraO2JpO6RHnJ3ERT3fgN7rzQCJg+PQmWCVqgvJeCGX1H9DN0r9EHAUyrWsGMvWUA2t1nkDUGIAOgGTMmZjfCQDkIlmlQPg1eOwu9NgCjZRhhvR+BlB1755diA5j+rQQQtVnjs3muuF353oeU89EL9twS+lfHIGfmpQ1YCJpXg7UjagFwFaWYAstKFMEyKQ+Cae8bAZglirBIScEnJ9aWf3l61WowY/q48n3MYNrXBRZU3yCBXH08VDD9+0DlscOxgvMSRdls0vDa9bv/JX3Tnn/Zsvb5f4v/oHPN0ZGo9bhMEVKO15eUQZUA3ri2/gMXew05Y9sMloiSIw4gV5Y+DpYIcBrsOsshArDJPu8UgC9jIZngUioADMs+73vf4nUVFZUrBELppT2RVVT+MZB93m8C+NIli8+ACZ7TYDe/NWClDTqwm3MbmJAygd10cxMMe8BuyLnyYw6A8YOHr519fbqixKVLzPx6y8vaRse8QZKx5t0Hbjp3Zr5oRb1tbvBfa0/3nO2rkHsli+Yj1d3pa+uGK5R9MYIZpvNgN18rmLB5B+fp+/Nlvo8A4E9BUbvxi9OrQ8VCwneTddyy3DDfzBF0iBIGb/7VjfpIqUXfVDM60ziWshorkuSI1rXt3fahU38KVZb65q2DBkMmazJmdiwVgkc/VdDV/ODgitbXf9soiPN667ZbL0Sna7GdgB7KgtcAdNMqvf+VnxzcaCz6Zqd3169TrbcsGTb8wl9vOjpQqSkQUvFBf952pyZ+hGiIwNlSsa82HbNtt/tEsPIW/G6g/tiT/U2VP9qwZ/CZYJWOO2uURldh7Sr93OllxiDtTjnye9I2MSwJNT8raY3pOBoAM/dWg5WNOJTjEgQTfVcfibn3bDTNuglBI5i5dwZMHK4AE1hbAcSTCXLyiW95tKs+nZ5e7Qys4ggqwMrF65Wf3MCEPVhdHCpWtnUps2B9RP+0eOEdbR94tV4XKn2vczBUpEm2EHJR6VMMTLBSZZ94MFEVBCtpWgpWklICJpQmwYx0n7LsKBaixIvJfS+ACeo1nKfvrTICVFRUVFRUVFT+jyH7vCYwzbOYFFjPxgSYDioBM38OgrXE6cBCUHkLWPpjHIBJojj+yYl1DRSE+2T++ROnEnkmK5+O32SdKCYE/sMxd+TXgSXlABqTKe7wqXN1m5XZPK8CJAtQ6rBH+QbvhG1mzi75A5bM0vrxXFB58UTyVgBXPdny2Jsy++5ou+tasIqZk2AVMXNgzw15t1qH/zYrGnAs4S4JD5mHhhN5YjhmWgIQPVhiQRpABYHcQ4EigKsHcN48SifMI9BJWsSEzBvDgUrAni1cYPpvLukEH1xKDMYROmcfhSPhQixrhzFeQpYCyNfP0Nc4ETyfQSpaSTYqx/cCAAtAM1Xl0/HiwpBEKeRMhtfqdJIWAP1UXmd8uTFUrpybgPJV7QBqY5Jm5NszS22fdXfPzou6uTTltU2G0NXK8XIDyHQn7aHvzTWtVKaabwQz/QT2uRgAMFAjhJIzktEelbVbAXAd58vPR6IGQ74rMlZeNJs3M5I/NhZxXHfp8eaITFe6Zv58yl/43qFPfi676NraCtb385xy/ZRd8tb9yvfXgZXpd4EZr7kJ64XKtZU7N04wvb1Z2f8ZLKpSU5hT3purpvt3ztP3yKX7rKKicmWgGpUq/7DIPu8XADx0mZfOgN3Ucqn9WTBDLDcZD2DmZQzsxncNmDlZC3ZTOw3W/wWBtM531u+ZLDNHYm5D3PzqeFXo9qoeR0IU4r/tb+J/3ddseGjLnsxrA+XT42MO2g5P1fG3/WbaLIiVYD1wABahXdzQex5AOefpi1/mO3H7o4UPrjb677by2VykMAPgNVmG9Nlbqs2xta657jWVbmOrVv/ox17IJnQkU28N2b4ytjr8l5PLiSyTZc1Vo518VIfri4Ziu1xDts8MbQgNThTwS5ZNaAVBLgFQAlB6p63vWL0QtX/syM7Ee8ZatT/7dUle/sPGs9GkU+soDd/2i9KjozpOdp/2u7ufHqqfaM+4LOWls9wn+R5xWYk/z5820B93rcruqu7Hi/ESp/awZfjmFf3CXIGcfnrK6/xS9dnU4wEvPysair268Nh9BR3FYAIWsYSw22zM5npG7gcr4ZgMilrfl6dXFtXqQkNxWVt7f0FHISGYVs7pGJjI8FAK8ZM31I70nTPWVD5Enq3akZX+LX9Q8AgpF1g2ZgrMmK5RPsMKJrpytIMZjMVg5TLHwPpKbvjy9Mp3TWZNdQBg59Nzt9jGLqw2+h16IuZxwBghWIuLRXEIrNxnA1gZzQ3K8tw6knI9cmDCawQsUp5jAKzEXFi07Cecp++Tl14jKioqKioqKir/p1Ha1SRxsTYBmKZ5HQt9uCUwbTsOpp91YMblGrDMvnoAie6kre17c83blPf0QtHJ9+R3vGrmRe7rvpXXgE0FB6UoisYMpt6B4vlUWpviOEkqK55NxxPGbCBk1JaXzNuLCwMymLE2BmZcLd7PzzzZ8tiPLve97mi7axlYJc0bpcPl2ujBr3vORQ9EC1IvBMv4saDNcK63qhhAGqAzAJcPQMdx4lRT3UQlIfLs+b6SYDYlNLiPYSBYBznrhNbaj4zZh0qwnorrMyYc5ERIRAJSTsQiFXBr/fBZx5AKN6I0Yye50uzXIFE4O0BCDXDJOjIJZqjlKnk0yxoHI1ZLOpVMag1nOitSyxpHYkZDpuA624R4u30kpSF0M5iB3AdgTUDUnrhnas1yCk7HQ04B4CWQ1nfZh7k1xrm0QESjkZP5n/nrEqeT+Qbls9LKuc3p86MANlq5dP9HnBfaL6Tt0ovR8vyT56r1yZR+A8nSDiGKyYyTXIc3P+9EwIzIjWBtj9418I5fFIFVmS0D8CFlPQr27JUGMy3HwExJEczkdirr7QXT6yfAntmcYC2XHGAJKIsD/pdLCjiBi4dnpgCUcZ6+uctcJioqKv/gqEalyj8sss+7EuzGdilnwQyhXNNmDnijJDt304qDiapOMKHSBWXYCVi5wzoAoBRyT8q2m4CSzx/dYb/aMyZ+qun0Jpnipa6oS3tsoiTz/rrOir60dcLOZwz7wkWR9+cPLBcpejQEXrDS86vw5jYKd3Oevkff4nvdDmBxht9rWJiItyoR44JfP7eij6TM3FHO7SwX4smvrzkkfWl4na6rt1SQRd6ztmzQt2UuTG0FsdDTf13VMmqwDIW9JGs3x/RLm0ZrkEXwiwWd4Ud+uVlLPeLYT9/96i4Ap64taq5b+fb44Q88NFvSLTqm3mYdWxPPajq/2b7RvMLlSxZZQ9ID/3lNqXPTnG9bwp95SqrzzqVNHoEXe+uXTMwLGVn+WuHp+Od+d03ZOuds4P47D1BQSn8brEkCoE2GIL/GOL/rxPmSg197/Kq8l7/zVJgjcIJFORNgwugQgC1PB6uO74kWN6w2zPV9PL9n9aLj0QGg+bVnHAd/cm9JiSQRrf07huD7d473eLRJ3VzWQCp0UbnaFG0EEy+jYMLnJFgWpwjW32bDom1eAMuI3AAAGZk7/++T64QM5Wp40EkTJ85RYCZLyaqflR7PX3QNJcB66kCmeIUjMIAJzpPKa1cp607h4gbhx8BKd4CFsqQaXEwAQD7n6ZOhoqKioqKiovJ/Gdnn3Q0W0L+UfVioiOHBArZasEqiPDDTqBksyy0tUpL6zOTaxpgs2JX3j0HJoqvVho/dah8N/2iuUc5Qfh2YJkpRioHhsXxucjqfA8v+GwILOLuXNQ7NWMypRkIwAKa3LpomTin6T7VXN53/8P2XnSh9R9td/VB0FwGd+3HxsRNGTiL3TLZoQrLOIsvgjrbVxZc1jFjiSX3UN+NIg1CutMivy3PFzADm0hmN4VxnRTSTERy8Rl5hs8b3BQKWm52d2K0PYlcyH6/FPdA7O2GeXYciqoFNE8PBrI1UcknaIRtImXKskmAtglaAlaafAzN7M2Dm3Q18jB6ujEQs7l0+9HUVDWVMnDme0HsFQUwtaxyZqzRGhM/nd8zbNKINLCGAAsg+6veeO5YoWA32PMKDGXwa5XP7CGitDlI4Bc0IFtoa5RI2JimFkM1qxgVBpFM+a8BmTYaNhqx5atoRmX/dU2qaQCbthDOwlDQr59ykvLcVzIjOyx3zu7ztP7hv+fFPKNcJwAL714Dp6SmwzNMy5drIGY77Fp3bWbBs3vVg5q0RTCvn9Hzrot9lMP1fCWak78ebWzoBwEc4T98vLneNqKio/GOjTv1W+YeF8/SdkX3epwG8Z9FiP1iErXzRslNYMIXOgt28VgAokykGOYJSsIjcUTBDMQx2w4xMZIxTP/Q3erOUT+R5/UvPzDr3/bKn+dBdSzpsP5qvs1zli8x8xtSSimeF8l9VHJbvyBuwPBsqH5zI6vM/md/rB4smX2RSUooBQvCQ7PN+CsDTAH7NefqmF63yHNgNuAFMlOWm8RkAFBrNcvd3Np1eA2D4W+1rs+vLRrTPR8pTFkkUt1UOJ6o9s9bP5J/Hr15YnfjZC+sK40bhQrgGWwCkXtz219HWIcexJ77qNn2x8QbTQLE5ZTAn7ZQCF0KuwMtjHR28BjcAOFOLaBmAPELI2j8PL+H/MuxN3VHfvm+iVF8ZPlgquYv55I1be063TxbhjN9zc8f5CgIAz9LogR/+y15DUsdlHppp1q3UzyUb9EF5MG3TGomU8YeN+z738+sKV986PMURXE0pzhHyRgS2DSzT9dBUxkgBqmkxzfHKuREAJCczhnBkjJt77MFC15/Pd5WcO2rue9TTJFSYYo5vdq/2I63hPuTt4KtN0Vos9AGtA+uXlADLsF1sUkIUkdBoFpZpOdn8SMkxj0i5kwZOapEpSj40vnHyGsvUSTCxvBpMSNaCRZDrBtMWWquPemWKwe93rkl/bunJpRxBHxbK/xcblXGwSHMHmHl+GG82Kp1gJUNqpFdFRUVFRUXlv4P7AWzDgrkEMENqxyXrDYDpmAhYVuQaMCPTBiAD0Pa7nH1jB+Oe9r6UzSEQKRGWtfZmffDsx/IuUB0nX1OnC3d3pJyTbH2MEwKDKJEYmAZeCzZUpRDAQHt31cb1q8+PaTSw4TLTpEcn8mdTKV2g6uHvP09E+kThUew58pd7Fmff/AeAXwPAbbbhNgsvkZfCxTQk6zYDIL5ZxzGAW9kzWDKyrGE44XGHQAjKwTRZIYCMTivSlpUDW3r6i45VV84MaAXpbUMj7v2T1FVrGcUBUKQdvQABmjVJdGbspDhrAweAlw3kNrDS5xbl+82DmXT7lWNtI1kaI2kQfRgvWMZRkkhbl4/0WyEQ5Pu3ECOAVkni80+erXHp11wY8YkG06yIWI0uOk8IolmZpNqTzqvATNBtyvcOgmlqC4AMBalMQXMerJXRESz03jxKKQw9A8Xwz9tWrVne92omq5fOdRXrKUUEFFzhJIoJUKCJoQMsi/Ny5qICFbd4xq++5DqygwX214CZmrNgxmzOXE6A6eyXwQxHLVi5/gmwZyIfLh5caV70ewCsHRNRfjYp2168PrBQ/aaionKFoQ7TUflH5y6wZtkUzGAM4WKTEmCmUI4VYENROAB4PlxGZAo/2JTBjWDm4HYwUylQqkts/1lJa2WZEB0HgJ5QnusXQ82YE/Xkx8XHkV8bTklZIo39str16EstswBqtUTiB9L2srEZa/57H7jd98TLK49QigilkCSKY79/OH8Y7ObcAOArYNOe71V6VILz9GXBJhCeB8v0y5Wwb1N+psGMVcMXm0+E6s1h3WDaovE4I4m7a9tdq03zMY5DLJrUUjEkVLtb/AAhx3kiz3/pyCb/899z6O1fN8ZSG8J+74XzM41LRyr+Y2D18x8+co1b5DhTUuZeBhNhtQB2m4TsoWM3P3Xw6nVdY/0W/XLRxFVEywjZJxSRqbiB3rS8y7qkeupFAjpZWeY7RooThbVlfvMHj19X1zFaGLrWOlWwxjhvXG+aSdTpQubWMU88uS01feeyc8bHepsP/aKnOddPB2C9ZqwANt/t6nGbSTZcrwtzEgUFE3NbH5ptLn1Is2LHh/YEgjoD1a3YHq95f8VQxKuPuP+lrFejM2W458aqxFhGcygtk/yURAophQ5MtByHUhokZjF+5qD50FfvqDj5ywcKfZdeWAKhWgMn1QEYPJ5wn95kmhl8p2N4M6UIHoh6notKvAHMtBQA5PekbZaUzIdDae3widli8onWnaOSTHKlUBPKeQOYKbkDTGBtAuujA2XfOsAeAE4o77tH9nkLL903FRUVFRUVFZX/03CevtMArsfCxOZDWDCkcsSgtPUB03BmKNUmYCXeJzQE2eXGQPOn8s9v/WnpsdCPStrWPVZ6ZPoz7u4NOk7eBqC7P20pAzMdq8CMNI3DmigCUA7QAwA2cZwcAysbtsUThpDvhcLp8ccrisQ4fwYAqIzJiXb3i+OT+RvBsvverQ3jfgAHNt32vaZF+/wEgP/l5FPHr7NO0mBWoH8JV3oAGLNZfmTS5zRqheyghpcD6YxgJgRaMN2WBqvGKgKQRwhS9d4pWStIPIDR8tK5VSZLsjdv6wwfK4N9tgXUvwKtGTshYNVduaGdewHcAtALZmNyv7d6Qgbk18GeQYygtDL/pBzzHM2E7QPg+TRmAByWBJzzbYANrP+lGUDSWz3lkwlnf2h2WQagxr3RgrEjMffUwbgnkaBCp3IcJgGAUth8szaNLKMawM6B4YKT45NOiVKYwZ6FNoMZzBvTaY1zPmDNA4CpGSednHKtoJToAUJAiBRaguMUCGZNmAGlbuW4nlw4xDRbZIy2fbzh9JFjNz11eqNn0ok3sxbMOAXYs1kB2DPdi2Al6GVgBng9mFEZAXt+SoE9q+hy1xgWBqTOgj0PErCKqiyYVt8P9mzVCqbFewBUyD7vTeokcBWVKw+19FvlikD2eUsBfAFskAnAbk4ETDzlYaE3JcCm4hkA4POTa2w2PqO7r6DdzRPYcXF/lSjYDbF4X7TwxFOBmhWtJ5fEWlYMJAVBQotxrn2zaZo8G67A8bYqSvNE7fLyKf3MjD0WS/M232/LlwDEqbFlTtTcOqzlPNkl3y1q63vk3wsD9/3n+HblM974vD8EKx/fHS359JMtj0WU76QH8GEwU8uLhemKbwjEgbTl8IMzyzcDgI6IR4qFOD6d352x8JKFUqx6/77rzx4NlK4CIBcZo0O+pHF0Y0vvqro+37Fjn9WVPHOy2/PFwfVHAkbe7pDEREJLmu8t6DhfrYvpwaKPp6AMhdkXLfQ9FaipOd62JP371S9Ofv3Xaya/eufJwqczJfNho840f5iL2TZhJSEolTJkbLyvsNNUGPVcVTw8/V77sPlDndvx8aKu+PNikbZaGxFPdNdoo1YZBfnh1UuTiRPvLbtg9hgTtQDyXzi65E9XrR0ovXd6jRSnwvotpukjd7oGtoxnjCNf9a2qoBSiP2A9ulSM6L+15nAGTNheNRPWju7uqD3eXDPtGNUZsn+LVd1QRJP7z/98ydJP/kvr+atWDm995qf5r/SeNRYefdlau+n6yKlPfWdiudUp9S2+RrIy6RU4mouyTu6JFp292jx1IyEYC4jamc9NrcU3C09ni4XEBjDhs/y1SFFXZ9Jh+FxBdxMAw1TCNDMRs7S1uH3VYKKqAyzjN3fuDynnfh9Yz50jWOj3RMHEXgtY9Ps6ztN34u/8J6CioqKioqKi8n8E2efVgk2JzvXOzunsNJhJmQTTOgBwAKzMmAPT0tcBeEX5KYElFuRMqzd07QfHNo5K4EYWfWwhpRiembNZTcaUrb27AkvrR/0d56uiAGzus5KkiXBbKTCVKKT9qUZxCZnUTBl9JBpoJqsAmEFpquA4YnwGeWA97L9x5C/3PJf7gPhU3RodkT/ygG+5ZyxruR7M0OPBMvcApi/DYBUuANNsSbCEgyYwkyzX9zAN4DilyBACT9uZmmA6o9UBiAtClua7QqkpX16LyxHtmg9aqgFitFoS3csaRzgAcnt3OSJRUxmAKchUsp+Iztpen+SzLTVWaDQZACZ/MxIZB9mlfN7zAKyESIaVzcPTRkNGryNSfp4m5ZvMmqqwUJHjBDPu0tMzdgwMF+0QBPFIkScwPz9vEhrqJtfotKKgfCdA6eUoSaT3XFdFNpE0jIOZhM0A8iHSPwohaCyTcOpCsBBgVbQYr0dryCoAhlrr/IW3lQ9E/6Wyp96lT+UM7mawKrGqRed3ca/3l8Ce4crAjMQ0mHFao1wzHWDGpAcXZ2y+BnYd7gQzgVvBzMkKLGRn9oINAM1de7khO+1g16wA4DEAH1bbLamoXDmoGZUqVwScp28cLJNyq/JvC5gJZAYzoA4rq8bBbmabAKx8sPC05d+cA4JEuXPK645Fm7UACEgUk6MZU1aSyWBV+cwpk5C5AKC4PekQKrRx/i5nP//b615aLkZ02WNHaucODVRvrs8m4gIRp7R5qdbyjwyuzRbIK9KUNxo4ySFJXM79F6FEoE8lXAd3R0vuhFKGonynFOfpexjAfWD9Wt4UxX4mWJmLYIIn1HZPfteqyaxZkihKfhusPnE6XpDLxuOmEpYamfI7ygJy1xd39l93/8u+4be33XRy/ESB6ZuFZ7LfqDy1/pP53RdOJvJNyudMg0WtgwAmtpqmpX+xDZ0//ranMtXuQCisMWjuevFG/+CHRP49F85L0RmdpvNCWSib5o/tck2M7L3umeuuLxma7Uq5LF+YbKGGBElc6xm7/puFZxo/kd9z1S3Lu4wed7h21m8797OO1frNL753XVrip4amHK9/96l19M99pfMfcPUZARodyVg4SiH+dKZxQJLJ4LmuypGe/pKtHfMF+WBl/VcBOJFvzfQ2LZ+0fDe4LPST3hVJSSJ9fk5b+oN/f7n/0LlKCwD87Zf57mO7bQVPHO+NfOVXo1utTskGJl5O5Y7l189sDu+bLD+o/Fm80zLFE4JJABfCkhBcb5yJgtI0mOm9hlJYDo+XxaxUmgMrX28tMsanWty+q8HKniJgQkhadPrywcpxWsBEvQZMYB1R/m5ZdE3+WfZ5jVBRUVFRUVFR+b8M5+nLgOnCS3V2E1hZrhEsyw1gRt8WMK1tBAvSOsAqSM5gwaSEsq2zAI5+1XMu9iFnj8HOpZMAVgIoIQTwuMMxf8A6Sikf6uiuCIHSPACFohEJgEZnW4Cwl9uazmo9mgRJciI4KNOvtWG0KSblFJjx9cdNt30vl9QAU1HPyR/NNX50LGvZD1a+nMWCSQkwbeha9Ldb+c4CWNXT4qotHYCtSjsjU33tuBbANCFyssE7kq6umNvY3DB6pmHJhJUQKup16c7mhpGcri+qrvDlAbQPQAk4ogk3GbWJGivlOkfjYM/k83kdEGz99AQoPQ9m1nko5cyCIC4FYEzJfGIya7oBLAO2AMzEsyrfqYFSQgEaz2Y106PjbppM6yoliRsAMyn9koTTlKJkPmg+2HqyrjaRNDQp32uHsq0jJIMy2wCy+hDChF0TME/CyCdoGMBAmTkqf6T+3AaXPtUBZlDmhhb1K9cCwGYDlGChqqhZOfYnlWOaBnv2OQimjVeAGZ2vgV1fh8B6aQpgz3WHwQxkEQutlnRg2ZorwEzJQ1ho9bUf7LrNDWC6S/mnoqJyhaD2qFS5kpi9zLJcZGwV2A0vAiYwYgAGtZy8rEwbB9jN6nUslFfn8P4v37JTo1nrJg1PUVgQ9P60pJU8E6p6eaVx3mLmRXNEFgJzou5MefGcbTTkETcbJ/d/eePRHV/4qa/d8G733DS4FED0AMCDOucmBauy7RMANk5kjK0/9dfnhMptd7TdVfdky2M9uR3gPH3nAVwr+7w/w0LkEXOi7sRAxvbG9LqErGn87NTazs/kd0snY65TL12otlmP8cOpFdQDQt4IOuydLzYYfUsP35XX3zRw3D0umbmVZfq4EQBfJKQcfwnZnMqxbAKA2ayuayBtpX8LlzdpCB251jZVodHSms9+4OSBh3e3JAaur7N+5vUas3Y9N5yI6efuz+uojGa05zlA+lh+z5rTceeJ748t10dTejMhOO/UZNIBURg8Fs8zeblI97EhrxmgDXfWtz/78NwSnNlbmS1fN2d8d93YDh0n6+9y9u17LOAtu+XoDYe7p0quzn0PAhr49ZaX+8HE2FZKsbrN73npaMolaTWiKZMVYuGocZi3x3YkbTR6tLOsnlIkY2He/rYP+NsLyzIusJ5KuWtkHYCxQFp3/pmhul3PDNXj3uZjhz5Y1wGwLIAjAK6t1MXxYV1fbhjOifmUvv+HXWvEPww1XP/Xq/+S69EEMCHUrVxrJWCl9JNgwioGgKMU6ykwyBEQMJFmBBO+9ZdchyUAbgbwB6ioqKioqKio/N/ncjrbBVYFUoGFDDmb8toxMLOSB6tu8oOZSZcyA6ClTBt3lmnjkMAd/HXAGwLTUI2yjI50SKvXz9IgQLiMBTOyAYnAEl7QO+g+SYdluQ1pUhBBwQPwgdIiey9qwbR/Agv67B4Ad+Tec0/zXzMAvn9H2125HvE5KJgxuRgfWKZiDMwQ48FMt8Vl5TyAkYGRIs5kSHINdeOr9TqxB4DdZk3sBDCoFaT5gvywlhCAUjiDIVPfjN+WD9YDfQbABmrmMX990WsFp+AiLCPSCSBjmkJUCEGcX0kJ5Um9Jy/4aiKplazmVHHH+TJtUUHooMsZ4TkOYWU/e5R99VnM8RCieBFGSsCTfEnS1J9ur04VFgQPzsxZzbLMrwQIgZJ1aLPG9oYjpiaARJRzmG8ZRKc2DR7MmDYCOEcAyTCL0VgFxGprSAAbZGMF08KScvx3Qel/qRyjJuV4HlLOTSWYuZircJpU9mMvmAZfBWZqL+4z3wsW3BeUfakCe96bVM7ftWBZlBnl9dxz0xll/xbzCQC/hIqKyhWBalSqXEn8BW+OhuUiZUYwoRIAK0MZBxaEjcISsKgdwKKG3JmEc86lyVg+6Do9/Gy4YuxCypbHE9SeS7pW+CX9bK0u4vzhdGOo9+Vy25JrxsXPbXrJWV8S2/jtqaUvBb9j33mLq+9gf8p69GjCI0gScT72cPFkzxnTtXv/7Dh19e1BT0gSznzdt6JloQ0lAHYT7cGb+SKYAGygFPSRuYZc/x9wkCfvcXeF63RhHwXSRAet64TWNRXlGvPO4rB/Bd0MQuBJJ159bP0rJT8ONAkP963okCh/CwD8adh7+LaKvnoHny5za5J9WUoyPOj2X84vOXQ8kb8VILnjWPipibWd3yg8q2/On00m8/i8lNWs1xC56edXPZd8aGCl7/cztZ2/71hu2lE4vPtnG18TVpkCN3y79ORU0K3vBdAoU4Q/e+yq8++oGIgWmsLJt189HP755FK/1zGTfWaumnvndV3mt+eNNnAEyYzMTf4hVLWGUgjZ38z34+riDoHIpjXuqRExLxVy6RPoStpSS3ThV+45sd11cLq85tzbH284PeY+/cMSDAkazAPk2d2xIpJfFp5OpjWGB54c5lZuie1adFynwSLtMoAypy5tP/m2J4KjMbs/K3NhsH6hAMuA7AXLMC0Gi/p6fjvQeOFFX6XF6YgeLDFHSi+59laDCSgfmHAnYFkCXU/NV/n3x4s0tboIvc/dUUcIZqD0Hr3kvGfABN+lvVdVVFRUVFRUVP5vMQQ2SHD5omUCmMbxgGnUs2DVQkfBDKXFAjcPzDg7qiznwDLnbGDmXD8A80DaagQbnLMLQBchMCegDacd0HNZpGQDuRrASVC6RDShv/AwJuIldCpaBmPagUikChsATPBxHNeksBpMUy/e57W4DE+2PDZwR9tdnwHwiLKoFax/fY6DABoA+SjAWcE02y1gzxa5KeZ9YM8Y2uaGkTjH0QZCUACmMyfAKr1m7bZY2uMOLovG9AMd5yt0sszdsOhzjKD0CJeF2TKKNFmYan4ATBPqtQmEPa2Iz62gYz44m31+R5E7L7w/EjVvikTNDRpNdl9hQTDpcsR0gibl0+mQzWQQHR4sIKY5kHgVuQbMYAVATk/POLeCJWy8BhYsHzcZk/5slk/rtNnudEbrBzP2dvAckmCl1H8FEMnyOE8ITJBptrR4TuCNaQ7sGWuxbj2kXBsrlGN6SDlmAbDMz1wW5ATYdbZEOW/tYBVG58F0d3TRNnODRyvAMioHwK7FpWBafRnY9WYH09ZxsOt3Cqzv6mJmAGRkn1dQZgWoqKj8g6P2qFS5YlAaIf8WF08BPwVmFuX4HdhNsgFv5qL+jwAgUaQ/ObG+XwLR3OtuH/9rqMxm4qX5U4n8JXe5egd60zZyIFZUkEmScN1A0HfhjOB+x7/7Yy8Ey6r6f1BXW/Xh/sPEJl8FAOd7S9qDU8Zq82l/N1csGD59R/vE/kzBdZRFLkFAA5XaaPft9pHWxoqT977Fd8wH8JOxjKnoa76VmwHAxGXbHyw8XWrjs+f2hgvTv+1uxqPrXsN80Gh751ffKwLYIgk4s2Nnz2ymJMMXD1B9w7qp6G8GmnVtc4UVgk6cWbF0cC3Hgc99zveLju/fHyuOvhQuuRaEZYPmoBTxLfAf/kD5hV0A8NuBhhM/6V6l+fiG1uhRX0nwzvwe76dP7hy8rnjQZHZFybusI9piR2wTAIlSHPvK6c3aPww15Mqa4dIlAr/c/MrJPbH80IG5EvH5lXt2AcDBmOfUS5GSynnJ4JUC8tngMU1ouKhK/63lh5KU0vBTs7WpBxqOavyyXgbhuH2DlfZURk++tvpIvZGT5p4PFfv+GqkKAiDJJKF5SYpHlh9+N1hkVpulxByXBKrjxKiBk7dRitcJgRUsY2AXWLP0AjCBo8XF4nxGee2YTOH+8PjGCgkc/6+OgUM7LNNbwDIGOLDI8GmwKHArmGg6BuDq3pS15/uzS7UbTDMTN9rG03ma9E7lGjQq79eDRfLLlG39hfP03X6560JFRUVFRUVF5f80ss/bAmZoLQ6qLq4m6QQLAO/EJVF4MO1kAdM5OQ4q21qRlLk9R+Nu859CFchQoR7MiMqAVaBoR3vcc3Njdl3KpvEAcNkv0DHDHCRCkQdgqSTgzMwGshKsMiWim6IpZz9qyEJPQoD1OpwDcOeRv9wzjstwR9td7wPwAJj2KwbLHDwLoNzEZduvMU+QVyMliSQ0KwHSD9ZH3gBm/JnBzDGd8lMCK5GfVtZjB2LOfCISNYd8s44ygFxaRQPI9GDhYSwlLIsyTAkuyBrM8FnIFDAQADIP88w6ZCHQOKVkE0DsyvGPg2UlKrqewuWIHovF9ekC7ez4uL/YTvXkJp02c0yrzc5FY6ablU99Bcx4XgZKJ4lEe8y2JFIZrZTNChoAVpKi+a4uBLRx2AEUi8DheCmoEAcJeSndtKUnnyN0W4txrv0660Qyj0/bYrJmtkBI7QDLqB1VzqkOTBOfU/Y3VzGWMx8BZj4uvt5y+joNps0XP7f1gVUuTSnnfymYTj8BVg4ugB1LrXJOesGuRRuYzs5lV3o5T1//m86HiorKPxxqj0qVKwbO00fBSjm+jIUG0jrl5zhYA/D3g0XrLmUMF5cSAMAMT6D7csFZooU4cSBWiI50XsuxhHvNz0qPVqw1+R3vcQxtJ1QOXhgqc846Csoa30XiP+5aZazThvruuOX03l/UHam8z3Vu7/cKT4wGQ6Y62aAxRzZ51oYqXc0/eHWjI9Ca15pHk613OXtPPVp61PYVT/vmGk10u+zzflv2eb8l+7y3KUN1ct9xjvP0vesbvuUfBvBilTZy+EfFJxptfPb0XwNl6Uc7V9EPVnWVaTlqe+TPG7JgA3iSmiytelvNgPy1pjbuObFKZ9emhce3vLTscxuPXFjZPLhusUm5yuA/59Rkt99uH3FXHeOOhk46D1PK+g5RimRPf3HfD06t3yZRMgsA/1pzHife9lTTestsIhUwlh2MFw0tax5qDuVJupcfX+n51Og6+Uddq48mRc1gQtS4FpuUADCfNjrfvve25p8f37B5cLhkQzyr8X2qZ1PXgVih+T2OoTkCOiMHaVI+Ica+tP718HLX1NxxyR53GKMy5XjHSNosPBGsoUvLJ+ZX1I5qP3V+Y//ItN15vXVSV0wikETIobCJMwrZnGAWAGyZyJgSn5lau2o4YyEA8EqkmMgUpWAm5atgkWA3mBCSwYRVjgIAIwDcoxnztASOB4BnQ+XLKUUcTKzmrr1cabkebPLiUgDw6iIFvyg9WvV+18CWPE26ESx7wAYmqAiYOKvAwv+H1QbfKioqKioqKv9tcJ6+NrCMuIOLFifBSnr/CuBtAH6Ai3ty5xjExSYlwKr3WijF7qMxt/S7YO2aDBW2gJV9u8AMT4kQoKJ+1pXvyxoqy3xpvZQd1EQRjFQiA5bBeTKZj6CyzXoAa9OF2CJr0AmWtHAQLNuuGcBqgP74347f9dAdbXd99o62u2oX79CTLY89BWYq/gDMOBsB4HHw6XO3WkepXzLoflRyouaR4tbc/o2B6cXcAKEYWE/OrWBZpJ1YZFJSCgyOFFt8s85KDS+5G7yjpzUa8dyiXTgBjmxMetAJsPrlYD0is6uxPmWHbm4VuKQTWUqwVAgj5c4LG03GZC9YQLwGTOfyC5sjmA9a16czGm4sVvhOqicGizn+SsvKgdXNjaMrNLx0BExjFgNIgNJDXATnTYMkyx82kmxGsw4AhCCNeE4gKcRRKvHwU0DOmmHSxICMBZTLEo59PaI5kXCv/Lpv5aZPTK4v+Y+ZZbkKtjmwMuz1YIbuCbBAvhZKr0tcbIDnAv5WsAzL3Ovtyu+Lq5g0yvJiZXsFyvIM2PXaAqazfcq50oMZok24uARc1doqKlcIqlGpckXBefpEztP3IFgJShWYYMoHUM55+n7CefpEZdlDuLh8YAYLZeIAu7GdA5Au1KbG7vN0Wm+1jzUBVAaLyPUCWKMhlJ8eLJAjUVN071S59HRXc4E/YE1mhqz8vuM1BT/rWT7xw19ss/32bNMpmfI54wr5rvBpWy/BeL9b++/O3spN5tnVYpYb+tEfN7wejukqwW6q9wL4M4Be2eddXHqCX7c83vM26+jNX/G0T2kI3Xck5s6UCXHPHze9eP0mz2QjAONsyMyD6Zv41hXDJxtrpy2fP7UtPUKsLQ5dsvzj4+vDR7P5JYS8ccMHgDE9J4WU38VP33x8zfx+93JyyHoon0+emJhwnfYHbCtSkkDuObHtNIBXKEXjf7Yv3f2t2WW7oi5p/HcdzYUj+0v6zo0VZxym+MA2fl78z/Mrlyx99gNFc0mD/o7azkMAvbRHUSHA6b+95lBvZ9A9NZyw6T+Rd6FypTEg3utu75OCVP+5D1ww3Ooaq/5xoIGOTdiFXl+e+aMHrifauMa9sm2MHDxfgOm4flJ/wBz+6uPbO6czBtt780eaPmzurRcAkhY1BGAKCgA0RCZWLhNYoguXtMbzX/5TuGrrt2aaA5QiAmYoWsCiuTvBjMc0FpqAAywqPNyeciRcfOrEUn3g4N15vaMS64szv2g9GUycLQcrRSkAAEIQIuQNQTQE1puHAzMr9WDlN6lF2zkKFRUVFRUVFZX/RjhP31nO07cNzIyrB+sDaOE8fW/nPH3DnKdvN4DtWDSkEExHXZoQ0A0AlGLw69PLXS9Eyl1gVSjAwkRxgOn49QBKyv912FVcGMhQkZSEalFGRFCwjLtMvBCmN7Ys0Uz+SezhRVwNpsG2Kvt7EMBpwZVZRTh8AcD3AfTe0XbXw3e03fXGc8CTLY+JT7Y89gOwllKpfD554Qv5Hfxmi2/bB1z9V2k5KkZkXUhZXQYQpxQIhAxTlGJ7JKqfn5x2tFKKmnDEEMQifLP21yWJJwBMoqRxEUJia5YP5LkckT08Jx0HM+80oVqUpBzYPbcS/SkXtPlnEIEEl2gmcrARtrQTJ4mEVGjQmownjFQ5vsfBnlM6L3PmtgD8XoAK3qppM4BjBHBIMmkBM5FHAVwrhEGtQyBCHNpoCWrzTmMeInVp/TBKPCZjheiMrJIQKUWH6AQXbsANGQe0uiAESpErxczp10xE1nb/PljZSikcYMMvj4EZt41gRrAXTBu/Cmb65igGy44MgbUFaMWCGXsQC2YkwIzZWO6LKj8pFozHEeWzW8C0vQNs+GXf4lMDZmaqqKhcAail3yr/Y5F9Xh3YzTENdnOsVF46DRYBLQe7mdWCRYCHQ5JQPJy2TDYZgrMCoTsB4OHuVS8Z+KxZY8yIrXCVzEfMk3ySivK8QH2chbdYElorUqH2/oo8SU84AIEbW9r15/5UK0+VGap/teLV4a6uQsMf9zctfeSzL041Vc14wW6c3kW7mwawRYlkX/QdopLmx3pOulMgVLvopePffXpz9LzfRePLEtxHl7Wn/hKtrPyY60LgOyc3Jh/f8vK6R+eXvH484a4GEya5Xi1dAJpWJqKvzseMxq+uam38/BPXHPv4hkOGoQK7+GtfvXajHNKWmSPab3e3pA9c+4wnHNf23fPwDfWZneEhvSe9Y+5o3qGx2Xx9yaYp7g4MzO7bW+e4+93Hs5PURG8uH9wKAANh+6sOXWrtfae2duyfqtgKADXWwKFXd/3J+MJY9ezplBNf9568FkD/eMY4/1XfKocckkKeLjr5rhvPG12ivGzH7ne7DLrsmfZbH69+7EHP6akpnbb2m3RentTSMyGP5b51xw2EcGYnnynpiTqGOiL26XeWDHse9DXni+CEEiHef5N13OEWUut2R4qO/SFUvR5AukEfPPBhVw+x8aIObLhSGsxIrFd+WsCETARAbrjP4vMVB8vgjVDKpigSAhELvZtiYGZkE5iIt4IZoBawSPEkWCZsobK8W7ke13OevsXmuoqKioqKiorKPyyyz1sCZjRuAvCwsjgEpjc3Akj/NlC1b1+s+AawSczNYFl3I2AajAcz3ebANFI2FtfxZzurrfYumhCNmDJPws7J0ETL4E+6kWcZgRESRgxBNIHSaVCaAscZAdRSYJAAm2yrAsfzrp5Zd8nu/h7Ae59seeyih99PnXrvDfcVdH7fLaRyWX2gFK3Phcsiz0XK9WA9JMsGR9zDU748a0F+iBdFzhhL6DKUEiGbFeIbWy40EIK8VFo4efJs7Rqw4TAmUKrVasXY8qVDPo5Q7kxnVROdEwYtY3CHqxCSTCQX2NdrQ5QXjWiStUQGyx60CmHKu84hHCsHiZUiBp5cDZZRGAMz/TgwU64AoOm6momTwbBZqiybiQmCvC6R1Pacbq/ZCGAGlE5ZBjFM0khHGnAjCGkzTlMrl0GWEoTjJajmMmg35cUkXULm4mPWwmQxAiBkPYAewU+xeteFpEYDSTnf3WCG5VYA3C9Lj0xoCC1Rzv2Icm63gj1jtWLByD4C9kx2XrkGcgZyrpVSbp1aMP3dAqad88A09R6wgH892DNOAZhur1A+16R8Zm54z0ll/f/kPH0/h4qKyhWBalSq/FMg+7xvB/ALsBve4ogvBcu2HAaL5uaIg938AmA3YwBAQNTOfm6qxQSQebDopM0sZybPP1xv1DdF9RZP1h+FVjM3beS0IhXuX9kqf/uJHdUgNOvq6/H/9bXDm5TPTIPdNBdznPP0rb9kGWSftwYsKuhQFp0FM8GEjEym9kSK27ZYfBX3TLXU/aT4+OR/zDRPTWZN60RwGkrh5whNEVDRq4sMp0Rec2HUXTBwrHRcOwensSw+5RYyhuKC4YR/uekmMyeefbj4eB0Aw11jm/opQcF28/Rpu5jN/CVe3kB4lAJIBkOmo7N+m+bljX81WzTZ9HdfWTuvbYl4PpF/IY+nMO145V29f9z+N4NNSK9ofPaDMkAGvrl578htBUMOEZw8nDJHGozhLTNZ/ZHWuDv7fKTMFXwM/qZtnG5oRCt6m2LcCzO19N9rz2Tu8Habnv5RQeqG9/mtJqfE+yVhvlDICv/ha9adO1cSe2TrAZPbkNwBRQT9cLahoyPlatYR8cLPSo7lEYKTMUlT/DN/3eT5tH2pQOT0L0paawjBObAy7eNYaKZ+OClySYNGvgZMBM6DGdqtADZQCkl53yqZYvZL06vSeZpU3+fc3QATZCtxcYnJGWUZsNBPNddsPAAmqKIA/qCKJxUVFRUVFZUrESU5oA1MOy0BK+sGADwdrDq0J1rsBsuUWzzItRWsPDeIhWQCtHdXHIpEjVvy2+jRZAES5nEYOAkBMH0VoqzsvBFAPz/gy9I8i56a9bWikUzLAke0cWwueNvEQXNd9KK+9ApXPdny2OuX2f9fAPgwAFCK7CP++u4zybzlyssvUoqmrp6yeChsDpqMqeLmhuECjYYaewcLD8zOOdbWVk0dceeFa852Vo6mwrpi4zSGNQlq0w5GA8lGq53LTweSdm5FJis4HRdoq2GO7AjW4vVkEeHANOEpMEM0N3Rnj/KTGKeoydYPXbAGM6liYgKwCaCHXY5odD5o3QbgNEBXF3kC+6srZvLAqsbCAJpFkThPnPEelmXepYlRwTKIKfDQBJtIRhuglIjQZ+yodHZhYH4FtFZLPNPcOKYdn7QHRyeKdKC0mBB5koIvJ0S2blrbU4WLDcVTYGalYZNpOnGXayAJ4Bpl+UowE9oA1idSD2auzoIF9GuxMEkeWBjadBqsSokHy6xcpSzjwUrKc+cFYIZurvT8KNizXLtyTCWwZ7U5MK19vdJGTEVF5QpALf1W+aeA8/Q9C9Zb59KyFAJmHF1qEOZKgy+Kxjo1GffXPOd8RpINANQLoDGc0Xu0lcnMsprpuSrBnyrWz8fTaYH/+NYT8QeObKGaxtj5srv7J5KTMd3EkPY4pRjFm01KAFgn+7zuy+z7AICtWZmc7Q/bz8kU1ZQisT9aeOgTk+tdvx2uNw6lLOkM5Tq/OL16bixrtmYpJ6cm9bvF37gT33Cepb8qPer6YkGn5j53x/rJp8uN76/rzNRdNeZPTxqliXN5thO7V+dvnwruv2VmNvK+B28/NZw2nqaEDALk7P5YUcuzqfJrCY8k2E1/wmGPrzCbUvoNL7yvom2mMOoaHxdOn7FFPz6+bnL77nd0TcStho1/fh++/OjOQ9W2+X0AGh4ba9J+enJt6X3Tqyp/PN9YPZPVz/7UX1d1rXVy24OOU8XGvjj563SFWB6ck14NVQj3NJ7UyiGN8MDhDYF3fWp2qT1P2iJwWFMoZOsBmD9i7dVW2QOmlyYqk78JVO+lFGEAmBaNeQCw3TztJwT5AKxmXlz2+YIud5kQH3UE5YFAxHB676mqSTCj0A4mlvcB2BxIG+0/6lp9lFIYwcTNEQDBjMSd+F7H6hcBrKIU4W/OLI/MinruTmd/Ddi0Rg4Xm5TAQol4G5gp+gpYxLcHzDSPKtegOoFQRUVFRUVF5YqE8/SlAbwDTE+7Fr92o2WsCaB6XGxSAkyTn8UikxIAltaPrs93hQ+m7YhaR7CTk0ABVFEgP2WFGKqEGKzBAIVMqMPEk0QK+hdPzQfrMlKsHCYKhHSe1OV0NsDaQ12OjwF4KCwJM08HK48qJuUpAAOUYufQaP5INKafddijUn3t2LBGQ42ixHVHo0YPgLP9Q0U42lavTyT1m+09dNLWnTI5Hz0ZMO+9YLGejYjmA7LTuY8bKDgkdtv+2F1EgrEzoglRsNLlQbCy5RvA9CLANOV6AEWJIkJDVRhxDMBgGaFZZOg+lyMi63RZJ4DzJmM8tW51r1RdMdMCZgqmANxMKcaSKV27LPNmAGtEMwlIBpCQF1rI1O7shtnRi0LXGYzEikBByE6tVjYTgp3+eXsegCKeE8edjpgRwKjRkO4AMxMTyj5OggXgywCsOpPIs4Np3DEwszQ3SGkETPO+Bpb9uBrM0O4BMylfBTMsx8F0sgRmSh4Cy8g8ovysgdIHfhFhsLLxDNh1lxvQNAo2WGkWrDc8xZuHP6moqPwDc+kNQ0XlfzIPgAmUS81A21usT3GZ/0YqtLHqn5YeP5mWOddfQ2WHd6P06oKNs2c+V3227Mevrz4Bm2y0adPhP/YsMcZMfDJi0Tkq94ci8jvqNXfuEnSf/NLAwE13BCre4jPzwG6qF1Hzx7u7wMqSb+MgzxY4Ip2llbPNem02+sjSQ8vSlEsDpCwk6VAuRPe9lxsd+1zvdl1CNJ3f9cK7tHcubacGUyL9lwvNs9NbuJ4fRZdbrV2pOduZQceNd4ih303WZw621nhmE6aI9ZZp74OzK86DDZ1ZjBdMQKwFQB5ceiSyZu18XudgQeUr41c7N2dPt+77hclWcO+MJIPOkeMW7/Vf7pCGpptKEHZlhkc9Vxsk6QVXSfgmAGhPOo9dZfZJRk4yGsxSYdH3NFp+cpC8o26wNyQ7A1tdEwU37H6HvLlhzPD2s7s6rysdGl5vnqEeLq1165L1TmM67+stbWckmawHh/7ulG0USeHF2aTRyQmyfovZVwEgKsownvQX7jNbEuSL7o7i6x+8Y83bsTT6t289VQWWpZqL5p4DALOQNTxyflXLqbmCsz/duGfeps1c2xlw7b/r8A1xkyZduKJycvfzkTJDTBYav1pwrt2pyWxXjo9b2ZZbOVadYP0v94FFdnVZimqBwIGF7NgcKQCPvcU1oaKioqKioqLyDw3n6euVfd7vA7hn8XI9LwcBUv0WbzNcuoDjqFBTOe06Nm9tShag39UOF0fRECvF3mgVuco0QLtkLUJUwwmSVc/JRnNaylsZNBVnsm7PlKbfXpSotmbL3uLz8t5i36U72u56DsBnwaZ4nwYztmrm5q0Hp3z521YvGzhuMGTWUYrs2c6KvljcMAmQnAFWrQ3SLssw9EJAbNTtaW8jFMUA5vWHLqQASLLdKCCSdImNpSHZbmrMWtCIhcGMOQQw/bgDLKuyAUCDdRynCRC3jCJpHgX4PL1nconWTwSabW4YL9Fo5Atg+jwJlmwBWSbuc12VBrA+kDwAXcRLdgJ42dpNk5wMTdqKCW0EsrMXwoyddqTSvD+b5Q+5nNFUfNK4XaLCmkRKdwDA20oK/S+D9Z/Ugj2r9IH1mRwG0JmvSYkxSVNp5MRxjmAHmCb2ggXxPWBl/7mp3xoAJQBeADNos2DGZinY884RsIq2g2DmJ5RtvKycw1owLe0CSyw5AtY3NdfTtFz5t5jlYJVOKioqVwCqUanyTwPn6ZtUhtb8EqwnSg4rWFQwAWYYpZV/uSl/l0ZlTwJYo+NkvMs5cnVE1h7UlFO4bMm8og2z5rGEe3l53sSpEp8Y650rtBNRdOzwzqb2NJorkjeb/fqsNgqWaee6ZLsiLm4yvZjNAG4DABmcezpo3zETsk6fvvVxyaIRp4/G3OMAHQUIt90ybaw1B2uXNfqG++tM1VPTJZHfT3r1u7IXhnlnalCTMll0A/yctWtUI73bFnttxKwp5GO6sF4zWv5vgysIMHlvYXvNl6ZXRwByaYZgPVgT79OUEgmA7K2Y02l2zvteeG2dmzeOzY9PFtrS0C9t3Dy/77HZeqfVkpJfv/mpETMnR21C+qZnA+V7/zBba6gvCOWV6hJLAOwLy0JfSNJu5gu42a/0Xe0cCLk2rhXmXrHP+FIdJ2Vt+ZdjVU91LZs8VjVtPHWuJv2uxs7jn6k6V2rkxAinwcnWWL7YqA8JO197d8EDLa9PXVc4FgPQHUzryFdPby4os4QxmSHip/O76c03d+11k7TVYUltVr5TrgxkOYA+q5CePnD90y4tJ4Zs2owBAMpM0dXhjC72wjV/1h5M5Z+LysKKL7g7Ryp0sTemLp6I5022GP1XEfLGRMhZAIfa4q4EBems04XT906v3vjj4hMDWk6uueS4et7ivKuoqKioqKioXCl8Eaz/9pfADCTMZPXTyu9xMCMtp7OzYNOgL6peohRyV0+ZFiDI2lA720JnC06iL1qBqyBTapnElowVL0fKYNEHhQjlUWbMCjMOIUQL3OFVRmPqVUJoGUAKL7N/g39n37+HhX6JudLmfTptptidH9wXDJvSM3O2VpmSSCxu3AWW6HAaTMNV2wZxQZhNZbWnBrsIRTmAAbBniAyAAqnIGZBqdMO0NG8rAXp1ISTSTlxanp4Aa0dEsdCLEv7lCJmmIBjmoEsZEDb5tUV5MdDkptQ4z8sr4wnhkMmYjYD1By2ORvV7kmmtBJBdYGZwJxQDUxugssmP7RToIGlMzqyG0TSDpKwniVjcWJDJakLFhcH8cNT8WjhiXC5oJDG/eG6fOz+aBTMJJTCTkoIF4zUA1oxmLSefClb77nb1FoH1I92mfCfnou8XBnvWyQcr1XaBZVxWgZm282B99TvBTFEDWF/33LkzgPWszP09obxHA5axqcFlzG8FVWurqFxBqEalyj8VShn1VbLPWwvWQ2cXgI+/xeobAfwOwHsXLRNx8RQ6fNDVtyUha3oBwCcaeELQrrFKO9L29NnfL3vW8PhAc/+J4tJiZMn4qf6aTb+45agOrAH1crD+mHNgYu0C5+mL4TLs3vXMzU8NNB56brTWGc3qmgBAplzhRMw6XG8PrNlons10p+zisUTB5gOxwiMbTTO+5poJcTUnzzzU3Jo1c2L1715cHiwvmdWHYsZAPF+XiW2s1sOeFszWWEKe0CX0V/krIg8aer78xROVHTOFQ+YwF4UjUxqTNZUAGQATWi0AcI15IrjG6F/uF7UHJEqEEm/AYJgPpH746TOFPx1dE3ixc0lrMiN4ZhyOOUGQEcrX8SXaECjF8XRcnz3bWX31bX1Fwe+27H91a+HEdjuf1b7f2f/KY4ElzaJdjrvERKu5OJa1vE3SWiQpPdNvPC9nNca43zTHcXL+oNaQvr3t+vknl+/JFhiS1643zXV/+U9bB3a5B0b2ygXmZam500IgqzuYKqUHZ0rpMk92rZMm+zpTjilfo5y30jazuNQ6BRb1Fc70eoJuR8LmcsW7fjLXUPQpfVdEz9F+my6T+NPVz/oLDIkd0zETf7N17Gy9PmwC4KQU8u5o8dFnQlU7mvTHOk28uBSsh04lgBobn+35/lyT5h224fMZykcH0pbeBkO4DEyA5ngrg1pFRUVFRUVF5YqA8/TJAB6Sfd5HALRMZowF35lt/gneIpMRQC+YUVWRWxCNGY5GY8ZcMBmynrhn1tIL4IhXE6dj4JEXWI61IMSZdNOj+iAkY32EFHn96wH0WMzpMiefLv120alsSNL6h9KW6f60LTaUsXARSfjj5Xbijra7KsBMxSNg5cW5aiu9zZqq02gChjMd1Vqw7Ek3WDB6WAhRmCbg18Uwy83FNNr2sTQfiAFM3xPle/XJJp2PzEWKSHn+PGWDPMvsPcgGGunhrBV1kBHmswjIGiSphgDMqGsoLJjv9M/b+rJGTV6kBmWRGlzg0rTG0IYLQgoGckQv9/TXvh6toqVr1gwIAGYliZM6LlSslWXOCla+ngRLePADOCyasZFq0B8vQpjLgGiSSKbNyEKmcwZjOmUypm0A0s0No6AU7YRgDVibpBeU762XZWRlGVqNBi4wA7oXwPakpDncn7YGioSEzsyJHGHF1imwFks5E7EbzLzUgj3/9CvrRMH6WwaV9dJYSCa4APb8tXjCejVYv/c1YEkkSeW8ZfHmoaWAqrVVVK4oVKNS5Z8SztPXL/u8IwB+81+suh7AhwA8Ahbpa8VC02e2LQJi5kU/gGyjIRR7n3OgMl+TDoZS2qkyU9y2XBzXTAbtk3cW9NgPo4GYNBkXmOFpVf7VKpsaf6udqLaGtn995dEVX195FGMxy9RPzq/q/9uId/lzo96JevvxSgCaD7n6NnaknB2jGbPxoxMbBrKUt1i5jHlLgS9rpNLokd6yhKllenNj3TiastN/efWgx+hotgRCz3NcaoYz4I/yrP8aV+qOoRv7QyFb457r/jBRbIote9xf03YoUZiLXh4C6LK32Ubrfh+s7NsTK16/0jB/4AHP6cxohbYo4tBNlvXFI7doh0xF1eHYKwXOwlOdNalfWpfO/6Dp8JrupKPjNereYDIk+wJJfckHD19v/MKq1r23lfXntYYLNAA0xQXz+QlbaLR1pBQ32Uclapft7ea82IGOoqUfcw/1HrHGAhNzNu3Hi7t1TiGZTKSE48f7i/xdWQdHXprmsmuLI3c9q9Hv/EyKe09jL2krf2LmQLxo+mrL1BaBUMtNtgmAlZ4ALBprB2v4LTTXzLx+38+vyd5/x+u8X9IljsQ9uNoyXUspwj+NeZfcqR14/pN5528G6yGUlik8v5ivO9eWyN8MgJ5JuiY2m2dy/XMyAODVRbQPFx+f1RFZuNo67QErcRkCE2UNyrrP/BfXoYqKioqKiorKFQHn6YsDOPDltrvux1ublABLGvgIgDsBrKUUiQt9JXWXriRrSSUAcCKGQ15MgZByAP3QEU22WJrxUbO9nJIEB1oFoLNKG50SCC3I16QL8zXpwrUmf25TkbfYjzVYGH6YBTO+eLBMP4ginwQrJc5lUHYC0GRtyEtH4TfOIyD0z4DzRwvAMkSPg/WZHAHAcfE0lR0mv1xgNyGSiMBqLOezaM0/h10UOE8UPSjq4JttoSPgSBBAfHrGWQmQJFhmZRhAShYwTjkIkKHTpJCPUQ1vSCJ8Rld1hONocSajyZclchagjSCkATId0CTwOuWQkfSolwWYZtZhhPKEByCRLG2kGkRAIWWzmuh8wBB3OZNxAE5CIIKVUpuwkOWZIQQCzyMDIMSB6mSgyMJlDnWmndd2zrIEyk/knT+3yji/HMyYXaUct1xfzqByfGxgJet6MCP1LFhJeFHu2IE9e61WPjuoHIeckZzLgA2DmZuC8lkSWNn4BmVZt/JPRUXlCkE1KlX+mVkBZhj+PaoA/A2s0fM7wUzLy5EE0P0v9hEDWDmD4ym/V1ucjEbu8PTvSBVww3vHK3LiiODyw3TGZJ/XCeA9YNHcKFhPyP1gN1wAQJk5WvTdlteLPlF/ZvI7HWvjymILgOxqKTz9kwsrTQ3e8XqDIAaSMh99YGYF2aCbnRoRLUL2rK57ecNooKPcs5M7FD2v7/HzLW/j+c6wO+X+ME8jz2V1Op7g8zee6Ir49dpiUwxdacfiHi9bnHz60D1TayuSVAMA0TPJvBv0AelwZXlydDSo0961ucPzjNyYftXtKi2yxkf+dUmH/PT5pcsP9lcZW5b3u8EjtXfXM1ZIXPJDR6+JHuacpX/tuNpPQGPu/KibjmpfWlHlF68pnCCBflveHwVPfk0240u4Z4beV9a3833oO9kftvvLDBH/b/cvJ9ONkvFMb0WW9wc1zmUWnNeb3HUPkNB+f7HkTIQT12qmDNdZJ1cAOJyVSZ3A0Sowg3g32KTAagBJieJElGr47358dy2Aie+YTmkJgRkAetPW9gzVbHl0fkn5El34lEOTcQKoeT5celgxKc8CsD4ZqNnZYpzr0nFyk3LOJEKQ1hN5HYAusGiuT7le9GCR7n4AT/+da1BFRUVFRUVF5YqjQJNsmBHfqhL3DbxgVUw3TM84dmSywifftIZEPZZhHAEgxMphBFAIlmF3uKZyypjnjFGOo8VggWBY+GzmMp+T8ou6uc+33XUVWHmxDUyb/Q6LdDaYsbVG+f0QgEQiqc1peCtYybIZQAUICSaLaIxqMSQUV6fMbUbZ2Db2Cli/xGMAjGCB6Qw/ESD8RCAuW/U0s6b2NViNLgBJwgw6AIAmDY+nFVHfWjoCgWgBEsBCGfrrANzgyMxsC12fdwrHNRk4Uk7MJfOBdFK/HmyATI02SCVXJ/ISBfS4rIVkGQdRvldA0iDrXwFIRqQAFFGBTBjHqSZZiAJR0qzoHSwb2uDsrQB7/uDBEjUsyvcAAB0hMIHtN9lonPKFZAP5qOvC0o9PbDgig6wiBPyfQhW+Jn1wr46Tc5PMh8Emcl+LhQzLKJgeToM9+wyBZW16wAzuFWCl3VmwJIF1WJjurQUzMo8BuFr5jJPKMYgor51Xfv+mOvFbReXKQjUqVf6Z+TZY6cEJsJv3yrdYT+Q8fRMAvi/7vM8B+AkuHjRzCuxGmosYiwBONTjnxQfObLT+KLG+dc2yAW+ZIZG06FNH46LGaNNmZbAbNg8WpdSDZVTmMvxyfA7MKD0CFk18g3JLpPiRDXvywKbm+dISZ/vuyQ21aVlTxY+bDz669eXN55O2Q9+da3b/6Vx9oHzbRHYmZh/19mc1F+oFH1/AZQeXlpvO2sqk6hVhXaegiVtXopjT0tBvTzQlf9+9esuPPv/CvoCk27H4cwOSvgXAQSpRu8DRsEiI81C0UPhLj0t0DEkW/Xuk9Llqg5DPJebvL2h32ouzq5YcHD7y86drpPY6S3L++nLPyc1je6/zjDp+vnm37Ycjy4ZH4/kWUeStLcWTr07nW2xnptx5upimJ68wMne9cSJyc/nErqTI7wZwhlKUDV7IC3yrdWtW2BWwZSTQTZsGtNOvmlLaMoMmXTCZuD5vgqwuPSc9Hymj3/QtE95rGj5i5aTiW/bcVvXoplf3bS8a2wEWse0A4KEUwq8DXn1r3L26Vhs5e7+nY7VSrvIigGEDkZwE1F8sxCe+5ltR9MPiE708QelO6/Syl6Ol+7SQnWY+O2vhxBGeyNvAhJYPTGztAIBTCddElTa60siJTVNZ4+RYxhwczZrjM1m9cO+yZ+W3vkxVVFRUVFRUVK4sZJ9357eL8N6prGHsmWDVcGfK0UhBLpddKT7Z8pgE4Pmqh7//IlhQ914s6OqYoxevGuZwOwBYJoGsgY7HizBMi0Qxzxnd/B7nwLFqXWy4K+mYei5SxuuJFMlSMgSA40B1HGDOgnvu81MtfwZw4yWf/3WwRAQRb3423kIpDmazmgRYUDoGVkadVNbvAU/EVAFqAOqHVheiHEkSmR4H0/cGsPJkB2HZgFkukloLjpwDM+a6wAy1N+AkWGzDSIW9kMAM2SmwDMM0WLWORAWSTOdRZEVkQ/XkerBejTqwtkOzsh4CgB5ORjrLATKBxFFQAAZexJhlBFyoAUW6WTqbdsBuHcISyxgCMxvoKYctlqEUlBBowMq6N4EZftpkik9yhHBarRgjBDpZRvSVuUrbZsfE7Ocn12hPd1YXZUUu3LJiQJgRjbt+F6xuvdPZTwkBUY7DDWCGJw82yXsSbGhQFswMzfV+f1X57rxy3E1gxuRJsCE6GWV5BAtG7oTy0wt2rGexkMGpeh4qKlcYhFI1uKDyz4fs8+Zu/IuZBGt83YgFcdTJefqaL/P+fLBsyxmwG2MGLFPyIv4y7H15PGvUTJoE8zbzNK6xTq7RgI4SgkuHqWTAbqSXy7QEgCcA3IQ3D+CJgDXe9gDAvqnyjruP7GoGaPzMLY+f+HGgvmgoY6uMnDW9aqhNVMT7LUPuWYJ22ck7vQEyEXfZEgndih0NPfvjSd79gOes8WeHG4YzxXrh3B+rd719a/dRw/Z5ejzhfqPZN83Sk0Qga6hEz9490hFq2JJc9rXpFeez4BpjI7ZDSZusXavzkw9Xd3oOxwrmr7dNan/9kEd6KVKq4Vbo9ZOm4uklDRPX/bT0WMrISWYAODBbfPJzp7dNvK/8gkVypvNByOSz7U2ayqppfLaoM7tMFyAaHrsoBbnu8+8bi1fgrN0YJ4W1QamgJlTwBVuXYT5inKjwhG+WKbLDGfOLIiWCS5NBSuKED71+fbY/7LpRH0vNdN75GwMhsIIJpigAq0RhPh53tz8TqiQZypt+XtqaO59BMJEkXUjZSJ0uvHkyazxQLCRaHvUv6Z4V9UQLUbQLotbEZdO3Wke1Jo20GkxwHQeQRylKfjDXeKYr5by0YXqO4SdbHqt6i9dUVFRUVFRUVK44ZJ/3CQB35P4WKRGPxAvO/DVUronI2sXJATc+2fLYS4vfW/Xw9zVgAxwFABeKDtKvgQ3quQhtQbK/9P0jvs/kdUkGXsTj896qadE4AVbyeyl7sZB5dylRAL8H8OFLX/AHzAcv9JUt1nCdYCbjq2Bm5Y0A9kCiXN5ZiOZnzyb5RAZgxqEA1pP+FFjpeD8FbOmrm0VqMRCwku+ckeYGAAqI88vQlbGTNJgxuhUsa3Az2NRrQVm/EkynBsEyN/UAdJDouPsUCrMmBIJNZCsAkCyNuDqwXxuDCYAsGuCIVCCqD4AP1ZGQtU+2JPOIJuskWyHJ+0pK/XxlmT8O9oyRK8WfONpWu1aWBafNGmlvqpsYnfXb0D9UlP8vy89O/Ll92dWU8o6mutG9Dns8d5wPfSG/Q6o3hHM9MnvAnp+GwHS2F8y4LAB7DpsFq3aaVn4vAyu3rwIzh2cA3LzoPLjBEj/ywLJd3W9xft/FefrUNksqKlcQanRB5Z+VisssK1b+ZcFKEmwAHrzcmzlP3xzYEBwAgOzztoMJkcVIt1X2rQUzF4+ARSQBFhW9lC6wXpVvZVS+L5ESbjDqs/8JpV8OFqbuvZFpuc0zWgfQWQBxAy9uuK+gc/bzoy2v+aa0mvQLqXl6jUM3OWD11JqSAVN1JjqXyswXHA+2dR0t0yQ8xuB75pzT0RXWvOtJ76ypeP7FG1Z3F5U7o83HE/mUUsQTz2XPRH6TcXn+Yk4SnpAXhosz66+64LzL3q+7+9g1nQWeefstjtHgoURh2VenV4jfKDxrBZAp+5AcsMb0jQBqzL/T9Iwcqpk99/HhjnXFkys5Avcq56wmFjcU/ez8ihmrMTn/ROMe81m5PGGXpeThUIFp4EJh5m1XnX/+ULgQybVpjX6Wl2+rHOCKDVGExoTpg6WFugJbXK4AwBEI5drYltaY+8gSfXR1CJoLX1t1JNIfzDsx9+toYvcfneSa2wO1HI92sNKfQzzBlo3mWetG82wJmNibBovkHgKLJq+t14fPAzjk4NPJ/zWzfHo0Yyr+duHJ7Ezc3D9KjKa5pDF6f9s2zQOrDx+zazN2MEGJ1oT70N8xKQG1Z46KioqKiorK/zwqFv+hIVSzzexr2Wb2YSxjGn4qUD0xlLEQGdyrl75x6JOfE8GMKADApoPfO3O5D7CtCE4B2PpDfxPAAtBOMOPqUrK4uLz7UixgptwjAD6RW5jJ8md7+ks2XrSmRGfAwQMJPDTkWgCvglK9oxsEQFis9mj4zjGLsnYCrGQ5AWAUgECAhG5vhygVOVNykaNNKs27GUxvuiUBZ+ab4RDNJABWPr4HLJtxM9gwGxeYgacFS1aYAnt+mFa+YwOfQViTQr2ox16SpR1UgyYqEKuko1rEWLm1JolpWz8MMy0QeEnS1tw0nB3+c1WETmO/Lkgi0XGnJuUOZPR6WQM2KEcAIGh49GVkrAtHrMvGJ12j45NuAYDmxd46jV6XPZhMcSvttniNcg4mAFQ/HqwlD+lPgRB4wPpOlik/t4CZlzqw55k65Rj1g00vv0o5LlawzNRpsGez15VjuxksmcAJVpH2ViYloGptFZUrDu6/XkVF5X8kgb/zmgAWiS34fxF9+8/LLGvHmzMgc1HPxXSDNRO/rAgDgNmg6ewNn7/j+Z2f/sDgyQvFnwHwNbDI70Xl4EdnSo4BxA2QyqcGmk7KlGQ+m99tL2jUOnuuWd5kKA4j5he1KXB2wRUo8Pyq16LZM5ZXNdjLWSZoqSC6lukHEDv9JV2e/MRw+YWDfETLycdvtI4feEdXT0f426ktWcE1Lye5wwAaetqN5rlZbVvbYGmIf8FSMvtMmeN10bMKeikalPQNwYzWCGBjoSGjA2i5LKE1NaEv9Bdp+/+t9QbXvw1sm/5joOLQew7cSLxVE/GmujGNkySiH/vOrVtGXy1qvt4ypjvwXGN21iFkvv+XTdof7l2ncVUF0/6YwbSqaSpvc/OIsLlmWLeGThksfQltIKh9FUCrhqBzi2VWD2DMrhG3r8ub+Zf31nSXxBoNmR9+obT88Yc8w0mZ0wJAUuYMlKILrJTECFay3Q4m+BJgLQF6wcr7LQKhOwQiT33E2Tv+jZNbgt0Bt+4G28SG93v6nNeWDnF/bq2cjwT4TDpFBilFpFkfWArQv1fa/fjfeU1FRUVFRUVF5UrkLbV2mTZe+SVPx+bHyo4+qZR9/1e8AJZxdxHm+kiB8usEmGEFLJQP55DANPZasKErlyMFlm35dgDfAfBZUeQePHWuppZSbiGxh9JIwQmsLjyE/IKTWAGZDpnGqWjvAQnVIz/uTFqFgWkZLAtSo3y2ADbNmoD1Z0wTQKeZChQLpwYLhI7Rw0imgxTonF0DnWgmVuU9nWB979NgJc8mMKPOBJZY0QSW4OAFy8wsBjBnnEYIgKgPwVPYilDeWewzj9LnDfMoADMA9QDqOAnbXR0IGzUZnciTZLCJ8NEy6HkJvGGMzwz2F+fLMhySBGMmS4RYXKstcAenAHrKoE/v0ekzBXZ7jKxe3l+8etnIrXZrwqnTZqYIwQQAmVI0UAp+TjTkDWfM+8FMx3VgQ3kkMEPSCFbqb1O+49XK/jkBHFDO5XqwbFQHmDZPgxnLvWDmJY9FySOX4RRUo1JF5YpDLf1W+adE9nkJgAtgBuFb8Tjn6fvA/+b2ODDD6d8WLV6cRTkAIBdhrFy0zgUwYWEFE0mdWGjgDQCIp4QLb7//X8uTaSFncEqcXvrl7fceLbjDOWC08KIBAKEU5I5D19taZ0pzU6dbVy/rC281T4vZER1OFNjLuk970LDMh+nHqzKFbx/Nm791voC4NOdq1pJov7MxHeZ11qQuERLtgt1tyMa+veZlnW+QF3e8PVhk4sSmd61rPD4v5ovme22cY+28JI1zseM9NQZY+KVrmgen14rzvquLx9ImY7r4m49vT5Qb4sbPvPMIMemz9TNZfeDHc42j48cLYh5rSg4bNSRbkrDMzNmzfYPFboD2A8RuC6YDDy47asmIvMSZstzXX9yeqdng0/IRUKkhrum4UGa8p7h1gisg9P1lvbd/556K3XXXcml/1KypKJnLXrVm+mZCMA4WsfVDKeP/lm/p3r6MvVLO0uEveDpTT4RrSoqFJEcpAp9xn2/KymRI4GgSTMjOTGd0fTyB4BbS2wBQSnFYBgw8YednJGZp3z9Zkbilog9RwgdLhURdKsYN397YUHfNO0ODK7dELbXLkh5PaaZ3MmuseCzgnRjJmFsAol10en8N4INPtjym/o9YRUVFRUVF5X8Mss/7fvz9YKwIoIrz9I3/72xv023fWw82ZNIGAEJeerTsrqHcwMdWLJR7twFoUX6XlL/XA4CNS78alrVrAeJYtGmqrLN20bL+c13lTyRnjVutg9AREYTI4IiEmJB8o0/9FAXOEKACkcQgjLoaSmmUC8bn9Ed73GC6noCZjUEstImSldd0YCXntmxtYVBsLL0h7SBt880oByFZZb+CymctAxtusxXAawDlCKEaSrmtYL0as8prR4hIiz1H0UdYQpIGzPSLUKCEsJJrHsC8zMPs24CVq1cM9MzM2Wj8+fw0R5DRxmCnwOzsSmgbW4YseoNU3z9U2JrvCmtkmUgDw0Ut5SVzA2Ul/k1gZuJVABCJ6Q4TACZj2k0pQqMTBWGLOSG7XZElPyg+YbHz2W6wIUQmsOzJQ8px2KHsUx9Yafdm5TvvA0v4mASrRpsCe4aaB/tunPK6QTmm42DPVIufs+YBbOU8fapRqaJyhaEalSr/tMg+73awyc+Xa4EwA2C1MkTnf3d7BMDtAO4CE0symJiKgt2YCZiYWKG8pQfsxmsFAEoxSwjcYCUecQBrUhl+4F1fe7c9EDFe1HzcUBHrKnrneBMN8EM3R2Z7b1zfu0QrSFUzSeOBLS++p0JvyPTGE4ZdTfWjh0xjYRL+Pbjg28uC8zDTQmuYNnh8rtHfFUaF6rAx2FNiNi8Nh+IOLhbsdehlTibWvSNyxqkRba0zBsvbNRrnp7QbtUTqjk7w+bO3xRzRG+sP1tw3WfZu2/D8pw9cq3FoUimdPR3RcqJdD3HuWm9vquPJxsKeUff2JR+5cPTzte1SrS6ygRBEZQqZI3AlZT7+7jM7X+8ZLaI8RcXjW17CR07t7K8q9gk7ffPk9h1d5num1pkzWW5aFHnLRLsnVtMyvlKSyYmPuHt0v/R7nT8oOpk18Nn5v77sSabsOvgqTHyeIaMrkFOJGmOUbzIHNwMY7Ura09+fW7olkdTuHhou0D298SXuV+GaYDyul75bc2ytlqPCjpfeKe674RnCEyoACD8005ReootM3WIf0wPIRiQN+czk2vW32kb332CdWJamvE/PSVUA7D/z153ZYJqJLjMEtyYTpM9gpF7lVJ0D62PEA4Bf1Pl+5q/rH8pYdAD5OYAnVJNSRUVFRUVF5X8ass+rATObtrzFKl/lPH3/6//NNjfd9r1SsEGTb3PfODlqaYzkWuscWvQ557HQ+/EEFJMSAN5mGz14rWVy9e+C1ada4+5GCuICmyK9CZdw7JS3XRQ1y5xn6fP6CPLAzE8KZoryYMkOWQBaZMSQcLSnQ1xb66RZUdIf6OIJRVp53YaFLMI0mMEWBTPsckZmvuQ0D2e2Nm6ZW4kjWQuRwbIfS0FpAISEwUqbZQCSIKRntIKkjSeMt4AlOaSV7VTqZ+jrzh5sA4BIGfaZxuCQDZhJO2AkMqKSDlndHGjKDkO8lmgAWgeQflsPzRhnYCZATCZIza+ApbTJlyouDBrA+kMmAEiSRFxz89aAxx0mYH1EIzJF0alzNfp0WusE6MtGQ9qq1WakproJ+Xb7cOpG28QtyjmSleN4Cqx8vRhssKVF+QwdWIboOFhp+1VgPd/NYP34LWDZsTkzUwJrn7Vs8alT1j8B4Bv/u0a4iorKPxaqUalyxSD7vBYA/w7WV9AFljiTc/UAAQAASURBVKX4S7ByEAPYhMD3gk1zngDwJwDf4jx9b1XmAdnnvQqsH03DosX7AdzNefoG/n/YVy3YBMG7waKFuSzJowA2gpU75GPRhO/H+5Yeurms3+rSp5YDgCiSc7fc/77KSFxvu3T77humDlqawlsBYPzxyj2ZWd3ack8otH7ZSO/WzQP8O/ffWpqShFpAji/PdO+Nfyehp4+VZP3DDv5ub4f4oeXtN83HtbN3PndDp1yX5vsHCytMiWyn45sXbNSsDQVuqREI4WlZ7RAV8mnmqqWzJq8hZHkpUqZNP4fJPfnLby4qCOwvK5nJCALdNTaZt3s+YE6nM1rbTcs7zdUm/+AttrHGp083D7YXm2yEgBTxMdM3Cs/O8xyuAYAn56uP7osUp+cDFsPDTQftA2lr73e7W2x2W6zwV96DKZ7Q2U9Ors8DUBsdN+6lelnArBblS+dsm0zT6deny6PT0Avvc/QmirQJ7WrX/Oa+sOXEVNoSezlUJN5T0VXi1qa2AOg7Hs+LPB2sls4NloYjYaNYXDJfUJgXiktA/a22sa4nOpaLHdNFO/+4/W+7V+bNrAfQ9qGxjdU/KTlWoOfkQbCszMKvTa84ep11Qm/jM/HvzzZu/Kbn9B6Bo7rPTa7lpiac8kdKu8NvLxu4GkxsRcGEbPklp+8EWDnUnZynb+b/6zWmoqKioqKiovL/T2SfdxuAj4INlkyC9Uj8Aefp88s+71YAXwYr35XBDKFvc56+1//O9swAvgfgTjBjCmBZbg8AeITz9P1/fhB93+EPLeV08v1gwyZzvRoB1sPRjQXNDQDgIY//tOTYtI6TWwAgLXOpn/rrD3emnDsv3bYkkVTryToARK8L0C5nJyKElVoHwIxBC8DMQLChOjrhZH9EMxHIA6vmWQFW2fMCWEKCHex4+sEySSVleZgCJdRiSGfWe6tks34+Uo6ZeDnxglKHwYfDMkFh2kNyU8b1ys80WLblWrBnCijbixQcoat5CTaZR5dvA1L6OUymCkg+mFkaB6DXz1KtaRLO+RWkH4AZoCaAjNl6qME4A11gKThdWSzSWDcpazQywLJBG8FMxD8r+68B8C4AyGS4w50XKtKJ5P/D3nmHx3GV+/97Zrb3pt1V72vJkm1Ztix3O3acntBC7xdIgEAuEAjt0nsn5FIChBBqIARCSLHTbLkXyZJl1VXvq11t77szc35/nFWsGIfLDwIkMJ/n8SPtzuzsmSLPO9/zfd9XkwegViryhvYNIxsJwdRaTajPocg43mgb2wLgSOE89YGJtAowwXYjmABcAibQVhS+c0iiyAPIh0Q1+Xmo1vp662jaqcxtAIuz+8HS6lcSL2z/u5zb+8uLz62MjMyLA7mZjsyLAsnnKQFLL/CseLsBrNPej8DSGl6xYlkNWHfAnZLPMwYmZHYD+Cnn9j5T44Zzew9KPk8zWMFvJ4AZzu29uBv4/zec25sD8F0A3y10GN8NFkDMgtW/uQErRMpwVt375XObtz8yXTt6/94H84RAGUtppEuJlJRQamiIPSN+2Xf5ixfuL5+a9FkVpyuta396dNXs29ee7b+rZ6NSOxoZFrzZMkUZl+RUgiYCXfn3n2wbylrEx0KnbfmPbj2l/u8fXUmcEb6irjLUH9KKeN+P5k3vO9SkTFSQbVNnbI+rFlKmO16ybd1LK0ZOfLu947KJN5n0I/3Fx01CPl6SFJV+M0dzSYWeFwn02gwCvKrRIhl8X/K10tBYkY4rjRk4SOKrTJP4+Xfd0kvfHeziQMMdyeIWnqeO6ypGH7XweUVUVDm/2niUfDPYnPnB0qrk+5wDUqsmsDByzj2bICCJHiuxX7ngjEW18ayOSyQNdFNmSXUuImiNXzy9e9OxG34hRiU17UwUcRJHoOIkDgCCGfXU4pIlvUEIJ25YO63ZYfLt/JJ/3YlrTTNaPSf0fDvQVOkNFGWqDJGjrY7FKwE8AkC9ThsaJ4DwRKx4fp9pYRHA7HuKBsSUyPs/t7j+Cguf67Iq8jVPxIqnl0YdNEbV/LRGZQGrb7kNbDY3dtHpOw4W4HMAHpd8nk2c25v9e683GRkZGRkZGZm/B8nn+TiAz1/09kYAb5R8njNg7jbLimVXArhS8nm+DlbeyA/gjwD2c26vBACc25sA8E7J5/kgWAwvAhjg3N783zven+/40XkAr33z6bepwAS7JjCRqwSsEc21F9amwjsdQ8GCSHkawCY1J2mylC+/1LZn5x2dANkOAFkbaZaU9CyfRx+APCjdC0oPkVj6KDXrKkCIGsAu3hcJgbkDN4LVW+wDe/6IghkiZsBEOR5M6FwPJty5snvXVIGQnmgtllKl5EpVmD5qGodFlYBqsQ0Cn6DU7IU6tB6tIEQgeTpKCZxQkHOF/Y6C0kUuCzsn4SglqA9swCI4sjfjpMWgNANC4mAT7+MZJynWz9IZiDQPnqTKS/3xcMSojK7SiokqJEUNUTXVLPIKhbQVTJDeDFa+qgasfibFil4XSqUUczuDsdmTJSRXTKxmczJKCB4GsKY3Y1PdaJ7IFY6NAhdSt3Ng4u8AmPM2DybCUrA08HZKkfxtuMp3PmMT5gWtBeDUsSWl8ZPuczpCYMKf154Mg9Wa3wJgi+TzpDi39w9/4TKSkZF5gSI7KmVeFEg+z2PAMzVhLuYkWOqBEn/eqOZZs6lg7sabOLf358/7IP9KJJ9HlZO443kQdUZSpIN5deoNT9xQH8roSwCEX1/bf+K/mztLzg+7wp+468rLLv58uoh2NL11qJ6QC93DJ+6oP5dykMVYLbG+d+Op+QaD3/Dkg2vV+/3mXNnkNLJjNBXaVkKidXaYElCtuX7ksvFvrPL+8LYHQ//9802pxDmOs72N5IgmS6w5ykccCqVKK1Qiks8p4vmpL+/s8VRqktXprOKJP/Z6xIe1LnubY1G6qWhI+magKfhh53n907Hi6C8jdWZdkkS+uerY6jc+dW3G96ibGGzJyJdve8T4tVd7FmNlXNb8Xs2WOypPTR0SnMEHTpQIXlJjMqgz0uc3HZF+0dOiWG0N8rc2dW37/VT1E9eWT1WqiOQ5MFfx5G+kSoOUJ2kSUuXet7pL+mGoQXWZYT6fWdIrPtO9Q/vyqqH4l9s6SjmCNWABTh5A/KS/KHwy5k7mIWZHExbRUxxSEvDVm3SBYIMmvMrMCxpC4VgQtadNfD5r5vNbAHQdiBYnfxutvWqXYeHom2xj5XFR4TVwwpbf9qzu+Opia93HWo6NHxOL2m53nh97LFZKd+kXHDpeDLqVmQYUAnGwEgBnwFwESfx5+tM7OLf3x/+QC01GRkZGRkZG5q9A8nl2Auh4jsWDYHF2B1gdxIsJgGUJLfM0gJf/pYymfzQ3n3nzeySQ92iImNRxQnaPYT66z7RwFdhzwBiAJUlC5c2zW90CeM1FH18Ym3QNzPvse5ff0C7SLusQSgEI/HSgR1QrOPXZCUd+dXmUpHN5yWnW80OzS8rFqAXM9Sit+LfsHEwCcIEdr3VgIlsZgHxm39pJatBeI6jhCzVj1N6LHJ9HCQB/Xo9MogRpAhjSFqj18/Ab52HJGaEIricqMAH4GB+hGpsXvDINT8qJ3sgqNGkC6BdVyNkGsDu4Fk8LRqIqjIEJjpQeBiFXgzk99QDOcJyU12qyysqyQMJuS1jAMoOSYEJ0HMwkchLAZlEkh31+C52Zc/jyKQXRBLJZdWOKxOOG0jWrZ9ImYzYH4KUfd3YfqtMkagr7XFU4D3mwdG6+cE7KARQDBUEYSB2IlfD3RWpLAGS3aBcCZoUg7Y+XX/5ex0BHqy64EcxZGgfrFl4EFm/XrjiXYwDq/x7nroyMzL8G2VEp84JH8nmq8dwiJcBueGY8uz7NMhd3ttcA+Knk84xybu+J522Q/x+8dXqHCJbS8ExQt3rd1JG5BevQxHTxnl+ONV3zy7HV0v17Htx/6M4fBnN5RbBzuHThY3dduQsA8nqiWAxYRtzOSAmlSAI4U/728QynFteN3lG/9MezJaK4OxdO7UwoLAtmbnb9KlNyUaGq/p+zQv6tKn3SY1UO9ZV2ELuU+e3BZrUzE0pzOujnzpSoja2KnCqf4U2KhCo9ZZohnBJ5kXCBlG6uUpOsPni2RvW9X2xn47C7FuJvUve9pWK46o2Hrg0OpW1FLWsmS2NqbuGQr2xhNGUr0pUKs2/f0p23QYR6d5kldCodjH3PNfEWe4nW1jqmTD2WV6lem6exjI67O7Sq+e5tjxOOQD8ZMHd8f2Yd/zBKTe9z9j+0pXjBslbyZ92KDMfVQpen0JXFk/6QqLZlstoEgG29IedxjiAAFqwEwQLB6zc7A2SzM3AiJXHG2+c3zV+RXeT71LZYm36JqIikIwT9Mzlt9Sd9rduURBI+5eo+XqpKX+ZSZnslIP5qy0TdQMbc8+Ol+tKle6q8r7+h2x2N6cq5LJ94q9Pb25u2pA4ni1uCoiZ2k30oCdaV8DjY7LkCbLa4Fxfq6azkcgCyUCkjIyMjIyPzr+Tdf2HZUuFnPZjjbeXz4wgupFwvswesic7Ln7fR/X/y/fITGqxomEkphM8urOu53dXr0XC0CQAEcKcAkgd7NvCDPUvUAchUlAXa5n22MECsRKA9qihyAFIUGBLLHRyZDYo0k59VeOcNfCJThMHZxXydW4fFqBVMhHwEzBnIF36aweL+abCMGwlAAixlHdz0kiiuLociC42zC9vAxE0AmFMmodItQlDF0GZhk+AOAGFBCxcobQDFOQgQqBa5UBOaXZ3o1vlxvXYJf4KEioUdiHACjKo4LIIRCrBakxkAp0CIikA6X14aXPAvGZHJalwqpWBuXTsRBasfqQeb/N8K1qRmFizONooiebLzXF1xLqdsApCECl18Pc1ZTHkxFlPEhkdLq9rWj1sBHPyiv2Xzl4rP9LiU2avBakyuBbuO+kSKgEAJVXOUAngcTKwUFvMa/ffH1kb8YeOUp9bn7Eo717zXMTB4MFEy9P2lhq1fKO562qnMXAmWVZcF6wB+sZBeC/acOPG3XEcyMjL/Oi4WcWSeJySfRyX5PKsln6euUK9Q5m9n3V9Ytgg2GwcwYSh10XIP/hwOLC38X8UaPHvmGYSgyWpMUQDgMvTMplhg/3qH/xqOg1ejFjzb1kzt0GtyCYAmNJKYaaRxZdVi7pHJO+tzQkypM50JKxe+pTppWR0fF67VKR8XGungL2v1RiElNNZOqzhICt5K4Lh/vKbOsRgxFyVyZHUq92RPbcm81CBUbbGRPe4ZgftWJBP6upCZ/Wqx6P9T6a7FP5bt8j9cuu/7d+0oEUXiu//gmgoAcFoTZ/ZsGBvTdWp5E5cbv2v7460cIPCQyKeKz9q/cb4dG2yz0xXbZjQxQUXPJWyhPpU5rNzsUGtrcxkpo4DrviVJXJAUBn1GSKdVRgALCUk5DmD8a4e2JHmRCvGUduj+2bp8XoJQoszkOYLIRFYf/vB8W3wkZ756sy4QfG9TV/tra/uf/NVlf1otiEQFNvO7BSzwHAMr2L1lPGucuck+5FpTEd77GudYXs1JVxVcqcXlqnSdmojePOXVX/avbREpOdyoiQS/UNw1peakEi0RV+3Q+P0v23c+eHnzWN2H15469LLK0egabcS9zRDYrSVCdC6vy3xhdp3UF7U+DBZ89oMJlBqwlJnkJa6Fi2fxZWRkZGRkZP4KJJ+nWPJ51kg+j+P/Xlvm/+AvxdrLz4slYBOxK1l4js+8TPJ5Gv/uUf3t7F35ghAothsWQylJmQCbzD6s4iTXB53nRYAWA9gA1l0aAASlQuLra+a7AKlTEYdKtwAPBQYyVuQgiHbl9JKaAyifyGTAjoGGalRZquDCYHU9dWCZXiYwkTIL9szCgT2rDBbW2QVgl3J4/nouGD8CSvvBRMoggCMSD+VSM1TBFqzN2tAN5sAEALM2AL/zFM7ae5HVzwG6eVBRA0oLzz5EghpALZEggsCnTEAAEx6zYEIpB0iSWi2kKssDmaqKQK6sJLBktcRGKcUi2HaW62LOgWWp1RX2oQmARZJIEZhRJA+gihCan5p1XklBNtVW+TkwY4aBgmgPxMuWr6NWAE8C6Hgq5h65aWbbrnfNbtszlDF7RYq2lMSHA3l1/OPzG7ixGRfvX7LtW1i0htKiYukzU21kKazvzVPu9KKgkQpj8uHSz3vLyLG2jMyLENlR+TxT6HD3CQDvQ6GbM4CM5PP8GsCHOLc3+K8a24uYi8XHlUyBpTAAbIZxZVrKEFgdy0ux6fkZ2t+E7cKvNG3mcwPFinS0CUnufKzmMUc3rpYc6lOFFZoA+AiBu9gR8zs2LQ18dtfRywhB388ebTVJaZ4P3F+KW27oSvxgvaU8cJgLWIaQLamL8gs7c/GJSadBf59kKG1YWvz9uXOKW97V3iMofaSzv5laz/J7IOFEKssbesbKSHa7Q1n1qqigE1PKhQWNExFpeN+mEa9GIVguax2nfRNFwqzfVMYRafE1+85Fd28e0xxfLIl9aHZT5WZ9oPPNa7qjNxaPCSXKdPGuliFuPG/elj7k6Hw6YFJ/dusBlaspGF6dj2TH1EbqskYzX2kZu/KU19L5jZwtOC7wdZTSc3f4GyMGXjDbtvgM/ILR9+j51Q2B4kBeZ8zyH3X37hYpTguUs+Qpn7Px6f1V6oSbI/B+bsNRpSRB+J8fXWH0hQyPFdvi7s/f9MTOn+1ff+LVe3vLNSqx06OO8SqOZgGAEDhwIfC2AkCjJurvSdsbrXxugCd0J0/okZmg2fe9qY2ZsZjVNPQIr1rzer9hOshN3brq3LVgBdJneZEqPqXqjiktVHl7185YTVn3NWDXpRasRuVZsDo8FH/u+D37j7jAZGRkZGRk/l2RfJ6NYI0Q21e81wfgY5zb+6d/2cBe3PylWLtkxe+NYG68ZfHH8Bc+twlMkPtXsCLWxiSAmT1GHw/WCMcNFo9NrdLEGjbrAh0nU85dYMLiGTChcMlVFN05Ml4SyVsgCXz2kFJUa7XTaU51YtjHJ7M8mOgngD1/zHMzAQpBEsGOjwQm0mVxQeyLggl6YuEzcQCHqEaZzTdXaCBKaVCqBiFhAOMSD5uowpSkBiDBGK2GoA7hPGFxq5WTQEgW4LMQ1VFY8nrERA280RrkKYdh6yjsBJCUUSQkBfzKOChYarQawBQoBc9JkkaTNeXzvMZsTIWL7PG9YOcsBRbnGnChYU8LmFDtBnCc52m6rWW0v2+oQhFPaPMAGUwkdTyAJZMxGbVZE2sKxz8LACeSzuY32cZQOD5NlKL4j9HKJQncQQCmr/jXtgBYJKBXADgvgSjyAp8A0D82WRwdmyyWOE4Ir2mcrCQE7feG6o/aFFm7g8/MFSkyY1Y+l9ll8ImEgF9x7mNgpgUZGZkXGbJQ+fxzN4A3XfSeBqzb3RbJ59n8r6zZ8iLlDJjQcylnavqi1+vAbvxGsJnL5xIqc8/b6P4/0RFhuFod79ip95ladMEmFaEtAI5+sWezaPVSEwHB/JJxzeBk0WhDZcD92oPXhzbafSOj8/aSowuOLQ/9wXNGoNxuLkv9hlJy1LkpplzXkuDmHnfF2y6bFs/MuaSpVDHR5dNKQy9PdS4avOPNx/DoXGV2dm2VOs5LJlsXX04oejTx6WTeXmbMaLm8/ojKGuEtSzYbV5qNaDLBZiycdNqb9jgmR2dPZHH9m0NXPPHtew4D8JxOOuZ/7F+19OOTm+0A1j8FRMv0Ua9Zl8nnCJfqmypNbghGjn7wDX+4hhIS5kDPr1k1b6vSxnTTXkMwkia5D32s/U+ZGLimioVs6RX5I0lI5e9zDqTOpBzCnEKvemi0Ur3GsTg+FzK0ftjZO306aX/4npBnb7Uq1vnF4s5cjvLrPzHfGvtKaWf+Zw+vj933RItNlDg/gCtGF2zSQ311j/98//p9P3lkA/+zT9zfW+mKLncFfBzLQRpLa7EACL7MPCVdbZwdqlAlcmCpLYopXqPQqnNzAiXxD+45m/nFm6xNR15pHNq2V39q4/akGsCVaZHv/drguhk/1ed/tPPJ9WqeorDNYrB0qQmw67QEbNa5tvC9CbBGUDIyMjIyMjJ/BZLPswHsXqq9aFEzgIckn+etnNv703/6wF78HAFzul1MFCzld5llB91OMAGq6S9s8+9umPN3cARsfDVgqb95sPRuFS6MeQZA5dvtw3Sr3t/3aKw0OpS1aAFSAUBLCFTbNg2dDR520Kkah9k6gjz0Goi1Lg28C2k+k19uCJPJrqvipWonoUNzScXwnIpQ6HChcczycXCg0GSRAkbRbU3yvnALJWRAMmpj1KKvBnMs5gG0+Taj39aPcmcXKsHML4cL+0TAuo/nFrahSh3BnL0fO5VJ9Fi8WO/bikPgkI9IWMoUoUNSgY964LcMQG8cp1N5IxTKBAyKFPLxMp6LUGPyXF9lsHHVjEWlEvsLYzgEJjQPgTUj1YNN8G8F0FX4eUChkFwtzZMtwZDh4IC34nIAPEBDVeX+EJio2b68/xmqOP+dQKM2L3F4v7O/dDBrORinquXmoGGw57ZmCnIqnVFEvWOl5SqlZBUEhMA6k8+XuIJWlZJWUAoERQ0XyGvrOhPa0WDImPpM03FKgUGwslibCAEBcGehwamMjMyLDFmofB6RfJ5d+HORciUNAD6Gf23a8YsOzu0NSz7PtwHcfonFlku8XnZV/lnH7BU8V8Hw5xXJ5zEC+C+wFBQdgO7vluN7Y1njwlTOQO5aahgYzxlKXm6exm1rT5ePPe2emJqyjecEvswXMgSCGuV851LJzs6lEmAb9WuUwpmMqLwKACQ1RqR1GVNx5VLkbMZueFnVSDJIFCT2J0617b/HMfhNJ68YmRYXN7ii9/euyv022tjiaI2OZ590JA3z4V7LSwVDw96lkswBKdBzwM7TWCSUVuWVXU2O+fh2shqg1lbH4tTwokVc6nPye9Lxk3ptXilSTI9kjeFxqq/Y3j5gFAS+p3egMjGbNG//yUDLkZqqxY0xSfXkgcG6rL0ucbhcH8vZErnE0e+uv+6htdKxrIm77LbiI/u3fnyR80lafo9hvm0wa41+M9Dc7M2a5zfpAu4PzlVz83n9Qptinlztmug5HndBrRCMG3VLJ0ezJsnACRsJEc7fUjRo/cHSqsCBQ02iKHFHwYIrvnjn4qEHze4rXW+eOq0+ZshWuqLLTYmSYIG4A8zNWAk2axyuUCWX12kAcPB82pI5nHKp7mw+pYrlFZm3du6N3PKlruE7by7ZOl+hOYPtySsBHNPSPPY6J5X3nqjUfq+pUapQJbsdikxsl2ExDzabbgHrZhgEC/CdYOno3+bc3udKmZKRkZGRkZH5c+7En4uUK/mO5PM8yLm9kX/SeP5d+BZYvGq86P1RsLTolawBMwWM4NLiJsCySI48nwN8LiSfZzvY81c9mBj5+8J3bwSrCbncTVoLFvONgE0eKwE8yRM412jDzWu04eYfBeoePZ4u1oJNNlOOo27r1kA4/FOrHeDz4MicWO7gyVJc4ubDIgF0FAgRKimRF0VhVYlZ4Z2XQKkE5uSsBIv/BLCO5AIAmmuvn5NKbFfgxPAjvC9i4gNRhWDR+8FqVioBcPZ+qJRxuMAmvY+DdVmfA8sky0o8OhQZTElK0KwZj6ii2JjXY5DyaCB5cHwGh219MOd1yERXk2vB017jDIrAYuB+ACqJIE4X6azQDLtOm7eBmWsOgz2zxMFqSZ4FExGjheXthd8bACgpxcnJGWc1WD1O2K3x82ZTejm7rQ+sW/xTAPZ2p1mVhnfNbh3PUb6q8JksgLL5ReNgsTPeTQgqVEqpIhbXN4A17UkBEAGiml1wVc4uuGYBOqzgxbgg8hJAGtqds5FyQ1z/63BN4nSqyKMiku8VlsnDm/WBz/3tV5aMjMy/ElmofH552V+xzishC5V/Cx8HEx5vXvGehD8v4A2wgGoezz3LmwPw1ed1dJdA8nmaATyGC/VkACZY3nI8WdTxdKL0mTTgn4Q8zp+EPFj9htGFHxf11cz4zYcrXFEk88qNJmX2/A+271e2WHx2hQJbDy5U9t52ajdf3zirMOhy7VpF9oRGyEmrRyfw7acbE+FWa9X+brun6e3TJzekF+NHHsuJx6Nlqitqhzpn02o3Dud4Sqm6OMSTL5d0tkau5+N7Fl7VreJLqJIL6TTHAopUq76HUqIbO+CunJ231ItSHb/0v6u83771EfwwWh/qzjj2AAAhgFIplqiUwuOpNObmfLaWK2pH9n938/HNt+OyY186t9UE0HXXt/QesGwKHiGdttK8goS8bzWn73q8bUtFnX9w75oFrkETWQXQ3PeWGg1lSzT09bWnjG+rNmqemqi2nNQVBzVCNff+1Z2psKBS+gSd9Rv+prH3WAdVNYqY+H7nwJ50i7Nj/ynPTgDgOWn+R9fsN6aU3OH/5ZqSV72lN7vi+HfiQmmAeOGnCUAPmMi5DF+vju1+h23oaUJwWSSr7rEaM8nrti5tO3yv6fDk8DPlbqhaQ7fXCbGxH7yia+oE5557MFpZ9V+2EW1h+0+BBcpXXnR5bAQLEmVkZGRkZGT+CiSfxwVWg/ovYQS75/7mHz+ifx84t3dK8nmuAfBbMJFumcQlVrfi/57wv4dze2eer/FdCsnn4QB8B8AtFy16FYD7wQS1i+sTUrDngCyYgLlDoOT40/Hiww/FytelJcVybcmOwmfX80oIen22JxPWLSEvSvyojwjtnpdL86Ee1ZnRGSJRnaJvJkdFKc0vRHJEokYwB6K58F2X40IadRqAXXVqJJnfUPOwZNFJ+daatVArl80Vh8GezzerI88a9wJY3fPVYLGlPq+HlbMJNJdTNAZbyICth3ZrojAXH0FtvAgHsibw6SKY1VEoASBnQlgTQimYIzIPQNIHYAKQyibU+bhNd95UldKBuWUnwUTefgA3oOAExQUTSG9hXxLZLI9UWlOovU/Dntr5ZWE7jwsNjdYVjj0BgBzlNWDp+dOFfVIQShWEwA3AxXHScjMhd+E8JgGcKxwHFUA0gqho1WiyT9VXL1QpTanNn19sedYBuyvYQLbWHstCRkbmRYncTOf5pfmvWMf5Dx/FvyGc2ytwbu87wWZxbwPwKQBvAZtpu5hpAK8A8LtLLIsDeBXn9v5DRSLJ59EAeAjPFimX8b7BOn75Nv1iJwEN6bn8OY86enitJtSxQ7+YJgSocEXbAWzTKvKZV27uogdFR3Z+Sj0QCShG9xRPrbl95+GYQZcLa4nQ+3n32da1mmjb1/6nWh/XrFLoRxJzkkj48yOVm3tVTqooK1JYakOap8c8nt7uMm10FSflGkuEGaMa98/UH7QWiY7XVc9mLOmMVG3Jq2pv1EZLNVGhoXw+3VljDs9t5LqpIPYNTLo8V3zgvzxdkaI/m+AQJa4IoLTREuz8SMm5dQlRcfL9NV2WMkcwoFZljwREld6+K2Cu/sDwgtacHooZFM06jTA3PlZcFMhohzkK/8hYcU8yrQw9crI+8LWeTXOro6n8V/Y+za9y+gTLeU5bkszlb7YP173VNpx4p2PQNLlgF3rHSmIAcNtrj2zhOWkWAN750lODUEuR0ZTR91rzWOqJpTLhJ8H6+wKC+jClWP/MmOmzXAMraxktAqjVcJJ2nS5qAaCrNCa3vsM9aHn/yT1dfW9uKX5sXZv1N2OrOiQKDyFA/dp0rcUi7rnaNHf1HsN8sEUbNIIJ5cW4dMkCP9gss4yMjIyMjMxfx18TZwNyrP03wbm9R8EMAK8F8GkAHwBzJ14sVgpgZXS+BeYWvJg/AnjvP2ygF3g3/lykXKYRTGRLgtUoPAEmPh4EMzqYwEREdURUCh5NtPRrJWfO/JdtRASoHYBNEIlOFMlk4NHigcysbisAMyRJRVI5CYBXKrG15NZXawCkOYly6v5ZvSKUuBGFGpdgrs04mLhWXnjfAiBAgKyqazzFJbMUamUAwKO4UMt8ZY1FAAAlkCg7N08CMIk8YsG1WOVyhMMNnunjANLhZijjlaCiFk8YAtDqEtBqgoio4shBotM5PbJg9ScTYCKjAkAeCkFprYlk1SVZA1jmzyEA42Dd25sL4zaDCYUA6zyuAbAkSciOTbrzAE4DeKTYFe5UKKTluqW9YKIvwFycvSt26VxhGx4wAbes2J24HKx+ZwRApqpi8bhOmxksfL8BwDYAV4A5SvMATJmM6iqNJh8nBJfiqUu+KyMj86JAdlQ+v/ylgtLLTP/DR/FvDOf29mGFwCP5PL8AEy/bwWbR+wA8zbm9AoCTks/zNbCZQAdYqsd9nNvr/ycM9WV4dk2flWQJgeJtNq/tbTbveUKwFRdu5Hmwm3cVgLGn4iVhb96862P2bu+PbitW9p82NGz6obB/pLboKgBzbdrAYIbymWN/MFLN67TR/LlA2tkx8zJzqX4g+bH6ZGzIlkvM6hVVWxaz+TQfrNwY1I84SrncDPIJi4588vSu6lW24FMlZSFqdhkMgUEjSczp6L7tXhxOu0jJvcNBLHBGksgac/vWiSCEF+LKmErDyr0oIE3Wq6NT2XpeyUl0OjdrLn5d59XdX2g6an3/N6/TvPY15yLjLkOq+ti8pr9TkxH26VIVb5m49i22kcPbrj7WTggiADZ8uWfT4cUlS4U1KCR0jnT0aMol7CuaV/rShunK8YByv9+E70mezR8Wes8Op42xWlUsc8+jrfZURmls9czH1ErRdOsrjw9whM6+ZMegujdl8d8T8fBlQkIMKRX8dNJNupJW35vtY8fbdMGW/rCj9+ZjV66/Y8uTRzbYF7cSguaIqDxOKSFWRa4CgOlc2vrEk7ES13aDv6NSkVC+4/B1O9KikqWb8cDHu1y4b3z16G/2/jGj4qQKAFjMa07uj5dt9wvanvcWDQLAaoniZEpS6AQQIU/5fFbiRL+g3b+x5oTwj7jwZGRkZGRk/k35a+JsQI61/2Y4tzcJ4L6V70k+z71g6bu1YLUED3Bu71xh2dMAbgRrtJICEzAPcW4v/UeOU/J5CIAPPsfiAVwQtR8Fc/WtdOKeActsyQHocihyuxzInQHAbTP4d5n5bN83AmsqZ+ac52ZnbRtsc+SIGvARQEQ6lxPq3Mt1Lx+Xisw8BbSSzZDnQwkewFGwCWoO7JnEDZa1owUTeCGplBZQMQwQSAAgSXPgOBdYevc2APYVYxUBnEqUIRivhl8VgUZUQWWchkGlyZ8IRw1mZ1EkAkBLFSQZL6dx7QJWS2poIh5klAnMmbqxQ8OS8I1gbko7WOaZiujymbLXTyVVtnwjgACY03S5puN+AFcBOAWgnVJsCkUMBxd8VmtF2VLcoE9zoYhSCEXMy07JRCSqVwgCNwBA5HnJSAhOFo5BFZiofQYsbfxqsGtFVzg23sLx2QmwjK3ykmBtWXFQ6huqOByJGpaz0HJgdeZ3AOgHSFPXudq1betHjqmU4nJzo3xhPdlVLSPzIkYWKp9f+rCiA+FzcOafMZD/FAqBUC+ePUu3cnk3WBHofwqSz1MKNgO5GWzG9mLX8hSANgAgBAqwNORJgZJFApRxoCpCMAdW96V1g27J74+oHv3mS0rt4wPabZq9io5dNfNcWql9bC6v3/hSy9TqD8xtmhLWgrh5Pv7rDzx2w0N320/eG9hOL1/bk54+7VCO7hFokxTD6AMBZdHnosaGtaGlIW8tUShikm1d2P7tYJP57u1H3KfuLn9oZspS4d6yoPdq9Qk+Q6n9DiUQVobsRXlN7BH/gclB1zWZBW1eVZSDjc+c+UJxV7OGk6p2db/m4ELEaH6ju3/s9vUnW6N51bnW14ymK+uW1DtVU9SzOkoHXmFPN1uCOzMSl3vXA1clf9oa7/ty2enIbNY4UFwRSm+1DJHZE+6I1G3QVlhC2rLWVHxb4xSq3pywce9O0RNnV/cWXZfe8FbH+KiC0E1Xt3vPfvLufY3v+vpLvN95/59GXrZzYLn2JBrVEcFNUr9XqimfkNSSDhmpUpUq+tb8OuuPqzv6q4zRbaGsNvCap1+6w6jMxrcWz55OlWT2AgTvtA+e3agL4o5A0+UUhPRlbYjFtUeeESlXcD7srNv04JsT/7v30QMKhaT59WKtGgqCs2lHy5PxksOXG+d3Hk64s/eG6zdf9NEmLL3tzns33R15Hi8/GRkZGRmZf2f+2kyEzn/oKP7DKDQBffA5lsUB3PPPGovk8yzHzqvA4uxLEVvxuw1MJDsM1sjQDCZ0HQUT4QDmtOQAbMxTMnUgVhYGyPS8z1YHjusMrYWWS9JBVyfEwHZ9KdXDYhnEk+oYHOC4qFBs0VCDNsuHEmowYVEJJugqwcTbfWA1M2sAjFCTlhMr7FoplU3QYhuv6hjIcclMWjJoUrmdq6fBcZVgYlsGrEboVj6NYyDIW+oj6Yqypep0q3rBYk7oRQkhBQ+rXpfOJFNaHXgS9W+mNYo4DhedBfgUEgAeI2ws68EcnlkATWkbJrIOXsz5igx15oW8gqeksPwVYI2GxsFcqW0AOvxLZsE7VroXAMJRI8ymcBfAjYI5QUUAJJ1Rt57obDgP0CtqKhdPlxaHdhaWTxaO/Qawv88c2MTD1sI5EHGhJNMzEAJuTeP0Tp/f8lQoYlDkc3wsltAvnzcbgHFKiZIjdC3+vL7quwF86TmuERkZmRc4cur388t38dw3zWV++M8YiMw/F8nn4SSf53NgN+KfgaX9DoB1j17JNAr1WXAhtaNqJqfPv31mm6U/Y+kEC5zyAGDlc6YDr9dW92tK0uBowPJR7YZBg51v1kSM15pmzgmUG6JARtTy2iewquhno82P3/jOQKPnNQvoOlCcG5st1t/e0KU5F3QI7q3JKOUVQUtMIjYxa3U2hCXfSdep0A8q5sNx7Ym3XdbN6TXppcSQmc7+usJoOKouCs5b81xCxXNz+lyqlpikhuwj19qmxc06/2NfLTmzQcNJ2qWYtrPC4VfYFan5X000Wd9x4JrOlz7xitrdJTPceNYgTeT05t+EalR3hhrQES868Y5vvOz4xOHS1T1P1gfvHlsb/+JkK3co4W7OZBSzfr22wvqaedHaEFl6dKGWv39idfFjszXkE3eO87uO9Ut2ZX5YQehqAPO71k9QjTrfv33tZEDJSy0rD7KSh+KTJeeqXdOSIXnWoP+yu6vu+ES1+kx3fdtcVus8GXU9/fvLH8gR0GA8r9L0Zq1k+bT8INjYeutse5ziQiLJ5LTT8VznPgsu/+OIZ89dwYZdvT9q4JOj+qcBiD/1eyy7H3v16A99jfpnf4KKDj49dItj4BV/7fUlIyMjIyPznw7n9o4BeOT/WO3hZbefzL8Xks+zDkysfhLA18Ampy9u2DMH1q16GQoWb+8EE7aGwFKyL35eSwHwHU+6Zvuyts0AtkgSyQOwA1SpTIMSQG8dgVZUYzZWCzUAI1R8DdVpqFTu0Ge2N8ZEgyYKYDtYqjcFE9/OgqVa5wFk+aWYqDo7oVYPzbeQZEakWmWKEprh4mmt+qneSaSyB8CE1FEA6ymQzDoQM+jTM/U1CxatJj9msyas4ag+eabbY8jl+diqujkVIAUACCDkD4KJVMQrkCMUHAoiYuFYCRRQJ9wYMl7pF1ZfNWZeihvdfQNVRJKgK6zbDyYq8pRiUZJwBkCzSik8y+AUjVm5aMy8tnA8VYXzYQdgtprjf5qcKbInk+rDKDhJcaHx0kaw0l1bV2yuE3/eIPUZ3M6IcrVndldZabASwDhAxwFqKi0OTG/ZOLSkUEgXi5TTADa/+fTbZFOWjMyLFFmofB4puPduBvtP/lJ8nHN7j/0ThyTzT0DyeRoBfAXA/+CCS9kAlnZiwoU6mjFc6JyYAAtAvAAGlURKvN023NOsjRjA/i77KUXikZ/bT5/f2JBpulUtfLlnup8zkPOLeQ1/jWlGfLl5at9vxhqEzxadVY89XuHXx8Ts/tlS+1WffkOg2Jf3SVNO53su71Q+dMKTfVfbWR1fp+Yip+y5p7rqI8WX+8XIcbuhOpoRdq2bTNx/sDm4rm7xuje1n80pxhapST0MIpCEeELPJYIqcXB/aajFH0n+4sYH7f+1tXfPzY7hK3mCg4GI7vFbvn6DOP3T2tUNCwm9xZ3MBnm1TclLC/eka9qOx4uL9/uqoweTbt31pin6jXNbjPk9UfUHbj8wVjQmVClNae6T7rOZLfHwWdcMVHpRnC4xJMTwxnzNVJWqaLNrnt4zvIYsZPXKj35tggMLNK0AKvOUW1/1viHbhq0TeULAgwnDyxxVK2jbeG9p2cJTFVde/dhrTIYMzXJETNXpErnjkyXp9375Bt3gK36UflX1ULdeEiQAxwDkRZEcS4jKZwKevMCdj8b1tYVz9WeUly6dJ4Sl7hNKkPNr1BNTzoMnuzxrZ+OWOn/QnAYAHtLUdr2v45slp8NfK+1s36gLvvnvuOxkZGRkZGT+E/kvPEcWDViJn5v+iWOR+Scg+Txqyed5K4A/4EJzFh1Y+vIOsNTkZRflGC48354FEyBjYLUpu8DclQ6wZjcAq9moA1BDKex/ipamAcxFYroRACU8J1Ya9Wl/XousoEEo3IxFEJLIayBJBDMAZmDQiBQ0xo8vGqUyuwYsZToKJlTaweqSL4uATWCiISFAv7pzzKpYiFDBYY5krmgJZ/e1xKFTXwOWak8pcDRag2MZO6oSCW3z8GhpmFKYAMQzGZVBFBXbzg9WKc/21goA57B0UyXJ0UoA59QRgDBXJgETSkUAUsaCpNSa5svLguVarVCxrmlKEU9q8pMzRRkw92cT2PPL9tEJJ+k+X+OiFEqLOdlIiJQvHLc0WEp3Ciw2d4CJv9MAJI6TiFqdXloKGShY/OwuV8YfUUIaL6xHC/+W0YFlnUUucQnkwLqPgyOU4ziJ37JxuGjLxmGppjKwm+dpY+EY58BqkfYAqAAr/fV/ZTrKyMi8QJFnGZ5nOLf3x5LPcxIsUNoENiM1AOC7nNv79L90cDLPO5LP81EAnwe76Y7iQufoqsJPE5g4+ThYqkl5Yd0AWOpKL4C1ZaqUp0yVOlD4zDkA0l2fLj7+29+VWVIfLqL2mTH+502e1SXK5OjHXOd3EQKvL689MajXNl+VVaWa6xcmXr96IH14piLj2TlLX73zvONDO7vWixSdoWJq+UjX7pimJmGI/dxEOUJMR+Y8UsJNEopA1PRgb4lGwYvia/ad76btGWpxStziXQ4xZsml0iUq4uMtpne8qSf/Wl2fylWcX05h5n412pi9vmKs8jef/U1TKKFZ+mxkrfYhV0+4SJlryUmc7qVnrj05teDwrF8zHv1oUU+wSRutV+e40e8sNFm+62vRa/eEBg8ulTnmR92x2tV+5ef3HDH+KlRDlRw1NWqi9EeUVL+v87LoQ7v/EH5Lx7U4cNX9VTxhMQ2lwBcX157JQ7H9s2Otk6Wncg++cbdX01S3RBU8JgC09o07jxw9X7XD34YTYta45XftDybP+F3nx+esmfN/rF2di6tnfvSnttyYyaL+/uYnDJ9dWr8ZwGTfUAWNJ7TO8tKlI6XuoFIUiBugWYB4AHoKQANAlrsewlkUsbLfaFbjyIQsW4JXBsZLOpYdmg1SXNxtmn705eapqzmCSgAQKJk+nnRm7jn9Nte9m+5efP6uSBkZGRkZmX9fOLfXL/k87QDeClbnrg5MiHoEwB2c2xv7S5+XeXEh+Tz1AB4Ga7pyDM+u/x4AEy7bwYTILFjDmVGwBjY7Cut1gQl/pwCcBxMzNwA4AGYqUALInE7Ze4KibgcAfzKpoQChosSPxJM6C/RIhrflBEkiUUhKNZTYBwIJhPSJNS4JEuWEdVU6xZjPXxijFsz9mQITK0WwLCtz4ftyAJREogkAaqUvYhAJKpAXlqB85vG8ggDnLePYbRmHKuyhT6iKBQ0hCAG4OptT7gcQTKfVGjCBz07VUDtPYD64kRoyBghSKQzKKGKaBPQUUBIgp4lgUzyhWhREXlRx4ozRkNHXVC6K+TyfwYou6bG41uvz2zcBRB8I6u93OpK6YlfIOO9z7AQrq7UGrGlkH1jJq+XnoLFg2FIMgC741S5nUWxcq8nHXmedqK1Txyr+GKk49HC8Yg+A4cK5aC6cyzVgKfPH8Wy3ZS+YCxO5vCLSUD9rUigkPS64YucBTBS+ewsAUIpcOqPqmph2bcUmyCYhGZkXIYTSf2itYxmZf1skn+e1AH614q0hsABpOaV7Hiwd4jhYkfFOsFlHf+H3djBRUiz8uwqsa94msFng1nt6Vx/pnyqJfHz3UfX92QrpDdaxDQI4RULkT37S19p8mcE38UrL5OqfTqzu+t1SrfnG8kHBo4nlj4VK0y2qiN7LaTO9krUmElUP0TQvcjlKFpdsJoMzmZzvLlKUD6TURBT59EBMGW3RCZqXKTX1NQu1I11FJwyDOmTW5ZW+jMG+UTOQyt4eW3d/f7922T04k9Ueuqd/PaqMUXpN5Si5a8nDf6z4vNSdsgk9Gbvkm7aL55SGjM6UtVj5bMV/2bwTD0Qqy5oV0cmfzzdwdmu8ZG7RtmAUEpyoVmpuJmOpK1rGlF/1N9N3OoalhwJVqZ9ONCuzSzr+ixs7stvcsy6O1e70UkC6J1SfPJZ0NYlJZfex8/Vr2i3zPXdue1Jt02cseYGzXXf7m4uCFkV/pIFrA4DrK7ydH6zt1L/nmzekShzxVP+ksy6jJ5Ofe8/jus6o09+n0TtUSnF9Kq2a6TpXW2oypo+ta5rcAQCBoOmpZEqtzmaVucqyQOOZnvri5ZO+vX0gTgg1fMjZNzgYsi49LJTtzGQVB2fnHMKC36o8//K7mxS81BsW1QZvxpQ5nnQWDWYtqwtC5tfv3XT3h573i1NGRkZGRkZG5kWM5POowUQqz4q3z6BQ6x0slXkHmCGkBkzIvAzMUfkkWPOfHJj7bxosJdsGVnsxDmBd4efxmKhQfXRugzEuqgM8T6+mFCcGhsvioYixESBOhSL/xGrPrK13oKoOIMcg0Yrio4gCyIGinUjScf74kER4Pq/0RbSF73XjQt1FJdjzQUvh+6OFfxmw54EJACXZHY3zksO03DjmNJiwuQhC1cZ9/qixIRbXaoUWSUJo0Fs6G4qYlwU7K8nTmL0PFaoYpkQF1OFVCBMCna0PxaIKo1krrLpFlBEgkyzGQqJRMjbUz6byeV5SKsR8OqsSSlzhbQAySyHjyMh4sUUUFUoAJoDmy0uWRnI5Bbe4ZM2DTRIcA2v+MwL2/EML52IGrF6kEsDqtU3jh8zGdOXNtqFQu36plRAYPza/4fiCoFsH1pXdWdiWtvC6CeyZalms7AAzd5ySJGyQKDen4KUiMLE0DkCiFFeKIjeQSGnCobBBuei3Ngkibyqc++LxW2+L/t9XnIyMzAsJWaiUkfkbkXyePrCb6UoeBrs5E7AZ/iIAjWC1K91gN/BNYDO6HrCbexqACyxwqQKbcb2isL3DAFr8ec25T/nWK3JDGNc10MY7yk62PhCpPNigiXJeXxH9xngrWVU/v0sF4VQOvCWfV7hPnvEEaoPhaQmR5PrmjHT6WBWJtVCHpkfJGbeHIpmvhfkKX8CyUOUMZ0R9XvM+hW7SV3xZsSt0UnVGTddWLC72V2iV0XtUQu2Zfncyzpuvem0o8s7PzLdnKD/07tnNqxrVsaPXa2btlbpoIEmUZn9eE7gvUqP+hKunUUmo6Y5A49GetMO6ReePtOqWLB89vz0RChvptZ7B8Cequzd++DfNPYM/NSo0b7Pr0ydtrb/7/C+7jbp8BaVwtT/0pnQoq7UCwIOXPzBWbwmVvnN2m+Zq48zxV1omNxECRX/c8sfRrFlRo4rp1pjClwGAQMmRL+zfluiOO8z6dRHPwFh5v0GfIdUV/o1vcXg79xgXzHmJU/1ioGneGstplWX5yH+f3HcNQFFZFjhaVrKk8w6WhzY2TGgTvGKbEuLQJ909mruCq7yzecPlKiKOTg2ULoxGrTv2lEwdedXaXvVw1hy5pWjoql/46/Y/kS5WcwQ7AChica13LY0Oxq1Se1DUuC9xGR0HS1HRg4nWP7t3093Bv/PSlJGRkZGRkZF5USP5PK8H8IuL3l4AEy91YG5FLVjMrQAT/PaDxddhXBDBqsEMAMVgsXmq8JktYKKa7clYce+vIrUZQSRhQqDiOLgB2Bb9Jv/oZLF97eqpwKC3vDabU9h5TnpKlPit9h7anbVBkdMj4uilUJzyZpS+CF/YtqUwJg+Yo5MHi/evKHz/CbC6jimwykEOyWbMk1hqbfaq9T4o+AYwIc4MIJ4spYu2PX5xYtqlXbt6Mj0166yMxvTzYKWm8gBSkOgq52mMcAJsyWIs6n3gKSCFmuHMm5AEIQ7jBA1CRDZei8tByLIACFxwMR4Gczj6AKwGpX7dHDpSpdCDkH0ouE/BHKw6AGWFY5ouHOu6wrHvL5ybeas5ZmtqmK0gBOUOPrPwEVfvzKOxsqWnEyUUzNnqBqvJuXweWwA8Bdb8JwsgBFYyqwLsGWu0cFwaAOQoxbGZeTumZlyXPcel9E2w57EggD+M33rb4edYT0ZG5gWELFTKyPwNSD6PHuymeTHLN/iTYDdzJdiMaRnYDT1ceK0DCw5OgN2EzWDBSjuYiBkCu6kmAWyZyunHPznfGvJ9TZr5+FdGyzbpAsZ3z25toCC4QTv9xKSkV8WoinzU2dt+IFZ65vfRCsXEd1ZFiVISEpUxjeH7MyrNO0oDm18xoRiNWsv7/+Dx37DvPDY75tL/feaK8qIjZJXalelMtIj5YMq4z9FFj66xBXTTvGpBvGdctao8Qt/31Rn9R19bm/3OI16uw1SWfTxRdiWAmURM0zc/XrRhg2thNOPMpW5x9QsPRKrLthgWhxvUkaaPnNw+fFk0rIm2Z0rORpxjKipa038syn32lgNLI3GT6Q+JqnU6jThX0kcWP3LFiSqeo43f6d9w+s6BjdsAoEiT7Dpxwy82AMBbp7fHAWLcqA10v9sxVE+Bzk9Or4/eWtJf6lTmNgLAZM5w9DO+9dsvOic7AYh1quiRj7l6t/92ouH4z0aa+Ueu/N22nqBz5DVP36ChIAqREn7zBq/6auv0udfbxnc+Eqg49pFje+p+tuNRb4vNv+NP/sondfM8t7dl/LLFtO4pty51OQB87w+bju9XlksDKcd2nTYztX7NBOU4WlX4/r7CNfEMHOh8uTI5Pi9o1XnKt61YFATw6ns33f3U/8/1KCMjIyMjIyPz74Tk89wB4NZLLEqCTfKawOImgLkobWBCpgoshi4Fq3uYAnMdloAZAjrBRK8+sHi8DQB/21zbmZComQJLf74OTGDcQCmiobC+f3SiRFlfO681m1Kak2c8KpojpwklZsdZJBVZqCHRnPLQeSii6Y1gQh8BkKcEEXCcgohSC5ggtxEs5TkLJux1Z1uq1VK1U68Ynk8ik1MI66oMFFhPAF26CAfDHlRCQTIGXWokkdI5wJ4n+MK+ZsEa1qi4HNWrQkhah6GXgIVILfhsGVkDluUlgjk9rwZ71qgsHEOApWGvwgX3YhpAHyhd7zqCE0vrkBbNZF9hn8TCcXeuOB9psDqVp8CclQ1gYu0iANfGdaPHVeq8kyO0ghCcLCx3Fj57Ciw93lX47Dkwt6seTBR1gtUSDYClmCvBYvtdAODzW86MjJesjKVR2M+BwvVw9UXLfgbgpvFbb8tCRkbmBYssVMrI/A1IPo8GF2ZkV3IELP0kAHYjT4HddHfiws0fYDORLrC0FDWAp8GCrCyAK3FB3IoBGKEUybGM0WlNp5xWi3iqN2Mz3rG0upUAuh+VH5vjCS0FC362SxSHRUA9lTPmPjW6sT6Y0vdwY2JKV0w5ky2jiszp6NIhN61705j5aH99Q/uGEe3ib8vOZmb0O+1XLBwajxQlzacVtQBNfO0DjyT/uFSTfOwXNpT75xQfe/+IY/PmWCulOBIWVauG0qbJtz9+gzMnKqsAmqm1Lz3eqIuWdWZtubrqhUppUTcYVnJIPVSUKn/L5Jrckmp2/E9VIdfugFqhEHldccKkUErK60zT4QZ1RFnCZfK3HN/nPh0obWSHiWbv3/vg1Hq73yNR0LfNbBcBogAAO595MiEpirJUsU5DhOSn3d3nXcrM5q8srhkcyloaAYBSzBACG1iw0wFg17vtA6f3D9cnHphsaN5TMj0Tzan4u3fub5IolD9b8Dx9WHA2/6D8mEVFqOqb59uOfm+wdTtAxVfXDRx0mSPK33+v3fa6nb3zN73kjAVA++ic7dh/ffHGbYlSPBGrIyYAmzhOyhXZY72rShaWqFbaDhAjAQ29zjrm3aRbWmXi89Y8JfmbZraJAHmmHlCBfLMmdM2H1v7hyb/rIpWRkZGRkZGReZEi+TxfB3DbJRYtgbkNLwdzUKoB7AETxcxgQuM0mIg3AyZEZsDSwbVgzkEtCnXiJYpDMVFl/Ia/aX5WMLSDiXCLYO69DbiQYp4EEOFA+fc7+ubu6NqMg/MVFWYvTmh94DlARCCm0xwdLALgE8rsWT6S1EtWg0JYXbpKfeCcizCB0lv4fguYoFlPFdxoZl+LCI0SAK6lgOTbBj+fQ1zQkVFcENvGwUTFVgABRZxOSAqUSlriAxMuV6sCdNg6DFVgPZYkPTGAmSCWBcTLADwBVm5quVTVcgo38OxnlRkAGlA6DUI2gKWiN4CJhiub1BwFS6tfAIu3x8CEwlqw5yGpcDz3qFW5hY0to2mOw3zhMwAQohRmQpAsbEsnSShe9FvGi92RqwvHfQlMaD5aGEMxgAlKMd11rjaXzqj3rdiXUrCeAPxF+7OSBwC8dvzW2/KXWCYjI/MCQO76LSPzN8C5vRkwN+TFqMBukJVgzskdYGkfvbhwUxfARMoELnSoWwVgN9iNF2CpHAC7sdcTgp2UYCKk1/Uvipp8iy7kXqcJHd2gXTrEE7ocaNQD2E+ArU/EStNjWWNabcwvOR2xy8xmheYzzaf0H6/qKvWmXKX2188ofDGTv0wRPpjLcfur2xcWa0uDx8JPuBqsj6QA0GrT+vDcnb9r9PU+WEE/+6bzimybx7SuLaEDAEJAbYqcc6txadMdm5+O7i6e6uh+6T3H9+/5/Yan5isMSyFTut9bNsa50rvstqSu7E2TWvKExbv42wp11b5pt6ki6uhfLG6b91vjAFoejZWvui9SExN5qs2IymdSn99Y139qvd3vAYAc5dLLIiUAX1DUbM5SxToAMxmq0H9kYePmX4VrnhrKmhspRd6/ZOoYm3TNANBTimDhXOB/F5rzPx9bc1lCUDsfmq7f4NCk8wDmOYLONxd797zd7u1UEaoCgFdUD2cevuL+yYPX/NofMdB8t9K66+oPnQ7d9JIzVwIw9084n3znV1+yAQAMS5IFoJsA9EsSNxgKGqUvV3S2fcrVPQJgyMZl47sMPreJz1sBoDdt67uESIlXmCdPfaCo//eSz7P2L12DMjIyMjIyMjL/xhy6xHu9YGLkPrByS+1gImUHmAC4HFepwdK9N4KJeyfA3IN7wYQ0gLkAc0/FS4T3z7dvmBUMDgBDCkh+C8lIYHF6v5YIAGgGoNpSRaLn26UnNVXqhDJuEjMqdb4nuooUJ0uhA6BFkUnI3NA2k93TbJFKrUpRq4wK9cVBvmfyEGFCaYYq+EpKUCpplGK+3J7LV9i9mZ1NEpS8CYUGMZIKIaogbkFH6sFEyiNg6dQzhX2bBqURWy8qinoggpkkkgCSuSKiXtyGvKQnLrBU80Dhp6VwnOrBnj8AJui2rji+Kw0YkwCKQEi68HoTmAFj+bN9YK7FZWflWOEYrwVzqjrAyl81gT0bHc7mVPq+oYo0WHo3KEVk0Fs6cfzMquzUrKNTkmCiFC1neuoso5PFVycS6sclimGw5yqlJMFe+I7DAJKLAYuQzqgvBzu2C2DPWFW4IMIW4c9Zbtzz/Ussk5GReYEgC5UyMn87n7zo9XFcECP7wQKnXrBZwDDYbGYXgKxIYftduHIJbLZ2C1i9lQDYzb0TbIb1DFhKSB8AnMvYlV9cbCExQWURJDLzbvvQqo00kgILEA4DcIoU1u8sre7/fbSqplKVLP9G8Snzt0pPhHbnfLj5zpcrb//T3mmLLz8TjesyDldE1TA6ro4/pdBcWzOBuz7yB9d33vzrPuW5ydV8OnF8w/BZZfgP4ZLMLwfWfO2ey/e4ayLRoym3H0AmnlPGKEUiK3EjvB/zd257XPzl3KrkrkdeM9m6cdSyqm7OEQ6bpYnpoocJaIuSo9VfeeVT9u9/5oGotjxTFUtolYLIKZU5mqYUHRu0gRkTn6/4tK+18We7/lRqVaW7i3WJ0x9Zd2LD8sGNC4oggBNlysSBb5ScTBHQrsLxjQA4CpCOJ+KlEqUkPDBcPjg8WrZrYdG+9Ux33dyJTs/c3ILtaCqtOnH6fF2DRLlnArEGSygNFgBtJASdW/X+5eDmTKUhdlmDJVRVbogX31F/fF+5MnHk/c7+5c7nDU3V/k315aEzAHDDpsH4PTsf7VdyogFAi02d4Z3alMOtTOsANAQlTeVtc5vMaYkfAJCrV8fAgfouXD4UN9uHOq4zz2wXBBL6wlDzF998+m1l/3+XpIyMjIyMjIzMvwWP4tmmgByYSLVcJ7ENrKZhB1j8nQNz3E2CGQIMuNBopw5MmARYeaURsOaW0QpVogygOYA6ypQJ/jPFZ62fLulpIaDNFj6b/nrpaet3y06cv6P0VPjzJd3XBgTNqffPta/SWjPCpvWje4z65FKqBCWiEhoACvCciZr1klRi1wubV6mpWacUnEYVBfIUKMnuaabUrPPntjZMC621emF9jRtmnR485wBziUYhYR6UjoMJgx1gGVZThX1QAMgSAXlRh2BoFVKgtEwRpypQWgxABUIuAxNtR8AEvGGwZ5F9hdfdhfcGwdydBWgM7HmmC8xwcQIspf50YRwjYM7MY2Ai5Gowp2MALCvsGNjzzpqLzmUZWHaZEI3pQ5QiSSlSfUMVs0sh8wZJ4nXTs84984u2zNBI2UQup3IBBN19teqe89UWSpGUJEydOuspj8R0XYVtNfv8lgowcdUGZvbYVbgGlscYuGgc04Vx1ivitHzrK77+PsjIyLwgkVO/ZWT+DiSf520AvosL9W/sYDfAMFhx6GUOgKV0Iyioz3zG11IXl5SGO0tPpgy8YC6scwhs8mAnWGCgBJsVNAIY/nmoNv10oqT9ztITvVc/+ursQtrQBkjpsy+997hJldsLABLFiemcPutSppu1nOQ4l7Z2PBwtd97uPB/+mrc15DYm6O/9tYaloDHU6JlXbOX85InPWJSXtS9k7znTbMzb1fqin44LaDNkJl/fuEehFP25lMLu8oodb76qK9VdprXeUXbS+dDkqthHzuxqa26Y7ov9xpV44BP3pd/r3ZE5OVRj27B2LKVW51KX8QFp1F+kvL5xMGcPS/abvvKyVfX/PYy8iiSpiIXp31aphWnt+ur3DQ9yaqkRhdSRq4yzj7/aOrENLH3kEADzSX9x9L3HL19b2zjvbdSGky93TPDfXGrefalzIghcz5nu+ppCt79ljoMFtBTM9foMH1pz6sjNjT07Vrw1AhbErr9o3R4UZoBXkBJETv2mO1/+xFCFYetvL3+wr0SbaH3nsStPVxpi0uc2HtktUnR8xb+WjGTNOwFATYTYqxJzBy9rmL7mqURx1y/DdZsBig87zx9u0ER3jvRpj3x5sEkjtWvbwNwAm+7ddLd4qX2VkZGRkZGRkfl3RfJ53AD+CObmW5nGu1x/fJmzYDEaBxaDe8HEy5WfmQMzApTiQoPLGIDNT8aLTz4QqTJ9v/zEajCRTg1WgknCBSFUByAZFxVd90Vq0seTrisBLEkSyZ8frDiXWNRxrjNIE/ZZBZioqMdiJAqL3ohcXgGdhgPPETDhlAMTXjNgNSTnwZ4hNAAun9+OUfAkBPYcMIcLNe0zAIzKIBXsfQhQFXREQi0ngI+XYjReR/aAxdQiWEp3d2H8k2CC4SJYevvawv4P8bwo1FUvqBUKUd0/WOHmsuiRNKQWrBHRxWTA6ki2X/T+HJjx4lKp1tHC2AEALc3jB+cW7OZA0Nx60Xr9eHaj0g4Au1xFkZOptMoeT+jCAOps1vjMqto5xYnOVU0AmQaL20tRcFAqFMIBKhGnKPFrwQTeGrBrwgYgyydpr7ML+wiFAsA1Rx/44GOXGLOMjMy/EMX/vYqMjMxzwbm9d0s+zwEANwH4ROHtk7hwkz4HJjjuTEn84d+Ea7SHk642NvlHk/0Zy4l2/dIVYMEKQSHoEkRoeQ7NhGAJbLazeiGvnQEASULq5sYeusM1M1dpjJWC3fiXAPRxBNuq1EklgL6sSBbu6GzN+fttsev5huirX3aWPhEpJWG/KZXwGs2BeDrxLdRZ8rt4Q/T2jDZ1q2XJUZddygTW74zXqs5JIJwkSWooOWX1zgVy05ZzN3x4fuPJ0ax5cZd7qh7Akek5R2LVS+eQ4TnDT5qeavl8OnAmqNdW+SPG1LDWTG6oH8p8b2ytYeZAabj8lrFMXkXiHKWamfuqLMKstgEA8mFVUO3OgAMtfqlp8tHrLbPXrDjEZgDre0PO4+Gcznb2fI2pUyLu09XFY0XOWI6QZ4uOAKBQSC1trSODp7o8SknitGCBWgLMmbr+4vXPLjn1YMIwBUubaQFLV+kBC4yRo2Q8K/FBIy+s/KgfwKCCl2BQZfX5WVv3VY+9atNbPH09P931yBqJkhMA+nkCzcdcvWseiFQePZgoNn7Mdc767R/tqnnwwNrRr737UfdjfNkZGpFE31lC7/5Fbd/UdodK/3LVclHwVrCUn4ef+yqUkZGRkZGRkfn3g3N7fZLPsxXANbiQqhsBa7YCMKFtWYg7AyaircMFEU0J5iAsBksHbgQTHAEgDtac5cjlxoWNJcrUETCH4HJNRA5MUNwB5j4EgISRF3a+3eYVVUQ6dShRHOA4qlvTOGUdClQGKXQgzLygBnMqpuA0VyAnzMOoWw8WO+bAUpTLCz8lUFoFoBiEBMBMD9AEMJxxUSMIiYDFqC0AhsDEODFvQzpnAi8poM2bMCapYUq7oAXrAi6A1aMkYJlXIpj54eHCPrPyQpSaAGgoRZ3DFveJMYW2Lhw5Gx21NAY20Bz4i0vxA2BCahuYc3L5OB8BE3U3XuoDhXUNhXVUPX01l4HF3nEwITZZOH87L/pcCkBHKq1KlLhDytEJtUEUeTEUNuZOdK7iAXKicBxpYR97AUQJodb2jSNNfUMVx6IxnRUgFKwEgJ9kqcp5FnsKIiUA/A8AWaiUkXmBITsqZWSeBySfhwB4L4BbwFIgZsFuus+kLqcl/siD0Qp0p+38XsM82WVYdGo4sRYsDWEELBBSAcCP/7TxmHfOrvj425/mdXxerSSY7UpZVYuCVnu1cZ4Qgi0rvn658U4GLHhbdnJ2ANiVyfLZjQ+9Ray2h7zbqyZGX6mbdNz8vRtIyX9NZjMLunT41QstyjJuLne5J5MNmveA0H7jDYvB4UjxTlC6oA7BWzGeXffIV+7N/Gm26vQ997dVqiQporkx0BJfUvWYLJlKooJdmJDOKz8dyt3xyFjmA3dfbTtsdXNV9rCxxBztOzZfcXV768ioNSzNfqPlaMvl//2OkuXBc2ox1nzzUNcna7pWOZUZA4AEpcgSAn9hXyYpBb/z4ddFQllt4zXlY6PHH6ktKWoORqybgyudkM8imVIfP9tbwwOkGKy74yX5ctvBjhurvbsAQKI4zJELQdKRGccfH+arNvoFbamGCMmvlHR6TXx+PVhAdHb5/H72nj0dT3bW7RLU1LfUSubby+ZiP9/9yO7CZmIAvDFBEVYQyaXjpbU/fbT16E8e2bhdq84lm3bMHDo1qlVpfrWos72SEMMb1FsvGuLn79109ycgIyMjIyMjI/MfiuTz1AP4AZjRZiOYsNWCFU49MLOAACZaVYA5KNvAUpezYOIdwJx/jsI2SsHcgBkwkTABJpitrCO+3In6GSenRLH0tpkdjsLyp/MCt3HhSffh9KDZyOdgIEwwjICJc+1gIuM2UJqFIB6CUmEHpa3I5M+qusZ0Qq07IBVbixKl8CWLYTJOIqCJoD28CkeyDnJdYYxJCHQKCiKBCXzrADyFC7G/dcV3rownjxXe2wGgA5TuMI/gqM6HmmQJzmVtMOr0mZj2tLocEgkDyEgKbPVtQRQcKX+OU5IAe35JFb7rkqomWMxMcaHknG95vARSJ1MiuLVgz0AnwWJrJZhhYB0AolQKwfZWLw/AMjnjPDI7b18NkDCYkIzCeTGBPVPdQAid3t4+WAEAs/PWJyamizMATFyGapydWMOJz4jVALte1Ecf+KD0HOOXkZH5FyDXqJSReR7g3F7Kub3fAQucngTrSLdh5TpaTlS91jqx48vFnbl9xvl6DnSqsKgCLHCKAEAirez//VRN3n9lKvuxhY1hgBgBXLVBF95zjWl+KyHYDOA82E35OC4UjNaAiZYjYCJlKYCQSiWmMpRXDS45W/bY5uyLRmVm5yu8yYFf2HLR18yv0xvFUNEvdG1Eq1Rsbpp+wqRNUx2E7G7X1GPbpqaOFo2KtgzHeT9+fPuJrxzfsUoozc/yVXOxVfHQ04sDNufCZfGKhS1xY+B1ya0BlY7/XqLRUrI6GHKdpKsWRqyjnDtdpddlO4d+UZ85d0/DNd99YOvMyuNC8sTwzZoTVU5lpgSAaSanG/icb12eUjTO57WzQUGtIwTbP7DmjKrrpfeUfHXTob3/dXXnOOnRNeYCquPPdU70uuxWgz5jx18QKQGgWJd8JrCK5FWK0aTp4PLrR2431c6cUo4BQIYq9LfPtzUkRMWTYDPHz9Tf+eBrD4t/+sq90W+9/bGlyq689rubH18+9xJY1/aW7wcbyyKSOgkAfeMuCwCks6rOzidrr40YS9SBz60u1bxGaxIlMkopVs4gyWnfMjIyMjIyMv/RcG7vCOf27gVwD5g4tgvPFikHwdyCG8EaxvBgQqYCTEjjV6w7AZYKzIGZC/aBCV1bwRrPHAFz/B0G65K97OBsBxM9OzmCpXp19HDhfaVSIRlMWyKmUCM4MDclBXNvbgZz+tUD8JFA7ICqo78eorgIQXxUs7/bxAdiAUXPJAWlWRCI+gUECIWQseCsqIGjMM4KAI3OM2hVJKhU2PfJwn65Cj9rwdKbLxYXKQpNJQFsBSHDyjg4QmEyzEFlP48N2pMaPSRCwJp72jgBw/ZzSIHS5+qMbQBLb9+G5xYpAZaKv1JzOI7CM49KJdB1TVOmQm1MFI7VocLxjy5vl+OkXOe52r4Tnavidmsc1RWLvbggUp4F6yCeBnPEQqUUFgGAUizNLjjWgzlI11mHkQUwSdm2lxELx0dGRuYFhJz6LSPzPMK5vXHJ5xEusSiKQtrxQMYi/SRU371RF8y/zjr+zEcBDFEK47cCTT7XDQsWANIHnH1ESWgV2AxjGYAyShEmBA1gs40hsHouETAHZxNYwLWcet4HIDf6qh+2pvP84m/H65YOaZ2vFEzcIWWLWrzyDZHB93xqZt/BTPHj36t10N6TztpP3/SU7/Y7r127CIxJhG7JrMkfW7N5ivRTo9nP6ZLcuUi29hopP6hylAaUlrye54aIJK0GAO1C1vg2+4jr06s2SDUfHDotUq767GClsK5p0px3qc38UePjlEJDQMMUxArQnGvz4uEHElX6Rk1kOikqcCTuEkfjluzX/K0HvVbtdRIIt1vle3SXY9Gm5GjsjR3XBXe4Zm2feuvBgffddfWaqveM+Aj3rHqghQNKfR9sPjX3hTM7lHmJr3yuc+ZQp58JXEfPaYInrFX564onn65SxxrPH9c3CB0phfXz2g5iIoSMpEX9R4TLASAjcU+oibSFEPTrNMIeQOhqXz27Yf/Xf3qC52ljYZNHAex8JFZ+dDBj3vrdb5Qf2rs+euD0YPmVheWlAGA7j51BTn34RKphJwAolfkltzMy7CqK8EqF2PFcY5eRkZGRkZGR+Q+jF8wNeTEBsNRuEcy9qAR71l1uFtMINoF8tLAsB+bsqwUTPlMrtkWAZ7KXngBrdLkRF8o7jQOo+bCz1/OFxXWPTuRMuwFwakUuUTacd+V4XmdqjszGB8wZmueHwETKYQB56jAa8hvrphUjPk6oL94rVDoeU0wtqbhcvgqZ/IxhVpUlgzMpWuUqhUoRkzRcPma4IAT6N2EBBFqwtOkNhZ+DYE7P0yg4BHFBrOwFE0wPgwlyeQANwRYsFZ1GnyKHfWCCZxrsWeMwmGCbUMeg0gRwPOO8ZN1JgLlUj+CCCHopomDiKXAhhf4QgMtczkjOZEx71q8ZHz/XXz0iSZwA5qzcAea8XHA6InOe2vnVwbDROOgtN57rr96BC2aPSTDBchzAWqUy32+zJDrczogGANJplTefV24Fu168wXWkCYAdlErqMM7r5xBSxjF/4r4PykKljMwLDFmofA4kn0cD5nIrASvCe5hze3P/2lHJvEh4EMCNF73XB5Z6ciQuKaSIqFp7rWmagDkj1wCARGH/fbTy6DiMpQCMu/QLCzWqeAnYjG5RTiKz5zL2MYki265f4gHsLWx3uflOAqymYhYXUlSyHMGacFzT/b47rlV974MPXeOPKh4byNquft+2k/tfdd30XgBHVtGwRdLSpZSem/mBtnqrypnqzfm1zpYaX28mrFBE/uBeNdBoLDXPC/sNLp31Cd9qrrInpdhXO7ZQ+fJwfqJXFViCPhO7oUoiGI1mKNfG8ZjjINWva5o6yHG4TO3MYtcbJ/1vsY9uWlvnO/uln+2OfOO9j/pSJaLhR0FP++PxUgIAsz+vOpKd166Z5CRT7YeGeQD49Wyj/rPjezcblLmnLaqM/oZKb9Fnj2335wXFxML95ariV82YCQvaugGkFZDwueKzFW5letcrSscyr3r6JccGI45tlzpZTz/tiJZfERk89KAl8MMvl9R/+vT0/ONz5eGeD4tLQp4rBoDgpzMqItAmjVZS4SNI5yRu7kPzm9pepp/q2GNduLawqWJKEed5GiucFwcADGXMHQ9Eq3Ylf5s93Pkd7Z5OaDPKzQv7i1s05Icf/n39p3687/ypgYo19nPYmaikx+KVWJvPKx0zc0WOmbmiOIBjuDgZXEZGRkZG5kWO5PM0gMUtAoCjnNs7/S8eksyLg3NgAlXVRe97wFySc2AT98OF35fLDRUBeLzwOR/YtTeCC7UtrwDwNFgzx2KwhjN5MNFMU/jsGrCYOwugjCeIbdYFVBM5kwDQI1cUzWr2fKjb8cnIOj00tDbqtSxRESlOwgKYEKikHEdh0XOCWimC51RCa61LrC/JU71mERypABCkdcWEAvFAG2dRpOEHcASglBAqUZ5bdjhuAxNQW8AESEPhvXEw92UvmJsRYCnty6WNZgAUU56UZR30lGIeABMy94A12qkGS7v2AzBaB9G+aKadkppsBKWLijTGKUAkJRJUSS4vbLOncFwtlzhfHJiL0lo4BxoAktGYeKqidOnlAKDXZas4Qhel5dR0xhjPiW5P7XwpIdA5bPF1RkPqcDyhawHIHJiYLICl8bsIkRY3rBtrUCokEwAvpejwjhfbwITXbYXrg3U8J2R91oY1WSafvv8SY5aRkfkXI6d+XwLJ57ka7Ab4KIAfg82kjUg+z8UFfmVkLsV9YOnfK4mABTw7tuiXLv+o67z3Mwvrp0UKC1gNQ4gguUdiFWkAtWrkszdaJkVCUAs2o2tTEGo9mSyiSohZMHfmOIBlp2AeLG2lE2yWOFZYviEU0xw+1F2dvfujv2/Ua/I9b7KNqd5oHX3iVdapNQDmKEXVV33rDFGFbvUjn/hlSfkZ7in7ZYsGQ2Nsym/hc87r5izBlDZkmxQPN75kdJ1xX1DBcaRYWp9aPJiqanvTFwKu6+4R8hX7lIkpl9vyrZHW1KstE8spLkc47kL6SUeyeNP5tKXj8o1jyce/9RNfS/3Clq16f86eEx+TJEjzvy3vyM5r2aysxFWGjjmOiSI3NDJevAMAEnnVnstLJqWMqAw/Ea7aGWhFIjVpKF64v+wUgIOF47LVzOcUbmW6DAC0CkHz0L4Htm20LxxstfuGqwyR2RUZHv4HbjcW37BpffKOj5VXG+82W74daL7s9NdI6eRJ9RoAoEBu7v3N7pmProtmsnzwa5+s7Lx9vs2ylNaN3PTEdVd3BVz7ARyJZ5Uz+x54xcO9MSsB0CxRKB6OlnNf9a9BvTL6lPWxCA8e866HDPGyr8QqglF9mVYl1nz13fvrd7WMdxMAxilsc55GnMvRnsL4/nf81tvkCRIZGRkZmX8bJJ/HJPk894O5wO4F8EsAk5LP813J5/mzJnkyMivh3F4RwLvA3JHLnAd7dvOAGU0ksCYyGjDH3zKDYE7KbWCipANMHFODpU4LYM5KH1hq9ZnCNhbA4uwYmAuTgAmXtn3G+bZd+vnDXys5U/9fjpGWKndkeKfF13Wqq9652MIlfNuwM16JEABttBZ8qBlZABFoVZvB0pYpNWopOLIZzBWahFLhpioFRDV0GSepAlCh0eRiKkU+Aib2OcGEWEdhG4YV+6gAE2AJmEi7HuwZZAQs5V1b2FdEa2CnBCKYeKkBe64wF7ZRB6CJAEfcJ1FX1EnPuk4i4DyDLa4z2MxnUbviO1sKx38YF+pWLjMEJpyqwTqtX6NU5O1rG6dfQgo+0URSc1wQ+S1gImUr2LN3qyjx6e7z1WlK0QHgXEvzZKDU7TsAVpu/orBfeo6TAi3Nk1NKhUTBhEkPITCrlKIEJtB2Fa6J4sLxOAImHIcA/BwyMjIvOGSh8iIKYuQnwGp9rKQCwAHJ52n780/JyFygEEC9FKyGjgQ2i3gt2M0RAFCvju34uLuX3hOqHwFL3e5XEvoyAJ9apwke/k75qQoDL9SABUgdAHo4gtx7iwZ3r9eFm7MSOR8WlINgwUoHWIAAsMCifWTGJokS0SfTyoHfPrVW21gZcCh46gdQ5FJm9ka7LeTY+fI+ANWEoHq3FJr/VtvTw0ZV3hws1nAJg2rJef28UX958PIFk7rd8ZYpGxoywkZD4Lw7IsVtymxsMWB35gWF7UOndof3lU5uufqqJVCetP/m/Jq9VTQdvt40vb+YTwgArVnebx7SdEJUJAHs4Hm6BSyY2dk7UWKc73I+nJ4w7EJe6Ff2Tp0EgEi3Fd3nq3UAeeb/ql+dXmN+/RdfmdWlhKd4rVQe2i5G3TfO1uBCWgnmv5pP5nPkmRR8QtBz396HSn+794+rnrzmN2XDN/5o8V2NXQcBJKY/0VK38MU1Za4DRqIo5tyJn+eOzj/MbwYASc0PzHxsnT9Xqq/Ou7Tls7c1557+g801FrD3d52rXQtwXJE2ZaUUWz52eOeUqihr/sxUm+pXc/WPvGt2q+GBaNX2ddqQ+cPu3rp1r86EjO9QT/JOriizqFlKZlRNt377usOUQvOZtz9ZXeKIzQOAIoMS1wm06OboTwB8+u+7GmVkZGRkZF44SD4PD+BbYHHRSgiAd4PFTjIyfxHO7d0P4HpcaF6pB6tvuEwxWHmdCJjTzwvmnPsAmEg1CuYgDIGlgmfBOmLvxYV08bNgolk3WKYMKWy3GsxZqQKQIATn3mIf0zoUWTeYYHrF293Du67yeA9JKqwCR/hEOcrjZeCSpdAJehjB6mH2Fba/BUxMOwogQQFzsgSJUCMEqsRaMPFQmUmozGRWZQWL+RNgjWNmwQQ3BqWSMkanIVKhMMalwneJhXXDYOLmSQAD4EldzoAn8Oy6+qbCcVkqHIOdALqUSWT4HJoAQFTirKDHworP5MGeeSJgRgUVWBr6kwCuxIV6mjs5Thre0DLWxHHgKUV2dt5+pKevejl3aBeYmJwvnLNmBS9lCcEuANF0hhPmF12thePcB1YzdNWm9V5q0GdShfd3ApQC1NPomXXqdelxMPfsSsF6B5j4fOP4rbcFISMj84JD7vq9gkLn5n6wRihHcMEiv5JjnNu7/Z86MJkXLZLPUwzgd8Clk3czEjc0kTM80KiJfXa5tIDk83wTwGuwQtjMUzKyJKgDLkVG/HmwOnUoVVZdrYotftJ9rgos8MiD1djp8wUNitd++jWXadX5RCKtNgFAW+PMgW+857F1ANz+sN7/6k++NqSuTi6+/E1dwk0ObwlYescuAHjjoau7usLFle0bRhwAIOZIpwjOpaC072VF42JRVpDefOh6D5/BpDoMXl2TzH+7/aC0zTW/9/PdW468smaoxmMKVxAClUSBl5659lG7O1ZUokhGPuXu2aniJDVYgFh3OOx6oCvvqOrN2Dak0sq5zE8sXdGDfotyNr4FerVfMmhHwq9cpYnVoh6E2IlAU+5jiLx6T+9UtJzEblnXtfltZ648biyP1BOCOoAKOJZ9ev623BWb9sY6PnPvxC6OwxBYzR0OuNDlT6LAq5566ZGBuK2hbf1oUpRI3P+EepZ8ZvFqABD1inNTn1rfQFW8+pkTRimMZ5aeiG8q2rf8lveVdwUPjNUc/5J3faqsbqnhzLlVzSZj8sja1VMaHSfoq5TxmYGs9SoqgctO448+zlk0O2WvcJ0mQU7AuoZK/9EffPDB7emscuD6D7/JI4i8AsA8gM1HH/jgsxoPycjIyMjIvJiRfJ43AvgZmBhhB3OGXcxOzu09con3ZWSeheTzKAC8HsBPn2MVEcD9AL7Oub1dhc80AfgtmKCmXLHuI2DGlFEwIWsAzGFZBmAMrITTeTA3og5M3EuBiaRLYMLcNYVtdTwQrqQffWrfKknix8CEujUAQDL0ePEpbAUTJreDCa2nAJRTIO7fCEHSIEB50gBWfixc+LwVTHztAxNTdxe+6xCYSGiwnaN5TQTb4uU4Hq8hW0mWnlZH4Mu4yOVg4uujXJZCUqIJHDEB4EiWpop6MKPIoL2wvcPIixtUJ4ZO5nY2acDSkCIArgN7MbLYDpOkIVLhe0sK49+MFV3RCwyDOVB7wETFU20tI06NJt9IKfLDo6W9gaD5Wc1HwTqUb0HBUFVbvXC4xBWuEUUc6+2vKkukdFoAqwCcBWi11Zz0NjVM1xCCKgBnqlWx+C2OoaZHY2XdTyeKN1NKxO7zNdFkSlMD5qxc/r7/Gb/1ti9ARkbmBYnsqHw2HrBCywTsP9kj+POOu9skn8f6zx6YzIsTzu1dAPA2sJovf4aGk4YbNbFPXVT/NIEVIiUAERS+sKhOxyWF+o32iSsNXD7xSsukHWw2dQtYCkQSwJVmQ2YrR+h0Iq0iutp4x9ff93DvN97z2JVgAddhUSK+D7+hw/+uV5wk15hmKudyOl2OckkAp38erP6NzR6bzOWVjg1C9E+3SCOHJr61an3oIXfgY2VnhSsMc3m3kLW7TtFZ12kUWUZoy1WqaelBoWR1NKMafL1rEBZdKrQkqLoA4KfeNScGJkuvEQROGxLVW5VEUgHA4ZBz7EuLaw//KVVu707am8721hzrOlfnuumWc+Z33bcE/1vr+0kyWyJVOMyGOWx2nQDhU/SYeRQnCFBiqUiGfzrRvO3We645ZyiOFBOCBKU4tE9afPLz7eea1NXk2OnDpsqX1K4ZzaSIESwl5lnpZBwBfr3noa3b1w97M1nl/Omznvr5JVvR8vL5W1abnyVSAgAhiG8qetbf/3TE3PeZrvZUcXGksnewpohSwntq5xt50LY7Sk9ZP+Tqv8bkVx6dmnUeUleSG0SJy1Ilp/dtI+sW2zAb0qhiZ72l+/XafO7L7zxwBCwI3i2LlDIyMjIy/4a8rPBzubGJ9xLrXPfPG47MixnO7RXAhO/vP8cqGQDfXhYpC0yDCV0rRcqzYIKaD0ANmDCpBHNPegBcDZbldBnYM2IK7HnRCyZwGsGEyG4woc0xnDLHTcZ0t1qdq9VoslSnSz8C4ABVYFpipZo0hbHEwMSzPsphhs8gRnliBxMWdWCdrAnY80FfYTyJwrhzYI5LI4BNhLLnVv0M1tnO04P2PkQyRbgeLP3aD2CXpMRq1ykYSJ7OABinalLi34T2aC1OUDaBsJGLpYaFhrJiMCNEsjCOY4IGjwMoUqZwDkxENQPYj2e7WVeyCkzALQfb9jaOl1IAkEypT19CpASYo/MZjYKyBP8Ts/NWVSKlE8BcqF0AdlRX+CeaG6f3EIIgWE3OVEpSrlIT8dwbbWNX3VV+TPcWm3dg4+pxr06bPk6IpC004vkIgC8+x5hlZGReAMhC5bO5uIPcDrAZoNRF75v+KaOR+beAc3uHwBrbfA8sAFruRngbgBsLqeIruQ8X6u4MAnhCyVGs1kSJlgjZ7wQauz/v7kw3aqI5MBdlAkwIjQKARiVEHv7aveq1t/T3Ft84s6Gtbn5tYVtKAM5ie6L8qvaRzJXlU9nvLjUGPuVbzykgXQMgE8yruC81HL/mh9sfe+yW6t6r7vl9mzrUTPobWgIhB8k4Pv7Ty/m3fvHGbXwWOwEkeI7mP3fVkeu254IjL/n4G+ve++3rN1moYHEocnQwYpv44rktzQBB/3CFIi0pxKikPDPcrT361RtKaobTpuYlUdt6smvVdDKl2QYQxdfOb6rtWnIj7TFT4jJ0iGW2FgDg87CZx2GI1mFLxo5DnxnZsls3R7onzzvXTd65yp6PKLPRLqvmR9/Yua83WDFY9Gv9esPN+hFzkejX6GhpYf8VeHY9Iyg5KfnDqmNt7bmYJElkNFNniqXrTIcBoOwb58GlhbiaE8ZZCskzPCMqa3hh5MunNi6azSl131RldSarKtHrMsc0asElguP/Z7Jt6HUHrx98ZLx+p06XJYSAVJX561za5BgHafG+6x/0/+7W316zsWHuKgBr2hpnXff+z2+3HX3ggyN/y7UmIyMjIyPzAmdlrO0Gc6t1XbSO+Z83HJkXO5zbSwHcApaNdBosTouCZTRt5NzeUxetHwfwUOFlFMwFGCl8Lg2WEhwCSwdf7i59DKxGpRcXCp2fBKt3aAKrv+gCqzG5GUDiCuscvWbNANm0frS4rWUsubZxejvHiYCClAc2oZgyU8IEWMOfJAUuD9UhnzejobCNOTAXZ7jwPVoAl4PVoG8sjOEMmJjaBuBEsgR6ymE8sAndnACFKoErdD7sL3zeBcAAjgyki3BOGUcAlLIJekKQLCNbKA8RgFeyG4OS06wFS5nWADBTgnX+NnhCazBDBNDCGEbx7KZGl0rVVBeOkRHAsYHhcg2lWDLos9sqSgPHwJ6zZ1esr13xe3IppI8HQ1phes5tA8v+ioE5XzE549wqiOQUmLhcDKB5UdCWdiTcgkSxNJCxHrovUrtRUuCqDesmtl639Zzzpm0nvjd+621fGb/1NjmtVEbmBYyc+r0CyedxgglJ5KJFy7UAHWA3NEdhBk9G5h+C5PN8FsCbUbgRF5jOSJwtKqqOu5SZKwrvnQETIFsA9L5nZhNxK7Pq/3Gf8zwdL37yV+Ga+h9XHKsEewioAAsUDgAw/ilaRn4frW6tUsYPfaq45wYAWBKUTzgU+X1g6SjV0yF94nSieNhL9ZYpamgZ+mZjcFXpUu+X3nVge17g8h8eaZ+utERpx53rV3McJU99++4MIeDv9Tad+NNMLT8QK7LlBX41QPS11qWOB/b8Ua2RhLZXtjSfy7uVJsfdetvUnHNgZq5oOwAoFMIRQVDsUEAQBm68m59etMy85Qs3qiVKirJbck+HVOq2N9T1nzv083qVmFNtBnCUI1L9G649O3zMW54c9bp2fvC1R/q3tY+XvOq21ztrS8Onf/ThP6ws1RAGS51ZpgPArnBA0fXyD++Iz1xZvxGAoei+8Y6K8XnDy+/NxV6yZmLTE3NVw+8/uXc1KFSqKPZXlYTVn9x0tKS9aKGREOCnI00n/rd/o86qTie3rxnJTEv6BgmkJJVWneg6V7eF48TU9k1DsVJlcuxa02ysXRfY8bZvvHTsW+98bN5syBrA/n+pAXN97ubc3g7IyMjIyMj8myH5PD8C8PaL3hbBRJ9thde3cm7vnf/Ugcn8RyH5PNUAfgMWP690Vp4AM/KsAxPousEEzLbC+4+CuSvPggl1U2AiZwPYNXw1mKiZBRPiix6IVPY9HKtwA2hMpxWznefqiwHCF3fQMAHO5zUIx2rASxo05I1kASI1giABjjSBxflrwbKithRe7wSL5dNgol4zWPp1HCx+vwbAYVC6uagLZ7gcGhbbEQZP6sDi4GEAm629tEMTxs7gWhzJWclOPkW7nWfQQFhXdT+YezQAoDxnwKlYJbI5B6kFExYbwJpYXgYm6i5PQFyc+h0FMwoIYDX7XQBatZrs7Po148nxKbff57dmcCHVvhVMiJ0Ei4lbwLKiomDP44rC2BxgIio2rBud1WlzZWAp8E4w88YmPZc/qSEC3mQbE8uVSZuZz1VwBE4ABzi396rnuDRkZGReICj+1QN4IcG5vX7J5/kDgJdftKgRrBvaFIBfyyKlzD+BeVwQKUfBZlWrNZzUreEymsL7k2A349VgqRmmPcbF2YdjpZskiiN7jAt712uD02AB0zawAKAIbOYztk3v19arY5Nf8a+9/jOn2x9rN/ppVXVQdCjyg0fOVQZ/8vDG4nX1C+HTI8UacXvSpq1K5suumx/+yOajNpsxTTpT9mGuOLd+JGNOzm/hJh3dyP/kVMv8T5eaLKGsdt/XNz19/odRT8JsTOr6hise2uGYL9JzQsWpjOOI83dG3dlfFc9y75pIVd7pd2k1uYMj4yW1zQ1Tpd6xsuOptHrrWNx6vL44vPUdN5w5WOGK2Latnbr8M2e3PdxgXjKe/F18XbbMeVBorfZ8+A2HZ65q925/Ql3mXbQjq3RnY2e6KtKCqCibmLeWXHRcs8u/dCTch49P2vLKH8U7n/q9NakSQ7vLzp2fnP3QmkTgtbXbX7M6/PirmweuBvDI9RVj5XtLpvJTPkvnzV96+TWvqxw5utm5sDybjbfU9295S32/DywoRURUHp7P6yPJjFL3WtQm11n9XXeXH91JCNyihPy1H3pTOi8o9Fp1XgLrqrgy1V8uLSEjIyMj8+/Kj8BK4qw0BfBgcUoHWPrsr/4F45L5z2ISF2pUxsF6FFAwh+8kmEiZLfxLFX52gYmAS2BimRssDfsRsBRne2Hb28C6VgcB8HpOkMDqWB7UagWqUedGs0mVIdSIBFWgSJGCMmtDDDyp4xN0rugcgqEmIGfBbGFMbjCR7jRYZtBZsHRvP5iYVwRWI1ICExAfA6U1JIf9gQ2wOLoxaBlGOrIa82B/a3YAuWQFnJowcvbz2ObbSp8WdWTH4iZ6zjSJjCIBtSoFCmBQUiCx1IrtIOQE2DPESTDRsR5MvJ3ABaHymb9rIlKvoxvK4FpMSSriBNAE9mxzOJ1R7zx+pvEEAA8ozRmmcUa3gDpOQNLfCqWkI8uNjpa7mZvBnnWWU8yzYKKyPZfjfTotzIVzUAz2XPRUUlLuvcE69ehabdgAYOOKcy/H2TIyLwLk1O8/511gN4OLKQebVfv0P3U0Mv+p/AksYJ8FE7J2gd3cd4DdnLvBgoVaMCfeFIDkbsOC9eOu81McgQHACasiN1FYB2B1cDrAbuIqmyK3oUETq7taM/vksafq9PdpS68KChp3WuBTNkvKMjZv8/2+o3nz7LytmTtpWBzoKx8+FSnXvf/k5eSd49tGvhds3GLk8mc0mnxxIwKxjAOpr0xv2upL6xU5iVeWWyLhmckiLpNVPZ5IaGt+Pt6UvG1qU+BE0kW2z6Tytqyh4b03TYeXbk4uuoqil7W3ek0atTDZ0jzeQog0/rauy1X7Y6Udm3aOp3esm1onSJzwy7GmfZ/e314nioSX3BZr6baFocvbRxx/nKo/0rVU3CCpiO3Wrssv//xvLtNnrDi81ESmRzPGI5QiUzgGAoDgWNbw6E9Dddv7fRbtE/fb8pJIdgKAeiFVVfy/A2FQOnDnwIZ9n51sPSxRbACwVqcQjGKOowDwVFftcjr5M3QHnecSOWX/9KL5hJBQSKs1kdVtlsC6DzSfOfmTnY+1kkLoNjLjmEqk1XjnS0+NqpTSpsJ5Wdk04FL//8jIyMjIyLzo4dze0wBuf47FmwG8gnN75S68Mv9QCunid4GJj1qwa28L2PNeO5hbMFV4f1nYyoPFkZ2FdYfARDsegA1MuDtdeK8ULGZfZeOzeTAXY3Ve4ByZrGo35RDR+WHKm8ClysgW8EQF4I/KFIxERJFhAjkw0d6KC3UorWDuyTyYIMmBiXlPgqVDuwF4IdIaywDi4FANQvJLrYSLrCb1YE5HO5hoekrQoVjQoINQHCUCSgAoJS1JRhrJbsKeI0YpQYOvHUsgZB4X0s03F45ZvLCvi2DiLrAsVFJ62tGFtCKJKiKivDDWZQPGTjBxtwXAkGEKA6ZJ7FBkUcyJ0FPlM6UfRi86bQRAJxFovzpID4HSzQA8g96Klnye78SzJ/1NAE43qiNmSrGm8H3L/6/IcbaMzIsAOfX7Ekg+jxnAJwC8Cuw/vUkAPwHwjYuansjI/MOQfJ4usBSIlcTAZlJ3F16v7F43A+aavBKshIEZTOjMgqV6bE4LfIdWIV4ONnPcBJYisvmeQN1Jn6SVPuo6v7M76Dzyhe4tRboeXpyYcEQ2rZlOfP3m/ZuHorbQ9Y/faB+88cf6rrT98Xp1rFVNRM23A03d21R+7e2H9yWrjZH0ubCzoq7aN+8sil5JKToIwS5RIsFIRDey1zUV7blntWFszr4NAEyV8Y6i18zuWt45SkGtudzDQYXawPP0suX332AdPaxPwXj7Y9vT+s95TYJSGxWubHJVfmDY6RDzZx7qWrtHotxKd8YZAG0NdbNnixyx1r36uYMLsw6y3TIVazYH2gxmqfgrv/M82vE5nUFaotvAgkwAQHZTXUfWY6/UX7k0VF4fuOoz7rNPVaiSewHg4eOrOr76y127AOCeT95/uNYV3gkA/SnLwMsefSWPFLG+Upjovenq09bK4mgarB6PHkxsBgAshvTD0aRG6SkP1oDVF+0Cm5E/C0Dg3N6X/nVXiIyMjIyMzIsTyee5BqyhRRuY8PI0gE9xbu+5f+nAZP5jkHyeG8E6gl/MIQBbcaEJ4wCYSw9ggtcVYE7M42Auxq1g2Us2MLGQAxMVe3ISZ3zP7JbyPLjjlMJzpruOy+ZUbgAhRYweNY9hVbAFSkjwgidXATiu9dG8aQTNizvIONjfx+NgdR5TYLF9tDC2drCyCSmw59XHQGmVcRzz8RqsAyHLLscgLrg9AeCwZolK1n40kEImkKCGz9+GLCdg3DyCjCaIywgQjNRjOFVCNoMZIhrxbEbB4tgWQqQpT+3c6PBouQ7MBbqZCHRB68d4qoQsC6zLLIKJjgMANikSdMzZhWoABgqEF3bCAkIIWHxcB8AMSqEO4ZGsDVdYhvC0zg8xa0FZrArRvAmr62sXxt3OSNuK79gP4CoA2KBd6rnJPmxQcdJC4bi9j3N7T17ivMvIyLyAkFO/LwHn9kYBfLDwT0bmX8XHATy24nU/WICyC6wGTDNYasojYEHRdrAZxCCYQNkJ5rYMAqBzSUPPtQdeuVmnyC8VO0NLb2vsffwa86wGQOStRaPbJYrTEoVPr8lk/Rl9ZI0zHM8HaNXczryVAtlGS6j61qauI0pO2rFZH6gAqzMz+j/uc7soRY6CZM4Gi82rPdMddlu8dWbOfkiUeMX6qtmTYajddltyc3fOgZm04YRBmz3fUr8QWiziUsvdbSgFDR91HJ/pM20sv2k8v/JA/CJct/OH5UdHDr/l/vW515Dcrx5afSDB90eUND75jbNbd6wUKYlAU86TMCYr6SFrU6q5RJk8bkhw3F3D63fl+Nzjn36vywFABIgboM0AeMqCKr++RJr7w6//WPSmL7xKu/SIdVvDW8YeqahIXgvgfDqrUH3n/q2bAIACC1c99crWV3sGT99YPZz9brK+aGvb0KrpOccxt2UpX1kcXdnFcBIskOUAwGVL+l225I7CMkPhfM4Ufn/r33KhyMjIyMjIvJjg3N5Hwer9ycj8q3gQLFZeTgvOgE107wZLZ06D1Z/UgomSAHBtYZkEZh6oKiwTwMTAcbCakiMAYvcE62by4JIAdosi15fNKps1yB3i5pREUkOtjqHGMIUDkhLGFMvVWcOncZoqsSxSAkz0bAPLitpa+F4jmBhXDkrtfBr7RR25GoQgzvKoVIX1uRXbAdizxHqtH2eXRUoAUGThdh/DEY7iMgCQOBzNWCFm7HAVPrNyG6gs8x+1mBPu2Xm7Lxg2JZobp/xD3vL1YEaJKABCFcSWKkEAF0TKpcJx6gHrIr6bCPRJWx8awVyObbE6DIOQ5fTuFJibtMMwjaRpEtcKGsyFV0Ol82ODOgJTUQ9ACUR9eW5l49sZsMZHAICutKPlXbN26UbLxMIug++AoWRQFillZF4EyKnfMjIvUDi3dz+Ad4IFSh1gM5llYLOQO8FmIpvAghVn4SfAAqUWXKjjsisjcqW7HnldW0JQGXTOxKCxOL79/mjVvrm8rgqFujIcASGAS6sUhL21I8GTvlKNKkHq+SwMfkEzDgDvXd21AyyIawIASuEHMJan5KSaF7wAMDJWsv5W+8DE62zj/E79QrJBHVGg0BGQEKD2LWOeP375Z3VfvPnxXT942YHL9Vy+FwDCRx3Hw8eLtuVj6uLpH9aqiIABFRG9KiKOADTCsaAGKg1VveVV/Vve84qT195zbn2TJHHqlcfNfg7HeREq0zjRTN1VO2mZ4RMfOrVnV60xfPzjr+i54mXvWDoIEC+YW1UFAMKqkmPKT66atvze0vpwpiyiMuaGok6u+9grpe1z46oDybTS/8pPvFafySm1ABXf/qpTI2q1uHDf+OpNb/7ZS5ULp52TkkT6N1bOKDZWzDyrs3hh388Xfp9fcV5WUg7gCOf2Tvwfl4WMjIyMjIyMjMzfSaHnwEvAyil5wWK05YnkarD06lKwjtlKMJEQYLFjLZiAGQUzClwGNjHdhguC3M4rTPNWMOESUoJPFB9G3HZY0WoZA2cbQC2AuGkKFp3/mbRlIwBVogLLseQImJvzKNikughmSngcQBvJ04C1DwOS6lkNbBrBBNhdhf05V/jsAFj6tTG8muxKF6EDwFhh36c4eqFjd94IKdxMdklqEsBFIqXRkBoqL13aaDJmFho9c7qW5olD45Nue15Q6MBi9Vowh7QE9jwCMCGSgAm/6yHRuCJBjxV1gSjiglfRMyHGHdmHk6XPiJRnCvtaBJFuNkxTN4mljinSNOU4C4ClvAMACAWfOmtZrmUJsJJK/IrXkEC430Zqmm+Z3fpNyMjIvCiQhUoZmRcwnNt7F4CbwYKNi/9e6wD0gt3Il8DSTqIAkJG4k5RCCTbrCjUnlQIEel16vKw4uJkQ8E5F5hSlmAQLGkYBtBECciTptkzoNNeW1C9RAIictE/0ZWzLJQ9SvwjWpL64uHbov2fbg++da9dnJK5EBFe0dZ3XYiSZo49fed/5tbqQfnvlZCzkoOoTKdfKAtbIK4n9SNp9BgCUhCq/VNxZ0ZyIP7QuHdPxnCgCgEORxV0Vxwx3lR/33FV+vP4n5UctHOhcYRNLYOLqwOc2HBleZQ5OLm9bGaejygS2olBvSFBy4l3j66sdmtRTv7v8D2sB4OZPz19W6cnolj8j1LoO27dbVG972ek0ADwWL98qti1ylvt6qwWzYlDpIja9Nq/84e0P8mZDuueaLcNH37zr3M6No+FZ8yB9yjSK1eGjRc6TnavsXy3tbN9iWLoWrGbPcl3MHJg7+0tgs8gru0sucwrAFy99FcjIyMjIyMjIyDzfcG7vPFj3aCVYFtKzFoMJeYfBhLHDYDUoBTATgRqs/NJ0Yf3lWHkGTCycr1QlpMsM86cAIHLcwRPACBAfmIBoBotpm5RxVIHSBACkSiGlXNCDCZ8uMCG1HQBHIHXwnPgkmBDnpUqSC68hW6mCPBPXFmgBczei8NnHC98VvWi9WrDyQ5VgqetsRyzgwEpHpcEco8+ImA31s3FCsLwPbeNTrupkSjsLlqpdBWaeUIGVPgKAUVBqNg/TESJSrrBPV9vOQ8tn0JLSJQXFhL/eMMdt1c/SI6B0FIBHGaNu1wl6xtGDw5xEWpU9k3aFdz5AmChsARNgAQCJYdP/Y++8w+Oozr59n9le1Nuq2pLlde+9g+kQQkhCIJUk5E2HFCBveq8kJPlI8qaShPSEQIDQm3Hvvche27Ksuup9+875/jgreyXLBQLGhHNfly5pZ87MnDkraZ/5PW038HZUJ/dFnEoSeN998+8def8ajeYCRdeo1GgucMygPx+Vyu0YsSu9PuW6iGkU/LpzQl+pdaDl3/0V14CwlFsHNnwmf9+gw0jKNz9/vWP55CORfFfItczb6ql29A8duyd1/ktiptH4kcbFlSbCAGj605g10TZn4eWf3cIXfHtCUuL7QdvUIweiOSc8t7mWyFM9Cfv8zj7vblckKT5g1JIzqSd8T/uUeali3I2cbOiTQvKDkq1b86zRefGEcdRmNYsB9+Mb/at///icCX/+yt9jNqtZMfwYtqGiIFehPM7zACEl/W/ef0XjocOlIdc+64AnyAoAaXA0uIhii810bLnuDzWZ9tiJ+jibnslc/ZWbK1dIu3WX7YbJ4l/f/vNkm9W0vb9haR+ITCllX//PorszPuRYlO2Idf+odItHCNytIef29a3lA2XeAT7/9EUuc7O7KJG0HAeWt86n6e9veCg0M69tfOoyB1DpOncavsCfU+9lLvAVlDFVgPLe/wH4puELDJ7TL4RGo9FoNBqN5mXDDPp/Anx8lF2HUN2km1BO8k2oIIAqVHZRJyr6z0BFEEpUVOEgKv3YBvDz9gmP/e07S6tk1DIJJXbOT52/DiXsHWxdQCTpFENdvrM42Ul7EGTAYjFtE6qb6l3OWN6OPVVZTkesLRxxLkdFWy4dZe57U3OMoDpkX4KqWZ+Vc0CudbWzYpRjAlLgap/FoUSGmMrJ9PBnAKfFSE5aNO+QXQgyAWqPF25saslfhHK4L0g7TzT13Y6Ue3NqSLramdXtZ3W4WKwAsPXJx4Hx8UwxPn9z/AV7xHoRQNtM1iayRBamzCzaxGFLnNlATHT1H7Fvr7VGL5sxJEQmUtcFuHLdA3cMANy85ZbrgM+jUvqTKIH5y/fNv3cofV+j0bwG0BGVGs0FjuELdADfHLE5PYpyW0vMOfCJxoV2C7KjPenO+nzR3iPXe48/c1V3Z/yu+1YYNqt0/fvyB+fdWbZnzvvyjiwvsYa6g3Hnpj3hnNWDSUsSuBpo+XdfWf2QSAlQfGO93zuhr1kkkzVAvxCU3FG4b/lkR/ea1JBDXUnnvHVbJ/XtP1hREXFaev/0/FTD7Le4mv5S0WyabIzFLKekM0sporc9fOngvY/OeeI937zBISVOgNycUOS+L93fM4pICcrT24UytOaT6iyYRHRnZ4YmzZ99eE7VwoZMkPHbb1qzYXBBzJQW7FPoei7DFqtOP1HV5LBbQkfikknO333+wWK7zbQJQdMST9s2u0geFoK6zI87lwmbsPqdfY1C4A4nLEfe/sKbfJ/ZurL4HaveuNTMkaVzJzbVoQyhcPYhjn51x9LWtMtMBr4xJFKm3ssuwxf4hOELFAJ2wxcoNXyBz2mRUqPRaDQajeZV49tA+4htG4A2lBjWjkqRFqjGNeWoOvJHUNF9RajmLW5UFtRylFC4tiXuenxLuOCaytsCE7LmdT4Dcn7aNcaimvc05+wBpPSjnPu9KDtfArvLSzt6F809NMFuTbjicaPTbos7LRZzqE59BPVcMBIzde4OVKYRgNt7TD53GpGSjmk0tyyjPJEhLiWthiUqQGCZKYUnHrccATb39roeTYmUBzkpTA7hQAUqrHG10e1qZxaAq52QJSQ3ImUonikq4pliPIA1bi2SMBAqYnUiSywDohhibNKGDVXSKiBzvHNIJCtFKNqWuoY1NceVQyIlwH3z7334vvn3LkBFdTrvm3/vpVqk1Ghee+iISo3mNYAZ9AuUd/BLKO/salS0XgyI9yetCUPIST9rn3wwLo3EF3y7523aX7Y+2xtJjvF1z3A5kkOpLWtb486qz7fMFSaixCaSR35ZtqFaqFY0fQlT7P1z9zhjSzjfm5SiNSqtc4FsgVzzy/J1FTZBPbBcSvjisblP1XZk2+Uhtzlmcmd/MM8oMAwWWPa4nj/+bNkK+9LudY3OTGc4Yp+9YE6gzmoxJwHIpDje9JeKaLjNHe0dx2D2Ieb+4+t/2RHEHX3nqjcudFgSkfsveWjvuIyehUIMc6akFzw/QVIS/EDDMh/AVRkNG6b1DdgnjelI9sdsnht//taugUDG8uqyjtr3Xr2jYfLYNm9eZmhSX4/l0Js/+obOGz5SH7t20aFsgYyX2MLVqFpEhJJGw+da5rn7THueLcba7fuqZvTGnJmpS64BloNkyr7B1d2dnhXAWgkL2hfQvPmm3+dm2WOZwD+Atxu+wMialRqNRqPRaDSaCwgz6J8C/BmYAexDiX/x1JeJEg/no8TDfSghLIZq+lKJclCHU+MOoQRLftPp37p+sGgeQKzLvrHxd5VJmTCKUCKoB5Wm3QQci3kp7phNVqpj967Udq/NFg/bbUk5GHJOARkB4UIJprtQUZM7OVlDU6Js1bmp/U6UUJmLKvc00dMoN2UepUJAydD9R3LZ2zVNTDvN8mwAFlstyb55swK1Vqusl5JL6+oLVzW25F0JQqKiTQXKlh4LPEpCevN3YBcG0hJh0EhyOYAUJAZ9rO/zixWAtIbknoSLGagHknZU1hGuZrk+5zBLUuvgM9p611vq2mR8/vgVqXu5fN0Dd2w90/uq0Whem2ihUqN5DZFKHb4D+Nwou5/9c3dV7MbsY3lWIbtQH/I+oJWUoAlUfKppfptdmObbs2vdB4L59e+oClwCtKDq3YwB1gLL/tA1bs2qgZKhFO81V2Y02m7MObYoYhrP9CTtGc8cHht84J+zcn516yOTpDdZ99mWuXNA9IQ2Za3qWF+YO+uNdYOPtVflxw3LorHlrWvLSzsWxsPW7a2/rRjbZ3EGOqez2GVLHH36kn9kbQ0Wbr5z78q5SWkpHbqZck9v8y+WPH1wIGGzHejOjb57fI2bk0bYyTWR7PpG68wBp0jaP1O4d4YQOICtrd2e7n+tnuL9yzMzhx0z1te18Y5PPNf3o56pVwxts2Amf12+XgqBdWhbd8K+/fbm+XN27R97sK/fMzHtFKtJGZ/e43J9Zt0JA6oomsmGN9245/jnZm56DvijFik1Go1Go9FoXhuYQb+BKqv0HCebVA5Rj2oKY6IiKDtS35tQQQSFKKEyjkoNrwXEJxrnW3uTjgX9+7LWtD9evAKEiRLZPKhIxEyUuBgGOuIeku2zacMQMU5GSi5EpYwvRzWqAZVe7uZk0592VJThBpTYOohKW9+YulY98IYTdyOl6W1gnbsZWzSHeH8l3aZdLEzdUzqDKNu3eO7Mw1GXM74Q2Cclvr4B5+79B8csSCYt6c1sOjmZdl4wtDF3n1zt7DwZySkh0TmdQCxH9DG80WQi9d2KKZPFa2lNCarrkXKO49k9u6OXzdgOfG/dA3fUo9Fo/iuxnn3I+cUM+scAb0J5iY4D/zJ8geAZD9JoXicYvkCXGfQ/yuhCZdk7c2qHBLValNFUjxL3NqC6Fu75TvG2Xity5ld2LGs81Jvjf0dVII4yYIYMk0yAazMbJq8aKDZRqeCWp/pLF16XdfxgXBp5n2uZF8HL2Ir3HY3mZQ/utwgunmDvffxQLGuOvTBuu+0LT7fW9WbKH1Qfif58x7xH3u07UPim0iPm/Rsmd//TUWI7NlUstwizZamv8Wit1W3blJk9a/ub7su+5PGbdk7I6ur/5NRtvrEZvYWf37rc8mxz5bIx3t6md4+vKQX2JaSIxaThMKVI9pvW5mJb5Mqv+HaBSn3ZBSxoDzs73/ntG4pjIVuqXqSMzfI3b3r/NdsLZ1QHF4VMy356Ti5cEsOSRNRbkSdSznOssTk3eo4/vqZ/ytUj1jln6IeBchZmHKdOSMYCv7L388AXrvzD0y/mPdVoNBqN5nxhBv1W4BpUtFUCFXn1guEL6MgFzeuelIN5qxn074RhnbRB1RW/Iu31eqAfuBRlb1ej6pO3oZz/Apgq4EjXmvznejYVXJo6bicna8xvRdWXFMAA0GwbZL63gZpwgSTpFm6UqNmPSjc/jhIn2+iXva4OBrDTHy5hN0JcCexHiZ5BlFh5ABXxWZH6vgEVWdmPEMUDFUwYqCAjdc6NgBdYLZKyCIlpxOhOukUVqkQU9Y0F2/3jmkNCMK6hOW9VfWPhdCnFkEhZgyrRNAu4CGWTnxAq4x4szs6TiyfAmreXjOBimZBWkb7OVlTE6lQMYRmokLUZ9ZQADoT4XmzJxB+ve+COnpHvnUaj+e/ighIqzaD/U8D3GN4V94dm0H+n4Qv89FWalkZzobERVRfnKgAp4YftU1a3J1zVRdbwXp8tPDDP3d5d7ei/GmV4vIAycKzAEocwI+9ZffXmmXntlh/O29F715+Xdd+wcm+osrhnyCs8AyDHGsvPMuLbexL2kq61+W2WqaHVHw6ulHZfaA4qDbt9RUYwt64/K/JES+Uz1qx45k9KNg18v2OB/Qc1cxFJ4Z7ua+usKO501vXlmHbDtL9r2b6rblx8oP6uPfOf/MyMLZfZDNOxN5xtm+XqrPHa4tM3vvGPYUMow7Aj4up6tnnsXIBQwjrUSGiqCbUfa1xUBYJqe2/vF3x7htbFCcxvizse+3LH7IvLbz3qNqPGYM9Thc9948q1pdOrgycMTpdIFoCMgzjxv2bAtLZnW+LDamNOdXYXcCqTUd5lD4aw9Pjlv3MO8Zd1D9yx6SW/oxqNRqPRvMKYQX8l8DAwMr1znRn036ADAzSaE3wFFbk4pKAdRTn0j6BSu3tQ3aXdKJvcjrKzJ6e+nkSlWx+rdPQ3N1eEMtgku0DkMrye41DU5vMo2zILeCazjou8DWxomyO9pkv4UCJgBCWAugEHbjLCY0l4jxIVSeZIKwHU3/YUVHbUAVR9x3aUaOhAiaKtqChMOFHOCFDRmx5gReYRtniCquFPyxLZPyQktnVkz4nFrXunTqyPVZR2Xl1R2klnl3f3oaOlwWTSchnD+190py9oLOOUCFWEpNwaJh4/ZQ8nJM3+MVR7mviAkeQf6x64o/+UkRqN5r+SC6aZjhn03wT8kOEiJSjx4Sdm0H/j+Z+VRnPhkYp6eCfwKLC6NeFcDSI6191xbKGnLeZ39LryLNFxwA5gi5TMvOefi3ISSdEFIATOP170eMHt07aahC3i4jm13rKCvmUoI2Z/+rXel33YFnyobHPPpgKjZ2d2VzI/Pi2OZRUw1yES+WW2Qfef6yaYm+1Z9v2xXOOGXVccPpZjuXjc2M5Lwkmn88l9U28qtkeNXx+aufgDa6/aF0sax62GWby/J7/i6cbKdeGEJXd1v8++51Bx4su/XXn8h3vnma1h9/Zw3FL71ufedBiEB6A94vH+75YVW5NStNmFrLoyo2kjAJL01OqtwI6WhNsblRY3gOEwPXlvbFk5dVwwL23coBC0zne3DyusvTecO8AIPNb4n4C/DVt/YXZOyu5YV53ZtX5qTvvHwz7xCS1SajQajeZCxgz6ncDjnCpSghIvHktFW2o0r3sMX+AF4EOoCMQ1KKHyGCrd28bJ2pSPo6IGvahoxyEyUaJjzgtHq5x7u8qmtywW1mgWq4DZaeNmAP9GRVMmUOnjBcBhI4krdx+d2ftkP0nZnzrfICrr8AoswocQF0UKmYWkGxU1uRb1fD/0t7wHJZiWpeb4TGqeR1B281AHbVBC6AaAvmqypYqFiCBV+rnTEWue7K9fPXVifbEQqjkOQF7uwIzC/F4Xw3WFDSjB9oRYGcvBL9V9prPPtPAF0oTJ1DokUYEZD2CIuRv+cce9WqTUaF5fXBA1KlONQo6g6nmcjqPAeJ2aotGc+JsJoNJMhtiIqm9TATSgRH73seas5k//5A2FhiHL//Tlf3S7HIkJwG6UcbSdk+knkKpPOfSioTWj8Z1ff/sOCW7H4q6+sqWtM4SgD+hxi7j74kRX5KmWsSJRFpoHYhDYYkpmbN89jkjEUQrw1JV/3/hCc3nPd3YvusJpTcS+PnvtE5/ftuKNCWmxzK2uXfW7Gc+VffB7b27uWxJx7G8tXTjaPFApNRXZtnDPZwq2b3t6S3XBsZ7sHFdEZn387evXPPjM1Am/uPPhQkOQ/fvO6vWrB4uXpK/XJEf3gdsKagRIsSVU0LDc23pZQorkxxoX1cakZTyA14jXfr9kS8whzDIh8AI/NnyBTwGM/8n3Z7218uCXbqg8NHVGbtt4cTJDJbFmoOiLv+vyP3Lf/HtrXsp7qdFoNBrNK40Z9P8P8KuzDLvR8AX+cT7mo9Fc6JhB//uBe9M2taBqL2aiIiG7UWnW01Hp3DNS+5ehbPLFzzWP2fOhdVdOP3EGKYMla4Z10wZ4CCV+CpQAujR1fEnCQftgKRnhIqKmXaxE2cdDKeDLAWHrk0dyDtDbMRvDtItZqJT0oSY9+1Cp6HmoKFAHqh5kL0o0PFEbHtUMZyHwFJBt75JdsRyuEEJuGlvRFivxdWEYXJS6x2EOD9MUsQOHyjd293oWgdgCjEdFoG5gqL68lMncPTzj7GFmal87sGDdA3fUVd1zdybwMVT5t8koUXWIrcA3gadrb7s9gkajeV1woURUlnJmkRJgHEqA0Wg06gO+esS2RSgPajXKQJkHuCtLerMe/Paf5bxJjduu//w7C7v7nbtQRlZ6jZwhhjkC9tUVHQ/nktExFWtHfa61v9FzECjq7PL2bjtYaTnUlxP6xcJnlq30tqwDsoGrwyH7bqcjfhRkCOAbNfMjOz4byV53+R/2rfA1rHtDxdGrPz9z4yrDMAOu/MjFn2haNKZnYqKnz2LvR8oOVH3NlNAoQ1ZrYrfVkjgKMNjl3Pezvy2eVZwx2BLvdFSEbMbBv2SUXnq4PW/gsk/e4nnv85c+v3qwOMEIaqI5kz/RND+vPeEk2xKLAViFtLw750gLKU/5gGmr+kjjkonvb1jqvbVxYc8HGxb/Zej4Qzf8etG35q69fmbeMJESKbH+uXvcLcCBm7fcct/NW25xntO7p9FoNBrN+WVkvb3RWPmKz0Kjee2wbMTrYpRANxuVXl2KepZuAyahyiIVAZuBpJRw+6aVI6OUR2YOgop4zECldSdTY5xAzIhj8TYyoXAzi5HyYGpOg6nr7geIZ4qCaCYNRRsZzN0r95CUcaTMRMoQKs18JUoETXAyovEgJ0XKWpS4ORsVJToZSMZyRR6C+PQpx/PLSrpchsF8VOBALgzLaMIwpH3qpPoVc2ceWVNR1iaEUM8AwGJbr3w2+6Dc5ltPxNnDlahGn0ng2XUP3FGXdpqPobqqp4uUoJoTPQwcqbrn7nP5P6bRaP4LuFCESss5jrO/orPQaF47nO5vdwrKCMlGGR3jAUMI5n72XWuu/t3nH4h+/6/Luls7PVGUEXRGtscKe6RBf0Yjfc4uaL+/NE5S9s4sbMmaO6FubH9BYpohZCIQzXSjojg3ezwx57RJ9cuL8nvWT+vtfnxpdZ3RvjLX8tdv5Yffk70/breYtndV77/0SwvXNALEpEGjM2NSQ1P+gvzt9GYels3q/mRo+uTj9YvmBmbMnl4bLinoXJO325x+2bzDu6rLOjMQsrXkpuNjLHbpGvOxw7MylnY8zbjosmjEmuju8ewfeS8xackutoXHT3d1X4HyirM3kutFPbyNOzlSMGDasuPS8m440QHyC6Otz7rBoq1DEZnAe4Cfn21NNRqNRqN5FTgXW1vb2RrNSUaztYtRkYcAjSi7O4ZK2b4M8Kf29f7pyJTNAwn75BHHx0a83oMKEuhBiYo2YBVKROw1TC6zxDiUdBEEyo2Y3Gnvkc1IuQzIB54FansncYkUZFtDBIs24ShZQ1XhFnpJyCFhtB+4hJONNoeeAdajgoXGoqI4N6GEwimArzC/d1NmRtgPLDBNdktJj5SUmCbPjbZgLmfcNqasY0lxYXcDgBGTO/N3cam7lblGEk/aUCtw09K3/CAr9fq9DI/uTKcw9b0UeLzqnrvHn2acRqP5L+JCESobSAkHZ6APqHvlp6LRvCZoYXgtnCHyUOncoB5KjqPSOKJAfXHeQOu3P/iMoyhv8EOo9JGhmjDHgC8BHwD+BSQHo7b9Dz89RVqi4OjBsIaREZfFtjjYf+zrJbsu/lDBwf2tCVdeY9y9Lvql3lDvd0NB2/ODXdV72nuO1Po2tnVmrWjfn1VobbJ29M4rDP/JXDJw5/9dc9XWmtJ1hoDrfEenAokiEX1+cNBpy91HnX2Qcd5mlmLKujHl7buyMgfHg4w7HAnruHGtk9/wke2rv3jzC8v3NBX2xWZE91oyE0kAGZOHMyd0FFmEufb7YzdVfatiSyjfEhnxP0XYD3RnbukdsPfsrivcfm/n+K1bQgWzOQ0ZRqzEDPotqLo+JSP3mxL5l+6qkV7f99685ZYJp33XNBqNRqN5ddh8DmN2v+Kz0GheO2w4zfapKOGvF/VsWoWKWOwADqHs74O/PjTjh6h68SaqNNO/gWuBj6KaV4KKZoyDUisTDuRACR6p6lQuRT3/JqxhGn1rafBtpD13LxGSPJo6LgNoRYi17XNJdMzE1zWdQgkd1gjFthDdQKvVGh9EiZDLURmK/am5zkPKmCUsj1nC0omyeUMoEfZoUUHPiZuuayjs2ldTIVvbs5/Ytmv89GP1BWtGWRsr0Da2ojXPOZB8tnAr48Qog1L3GxsoZUrq5YLTDNvM8AwyD/C504zVaDT/RVwQNSoBzKD/VuCeMwz5luELfPF8zUejudAxg/4PM3oE3wBK/J90hsNnG77AztR5LIYvkBxxbk9LyP1rIuLiWMwSP9qZ3frDhnkd7VG39b3ztiauL6jLKrBG7bvC2YNz3N3Lt9aUrqoqastat39c39LpdRkf2XZFaEenb5n3uFwXzYV4hliKlBSvoUsgc39062PPhsoS5m+7Jsz8efGG/o/9vzeEDx8rmlpd1nHoSGN+xLTKnpzyvty/fuIBb6vpbPpm66ylWUb06PtzD4WiWBseaR+T+dfNc60Wizl1ir9+e+zTHSXxo8myJc/K53vbcvO+v+CFbAni3V+c3WZ/rzsmHExfRvO2vy/MuCpy6fSNMss5r+qOg0khcIxcGAPZcn1WXe3VmY1LDMEDwJ0oQ/IEMSli32mdsaUulrF0lLX9zH3z7/3+md89jUaj0WjOH2bQn4XqAnyK4y1FJ+A3fIGu8zcrjebCxQz6vQxPkU7nCeCqMxx+v+ELvA2g6p67DUDW3nb7iYfupW/5gWHbUXupaOv9HSCk3drfPy+3ITSvBE+zGHT0kYGy4zcA1wGJnnFssPcRMhK4uqaLSajoznqUxjkmdeo1wHLrgDyWt4/W1rlUYxXbQTpBLEFFdG5ACYP13jrZmFHPJVJw3DAZ1zqH55JekQCwd8lkLIfFBfl9RwsLerr3HxxzKfA0EBfC9GRnhhhT0RZOJoXIzgyPSZ17ACWy+lseKFsdOpKxYuTCSJAJDxu6pjIu6RRuVCTqp4CbRgzdixJOc0Zs7wSKam+7PYlGo/mv5UKJqAT4KXC6h/sHgK+fx7loNK8Ffon6uxnJMc4sUiZTYwAYKVKmtg0Wu0OTi3MHfWN8feUrp9TPffjyB6+wGWb23etWXPmlzctiFiHn/Lu3wng0UPX4d/540dTrv/Te2Xf/bflFA2Fn7MqyWivIPtuYcH/eHjlOxOXexUVNax757h+M+ZMbnppeHfQv8rSvTGz37rz8k+8fd/hY0dSLZx/dcc8n/50AZhgJUdR7LGvae75yo/f5trIIQFhaS6e5eidbIsLz4K4Z40AsTCYt4aN/yyJ+MDmu4D7PzmPWrGsG7UanIahuaHIFOn+fXBZ+Om6dbe/c+67CYxMApNVixxTW5KBl38j7HmPrX/d/ZRty3pDVuMRQLuC3AF9FpcNsA2LtCUfLbY2Lak8jUsKZDVeNRqPRaM47hi/QC1yDEjZG0g28SYuUGs1JDF9gACUSto6y+3RpykMEhn6ove12M12kBFj3wB2m9Xh7jiUcK7GEY8XW3pA/59nGS3y/C+Q7euW1qFqYVmAiKtJ5R9ZRLna1c42RoAIlUjagIi5bgA1I2Zy/TZbm7pHbE06OtC4UC7GK/cAUECtQz/21qOyrDCA6MIYrBktYY5iqBJI1hg0pF2UelJl5e7na3cye9s6s8v0Hx8xGNeZZCXLsrGnHxk6dVJ/b0JhbcPRYyeREwhhMrYkd1T2czOk92SMXRUJb53QOtM8VS5JO4UPVzP85qgTTGlQkJ8BqNe9TREpS8597lvXXaDSvcUYW+H3VSHXz/owZ9P8ZuBlVW68deBB4THf71miGk/qbuNUM+v+B8kKWoFJQGoEfnOHQvxu+QM85XKIj/YXFkOLBS/9V/vOaWS98YeaG0kjSciSUsPX/0146ptdmqQFRANDd7+y+bkwgu9lrHDuazLwqOcsYyD+SUfs/c7aZfcK6IZKXjNbFvUd2t+QfPv5s2WKVLQM3XbKn58u/vqwodbkEQEev27sw2Vk2vaBzx796K6LvXnt1ZFOwdBIYPoDsZ5u25j7WcLVjqXW3tdzwAMenlLd4pSR5r2XStIyPWNfKX/RP+fhHazIbDju2SajCanEDdG7L7yxc0ZoUQtXtmuzoXnNH4b7l4tQcldmoNB+A0CO9FQei0nLJGdZt6c1bbsm8b/69feewxhqNRqPRnBcMX2CXGfRPAt6NarBhRznhfm34Am2v6uQ0mgsQwxfYnvqbuQXV6CUOrAM+fYbD4sB953D6jpEbLMGeGdbDLU9Iu82SHJN/acIutljiLBKwSShRMtMSxeLokKtdQRI9U7gEZbjW2Ho4hMBi66Mz5yC27ilyHUIkUFGJIOW61NihhjQWhCBcKO3eJlqBg556erMP0mLEmS0AdxuFodITNThrUY77uS5n1A5smDi+uWr9lkmlgyHnsazMUCYqmrIVwDVuYJI0ZECYwg8goaV9LvGERwylew+RRDUAHaIGmMCZA6qu4tzKWWg0mtcoF0zqt0ajeXkwg34B/AZ4/yi79wIXG75A5yj7Rp7nY5wasbkWWJYwafnyvkUbPzRht+3O7fPMvS3V5a5ao3N8frv423sfukQIRFKKpv9pWFIiOSn9RZqc+7tN1xFfWXe2EHj692c2LOrryXrX5Tv9N3zxnVYQQ50AjwL+D79p04Z3XLZncerwfT9qm9K5O5y7oqvbu9uUwmz/jQwmTGu2Z293PDM7lJ/zZVf/7DHdnTPc3Z4/dI1b1PmOgdp7flPjWPWvnMBD9xas6Js+YbNZkrtCQqhtPt2u/Ei4IK+v5eqyo32fLN17zSgi5VDkaeXQBinhk00LdvSZ9tPWtwTefN/8e/91tjXWaDQajUaj0by2MIP+ecAzQNbIXcAHDF/gd2c7x2XGDU5UhHNB2uajqM7h3tD8yoeCNxRasmuIObtlXqhQRO0DmLYQDpSjgd4qNgyWi8Xp53W0y4czj1LSvoAJCLHGEpbW7EOMDRdxPFQsrkgN2wAsFgl5oGgjVYapmuvE3axpn8tMS4QBWz+t7vxQi7ssnGm1JI26hsJiEPWAa870w0m3Oz69p8+9fe+BseRm93mmTGzMRzk/HEBud49nzb4DFYu8DWwx4sQGS6hOukX58FWQpscTeXJw0HX1iOXZBcw8w/Jtrb3t9vlnW2ONRvPa5UJK/dZoNC8DqUjLDwDvAJ5HGUFbUcWnF56LSJni18BOVO2bPSiDLDNpipa3PPvm/c/WjnN+Zf2sWODpfNMai9ZPuv7IrCvfuD8Lla6RsAjZWW4dPJp+QmdpZEpWf8xxS/ahxFRHR8ucWcezbnvb+lBNXeFuwBxT1P103M36aDbBK5cefOodl+2xpR2evCLSWtzxbNGa3JyBGQV5/bO6Ly4b13txyaLm26YsP/Lm6UXTk5Hw2zJrSx7srXAnW+VzZT91tP0919+wzjomMpiTt8UszlkGEC5ia9IlSgcGXdX1DQVLbivZN3cUkXIt4ENFdp9ACLgpp/ZsHp5Lz3GNNRqNRqPRaDSvIQxfYCswA/gFqo7lUeBvKDv7rCIlwDPm/RHgkwAS2s0cz9pkQWathFiyOOd5UVLgyVsfjrrqQ9Y44XZpx2ENsQIlBrYALc4OekaeN5bBomg29Z7jbDHCUmQfwuHo5XhWgDEZR+XTSHnEUy/D1n65umAbXYZ5Qg/YYQuxvGCbaiIUKRSznCWRnMqKtqXlpZ2Ll8w/WDp9cl2hwx4dDLZlhxMJ49ihw6UxwOjrd3ehUtGbgFwp6TgQKF+AIWwDY8SSvmphGUWkbJ4yoWH/9EnHx46yPDNJS58fhblV99ydfS7rrNFoXptcMKnfGo3m5SMlVv419fVSzxEzg/6PAo8C04e2m7Dp50uenH7t02/duKlrvMNREo7M6DpomeaNbF5ma89uDbu9ec7QuoRpLamIRw/UC296t77BvCm93vHuPqu1wWGGo9buaJ41r7S0N/6Djz+2s6Soz/K277y9dKBC1P/vjWtnoGrTrDvSlW37+2Mzws9uGV+QjFMW/33TGmdlTFoWRvLMfDcAf3rjEwfm5rdeBLDQ1fH0c76SsRHskw5F7bRl+rbEF2RPBLFHwoSBCqqGJlSa1bOuNem0lRjhIlSnwyHjc1lqSGTk2ix0t8/5Q1f1gYi0Tj7N8pWfZrtGo9FoNBqN5jWO4QscBz7yn5zjGfP+vyy/6CvXm7netyJUCSWSZsL+xI4C26ZAgzPY44xVFsYss8barP10CRU0UI6yVS+y9+E2wrLFdIniE/OCOncHPsArbdTaerECEQEtliiDRog6SxxH7gH6rFGuQaWy56ACGyLWEJdmHGd1z0SOhiP2E2WMwhF7y54DY8aCmNQULNjfFCzoAC4CrBKxD1VTcjNAb5/7gGkaQynmPaiu501AqdWa2D3Z3+jIzAj5haBESuJWS7IvkbRkjlienjMsnUDVxDzTGI1G8xpGC5UajeZMZKKKVp/AZsiFOa7o85XFHR6ZNKMtLQWuz773SHiyt8e+4PF3JSYXtvX9avYzK975q4ufvNR91FJ86cDhFtM7HjgOJMPSuvSzzfOof2zMg205zoLxxzo7HGUD5qxEd6LfXmyUZPaJrJgwDsayAuVGKJFpj63c2Fmy9m/dEzw5oViz85nd1STMwmgbx3xGqC9S6KoVCTx/bZudnVy5d3UiacT/8sy8osK3NJUJwWqQVQWXB8d5JvQfb3u0pH0gy9qbcIsVAIZhHqqYEFz6hZa5xi25h55a6m2bDozsUDgTJWC6hzYIAWPsAx2HotmnW7fG0+3QaDQajUaj0WgAzLyMqmEbLIY1MX+8xb7+oBBgtR9rs8VKXH126XMANqAfKJEq66kn6xDbumdyLYCzTa7OqWGFAMLZ7A4VY0cQM0J43C2027pIZCcwuqaLBeFC2Zy3i0PCJEfAFKkyqKI9E9kdLhKLgO7uHu/+rTurmwzDTIQjNgeIralZSsADHAZEYX5vO8pWjpmm2Lb/UHl6s5sjwBVA25iy1hfKSzsvSs9iEgLb2IrWjUeOlSxnOFWcHgk0n/sqazSa1xpaqHwRmEH/ROBGlAenEbjf8AVqXt1ZaTSvKEdHvG4A6uqjnjxLdnTwBm9t/8+fLRTf/fGlzo+/c72cOq1OznZ1uu2GdF3ztjrH9dmNTo9xrOzergnPbA0VzAOyQQl9ZW9rmFy/dYK/xevcPjmjo7bRtBtdEZulO+FoLV7R6P9O8wzPlu3jbevf8OetTzZW5YV9oiv7wVqz4NeuDvskS7WUTKn7cXbINogXYGtNedHWmnJQXlvE4+b+3OXtng8U1TTbXKb1N1Z/Rc/bOrp7jhf7UR7fiK+wOyYEEwD+2VM5Z4mnzT5KCngmKvV9evrGue4O+xmEyj+9lMV+PfH04RWFl2a0XAuMBbqAZwxf4JRO7BqNRqN5fWAG/U7gBmAhql71BuBBwxeIvaoT02heWY6iGjeClEnRF95srWnMk06bNVGaJxP53t7+pXleESeaWUfMkBQADtOGGc2mx93OPLFH7k24afc2qdqVAK4eZkTaSYRKxGxbr3zYEsWMe7AaCeLAzniGWB5cxhp3k8TTwvruCZTk7qEgXMhRlHPeDeJIJGpP73DuS31fDUwCdtts8cFxY4NzUN3JxwghsyeMaw70D7j6+wbc8b5+99CcCjMyIgdHsbPJzRnwnKgKf5J8VJRnxShr9ljtbbd3v4g1ft1hBv1WYDEqQ8wK7AceNXyBUzLFNJoLES1UniNm0P9Z4FsMr+v5VTPo/yrwDd2VXPPfiOELHDWD/o1ALkpMWgCUj3P0mTOSfY+WZg9YfG9uyK//XVXnhx+5Wlz8ln2i7nju4I3/vH6V55oOb8w0Qh/IDtRcl3ncvTVUkJ1+bovFnDhv5pHN23aPm/OO3LrQTxomBydldifMFa2ttuz4oobm3HVOIxm9+qkb4t0x1zxgU/dby63jJh6vBoh32jeZMcvikXMGXMCa/n3Zy3sPZB92fb6mqdLbnzkzNLB1zfHJQ8W6fQCd3Rlbxo1tBaDXtOc/3V+69orMpmWjnPOUDt4L3e2T/9w9LgnCMmLXD+6bf++Gc13j1wspg2mpKRl3S8PSN2YaFYsu8bbkC8GQyRozg/4WVLfI+1G1iZ4wfIH4qzVnjUaj0ZwfzKB/HPA44E/bfCtwwAz6rzF8gbpXZWIazSvPH5HyGqOjb5ttx7FqIxRdDDC4aEydLPOFLAmyRJx+VzcuaUDMRaR3HCTcFPs2UgQcdHYzkW4yRp44+yDVplXuS7gosg3SAiRCxUiUyGhiyni4AE+ohCkIkWFJygZrHyRUi6A4ac0kRzAVGAAWO+yJJ6WkKWXPdQnBmPy8/pn5ef0A7NhTdWww5KwEqAmUzV4091CrEBSln8xmTfhGXiBFHacKlc3Ax8+8pK9PzKC/AliC6tL+BVT91PTnmqfMoH888BwqCONR/b9Vc6HyuhIqzaDfAVwOjAPagCcNX6DrHI57K/CdUXYJ4GuozsB/fBmnqtFcSHwZVRPnBD+snfnMIadr8v6jUwPlGYMD7/nK44kq54D56dWXuSZlt4eNaaHcyO5E0+O/do/Z9O0l0sgUAhUdMUzUczrjC6ZMbFjzrR1LnH+57OGS9+2+qKWqqsudbU3Uf336jtyyBYOTo0lL9NObL1n9dNPYyaLCdkgIgZTI4L/Kys4w5+WRHB7rnsSyd6y9rgXlqV4zclA0ap/f3pG5oyC/bzbA33sqly7ytO3KtMRnjhhqjjzWa0lkeozEnkHTNhRpuRu4Gx1NeQpm0L8A+DMwzhDgEMmaPtNeMGha93gtiaH1OwJMBsagIm/9wOMfvP3Ovx6oK7p/3QN3RF+VyWs0Go3mnDGD/gmounU2YAuw9WzOfDPotwP/ZrhIOcRk4BEz6J9t+AKJl3m6Gs2FwKPOx3fsELHEidTneL6rtvV6n08KPEWb2J99TImQEsJRD864hwiCPUk7E6wxBJCBeh4dm35iAVm5+yhpm08EC9kizj57N2Y8RxZkHeB5ZzeLLEnckRz2dk+W1mgObVgZkzp8M7D0NHPOAw4BXQODzkWxuDXidCQKUALZMKZOOt6zebsfECSTFu+hI6WHJo5vGiZUGgalhmFGTNNwjjjcnfZzH8qR/eXa227Xad9ppP6H/j/gQyh9YjOqm/zxEUOLUCn1rcD/AD8yg/7vAH8xfIGD52/GGs3Zed10/TaD/otQD8KPAD9CPTTXm0H/B8/h8M+fZf8X/rPZaTQXNKuAGoBY3Ih/8deX/PvRH82LHPvhxANT9iUGvzBme6QwHo8fDBbEjvbl9DzXVWFxVQyOF71mTt4PPV4jU0SAsZ8p2L3ji0W71tpFcijloAtYn505WJVZ3u0+EslI3FJZYx9rCw18s3i7u9w9OFkIcFqTjv9b8vSKZ6/6W2xe1fEegOSAdXu8yzFaKsgJki5s0iZ2oaJAAWaNNu7gkdLiRMLoB5AI8fOOiQ4pGflQ5Rrl0LqLvS3fAd4IlN83/96Z982/94/3zb9XR1enYQb9fuBZlIMIgKnOnjaAbeH8nrShHanvfcB4QAYa8rIP1BX98eartv/RDPpnn6cpazQajeZFYgb9bjPovw8VwfML4Ceoh+WnzaC/6IwHw3WoCK/TMQ1UDT6N5r+NdQ/cIUUs8Zuh18kM577eq8bvyTgUO551KHEgki8ToaxEn9HUFTE6+xPuFolvk2ktXs+l1hhHUKWJ9qGc6nuAXWmn3yigM38XMQQdrl7yjBiiYDvrPR2stCSVEOjsZppvPZPiDpIJF0Op3mf5u5XZbleka9qk401OR6IIJVyeoi3YbclZlRWta4det3dmzonFLDtGjnO7ok0jNpnAJuAtwCIgv/a22z+gRcpR+SXwYTiRpTQZSKB+NwZS2xKcdAYNZSttAS4DNphB/xdT2U8azQWBkPK//5naDPqnof4QR3pphvghcMdoHt9UFOa51HLIMXyBnpc8SY3mAsYM+qc8s3XcT3/x0PzevpBTWA1TgCS3qi86Z0W9/fmd4+IHHbk2wFns6pNr3vDXeSYi/qGGxfuTGCuBNXeVbHYXWGNzB5LWPbc2LRwEMR5Vf+YEApn8cN7B5+d7Oi4bbR41kaw9v+n0R3NrrB2r/j3JH0tYxw0fIeXbVu5dV5gzaP1Xz7j41kRRyjstQy5LoiGStBZJRPbI8xbm96yeUN18oonO5wp3r/E7+4Y82zHgS6ii4TOAQeAp4G+6btbZMYP+vwI3pW+riWQduKtt+mSfNdTwnZLtQx3StwLz0r6v++gP3ii7+t3j/vrVv2UKwRbgeeB7OqpGo9FoLizMoP9+4K2n2d0ArDR8gSOnOfZu4NNnucT3DF/gs//BFDWaC5bLjBsE8DNUmrMJJx3mybyMuEiadqNn0JROW5xYoiKyeEKEgqypwEZU00cTVTLnEpQgtQGwo+q9DkPCcaFEyFGfi4MLecF0CBNl984EHCOG7AQSVmuia9HcwBVDG+MJ4ymLYU4SgvK0sj7qmpLu9VsmeqU0bAAuZ7R+zoyjRUKcOPfmPQfG3NPb57kClVVzAPht7W23Hz7b2r3eMYP+GQwXp4fYhXr/NqKE3n2olH1QTZAqUI6lacB6VEDHc8DnDV/gwCs5Z43mXHi9qOZf5/QiJSjjaAPwwPmZjkbz2sLwBfZfNs8fv2ze0etQ3QbbgN5j7ZnBcNheOKYi3HKYbOcD3ePjFqTNTBIZSNo6BgYcLpc3/jhw9d+6x22/taCGneG8bhAjO2sDIBGWzYP5kfmejrXAHE6mfISBrZOcvRV3l27No5SMz1+ykYfXTdr8w78tnQQiE8BmMY9//C2blgHM6WvYeMWTNwJS3jV/1YE3jz0815TwP2uvWr06WDHs+u2dWZX+cc0MFfj+cfuUWT8t29hmCHYBHzd8AW0ovXQuH7lhgqN3MsjuYMJdHjGNg07DnACqqRGqa2S4p99ZtL+usORf3/5zQAhMVGTsSmCKGfS/U9cF1mg0mgsDM+ifz+lFSoBy4K9m0D//NP+7z+X/+SgtODSa/w6eMe+Xlxk33I9yyCZRdnYX0G/p7A+i0nWbRSQ+CISFYSSkEidNlCOgECVS7kelgU8Dcka7llAC5LPARKA6bdcBYNA6gBlznGjK04GK0pyXNi4GLEgkrITD9iaXK1Yai1t2btkx/hIpDavDHgvOm3UkS4iT2UhCkFNc2LOpuTV3IUA44qho78xcXZjfNx34LPCbne/9sgn85SUu4euZUYM7gN7U96Eo187U96HMpdWo/6u7UXUs16Gi21eaQf9SwxfY88pMV6M5N14vqd+XnMOYj4620fAFosC2sxy7X0dTal4HbEOlD2Sg0nhn//CPy+WHv/fm4J+emm3anLGQwxXJaup0Z189doax7IG3Ne+sqXKYJhcDz+8I51f+vbty1e+7xo/WrAaAAmt488cKDr4B9YGZAF5Aeff6geWo2jtbQXUOf9OymgVfvHnVYVCh4fGkkZs0hQSozOiZAHBpyfE1bx57eC6AIeCq8lo3I5BSVHT1eE98IIeltf//Oia9F7hSi5T/MaestyEgxxI7CvBYX3knKgogM7U7G9jyswcXNt/21o3bczPDM1HGuie1fyZw5ys8Z41Go9GcO+diZ89luNiRzrk0oFt37tPRaF6T1ABB1PN5MTAF1fzRAtQCAxIcEsqNUDQH2A5koQKPDqMEp5zU2FFFSlRWUAfwBpRIuQdVh/4pVLrwPEsMyclswnyU3bUv7RwnsolaO7KOSUn7jj1V5VIaVoBozO4zpRiZxk1ZaYct/fXh2pKDQPV98+/91X3z7z2lFrzmnDnFzk6Rm/o+F9WAyJt6fRglVlahnueKUc94Q/VIXcBXzKA/vdu7RnPeeb0IlfZzGHOm2jhfPcuxXz73qWg0r1n6OPkhB0BjR2YCTDMWt5i1wmP79IKNPXd6n2u3TbQcduRKZ64t0tbRnLOqo8tr1B4vOvSdDUuLYwnLfimJRmPW7eGwfVMsZtkRjVq3eYmv+aZvxzTjZLpIJqoJziWo1IQhpqOi7gC4fP6ROdOrg6naNyLz4PGCwwCGILcyo3vrTxY/M6wQeJY9ahHIXpB9AtkDMgFQV1/YjzLMfgJMum3aw0/oqL2XhZrRNk51dg8CPNVXNi9mioa0XXlt3Z6yrQfLqt68Yv9cYC3qPQdVwmMs8D0z6L/hFZyzRqPRaM6dc7Gz4fS29iOodNLTsRnVEVyj+W+mC9WkJj16eKgeo7JH7VZii/0NSV+2gRKZylDiYxxlpwdRjn5QHbM3ogTNrai/sQ2oSMohpqNSu+cCjQDShhX1NzeEDSWIDomXJzIyBwacyYOHSxvjcduwUk5m0uiXkj4p6ZVS1Ui02xKzHY5YCyol+eIjH7/zw/fNv/esTW01Z2VUOxv1PkdQQneAk+/7AOp34RhwFJV1OlT3vw8lSr8ZeMgM+oc1QdVozievl9TvbcCSs4zpPt0Owxd4zAz6P4TqppWeQh4FPm34Ag/+51PUaC54HgW+k75hfGmH/Pnt6xf68gaLpGTXrbsu7jxc7rFe9O5DPbde9vcVXksiszvi6J33yM37QOQC5rZd1fVJ0/CbpjEn/VxfnrVuk90wtwIn0rKb2jP2l+T3LxKC5d0J+7OZRmyZxSAfla5wYtz3PvLknGvuvLnFNI3iZ7ZWB6dUtvmB7gcu+VfYZpjpH7J1l5XWZR9+26+yhjYkTGEe68+qP9CT1/4QJXn3zb83hObl5DeoukvDWORpK1w76COOYW9POp2lRhiUkXz0f39+pfXTN65LCEEUlfLdA+wALuakAX+bGfQ/rOuEajQazavO2TKPhugZbaPhCyTMoP9a4F+cGnW5Dnir4QskX/r0NJoLn2fM+2OXGTc8yfDGUWFUZNwSYKeIJUKODQEZH1tQl5hVVY4qk1SFEvIzUdFwFpSDfyLDu4AfRNVa7+BkjfguVIRknoR60069aUGgoivDnGwmWY6UqxFiBWnp4r19nkZTGu9Mu4YE1mzaPmFYiSWrNdHr9UQa3K7ol2o+9LmHXsr6aE7L4yiB2jdiuw0lOs4CSjiZmZRMjc1HZcntRtna+1Gi9czUuDmo38WHXrGZazRn4PUSUfndcxjzyJl2Gr7Ar1AfBB8BvonqrDXW8AX+7z+fnkZz4WP4AvuAewBME9btLX/u1rduKujs8+z75polj1/37HXNXV4yVmQHI5+7+fC1XksiEyDHGc0q8/SFDCMZdzkj3e417VYzKdKjL2JCmKvnFrRYUeLjdimJ3//81DVv/+qNkxNJIwhgN8z5tzYt3PBMf8kaKRmHchQcAlZ7nPGmR777R/c1iw6urm3O3Qy8H6jKtMevR3XC60d5h/NQf8cnsBrSGJ/VU3HdmKNv+l3F2uJXcg1fp/ySUer/+h29E0AOAKia7QA0bDtYmtXa5Zm2dHpdNSp9qRZlOM1GiZQJlFA9B9UITaPRaDSvLk+hHnbPRD+w6nQ7DV+gCdX440pUptIXUXWJlxu+QOvLNE+N5kLnTlRUG0ALSkQ0gSdQwmG/NEQ0MaViJcoOGqIIZSv1kaojP+K8AdOgBlXLshElKO4FYkkrSQABFb3jOFo+I2haLckWYBtS9lkH5Pqsw3Jz0Xpm5+6Tuy0RuR34DDD/yK13vgvVlXsPKuhnB2mBBEMkEtasnl7v1O6ejGv+w/XRjMDwBQaBd5CWbZbG0O/S4IjtUVQk5qbU616UgD0kQh9K7f+9GfRXoNG8Crwuun4DmEH/HcD3T7P7KDBX15nUaM6MGfQbq/dVfOMnf10yta0nI93RYUxZejxsWdo75iu+nWUFtugwr96fOirXPBMszYmsiXf1fzdc3fbNabU9Tu8yYLsQpmXBtCPWP05Y5QQKj3Rlbfvg199SHfJa637+gX/bZoxpsRuCsUKQ8fOOCRu2hfILPph3qGuBp8Ng9EjpDxq+wK9HzNuKMvbOVoz/asMXeOLFr4zmTJhBvwG8D7gZ5d1vA578VnDG34/EMlt+V7F2APVeVr/xf9/9rhsv2R1+5+V7qoHK1Ck2o7y9+1De/aFu7xLlMKo/f3ej0Wg0mpGYQf9YlGDpP82QUz6bNRrNqVxm3DDNtPB1I4kFFVQ09LCeBPITBZn98aWTrhxxmESlegeBAuA4qnRSHJXmG+6Yisysw2obkFOEzdxqJi3FA2NoGijlkqLN7MVkgjSIRC4L76ke1+zYsWdcdcEWorYw5SOuVQtUr3vgjmEiQtU9d38X+N+z3N7a2ttuX/7iVkRzLphBvx/VmGgpKqp2F/BrlM5xDGV/z0/tfycqEn5l2inqUEL2UL3Koee8nxm+wMdf6flrNCN5vaR+Y/gCPzCD/hpUCuKYtF3/Bj6kRUqN5uwYvoB5yz/unmIbKydm1nLI3gdCiX/mJxdvmT6hvHs8yoA5QX/I3vfP7y9w9+0cHDC6+rn6u8bxZ+vw9oyTpsVq9s2aVlvh6TEahWDFzq7cVd8Kzmp1vqmj+6qyRufsypZrTJPOB46Mf/Yt1Yfnvj/3sHFj1tFIri2xDFWvcDTmoT6Y00lyshHQmeh4CcuiOQuGL2AC96a+TvCl4UkqzwHP9Qz84C9vWHzwAU6KlKBE5rWoJkvpCJQxpbtEajQazauI4QvUmUH/QlSd53dw0jHYCtxh+AJ/etUmp9G8hjj644VuEU1ekf1s08as1S39lpi0ooRICSwxIvHRmk9tRgmUMaAeFWG5GRVlGQGMhBd3xyymj8touz/U6BHBbG8CIWyArXUxx4AWpCyk3xndsaf6YgAMWTvKtapQ6eidI7b3jTJ2JNrOfoUwfIEAKqPsdBxJff3FDPqfA/6Ztm8v6vfEhmpems4pEbIazfngdSNUwolak0+i6nPkAocMX6DhLIdpNJrhXBLPEt7OWfitA/JoRh0H7FEz8SfLWPmRWOTJEnt4DrCuo8dd8N0/rQhuqSmbBWIu4zOBYh5ar06SYcj1/mtqCwJHSiKJeqfc7C17vrqq3X1dbq0oLIrELs9rmQBsjmKJH4hkWG2NYzZfXtI482utc3yfL9q9qdAacYvR4yPjIzcYvoA0g/7HgRvPcF8NnLmYv+Y8sO6BO/rN4K8+japLloV6Tyaj0vZH43X1OabRaDQXKoYv0A28K5XFNAWV7r3T8AVO+VzWaDSn5RLpsLi6r6lY2XN5WSzvgbrVmZvaYoAdi/FcbHZVGSottwcVOedBlU2AkxknoFLHhzqDj82poblzBgePNxd5TSchhIgB5SgB1G2zRTstFumKRJxZqJTgyUk7g7aRScOKxCjbHge+dZZ7e+jst685DzwI/Al4F0qg7AcWn2astrM1rwqvm9RvjUbzn1N1z90CVdfENrTNQvL4jVX7dj7TWVnyr4seKvc5wsUAH//RtWv2HCk+Y3qHaZXPioS4JBWVub38f47G7LmRWf+bv3vNBNeAA6gw4UBP1JlzNOy2/q23qqvbcF0JRKc5u567tWB/tU2ckmZ2o+EL/OOUawX941DpDNmjTQV4o+ELPPYiluOCxQz6L0J5VSehDNkHURGouw1fYDTj8oLDDPonAl8D3sSZO8pOMnyBg2fYr9FoNBqNRvOaoOqeu7+GqtN6Akt3ck3Zzw7EhMUajy2eeFVqcxsqVfdM9KGEqMJQIdt7JuJEiCmompflQJVhJF/IyxnwFOV35XZ0e+uCbfnVICYBu7MPyKC7nZWk2f3ArnUP3DHrNHP/JfDB08xlFXBZ7W23v+YbY5lBfx7wIeAylFC8C/gHsMfwBdpexamdM6mO3p8BbkJ1fz8d9xm+wHvPy6Q0mjS0Qq7RaM6Z2ttul1X33F1D6gNtcnbHuj9d9EhZpj2e/anozgnRpHUPUAwQjVnP2qzLSIgZKJHyEDBnYH/m+txlMefmiC+r0Hbc9/POSWGJGD/L1Vn/QP/Y2dIQucDTwLQsS6zACmUoY8uNErP6UaLcqdfyBY6aQf9K4I+oSI8hmlC1sx5/aatyYZCqA3kZcAXwqRG7HcD/AfvNoP8F4F7DF7igo0cNX+CgGfR/DbjuDMP+qUVKjUaj0Wg0/0XUnPhJyuacA7SZFqM3tmzqtUbP4Ma0cdFzOFcmKq23sK8KEKIa1UznMqCuoqxtdXlJ50XA5q27qqOxmO1alGN7g0jIaY4eTCCAStkWqOjMz5/heh9DlVq6jZM6gwR+D9z6WhcpzaC/GHgP8D8Mj16dB7wVyDaD/l+hhMvfG75A5LxP8hwxfIEk8B0z6J/B6YXKGPCD8zcrjeYkWqjUaDQvlr8YmMXfnrem7q2Vh5aiPKSTchzRLIiWo6ITjVDEZjndCYQw2zPdsea+kKNcSnGMVJ2b7g35S7Lmd+1+geLE2oEiRxJDABVHY5n1QA3IBVOd3YksI3b8/bmHK4TgAHBV2qmfPVPEoOEL7DSD/ukog6ISVXR8g+ELxP7DNXnVMIN+J/A54KOoWmAVKA96ZtqwIU94J8qI/GgqNe9Hhi9wwYbVG77AATPovxFVg9I9YvfzwC3nf1YajUaj0Wg0rxhPIGWPdZD9+buYbiQpHiymUQAy27MIlZa9EBUpeToksB9wAmYsg8OmndkosbEB5aT3OR1xl2FIN7C0IK93Q3Mwt05Kw4oprUWbqTMS9AFzGe7gbz/dRWtvuz0B3F51z913AYtQqelbam+7/TVdas0M+hcD30PZ0wuA1QwXKg8CE1Hlp25CRVt+1Az6LzN8gdbzPN0Xy/+gInMvHrF9EHin4QvsO/9T0mh06rdGo3mRfOCft7o+U7n+0cqigYssVgzgYYZHvW0AFl91+817BiOOUzx0hjDbHv7uHx1Z3miWlMR/+tS8J+7/98xrLYZsXj7j2JGZFx/jEVvJMhAG8AIgkkmRMAxZNs3ZVXt70f6rUDV3pqA8femC3CpUAfEgKgXj3tdKqvNLwQz6XcAznOx+vgZVBHs1w4tfdwM5qK7ZU1Pb1gHTgEeAL17InbPNoL8cJUpOQ4mwjwEPppr0aDQajUaj0fzXMPOTd92S2S5/aEYsmUkre6M5RNztzEvtPopqaLMFJZqNxpA9iIRA6yLaTLtYiLKfQQmYM0C2LVtY05x6HWtoyg3WNfgKkHJm3i7WOvqQDLcne1GinBMlmN697oE7Dr+Mt37BkeYwN1BCZAgVlGFHpX3DSbt7K5x4n6KoAIE24G7gzxdqcEAqDfzNwNWcjMK9V/fy0LyaaKFSo9GcM2bQfznwi/ZmW+e75k6abnfK+itv6my87gMdzqKyeAkWxIZVOft/+4XCGS1tXtvsO3L3bDlUPi6RtIwZOsekCcGnP/HB1c51A0WeneG8SERa578hFHz+ev/hK4xUsvjGwYInf9vpnxgzjfqeXq88eLhk9iR/09ac7IHke7KOJlq6skLXlwcmuazm5LTp7UV5M9Pr6DwHvOFCTr34TzCD/q8CX0nb1A7ko9JuEihx8ghQjfKel6bGxYAuYKjvdgewJNUxUKPRaDQajUZznqm65+4M4Kcg3zVjyrGjGZ5IVqjb0dC7Lr8vWuspNONGgWmIRiOJCcxClUPKRUU9DmUyhVA12ZFQ1DWFWDRf5AKu1FgyvIM7hRADff2uhfNmHtnkdMa9QGl3r+fAwUBpXyJpxVsn4xnHyRcnhcoksBuYnTblMHD9ugfueOqVXZlXBzPoLwBqAW/a5nXAUoYHBWxDvQcbUZGkcGrQwF2GL/C/r+iENZr/IrRQqdFozgkz6L8YFb1nkRL53sUTW4LHHSXpY2q/N+9g5obW9vyH65cB/GHzgS35pYl5D62ZvPmXD8/PicSsVWM+eqTXmpHIR6WeFADOi7wtm2/OPZLuFV4TNi22X9dP7vrltvmTFhU1NUwe0zy4lyzP3gMlzT192Ua+oz/5j8seLih3DS4RgnqghOHRlUP81xoGZtB/DBg7YvMuYCaqdqcXFU25BJUCNNTcaE3az6CiFP8N3JyqWTPyOgJYCVyOMnR3Av8wfIHRe0FqNBqNRqPRaM6ZqnvutqAc7CsAMjNCa2dMqVuWPqY5mLPp6DHf2OI1+ITadACYjHJG1wLzUZGOKwD6xrB+YKwYyrqpI2UzOuzx1nmzDsuOrszd2ZmDLiFkVmNz3mBebn+koTEn0tWY3ZNVh+HuRKAE0fGp8w6JcOl0A/51D9zR8XKtxYWCGfR/EPjliM07UGLtFpRQK1Cp9gtRQQIeVNp0BMhLO24L8AXDF3j2NNcqAt6OWut2VObQnpftZjSa1xhnbXah0Wg0KaHq/5Hy1gqB+J8vtQxL9ZCAtBslg9NyT3RofvDXBabFkOItF+1f+NQPfzfhm7c+tT4lUoISKp0Au0K5Vag0CoDO/eHMHhMybh2zN3//W++t+s2yJz0fKdufudDdFv7p7GcnV2R0JG+fu9n6XHdp17trLnooaoo4o4uUALeZQX/Wy7YYrzJm0O82g/6vmEH/QeD4KEP6UB7dlajoymzU//qM1P5mVITlENtR3vd3Am8c5XoeVHr4s6jugLcCvwUOmkH/vJHjNRqNRqPRaDQvmreRFoHX1++akUyKcPqAgUFXFCF8CfcJ+28yUI/KmFmGaiqZAWAaBAYqWJh2+IkSP0LIumRS7CnI67vUZkuW9/W7jaZj+f5Dz1SGOruzx+QcwOLuVGOTsCNm535GFylBZe987D+47wsOM+hfZgb9jwMfR2UdpTMtta0QlQo+AfW+rUGJlBIVdTkkUvYC61Ei8rdPc703ozKgfoSqOf8VYLcZ9P841SxTo3ndoX/xNRrNuVCK+mA+waLLe/3pr/sWF25GiMxEnmOiNJTo+Mhv8xcEG2xbAISAZRPql2cZsQ5UOsRidaTk4wU1B1Ge3scBZ5k9vPRTTfO9n2+ZXXAkmrEK6HYZySUfyj+Uu7CwM/t/52wyHuyuSD49WGJ6vWHDRJwptdsJzHk5FuHVxgz6vai1+yonDaOnOSnyDtXjHAB6UEaUA7UGXalj81H1jXpQhtQcTqaAXzTKZf8PeMMo28uAJ1MdEDUajUaj0Wg0L52rh78Umc3B3J1Dr0xTJNo7M0sBQsWk1xXvQNl9kCr/IwVN7XPJwBBD6eABYBLItVMn1u2dN+vIAqtVOlFO6G53JNFetFUezAnwhqzDNDvCjDWBSAYylgP2s7ecXPrSbvnCwwz6b0bZy1ehnn32ouzmITqAtagGlpeisow6UNlMO1CC4xRUqvwWVGTlUFTrvFQAQPr1ZgB/Y3h6+RCfAL74MtyWRvOaQwuVGo3mXCgaucFUUYwARCo8RzpuqJwIgBBZiSx7fWqMuHnBpPlf/8CYXQO9xj4hMN6afWy9i0SeBbMO2H6pt/mxcY7+ZajC4IuAiEskuwxJTTDhblg7UBRFdaLbiErv7p6W2ZGTkRmW05xd1gVGt3V/KLv5LPMXL8MaXAh8A1UDJ53ZXQn7xrUDhU9JSS8qpduNes+Oojy4rqiJI2oaxaji3yUocXOkYZle3xMz6J8EvOcM88lFRVhqNBqNRqPRaF46p9jahiFPPKvv3Fu5xTSNaoBY5gnHNKg05DhKXAtJ8LXPIZB0iUHgEEpUswAFIJaZptGVGh9X24i3P+Fzi6TwAdLTQlwaOPtLEI5+hKsbG8pmHOD0/FfY2WbQPwb4BcPvx4Kymx9HRU0WA1ekvoeBCpRAfAjVzHM8ypn/HMoGH/m+Wke8/ioj7O8RfGakuKnRvB7QQqVGozkXmoZ+kBJ5eI9r3dtnTs4+sc1mxIFMuz2+derE4/tK77U7rWOMjWqvYP3j2TPfMmnq1B/dUbZpqbftsv+r2Dj1F+UbyqyYec8NlFzTnbBvS50787Hesg0fblxcHcW6ItcSHXxv7pGLUYZBPhCQkkFpWDKinTbHtoHC5C4z0yyyh20or2XdKHOPoTycr2nMoN8JfHCUXRk5lljiT93Vld9sndEVMY2DKM/tE6i6QgLYahWM+2zzXAmskRI3UIMq/r0HZVzVpV6ncx0qZeVMLDnLfo1Go9FoNBrNmTlhawsh6ydUN24vLe46kbodj1tdQCOwOp7Bop5qNksllIFKv14BRHvH05DwiItRZX7aUSnhJ0TGg0dKM6QkCFwSTxjtsZglXnxTwySElMBz0SwSwcVkWKMUCZXGHENl53SjMnGGsnjS2fgyrsOryf+QKkuVhkTZ0h6UzbsaJSx2A4dR6feghMtslKB5CJXltBkVcbkfFTyw1fAFTtjVZtBfgcp+OhMeYMZLvSGN5rWKFio1Gs1ZMXyBIPB4LCp2fv8T5ZvvePO4Of09lhM1IV1H+yc5BkI75s08kpeTPTjVWmL4XFfaRhgygu52qxsV7YdVSOtbsutaJCJ6X3d1+0DSuvunHZP2/rO38nKJWAfs7Uo6s37eMWEjML8j4sxf1VxhkbDkwd4x3UYe1Qtymi1vymm051ljhSivZTnKcxxMu/D/M3yB7ld0gc4P40itXRoSsApBxXVZ9R21sczxH2tc7H+qr3RtzBR2oA0l8vZKRGi6q+voYx0VA59rmVOHMrbmAtNRaeRjUYYoAGbQ/ybgO6lrrIFh3vuRc9BoNBqNRqPRvESEkH8TQjbk5/Y+vWjeQUdhft+s9P0zp9X2FBV0HQZWIIQzVCoWoOqSp5MTLhwWwbcEVZvSC2wAVpumZUp9Y0FtT697zbZd1bO37Kgub3mmZD9SjAeSjl4WlKwj5unEjWqg6EHZgOWoTJw6lAA3RCfw05dtIV5dpp9m+3aU4NuCEoQbUPVAJ6Gc/GtQonEIFYHpQqV/L0AFDUxB2fFDpZYwg34b8CiqFNY2VDOk06Ftbc3rjpGhxxqNRnM6LHaHnPWZexrgngakJNbaaNv1+bdXlRw1849FMzzLduypapiRHThmZIuc8FPxU9JA8ooSw2pJXuJtnvePnrEHdoXyrvhw/5J1Nqu5HNUgJoTqML3peMwbiZhGfU/M2fQ/66689F3V+zffPHm3sSucO1gTy3O3dLv7Z9q7et2OZJCTHfbqUR/6bcAXXumFOU+MlnIzABwEii7LaArlWaI7Bk1r3EA62hLOgTJ7uBRVX7TGQB4qNcLZf+mrmlFhH9g5yrkgJYSmmicNFfzORqWT16MMs0UMd3Kt+4/vTKPRaDQajeZ1zNIFNRGUGFietrkeZRdPcToS4/zjghXhbueqwX7XREuMXgETR55HGqSnCQuUnXg5yom/AqC+qSBBU8EUwIOUm3u6vRlOK3ulgcsSQ6Ls536pajRuEkp86019mYBTwpORHNzOHu5Y/887Wl/u9XiVGM3WFqhSR1tQtShbUPUnXSiRdi5KMN6Oisa0o9LB20Y5V3rAwU2crP8/N3XOdajAgbIRc9r9Um5Go3ktoyMqNRrNuTLMsysEdl953Pbtvx7d3nZTpWG1JPfEm6Wl/abBytYrB7ITdebikSfo67ak12Dptgq54YtFu3t27K2s37WvcpwpeQ6VvnI5KrViYVvS7fxXT0VDdWbPZQXO0I5/NYyn3Da4/Boj2Ltte2XO5e3d9GNpj5iW7rBpCUdMI4pKU7kK5Ul+zXohzaC/2gz6f2cG/U3ALpTHNp1B1P/xCpuQVQs87bNXZrQsuCgjOL/MHh6Pii7dD0wScNW/+8tKhSDZlXBMSUpaRrnkgdT3CpSXOJ0K1Ho2oroXmqi0l5+8DLeq0Wg0Go1G83pm1ijbcoFoR6d3vZRYgKO5u4WjaAvF+btOFSkBhEl6UMCW1DkeBxYCT6FsvUtQacsJhHhDz0RhBBdT2TOeLAnWpI2IhDnts+kZKMAOUoLcBwxKiMTd9LXPZXL3dLG8ZbkY8zKuwXnFDPqtZtD/ITPo32YG/b3AVE4VGAdQkZALUfUm56V+noNqtLMOJWZeDERRWUoRVImlkRxI+/mqEfssqIhVX+qcQ6UA7jJ8gdBLukGN5jWMjqjUaDTnSnrPv67+uG3TvpqM0PzJXf7yu/ZOe/9P2p6RVrP59/iygFOKPkvoCbZ7hjyx64HpQrC8yjFAriO8u7C8a9AQWIBMlCDnQYlzWc8PlDqmu3qeXTE1YA9aHAs+F5zTcov3qCM7KxreWeDxTBHCc1vTApuBjH+reEeJ04gWqUvSCnyEFyGmmUG/A2UktL8Uw8AM+rNRjYG6gTrDF3hJQmkq9fqvDK+Vsxwl4K5Iva5HpbyDMqzyUes3gDJw/KiIyJ1JRMs8b4d3/WBRbFDaxt/TPmXvJwv2Fwq15qBSeZ5L/ZxxhqlVpL7qgY8avsB/ixddo9FoNBqN5tViZG/tbSjbzBaJ2nP2HBjTM3F8w0AsPHrfFQmmNDgqTHokHEPZoUM24gso27sYFYXZjMpAOoAS1zwIcSyaKzva5tGRdHG5p5HHLDkxI9ff5cvuSQ5Gmt0DfXuy5w5UiK39lWIZgBDmsYnVTR+4ecstT903/97+c7nJm7fcIlB1GQXQet/8e1+UnWwG/QaqYY0LOGz4AoMv5vi082SgUq+Xp22ehrKf61CRjfuAKzkZ3JWeLXYAlRI/lA6/GxUVuR/V4Gg5qj5lugD9m7SfT2drW1PnTAB/QJVh0mhedwgpX7PBRhqN5jxiBv3/h/I0eoAZuzd4At/+eFVH9NKp40J/OlAgTnaskxL2xmdWRiwNHRHpsstkVZHPzPVOsHiSO//5zT/35DmiFw+dNylF0wfql2QjxDZUbZhalJcyifL2TgSeAWaiuhM+l2VEbd8q2ZFzV+vUhvq4N/O7vq1kW+NjhZCFdiHtKC+mSB07kDrfB1DGRhZwBLgX+OuQkGgG/T7gu6hUDAfKQHgY+JThCzScw/rkAf8vdfyQ+FcDfNLwBZ5+kWtdgUrVcZ1myAZUNKUdZdB4UYbmPFTdIANlnK5Cia4ehlJ1JL4Dkez9f+mp6l3pbYldktFyESpl5XKUQfY54B0oIXIZp4+87weKDF8gfJr9Go1Go9FoNJpz4OYtt0wC/oKyySag0oR3APJAoNTs7MpaOTRWxGWvs4sN9j48tgFEuBBbqIgp0iqiqMY2VzE8IGktSpi0o+zsS1C26vPASlQH8K2oeokNGd5QwOWMEona8mdMqe9F2cQrd26tWj2QdK4AGSnM7908vqplsWFIG/A1lCj3EZTtPYhyfn/3vvn3NqfuTwDvBL6MEhpBCapfu2/+vfedyxqZQf9NwF2cTI+PAr8GPvtiBUsz6P816tlgNLpRNvwAKmDAhSpLtQK1vjZUunY8NYcdKGHySdSzRh8q2CIXlSlWCtwHvC91ji+i7HMXKrjhdNxp+AI/eDH3pdH8t6CFSo1Gc06YQf91UvKXPbu9u//vrvK+5j6Xy/Ned3/b9nHFbZkxh7umpzt7VUuZSMqx0mrZF7l27lR1pIw5fJEtBVcEix2+yLh57vZt78o5ammIe/prItmWHaG8jJaEuxklim1HRUKWo+rg5EmJQ0qihkFFMikOWyyyR0r8R4/5dtnt8XBFWWdulhHN/FHpFlMIOlPTXcpwr+culNA5kt8Bt6SutwFlSIykGZhn+ALNZ1ibzNTxU0bbDbzZ8AUePt3xo5zv68CXzjKsgeF1jI6gjFobyiiyoiJTlwNdqLUtRRmQBkBv0trpEsmH7Ib8Lcob/BjD12kvysgabV2+bfgC/y31PzUajUaj0WheVW7ecss+lC13EOVkDgFyMGS3xOPWstrjvu7BkHNJavhuTnaDPozKrJmPsgM3pLbHOZlpU5UaY0OJZDWoZi+bUbbqCpQguX7S+HozL3dgHNAtBN2oCMi6vn7X2LqGwqbxVc2TXc54um24hZPRm+l0ACvvm3/v3pu33PI94DOnufXP3Tf/3u+eaW3MoP8jwP+dZvca4FLDF4if6Rxp58pKze1M2aVrUc8m6WxGralM2xdHrekqVImkfaiIyvTz/B34GyoQ4P9x8hklghKIR14HlO1e/V/SEFSjedFooVKj0ZwTyRb/l/tM23V/7Ko2tofzZqY+Y+tCA/YD2/dVXw1g7YoGx/50d4P3I95osjjHas+NeWw5sTxbTrxk6Dwl1oEDCNHTHHfPB5FuIKyWkiWRqHWrmRT5Hk98vBWzztefPPDX/TOuFsKszckarJ8yseEiYMOeA2MSiYTFMnt67RID2XJvxbpiTgpzxKU4djCSXf9sf0nuJwv2jxPilI7ZQ7wLuBG49gy3/1fDF3jH6XaaQf93gf89w/GtwBjDF4ieYUz6+R4Erj/LsD2c2p3wCZRhO5TGkm5kPYGKJu1DGaiTUcbUhNQxG1AGq4XhDKCE3qVp254HrjF8gQivACnhdwzQplPLNRqNRqPR/Ldz85ZbilEp2i0oATIbZYMdkhKEYA7A3pqKVT29XgMV6WdFZQFNYbiD/nFUGnO6QzuGav5iQQmLb0htfx4V4TgkaBYawgzY7fHMuTOPFgjBAKq00AYDWZVhxGp6TcfFKBF1L0rcDAOXnubW9gEfQqWen44kMOG++fceHW1nKuupLnWvp+Mjhi/wizPsTz/fPNQanIntqIysdJpSc81KfYGyqzNRIvAxVMaREyUM56BSweee4ZxD20s52RU8DFxv+AJPncv9vFhS6fOVqAjbI+cq8Go05xNdo1Kj0ZwVM+j3CsH/Zlni7o8X1FAb9a79duuMkiRG69KCZnHv9WsGe2KO/js2rww4Hs0oNQw5TmVNnMqVmc3ty7ytKzoSjuBP2icfqY97hwQwz76DFbv6B1yZ0yfXHfc7elo+ln9wmoPkZX/bP71DSqPK6w0PNYDJrjh8rLP3n2bO4PXmc1lvtho713v2ZGYnzMgY50O1iYycB/vGrgBRacOMCYH9DLf3YZQH9EwsN4P+z6EMtRbgX4YvkG5M3XiW44tS13j+LOOG6D2HMT2jbBuD8ooPYXAyfWVY0W4pqReCqXBibTJQ6SzpgiSotPKlKM99B/AA8GvDF0icwxxfFGbQnw/8GLWe1tS2dcCthi+w6+W+nkaj0Wg0Gs0FwidQtcX9qA7d2wBDSvo3bffPlFL0F+b3HnC7oomeXu9lZzhPDJXO7UDZdVVAEVJaLCE2Jz3iIlTU5rrU95WcrH/eDdhMaQwmk5aSeMLYZLeZecAekP1vzqrr3zBYGO01HU+gxLcFqWuObPaYzlTg02e5d8vF3uY7zaC/EWV3bgQeS7M138iZRUqAtwDnJFRybnb2aNcrRYnAV6dtC6PqVVZxcj2GSK8rD0rUPY6y19OZgxI4n0el5n/f8AUC5zDHF40Z9L8dVeqqIrWpxwz6v49q2vOy2/YazUtFC5Wa844Z9C8EPo/qmJZERXpNRKWY1qDScZegPjjtKI/XDw1fYLTuaZrzw2w4GZFY5RhY9t2SbZu/GpzlLbRG+r22uMdri3v+tvIR30caFtVE5On+tciBKc5uCZBvjfq+VrzTVxPJOvBwT3nToVjOpWPL21Z7PZE5QpD8dMF+u8MwcwDe69+75Q+Hp85w2BP2WNyy88iugqjrD43C3hSqim62tifebF/x+0cqnup8jtz4+zIj7mvtJ4wCryXeg0pZOR0VDPdCj0YrcAUqgjEH+K4Z9H/e8AXuSu0vOe2RJznTHEbyOPDe0+zrQqUEzQU2of6OhpjI8C7ncZT3d1H6CaQk+uXtSxu/PmddoTh5506U932kUTXEDOAzhi/w8xdxH+eMGfR7UZEEI9PnlwKbzaD/bS8mfV6j0Wg0mtcjZtDvQaXY3oiK0KpDpawuQ0XMPYGKhLsZJa60oFJTf2v4AslXYcoaRXr6rw/lQN4FZCcSRgYYlpbW3KFU7dNiROUm084yhBAo+69PJOTzRZuYJ0yubVkq92GIhahU5SHntAsljDpQEYKDhfm9uywWWZ6aix/Etn/2Vg6VZypIfQ0xMhtnJKOVEDpBphHb+a6co7egoi6HbNBdZtB/reELNPLy29mHUSWTqk+zfyNKMN6Ksq3TG9+ceB6SEtmdtG3LscQvEuKURqKjvU8WlJ3eg4qYTScDmGX4Apec4z28aMyg/0OcKuZmA98CLkqt9zllf2k0rzRaqNScV8yg/xbgVwxv0DGHkymsE4AyTobIk9r3HjPov8nwBf51XiaqGcaeo0W47PF/mhLTNIUwTUOGolb500mbbkR5BetJeeYq7QPtNdHsSQAWzKTHSPS4RKKtwBZpeH/u4dk51tg80lIfJjl7J5NN+11tOXszvBELSqS7pjdp21RoRPsHEpYXvjBz47Wfm7GRb9XM33Pf9plXgYA7c8l76PhaZ6hNACz6bMR943eOld1x07hA51XFzcIqSgDKbQNNqELX5ZxKL8qAHwQmneb2h9LJV6Nqyahbg++ZQX+94Qv8LXUO/1mW8fBZ9qfzIKPX+1mPStlenHq9kOHCooFK68lDeWynpX6Oot6jHqCvtj8z8dfaKVe8tfLQuhl57UsBpCQjJVouD5mW51rjLkdj3JPsTdosvUm7tde0OzoTDsdXhpJSXn5+xOg1PkE5LP5oBv3Vhi/Q9orNQKPRaDSa1zCpzIRVqCi2IWag7IMhO2cew0WayajmKlebQf/7DF+g5/zMVjOCnSjnMpx0OhcKwUxfYe+aYFvOUFmfcSOOGwB6jLBsyKgn4Q6yPFTC5t5qORMhHECmtLBCQmMig11CYkolRlahsnAOoIJFqlGO+SBwcVMwj5a2nOjieQe7hCA7dV0f8FRqzMq0OQymzjVaA8bNqKjDURHIrq/4dpYaAivDAwdmAo+YQf98lJ19Ns7ZzjZ8AWkG/Z8F/jliVwuqNv2Qgz8PFeHYw8nniBNzfKK/bN39PZXXgCTPEg2W2wdbC63h0FJPa0+5PTQOJQDLtGNiqG7iu1FBB9HUPiuqzqXDDPptr0Qqthn0T0bVxzwdl6ECib7ycl9bo3kpaKFSc94wg/6JKC/OyA+xc/HeBoC/mUH/F3T3s/OPv7ItDHgjSYsZTlrNgaQ9GU+aJiqiz4IS8Ayg7IN5ByNOw6xxiGSpEGSiPuSPoDyv+alTzgTWScnsp/tLtz83UDweJbAts2CuSkoR+H3D5OZlDbVtD1eNm/Cdsh3SEOy/NK/BuE/OlCIpD3nr6UqWF0Svnh2IXF98oMkQ0hAGpd/5Q23t7Wuzd4f8roTbEj/60fyDuUDZYNy6qinuYbyr15ES5MIo4305yjBs5lSPbQ0nRUHBSaFyiC+himP/BfjqGZZwF6oj4Dlh+AJJM+h/M/Boaq06UIbSaCnqK1D1JXtT861BGZJv52RqiYOTHRbXj83oHw/w+a3LMx+78oFaoCohReSu3Qs33jFts+/v3ZWWNaHiapAFqDQVKwgL6uHnZccM+idw+s6LQ2SgOqrf80rMQaPRaDSa/wJ+xnCRcoizRbwNRcptNoP+JYYv0PGyz0xzRjo6MwxT4kkkLDKRsCajMZsZjVo67fbkVilxglwNYgUqRbgOZbMWolKlvXn7idsGlZ3qaWaBJcLerqmy3IhxJOsIVmkh3jFLLAOSmPKoEaLbkDyRyBAGqsZiPnAIJa71AntM03APDDiOZ2REp6KEtL0oQbMFJWo2oxzjb0pt25majxUlXNo4mQ79DEoMG8b7cwO1udbY3JHbU8xCpVn/GyXIes+whPeeaX1HYvgCD5hB/2eA76D+Pjag/nZG1pCsQqXEP4lal6eAp9YOFBXf31N5qxoi6Ew6fZ1hp88mkkduyK6bhxJol6TGX456jgihgg5cKJFyhZREUc9QFiEwGF3sfTn4BmdPn/+gGfR/1fAFdBMTzauOFio155NbGP137mxCZRAlvNhRUWxPG77Anpd7cprT88+eyv5iWyjhEKbVLpJ2ARxOZPRXRHpzc50JD2DEY3T9usm/+yNjA5cKccoHoYPhH44WYOl326a9EIhmXwQQHbTu8NnCTQtDXYm2Isvxh46Nd9UftcfHd7QFkmU0WWFlnjOSYQlzLPsQbfY+/OF8V8svbCvGT+18eseCwub87oTtmWNHnX0/uWy760hjzq6d3izLrlBueIG3Y4bDkvR/au/S4KOzHpuEStvYx0nh9CjKONnFya7XodQ4a9qcR3o4J5tBfwbwfVRR8tEMrQ7gXS/2Q9/wBZpSXuR3AXcxejfFIRYDxYYvEBzaYAb9N40ybi+wxCIkNiOZODaQkyEl+R0J+6N51thYf2aXdc5D762bNLY5+pPpLyQKrBFhSb2XUoI8Vah9uThdAfaRnC1qVaPRaDSa1yVm0F8A3HCa3bYRr0faJGs52YjvxyjbQ3MeqTlcPpD60YYqxxNGiVvFKPHKcNijD0djjhxOvlcnMG2EUeIXAM4uphVuZoclyhwBQgoakPJ5hOjPOohLANZBLB1zZAxDSJTNuxxVu3IPqlnMJJc77gb6pMTW2eVtM6UYjETsoqKs0wp0SIkhBAdRKdI7Ub9bi1Fp0/NS0+lFiY7rU9vsAOMdvWuWetvS72W0GokLDV/gETPo/yjwh9Ms348MX+CJ0+w7LYYv8H0z6H8Y+DpnrjefAwQMX+ATQxt+u+WWdwK3jhz40byDIauQVk7eSw5K5KxCPQtFpGTyQ73l+57uLxuMSOuJlHGBNCUift8rk710prqmQ/hQYnD/KzIDjeZFoIVKzSuGGfSXo4ofF6Ii6iafZuhIYyk97D+Gqsk3dKyBiry67eWbqeZsvCu3tiliGpW1A1lNW/oKBjb3Fcj2+uz48oVttlxnolRK5NdvqWyv/0xheV5PfMfbso8tFGLY++hAeQ9PEI5bD82wd4V3tRU9elm0le8dXGj/6thN5u83zbW+9e3bet6UVSe2W2xe5zJ7cv2Bir4VU+q37ugoGky6xUWds6gCyD4gD0SFEfj68bn2K8XhtmuzGyoG+i2HAEsoaksYXmmu7i32FNgiz1XaBy6O9dsPSggL5TEe8lg2owRGN8ooG0r13s7wekFuGLUpjzR8gZAZ9F8MfA9lCHhQhuajwJcMX6BplOPOiuELxM2g/yngt+cw/ES0RKqb3/MoQ7cTZezaUEJjbTRpIW5aqoDKT+9b9uRglnn513zbn7yh6lD+mIy+UFVGz6J8WyQ3/eRCgHjlDBfX2YcASvTVaDQajeZ1jxn0W4ErUXXEIyjH/ulqbo+M0kq3vTcyXPi6yQz6P65TwM87SVRkYxcqGjGJej/LAOz2+NYxZR2lgdrSCahMs2HOW9NGFPXcdOJ81igtkUyC0krC2YUNEwsWnNFcBhydmB2zsSLwWi3xUEVZ57NFBT1jN233+6Q0hsoCHOjrczdIcB49VuyPxmxTy0raH1cmIXFAxGIWHI5kNyqd3JWadzJ1H0PsRdXDzCeVam7FjNxesG+kE360+ogSwPAF/mgG/W2oyMBClF3ehIqIvP+cVngUDF8gYAb95+KIHxaV3NaRuT0/r68xmbB0RaK2voFBl2kRyVAiXwzZtEPfrcBCU7JPAELgeKyvbPsjfWNPcdJLxMB98+81R25/mTgXWzuMCtTQaF51tFCpedkxg34B3Al8k+Ee3K2nOeRMv4fbOJl6O8SElz47zUvB8AX6rS0TOiZldI+bnNntfC8BF5NxowyPyv1b3eu2PJe5zPd5DjzZX7aoPuZ5/IrMJkuyz2r2RB3JeaUtiXt2z5ZzW47v2mLkiraqLNuWP08Td976HHNzW7279/h6Sxnsf2h7gZnhGnQ+31uSMS4aDU8uGxj4y87pDrPGZbs387H2N445kv3t3YtCFiGT1405fKDLb0325ZizhYBca2x1yLTGHCJJ0sToHXBaLXkyEezLjH0jOTN6U3btI15XJPm1fYteeNf4fXnVjv7MVAp4AydTvi0oY/1WVJ2WdDJQBuQQfajfzyvNoP9x4IeoqOH0hwEnKlXltJhBvx1lbJoob+1Ib3ILKu276gynaUAJrphB/7tRRbELUZGiJ4zAuCnWDJjWWo9ILLIbidqYaanYfqg0nhVM7i346Pq5QHJ+QUscVatoNF60t/ocOde0eF2jVqPRaDSve8ygfzzwAKoW9RAJRhGwUowUH4aEygOoSLd0LCib45xL1mheFgLAm1E1352pr+Nql+yfMaWuvLvHUw9kgNlSOaZtXbA1ZyAcsZsgEoM+EtZ+sMR4WAIWExsgLAnsXRMwrCFithD98QwMa4QsdyeRWCsRbyMDvnc3Wo41FuZ2dnvbpQSQ1ZkZoYPZmaHu/YfKisCYiZQdCCymKaTDngAlipqRqN1itUaiFotchbKBY6g07ytR5YjgZNMeUMEne79WvOPPDsP87lnWZBdQlKq9Ogf4JcM7ZkeAgbNlLS19yw9KUNGCx9c9cEfnKEPWoZpLnYlNAFX33F0G/ATK3njoCJtJa1gphJm4O2vGtlxHaNPlWU2J67IaQK1Jza86J0Rnuzptc90dUx7vKz9dCvYrZWeD+ns+U3YWwMO6oZbmQkELlZpXgk+jIstGMg84hqrz0Y+qXRhDedcCQBvD6+qcrvuwjqp6FbAK2cepBbyjsaio+9K7q2YBCIfqYDfd1ZX1r+6KtuObih19Vov1ZifhVX2lsrbVnjx2IMNe5AjFYh6sf181Dfe4gWjm2AH53nFN7q2WjOSKF/bFHu2annwy4rNWlrU6p3V1Dtz07r2u8bmdU4Rg7EOXPvhYZUbvMiFYsC2Ut+On7ZMHO7u82+7ZuTj7J1P/fXxfY14sbzxRw25a+qNOs647RzisA7HmmMsWMyyux1vGJiwFIaY4ulvHd4cfzPbEiiuKekfe7hiUhza9HqIH1RnvCEoUnIUqJL4SeAQVPTyStwOlZtC/cuQHvxn0l6DE/Ldysptgqxn0fwn4zZDRlSr4/W3gN2d4e76RGvcJVMrWEAWcLJ1AW8IZ+UrLbP+M3v5V/vFNBQ5n3HJZZoPnmZ/PTphJI9ZtWo9kW2IrxOjxGKsNX2D3Gebwn/ACSvQ9XY0igJ+/gtfXaDQajeY1QSrF+wVOrattRdknAlU/0EiNaUDZLGtRNvdQU53W1GvnKJfRtvb55yCniszTQHaOKWs/6HTEl0Qi9sMAFkMmy4q7Bh322OCx40WOWK9dGhFicS+iu5ikvR/crZhJN8n+MUSSbkH7AkDKTOuAjFhCRIXEzDmME0i0rvUlBwvtEYnlEpDHFs49tNdmNacBNAVzd8uw3Jl5GGI5cke7LYvC/O4QkAhHrInBkMNmSrqyMsIYxonfpUKUbZxERT5OYLgjf1p7wnlviS18G8N/j20oUX0nKmV6ZuprDuoZcaR2UY5quHOZ4QsMq6O+9C0/EMB7gNs5KejLpW/5wcPAx9Y9cEdz2vC/Al9kuAg68r25v+qeuwtQ6esVqe2LSHtelaYIbdtUbYwZ297+hQW7SkzJExJm/qZzQnORNZz8eefE6b7e8M6wtF50muucqdnNf8r3OXPkaR/w2Vfw+hrNi+KVKtaqeZ1iBv3ZqDofo9IQcx1Fpais4KQoWYH6YF6KiliLo9JQRhMpAR56eWareZH8aJRtbjNJ12d+Ur89tyjeYXbLQ8B2Cf1vstdT586IHa33GYmQK3d8vMeWvTDpcVvyvDOL+rKi1aZnXGzQbuTGihp7cizPNI0NHagvTVz33o5xb6s+XOAf2yx+XLmxcmNr2YQZmd0FQrAX2FmV2esDMh/vK9vwy46JuW9y1q9trivMjiVszsryyPTt/jH2IxavM2dsf+a31q2w72kslYePlrqucrcYj819NLFgYm3OYNLiXZnRkswtG3T878+vsCeT4viI+xoPvBOVur0e5Wk9iiqMXY2KusxIG599hnVbDrwlfYMZ9I9BCXPvG3GeIuBXwB0jzvFb4NujnNtENfH5TarUwl0j9heEY5bjz71Q8NQ/a/2Ptg16RF6Ndddvnl7o7r+/0Mh1DXa04DK/+Mmnw9/bNu/Ap5vnX/qrzgl7kpLmU640XAB9WTF8ARO1RgdPM2Qzp66JRqPRaDSvR/6XU0XKISSqxtxSVEZSD6qMjTf1fRLKgdmKChwoHOUcOw1foP7lnbLmHNiEev4ZyY7WjixLsC1rq8cTiQObhZChcMQa6RtwODzuiJAu4TaSZLg7sLl6cIXGiMxEFt7uqcKTyBBWVAmmBCbh3L3YPe3koH5XTKDcWuMsdMcSphDmMyByDCHtgyHH8V37xq5NJgwz4xi9rg780kJ2PG6zhSNOF+Dctbcq62hdiWVfTeVQLfqhWu4dqfNbUOLicyPuKfDj9ql/v7ttykFUE5t1KHs7nJrTEoaXDCvh9AFWFlRW00juAn7P8KhjgWr8s3bpW36QM7TR8AUGgWsYvbv4fuAawxeIooIYKkbsXwH8G+RTYxK963IOm10tHdmOO48u7v/w0SWJ9x5eceShOv9AZ8TZBSIcTLjnpO55JFtIRW2+Ehi+wD+BL59mdwJ4j+ELjHwe0mheNYSUuqmT5uXDDPqvQYk7o5F451+vWb300iNZH8w/VGYR+JKS1RYxqiCZXoA5nceBa1PChuY8k4rY+yHKydGGMkhKAQK7Xes+8+PJyZyvuVcUWMKbljvaBrb1FUa27imPF+QNJsLYjF5h0FmXa3x20Tr3T3+7NJb/xjb5p7lPTV7+6DvdlZndW9odVuP7U9fa4xbh+kXnpBWV9v4jrcfzam6bsMM2IbvbixK3s7/cMuuFhrj3IoCv+HauKrcOTHl/7XKzwBna3x13yFIGgtMyOsUfD04XK7Ja839RM9u6+bo/9OY6oubnmucYxbZwbm3UG+0zbVN+U76+xFD1NI+g0qzDqO58oAyn9HSV00X5nm77EL8zfIH3p63jI8C1ZxgfQXmA+1BRE02piMlpqAhMHyo6+QHDFzic9t78eOSJumOO7Yt+//aErSk0GJmanTmt8vhA+/1lmRmOqPHT2/7d+43Q9BUZRmxnhX2we38kZyUwkGXEdr0393BivKMvz20kJghBEzD+lU4HMYN+D+oB7F2omkwNwJ+A7xm+gK6Zo9FoNJrXPWbQv4fh4ks6T6PKt0RRYk8SJRoVjRi3B5g+yvFR4CLDF3jFBBPN6am65+5yVJfooajXYfbl3JmHD+zeV1kcT1jdOdn9z0tJOBazEQo7rZZeGfU0Q9KDdbBCODFlHEMIVP31JJC09MleRw9G9jGqUMLfZFPwxEAFGdapAxar3Yx3dGWtyPAOPt8/4J4DIgtVs326EZWrTTtlCOEEc4PDEpee7TbRVyEyEtmwaH6NxWolmrpWDup3aSEq/XsJqqFOIPV9BlAAknvL13UagrzULXajRPWRzZ/6Ge7YHw2f4Qu0Aix9yw8Wo4TPM/FTVOmDvcCWdQ/cETODfjeqqc7c1PzXAf82fIF41T13W1Jz94w8kcVIrkqaFlFU0G3kZg9k1Bwu68nwhqNZmSFPY3OuFcRM/7imzUUFfbNT99eIEkCzUGUWfMA77pt/71/PMuf/GDPoX4GKHl2EEoXXAl8zfIEtr/S1NZoXg0791rzcnPLPO0U/sKVyIBp9evXEUM3CbMe7co4+9buu6qXvzq1dvcjdtkSIYb+PjaiotuzU6yjwM+ALWqR89TB8gf9nBv3Po+q4XE6aoSwE2HdEvD8u3dMF+D/ZtMCKVWz+4ZXPFb77yWub+iNOOXFKvbvb7rTu6fVZ8pZ1mLkFPbE7W+ZmlJZ07jY8Uev4jHCh1x4PVzv6VvyyU9Ydi2U03TTxgGtCVvdyVG2VrYBznKOfhrhnHwj7t4Izlt5TuqG52t17rCiWjO7q8vaPG9tv7TUdzCtuMD809kD5O/17j+6M5llX2FpY6gl6L8loKToUzY6t6vcdMYQSWlGRkhkMj44cGbFQ+RKX7sQ599fNy53k5A2nG2hKOtoj7m1FrtDPUps2oerz3IWqzXMAKLprz3zTImTe7fiXPtRT3nddFjcIwWrU382Jee+uyw9Wz2krqO3PttiODYQCRqk5538Oez+XvbftG39bHs66rnXV90q2LTKEDH6yccGakLQt6zXtS/9fxxQAbJixCvvAH7488/5XvGZNyqP9ZU7v8dVoNBqN5vXO6WztzaiIsSQqhfUFVJklL8oZW502dhqwCrg4bdsu4MOGL7D55Z2u5lypve32hqp77p4DvBslUL4jfb8hzDyPJ3Kwp9e7qNTX5RkcdNiPNfgSYMaN/KSDdsOStBsCqMAQQdTvwgCwDFOuzt/HmHABnRLGC2VTb0FQMjCGsQxk7J4xpdba0ZW5rn/Ak4sSuPegygasNh0iHxWh2wGGxXrMjrOXZKINS364H6sVCycjKL3AJSjbfU5q+lmoIJS1qNJEgKAz6TxSYI0MCZU5KLt3Yfp9S4njNGWJ0slGRQozct1GYTuqZNPHUdk8VUvf8oOH4IN3rnvgjt/dvOWWB1F/Z64NWyfMMaM/SBavZ164kIN9VUjTzmyESGWmyrY5Mw/bd+8bZ7S25yRjMVty2qTagcyMaKmUYqB/wNFZkNe/q6igbyGqdudcVFRmemRmE/DPs97hy4DhC6xGCeAazQWNFio1Lze7Rm4IJaw1TkvCMASzPvW29eZbvvCOAy4jsW3n8h5rXFq6/tg1rqA55nruLdnHM4XAjvpAPYz6kJmB+j3da/gCfef1TjSjYvgCe4E7zKD/j6SEyrgUdesMX3TW34l6jXi2RWCEf1e6oaXHW3pXUb5wNrivdwLTS/v/fdPc1VlI+kKZcfM7lVuvaY47678nZzjyLZGsfFuk8/ttU8eMtQ8eBAalZNaXt6w4Nli9Y+OV5UcH3NbkIiD35twjbB4o2BvGMt5lJHZZhRwMBMqN+9pKr3aYoc2OPzWG7vz6sYLfJyY3eS3JwNFYhm2Wu9NoSzgTk5y9g99unWH/mm9nebltYDvq9y3CySL06Z0v21Ai+4zU6xinRk/uRgmDxzi9kNkEcPOWW94D0++6Pqtu/bWZDfOE4EQx7WjSOPargzObflEzc/b6a/+c3symCpWa9fNf1sxc+ebKQ+UFzvDCzoh7dZY9YgcWuYzkmsa4m3J7aAUq1Wa9lLhMifWutxcWynd6wiULB7F/5LjnV2sPR3FJy4/aplh5Y8+Vlc7+xxyGuc6UzIpKyxJGdAyNY9g9RsJuBv1Zhi9wSjFPjUaj0Wg055VdpDXYk5L+AdO6IcOSuAIVAdaDynYJozJgkkAnUBtJWkoO9uR1P9YwLva7wPQPH3nbLxMo26UJOHy2piSaV57a224PA7+quufujcBNgAEy5nFHtwpDkkhYfAD1TXn50yfX5+fm9DdZrWaF3Z7MC5c4du04WBVCddzuRwnWs8ZVtjw+OOgguDg3jJRLjRib3R1YgAVJJxtQAp9t/6GKGIiLUlPZAiwD2VmQ15to78yygpiMKtP18KAPkTTJtArZ43tTowWwo2xICRSj0puH7NxulA3dRVrzGYCHeysGP5AXSN/UC7STEjOlJPz3nspd5fbByBJPW7qwno4EWpa+5QelwC9QYuA+hvc+iKXuqQz1tzEkFLYBE4G3ScGM+X/6cu0kP1cNndc0jWZpwSJgwN3GWHcb1oSDYOd0uTPpFmNBHO7uzsiYMeWYsefAmIHuXm+ou9dTUlHW1tzUnH+xMOSR6ZMbelPXz06tzUiiqFR3XYtdo0mhhUrNy00HKl3TBiR3dRYcf9tzb6qu8PbF7pr//K56q9Msf9+xMZY4PW/Oqmv5UP6h/aiucJNRIfpDXrcVQIvhC/z41bgJzTnxqY6EI++fPWMLt4QK5shMMRbgo42LAyXWULDdYY/IpJF3uCG/ekj7uq6wftzsqubJwNYfP/LO0r/KwY1RT6K/+2C2PeRKDGyNZBR9ZO7Wrgf7xs7sb/euP9aWH+7t98jPbL142YGevDVfmLnRKwRICcX2UP3lGU3xBZ6O2QlTmJm26NobKmtWPb+7oOfAvzy53y2bdbzpyhzRV1hjdCWciRmuHufeUHZynLPPjEmjdVOoYN8iT/uVKMPKm7qn2hH3qGr6AAlTNFqEtApVqmAtKo1lXeq7BeWRXY1KFbeMOM/fbt5yy4dQxhP/6h1btCecW+Nqt7VubC0raQl7c9rC7kqJqLy6/OjqbEd0SCxsRBlUAKxtLZ0yJqO3/cqyY7itcVHXn+UBiEuLuKtt+oTPFO5dV2YbXCIES57ZMu75vz46IZ7xyU5r98+aHOZBX1/Og1mukMMS/ePuaTU1Ro63ML93f004+yJTMvD9tmnBJEZe+qQFsvVDeYeaFnjaPwfcagb9dwL3Gr5AHI1Go9FoNOedZf9+5zGLYTZLKYwcR7g/o6K7xeZKXPGmrOPrVniCrVnW+CRUJJwLFUl5CVA9ELcdWPLvd40ZTNiHxJsnq//xodm1t91e9yrdiuYM1N52+97xP7vrjryc/usqK1qn2u3JJQAzpx4Lh8KODYmE0SYEYbc7Xo2KVkTkmDHTJRaDjPsKu58LtuXKWQXN2yuKg1krbO2tn267vADY6epgYtJKS89E9sSyiSGEHeTiZNI4PHR9jzuc6XDEn5w0vmmlYcgr7fbEE00t+V0gwxnekOgf8OQks6TpbBaucMQe93piQ7ZhEpVO7UWVIRjqYA6qpFG6/rBr/WDhynflHDnoNMxqVBTwFahSTIcTUji/0zo9UhvLXASs3zKYv+fjBTUZNiFHBgY8vvxjH7Sg7POhffmokmHFqS83ykZvZbhYeCLNPGmnt7vHu1xKTCEwgIhhmN3JpJGNikh+HJhpjVJSuJVxCY8c7JyI+/CxEqNqTFBkeMOxSNQxRkSoq28ssgIN/sqmOEpI3cDJ0lLprEX1b9j13i3vf/L/yjZ8yl1y8HQ12zWa1w26mY7m5WYWqgObDyidmde+eN21fzaAuj2dRX2XeFumVhZ3HS6s6OuKYckGLkOlHgwJP+l8ywz6c9FckBi+QMedzfObNocK58i0ILyYtPiPRjKLjle5L//1N/7Zef83/tKR5Q3vAjk4bVxwDMrDWVngDEe2dhQP3lx4+PJ75q/JmprVaz8LJiiYAADwVUlEQVTWnZczz9FR8suyDT3vKzmYtNsTSa89HJuW0fZk3DRicx9+T+SXNTPX/qmj+unaWOY1M11dXkAGj9leuGfhM70fmrirX5bbKz1vswljdY/t2FFf6Z5QDl4jxr/qx8Wq7b0T3IZ5/XdLti9a5GnPRomU6aRH7Q519p7zlyOTnp38wAdKv717UYuUNKWOexgVfWlBifMTUQJ7LcObwtzTF7fVukXig+kXOhrLnPRcR0lsd2thtDXsKZAIPNZYzd0Lnl/KSSPuRDH7hClq6vqzQk81VnoBMmwx40h/Tp5ac8MYMG35Xw7Ojn8tOLO2JebaMGNGs8f2vp7cnn/IuHNcpCdnQWtOXqfRvbGvqP8jU3bN623KMi4WbUfelF2/5/+1T959MJo9JX1+FszjPyjZIhZ42mcPveXAV4CNZtA/staVRqPRaDSa80BL2Lu8cTCzpCmU4dvXXTh+4+4Jy1tac1b9q3dsMiqNMlTUmgUVNZYNBAYT1gMXP/b2ksGEPT1tfBzw6fN/B5pzZfG8Qw9PqG5eYbcnTziShcDlcUcXZ2WGylECpRvlOE9093rCIDvLSjpXlfi6My3CLPn1kqcz7i7byhUF9dPmzTpinTC+abB1ETWtS6iI5okeaQGrNdEyZUL9k0vmH7RPmXh8X1bmwAszp9Y5pkxozDYMaQeanI5YBOgG4ZpQ3VQqhBmJ54io6YC+fo9EZScBXI9qTDMDZRunU0AqyyhFCAR/7h7XgmryNN+U7Bk0LZ37w1l1n2qab6uNZY5PjbXsieRN/2jD/2fvvMPbNq+3fQPcFEltidqyBuW9LW87zt5t6qS/pstp3T3ckXR+3buN3ZHutG7rJl1Jk6ZpEmcn3ra8t0zb2oPaEiluEvj+eEmLluWs2orT4L4uXRIBEHwBQuTB857znEXFuwM5m1SVpCVRN7DG7+QTasrkPiKWvhKRoWlHZIKCSAKoRIihMNLpW/UX0hVXdGmKIiUF26DREPORSFpAJDCYgS0SSAY/vRkNhIhj7NzhDAX3pht0AfV07m4WWNtVCejqG0wb7PBkhBA2C6O1l82IJldpAFPNAxazrBxSPK73o6HxJkfLqNS40JzjY5dnCeQ8e/0/zA821mR+cMt1LQWuLl2BPhArMgSWMeKRMVYjEitiFvjBizhejf+CnxftcPTGTVuPhTLVQ8HMnKaIrWyqeXD3rekNaZ+N6tqqHINlOknNf+Bbf3PsdxceNeiVuUCfomKcYBts+umC56+WJDpy0gOGO6oPT7pz2u5iYMuTO6uHf/VU7aSsvGif76hpziffv3Xz5bMblpfbh3Z+98CihbnZ3kMTq9v5Ufc06fN5h/cO9emLgn5dQ/V0L+V6/6Dp/Zb8EzdF2y7zn2p6rr0sssjWbfrczitv/KVtsO2Jax9sMcrK6I59IATzK59onfDkru6izFxzYPjd1Ud7MozhgndUHl+4csKJ2Glv5jCc8bQsRQRbRUAzQqAH4REZB54FHgK6gjH9kx+ynuw9KadtecJXMkVFygLQNRodzr3qJMc7O3aGdfq+y0oaiw2yomsNpoXzzYEGnYJPp1PxRoxH/nRiStcd1UesPz82Z7qqEqlyDFja/PZCVSUUVWUZiKoqi/Z2FWz+QiC9aP/jNT1zbjpeOXxncaxEHQgUVPcNl8X6lVV5J28CXtx281+qELPOWRJsPhRKTaZU/V/OOxjO0kfKUhbuRvyfOoG/KB7XVZdyiZjicRkRgWgYaLyUx6qhoaGhofEqOCfWbmzJz3HmD5Z+uXNu2i3pTU/MtAxkmOSYK0cficUUyXv1xrfnDEQsGWPs62bgGxd7wBqvjd8Ub5vgV/S7T0ccgUPBTGt9KKN4KG4IfCH/sFKk9/PngarmHYH8KkSm4JPOvMHLCvIHe4FZ/V32XY9d/WBxhjHcBSzdMpz/hNkUvUZRJKNkiXdOr2ntDQRN5syM4TKzKZaJmITvzsrwD2Rl+C9DTLovAB4HrtbrFQNCAPd3dmXpCvIHTB2e7OFAIXI8QgRhB+VixCIpA9F0M5mxGEBM7BuBPYhS6DDQsdWfzzZ/fpFFinlNsuIYiJvKEeXibkTcSWLfxJANv+qdtLzaNFT/iZzjBw4HM3/w+/6aH+oW+NJ6Wu1Hsw8T00WYm3hOI3AZ8DwiwzgPUeY1jMj6zERkWOYBdf5ipgBtXp+1KzPDXwP0pFnDkaDfmBQqDQjfzXwVTkqAaYAy5zYyhypoMPjRDVuYPjCdfls7ukARy/v60ncO9NtzC/IH2ySJypS3dzMpdlMyquejOfVzE6/xO8XjOnapN7VSPC4nQnxukp1u3+s9Ho3/LTShUuNCY0ZkR8JIJzOLqhJ8uq1cMef6vd64YfJX893GuMoWncQkxgi4Usi4yOPVeI0oHleZTcfbbboY5UY/1zvakqtMqspkkzlq/Un3lMN35h3ps5hivYumtVyeWL9Elmj82aLnDQgvlk5VJWf73rL6isKBxqqinvD0Ks9M333WHLqlCQCn2rINl89u4H2uIwsebJy4zd2Xtbi6suNUQ8RR/fBQ2ZbbaxvnHt1tbQKUH8zbFPr08aWt8g9s8UfjpW+5Kla/8cqilutK0ry7moYz5i989D3e3132xDO6sBqyRNStadaIdNpkjS5N61ogSejTjRHrX05PmQ+AxLaPT9qX2R817co2hJXJmX3piGBHjwgu9iCEytGZmR6EcPlJYHK+JcjjLVU7+sJm9WeTd0Z/0z9x87FQxhKTMxhOqzJsyysZWlpjHHyiJWrT33uq5tFnD1aZlKroae+zuerPb3/y8ZU73jr3VuV0+0fetnneDw4t1PeErHsnZfTmKqosKUi+yeaBgSd9RTFJkixen1WqP1nck9EHJx+qOFJxS8P81fZTe76xd6np8ZB1/vvLjg/JEtWIWecdQME1jvbrjofSNx0MZS8HmkCSdbLaQyIoRAR6qRnPVwAzgf3/7XV0oUl0bPw28EFGOkQ2KR7XF2Sn+4HXb2QaGhoaGhr/HavqVutrqhxtff32TcN+izkcMRSoqlRqsYR7gPY4suGfQxVX/XOIPXm6wMBd+Ue8zQPp4a6gffJ5dpkxjsPXeJWYZGW1SY7My9L3Ms/aC4CqclSScAE7PpDtvqI5YtsSUnVmv6K3hdGbEfHdNldhz5xyx1CoMZymZuoiT+boQwBbrZaIfuFc9wxJ4kC6I7gk5eU8CFFwOPG4P/F7BiBlOPxlkhTvVlVdtLMrMzJr2ulIhydrieSIx4tLBhoRWYcqQqTchhAEA4jEk6QX/NWJbSKI7MSTQC5Ih1XYH1ANwUAcJRzWHzeZYtchulLXJ36fdQ2fDKd3fap9wdsQ5eVXT6xqD+8cch3rWqgzWjzqngw3WZJKYeI4ZgP+xL6qEPeqBcCJxHH3ApKkEFZl2jq6stIzM/wAA0ZDTELCHzewXyeK23Uq6HtmU5NzgOG+qfTH0+hQjFJasJg84Fg0neUD6XhADU6f3JSR7ghWIpIbBhDi6CZEwoOaOE/8X0ZDk0WOJ5sIyYhs57e/kutkvFE8rsuBtYjKM4CY4nH9FfiM7HT3n/+ZGhqvHE2o1LhgKB6XDPwCzpotAtgmSSz93dKniCv4Pt84f5dNji3USSxFlNo6ztnZCMcv1ng1/muqzrM8JEkcuMrWHrw1o7lMkqhClHsnZ1h1iDKMpFg2S5IIxOPyno+ufevSr6x6flN5wUAQpDOeMY9snjz1gzft9ksSad+buyn39kdu2dq3MyfkWto2ONk8aALqy2pCpaqCp8IxNPDQvCdW9E83x5c99q5OS1o4Jknw6+UbM77dNXO/XhfP/rm35sqiVuXRzX+dsljSqdsn3HliWa2156gJpUI3pA5+a/aWXT89Otfw8Un7Fv/0yNxteyw26/vzTwxfbuucJ0lsRvjeAMwdiBiftBsiE/WJ6ndVZW9ixjSZeekFHO+vObzwbY+97altnmLvLxc/I/0qVPPv7dECXTRTVgHlRCSjME2NDvz7H2VqSBcLzp49KAUWxXRHollqKK47tn13eenQdbsOGQ1RpcHn6O/1Sp0FfzvZ9pnQTK/RnmEsKAk+P7Oi0xR0dUT+2DE30pOfrht2GGwVqu5AXpq/Kr7dctpUreyMKeiMOrKe21NxND/Lp59a0RNXVaK32xvse/vzH9NbYxbgin8MTBj+fP6R5FswwLmNgmZxiQmViseVhvAPWjZqVTnwD8XjypWd7l+e80QNDQ0NDY03AKrKHXk53lvzckacamIx2SfLagEwKbHoOUDpjlsnfb6jluFe6wsvsUstzr60OSfWliTyERP9Xlliy3cL9y0E9K2RtE3f8MzyKEhOYHFv3Pzkh1qXXAtM+FB2/ab51p6poGaD5Ev4L46eZD+BECorEFVB5sTrDALHjMb4lRZLZDAQsPhLirrNVkvsmuws3yadHLdKEhJCSHwSIcDNRlghZSOEuE5FwSBJqNGofq9OF4vqdCiI7MEYI01mQqpK3r5DFfG5M08fMBjiM1WVsCTRBtQg7iG8iOs2WY1nAtDpVNPUic26Q8cq7EGn1Bo3qt05hzmVOI60xDjmIZIM4ojSb70CMjrichxzWifd4QlRv6IQShxLrKyk2+rM6/eGcy2G5j2FESRCUSttpgGkIRfD1k6yhiZLBoQQ6uVMKb5aPGtq4wGbLVSYGGcc4VOZmTg/dkRjrJk2OXrgKnvHWZ3OGREBLykUj+vtwN84u4xdD7wXmK14XEtlp3vw9Ribxv8Wmkelxn+N4nHlKh7XO4HvqSqDEUU+NGqTxY82Vz77k4cXPfv2r95+6Lsle+b4ho27+r3mPQl/kcHz7PoA4gNd49Kka/SCsCJvjaosHIgZq9+W0Ww3CmNsGJlhfRrYiejmd8ZHRlXZ2tKdEclJ9+/96YOLqr684arm1P0OB02Ofe7CvQAzsnqKSo9GZ/u2ZNd+Pf1gYIZlIAOotDmURkmmBrjGICuBfEsg5w+XPdbVpxrSVRVvZdpQV4llOCDLauGVto4t31y4Pf091+7fpsbluDGm7h1slwNXXXXtvu/vrs2YW9wWfOrafwwoKm2/PD57oiyr3vsHqpbtCWZvRARSk/0+ecef787f9s5NVyrvdy/zXn/Xe70fO7zkWESV7CQyFFSVsKKyN3kc9y7bmNWxNWfo1j/f6vN02smf1Fdz+dzTusLh8OPXBj0e+ylDn7ertFypccgHjhUr3j6D7nHyryiLdfrKSz0nLvvtyuGJ1e22YYskP24qv+wf928vicqGyL668qmX052WNqzTLXL0WLLtw3nZx9SC+UtPTDYbwzWZavhkgWU4uHLGcaNRRwYw68DJwown9taog2HjsYn//KBp8X9WzT7Z5rQjyoc8J8IZE+Oq1J54v2ZzLqExlr1uJDIpn+alv9d+qnhcNeM0JA0NDQ0Njf+ainvWyRX3rFta8ZO1H2v6RfVdwRbr86rKmTJLvV6xy7LaBmxUFI4rCjZFodofMD6lqvT64mfKVsdCm7y7tBkda3sRnozViJLbpQiRaHeJ0b/82wV7Izm60M48fXAbqEuTTzoczFTaotZ9FUbfFhnFC+ozjAjbSWoY8WI0IOLBboQ4uFxROG4yxPTAjQa9KgNMqm5bnpsz2MaISGcB8hHVUoWqSnpiX2pDs9O4bddE9+4DVQZZZkhVyYtGpd7EMQ4BefE4/lONzhdjcb2jtT172Dds3trZldEB1B49UXz4aH3xC4iS7fnJQSsKYRJZoOmO0HRbmr9bjqgBUx8KIrHAgsiY7AeOIrI50xHCoa6nlsLu2eSp4C2d7PEtmHsye9qk1imJcafr9Yo+LS2iZlR6Z/srqDHN8pnDeVK1aQglmC9lDk2WVCBiNEQCkhRXEXGoUScr4bS00NTE+PYiBNyrgUWMTPT7QI3elXfYIY3Y/Se5pOJsAMXjuh2RlNR4nk2mAneP34g0/pfRhEqN14zicUmKx/UZRMOPvwDvkCQUnaTkPTxY+qI75NisqvgBvrZ32YL/tFRE+k6jXPuOtx267T1XxT9894JOv182Ij6INyN8SpK0Af8nO93KeB+XxivmKKKbJHFVav9Lf8XOj7QtWvKh1qWmz3bMz93idybfu20kuhEiZhEXIDLeXkT4vOwFlDW37jA//L2/xP71/fu67e9tX+G8pfUgqJHki627b6FVUTh6rDdnW0yRQnqd0r/raKmKKE/WI4K2QsSs6dHuqHnfn0MTrLIe2iKWHQZJnfo9557ob4q37cjyq76Pbrsm/Y7r9i2Q9XG9/tn0/rjdGDfpomE5PTb0054pGZmmsNoStB3LdgzvNelj0rK0zqfnWfuu/1NfZf87917z3I23Xj30l584C/2qxRpstg34Y8aOYLo0OajqkyUzvDBcsCumSHO+tHvpC/t687fsU7KGcgqGQiUd4Zz09FCGxRxtbrEb5JPdWY5wg81xfU5LRvqMAY9twrA1mKYzn95UamtoyN2Vsc1ruOX6etvl/Uf8s+w9rX8ZqLKGVL11dzT35KeXNUyxq7GOJdObFngUU+i7nTMyl1W0dF8+q2FAH+BkjcnrPoGDP3zpYefM8lbvxp6S1kBEf/yxHTWT/i2VSb1x82BpSfc2AL0+LiFmpk8pSNEXhp31nJtJCSK4e/ECXEMXkq8jgr8ljNhPjCY546uhoaGhoXHJU3HPukqER/RmdNIvQzr9qY6/lc1ruqd698DO7M1KREo27zOqKrN3bpnUu+fJSaF9j05qOv1QZWzPIxMPnGosvArYTlRtGLX7bzesufOJcT0gjVfLI4nfKqJhTgSRuZjOSNl+AFH5QqEhOHR30e4FPyzcs/j/Mhq3p8nRQ7MsfZv+L7Mxr9QY0H/VedD0+5Jtp2+wt+QgdIDdKa/ldMiR5xFxeVhViYQjOpOqshgwtXuyhwaG7AsBuaE5PxfYJElsykwPrvAHjL3AdlWlVlUxqjHaOv5a2hkP6DoUhSYljqmn2+bQ9USaTMQ8akQyu08Vdje35uuAoKpi9QdMT9ftd5V42jOL83aqx4d2ZKsHjlSUSZKEqtI9MGibmpfjTUd0EwdAUWgdGLTpunsce9s7szaHwvpdoWGj5NzBVfYOrAiBcgCRmToHUWEzGZEsIQHB3L10ZtbTo8pYQukYTjXmR1UVE6IRUDEwF9DJsnpw0bzj5mhMzgWO909FjxBnZwGxAueApaKsS1dZ3i6DqhYV9PX2Ddj3DAzamhBCbC9C0AWYjriHmj7L0re5zOivGOO9f+YVXiPjguJxFQHrEQJ5OiJjdizerXhcpnEbmMb/LFrpt8ZrQvG40oFPAN9JWVwGDOokTt2S3jL9b4MV+3/cM7X+nRmnh42DIWNlz8ngsRuL9cVhj8GyQn/FFRmdW202JQ0hLJ1AGC7vRZQZfFV2uvvG+7g0Xjmy061GO12fPR12fPyvgxMqI4q+0KkPtuolNR5WZaM3ru9HZOPZEaJmOyNZlM2IAEkGZtb1OF+YlNGf4TBGFJNenW6S4gFcwzOstp4nQicNaeh1Us9TLaVPrilsksImo3debPf6Wx41T7cOLkGUlOsQAlWSBaC2vSvjtOdpXxFGWbU+2FS5+f4Xpud+fOUuv0EXp81k9K3pnL97wp3uhUFQfj1cvfO+R7fNvf3A1QdNUiwKrGhSbI9/fs42dTBoDrQMOOSfdMx5dqchwzKomMKmeekme3vryYA/rkT8JrJXdA0B+OOGUIYuSkfUsv3+gcplK2yd8ZvKTllv33STLR6XXCaDWv/A+x7tfipcFNl+stTokMLBoWfyrL/SFfel+ZTKgg80pl9f0HTwBV+NfdcCm94xbDH3zCgI33tXNPTQQ9tvRKLvKV/RoSe9xQcmmIaza0oHKh/5/n3HJAmzLT2UIfmYeXvJyby8iYcLH+6oeKpIDph2+3Oi0yz92c8NF/Xsry9LW9OTbS1wRrYZLXH52yfneuNRXT6AwRBLTl4tAfjXYOncK2ydjDHL+wvZ6e64sFfUa0fxuHQIT8okSxllUp7CaGsKDQ0NDQ2NS46Ke9ZdAXyTlKoGfxFOYz1eJaTP6d+UF+vemXva5gwomVd1DwUl/WFDP4P2VsyGIHNVYGipJKxqVLU8fxd2CbU+4KTZWyX9pGHNnU+9Pkem8Sq4D7geUZJdihAlWxCejTFEnN2PEN82I5I/pgFc62g3X+tonw4cQwh0PYAkSSyrMPk34SPNSDRzqmVoU3fMrF9h8+hBle8bqLYDZaGw7tieA675DlvQPbmmRdfUkleeHFS6I9CNyLL8d1dPxqFgyGjOyxk0HnOX7sneJOeWvb/BEO42N7T8tsrePU3S6wNSJLeeSaqqZsvHpBONL0ycrEPtGqokECnpDg0O2XpOnCwymHp4MaMVSR9mui5KGDgUDBkM/YO2Zp1O8edke2tJCGSqiu/QsfJQcWGfPjfHu7xuX/WzDc3O6aA6Qln8xzhEnhzHiCjxbkU05slFZIlaEPckOXKcfUYfOUOVyL3H84nZ5fl6XfzJ8tJeK0IgnoDIrpynqtIpr882A/AiSUsRAuQuwNHcmm8wGqPBCaVdQYs5Qiyu83naM2I+T5pl/hX1cVkmIzGWjJQflli7xtJjvFx6mYnvQZw3EJmqKuJ+rmzUdmZE4sj5si41NF4RmlCp8apRPK4y4AXEB/cOYGHKaj+wRJJouUzt4qlQse7e45WhzK8ci7aAueq53mw5zTBHQu28Kb0lOSN2CCEoSIiMqGbEF6omVF7i6CROuczea77hPDh6VQyRmbcAiKkqVXGkZh1qsyRRggiqVCCzN2rc+Pm6y/IvL2ge+PqcHXagXUZRQGe1mTokdWd4uWKQ3d3vrez584CtBq/+QHapT763f+LMn1t2eiWJ5Zw9q9cPZO3w5/WlyTHFZR4yfqlzTkAvK7JBVQenWvoLd0Xy2qc4u3y9qkkBdmTrgiG7Xom7o/YDbytz696T7TafaMnZ3Hc6W9nW46SgaijWfSDH/jdK9VJGfFKWKbA/rzI4XHgH9PREJWO5apD0qhmgLWqN5OhDW7/eOWuaKvyxpanZvaZF805MGfabTr7X1uifUtJ9RfOAccska9rClvsqNhu90szuudJAUW5n7+DObM9z10SvKPP7nnkhVrpk+833m7bWlx776YmlFlneDnDyOkf7iusc7QAv9MRML/7QM32iSY63VBqHBhendW2SJTVdUTF/v27J/IGIJeO9NQef/Gx4flpE1V3vlfT/qZ1zKpazJJC3tqgu89GusqZCZyTnvZ03DkWj+rMymAOqMX1vMHvTXGvf8pTFbcBXL8T1cwEpRmTrprKMscXKcywLNDQ0NDQ0LiUq7ln3beAriOYfccSELME8ZmecoENSmQY8H8yT5ICU1j38pwl69MSzQuiAG1BVonY2IsvXo6pK5lF6dHEKgYlpHdh95eq0invWvdCw5s7IeQeh8bojO92RxGTsojFWP4fwXHQgqlxmIxI+TiGul6THYQsiTp6EEOu8ikoQYImtu/c9WQ1Vqkr+3mD2tj/2V8uqqmZFo4YGsyk2MytzeEf/gH35zr2urSCdSQiwpYV0qsppRZWXdXZlHPAHLPPbO3NOAYMhqxpo/nV1HKEzqI7ThGIWAhLsRpICCMF1UEJqtnWgP15fkubvsg5iQso6ziRJCIlHjYMAqINDtpBv2Goym6J9iYnzQkWh5WRDods3bL1SordDksBiiRRGogYHkvRE/zRuQFX1BZtxSyOi5F7Evs2AFDfQrejpNwRxSDApnEl9PE2Wdbr4sdLi3qsS59CXOLdpQGckom8tKerxeL1W75AvDYRN2VUIIfRYJGK45sSpoq2gqkFP1szMBsWdNxTvk6/irUAdIkvzLP40UD19lnVXQJKwpiz+oux0d7701THuTB/1OBfRiKiNFDsvhIjeO16D0vjfRRMqNV4VisdlAP7FSDloNcJjMiPxWDrcn/NMnn5Y+sJt1cb2Cc6uvJWdxZKDNor0pvkvNg0cuKFk5wxDvz9DFzUgvjAKSXQ8Q2TH3Q7cpnhcq2Sn+6/jdWwar4lzc+1EQP0cwodlD1DxqfZaf4E+GLjO0Tb8276J/o/mHA9NtwxGgYZDoey0v1z976xiY9CBEKilbzgPNHzTM/PQoFeJma/QPx6cmq6m/8dT1Xe/P+1fBw4usTiUtPsHqra8OOyMr7B7LIhSGBno7QhYB2587NZS557uwbzVfnO5wzsIXF1l8m3bMddu+Mj+ywf11njVsN/cmp87ULjnYFX+4Zv/GH18+0T3d4/MHpCf7jZtNF8x3Jc1IU8CpSDbG//I1XsDPz6ZF3qX7Vh4m67gxMZrHpz92eb5mwflrLdMQBjaqwp7gEBvzGQ0ycqirzgPvtAbM/slCfVfgyVytX6o+Y4JJ11f2bo8mG0Mbrzv6Kysb8za0n7vlfrYv5tdR/QBfFlVXl2MaDSuSrt2NRWmZ3Rz+p/1E0N3TDu8tPjjvicRs+FViC6JncDinf687X2K2YkC7846PTzJPDQZaHn/5uvaBiKW6RLq0Jem1V11KJR5+Be9k/L+vezfc3P14QKATd78h+fZe+eXpg0X/W3Fo/VfOLY4OvrN3NBfPWOOpc8rSTgQkwdvk51u3+jtXi+ukm/TF02YePWvnz1xymRRR5vOL2OkiVOSB8dvdBoaGhoaGq+OinvW3Y4QKUEIGyPfYwpRRc8+XZQGIGRvxZFoG6wSQwWy5I7+jYYDjTXqNTOXokoBi4fdlj7xfBU6u+eiqnrpbuCminvW3diw5s5L5jtdY0zGirWPIpq2nEZkUEYQgmUkZbkOkVAyHZHd1gZcB2yaY+27dn6we6MOVRdTqf9p95SWOdY+y3eceyfs6y44+uFd1y23pQVPTaxqsw0M2k6oqhxClInnAs0Z9mG1pS37OEiKP2CZAFIjEEZVp+tCnECUWe8AlpqG2GsaAlXG1u9iOPuoctLw/OGK6BXTJulC8oB32OozBtGb+oknxu0E9PogIeJqsT9grgaQ5bgvEtHv1enj6dvraipBLr6ysPHf/69mm+EJf/G/O7PT5VBY34iKFI6Y9hh89CAmsQOIqi4T4h5lGHDKUWZ1z2Ug6yj7TV4ycvdR4FmoNkysafXLMjaE+JgPLEYIbwUWS7S1vKSnFuC4u+iJ3v706xPvRxNCsDxstwXVmVOblgL489L6+49mDCTei/mJc7I49Y30KcbMw6HMTdMtA8lY9bfAb1755XHxSfi7q6RMmiRwIq6rZMd4gCcvpfsEjTcumkelxqvlFs7uQpaD+LIEIZzUfOfAopKP1l1Xfvc/jmcWf6RturlGtXu+NTX91IfnXJk1wxjyfSjuzdqFX1VxIb4EcmKq1DIQMz7NiKCgBzYoHteU8TowjddEH8IPcBOwRVHZ+bwv/9m+mDFTVRlKrE//WM6J4f/LbLSZZKXMKseOTTUPXo4oCV9xNOhQd/jzGoCSuMrTwNY8Q+jkDwr3KKaZ+mI1gt0+7Mu0NPgmFhUEj4WD8qBOQl6VdWr5bGuvhMjoXY64FvMLLIEVVnOgObgHy9HDZfY1ucdnTzEPvjjP0qNrPFWY2/50UVg9aWopKugPKYocjkYNPRMf+pB77UOLM05klkwK7Cejxxu3qjp8sjmmxvOiwY/XX5b5nFSSOZivU2z5Q7p7T1Vtf/5wTQ1RaRuofgBJZq5Fiu27ztG+CKDM6NfPsfaZANPxUGZ2UTwY+eFvL1etnZL6j4aJsuQIhZ7uLtn3lqoTCrAwo16dYNdFrV+5codLktSab6x80fHiXX+auGrq4XnAs1Mruq8FViCCoSpE1uruBWndxZVG75ZKo3eLSVJ6Eu9LaW/IYgMoSvPVG2RFN8faN/Mae/vGpEgJUCb7XaVpw0UAc3M9E39T+/SZTutJhhVDxtO+wqeBbwCTZKd79+htXi+ukm8rBza3N5ruvaVmWvkzD2RuUtVzzMeXI65PgN/ITvfWcR2khoaGhobGK0TxuGQJ9eujFtci4mWyjrJdFz3TRMUB+CThoacHrkFVC+UeryTFlHoJqcvexIsZbpaqEIob2d0zl2jcKiWzn5YBPxunQ9N47RxHxDGbEU1Gn0NMXA8hxKFdCJHsceAahCiXLM29CjG5XZRYdhzwShKbP5JzYuk7sxrT9RJ6o6xEFqZ1T0vTxXydYWsAYNhvqdpzsGqGJCl24EpE9mYLsLxv0BEeGLJLLe15epBaiatGY58atHg4ZQiSjbgnjCCaHIYAx3AJfegJoJMtksPar3d3tqIiyRECkQxy0htZJIku4YOoao8UjUfTT9OKojYBKIrOXre/avqho+V9IEuAfF1Jg7XE4tfPT+sxFuQP2QvyBpW5M0/fkJczGMgtG5B05YGuRKlQPkL3cCDK5PuBXbn7iRm9XBXXsblrAZnopRWnGgsnIbI+MxPnsgfR/GZz4nkhgNLi3oyU96gksX9LaVFP0peftAr/1OzFPcmKHxmRGds/+g2+t69melxlA3Ct7HR/RHa61VdwXVx0FI9LVjyuzyIaGL0TISQfH7VZMeKc9CLu+z41roPU+J9FEyo1XjGKxyUhPnwOIr4Uk2Wii4GngKA3YtxbP5jddKg/z7Dk+Tum+U/r9vXdGew2PDMwUOjs36zkGmRPzdToL15cnjPjz+/3Pt9b1PYdzwz3B1sXl3bFLCWjXlIP3KV4XDclXlvj0uMyRLC8HFgqSyzIlSKGO9vmlz/tLdylqMxTVXrKjMOxDF24a6JpSHpbemP3zkDevoCi6wee/ljuCVe+PhgLKvLWz3fMnTMc12eoKku+3zU93XK5YVbG58yTTM/4ueG9vS/OWjLszcyNHUc04dk8FDf5Uzpf2rqi5sOf65jnqZrucdjfGlfvnLUnkK6LdA/Hdbpn2icELbpYW559OOSry1QDfmNaLKIL6YJqk25Y9ep1wQ6TNXY6UpzeHck0DQxMIpq+qsMY9Bkzmptzy1HVpVtaC5Twt/p00xu7bd+bsaVrbtjHjwvrAulyZB+AQVKs8siVqiZ/VEWK/vGXi5fvdxdN7jvlqPnczF1WU16oeq85Y8V3G+aZANlsiA5ELDgqzb7qr+YfPDovt7vCZo24JYldQF7KOdcjZtfLgMW5+nD8K86DS7/iPLi0wuRLZhDG5+Z6ugGuKGw+06TqHZmNGalvXrlteCqirAyAAmMwhsiQTuUffx+s/KDsdH9Tdrp7uES4Sr7tBkTJzUKAeEzSr/106fIPXVbTPTwkHxm1+XKEn+7Hx3eUGhoaGhoar4obd9x8X+5by9ybdJLiSSyzICqQnhsuJY9Q2CN5A9tR1SWImGAXkCP1eh837D5Vb2joChJXsvSHm9ttzarDV842z2LiXQslJZYmlY56vRUV96z7YsU965xoXKq8HRHHLEMIXTMQgt4chDgURDQkVREl3gMIj8MuRAOeGYhy8D6E8FaQ2NcWRJbf8jW5xzHLyr7huKH1iN6mNxqi24EdID2tKDpvylhqgG0dnuxy37DVrvOrsfxtamXmcU5nulH0PnxDExhQhbCuR9wr+oBQ3MBA3Eg0aowPKjKecIF10LMAWTFJWZY+opIYux4IEosvND22Z3lau1pasIVyW5O6FVUNqqpsGPZbzgiBusStqKIKq6WSor6bZBlqqjr0lTUeFwsCzlA+JkQDnjhCgAwCBRLM1ofwSbA9ms6wapAcAOGI0amotCMETSui8i8/cc6uRWQQNphNkezEMLoRFWEAVRZzNLkcAGtWxMLZjG742OZXDO81FLjvkJ3uS8Y3VvG4MhDNnNYhPDpBNDBNZnmn2kaUI0TMy2Sn+9S4DVLjfxpNqNR4NaxBfDEm09c7EbNLu4Ar4wot3zm0IKizRFUJxfjzhU/vuczUJkcX2LuNrcGcQKdu8Gt7l1sDFr3cM5eS7JzAwKyMnkVNEVv0Q9knttWYhlJ9O7zARuAO4FHgKcXjOuuDX+OSIGP0Amcs7Gi4e1LeA8dqWN26NKslmuY+EMyKrOuZVqZCzoNDE2b+rq9mjl5SJwOzjoUyjk62DDqGFWNaf9zi/Y5nBqfC9rrOWNoEAF2eZPvaU22Da37Qbv7Uj9qulnWYED48y369b4b0odZFwXt6Jh1sD1leMEpKbV/cXCzJ0oKst4RKnu4p9N91cn5EJ0nRE4ojGjGrzFjUUTS7pMu591Cl68DuSjm/Dlv+XjLUum5dMGDMiCxw5Vq6YjnRjLihsTlfN/3Kxv6F1Y175k059Wyw3W7o0WcNPv+vTCXXHAyV2byBTH0k98dFu2bNs/ZsMkpKaul0ohqLyGrLKeOVE5uPgxpq700vet/33lamxKiXJDKWFjQHH7zykZP/+dr9Uz+Xd1gGXqgw+SoRs75zEMFpapDoSuy7AlG+MpiyTkpsf7LQMjwE8JaykwUp68/JmETMFLcBa2262C2IgOwy4AagZEPt+ndsqF0/OMbzXjeukm/7LPAYI93kz9By0lx625SpUx79Y/bmeJzkTd5Pga/LTrcyensNDQ0NDY1LAcXjygXW5piDh9fOf2HhkZXrc786c9vONH3kCOL7uzqaRqtiMWYaDjRJxq3HN6OqRYBVburuMdadlPXt/Vkq2GITi3pjMycslySpJJwJ2XneTSWFPcOpr2fpUvfqgqoX+D5wouKedbeN/1FrvAIyRj3OQfgs9iEEokqEwOdCCJFGxH1aBNEccSdCMJyLEOumAk8AWSn7NAH59/bV5HkUy1RJUiuAhXJQrZKiahhoQ1GfZKTjdg2qutjWRJYuxlFLH3ZdBDXNg9lfwnTFiIoQ+bIQgl+BtRNbzC5l+PIC2boBf67syHDoYnQZ+tVOcze9ESs+REwqY9DrlNKczUg0ShB2NLMkZz/tKGpz4vgA0MkqcRW1IZwmJc5JcqJ6GeDp6U+vHHIxIeeG9p6yj5+YWvKhU+bMJd0D6JSuxDmpAZboQkxNPcF+vznZCCaQ+J16D1oFFEuS2g6KghCBzxCLy8FR79dcRCbq88CKDbXr35p4r25ETLZP2FC7/jEuIRSPqwThqXnTGKuT9xptCIsvFWEtsFp2ukcnCmhovGY0j0qNV4TicRUDP0J8OagIgXKBqpK9O5D94jxrH43DGerDDRMnTalp7bi16MSJ63IaL9uTnb3pmft9+JZV6YyeNHNxLOTvnGiekLGn49CKotOkXRvNSSMSytcH+r/SOXvjyozmotnWPj/iAzwtZQhXARsVj+sy2ekOnDNAjdeLo6MXPLJ5crgkb3DHb2tfuPJb3TO3lhj8UwsMAdu9fTWhtd1T968t3LP47u5pG+/vrFbvKDiR+4d+V+ZQ3DDxZkfL09927jEUGYJzokgRCbVfRcr6WE59/USr9wZEA6enEd6XANT9bdLkuA5z28LB5od2LnZOr+7YzfW+HH/A2Hf4WNncFXOO1leE/AP7IxkTHPZgX1W5p+KfB13pkweGd5jzYyZHt9JTmu/PGPKbA97CbHvBQyeDb/92X2h7Q7q9PLe++kjPhKEpJb39hfJgsClqC56o9FvT9JnKwE159tq83SsQ/wtbZYnJH8upX+6Jmp9JORUqIki81pUzaPjKHS+QYQ9ueeD56UvD/ZbSzgdLhq9edejFO/OPXJ/sqm0nNhUhSjpGndbUEpBsRCA2FVHOE+ZcJi51tnnWHo7/aWpmT/J8RRHlGjmMeMzuBL4qO93J0mg2iJyKTVyiXCXftgQxu3teFEWSfvn/ipf9+qtFanFV+OEWt/mzzygPXhJlNBoaGhoaGufh+wjv92qgwSArkVWuIwtuKXdvW/yfd2cH4/rMjOxhtX+6LSeLiQE5zjwkSSESCxr3Nx6TxH1de7wo2xGbVAzwuApllkElYjGHo7k5Q3GzOfJ8y4n80vR9uj5diIrOZeQmXtsB/L3innXRhjV3PvK6HL3G+TiKEByTNCKyIjsQWYj9iLiuEyEgNSPEs2xE0kcWQrisQ8SAexGdxJOx3j5gfkyV2k6FHZETpwtbwhHjfABrNz32JhaHctT9ugCSPqye8JbTG8pjb9ZhMA4zhBCugsDNskpYH2TfUBXxrGOEdLZwOBoxGmNGqStuQgYyDF66ohPyZCkUlXIOGB2qiiluonu4jIAuiDGcjj7nEJ7onMpKxKR8M9Bj9DHXuR2fZ5HaQqJ8KazolJ90Tyk8Gs6aljiWZAlyDrBMr4u9OHVWS6XVEpkvVitkLe4rCDbatoTarUnRFX2AUlS1D0nKBujsyjTZbZ0wEo+Pzjg2yjKXp1kj6/wBcw6ieaiMsGfahah6MiTem3uBb22oXX9GwNxQu/4kIoa/5EhUMd6P+Bx6KSoSP73AO2Wn+5x7Qg2N/wZNqNR4pdzCyAyWhJipOv2HvuqGrYF88x/643vudtYVphtCXccOF8W7Bxt9vYtNdTY15i/Oj0b/9NlHZvT2pUVOKemBNZuu9GRt6jScskvmDy1d0CYV6ov/M1Qa64il9Q7G9V2MCFGFo8YwD/ge8OnxOGCNV8R2hBXADABFoe+RLZNzHvz2X0v0OnTfdB6YLUkYjaj6UoO/bp6116yXVH3jsMP8h32TFk9a7tu5JudYsMToN+slNR8h0m02opZON/c3D8RNunnW3iWIgGs5IshqACoiUTkUjcklxCT90K6smd/96JNN9xnLrCDVmE3RjuxM37Z4XG+NZyhRNSR1mqRI5I7CE3vXGyPOr79lX7TC6D+58uA11j9Nf7o6FNabPvSTm/fMqmjxHknLL0irxheSdXsix4w8HSzIfltmc8Zsa1/gUGaRMXjK4e0atEXc9ozTLsdgJSJ49AKbnYbQrxBejv+HmNl9HylZjB95a92iRzZPPh2J6StDLbbJH0k/UZoUKVNwIGZeU8uzRjeJ6Uv89jK2yfpwTUb/ne5Pfn6f4vm9hMg8DCS6R0qI2fmo7HQPj/HcS51XXL6tKJLU4ja/DXgH8LeLNyQNDQ0NDY3XjuJxyYgS3yQVQDyiSBvN+kjB/lv+YNzry93cp5rsP8uaPTCYa/OZnrVtAxxyz1Ar4FRhCIkZ0WklBxHf+3lRGy3eEnmZtyNvq2/Yai4p6hnKOqF4pJBuSdTKdiQpN+U1ZeDPFfesq25Yc2fXuB28xsvxK84WKtsQomSyE/jmxO9y4Bgig3EH4j5/MuJ9bUF4nT6PyCTci7jGBhH2QtL9/ZWdceQKW1qwqSdhv2j0EpUASy+zgCcBb8ZpbuQ0zyIa6yiILE0H8JAK1vSjmEwBTMBw0Xtb9LuOVXlVVbpekpSNJn2k3RSz5wbn2PuiduRoGj2hbNKdO5kXysGPLOkBxVupNtpakXURyiSVMoTwt0eO064P8b6YlVVA7f2DFWX2zGBSpAQRe+9FCJXMnt4kIfwjz8JS5pdC7SNNtiVAH+BELE2c056+9KnVFZ1hSaIaUdqdN3ofwB9mT2/43Iba9WrFPes+DJga1tzpBVhVt3o1wou/f0Pt+jdaNc80xH3+KyUH+K3icc3SKpc0LiSaUKnxSikYY1nle7JOteQZgjw8VF72s9YZe/wxY3HF/sa2539tnhn5QcWR91U2pB2hdul37y+se9RRutDUzaZsdyQ+OCEz1HjdtNnPT3/g1Fd6Zxd7FcNxUJddZusaTOw7jPhSGs0HFI/r87LTHRljncY4IzvdiuJxvRN4EcjdU1908GefemyC1RyzAkgSVhLZfyszmgwTTUMz9/bmHTtyvNR2e8XxnTmmQOkE03Azwk4ghvhMygK6P5JTnx5V5S5gG2K2zoKYsfQrKtu39RQPPfnjP8z++rZl+x9rqC797iPLhtLyAulLrz154DcvLpxhMkaHDjUW99Yb8kNWfUz+RMEhfbnRj78/zee2ZcXy08Nxa7c6eHgoe4fBHOVHd23UWeSYbX2fpS/aZ9PVO4wO06DkM0uKbqmty5mtD0/IC8eeD13uydp9omLy9UddGU7L8O4vzdipu7a4YZZOViOy0/1I4tRsVzyucuADqedLr1N0779xT9dvHllQKUlqn80SPZ+dQSdnC5UFCLE2KVhmIoLQZDlPDcI/J4oIJL8gO93HE++RSkp5eOLxwCt7hy89Ziz2ZR3eaVOUuPRqrEvejyZUamhoaGhcuqQhhI1UdINx44xvdc3Sz7b07d8VyJ1l7tUf6Pakp02f1VQ7MJx7fKAuW4qVZqcpWfYJUiR2TE23qipUB7M4Ze3HZhwm19bMgeFy9IXOfn1nR3YaYQNGIOogOsY47MC7eZnKBY1x5e+IZoofRPg9RhH+8EmSHohliMqjyYiSZSOJbtUIsTLZtTkdUcLdgIi9LUFFrt/iz8sAMooLBq7X69TdpxoL5P6p6PQ+3LkH6JVULInXToqdExEZjAOIjMpMCaJxG2EC6EBRAx6L30Iknlngf0yniyk6WTE1zisIIuJ9C+J+L9Q7Uz2ILN2MKF13B4qk9EARi1BVj6WLE45GpugizAU+7v7iXQMISx9W1a2+jxHBNskihJhbzNkdqkdOWGkga2D72cusXeCtEH8rimwJhoyPWi0RPSLz9BZEwowOkdH6U+AXG2rXqwANa+4Mk1LhtKF2/VmP32BMRiREvBrLtekIW649F2VEGm9KNKFS45XSNHpBSySt8euemTOnmgabflO8TZryzw/eKEmcetenW6Uj3zMf2vk+nX3+jyySJNFXL9miebL34XC/I7tvielyqNxkkOOn9g7mdNfEBp+bovMbWknb+cHWxVesLdy9N1MfiSNm/kaThpgZO32Rj1fjFSI73ccUj2uGqvIVnU6dUlXcPyFl9SlEUNU23TIwHzg8PavHuP3Gv85L2aYc0U0vG5EhGANqzbIybEaxIgIs86mQbUuladgpSaRt6yqOfXDrdY58y7C0qvqwMilP5wntzJCG92QqcTkrVLEv2h+qig0MV+hNP532Yu6DoZIeOUr0xbbC+CcqDvKzv0zQfX/SAsdtJw8Pt0w1q0XGuCnPGIy0x6y6CqNPzioaCBHMjX5p1UOuasdgZ0TVdXdELe3vqz4U/8jWaxdYLZEdWRnDMZM5or93sDr9CSX3VEko/LMvpxSGyE53k+Jx3Q18IfV83bbiSO1v/13bYzVFuzh/EDC6czWIbo4GROe9f8pOd2/Kui8rHlcaEJad7thLv2NvXBSPa/KPHuRqVcXX22moP7jNFti32WZ77qHMOSBRNS2wtfG4pSwek0bPnle8LgPW0NDQ0NB4ZQwjykRTfQP5Ze/kBr9imLXF77QDJyPZ6vUZ+6OPnv599abydzcUH5eyy5w7GMRi9ETtxkAsjZPeKqrjZq6wbiMM7FR0RKWwqo+G5Yj+UduVksi6w194bqZZgkkX9Ug1XhWy060qHteHERZI1yGqRJJEEXH2cYRQuRARL17P2RU3exHCZCVCxJuImOTeBCgWWbny2wX7n/p65+zWGPKE/NzBmqbWvL5oVO+I2dWBQC491m7SJFBRlDChqILVNISI242I+NQHxHOn9xjT8/1WY0HQotPhr9ytj2aUDRiG/eZINCqpCLEvjhBTJWB+1CEFEb6ZkxBl7AqwCUmSg04swTzVb/TybP3X7qobdXq+hvBUz0xZJiHuE4s5V/wHwFQQnACqCiN1TRYPFm8Fv0M0IXpm78GqLQ1r7kzaBv1oVd1qPWDaULveP+Yb9b/D7Yj7k5OIxAkZYcmWh7iGPJwrDoOItTWhUuOCIamqZtul8fIoHlcRwiPkzMzUne3zdvfHzfOut7duucraUTHv33eYVDiq18czCvQDPWm/aZQMHfGc6Idr+nNv8MxRFEk6fLxsz/CwuWbN5D31rV67XPe1mMO5zOn3LYj5bnE0xrbkZ5imW/rCn80/lobwU7EBKIrU09bjOCWhDpTkew8CfkSm3WYtzfzSQfG4LgP+iBAbexAlGFNIMb4GnkUEIlaEebcFEUC5ONub8VmEWH1EUZn4gdYlmQWGQMsnco6ffvhkjfyTI7WX1aT3PxFRdJk+A0MTqzsKTz1W3iQfM0/SyWqgY45slKxKU4ltKG/JjBOWpni63SjF035etLN/9eemn866Li106N/Vi6aaTu3/9vd3WfyqbqAnZpFqzEMWi6xcCahhRT6w1Z/vuX+g6jJgbyQqT+14suhA7qQBKdxl1kW7TOaMWDQws7Cba2pPPjZryea7R50PGfgy8KXE8QKod/916c9butKf+/lnHvsWibL5FOLADxACbRoiKHhIdrr3vtb35X8FxeN6N3Df6OVP/yNz07rPlC7/+h8aD1ZMCeZ/4hpXt29QPz1lk+3PKA8uHr+RamhoaGhovDoUj+sPCMsYAI4EM46s65k2FREH5AJ7VJVlp++e2B83SSep9Xn69WnVjn1Sk3lQmjdciNtbLYWAEp1f7c/fgxLKxBt2oDcPYgtnMGgcQDZ7kRSQB6aQH86RkjFIDKhHlLkGEBPIzcC/G9bcmToxqvE6onhcVuAXCIuhPQhxsg+RzZbEi/CvzEbE2WZEHL6Vs0vImxHX1gKEINURU6UFDw+W7fhPX5lv7+HK2khEr6S1Ux9wYpMCZNg7OOJ4rsUoh2Om6JwKmZGKnxhCLFQKbmvBWuGPIXzaJVWlVJI4oaoYvT6zWn+yWI5EjcuBNFBfAOwgRRGeiEOAOzFmGRE7xxAT+Abg8oY1d56VCbyqbvU0xL3HnJTFBxGVNBLwHc7NrDzS8OOah9WoPCnxmjuBv2196K43fR8ExeNqRYi8qbQhRN/TiGttM+I+3ZSyzXLZ6d6MhsYFQhMqNV4xise1DvgsQJ0/Z/+v+ybNytaF6u4u3F0rSfCflsrdQ1FjyJodkHYFcn3dMct1My19m25Jby59wec8lq0Lx3rjJv1N6a0zs/URK5D5zQ+Uv3Aouyhy75f3zflTf9XBI7qMK/L1gR0/KNy7EOh9fLtr/1+fnTmxtSu9ZPnMxv3f+sCzUyWJ44gUcxAdwRXgn8DfZac7/nqcG40RFI9rEonZ+gR1iI53MqIEuQcxo3umdNcX1z12IJiTvySta54kEQN2I2aFtwGLDwQyHr2nd+pNKpJ0vaP1idsymmpPDGXW3/z0yqIPTdt7+rA5bbn/lP1pXVrM8Z2aXZJdjgU++7MbbI0z9TFH4bAhM2M43WqKevP1Ae+nco+Fs/Xh6/WSqvvo2rdsOdqYv3TNrVs3T6j19M229q+QJOiKmvf2x03q2u5pVQpSAahukKYB3BJve6p5r5Paya1Fs10dEw16JZmZ/pDsdN96nnNiR3yx64DDstPdk1iuB25OHKuKCPaekp3u5gvxXvyvoXhcKxH/62ehqijffH/54cbj5tCGnfXz43HUH3y8bPPmRzOWJzb51DPKg/eM72g1NDQ0NDReOYrHVYkQCO2KivKJtoXHg6rehSg1dSEmMp/t7bJldw1k+stLu/OtlnBZw7qaWFySd/bOQopbpWHAklGvmq1dLI8Z6eqeT7tpkO6wgwXOnRjkOGkkSmODOTw5MEXKR5R7SojGLXFE3AYiLukBtgC/blhzZ9M4nhKN86B4XP8EViYeBhCVb5MTjzcx0k8gyWlE1uVSROn3AOJ9LQF64ip93rghL1MfLYqqUuOHWhf3q6pUfeBIeUOo2xKI6ZAkA5l5u+gxnPBEDYeaJ4XfUtuFJHkRAmIfqPmyOe53zBwMZS/vyUIkGzQiMvEUYGsgqM+wmGML2zuznvd0Z5qrKzqzTjU6+wNBczLmX4KwNgogRMpKzvaHdDWsufOcJjSr6lZLiCSIEoToeiTpDbmqbnUVcCtCVPUgkiOe21C7XrtnHAPF43IzdiOdPYjPhSZENdwpRHVuOeLzpEJ2useyk9DQeE1oQqXGKyYhqvwsoOje+8m2BUMg6X5ctMuYrosmy1R2ImblGIgZez/bUWv7bO7RU9MsA1OBnc/78vjnYGXgc3mHdeXGYfm3rVN8P96yYEXpqY6dT37lycqf9k7qHYib++ZZe4M3p7csUxTJf+WnVhcqqizNm9h2ZO0nnqiQJKKIGZ2kyNUOFCX+3gTc+AZtEPI/g+JxXYPwSUxlO8Kc+TCiXCBp9g2wrTNqlr/cOW/+jwt37s/UR+cAzyACDgeiBCM/ruJ/oLvyQMxnsryz8pjL3ZG181vDM2a0d2XWDzRnWMuiXnO41zhUcFtrxUSDt2FZ/0Da1zbPMpgWxIedeUNXTjB4H/9awcEbGCkvz4pE5eiNn1/VGI9L9md++odsWRaZn/f0TDq4P5gTBBYssnY9847Mhto17QtsIOm+kHfo+ETzUCxxPKn8TXa633nBT+irJNEs562IoCwXONUTtKzPn3DwDZ+RqXhcuYhgyDh6XTxO97vnTgr9cVt9ntmqmgGeuD+r7hdfLh6Mx6SbnlEe1HxtNTQ0NDQuaRSPayHw0B/7qt2b/c7liMylVMEptdnelphXb27+dfW8sIMTfbOkGmLqzrRO/KEsIo4G4r5yCmJ2KQM4jaqm6UKU5+7mkKxiBZYPVbDdXyItQoiTexHi0hZGPBBT/w4C72hYc+ejF/McaLw8ise1D5iVssiLEOgGEJlu24HFKev6GLEPuhaRtehBNKp8Zo8/S/fLvsnLc3ThPfn6oP9oODMTCKkqw51dmdGm1tyczB26DGOQRoQ4lQ+0xA3EJYVcOU5R3KB2FX+0Ic9qiZQi7smSk8XbEbF/6rW8DzGB3xKJyPFd+ybaEfcGyxBds+eT0qwzhfKGNXe+7pP5FfesKwE+gjiGIKIK7I8Na+4MvuQT3wAoHtcvgY+dZ3WyU3zyvfUiMrG/KjvdT1/ssWm8uXg1zQg03uTITndMdro/fm9fzTUqUuQLeYcGU0RKELNlAGTqIzlTzIPbJ5kHkz43kaiqCwVV/eW7AzkGYP5pndVVaOx5QX1goOzW7y3ffzScPTuqyPkP7JtetfThd5389C9vOKaospTlCPSu/cQTJYnGLEcZuW6bGREpQXxo/vgingKNV0YmIijZhMimbEF8kXfDGeN2GyJgOQrUtkRsEaDtCW9xADGLmouYDd6J8Lxx6CQKctSo9M19S6bU/nuV7ZsvLrPE2sw9RQX9TCru9KW3yiyY1Rrft8+FodNA/X+isuXBlrgzb+hKUPsao/ZrT4Qc9Qjx8yiA0aAYfrrmMWnpjOYTSZFSVQkfC2W6SJQzrLB3ltl1sXQDShOAKjIfpyFmflN5/oKfyVeJ4nEZEBmHDwPvBK4CPvqb5qnfWVW3+h+r6lYvT8w6vyFJZKL+YKx1Oh15P994suefv8k9449z/bv7c55oOfROTaTU0NDQ0HgjIDvdO4Cabf68k4g4I1WkPMXZjfZKfccdIQCjj0oU9bRzO7MdDVwRtzB9uAxrRj1ZUkTtMXarGUBe3CIVRR0owGRF4j/+ojNec9sY8YavTHkNQ8rfFuBvFfesSx2DxjiTsBXqQ8TRWxECn4wo90420okjsnMbgBOAE1HOm4nIjPMj7pueAxY8PVxcCJKuN26edDScmY0QCOOSRLQgf0A3bVJLUMmOn47LSCqYVRgOZhHvncVMVUcVUBIokAJHT5R0JIY5D5FoAEKk3JJYlsSX+O2Px/VdiM7Ro3tn2Em5t0wcS8trO2sXjop71l2NOOdfRoi+twCfAJ6ouGfdJyruWZf1Us9/A/A9hF/uWCzmbP3IAfxREyk1LgaaUKnxqvnstEe23124e7HL7E1t2hEEZqZu96ncoza9pOoAfHF9zqNDZSXpcnjv6bDN98n2BaGOE4aWzN93Z+tnFTX6HiHPW697JC0eb/xyza5+4ybT1NPN2bGYiZ03LKk/KEmkqyrxZ7wFw6pKMlV/rC+r9ykeV/pFOXCNV8q1iKBkOSLoLUV4y2QAk3uClt2f2Xl5zx9OTJMavI4OwHAwmGUDPA0RhxMhQBsQIrQFEUyhqkQ3xp2zl8w/nmvJCOzsqUCaN7U1YNbFZ61wdmb95esPVH37qi22Pbf8oZHiUOF98xeG5S9n977D0vTsr4u2h77t3Nd6MJjVpKr4EF+0pwAmT+ip/uodz+cnBz8QNx4KqzoLEAc1PMHoqwLI0oe7AaKqnLz+yhGZmSA6m5/jnfg68FXgbakLgjG9+7CabkcEqX8GnltVtzr39RjcBeJbiK6W55DjjM2pnh4cThQKPAsslp3uvnEcm4aGhoaGxn+F7HT74sgfAh4Ztap91OOygR3ZuQCSij77IKdklYa4maeRpWDUzorBiQSzjjJkCBKwNnPM3K0+rw9iAk7JKhOMQ2xENM2oBpCD6g4pqvYk9q8imq6kYgU+cAEPV+PVUw1ciRCxlyDESRvivt6ByFY0IuLnRoRAmCyXTpZhdyYeXxZVpdaTYUfyfT6AECn7ERYEpa3tOXJbZ1aov1J/Xd9sUPXYDJcP9Gdd0SWVTfQ05iz07Ei7vfMJXznzQiGj0u7J2KaKjN3UxqfJLt9JChO/DYNea7I7dk7id9JPsgJRBp7k8ynNbV4XKu5ZVwA8SKKHQgodiCZAtwFNFfesu328x3ahkJ3udkRDnbF6QOgRvqi7EdmU75ad7t+M4/A03kRoQqXGayK3+HAnosz764jU/B2MNAsBwJAQKYGwXRfz/7JkZ+VPi+vmvCeroWayeXBnwb9648Ntsk9xpNkUvRqtHyhPPx2xX/3xu9+SM72ya1PMTkn3AmnB2sAs8ye+MPOF9y+ZuHXDgQn2h4fKdqoqcVU9a5Y3iR7RxU7j9WP0lzcIkfI44M80BcuvLGyWnmqr4O5D8zNUlfiBYHYNEGyI2KvjquRAlK6ACJYqABoi9p0DcVOeJEHVBM/VtjZFaY7YatCr3ZdPOJ0LHFNV5gX9Bl2BKdBePKEvcsI34ZpPvHDd3GDMcKrYGCh/e2bTtZKEDpE50IgIyN6n06lnRMZdgdxkx22dUVKadJL4nCwzDkcA+uOmZFlHEeK6fxG4Rna6k4HW60LCB/PO0ct/fGxOp9UaLkZ83pcCK4BHVtWtfkN+/id8aN+JyBA4h3mX+4qaTpiWA1fLTrdnXAenoaGhoaFxAdhQu17dULt+LXAZ8B8SHnDnbKjIySqJPSYvlwETdSGutnjUJsdptisGQpF05PRGVc44HNBnHcehi2BBiA0DchQjooKlBTilCxPO3U2hFFOPI7LGMsYY3mjrG43xZaw4G0S5dDKjsRQhNBchyr0HEMLSBESTm6mJ7XRPeYtaEw3CQ4wI0zmAT5aIOfMGzKWFvWmAN5YmLRtcER0um+cpKazoTysqGNBnLRi4yZoZNiKhB2lRQ1Ph4h27a443t+bGY3F5J7Ae+BTiGiYxxqQHYnTIm5Y8nnKEOJZ6P1mCEE3f17Dmzode5Xm6GHyKsxt/giij1yMSLSYgMkH/UnHPuivGeWwXjESG5F3nWV0C/BXhSfmX8RuVxpuN0SnWGhqvGNnp9iOym76leFw24POIboXJTmFRYBgxi3cm3b/YGCj/WE598OFp2d2nnzYWz2ZL9/6lVV5vu17pLk7frs71+3cdKMr0lat9QGNckaYePpFx1NzUH7d+x2984vfF+QeDmZt1klpyV96RI2lyfOrZIztTTqDx+nCIEYPvVBYDx/Qy5TeUns69ofQ0gZjOPxg3bg6q+hVABki4w47Tk8xDSQ9CB9CsquT+pndilYzSXmXynS7uiUZ/9+LEy9SQ/kDO8u4Suxw9Dli2HS6t++qfr5hS/smTtlhMf1BRZHe2KRDKNIXVQEz//J4epy6mysQUmYiii99cu/GMv4/icblVlS8+5yusSiwy5+pDvSSE74mmIXNdII+BmLELUX5yEPgl8LzsdF8KZr+zGDVZEFXklq3hXJzSUBNn2yQsAq4DHh+/4V04ZKe7T/G4FgHfRoiWGUAvcJ8s8/XKyw5rnwEaGhoaGm94NtSu30TCF25V3eoVwP9DVKyIezhJDSBscuYml0lA5gmuBPZ5y4mZ+omhqGbZGzDpTnR0RaeWpMl9wzujFdmTQzkUAUdRVRmwRTOkiYpJPZJ9AGPvXGoSr72Is0vAte/Y15cTCLFxtF+3GZEUkBTIklmLWxHi5imEFdNEhMVSM1CWqYtkJ7bbhWjuuBeRjakHyozGeE80pjtZ6Ox90WEPFuZk+UyI0vMliOqVDoc9GJ06seWApzujL67IFkkCf9BES1vuL7fc9r37AVbVrZ6H6MBdnDK2kNdnScanRkQSgQy0Ijw0HwN+1rDmzqH/6oxdOJaOsawLcTxdCBEPxL/hNxGl9W9IZKf7J4rH1QR8BXHdKAhrr6/KTveLr+PQNN4kaEKlxgUh0cDma8DXFI8rE/GF2AHcBPxrjKdMmnOZ79RbVvfZdDoqv7G+YtNRvWzSbSwY9laQJpcHywt/fHSg6btzT+oHwxkTs/oHmRY2z5jr836s9KDzSx1zTK1Ra9Wn2hbEP517dPNUy2DSw6eD82RaaYwbfwS+yNklHiBmdl2pC6z6eNrpoD0L8eVXBfC0ryh9knloAsJfRwKe9Sn6I++znchxRvxZKFKalI9ctNLzzIam+cYfZuytzjWGrgaeXjytxbTw6sb9nymoM/z44Hz9Xuj45KQ9tiP9OYGPbLumRkUamJbZ7V/qbDMvzm+rUjyu7GRpsOx0PwQ81Ne6uiAxzoElaV0GEsH/dEv/LgaoXznx2Uu1WdM5GZK/q5/RkpszlImYMKgatXoZb1ChEkB2uvuBjyse1ycQ11rwEhGMNTQ0NDQ0Ljgbate/ALywqm61AWHn4lUjumFEdchY93SFuQc4YfBzHTo5hsng1rf1DSlZtmEkiuSw2pN+UnIPudRrUDnucFPnncj83jmSDtRsRFbdcoT45WBkwvMNK778LyA73cOKx7UB+OAYq8e6DpYgkgiS1Uq5CMuifqBshqUfPcpfnXq/3ROz7omhMyPu4wYQ3pL6NGvkhsry7lZEyXhv4nUaEKXkp4CqzAz/cGaGvzyxXgGygSnJQWyoXe8BPpC4fqcDVkWhOxwxTEZk+LYjhLDOhjV3jlV2fCkwOtZuQdyrdDIiviZZWHHPOkPDmjvfsJ2wZaf7X8C/FI/LBChaV2+N8UQTKjUuOLLTPUDiy1DxuJ5EiIejP7wpc0XSEF3jMJpjqrGPAX1ILZ3o8jS8N7Bn//evmW13FgxECowduiZbTkw93DejfsqEY7U98cPfKdi77HTYUb/Z7+z6bd/EjMnmgd0fzHY79ZL6TdnpvlS/3N4UyE53q+Jx3QH8hbM/YzoYybY9wxTz4AyzFNsSUvVLAQ4FsybGVGmjXlIfRQTD6Q5dbOfkdO/uUICKA1sdrc+HC9rd03IKDVW+rGx7UFJVvDGY+Nvjs44+MOha9nl1h/KOivqGYwO5wysr3GpPxBzefMNfymX5LIN4EDOffQCKxzUDWPLHUgoRwdIjstPdgZhZJhfYcM7oLyn2A2ESTYDiiuT5jXuGa/as04cQ5TSjeUOWfo8mIU4GXu9xaGhoaGhojAcbatdHERln8BAsWbl2A3D3GJs6DH6WJP7Wy11D7cErp2cZjrTEJUXpUm0We5qUnmsaYN9gDb3eiVIWIlbT1VS2D2Sk+/t6+tJPdvWkx/wBswmkrYhmLH8fh8PUeGk+h+gNMG/U8tFZlkkGOLvq5hSiqc53bLrYCzHkf/bGLZV35R2RHbpo2t5AduO/h0qzY+hMiNgSRIlzJiLD9iBQk68PPGUkHmmLpUkyamYc3WhP06PJPxSPywFc/cdSJicWbQfc8oL1b6QEkx0I67MkLYjzI3NuQoCU+HnD83rbW2m8OZFUVUtA0bi4KB7XZcATiKyn0wiPkgJGTJIn3/v4nLq/bJw18yeffGJgdk3H5P+bPnl//EtZMdsiyXCZrXPw7aaGGSv/ccXuk/YJ0w2ykvPC9X/d7LQGShEzcIaAoht+oqf0if+3+cpfxVV5yyU8E/emQfG4pgGfBuYgfG+eRsz+OlM3A36xO5Bz1696J1UhfF1ObKhdP5Syn18DH0k8bEHM1M7+fV/1EweDWWlBRb/YICnht6Y3H3JJ/pL/t2fZqb+u+M9liFKXOcCBz7XNS7fqoubP5R0ZsulisxDZmlu3Ded6f98/cQ6olvUlWzPls8OJELBGdrp/d4FPzUVD8bh+AHwB4P5Tkzf9ommabpKro5CxfK1g5Yba9Q+P6wA1NDQ0NDQ0LihLVq41IHwsr0GU7B5CCCTTEJleg0AV0VgHBn0vwornMCLOqVV0vNhdyyzFKO1ACFEL83MHtroqO22ICeYcVQXfsOVoPC5tyMwI/HlD7fqu0ePQGF8SWW4fAd6KyH49gRAkRzc7ciOaozQhvCEHgJPJKpRVdavLEusAVXGZvFs/lXt0dnfUUv+rvomBnphFQmRAdiEqjrYAk/Qow78u2V4cUeWtx0IZwZmW/qv/1F+9ZZs/bw5I9sR4or8u3tZjlpX5QB3CczWVzcBK2enuvVDn5WKS6Hh/BHG/4kFkjT4N3DDG5nsa1tw5WkjW0NB4hWhCpca4oHhcK4DfM7ZgMrTub4u3vufaA/PyMv153/lg2aYtj2csX/pAdMt+eYJSpgaZIvUGtxanXxuLST6pw/rCHxY+dZNep0qIrsvN+/vyTrzzhZuvjio6PaIE5raGNXeeGr8j1HglKB6XFfFlXg10A0/LTvdY3dtTn3OElNIRgIaOjI3bm4qV6uwBy6/NFXMlCYdNjh78efHOieG4/IxJp9ja/DZ51aYbrHNzPOplxU19VxS0XG6UVCMiC6EfmLG+r3rTVr9zOcAPC3Z35BlC52T+AtfLTvfGC3D4Fx3F49IDv1JUVs781/vMpeVdx3JzfHPH2LQFqN5Quz4yzkPU0NDQ0NDQuMAkxMo/AreSqKwYxWZE1tcSRAxgRAhJcUWiuruWY4pZygHmgPLkjCnNBQ57cEbiub2IDDwHosN0GOFbt25D7XrtRvISI1EhtALhK7ofeFF2umPn235V3ep3AfenLpNQexdZOvfvDeURUvUKQgQHIdL5bXIk+M7MhsDCtB4jovw7isgoTI+qUvTeXtdze4J5V8qo8u9LtsYlCQNC4BzL43ETsOKNYt9Tcc+6pYjO3ycQ/xMzz7PpHQ1r7twwXuPS0PhfQyv91hgvbIwtUgKk33n7tmIg7wcfL9205fH0xVe/o3/TZxe3Lg+rJ47f+ue39pRYwlZ7aWR/847CgM4Wy/h214xjn847FsrUR+YMhE3+d71w81UJkRLEF8azFfesm3EJmS9rALLTHUB8ub8aUj+n4sBWqymq/PKRRRkRB3H7nIHdk6a25c+x9A6qKiGTTrkCOFZkHZ5TavNteqhp4vJ0Y3jHdYXNRkSJ8CESM58nw+lngvm+uGnwPELl14BxFSor7lknIWZplYY1d/a/iqfGZaf7Q9/eeMfvZFN8dW6O78NjbBMCVmkipYaGhoaGxv8GWx+6K7pk5dqZjC1SgvClPoKwtjEgsixdQIGksk8xUpFYdgrkOYePlw1PKO16oSB/YI4kkYkQNpMluyZEqbkP+O1FOiSN14jsdB9ElGa/UnSjHterSC3bgoU6RAxuAl5AVMalAyEVKWthWs9lCNE7PfHTDqQbJPXA/mDOJEA/wehzS9IZf/rzXZvLEz8vvoox/9esqlttQsTaPQk7hZdF8bikU29na9UDH3YhqsTeeZ5NHwHuuyAD1dB4k6JlVGqMC4rHdT0v07jjl/+v6Kkn/5ZV+YO/n45PqQ3UJJd/5aHl/7mhpiEt5FCDX//hdTck7T4kXTx8xbzTu/5jL50+ELFkpO5LlpXQwrknTsmyegT49oba9ccu/FFpjAeKx/UnYBWiLCUITIrGpaeOD+VYt3cVyndUHykw6+PFiPKmMqAekTG5KKrI8bsPzX/+2uJTJbNzejoRM58ZQGVElSIfbl0cACkD4I4s9+7ltq6xSjQUwJ4QWS8qCYHy3QhxtAogL2fw0ZqqjkHgSWDjhtr1g2cNTnj+fA0RLBUgMkb/7I/rf/iJ9oU3I8rvZyE6RD4HfGVD7fpXE8BqaGhoaGhoXOIsWbn2IKJE93xsRpRytyIyK3UAisxmz1JJQWRcGhCdnwEwGKLtU2ta6m228BVj7O8FhEC1Hvjthtr18QtyIBrjyqq61TWI2FlFXCOLQR26M+fQke0Bp39HIH8yQoRErGMnsOBHhXWdufpwASK2dCDs3JsA653t86T+uHneh7PrNy1I61meeO5RRlVIpfBN2en+xsU4vtGsqltdDKwDbkFc7wHgUUTTqEeBg6MzhRWP61pEFvF8RDXfJuA7VQ98uBX4OvAWIAuRefwbRKfy82axamhovDyaUKkxLigeVxZCSDqfyTPPPpj5yLKbBq83mtXR27QApXFFaq87Vtx3uj17+KEXp5j6vNbZgXxp8+BEafnofVWWd24udA4kO4EHgRsS3RI13mAoHtcU4OfAbEQgpUdkzR5BZAf6gCuBZwBHVJH69wZzzDMs/fkWOe5CCHQWRFCxBFGyZPjPUMnuh4fKFydf52p725bbMxvHKkkBqJWd7t0X5QATKB7XdEXld4v+8x59b8g6O7l86sTmzZkZ/uS1nAyO/gXc/8fSLSBKaaaNscsG4HLZ6W5eVbdaBlStREtDQ0NDQ+N/kyUr194DfPIlNmkDhhglFkVsbO2dIy0ByM8ZeDorczjP05MxNDBomwzoFtfW22VZNYzaVyjxk5F4/C/gNk2sfGOyqm71vYgmMelAIzBdRg1Z5NhBv2IwAJdLqB6jpPSHVbkjXY5mfibvyGCZ0X8lIi5dDuxGTO6H7umZxIFg9vLflWz16KQz3vQezvapT+VfstP9tot8jHrgm8AVCMExyQDCmzVJM0KwvH9D7fo6xeP6KPCr8+z2C7LT/SOAinvWyVqPBA2NC4cmVGqMG4rH9V3gy+dZ3QPchPiySy0NSJ192wOc8dvr7LN5Ln/yHf6oQTe6kzML5pw4aDDEZ6Qs6gQmpTZp0XjjoHhcnwc+jyjROLMYOKqoDMgSyxBm1pfv8ue88MvuKSVTpcGTny8/6EQE0l6gCHGdWYGMr3bO7m2Lpi1BzKAOTDf3+T+Td+zaMV7+FPAD2elefxGPz4UwGU8/PpjVeNPTt5aApAdYOLf+iF6vTB3jaV2fyT3y+HTLwPtfYtdbgWVvFN8fDQ0NDQ0NjdfGkpVrSxD2Nhnn2eT/AZMQlRtn6J/CwVCONEOvjx1aMMc9TZJE6ZKiEB/2W5512IPXjLGvfYgJ5FTWbKhd//P/6iA0XhdW1a3OBp5llN+ijLJdQV4E9FilmPcXxTuKO2OWrkxdpNcix4OJzfoQ8bkXUfZmGIgZsxsjtoHZ1v4VCE/6ekT24nQgbdTLBxDZuW99KS/N/5ZVdat/D6xOPNzJSPfu3ZzbPR2ANDn6218U73wfL5Fog4izt1ywgWpoaAAixV9DY7z4GvATRGlBKqeBq2WnexcieAqlrEt2gdtCikgJUJA9rCt7/ESTfWf3Jt1QZG9yuSwrIb0+PmnUaxQgZtE03pgc4myR8jDQOhQzRL/cObfyWV/BC6rKouPDGS9s7S2SduyuyflAwYn8xLYhRHlTOnAVomxlSoXRG0VkY04FpnREraM9enYhhPIq4EMX79AA+H5ifEzK6J8wJ7trh1isotMp1ed5Tn5dIPcckX4US3jpMjANDQ0NDQ2N/wG2PnRXK6LpSfOoVQrwg8TPJxCTmACo4AtlMRVU38ypjdlJkRJAltE57MEosB0Rh3en7NM3xhC+s6pudcGFORqN8WRD7fq+s5eogavtbVt+W7xtfqYu9CSQEVD16X8fmPB8gT7YaJHjEcR1lYzN4whbgSzgikx9ZOZsa/8yxGR/LiL2zkVkaybxIErNFYR3/DIuEqvqVs9jRKQEKEFUKYEQSsfEr+hvV9WXFCkBPv5fDk9DQ2MMNKFSY9yQne647HR/FqhECD+fA24EJslO94HENv9EZFCuQ8xwORAB15xRu4sBnt9/u67G+eDpmvKv75tjPTqwCSAny3tEksb8UvnkqrrVsy7CoWlcfJ5FXAcBRFAzFShrith0XTFL33O9xb4Pbb224VNHl5uOSvYZz7z1r0eyTKEBxGecCchWVYpjUZpVlWHAjZjZrUMESll9cbNLURmIKVIDIiifz0g270zF4zpT9qR4XAWKx3WN4nFdqXhc6f/NgSkelwxcn7rs23M3lwLodIpPks5rPs7uQI7y0GDZtq6oeaeqcr5s4dGivYaGhoaGhsb/IFsfuqsOqEHE13cBHwYqtz5015e2PnSXsvWhu4YQHaHfCzwes7IZWdKVFfccspijRaN2V5fYTwzRrVlC2CkBjNV80IGI3zXemPwewCZHD3yvYG/f7ZmNS/UyOqscsxQZ/Lv1xPc/PVy8HJjVGzP5eqPGwBPe4p77+iuzGKla8gEDcZWOkCLXIbItmxBCZiWiwm0AkdFoR4iTtsTrn8lqVDwug+JxzVc8rhsVj2uy4nGdEdBfIzeMelwEJJNcXkIPkRwBRbcHUfHnPs9GWpytoXER0Eq/NS5pFI8rF1Gq8qlRq7YhZudoOWV0372mTD5eb3c2fWdO78IF7oBer0weva8EO4DFmlffG49EQ6bfAwWegLXnnqNzj/+zqaa6urKjIzvTN3n77on+mtyeQ/9a/u/FRlkxIYy/ixBZAEsjYZ66xTVt0kPHD4fMVlxf65y1bTBuiN2W0WytMQ0V9fqsp29+9tbSmdnd4X9e8YhrjCG8HTAjLApuS1m+D5F5+WXZ6W57DcdlBfxnLVM5teDR9w5bsgLBirKuhed5KlPMA5vemt5c8Li3pPNEyJE3w9IfuCm9NVKgD06TpDOB3/Wy0z2uXcs1NDQ0NDQ0Ln0q7lkn2W2Ba2ZMaXpAkrCnrDoOlJIo051t6X1yXzD7WpA2I2Kh2pfY7YoNtetfvGiD1rgorKpbbbg1o/H+6+1tb5ck4ojqpTiiEm7u7/pcm7b785dXGL2HGiKO6STi62xdyLO2aLcTcc20Pe0tsP1tsHJhkSHQ9J2CfeXA84jKthJgGCFcGjg3CeXvwD8RmZffBPJS1v0beAD422uxM1pVt/pnwJpRizcC1zFyvzAmFik6cLm98/gyW5cuRxfKkSXaEEJ9suJpi+x0X7RsUA2NNyv613sAGhovhex09yge12cR2XR3Ib4YNpNSHlBaFRn43E9b4h+8bGJV+df2KrqnrBKcd+JtIeKLcc9FHrrGhWfjJ7ZfteXFztJZobi+GhHIcOJUkWFiVfuB6ZObQjMdvSadpLSTyLhFBB7DwLM6HdV6gxp8/KmCJts8U+eJNie1Za3+pbYuMxC/r20qIJXVD2afUlXikkRqKfg+RIAEMLpjdgB4D3C14nEtkp3uhld5XMGIKh+RUK0qkoqKElHl1pr0PjVgUWJTzf2boqosnQinzwHpLF8fqxSjyuRzfSr3mAugNZJ24qHB8sagIu99Z2ZjsNgYsCBmrTU0NDQ0NDQ0zqJhzZ0q8OSqutULgB8DVyOEpHxSvAQ/klM/8f91zunoiVmWIfwEX4pPAi9elAFrXDQ21K6PKh7XQ0A5IktwZsrqrVemtavb/Xn7GyKOAOK+TAViMqqvNWI9HVF1wxOMPttUy2BRddD74kxznw5xLcmI8m4Z4fUYRzS2TCWOsCp6ByLTMVWkbEF01X4LMBFhJfZqaUz8KIxYkJkR9wrtiBL1PM7JjlTDQdWQ+bi3dNHj3lKMUjy4wtbZON/a0zkQMzbEkI0qPHXejAINDY3XjCZUalzyyE63AvxE8bh+BlyO6O6cSrivW1Tl6gJxR/Cp6H7rjcayl9jlNDSh8g2H7HSrT7atS2NkBhNQo5np/qNpaSHFaomsaCQNb9zYk6mP5AIu4DlE0K1r77XvaFo1e/ALEfO1bJckgElG72YKROe/xc724V/XzyEU19tb/fa6UpsvGXf0IWaBkwym/B1gJJDLR3QnH11e8pK8r2WplBhrql1B9S+XPr3fJkdVFWbqJOT6oGPzD3tmqIiOiT4g2haxZCJKs+xAUYnRX/PJ3OM1o14iHVFmo6GhoaGhoaFxDhtq1x8Drl1VtzoX+B1CFDqDHjVrOG5IlsguA6KIrLixmHbRBqpxsWnn3GzZY4DpvsGqPJBciISRssRPR0/c0vU1z5wlACV6X903Cw5Yv5x/6LLEc7s5W3Q8gaiIexFRTZQUw7ciOoeDuH6CgCXxuBGR3QvwVcXjejhpGfYqyAImjFrmQ8TUvYljjiGyPx0yavp0S3/HrelN5X8dmHD0WDirEMiKqLqip3zFVz7lK07dz8mFL+cYr6Gh8arRPCo1zkLxuLIUj+u7ise1T/G43IrH9U/F41r6eo8LzgiWz5FiAg6gxFHu/UbhGSHJHosEQfW+xK5eap3Gpc3TI3+qanlJ9+6pk1qWxxtNyuDuzM2qQmuGLpKb3GLbcK5lMG44qKpE//nidFkvm7NEsq2qlKR5d3UHrWcaN83I6pkAqgLkX/7E7QvvOzn5aURZy14S2ZsJsoD9ib/3MeKtA3C94nGlNv15JUiMMWl0KJjp7YxZQh9qXdy50Vv03L39EycigjgHQhxd2Bm3TW+OpOUgZoAd59n/WIb3GhoaGhoaGq8DS1auvWHJyrX/WbJy7cklK9fuWrJy7ZeXrFw7uhPy68KG2vU9wL2py0xSPNASTTscVPWJeEcdMkrxxjGenkSLs9+47OHsye0jiAzL3Ovtbf0F+sD2UT1RMxCCox841Bqzz4khDasq8agqNfXGTE2qSlfK9smY9DKgH+FBv4ezGz8aEVm7YUSm5cRRY3znaziusZKz8oBWxGT/9sTP5cDcm9Nbuj+Ve2x5kTFQdntmYwYi7i4FRjfeBO1619C4KGhCpcYZFI+rDCG8fBmYhchcWwlsTpRfv+4kfEneiygDAOCfv8kNNhyzTAA1fv17ejf/7pP7r/1V8Q7dfGv3JgPK6DLcEFo5yhuZPwEdoIaqJnTuLi3qrX6ro2nbx/Lqs/xbs/M67qnMBGKqCv8YmLDl9/01tZ9pnz/7vfff+NS/tkyZZOuNV++6+c9DL1z/t10v3PC3+b9a/MyZRjgWfcxr00ePARhkpfmKouYZCPP4nFFjcAIzEMbaxZzL+fxRx2RD7fqkD1CSIDC4vr+m6BudsyMKctEDgxXmgbgpOSPdTkrA9bi3pPUldr9Tdrr7XmK9hoaGhoaGxjixZOXa7wGPIZrUVCEyub4L7Fqycm3eSz13vNhQu/4J4IfJx1Y51nNPz+QqALMUO/6jwt3h35Zsd30i59iBXH1wF6ijy3ifGM/xalw4ZKc7DNydeLgHqEBYHgXnpvWFv1e4d+Ek06CSWN+JuB+7BuhAiHi6r3fOPvHh1sXxu9prBz/XUVsbQ0p21Y4g7sOSvpengSuBucDJUUNJR5SNP4+oWErltWTspto2xRDiooTI+CxDWIstA0iTo4ducrQsTm5cZAhMM6BEXmLfj7+G8WhoaLwMWum3BgCr6lbr/1DCnySJ85VMr1M8rm2y071rXAc2BrLT3ah4XDOBz8SiXPfH7xfMkmS15+vrmzoWXuNdBmCR4mkfyTmxXFVPsGnYWXffQFWpguQEvrqhdr0m3LxBaVhzp3f3kaUPyLKy2GyNeMuMPr9VVhYzG+ZNbPO+9zu3Ngcj+s4jsYzok77i65LPG54ZdXh0SKAzW/XRdqsxYt3d49x8NOrw2izhp27NbJ4H5O19659y/94w6bFbyt0TrfpYGWKGOB0hJCYDo1xgCFG6MtZnaPQ1HNpTCD/NLESpiwXIsMnRxqCqOx5W9cmy8D2IgO4M+wLZExQV5LFtWb/yGsaioaGhoaGhcQFZsnKtBFwLfOk8m0wBfgO8bdwG9RJsqF3/xVV1qzcBHx6Im0zAtROM3i1fzD803yipRoA51r6Zc6x9DMSMPWt7pp7siKYtAhoQXpcab1weAW5FiIqbEA1nQFTvbC4wBCPHw5mbEdmUyUzIasREe09nzGoH1KhibAYGv+uZkfPp3KP7M/TR6Qg7pn2I2NqceO4WRsq8k8QQ3eu7OJeXEg3Pxw6EqJoDWBFVSI7E402Jv8tBja/JOWZMjaklCftl9s6dz/iKFoyx32cSz9fQ0LjAaELlm5hVdasl4F3Ax4C5rdG0ulKj/6We8mHgdRcqAWSnewD4mhG+ll9y83vufuj02tzC6IzR20kSXGb31M619g79tGfKXacjDi14egOjeFyL5+Tw6ZRFIYRXzhS7NZL18Hf/GpUkrqw19bK+P34youqqAazWsEPVS3aAW/de35lXMLhsy85J3fm5g83zqpukWzObswB0srrrXVXHyhBZDocQQdd8RJf5JLsTr6sH5nH25+ipxPNeLe2cm7nJp/KOVZQahisfHip77HFv6VbO7ZBIHLn0cCjr0AxLf2rZTAxYIzvdz72GsWhoaGhoaGhcAJasXFuGaP5xPaK530t5O96yZOVa59aH7vKM1/heig216zcCG1fVrS64Jb3ppzent759rO0y9ZHc7xbsy33KW/ifvw9WfmxD7frB8R2pxgXmN8DslMfHEZ7sc3b4c9OeHy5MNjTdMep5jYiqoiFEbJwJLGuO2k93xyz6DH1Ul1hnQmQ0BhBWSgsR2ZgeRNVSD6LpzSbOFSV9vDZhsD0xHuuo5XuA5aC651l7N11l73BWm7yjS825zt5meMZ3TmPwXcC7NtSuf9VdyDU0NF4erfT7TUpCpPw5cB/iC8Lwg67p0+Oq1P4STxvdpOOS4E876u/PLYy2vNQ2Nl3M+xXnwV9pXyZveN496rEZUaphBf4tSfgQnQgpNQyfCfT1OuVMiXevz6aCGi7NGDxktwViPsVQPhQzbEH4X85HZE4+ClQyEqjNRXhV7kOIk0sR/zcnEVYCuxGePlUI64RXy+axFubpg3myBLIIrpZw7oyzePJw/jpE6dgfga8DE2Wn+9evYRwaGhoaGhoaF4AlK9dOR8QN70cIMFUIH7yXwnWxx/Vq2VC7vvPm9NYHXm67axwd/95Qu75tPMakcXFQPK5SEiXQKUxCTJS/kKULxwoN/u0JT/fRzWmGE79LEGXVEkJUzP5jf3XLTn/uJlWlGZE9HER4T/oQoqaEEEQ3I2L6FQhf9suAjYisy1MIX/jPKR7X6HLwlyRhs7RtjFVRAD2q8WM59curTd4x73UzdJF+YDXwW+CXwG3AkoSnq4aGxkVAy6h8k3KdvfXWjb7ij4nvBUFQ1dt/2jO5+bO5R3Ml6awOxEn6x2+ErxzZ6VYVj+vdiOAva4xN+oGVstMdHN+RaVwESs6z/BiipKoXUUK91yLHz7zf4Yi+A2GYbfMOWeXvF+zpzS8Jrfhk2/wd7846fTxdH12KCIQOI8pMbkYES7mIAM0EFCA8bFIZQARRqXxR8bh+LTvdLyX6U3HPOmlx7fHSjr+UFnXba+RZbznRIklnuhoCYJQUC8DpiD197L0A8I1PTfv3n1/qtTQ0NDQ0NDTGjyUr19qBn3JuXLoMMfF5ToVEgksy1gYeRnQD/+B51v8O+MP4DUfjInG+OFsBCmrM3u7vFuxb1hczdf19YMLRPcGcfFG/psbnWXoGqky+ndn6sHlPIKd9ZyDvBkQT1J2emPXa3/ZNPPmsr/B0mhyT3pF5OrfAEIogLJaS6BGJAIxaNh0R2ydxAl8EPvNyB7OqbrUVIf47ENmb1461nUMX6UY0DRqLJknijg216zvQrnENjXFDEyrfhCge18S3Z/LnMuPw/t/2TSxTkc50KT4Sypr6m76afR/JPlEtSdhHPfWR8R3pK0d2uk8oHtdiRKfC1C+554APy0736ddnZBoXmLEax4QRRttmRGlHMTDnXZmnGr/YOW8TSMb2zqwQcAVANK6noT/7WEZu5+k4cs5zvkLdHEvfiwZZvQ4xY5u8eViGyIRQEIbh59R8MHb3vwHELPBfR69YVbfajLBaeEdmeukQUG1Ij/ZFjdbhG9Wu02mZ/vaN3mKzTzHOAgiruoBeijlaIraxmvaAEFe/dZ51GhoaGhoaGq8Pv0VUYOwEUr3tJMQE6O7E+lROISZeLzkSSQEfRfj8fR7O3CP0ISo5fpVoeKnxxuZ8DRq3IuJiF9CQrQ9XfDy3Pv9P/VVPyKi2udZe42Tz0BQSTSbLjMORnYG8PoQV0SKEl+Oc0xFHPhAo9Q+fWpnRvAQRWx9CiJFj6RL1iP+XVKKIppZjsqpudS3waUQ834UQKYsSv08j7hWmkjKJUGAIhs6zuzjwdtnp7jjf62loaFwcNKHyzcn/A8zz03pnV5p2e77eOetwQDWc6aBWF8ib7YlaG77qPDCol9TkzNo2YMPrMtpXiOx01wPLFI+rGPGF1Kp9sfzP8RfgI6OWvYDoUg+idPsQULTF72wDaTlA1YQuBr227cGgaRHAl/cs63/xhr8t+1XxDjb7nTuRSHb3W4oIxiYgrqEpiO6VMiIwyuNsf5swoqwljBA09Yjsy9HlMKyqW52OEM7nAFitoS2RqK5bZ43HicFQ2Ky/1eFeeJ2jnc6opfWBwQkNEUUutErEhxVD5hjnog1YrdkZaGhoaGhoXDosWbl2CnB74uECRIXGIkbuu6wIS5lNiIlNEILIx7Y+dJfCJYrsdMeB7yge11qEF2EcOCY73a+liaDGJYjsdLcoHtdWhN1Qkg6EMB0BjIis33Jgzx1Zp65ixHP1VPIJOfpwbZFheF971HYNwnNSZUQY7DgRTk96TxoS67Ym9t2JqGBK0o4QwyOMNKs0ARbF4zLKTvdZHpar6lZ/EOGxmbS3G0LYJimJ/echrJ2iCI9NP0C50Xc+O7wvyk737vOs09DQuIhoQuWbk2RQRI4+7PxZ8a6cb3lmbmyN2jIQvnvhlqjNc2f7PPnHRXVDOok0hMFxGuID/5JGdrrbECKOxv8YstO9VfG41gF3IgKfJkbKOIYR73s3MH2etVd+3DtSSZ2XM0Rzax4AbX5H2kONrsdXTnDbl9s8CsIQW0LMFC9AzPz2Jx7bEbPIyWCnCZE12YcQM4vhnOzjg2MM/8eklHqlWcPWUNjo16XFZLxI7QHbGXP9AkOw5FO5x0qAYV9c/7PFaV2L4qokx5GQUDFLCjXmwXVLKrd1vqoTqKGhoaGhoXGxGe3xtwxhLeNBTKzmIBqPyMCTQEViu/M12bmkkJ3uEKLiRON/kw8ihMPsxO/pCOsjFSEcehEC3zTENZ1MaqlipCHOvk/nHEn/XOf8zSAZENf2psQ+p/ji+laEUFiG6BiuQ2QfFyDi7dbEa0QRGZWFpPqVCYykNNtZVbd6EvBrzu3BYUUIlSDid3tiPAsTy56KqHLbdn9eXIeKhEpUlemNm5sfGSq7Z4Pz1Zw6DQ2NC4UmVI4zisclAbcC7wVKEcLKX4G/yU73eM2inlWuqpdU/c3pLQW/7J08gPjSmAssmmPt26yTmJrYbAKQqXhcV43jODU0xuJziAzGBQgj7iQ2RLBjBygz+hdPMfbvOxrJ8gElGQ6/qRlVAWkrsGyJs60EIb7vR2Q6JHkWuC7lcT4jJt8LEbPI5YhMghcRgmZO4rUbETPPb1E8rj8nZ2FX1a1OA96TehBWSzjdHzAPW4yKoujQtfoc4TGO1WbXxa75QLZ77hjrFike142y0/30S5wrDQ0NDQ2NNxWKx1UCfBZYjBBXtgE/kZ3u85W1XmjGsoWZhhBgjiKaU1YgJj+z4Ywv/KNLVq69bOtDd20dl1FqaIyB7HTXKx7XUmAdQiBMVhJJiAn6U4xM0HcixD8FkTHpQVzPJb1x63GQlpmk+I6wqluR8hIDX84/NJkRS6WkPUIykzI98QMiceBU4nUqEf8zexCZkT9WPK4Pp1gOvJ9z//dUhN4RAohGde0GQ7x01DaFz/iKrznP6chdVbf6pkQzHg0NjXFE6/o9jigelx4hSj4A3IiYoboeuB94ILF+PNg1esEsc18ZKNmgzlRVorGQfvM7MhsWjNrscsR4NTReb25HXI+FQAOirOoZxAzsMcRNyaaOj4WMWc8MhK4wtTeleXyBqzNPPDYz26NmGoMH4oq8n5HZ2jMo6sgEjqrSwYgYmirQRxD+UsWIG6EaxExxJaJ8vAR4SPG4kl26yxiVKWE0xByBoNGIrKLKyCsKW8yI0vBUwTKCKD8fCwOwXvG43hAZGBoaGhoaGhcbxeNaARxBeNTNA2oRTTcOKx7Xwpd46oXknDgbEUN4EdmVGYAbEa+kNq/UAT+82IPT0HgFLEFM2s9AiHy7EXHuNsTE/FZE7N0TV7E+7S3s7oxaTiCqjfYALVY55v14zrED6wp3TQU1ltyxSYpKdl0s1fc9GV+7EFVRSfYj/OeXI5Jo5MT+lyS2/SBCnCTl+aOJIoTUSCwuH3c3FKiIpIJUXqqB1XWMSjTQ0NAYH7SMyvHla8A7zrNuJcKM+qsXexAfaV0UydSFW/L0wcF8Q8h7ctCmNOscywr1gUMrzW1Nb3/2rZP+r6LebJTU0Z2/DwF3KB7XM7LTPVb2l4bGeJDD2R6QFYmfzYhMRwWoUFXUUwet4fBOeeqxr9tURQlIP9i2t71wQiQZHG1K7Csn8bihO2o6ua576uRvF+w/LUuq8Zc9E3vX5B7PlCQsJAzCEeLhccTs7yaESNnMSAlJkhLEhMSDiMDqLEymWN7gYFqr8YglW3bSvTC/3YwQX7uBkwgBdBdiNnghY5eEFSfWbX7Zs6ahoaGhofE/jOJxFSG6UzvGWJ0O/FvxuCbJTvc538kXgV7Ed78PUWmxECFSbkV47NVy7n2YD4guWbn2mq0P3fXUOIxRQ+N8zE/528ZI4yc/ohqpDXENb9JJVF1p76iURMblFhJNTUuN/pZSoz8NsNvk2MFhRT+pzDBc956s0zLiWr8qsX2q13ojIltyF0Kc9CIa8ugR2cipFVAAHwfWJ/4e6/9aRSQ0TAsETM0Oe1CHuIfYjkgiyEJkh9ZzdpVWKv8H/Ok86zQ0NC4SWkblOKF4XFmILnkvxWcVj8v6Mtv8V6yqW20Kq7q3eGLW0kOh7OnP+IqWnB6y24d+F9587BGLf5enwP3RSfu3fnji/sGUp7UgvjCmIwTVz1zMMWpovAyp5Re9iGBjW+Kxggho2lWV1vTFbE97t3GLgtQFkFMYzUt57nKE0JiFEOErvIpxQnfcqv9k+4KiH3VNPX4glO3a7HcmTbTLECUtBxnpNlgDBBEBl3mMsU4D2FC7vgs4MHqlXq/4g92WfFkhXpzm8yKCvHzEbPExhC/PMkTg5jnP+Sg4z3INDQ0NDY03E59HZCuej1zgA+MwjrcgJkFrEGLLDYjv9L2IeCEMPI+IK0DENZsTy5cDG5asXGtBQ+P1I5kBqSD8VTch4thkw5woohzbD2yWJbZL0pntk5Qirve+j2TXd95TtDPwjYIDSypNPhNCHHwWMeE+ixGRMYz4P5mJyDDORJSG13GuSAkwNWGrBsLvdTQuhLBqjET1oSJnf21i+SLE58EmYDbCX3PLec6FFmdraLwOaELl+LEQMYP6UlgRXfQuJsWMElTkTHmm/QOmOQ35FVV/b5hScOe03UtKbb7ZiC+XTYjy2tSZtXdf5DFqaJwX2enuR2RMuBE3AosQ5dF2hMfqEFAky3DNT/3G9E+Ylzo32q2ZC9RnjCa1d9TuShL7yQMoNAQKQG2LqHLsi/mHr/p18XbJF9dLisqRxPZuRmaVQfzPHkSUjYyVZZw6S/z90Sud+QNpqk4KpwcjYYOszBy1eoCRbE9Xd9TU85+hkq2KSteo7UY/1tDQ0NDQeDOy4uU3ofblN/mvGV2CqkNMOioIC6ViRAXFdkRc0ZBYn/zOzweuHIdxamicjy2IJJVhxKT7coQoWYWY3LcjmuZIiDh8MaI8fDh1J6pK2dbhvH1Z+pDVrotlJBYHEHG3GWGZ1Jl4rRjCg3IGZ98zRxD/OydfZsyPIDIjU8lDJBRkp1lCiiyrqVnMOoRICiJjc+lNjuannPrAjlH70OJsDY3XAU2oHD9eqY9c9OU3ee0EXog61bh6EDEztTkc0T1Zt7+q6+DRCR1hjB3tAdu05ztLtiOCpQbEzHTDqN2MNiHW0Bhv2hi5EehDBBGzEF5PM1SVx4Ccd2Q2lgDI6Vi+9dcmJ2JWdRsie2EXwsR+OSJreKtVju+7wdHiK9AH98sSkllWrDemty2VJSYDTyCCqhcRpVv7EOVcCxA3GAOIm45UzjzeULv+AeD/kTLbnJPlm6bKqq80GDAyYhwOYvY6jMgYBcCrGE2PDpWEP9G28OgOf+5Tvrh+X1iR3YltNTQ0NDQ03uy8klj7osbZCcKI7LNtiJjhRcT3uYKYTG1DiCcyIt7uHGNcWqyt8XqyCZENnLRR2IIQIxsRwqWKmKi/DpEBCeK6vwEhWPYB7Y95i59d319z1ePeUisi7q5jxGsyWeU0ESHgn0SIkk8nXn8XIvP4ckSsXY2Iq1OFw+3JZjobatdHgJs4V9DUAQazOVqdsiyQeI2W5AKTFA/WmIbU7xfujXwy59jGfH1wq1mKHbPJ0Z2v+KxpaGhcMDSPyvFj3yvYpgdRGnLRME3W3RTaGuuLdymKeaHeZixW582Z0dB08lTB4LRJTTU6HZb7omWLdnelH/h83pGZknTmqTsRM7wTEAGWhsbryQ8QDXViCE/HNEQwswgwPjBYbtwdyO0AVTfd1LfpSkdntsvsjSMCrsWIIGY+otRqGSK4KgQqb81oYWV6y9OIEpI0xOfkAGKWtxaRtZn0o6xLGZMz8VOPCIBCiAY/Z9hQu/57q+pWP4LwuymSZbXZkhbeu6SqJYK4qZmQeM0rELPUg11R8xPr+1zqyYhjLkj9MRXp3r6aKqc+6L45vUWdZ+0tN47ty6OhoaGhofFmYg/n95lL8sLFHMCSlWtLEVliPQjhtAwhOm5FiDAOhIefFxF7ZCHikA5EYsBChLCixdoarxuy092meFzrEHYKLyBEwuS9IAhbg0aE0NeDEDKTWZDzECLg8pmW/ujDQ+XD7rCjEBFn70bE4c2IbOJuxPWe/JmP+D9IJiMkK5qSLELE15sQ5eHfSl25oXb9qVV1q6cj4uz5iMSELcBPJYkyRHKCHSG2Xg5wS3rTk8X6YaZZB0sMkloK9My29tXMtvaBaNJZ8mrPn4aGxn+PpKrqy2+lcUFQPK4/89Kdwz4iO92/vYivL/+ga/oj7rBjkYqUrQyrR4PPRruUXkXWzbQO9x0pzcyc3xe2lPtzZLMy+YeFu7vyDaHRXdl2AI/ITvfaizVODY0kq+pWy4iZ16TP0zRE4L/7Z0U7dQ5d9BcIk28QQf9+hNfMYWBRSNENmuV4RmL9JkSAchzh/Qgig6EJaEeInlaEyHgl4qZiCaKMZQghBk4f9fw2xIzw6MZTAJNkp3t0CcpLonhckxFm4WeIq2z6XNvcGkmSTg4pxvJlNk/jW9Nbpjl00czE+L8tO93ffjWvo6GhoaGh8b+G4nHNQIiV50vEqAdmy0538GKNYcnKtXcAdwJTEZOcRxDf1TJCqJQR1Rku4ASJxiMptCAEnLdufegu/8Uap4ZGklV1q/UIAX0eIoYuATosUuzhX5Xs+ANn23/tR8ThVkQjSxBC5gpGGu0kt5sF8OhQybZ/DZUt/n3Jtj06SfUjBPoFwCAjmcPJGP0wItY/83xEZvLiMYb+R9npfv8Yy1/ueB9B+MgCUKAPtHy3YG+jJBFD3GscZUTMBJHcMFd2ur2v9rU0NDReO1pG5fjyMcSH/2WjlscQJaH3XswX/3DroltnWPod9xTt0DdEHIefMRf2H39rRlVMlbLbj9ueN93YH7OkD5dHusyRUJtl27MzSiPvqnGnCpUywlD4oo5T482H4nFlAJP9ii77E22LKoA5iABlIiLLePro53ypY86BXxTvtKVk/ToQQU4fIsAgRaSEETGxmxGh0YC4kZhHoisgsBFR0pK0xtiPuJEwIm4qJjEiYhYzElyl8uirFSkTzB69QCeR9cm8+oMlRv9lEqpBJ1GCCOSOIM7LBwBNqNTQ0NDQeFMjO90HFY/rvYgOvaMnEPcBb73IIqUJuC3xsAcRM1gQWZK7EfddJsQEZzPCC17hbCuuUuBbmkipcSGpuGedDpHpW1Vd0W5y5g0tQsTZMxE2SEmB8AxBVf/NA8GsQzMt/amLk+Lhs4wIlcnrNw0x8W8mJW6/ydG6eIp5cKtOUpcg/C1zEQkAkcQmjQjhEkQG4zREkkAQ8f9Tg0hGSJahg7h3/tmrOgkjzEl90Bmzlg7EjQ1Z+ogF8TmxAuE9vxlxbqYANwJ/fY2vp6Gh8RrQhMpxRHa6hxWP60pEyerNCP/HY8DvZKf76Es990IQUXXf3B3InbgnkNN7S3qz97O5R5dLEhwMZB762D9vzmjuMVlOGCmXdWrYkR6I/cc3oeudqjsqSWc8f3YCt18qM0qKx2VEnMe5iC+754DNSa8SjUufxP/Dd0mY21uleExC1atIqZvZx3puQDXMPBbKeLLK5C2XJLXCKKnJm5Jszs5KjDPSOTDEqEAMkUFZjwiKNgLXbeirfOq9WaenSRKDiACFkCIfNcvKbMTMsZmRsvGFiBuOZPfOHcD7XtWJGGGshjzKBNPwssTrGRHl4anHkK54XJaLefOloaGhoaHxRkB2uv+meFx7gQ8jviuHEB7T98tO98X2p/w/hNceiFjAhRAlBxEelQ7Ed3gOQtyJIyY+lyWe4we+uPWhu9Zf5HG+YhSPayIi+ywXkVn2YKKpocYbgIp71mUgyqPvIBFPe33WTc68odET7IExni6v73P5v5p/YGeuPlQtSWSnrJt5npfsQgjwZ/YvSVBp8iU94vsQdgdJr9Y8hFA5AXEvVwE8hfjfcCPKxXMR5dvJ7OMw8H7Z6T74Mod/Ps6Jtc1yPBchjPYjbJ1mM/J/CS9vKaGhoXGB0YTKcUZ2uuPA/YmfcWPp2390Zd6N9q60Gp8TScp5eKg85/Gh4mNvzWjpz/QoabpmQ3pBo1qYlhnarVZG+3plU/a+odJp/8yuWXPbhBNBhPCz91IRARWPayrwL0T3uSRfBR5TPK7bZad7eOxnalwqKB7XZ4Afpy6TJPTpukjPYNyUm7I463z7SNdFJipIuZ9sXdipIpn0kuI1SXH/ZPOg8uHsE15JwsGIUFmCyGgYXWaViegwCGLiYOOgYrI2RmzHK0zDscRzDT/pniJ9NLf+ZIYuWoYIpI4ifCyvQpRqPZ94/FDi//y1sCVlvEn8iBllGyPemKkEGVvg1NDQ0NDQeNMhO91uRPn1uLFk5Vo9QqQ8iIgpFiImQJ9ExKoGROwwiGg+IgPlCDuZVQjhZtPWh+4aHM9xnw/F45KBtcCn4azZ4x8oHte7ZKf7iddlYBqvmIp71hUi4sqK1OWhkFEaY/PIGMsYVgx8oXPegndnntp8hb1zNkJwH0YImyc5Ny71kpjgT2EvI1mM2xL7SPq17kbEvLsQ8W4WQlBdlNjXbsT/yRLg74jEgj/JTnfzSxz6y/E8Irv0DCYpno3wmW9DVEuNZuC/eD0NDY3XgCZUvglYsnKtDPJvuv5dXCkZ4/6cFd2b7TMGZ4YlffE/Bivyhtzpe9NcXvmH73+6f7p18LJRT79PdrovqfITxeNKRwR+RWOsvhH4HSJrVeMSJeEjtW6sdXn6UN8ooTIdUeJxzudVhi6SZZHjaZ/NO9p8d/fUwoiqc0ZUHbsCeXTHLKe+nH9wQC+pdsQNwiFEJmQqhxkRKfeoKlX39rr8jWGb8c4dlwdWV/z/9u47Porr3P/4Z2aLekOFBVEFLL2DjAEb95pmO06cShJSb25IwenJjeObHpM43CS/NCWR04vT4x7bFGMQvZiygOiw6r3u7szvj7MCIQQGWw34vl8vvdCeOTtzZo3R0TPnPM/O9juGl462LUa8ZdDBA18vm+Z5ILClLcl2wEzEJmNyXH7PDoQefeWfiGEHQmEnHPwD8NZOzdH4n91OIoF/2oGQc45jIiIi0vvejVlRCafzUs7EBGGSMfOFECZg0/kh+x/XPHr/I304zgv1GeDj3bRnAn9xwsGZdiC0u2+HJBfpx3QJUgK0tfsSuul7rnlkFOA3NWOunZ1UtSnT2z67y3tWYR6WRzG7i/ZzdoozX6fvczFpEYZgFgcMx+wWqsYUt1nP6aBgOqa4ZBT4HbDYDoSivHo/AJbQKeWCbRYDtNP975Yu8K8euK6IXAT75bvIZWA68SdHbrsnpeLJIdce+dHY5mi951nXdZ39bZl5zsxWvlMx1fe9iknb2hw7FH/fgYEWpIx7H93/IOlwnxMOBs9zXPrfuznzCT0ArotbEU3sbgVlmeu6rtvmlrque2q1rG25NsCkxNpJs5Oq1nZ+w8H2tLHvO7qw2A6Esu1AKN0OhBZiAtidK3Gf2urS5thN/1s2o3Jdy+C5qZ5oxvT0quaPr7tp+sy/viu9JeptHeVvHJPjaTuytmlwbZexOcDfL/YDOI+PYiZvHTpWMfu66VsFfLYHry0iIiIX755O30/BBCmfwVRJ3s7pnHx1mOBOxzb0V7p9tdc44WASJlB5LgnAJ/toOPIKFKxYPgSzeOMsCQmR7nbhdMQEajEP4M/gYvHlshkjXZf6Lu+52g6EbrUDIZ8dCI0F3o/5u1Eb77Ob0/kqtwInMYVxCjABSheT+71jTCM4u8q2F/h3DwUpKS4s2kanFdcWrmtZpGJWU3a32vQbdiC0ryeuLSIXToHKK8Bt8/bm5ufWrctIad3m90YP2JZTHq33BYYcxBc76uwf9cXtvuuSyhI2bysY/Hx4+LEPHZ2f+lj9sNVNjvfb/T32c5h/AX0W9voo5NUY27XBdWkvbU1bWRNLyOt6rLGodW/ZzfVh+12V5TOLD5e817e75F2DQht8llPb0ef9OXuu9uAc6fLWzZ1f2IHQATsQugXzJPcqTNJvWh1r96dOzJl8sD1tbI6n9eSDgc0pD8x64cbVr/l1JNETO/hi+dAQwIdy9kzf15beOa1AA/C2npo8xcdYGR/bA5hCPo2YnD9d0y48ByywA6HSnrq2iIiIvCJ1mIrjuzFziyZMfj0/JhBThtlaegQTDDmOyYv9j/4Y7MuYwjnyg3fSNY2ODCxnraSMCxeMDA/p2ui6pwrhHMOsjFyF2bJ9Kv95bSwh54mG/K6B9a7zbNcOhB7CBOhnYNJydZyjjtO5K1cBt8T7rMGsOgYzP6/ufF3gV5gVlT2muLDoYcwKzn8kWrHdmFWce7t0q8KsKv58T15bRC6Mtn5fAT73jpUFjssg2+LUKsOHfrdw1X9Wjhk29h27q1relOge/nZ960+++O/6n1TOTVwcOHB8Rkrl5CQrOvJ85+1HF5InU0H4ga2ya8PSF2966fnKYWOnTz60taXV31DXkEyGE23+9bzHFxYHxrbO+HH40FXX1c0AfI5rVUeidn1VdfKBQHbTMAC/5frfmHno+B9qC0bET7kLk0D/LHYgFAbCTjh4r+Py9i+FZ3+h3knI8Vux1v8dsqnOtkzS7EByc+7a1/4652hT2n8AUj3RjAUpZQ6mKuF/gK/YgdCBnv5w4jlWvxz/AsAJB32Y5N6ZwG47EOoalBUREZE+VrBieWpuMrneZsZbpwN8Hfn21mEeznowOfc6Khm7mIBgFhDu+1Gfl+bZl76z5tmYh98z2yPeXa2tTk1DU1JLbV1KUl19sre93ZMwvzC0DbNteyJmx1ENXYrsPFo7av7NaScOey2343fEb3V3cTsQasesFt7mhIPbgE8AH4offoEzC9UsxGwZb8JUDp+DWX0J8BPgkd6okVBcWPQc5qH/KU44OAyTpqEO2By/DxHpBwpUXubi+Ry/bkHyi025/9nUnJ2d521tjs1trNlnJ8xL9WeUpLyrLf9EbfbhvGGHfT+f9PiNnd7+KScc/KEdCB3rr/Gfwxrg7pfp82JfDEResTWY5PG0tVj7v/mREY17nq5KzRrWcmD9BybOcBM9GQAeyzm8qzLnyN8PzFv4250J6fz51PvzgDyvJ+Z/7KFftiX6YwkAt6Qdv/qvdSND7a7HA7yhuLDovBU+7UDIseGR8qNLKsH94wOBLdsTbeeMxOAe27VGpdVfjfllY9fUpNoVr6LS4CsWr1a6vq+vKyIiIuf12Yq51vVWu7s9dxOtXhPaqMKsoJzsQl40iQbHS1VCw1nbcT+DKVgzkOzEBFXTz9NH8+yBbR9QjpkvR4C1mADcupf2jGwHCjv1fSpnUJ3N6Yr1YALuaZit2GuJ72aLYXv+XDvq+H1ZB0cAX7QDob+83EDsQGi/Ew7eD4zDrDKe2023scBTmAD4X4Gf9UeQMP4770D7vVfkimS57oAo4iy9xAkH3wL8tuN1VTRhw5fDM8a2OJ5NB0/kJh05luc4jrXQ08rGl97206Fej5sP4Lq0bl+bUvK9Tw9/7nhpwoNPO39yupw3A7gNMwk7CDxlB0KtfXRPGZjVckPP0eVROxB6Y1+MRV4ZJxxMbWu1nvvD/+W1/e57eYVYVmVislMdabeSyhYN31tzx/BsTL6aiUCGv8bdlVhFXUItHk8baYDrWuaJ/+2L9pR/4a5Vt2By6hyuj/nyUuxo/gfX3Pr8cydHXofZTrL924XP/uWuUfuGYLadtGOeoi63A6GTAE+ErhtzS/qJ5+m+2t+/gLt6cou3iIiIXPoKViw/BJgVZq5bm7GPUMpJCoBGF9oqZuGNpjIsdyPP+pq5vdNbd2MCSp9e8+j9ezqfc+E9D1mYgM5czJzl+TWP3t9nefKccPDzwFfOcbgdmGMHQjv6ajxy8QpWLF8G3IWpmp2GCVw2Ylb0lmFyn/uAObnZdU9PGHc8HTP3TsakLOj43a8ZE+T0A9ssXDfVjgQbHP8GzDx9OGa79m/j780FxmNWSf4M+EdxYZHrhIMezE6h7rZSNwG324HQ6h79EETkkqVA5WXOCQc/BXyzc1vMtQ62uXbO02XDty9bffPs3GjbC571iZM+uPTZzXekHQpsWZ3a+NMHh06oqfDtcy0mHv/klN9tXfrbn/ls9xpMBeZa4Guc+aT1BPB2OxA6Ywl9L97XdEwBk67b0x8D7rMDoYa+GIe8cn/40oIPzLym4VOjJ7SO8njNFqJIO82zfvvO+pbkpEBHP8ty99qW48QcexhYZ+VMsnB373vTT44DN3Vuf90/7962qyW3o6I3P7/m3zuvHXLMg5lUdagEbupYIemEg7nA5zAJyDOAA8AjwE/sQCjWU/cuIiIil76CFct9mG2iSZ3b0/e7T6UcZ1HVVDa1Z5CbuY99yWVkYYI/DqbKsA/Ibx3E2voCvpu3kRRgKmbL7d2Yised/RT4yJpH7++uGEqPigeVVgD/1eVQLfAOOxBSFeQBrmDFcj/mofwUzvyd7Wng5s59h+eXPzkiv3KybXf7sB7gIczfheRObas4cwv3Rsy27S2YYlIdvg8sLS4scgGccPAe4L+BSZgA5fPA11WwRkQ6U6DyMuaEg+/D/HDYDAxpj9jO31dPOvq31ZPyh+fVHXs2YYinJtk/fOKWlgOx0a124tP7MhpfdFswVcL3uBA8sXTyiVuvOxlePu+5HMzTNDDbPa7u5pLtwCI7EFrXR/eXjKmyOAPztO9pYHVv5DGRC+eEgxbwRuA9mAl3FFgJfNUOhEKd+l0N/AUzSWkBWv99pKDqo+tuvrXz+dJSm1fPmHLoGtfFbWpOOFhWkXmsvCIzKxrzTAUYl179wuO3/WlB5/e4Lo2Fy5dsrhnhPTWBevaO354Ykdrgwzzp7WwvMEWrJUVERORCFaxYHgD+jSkAcgDXneVtYkvaIVITq2mLJlBdcZV1W/oB9+nUY6RjgnwjgdGYHHwz2lPZUDmL0en72J16kjRMMT0whU3yu7nsH4H71jx6f5/MdZ1wcCbwWkwuzT3AH+1AqKYvri3ntrhkyXDgfkwwOxcoBX4OFBUXFp3aBVewYvljmN/fmjFz7SbM3DyjyynrgXSvN1qbldF0IH9IVXNqSutUyyIzfvwEZ+9kewpTEKfDakyRpRcwlb07u7e4sOjPiIhcIOWovEw54eDNmJWUfmCe6xLZczinJOrYLZ9866rmH/51XnN7nT+aFqG+riVh6KTpe04e+1bUtSx7sutaR12YEn7v+L2Zk622b1/13FRMQvBKIIezVzF28APfccLBBX0RLLQDoWZMJbhf9fa15MLEg5Q/B97V5dA7gTc64eDtdiC0Kt4WwaQOOOWO4aWNxSXlq7e05850vVYqQGubPwXAsrBSU9oKUlPKCsaMKqOl1Xfi6PGcfe8t2NqAyac0peM8h05mbberPSazTlwgqSmP7pO/j8c8EX72Fd+4iIiIXDEWlyzxpySPXt7UnDQr3jQEh+f89SS25lHelkVKxn68KYfdJ5OP48XkrEzGFNUpARZGE1lfOYvZWNYhf4ObiNl22+Ew3Qcq3wT8iC5FQHqLHQhtwayQkwFiccmSq4AnOTPYmAfMA25aXLLkLZ2ClT7OmA0D5u/OMEzOyA4ngPRo1JtZUZUxu6IqA8tyork59RvyA1VVqSltqZhCNx3XdDErIhsxq4Ph9Fbx7h78fwBQoFJELpgClZeheHXgn2OempUBEywL37Sx5e60seW3rn8pf/XRqoyhzVMYPGxPpGHxB1/c+9v7ErM8ETv/5jdXv/TU77Ovr7x39Pr2qRn5/7rlkXTbogwTqNyPCVQOxUygTgUsY651vCKasKv8ZFpkedvEn9pHlny6uLCoqu/vXvrZuzg7SNkhGfiNEw6OswOh1sVfeWNeILth+5DshuYh2Q2RYXl1jsd2qVw1aEGOn3UVhZDpb21+T3B76q15+/Y905h/Yl1z7tVg+QGSEiNDg2NO5L122IEYkICZZO1zXfK++8cFWf56knFdE+HErfJ7nOz4OKKc/W/fXHo5UBn//3IMZqK3zw6E6nvzeiIiItJrPjhz6sG37isdsrKsIvMasGw81sLmoVTiuoHsrWywICmxmlhzgPakCqKeKBZwBJjqeNlZPpfZWNY64BpPOxs5HfCBsytvR4AtrkVV+Sw+WLBieUbp0mV/65tblYFiccmSBMyq2q4rIju8CbPSsSj+OgZsAlox818byMbMR58HrHj7kHi/ZOIpklzX9pZXZM51HWvlhHHHF8b7bYj/GcE85F+HCZCCCcKfy9zFJUusju3fvcUJB/MwOTNrgVLtshO5dClQeYmKr1x7M/ARzEqyJszTta9hfth05BhpJ74U33WZ+PWT01bvrctNDY/xVCSXU3tVwTGeKRszoimnvmz6kPDhLavSkq/6Ao//Nifvlj9e//cDmQltw4BQp3N1OOy4pB1uT931l7qRiVmetvLX+44P/vrBWXWJo5uXeHCmO+HgEjsQ2t4Xn4cMGB94mePDaiq8N2YH+PfBk4PcgycHTet80JMc3ezJirzYlONJBOameCMl/zVpSyHAmMS942Y2VW35f1UTxnbkqvRZzj/9tnNX/O1DgaFNLf6GrfuGpFhgWzGaXS/JnDnhr8D8P9JZNr3ECQfnY3LxvJ7TuX0iTjj4C2CZHQg19ta1RURE5JVZXLJkGPA/wO2YwNAuzGrGXwFvtiwIjjm5KDurYduu0PChYOXadqzEidkzXQ9ljocx1dMYnX6ANWXzGJy7iTZfC7YL+8vmkI1tbcBslcWKkoEJHjVgCp+Mw6xQ24PJWWm5kFA9kaRYqnUN8KaCFcuXAj8uXbqsz6sjS7+5jbNXSHb1Dk4HKgOYlF6npBx1VzXlswHbui7edBCTjgBMQHMDpytzR4YEqsvi33s7tXfsjuouX2p3u5cyMIHMHk+z5ISD6cCHMffdOQ/9bicc/HBf1U8QkZ7V3T8kMsDFg5QPA78D5mMSJA/BrGTbjplQbcXkK2lxXRbur8/854rw5D1/2jLdO31M+PCM2/Z5R80+1vBXe3RK6SOR6tkZYW/giz67stwfeOLo6BSfFVvr1HiORR3rWLPjqQZobvOmlLcnrmlu8+z8eemkpiVHFiY9WDYzIeLa3Jt8ZNh7Hn5DNGFU8zyAdw7a7wKbnXDwQ3388Uj/Gt+1wXVpj0ato1vXpK786GvGhu6bPvkd8UOhrn1zM5oaXv/fJe2fuXNVI0Bj1JfY+XhhSuXMrwQ2V/utWAjYYsN7gXDH8er6pOo3f+kth8CyXah2PSYw6GLlNEV8zfFuYc7WKwm8nXDws5hcPW/hzATkPuD9wL+ccFAPjERERAaQxSVLpmLm0u/DPPzvyB/5C0xeygZM4PJk9qDGyYUz91UPzq35x6jh5XlY1rbqaVZ2xXTKcHimLmgN87QSrZ5Mc2sWbY6PJDfBqsVUSt4JHLAcBgOxmJfnYj42RRM4EPWxFhiMCVJaDaNpa8u1opiVl9sxvwusLlixvGvubbl8nTXPjqvBbNFfi1m9WBBvP3Ou7brNyWXUB9YQs2JuS7y18wPzRExBnJWYIOR7M9Ja1na51hrM759w5irKjqKTqZztYHFhUW8EKUdh/j/9GmcGKYm/fsoJB2/o6euKSO/TL8iXptcAS89xLDF+/FS+PselrTySwPZIZvY7pmzb876cvYN3tGTanwrd6P9YyrNlf38uOWPu6kjkGScwJ/Xv/vWv9x1s/N7GvOxl378jMOL9BxJT0lsHJdmxiqaTCU11n2v27Z43+kjzlOw7ArlVzy4aX5pwQ3tFxTv/941DE26ubrAskqckVj93bWrZ9fHL/9AJB/fbgdDTvfyZyABwqCF99cGa9NRD5Wmxw5Wp9t7KQUlH/h5tT3mhco5ltmJErTQq490Pcirvqdt24+wD6z73zucX+LyO180hsvLEyG3Pnxxx1uQ73988ckX+ur0fPLbg6p/M/WWbEw7+EHhw39Hs0vd/+w2+WLzIDpCCZZ16X6g+69jM7PIgZ07IwGwP6fG8OU44eB1m4nQ+i4C3YiqLi4iISD9bXLLEBn7LuXdb3Apsw+ToAyAhIVoVHHPSjsWsxNLDebngaU2soaFpOGnAEW8zre1Z3FQz3X1xcGbNcWoGTQYrD1M0Z4rrYQMxgpEkotUzaMO2gsTc9MALvGC7RFtyaGkcYaVgipSUY3IS2kAh8LuCFctvLl26TNtcL39hTBAxEn/tx6Q/SuZ0pe0yTFC9FFgP3AtgRd2XsreR4GviNQC5Gygpv8otxLIaulzDwsxP3166dNlvFpcsyQW+jFkYsyp+rIPT6Xt//M+8bsb904u90ZcTX7jzW06vBu2OF/iBEw5O0jZwkUuLVlRemt7/MscnYqq7AWBbRP7QMmrB3ZmHK946dN/gz5yYM3l2crXn21NW1e1d7fEO/k96wn/c4UNPlmW9sHXf2LTlG+cMzlnb0ha461ibNy2a0+Z6a2uiCUcO/M1TfzhjUKR5Sna21xNdG67IHuwNJ1m/bhk9qjHJrkse3TR1bnLFyk/kvjS8y3g+1eOfgAw4TjgYHJla/5qrsk4MDuwt8+/9bNO06k+Hx2cer/alLfZvyf5R8p4hq9LcIU+nz1+68R35ax693wG+l5nasqX4838Of+k9zy7yeR0vgGXh+7/5T2dZONkRx451vVaC7awoLizq2G7yjWc3FRQt+cbdObGY59TfPQsS7Hb3VJ7UHdW51fFvO09U2oC39VIFyw9fYL83dG1wwsEcJxzMi0/CREREpO/Mo9MD/3Oo7fI6ArzGtt2RSYnRoQBNIywfltUIDG7LtRI8ibG1hTP3TRg3vmzwmFEnd4F7AliI64ZxaXAttlZPZyK2lQVEU4/you3iAm1N+aRhgi5hTJC0czHCGzm9JVcub6/BbOVOxATSF2JW+1ZjtmxXYFbhdqx4fATXPZJ6xF0deIHJ/kbGdpzI20ZhyjFe5HTQs7MDxB/iFxcWVQD3YfJRLuqmb4es+J9DOXNL+GPAQxdzkxdoJnD1BfSbAAQ7NzjhYIITDg5zwsGEXhiXiPQABSovTRNe5rgHk9MGgKca8rfUO/5BqXak7aHyKaObXV+6BZlXB07e+oFvh0nwOd62Nu+Bw4dzEok46TOLt/pt25vjiTScxDw5m2NZzM6pqffddHdVS6IngmU52cme9pO/2T95+vbfBJ1ZU49GPpK3a+9/5eyZZlmnfwhifqgFnXDw7T3/McgAc4tlYSWnOZNuf1v1tb/dvCvzEzsrduT9PnV++ocSpo2c017zhtwjJd8aWnLy4WHrbwZ41x2bvvn3b/wqefTQmrMqyfttZ8SS8Ts2nWhK7bpVewXw/zpe2IFQ5IGf3/RJsI52PYevnmMd32+ryuuYNCVjikH9HJhpB0KPvfpb71bXLSjn0rE9ByccfKMTDu7GTDTLgH1OOPiOc75TREREetrLzbPhzGImhzEr2Boqq9N3tLQmjMCscrsdk08wnJLc4rFwva7LPsehub4hOdFupTZ9n7sucy9bbIcbXB9jsTgK7PfVudvTDpMNzG1PJSWSznDMSreTmCBVh5OYFDM/LFixXEGXy9jikiUW5u9UJiZAOROztXsoJoCYgklHsB24HqB06bKKIat5MP0g13T35Dv9EHm4btd4wGHgdaVLl50KNhYXFj2BWb3YVUqn7zsWC1jxca3CLK55XXFhUXfB0FfrQufZEJ9rO+HgYCcc/BVQBxwF6pxw8FdOODi4F8YnIq+Ctn5fmi5k9Vc5QG3Uv+kPtaOvAfh9TUFSq+sNWDgNHss5CeRMSKyLvTd7b9Xip16f94mpm9qffku03nPHpEbvM4cT9l4z3DNt/PFrgReBq9/xtYq029OOXf23v8/YmuSNHmxp86f+9vp/HPnV8TmJW1sG269pDjWXNAXWFeaGb8cEKHM4XQnuIScc/IMdCPXGDyoZGM7ISWNZeG/JPDFrUELblqmJNRMSbafzU89C4JfvXfK7iBMOvgl4mm62irxvwjbfzuqcp0em1adiJhR/sgOhF7v2W/Po/TUL73loPvB5zFPffKDc38DWthx2A9sONWb8BrMtpbqXVlB2VXeB/aoBnHBwGWc/cR4DPBLfsvLZnhyciIiIdOtC5gjjMT/nUzEFLRNjMUr37MvvWHFWC+y2rFhyIK82MTWltW1f6dChBw4FGpOSIjUVVZl+ElwrsYbh3hYGAdgR2rC4Bcd93m6nsXEoBxLqqaqcRRKWVYlJXeMFZmBWVu7DzLM7CgQuBn7SMx+BDEAWZwYGwQTVn4j/OanzgcUlSzKKC4vqLJdfYFYeLjnrhA5jEitY2ZpHNVCP+Z3vV6VLl51V6LG4sOj7i0uW7AM+iwnMxzA7+P4JHAP+CuzABNKPFhcWnbUjqodd6DwboNoJB/MxQf3OiyMSgLcDi5xwcKEdCB3pyQGKyCunQOWl6d+8/BaP77c69tYHwjPf62IBuK2udwrA1MTazR6LRZjAz6K5KVUV6+78dea6v6Ws9bpDBretOuJ4j7ZOivjyOyp2+wCuSQ2Pr3d8lbOmH/Bs3lGQ8q5xO5snp1V6XqrLafItqM5cuu7myBuG7nfn5ISfsC1u6zKewZitCht76kOQAWcfJom3J/7lWhb23OSqNCCpS99ThWXsQGi7Ew5OweRdvRYTTKwBNmb623587Yznjl/Ixdc8en898On41zl864Jvpgc8z+mtN+fzDyccnMT5B/cZJxz8jx0IPdMjIxMREZFzeR5o4ey5S2cbgU8AXwBeD1BXn1phYknUY3JJps+YcnhNakrrdfsPDl4LVmtwzEl/VU1qKzAfy9roWm4Usy11X3sGJ7GsguztLpE0MurHkBgtowHLqsPkBxyLCYoexARKr+kypltRoPKyVVxY5CwuWfJvzEKQjrl2GybYNqqbtyQDdWsevd9ZeM9D7wP+AbwTs8q3CTgC/HnQbv615isXlt+0uLDoSeDJV3svPaRj27rvZfodBzYDv+fMIGVnwzE7rW7qsdGJyKuiQOWl6WHMD5qCcxx/Dngseeief9cdW7IK+CRmgjMb3Jb3ZIemYJIf12H+Yd6c5msftHXuuCE3/6Sx4o93eWdZkDDkB3tbmZcAMM2HszvDE5n4+6Pjnlq7cfxNYK2+c/iBMSmJ0TEffc/qkkdj+dM/Fdzwwg0ZJ+cRXyHWiYuZ0ClQeXmro/vA3ElOFc05ZVvnDnYgVAF8sfeG1i9WYLa85JynzybgR5hfdF4uFcf7AAUqRUREelFxYVHN4pIlXwCWn6OLA3y2uLBo4+KSJUuAQ8AbwhWZafHjW4BFgbyaktSU1oWOw5GTZYOuTkluXWvbTkZZRZYPE9Ec357CIV8zI4ETLTkk4rrldeMYHk228oFNLUPoqFj8DGarr4V5KJzZeUAJCe0nR48ocxeXLEkpLixq6rlPQwaYAKYqd1erMA/7O5RjUggBsObR+11MoPIfvTq6PmQHQlVOOPhdzl8LwcXkjE+im5zwXdzohIMFdiBU2kNDFJFXQYHKS5AdCNU54eD1wC+J5yDp5BngzR2VzYoLix4HHl9cssQLvK4wuXJ+hieyDFMxbpHrUn0ikmQ9VDG1vdaTMHNBQfuLTxzfngPgutz0REP+yj/Vjp480t9QWt/uj31p3XU3gWX77SgTM6sKAO4cXjrr70eH7PtH44hBv6kfkzQ2ob7xw9m7V2Z4Iz4gCozDrACd6oSDz9iB0OE++Jik762n+xUIQ+LHOgJ2VVwBVa7tQKjMCQdvBR7l9JPuZmA/JqjrweS4+iant22dT/Dlu4iIiEgP+C5ma+tXODO1TT3wvuLCohcAiguLqoCPAR8rWLd8LPAm4K0+X6Ry7OiTYwAqqjL2jhkVPjlkcM0Cy6K5oTHJi5krJTUUYCXVsM6KEmjLJg3LOh5NZiawkzOL/3kxc6kZwFW27Tyfl1OXnJba0jIosyHN54vNsCzuweyW+nivfSrS356j+0DlfMz8sqNOwHeKC4ucbvpdbj6P+f/zvzq1HcIEaVsxv3v8FyYl1IXU5ghiqqWLSD+zXPeCVnrLABSvCFyISahsY56wru0IUp7nfXdhVnHlPdMw5Pnf1IyZOz6hbtM9mYcHj/XXZ1gWBzGBlHxgctS1nCOtKU+/97nXTDvSmJEPcMfw/U+vuPo/NwO0OXbrB4/NbwErC+D61BPr35F1YIZl0V1S7y/ZgdCDPfQRyADjhINfBv7nHIfXYbYqvd4OhFb33aj6V7yi4PuAdwNT6X6LymZg1suc6mk7ELqlh4cnIiIi57C4ZMkgTKXl4Zgg4D+LC4vOm8OyYMXywMwppV9KTW39IFAac8j02JzEzK2nb3tp5Nr6+mR/6mHslJNM9LST48LB8AJ2u17rjvhpnsc85E/p9Po6AMtyY1fP2bvP43G6K/rTCAzqpeIl0s8WlywZigliZ3VzeDdmnv1r4D19kCNywHDCwQnA1zG/Fw89R7fdvHwBnjl2ILSpJ8cmIq+MVlRewuIByfXxr4t531+dcHBdqDX9E4fbU+b+X/66WKonOglTKTyCeYI7j/i2Eq/l2gVJjWOONGZ8HHgYXM9npq+b1nG+f9UP3wDWqTw5w31NbecIUgJMvpixyiXnQczfm6XdHNuBCVKW9+mI+l8M8zT3fJOjWcAGzp979i89OSgRERE5v+LComouchdI6dJl4cUlS/4LeBZ4p8dmlOsyqbomdceJ8KBN9Q3JacknaU8/fDrHpAWjs3fwYOVMWoB7MKvBOoKUUToVSnFdPLbtnCv9UyomqKpVYZeh4sKiE4tLltwG/JnTVbY7DALuBJ4sLiy60lYiXc3Lb+1+ucDtIWBrD4xFRHqAApVXKDsQOhkMB78dTKz/AyaZ8mTMykww2woyu7zlSOnSZX8qWLH879cGjswbmty0DLjNdfE/2ZB/xrbVcQn15/t71dxDtyADkB0IxYCPOuHgDzEThlGYHJWP24HQhn4cWn+6kZd/ggum4FSU7v9dXg0U9eSgREREpHfEA0V/uu3fn5h5/GR2VlNzQh1Y0wFw3ab0fWcX6vHXs7N06bJfFqxYPgozh5qEKXxSQqcc4CnJbaWWdc489aC59mWtuLCoZHHJkvHAazEBOguzM+evxYVFDf06uP7zkQvoMwWz+7C7fPpR4P3x32NEZABQoPIKZgdC5U446Mf8w91ZYjfdHwEoXbqsHZOweZUTDnobHF9CxPX8hHhOFAvXHeprHn+eyz7VA0OXAc4OhPZici/Kha8iHoHJO/tmTuf5dIFi4CN2IKRtXCIiIpeQ0IH8tcBnz2i0rBQnyT1qt5yxIu4lTLCJ0qXLDmEKZz5csGJ5CjANszozEWDI4OpjnLug5o7iwqJwD96CDEDFhUUtwB/jX3Lhc+1Mzk63dAhYYgdCz/bwmETkVVCgUv4HeBrzNK7D4C59ngN+0/WNdiAUzYQox5e8CzgBfHRWUtVLtsWMc1xrG/CnVztgkUtMdzkpz6UdU1jnKsAPbLYDoRO9MioRERHpbY8DL2JWvp3SlsFJ7+lAZQz40JpH7z+r+Enp0mVNwIsFK5bfCPwMmJibXZ/TtV8nn++ZYYtcGpxw0IMpUHkhxmCC/DnxP8PABq2kFBl4LqT6lVzG7EDoP8A7gKZOzSMxAROAvwF324HQOSvHFRcWRYoLiz4JjF6YUvYToKKbbtuA19mBULRHBi5y6Ui7iL6LAccOhJ6yA6F/KUgpIiJy6SpduiwGvB6zG+mU9kxa4t9WAHevefT+8xYZLF26bC0w1euJ3e7xOIe76RIBlhYXFv2zB4YtcilJ5MIDlQmY1ZPb7UDob3YgtE5BSpGBSVW/BQAnHMzHBEkmATWYCs1b7EBo1ys4VyrwVsyqsCimUuGftXVVrkROOPhH4N6LeMtVdiBU0lvjERERkb5VsGK5DbwOuBVI8de663K2cRh4ds2j97ec/91nW1yy5CrgjZhdUAeAXxcXFh3oyTGLXAqccHAm8bQJF+hvdiB0V2+NR0R6hgKVIiK9yAkH/4ZZTXGhXmcHQloRISIiIiJyHk44eBVmgc2FetEOhLorqCMiA4i2fouI9K7yi+x/vtxTIiIiIiJiaJ4tchlSoFJEpHddbJ7Jml4ZhYiIiIjI5eViq9xrni1yCVCgUkSkd616+S6nNGFyuoqIiIiIyHnYgVALcDG53ZVeSeQSoECliEjvei7+dSHutwOh2l4ci4iIiIjI5eR/LrDfbuDhXhyHiPQQBSpFRHqRHQi5mMqcT5+n2wngnXYg9KO+GZWIiIiIyKXPDoSeBN6F2ZnUHQf4I7DIDoQa+2pcIvLKqeq3iEgfcMJBC5gHXA1YmOTfYeA4sNcOhGL9ODwRERERkUuWEw5mA68BhgC1mHl2GWaeXd2PQxORi6RApYiIiIiIiIiIiPQ7b38PQESkgxMOFgCjH6/PT3mucUjqt4ZujAAv2IHQxVbOFnlZTjhoAwWYFa6lWtUqIiIilysnHEwGZgGDgBTABY4BL2oOJL3BCQezgHzguB0IqeK6XDAFKkWk3znh4CigCLgBWBt1bbcu5s8FgoDjhIPfAz5tB0KRfhymXCbi2/DfDTyImTwBVDjh4FeB/7MDIaffBiciIiLSg+Lzno8DDwBpmNzoHuAoMAfY64SDb7EDoS39Nki5rDjh4Ajg+5it+BbgOuHgY8BSOxAq7dfBySVBxXREpF/F88msxAQpAbzJdtTTqYuNefr7Lycc9PX1+OSydD8mMJ7fqS0XUwmyOD6hFxEREbkcfBZYjglSArTEvzqkAv90wsHr+3pgcvlxwsEAsBZ4LSZISfzPO4GNTjg4vb/GJpcOBSpFpL99EhjR6bUvxY76OP2DbT2wCLgFWNrHY5PLjBMOXg18/Txd3g68uY+GIyIiItJrnHAwD/hSl+Z2oDX+fQvQiHl4+2snHEzsw+HJZSaeVukRzlwM0FkW8IgWBcjLUaBSRPrb7V1e+1PsqN+CGLAfmNLp2Lv6bFRy2XHCwXTgN5jtTufzrt4fjYiIiEivuwHwd2lrwwQrLWArMD7ePhS4qc9GJpejjwM3v0yfacCM3h+KXMoUqBSR/pbZ5bU/wYr5HBcfZitKSqdjY/psVHI5+hIw+gL6jeztgYiIiIj0gcxu2qLxryrg6i7HNNeWV8QJB4cBX73A7ppry3mpmI6I9Lc9QAXgxL9iBQkNnofySxowk6tSIIJ5GpzphIOpdiDU2F+DlUtTfIvJ2y+wu6rMi4iIyOWgGdjM6Xl2x5cXsxhgHadXV6ZgFgmIvBJvBBIusK/m2nJeClSKSH+bCAzv3OC1XNI90famqKclxRvL6NJf/25dQZxwMBnIAMrtQCj2Kk7lA/IusO/vX8V1RERERAaKFExRyu48B3QtoPNM7w5HBpLFJUssYDDQXFxYVP8qTzf85bsAcADY9CqvJZc5/cIvIv1tP93/YNub4o1N7dJ23A6Eant/SNLfnHBwAvAd4FZMmpIqJxz8N/BNOxDa9QpOGQHKeflg5Rrg56/g/CIiIiIDzf7zHMvppm1nbw1EBo7FJUs8wP2YnJKD422/wVTr/nFxYdErWRxw7AL6uMD7XuXiA7kCWK7r9vcYROQK5oSD78BUh+tqDbCwS9uX7EDowd4flfQWJxz0YLaG3Ip5yv8S8Cs7EDrYqc9k4AXMSsoOmzErAlqB19qB0EU/8XfCweXAJ87TpQaYYQdCRy723CIiIiIDjRMO+oAQMKqbw1VAdqfXFcAYOxBq6IOhSS9xwsGxmMKQ4zH/jZ8C/t4RHIyvoiwG3tHlrXuACcA/gHuKC4uiF3ndYZjA+Pm2f3/NDoQ+fzHnlSuTiumISH/7Tfyrq65P2p4Bvtn7w5HesrhkyfSVjYFfYLZWvxt4E/BlYI8TDr6rU9fvc2aQEqAp/mci8BsnHEzh4n0Z2H6OYy7wbgUpRURE5HJhB0IR4G1A1/zu7ZwZpGwF3qog5aXLCQf9Tjj4JWAV8HnMwoAPAI8CzznhYGa8682cHaQ8jglSArwO+ODFXt8OhI4BS8/TZRXwwMWeV65MWlEpIv3OCQdtzJO/9wHjMJOnTZgVlYcwKy6/H59sySVoccmSOcBKD47/h8NePOy3na5VJR3gQUwg8jNdjsWAWs6cUP8fEIwf2xiN8uP3nbgmDGQBDcWFRe3djcMJB9OBbwHvweStBFOwaakdCP37ld6fiIiIyEAVX2X3BUxOymTgCDAaU2xnNfC/rzC1jgwA8d+lHgXeQPe70gCefrw+/4k/1ha8A5jR5dhKYFGn12uAo5ht4UeBR2vrk/6Vmd6ShClwWldcWNRtIMkJB+8EHgbGxpuiwC+BTygQLhdKgUoREelV8S0mm4CZANOTqrZ/LHfXtG66VmKe6JdzZuL3jcCcTq9XAgvolGe5odZ+8ouNc9PqHP98YHftxqxDLUdSqofcfWzs1p2jtjY0JgeAnV+at3LNO0bsuQEY2urYlb+oHnd0U3POv35e+Iu9PXnPIiIiIiJ9wQkH7wX+2KlpB9A11z+Oy+o/1Y7miYb8WWB13p20D7NYBOAgJl3Arafe51i7LcuttiwWAESj9pMvbpwwBrO1/CVMMNKH2WY+yMKdNTsn7J/ZVrVv75bB2/cfz3lqzaP3t/TcHcvlTsV0RESktwWJBykBtrVkTzvenrw23988v0u/PZgnwMMwT3KnA2mYp/1gknRXA4tcl1rLIhMgGuW46zLYY7kdK25bnBZPumW5ycBVjmN7gdnA6xs99jPATQBR195e0pw3DXhoccmSp4B3FRcWnezxuxcRERER6T1v6fI6EbNbqXOqP8e2mPTmrIPZi1JPHv9a2fRQg+OfiVkg0BGkXAVc5Tocsjq9s6ExsTQjvWVkx2vX5JkfhVk1GYlfZz5mzp/nYo3bWDmE0u2BnYk1PAhUL7znoY+tefT+X/XgPctlTDkqRUSkt83o2vBwxeTRrkvX7dlJnb5f+Ov9Ezf+7dC4la1RTwSTozQTmOa6tP72wKRtHR2ffTRrX1qmE/RaTkde07ZYi9dr+cyOgWjUjj+Uc1v2uGnTO95XFUvovP3kFnCf2n6wMPmV3qSIiIiISD+Y0eX1OEwF7852Ek+jFPC15j88dP1MC2ctsCHe9z/AtUBC4560qOtQDuC6VLZHPEl0WuTmOpYNtMVfdk7NFQXKOl74mgjEvx0EPLLwnofufcV3KFcUragUEZHe1ta1oTKWOOTxhmGr70g/dk28qRWY0rnPcydG2SvDwxdcO+TIc4ne2M3AbmAiUPLglvlTXjdi/0tp/nbPppVp1i1vrklOsaMdW0qisWZPip0Qa/XiHLJjVgzA43FK6x3/5KhrHfZa7sjj7cmnEstbuNXvz97bNiWp9uFvbr/74QUp5VXzU8qHAR5MoZ1ddiDUhIiIiIjIwHLWXBuz9fsoMDz+uqbzwRa89S72fOA5TCGd3QBO1DpQ+UzAbj2Scijn1nDuwSN56/OHVA+mU6FT17UsTgcomzld6TuDjgKYMfe43ebmYlkdb3vBhR9O/NJDVW3Z1h4gHZMvNTk+ziOlS5cpL6EAClSKiEjvW4MpkOTv3Pin2lHXTEyoXTM6oXEhJr/N7M7H99VnJY9Mrd+Y5W+b+c+145+bNON4i9tu7xmbWf8Gn+3uf93Td0f/ee0fEsdNawEof2/23pGfPzk75rqW47R4Er2p0cahvubjlpkIuSlJbVUAB9tTj4z1N2TVxPxegGQruvPLQzbn5HjbpgGpe1szbr0p9cRBTFLxjhw/TU44uLIq6v97trf9GGZCtdMOhDShEhEREZH+9B9OV+3ukAFUYAKJyZjCOKccaks9CkwGxmBWVFrRRs/jR4oKkp1Wb2L9tqw5dT7/P0+mpGSMHlE+1nXZYVmsBQpd17Lh1M6oRMxKSsAdDlYEIGVH9R7LzfJgkYVZtbkwmszatmzry5gVoKnx9rkAY0adfHRxyZIq4K/xc28qLiyq66kPSC4t2votIiK9qriwqBL45tlHLL5WNv2qZsezk46nr3ENEV/jiebUaUuC2+zj7cl7PnViYfqndi+w7//FLVmtjr0+y99aOya99thvHsnfNmRkWyuwO8/b2gi0T6mvb5w7qLwib3y1Wx31N0UsmjN8rdv/Z8raBp8VO/Dv2mEtP9077cVWx2uP8jes+d6wdRNyvG2Bhpj3P+2uNTqGNby8PanjKXHH0+ODwB0nIslvBP4NbAd2OuHggt751ERERERELsg3MHncuxqLmbNW0iWQ+XjDsEpgFyb1kg0M8qbGkiloq62eTKoLh2saU2KWRUu4PHNd6eE8j+sScRwOVlantSf42zfguq04rgvEEtzIv/IHV23HdXMCP9mzevCv9ju4bjVwGFjowv7KmUzD5M5MAOoxO5cAyM2uHwu8EVOd/j9A2eKSJd9eXLLkjIUOcmXQikoRETmDEw7awJuB12NyyhwGtsa/NtuB0Cup2vcAYAGfxlQFBCCKXf/Fk7P8XxmyKZBkO6c676sb9OI35z6ftWDokdTPls0Ze81Vu498LmVn3tv+ft3Wfx0cG52QUdn8fHjE1Le/deu+DcfHujNadrR+/99zj1aMSS9/bstQ6xMzN9YvmHXoBhsalxzI3uC6tveT6268JTWp9fERw/blfHBayYwT7Ymr7so87AHqfrp/6ubJQ8qShnqbj4A19m/7gk23zj1OzKXdY4HjUmGBu7YpL2NqUm3HMCcB/3HCwWvsQGjDK/hMREREROQK44SDY4APAtMwD+t3YubZG+1A6MjFns8OhI454eCNwG8xaZI6y8asXLy9oyHmEj7WnhLBrLTcA9wBlFQ+n9vYUp7s2tmcLLuKBCuK5bpWbP/Boe2A1diUFG1pSQinpLRGbI87IX0fa/x1DK+c4zYm7vGmRzZntea1uYeSd9WOdP3evViUA6Pj1291vdZYTGB0D1CP4yZgW9iW0+D1xiYBL2IK9YAJZt4PDAXedrGfiVzaFKgUEZFTnHAwCfgbcMs5ujQ44eA3gG/YgZBzjj5nKS4scoAvLi5Z8n3gZsyk4zDwWG0sYZzPcn8T77oRSJ2VU3bzrByTi/ualLLnhvubWhKsKKMSa6Kf2XRdM7jpYO9Yc2JEZGxK9eDvf3d0ecX0xIRZiVXNR2a1p1QOjzmh1owXpybVLIzEvGP2tGbsc2F7Q0vSlEf2TwlMGXZi9TVZJwfFYnbeWx5/7dZ9VuaYb+Y9c7zFSatyXfLdWr+vrt2/owFv6zB/MyciyU6qJ7LFwe76czMB+C6mWrmIiIiIyDk54eDdwG8wW6Y73NXp+CrgfXYgFLqY89qB0FYnHJwKLABmYXYFrcKkV/o8cJvjUvVc45Bdf6gdfVXE9dwUf2sasNZpJ9K0N81OrLV8iZXEookcdWyonOFG8Vl+IFrfkGL7a9z29v0pjbaX454otuVSTRSPJ0Zt+Uz7+rwStrZfNa4Wn9fFsqbgOJuw7VstKMF1G7CsPEw+zCRvI03RdPB6Y5ssi+uAvG5u7a2LS5b8qLiwaPXFfB5yabNcV+m1RETEcMLB7wIfu4Cu37EDoWU9eF0fJifkI8CQLofXAvOXrr3xiZKKoXNbPNbBcaNPtMx0a6v3Jiclv6n5WMuYkVXpH3vkzkgwtTrpWGqC07gvzWPDoLfdvH33ltac1JphkZuqq9L+YfvcYPXhzMrsUTXYuLHyH41KzZ1QW3VgZGLaR+a/WFMdTfTtLMtJuzPteMtThwsiUwaXt755zO6EsmhS8r62dB/Q8qasQzd2cwtZdiBU21Ofh4iIiIhcXpxwcBQmSJf4Ml0rgFl2IHSsp67dfGJiwf0n5n6syfF9pJvD4ZZjSXUnfjPqSHxsfqAs6oeaCSRGMgliWTtx3fy0/dT7mqlNrGVYzKK2cg6xWLJlA6OAQymlblvGEXc2Lm7Cyp2b2wvHZTgpicnRJMorZpOAx1oEPAOke2vcMjeRJCvVSZk3Z+9gy2IocBxTtbyzbxYXFn2mpz4LGfiUo1JERIBTqyk/cIHdP+GEg+N76tp2IBSxA6FngL90c9gCaIl57cq25OyZ6eVlj4x/duiRhhR36+PjfY8cmZjx/bKpzaWDUtM2bRvpqdmU7c9/85FZzcPcI7GKmKelGdtf7X+6ILdqcprVVjY8pbFx566RdSNjTc0tI6Nl0TS31Sr3lG9vzIrsbsuMeNKi1U948m4sfSbgnnD9nmUH5iX+as+Umn1tafWvzzicjNmW0rW6YlpPfRYiIiIicll6Hy8fpATIBR7syQsnD91d2uT4HsLkiOxsHxDwZrRnA1cBOZjUT9HGYfizdzApZzM1nibX423iRONosu0IqYBruURxiAItwG6irtfbRjttkT0J/964ya5tjjqR9ur6Ao5WFFpNeKwkYCUmd2ZrNMvyxpKs8a7rNFsWu4CngBDQdft7ek9+FjLwKVApIiIdpmDyxlyoO3phDF8Fyju9djC5dnZ8efaawS++7pGqHy14Oi/Z6wwaUuZaqQfsCQ8sWhvZdWio3/XY1eXzLGvc7SfrHhy6aeU9U/cm/PT/AlnP1o0t9DV7aHc9jW1PZHuTojEr3d82/IibSlsw5j/YkJXpr7CTqxuSfYCV629Jm+utePLu127l/cP2FOzYOzLzH/snzGp3vcEE2wW4GrOdZj3wAnAIONkLn4WIiIiIXD6uuoi+r+npixcXFh0Bvt2l+YTr0tC8L20HpkJ4FlAKzEpoINV22edv5FDeRgbnbME35AUa/U2kAnbrYNxYqpWNSYXk9TXhpJSTRKI/LTJrjAdI9JQ3JDflk4brZgB1QAA4ADRiqoWHhgZqkzDB0aGYIOYIYD8mqLkbk8NTriDKUSkiIh2yLrJ/Rk8PwA6ETjrh4CKgGCjETEyagKuHJp8qDJ4didrPbisZvsDbRs6qyiG7hhWEpxytzvINy61+4Qfznryp6oR3Q8uPK5LbF42O3DUitPrLs1eP+2X1uMr3fvxFbJurgO2/PzAx94GGkdbEqw83zsovS8mw2yO72zLz3561/+iJrb72W6+ueK1l8cJTN/9h7MHGzEPfPzql6lNHFmXPzi1bNT6j2hqW0pCa4W/N91juM94hoWhPfxYiIiIiclm5mLl2j8+z4z6HWQH5GSCx5XhiU9lfh7fFmrzXd+pjAS8lVXADZpv2vNoJ7GhPY3DeBiosuKklh6frC0gEanDcZH8dpByh3rWYgYvtDM2a7XrsXbRF9w1dza0n53HYTcCPyZmZjimueR2wtrwyY2R6WvP6QVlNw4EyIIwJfgbiX//opc9CBigFKkVEpMPei+xf2huDsAOhPU44OA8TqHyIbgrV1DUmTK2qS8nxZravW2/lpHq9nJg1rbS5vi4pdu9zd5XOr9ld3Vjf6ix/27rmUTnVQz90fP6Iwd7WattmwtS/vOfo+DHHfR47ZmeF3Ia9vmFZg31txz45ZbU32Y4lf+r4HG/5kIQ7RjW1PbutfEhLfXtCyJvT7JxoSU/fHB407C+HJ+R3HouFu/vA0t74JERERETkMrIXU+jmQvTKPDte4PLLi0uW/KBua+a7K58MfCueZamzwZgt4Q4mvVEocw/XJi+qeqLFGjTSda1n6kcRdfxWDBiVu4kKXzPXlM/laE2ytdPT5CbmbbR2td48Ldm340i6A6ttBzfmurOwLIDJmB1ULwCJjmvtycpsmoypUJ7CmTu8aosLi3osV6dcGrT1W0REALADocPA4xfYPYZ5wtpbY3HtQGg9JlfNWXIyW3KzchpXD73v8HBMQHNGW31C/ahIW/qvbvhH++552a+//5fHUxblH7sdiyawEn3EvNtrs9eNbauqrfyJ0/LSgRFNX/vAk8zKK68e721I8RMr3NmSuevDObtqPhXY+fjIpMZ5bxy1d+bKkyPcktKRzbWVqeP/eMPfDj5U+Owmnx073DEWF+t4b30OIiIiInLZ+NFF9L3QOfkrUlxYVFn55JCfgdV4ji5eYDVmu/oiOzFWkz29anDFjbGm1kFkZ5QyDLgNmFAx15p4YiGt0WTrpeSkFit/TFmkfC550cyEukjhuDHA0JytTMrczXor6mZgArZ+zMrOjGjUM9R1OYrJTXkift2Oqs+aZ1+BFKgUEZHO3ot5gvpyvmkHQid6ezDAd4Bt3R3IX3Iw05cRzQeYkFC76i9z/33LjxY+df1XyqeXWZb1bF3Ma5W2pT72YuPgyvkpZStHJDSFp2dWTUnb7Yl5ojDI2+b92u7C6NtnbGn7xMRNha2ud8/yiqm3PFA2O8truek+2628/2Shb/ak0tjEoWHPJ6duKH3Lc68b1hT1NW15w89z7xm1d6WFW0YvTyRFRERE5NJnB0KrgC9eQNcy4Ju9PBzWPHp/DfCxcxz2AIsAXIsj5RM9DSXbxl8dafGmWBY1qYMbj44fe2xtIK/62UBe9Uvpmc3rvd5oRlJiJNO1bW8s2WprHEa0MZ+QA47djp1USU7gBaYDY8yXm+L1Rg/OmnbAAmsUJt2TF7Pdey8mBdQfe/ljkAHIcl335XuJiMgVwwkH04ClwJ3AdCC50+E24BvAg3Yg1LVqYG+NJwv4FvBOzNNXYq5V8d6jC9IB997MQ5vvSD82HyDiWpH3H10QGeJtef4jg3YlPlA2c+yhQ4NP/H7eY8lZCW0uMKipwfb6E9xcj8/1Ljm6sNZ1LefrqZv3Dcluuqq4asxTzzcNGbF8yPq2u5+8Oz13TOW+BF+MjwV2pM1Jrbq6PWZHv7jpmhfKW5PTf7LwidyWqO/hzBE7l/fF5yAiIiIilz4nHLwe+CBmteLILoc3Am+3A6GLTcn0ii2856G7MIHRcZ2aHwduj/nZVD6Hca7P6qi8vRLcERODR7fnDGr0AnmY3w/8QDuwcNO2Uc81tyRfb/qyCNf9F5Z1vd3uHrcckmOJ1o5AXrU7NFCdXlWZXjNz9LHEqljizfHz78UU9WkERgMTiguLmpArigKVIiJyTk446ME89ZyImXysswOhmn4aSwYwFTMZ2v7ho1e/42N5L90/LqF+fEefdsd+vtX1TE/3RLI++uK1jzW+mJWctaDeeuLY6IL1r38kPcUbTYvfR+ILjXkbf1MzJvFNSQfrH3jwzoxJIyu81jW1Dd6hrVXfzS8Z8aG1txy5buz+2LoDowenJ7TV/+/sNT4gF8g60phW/5Ut81f95JonP2AHVEhHRERERC5e/IH8NCAHU+l6ux0I9XmQZuE9D1nApE7jiLVks6JmMm/EsuJJLN2KKRMPl2WmN0+xLLa4Lsn7SgOVo4ZXJPl8sTrLwgYWbd81clVdfcq1wA6gGmgAZgB74uevzkhvap847mhbbkJz9neHbRi9vy2tuqgqWF8eTRrtQIIFO12sLxUXFq3s689C+p8ClSIicslywsHfA2+Ov1zD6cI7LfuODdqUldrq5mQ2z26M+NzGiG9lILn5jvjx3dVRf3Ompz1z64m8l767ZRaba/P9uW3NkaRpDe7SQTt8bobj/XPzyFlT/nG8ZNibXd8bcw6l2hZXcTrj+I/tQOiDfXi7IiIiIiJ9omDF8kJMvkg/uNUzphysSUttHRM/vCoatTI3bhsXjUS8swZl1m+eNP5Yu2Uxb+/+oc+XV2YCjLdw9iUlt9U0NyemgBUFWm07anm97pC5M/ZPn5tc9vwgb1vbotQyX76/ZSZm2zdAFBjZR6mmZIBRoFJERC5ZTjiYgNkWPgtYgAkiHsfkuAnGu20A5gAVQCYmSfcQIAHgc8dnrYm5pM5obD50uC2Zw5UZztGVeRkNDSnT/99XHw0H/M1N1bHE9LEJDROBSPx8yZinwx+2A6EdfXW/IiIiIiJ9pWDF8kXgPjxt8qGkjLSWjl1MK4FrASsWs1rXbw6WxmKeSdMnl65KT2u9dv/BwS+cLMteAJCW2hxKT2s6dvxkTgNYXiA2Kf94++Dh1ddF8ZQM9jQHpyZV73pL1sHX2WYpQClwDBgO/AH4XH+sMJX+pWI6IiJyybIDoTY7EPoo8FtMkDKECUAGO3WbC7yAyaGzAaiK9wHg1vTjtV8aum3M7aMP3rAvLXlwZnOF50MTn7XesmjnhknJda2DvJHxY/wNTc/+JeMx16XGcQg6MeqBa4A/xLfHi4iIiIhcVkqXLlt5zbzdN2aktfgxlbjXYIrsWAAej5s4Z/r+wZbllO4/OHRYJOLZdrJs0IKO97e3+3yV1enZYL0eXF9yUqtn7ohjvtdkHN0wOaGa8lhSmsdyE22Lx4GngQJMQZ1k4DPAG/r4lmUA0IpKERG5LDjh4GLgYcyqye6sAv4O/A+QEW+rx0y6MgDaHXu/33bCrkOuZTMe2Bjallj+t6Lc9Hk319ekpMfSho9tTcjLj17d6bzX24HQ8z1/RyIiIiIi/W9xyZJ84DvAm7o73t7uqdq8Y8wa23YOtbX5P9rpkCmoAwwNVK4OjgqP+MnwF0ZasMmyKIi41k7HtZoTbMcHpGFyWl7D6WKeT9mB0K29dmMyIGlFpYiIXBbsQKgYM4E6lyfsQOg7wBsxlQQBtnA6aNnot51MYK5lE463zckvaM9c9t2jC3a8mJLr87t2lyAlnLl6U0RERETkslJcWHQc+CxwtLvjfn+sbt7s0Pvb2vyfwVQMBygHCjv65AxqdK9PPXnYtohZFhOALJ/lXpNgOwWYtExDMEHN5E6n1jz7CqRApYiIXDbsQOh/gRsxW0cimNWSW4A32YHQ1+N9nsFUNfwaML3T20uBlzDbwpM6GlPSnEgsah3616+y506a01TQzWWreuNeREREREQGiuLColLM3PkbmJzvADXAj4GriguLykuXLmsFXgPcB/yHTnPqtOTWpLsyD88C9gIp8eZWYCxQBxwCErtcVvPsK5C2fouIyGUpnjvSsgOh6Hn6jAWWAbcC+4GpmGqDNUBWvNu6H3w+n2MHElK//vvSKV1O0QgMswOhuh6/ARERERGRAWpxyRI/ECkuLOo2qFSwYrkPeCfwbnDHf2jR2u3LBu+8gU7bwTH55R1gArCNMxcRAHzBDoS+2is3IAOWApUiIiKAEw76gNuAccA9wHyAqrB35dtmT1r00F/3r55S2HxNl7e9zw6EftbHQxURERERuaQ0nZg4LsmO3YzZ4v1RTE7KFzG7mTq2fne2A5hnB0LNfTpQ6XcKVIqIiHTDCQeHAHlffOeo4OaVaV/458Ed+bZNdvxwA7DMDoR+2o9DFBERERG55DjhYAJmcUACsBTIx6Rv6vAU8E47ECrrh+FJP1OgUkRE5GU44aAFTAMmA7XAajsQaujXQYmIiIiIXAaccDATU+07FdhmB0K7+ndE0p8UqBQREREREREREZF+p6rfIiIiIiIiIiIi0u8UqBQREREREREREZF+p0CliIiIiIiIiIiI9DsFKkVERERERERERKTfKVApIiIiIiIiIiIi/U6BShEREREREREREel33v4egIiIyOXGCQf9wIeA+4AhwCHgEeBXdiAU6cehiYiIiIhc0pxwcCbwSWAuEAGeB75jB0L7+3Nc0jMs13X7ewwiIiKXDSccTAIeBxZ1c7gUeBD4tR0Ixfp0YCIiIiIilzgnHLwX+C1nL7yLAcXAg3YgdLjPByY9RoFKERGRHuSEg18HPvMy3Z4HXmcHQg29PyIRERERkUufEw4OBfYByefp1gK8xQ6E/t43o5KephyVIiIiPcQJBwcBH72ArtcB3+vd0YiIiIiIXFbu5/xBSoAk4HdOODi6D8YjvUCBShERkZ5zK2ZydCHe4YSDOb05GBERERGRy8jdF9gvCXhfbw5Eeo8ClSIiIj1nDLAK2AGca1t3O7AGOAZ8ro/GJSIiIiJyyXLCwcHAQWA9cOQ8XfcDLwAfdMLB3L4Ym/Qs5agUERHpAU44mAUcBVI6NR/BTKhmA/WYidNEoGPSVAPk2IGQ04dDFRERERG5pDjh4LcxW787NAJ7MKsnJwNr49/P7NTnQ3Yg9KM+G6T0iK5VkkREROSVuYEzg5QAI+Jfe4GRwLVdjmcBGZiA5RXNCQfHAqOBMmCngrciIiIi0snru7xOBebEv38ekwO+q4JeHM8lwwkHU4BZgAfYagdCtf07ovNToFJERKRnZJ3nWAUwvpv2Fs69Rfyyt7hkyUzgi16cq38ynEGWhT9+aI8TDv6XHQg915/jExEREZEB41xzbQeYco5j4V4ay4DnhIOJwCeAtwMnMYsqANqdcPD/AZ+1A6GW/hrf+ShQKSIi0jP2nOdY4jnaH7UDoWhvDGagW1yy5A7gb4Avik2r69mVZMUmxQ9PAJ50wsGfAIeB39uB0NF+GqqIiIiI9L89wMJu2l8CpnbTHgP+2qsjGqDiQcqnOf15dV4Y4Qc+CuQ54eAJ4FngiYG0m0nFdERERHrGWmDbOY5ld9MWBb7ce8MZuBaXLBkM/AbwdbQdi6RUdem2Hfgw8C3ggBMOfrTvRigiIiIiA8wPz9Fef472n9qB0MHeGswA9xXODOqO6KbPbGAZ8G9grRMODu2LgV0IBSpFRER6QPwp5H3AiW4O53TT9mM7ENrfu6MasD4AZHZu2N6Sdb45iQ942AkH7+3NQYmIiIjIgPV74PvdtHe3O6kJeLB3hzMwOeFgOvDfXZoDmDzwHbYBwU6vrwL+7oSDnl4e3gVRoFJERKSH2IHQHmAa8DAQiTefANK6dN0BfL7vRjbgFHZtWN0YGO+6NMVfHsI85e3qgV4ck4iIiIgMUHYg5NqB0EeA1wG7Oh3ydenqAh+0A6GTfTa4gWUqkNBN+95O37d2c3wOcGevjOgiKVApIiLSg+xAqMoOhD4OjAU+Dfwak2cR4DjwELDQDoTq+mmIA8FZT77rHH/O1pZBG+Mvz5WPcpITDmb03rBEREREZCCzA6F/YhYG3A18D7MooBVox+RbvMEOhH7dfyPsd+fKfz8J8zkdB+aeo8/8XhnRRbJc1+3vMYiIiFz2nHDQsgOhK/aHrhMOjsVMirx/qhl13WMNw94K1hlFhlLsSP338tdVeSwGA8nnOFWGHQidKxeRiIiIiFxhnHDQArPqsr/H0h+ccDAZWACMBJKAD2ICk12tjP+56Byn+oYdCH2250d4cbSiUkREpA9cqROnhfc8NKrlyMTfAvuA3wKfvDfr0Hu+MmRzebantaRz3ybHl76qcfABzh2k3KEgpYiIiIh0Ft8WfsXNtQtWLPf8ed1r3oHZjfQU8FPgvcAEYBVQ0+Ut84HJ5znlmt4Y58Xy9vcARERE5NK1uGRJKvB+4EYg0XXZcORjg37vW39oW/qSSbdB2p/+vmbSpjfdsKPjLckA+b7mEQ/lbxjxQmPexl/VjE1pc+0JYFkBX6v/PJf7Ru/ejYiIiIjIwFGwYvkC4D3AGExBnD8Cz2Bycf7xwc0LFrx+xL4mj30qTtuKWZR4LVATc6xVtuXOsCzSgTq6L/IJsB14ovfu5MIpUCkiIiKviBMOzk22532j2fHdcKqtxTPIPlD92vd+4cSBWa8/OvXdX7vH88O/XHXNaxfs3pOUEJ0ApHQ+x4LU8ukLUsurmhxvw/aWrH153pbj57jcV4Hf9eLtiIiIiIgMCAvveSihcRifYozVtXp5Gq77S6ARyyptjPpTv75t3o4vzHxxcPx4pFPfrHUVQ3nXyjvTp2RV7L91WGnoAxO2zbAshnY55z7gLjsQivXS7VwUbf0WERGRi+aEg1cDq5bl7hwBbltHe936jCq7sm7c/NvrfGPyq0e95qZdz8Vcm0/98DbXdYkBmV1OtR4IpNjR9KtTKmZne9tnY6oOfhv4A7AcmGMHQl+4Erf0iIiIiMiVZeE9D9nAoynHeNDT4q7vdKgUSPc2shXw4rpjrZi7+5f7pl5d1pK8Kd7nVLDRdWn/7IZFQReLHTV5Yx/aMe+O6x97y6cwOSwfiX+9H5huB0KlfXJzF0CBShEREbkoTjhoAz8DEgsSGsfenHZiPYDr0lj/nwR71sLGFw82BCKOQ9WHX7N+dONIXti2f+jE//3lDVsPhzO2uC5O/FTNwPgupw8Clh0IfcoOhO6zA6H77UBoEyIiIiIiV4a3AXdaQO5mJuC6J+PtR3Dd4dk7yfDXsR3Lyks7SDUxDtzx5L3jnjo2amW4OfnUAoJnT4x88URzWqDziY81pd9tB0I/tgOhxfGvn9qBUEsf3tvLUqBSRERELtZUOlUSfEtm6bXJVmRHpMa/I/FopeetD9S5n//xLd4v/+LGwym+6ITB02pHtOSy8umNY6e943/fHHl2U8HTQBjYCOR2c/6xfXQfIiIiIiIDzVs6vrGjZGTupSM1kp18kgOedk5kb2e0FXV3tgzGzd2Ev64toem/1t6a/ZZnX5d7vCl1nevS8IVN13RXOGfAz7MVqBQREZGLld/5hWXBO7IOtJX/Y0ja4KSa5gd/e0v7fXdsizy3ecys7fsHr5o+7NiumklMn7rg6OPAtZlprUmABczrl9GLiIiIiAxcZ8y1k8qY42l2n8B13bTDtOM4iVbUqcnejh+I+FpoCPyntZS2mH20OWPwon+/beaNj91XUtGacq7COQOaApUiIiJysQ51bZiVUJUTXVVbdSht/CArM+Y8nZZjtwScx/77u69nyz8Kkn5z6992/PCtj7/umukHV37xpzfPiDnEIq51os2x90Vd60jMtfYCa4B1mByVIiIiIiJXokOdX1hAYjW2txHL0+Ym+lfviSSs3l2WtLPiSO4GJ5u6ptLkf21bMPzbOzJwXB+w7khThgscwOS1PAJsAlYC0YIVy4f38f1cFFX9FpHLlhMODgc+BiwATmCWuW8EXgAcTH48B3gtcANQDQwCdgA/Av6h4h0i3doNbADmdjTUVXnLreZWIhOGtu/MJDXnhSQ3ZVRLo1We6IucTGidmlCd1RbxrPvykmeufeMX3rb5g0/f1BSd2HatebfrfmHwtv1jEhoWxk93lRMO/sgOhPb3+Z2JiIjIyypYsdwG7gPeCniAMcDR5KTWR2dPL21ubEpo37JjjH/2tP1Jycnt7wVGY+bhQ4DHgG8XFxZV9tf4RQa4YuB1nRsiSSTlbMdjH6lss6sbBmFbFf7NpVmxQ+WHY3np6VjWKl9l6+y8X+3fW/7OsRlY1hggLf72tcD8Tqf7IqaIzoCkQKWIXHbi1Yj/C1OUozDevAaYGotZXo/HnYzJi1fjuqRbFsOBBKAVs8w+H7gNeBj4eB8PX+RS8WngT0A2cLC5wWr49HcPpkwdu87KzWia+4an79r0wcnbYlNvrvS94al72q5Z/p6WlBPMG5Jdf3LedfvDeyf67uw40Sh/4wudgpRgHhzfDChQKSIiMoAUrFieBvw3MBO4N958GBgJjLNtpxXISPBHU4AZMcd+GpgV75cBTIl/vW1xyZLriguL9LNepIvwfJ7KK+H3dpT7gHYX1qcfxGNHqXeG51zfOjhjrdUWGZfw7E6va1uHvMeq/a2vnzsPx436wzWW1RAJuOn+jiBlK+ZBQWe39e0dXRwFKkXksuKEgx8Dvht/ub7zIYBdh3MPTS0oz8akvrDaXbs8wXLqMROoaJfTfcwJB5+1A6F/9vKwRQY8JxycC7wHszI5B5jhulR8u3zKzo/l7iwfOa6tcCQH0oD2f64f98R7pmzxfW3LgkFfnfN8y8r7fj3rvU/euTZ8IpeTVelDGvaNTB088QQAHpzDn8zbMb2bS6b02c2JiIjIyypYsTwfeJ7TxTgOYgIgyfHXleD6AVxwATyeWKzTKTydvs8HHllcsmRBcWGRdjDJFa1gxfJU4H3AdUAtPuvt4QXY3kb3qcRK2lOPMcbfxESAmM9aFbFbGxO9KYdbXzsHvJ57PAfLSuzyuhJncOZVsfzsCW4aSZ1Ovwmzw7CzAT3PVo5KEblsxAMp3+nUVOi4HIh/77ou0b9smBhzXRzigcoGx9cINMb7dA1UgvmBIXJFc8LBzwAlwAeBm4gH/i2L3NL29DE/rx6f4bpYwOqWJntbSSTR8/SGcXxw5NYTy9bfNOKJYwWbH7ntH2NmBo8/D+DLaj/1i8rVKeWHku1Y2tlXZWtv35eIiIhclF9wZsXgY/E/s+J/7sS1EogHKcFtS0qMjAEa4sc7ByoBrgYm9cpIRS4RBSuWjwa2YX6PfR0wjXisLppqJTSOsm4PL7ScyunsiqTwQvsg2qqvTR/ZONLT1JbpcYDt0YLB0VheRgpQi0UFltVx+irgqm4uu7W37+vVUKBSRC4nH8BsGe1g/e3wuNK2mH2oui2h9WBZ1outeTG7ucFuJf7v34m25EgkakWiMes4UMfpiVSHcX0zdJGByQkHbwa+3qW5I7hPnrclvL45b/bWlkGrgOlOjIbtH7GG1yW0uT/95dXDWyv8VZ/fuOjqqX9977inhw6Z3zCc1b68tviODtd5Q8aRCd1cdgfwXC/dkoiIiFykghXLx2DSsnQ2GlOcowGTriWC5UYAF5eYx+PssyzSgNXx/lXdnFpzbblixXO9/hEo6NQ8rNP3XkyAP7E904pUzLGG10yy/FhWU/1YK61qFv7wPLJOXsP8k4usKeWzqGwbxJ5O73+J7ndSf6/Hb6YHKVApIpeTiV0bhqU0JLzxmbsij1WMaP7qhqvKh46uav/dujE1zRHvkeO1KccibXbEca2sn/5r7ktH2pIbgGcxE66VmEnVnq7nFLnCfKabtlMTnjxvax3A6qbBKUDsaGlCpLXcGlr9TJZrRyBnO/UJVe56HPd4xPX4Gwqsa9qyrP1Ae46nbUO2t21wl3M3Ae+yA6EYIiIiMlCcNc/GBFTmJPjbV/l9bdtSklrq0lObaxyHGp8vVjau4OQuYC/gA/4F+Dk9z16FKXCpn/dyJbsBmNOlLQdTCBZOp1UYDkwFjmP+f2oGMrAsj5Ng7cGyNmFZsWiaNbZ6ijURs0Kz431d/QIY0KnNlKNSRC4nXVdDkuKN2ENSGk+8fdi+u24PHNm5oyWr7v85M/27SoYe3rpvWNJt17xkffulwoMNVanOiZ/GrPfcuHP26IltnZMN1/bd8EUGFicc9ALXdnPo1OoHv2VyT+1ty7CArAkzWm59/QstT2ywq267M2nL44/+YF6GtTNjvovbcv3toSffs2jzlFFp9bc/UZ9/4xBf83zME+RczHbyZ4BldiC0s/fvTkRERC7CWfNswz02fcqh+Qn+6B6g4djJQWmRiKcuISEWyc2uN1tRIYJZJFUHvKbLCfJ7b8giA97152g/CAzldLoEG3gRk2tyM6YgVQuwAZPXMhVTn8GL2Tr+B+BzmOKXozC7Dk9gajl8t3TpsgGdF1aBShG5nDwJ3Nq5YUhSk/PD+U9dA9DieKqfawy0+n2x2F1DD4z976lby6pjXmtjaGj78OG1vqNr8j3P//34rtETw7XAECDA6adZIlciD93PFXKBA67LsCbHVw4cb3Z8Gb+uHrPuOqssVmLlXW3jvHBz1vG8e770h9k//nvhY69dsHtGfm7Dqf8/b0s//gU7ELrNCQcfwlQOb7QDoZa+uS0RERG5SCWYoGNm58bxY4/VJ/ij44EjsZhVd/ho7uxo1F7b2uZPCxaccKtrko/7fTE7JbXNamxMsrye2MrExMgQ23ZHWhYJaK4tV7aEc7R3pDOrwwQjbWAysAWoxlTyfhGTjuEEUM6ZBXPuB35funTZooIVy1OAJKBqoAcoOyhQKSKXkx8DSzD/iAMwKLEV4mkumh1P05FI6pzPL1hfOSGxbiKwKrspgUiT175u5KHW+768KwlTKKRDA8qTJ1cwOxBqc8LBHZitJqc4LtXfLJvatr89vd3Bvh6zlWvfUxXDsop+fG0tHmvfLffuqPlFUnDEzpas2Ffu3Dgl4Gsb2uX0tzrhYJYdCNUAFX10SyIiIvIKlC5d1lKwYvkngZ+ebnWrcrMb5sZf5FVWp1U4jmf70eN5NyUlth1zXVL37B9ek57a4o4aUZ60fdfoTqvHXDcpsf1ISnLbVgr78k5EBpRN52hvB+oxO47mAgcwwchaIBEoxVTuTgFO0v0OqHuBTaVLlzVhUitdMpSjUkQuG3Yg1AzcCPy7U/Op/HeJVtQzMaFudzxI+RIw22s7zUW3PzXomlFHMzBPmjpLw/xAELmSfaPjG9fFPdSQvm7pnms27m3LnBhzbW/TweSVrksMuK7if6zq66cccuw2sp59Jpi2rSV7msdyDwz2to04x7ln9MkdiIiIyKtWunTZz4D3ATUAiYntodPFhck/Hs4aAowFl2mTD1VGo96dc2ccyBo5vMK/Y/eo+ZzxYNKyWloTBlVWp2tFpVzJ/gLs6/T6OCYV0hggPSGhPWbbzv7465NAGyZ4ORKzIwlMsLI7s3plxH1AKypF5LJiB0JlwGuccHAUZmXlzZil87l1TkLj0tyXFsa7HgYGpSRFbkshAimt7ZyuSNjZo30xbpEB7HfA2NL6jNs+vPaWofvqB80DSE9r3pMSjh2yNqbeFrj76MrEQfVpzur6a4M3nHyuLq1974ZjE292Yxx/S25pbadfYrpKPucRERERGXBKly77WcGK5b8G5g4dXDMCswV1suvS1tSUXAtMzx5Uv9Hvi7UDCwESEqLMnnZg/cZtY23XtXI7ne6vpUuXRfv8JkQGiNKly9oKVix/LVAMRIGrMXlbWy3LWTNn+oHR0ZiduX5TMALWYEzxqQrMzr8m4otvznH6S3aebbnuJbFFXUTkVXPCQT+mgvFCTACzq0bME+KO6mjftQOhT/TR8EQGtIIVy+uA9I7X7xy3Y92Hx27JXbdjRPXPN0ytS551osXOs29yG9zGtpLooYQb/OPtBLfxm8M2uoN9redKlD/CDoSO9s0diIiISG8qWLH8qpTk1i/MnFp6lWWR2/V4bV3y8zt2j7ou/rICmFO6dNmRPh2kyABUsGL5Z4Cvd2qqtG1nt98XLRg/9njpvtJAbXNL0gRMQcvNwCBMzvh1mB2F3flB6dJl/92rA+8l2votIlcMOxBqtwOhB4GV5+iSipk01WICmvf30dBELgVrOr75duGzK/9n5tp52WktY267eu/wofccm+Md6bnFn+SWePLs3OTX+Od6kkm3PNbQH1ROPHSO8/1ZQUoREZHLR+nSZetnTSt9j2V1v3MzI715UUZ60y7gP8ACBSlFTlnT6ftjQKvj2Ne0tvnzt7002m1uSXotZlFNGWZL9yjMlu9r6b4gVRT4Qe8OufcoUCkiV6JvAr89x7F9wGA7EPqmHQg5fTgmkYHuy+BGf7Lw8ZV3jdq3CCDiWge/WjajsdHxZYIb+fKQzaM/krNrG7j1HW86Gkm5qjyS2HUCVQp8pA/HLiIiIn2guLCoArgbU634DJZFzaTxR99funTZTaVLl+07+90iV6wXgCeAg5gUjcMw27xXcrpQTgMmOLmu0/t8wP5uzresdOmy3b022l6mrd8ickVywkELuA24BxiBeTr1J+CfdiCkfxhFuvHoujvvvmvUvl8AL0Vdog+XT4m91JZZCFbyfOvkU+8bvv8W16XtMydmHy2PJXcUp0pMIHryi0O2pef7mn3An4Ev24FQVf/diYiIiPSmxSVLApjCO3MwgZcS4EfFhUVl/TowkQGqYMXyTEx9hGGYwjkxTEqycZiH/AFM3smVwCRMftgETD2GXcA8YD3wjdKlyx7v4+H3KAUqRURE5II54eAWOlXrbox565fcN3lHZlVL/rs/Gz5cPjK17a+JY245+53u88WFP7++70YqIiIiInLpKFix/M3A77s0/wdTZGcjJng5C8jo5u0LSpcuW9u7I+wbqvotIiJyGXHCQfsTxwv9NbGEWHFhUaQXLpHU+UWyFU1vLHHyayOJef95NOtw6QeHDCOxu7dZDb0wFhERERGRPlGwYrmFSaGYCDSXLl3W0yv/uptFJ2JWUqYCYboPUkI36RYuVcpRKSIicolzwkGfEw6+yQkHNwKRQZ62bUDL4pIlzy4uWdJdhftXY2PnF9s3pGyKJdoNN91Xs+7+Hx69yh3kHXyO9z3Ww+MQEREREel1ix79zKiCFcuLgCpgNaawzdGCFcu/WrBieXoPXmpjl9cu0AZsA4KYHJXdOQRcsjkpu9LWbxERkUuYEw7eCfwYOEA82fZ3yyfv2N46aGqnbp8sLix6qCeut/XgVdf7LOeBsmgSW5oHZb7UmjU5hu1Jt9urR/obX9jROui1Xd5Sj8mhM7q4sKi5J8YgIiIiItLbFpcsyQR+HItZr127YUIzWNmYYOKcTt32AteWLl1W3hPXLFix/DdAPqZQzlggL37oKWAKMLRT91ZMjspPlS5dtqInrj8QaEWliIjIJcoJB28A/oGZzMwBagGS7Whbl67fesvPFhf2xDW/WzHlqm+VT7u2uHrctdtbs6fFsD0A9Y4/HA9SbsYk8i7FPAFOB6oVpBQRERGRS8XikiUezDz7TR6Pm5STXb8zfsjfpet44DsFK5a/6tSKBSuWJwF3A4uA+ZwOUhL/3gbWAtsxqzsTMQV1jrzaaw8kClSKiIhcgpxw0Ab+j9M/y5Mx20JI80SinftGjzsllR9qXnOzfe8vbrbvPdeWkQs16RztFfE/ZwFXAQWYiRPA+MUlS6xXeV0RERERkb7yNuCajhdjRoWngdvC2Xkkm4CZQKhgxfIbXuU1R3VzfgAHU8wygAlgTgOyOx2f8CqvO6ComI6IiMil6fV0CRrGHEZYUJnjaW0/1VblbC6/r3EWMXwuvDPjV1mZi0uWTAU2AA8XFxatv8jr1p6jPekc7QD1xYVFyjUjIiIiIgNe/AH7Zzu3+X2xrNSU1mcam5I6p1dqB/ZhgogADxSsWP5zTNGbPwI/Kl267GJ2FdWeo93G7FYqOMfxy6aQDmhFpYiIyKXqDV0bHMf2vOWBN7WvbczzFvjrV49x654sf2PjBCL4AFomZKy28z25wBjgPmDde0re/T9OOHgxDy7/eY726ZjJWneeuIjzi4iIiIj0p/F0s0oxLbU5BZPiaB2wMv41I364BrMaciRmd9FyYPOkjz0w5kIvWrp02Ulg0zkOHz1Huws8faHXuBQoUCkiInJpyuna8Nunpx+ZNKoy/MDQrfO/GNg27fMjts+02t16gGi6b2N4yfg5rW3+ps7vmZ5UfQNw0gkHP+WEg54LuO4zwJ+6aU/A5Mrpqhl44ALOKyIiIiIyEJw1z3Yc69DJskGFmOrb8+LNHdu0m4ASuj60d9ycwM/2bLzZvvfxm+17L3R79kfOOo9xrvjdj0qXLtt/gee+JChQKSIicmkKdX5ReiJrbdG/5ix8843bO7aXbLMs8pJSnEr/It8zRx+YHnV9dkpNXcqpLdo27on3Z++9CjMZ+ybwiBMOnjeXZHwL99uBh4BIl8PRLq9PAHcUFxbtufjbExERERHpF2cE/lyXxq07RztgncCstAxjgpWJwAHMKssRmLnwqcI2mc+c2OVpjmUCtwHrb7bv7bxtvFulS5e9CNwA7L6Acf4E+NgF9LukKFApIiJyaSrCJNYmErUPf+ihN8wAi2G59ZmYydX8TStTdzZHPZ72jwd8ju2NAnU1tamjOk5wX1bpkQTb6Zyw+63AnS934eLCovbiwqJPAsMxW8jfgymicx2wFLOC8j5gXHFh0cpXe6MiIiIiIn2luLAoDPyt4/XhY7nbmpoTCzABSoDDmN1EfuAYJkg5ERNjOwFgtcX2DHr86MJOp00HfnQh1y9duuwFYCpwLfBeTMqnu+JfXwKWAZNLly77QOnSZedKvXTJslxXue1FREQuRU44+CHX5f8++YPbd5fsHj7F541Fnnm4KGJZHAQmv3n6pM1HZwyrLb9zVBCswcCL2Vn1GZPGH5ueYke2/1/+umnW2esnf20HQu/o85sRERERERkgFpcsGQw839rmq9+wZWwhWGByUiZiclBuBbIwBSX3AbOBNkzgcvKQH+3ekbynrrsVlMOfdv50rA9u4ZKlFZUiIiKXKDsQ+n9/em7qNSW7h3sAZo47sdey2AhM3rY2ZXdVU6K3/PZRN4B1CPABVl1D8ijXpfHDObu93QQpAYb22Q2IiIiIiAxAxYVFZcDcHbtHPAdWLN6cCIyOf+9iqm3nYVZT1gIZQJW3snX9OYKUoLn2y1KgUkRE5BJ231sffRGzNeTGGeNO/Jh4hcLlnxhRd+LDk9KwLYg/AgacaNSbMa6ldc3ExLpJ5zjlkXO0i4iIiIhcMYoLixp3vf9znwFGAUuAHZjA5E5MAZ1pmByVgzCrKyHqZA97eGfwPKfVXPtlePt7ACIiIvLqrHn0/hjwLPCsEw4+vWdz8qcPZAdGt+endDzxHdXR18Kt/NiYrdee53SP9OJQRUREREQuKaVLlx0Dfl6wYvkjmCI3NwDXxA+fAMZgclaSvra8ytMYnXyOUz3ztPOn8DmOSZxWVIqIiFxG7EBo76Q7tr6n7O3j/hfYhJk85Xccf9vYl3al+CLJ53j7Y3Yg9FxfjFNERERE5FJSunRZtHTpsu8AbwN+AbQAnlMdYu7R7H8cnneOt7vAp3p9kJcBFdMRERG5jBWsWD4SuAUY5bFix7fd9YtPJ3pjI7rpWgEU2oHQoT4doIiIiIjIJahgxfJkYB6wELCz/3IwJXNV2f3n6P6Vp50/fbHvRnfpUqBSRETkCuKEg/nA14E3A37AAR4HPmoHQgf6c2wiIiIiIpeqm+17LWAx8AXMdnCA48BXgB8/7fxJAbgLoECliIjIFcgJB5MwVQfL7UCoob/HIyIiIiJyOYgHLIdi0i0eU4Dy4ihQKSIiIiIiIiIiIv1OxXRERERERERERESk3ylQKSIiIiIiIiIiIv1OgUoRERERERERERHpdwpUioiIiIiIiIiISL9ToFJERERERERERET6nQKVIiIiIiIiIiIi0u8UqBQREREREREREZF+p0CliIiIiIiIiIiI9DsFKkVERERERERERKTfKVApIiIiIiIiIiIi/U6BShEREREREREREel3ClSKiIiIiIiIiIhIv1OgUkRERERERERERPqdApUiIiIiIiIiIiLS7xSoFBERERERERERkX6nQKWIiIiIiIiIiIj0OwUqRUREREREREREpN8pUCkiIiIiIiIiIiL9ToFKERERERERERER6XcKVIqIiIiIiIiIiEi/U6BSRERERERERERE+p0ClSIiIiIiIiIiItLvFKgUERERERERERGRfqdApYiIiIiIiIiIiPQ7BSpFRERERERERESk3ylQKSIiIiIiIiIiIv1OgUoRERERERERERHpdwpUioiIiIiIiIiISL9ToFJERERERERERET6nQKVIiIiIiIiIiIi0u8UqBQREREREREREZF+p0CliIiIiIiIiIiI9DsFKkVERERERERERKTfKVApIiIiIiIiIiIi/U6BShEREREREREREel3/x8v0k/DcjXNtgAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 2, figsize=(24, 12))\n", "\n", "tessellation.plot(\"convexity\", ax=ax[0], scheme=\"natural_breaks\", legend=True)\n", "merged.plot(percentiles_joined['convexity_50'].values, ax=ax[1], scheme=\"natural_breaks\", legend=True)\n", "\n", "ax[0].set_axis_off()\n", "ax[1].set_axis_off()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Clustering\n", "\n", "Now we can use obtained values within a cluster analysis that should detect types of urban structure.\n", "\n", "Standardize values before clustering." ] }, { "cell_type": "code", "execution_count": 38, "metadata": { "slideshow": { "slide_type": "subslide" } }, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
area_x_25area_x_50area_x_75convexity_25convexity_50convexity_75neighbors_25neighbors_50neighbors_75covered_area_25...openness_75degree_25degree_50degree_75closeness_25closeness_50closeness_75meshedness_25meshedness_50meshedness_75
03.9072323.7441422.446186-1.143424-2.938231-3.733482-2.119526-2.288624-2.2851254.403142...1.5459971.1624600.7540770.390482-0.160493-0.376773-0.5699811.3565581.1867970.666247
11.1929251.4491912.020484-0.173765-0.3330450.415801-1.727120-1.477709-1.4629613.880431...1.7864100.1239910.7540770.390482-0.113155-0.333712-0.4071010.9622001.1867971.063455
22.5354272.5452642.446186-1.143424-0.124355-0.267492-2.103782-2.230578-2.1819942.992171...1.5459971.1624600.7540770.390482-0.160493-0.376773-0.5699811.3565581.1867970.666247
30.0741240.7058282.680086-2.129171-0.1675820.382748-1.726925-1.199249-1.2734250.519354...-0.172044-1.433713-0.3633381.010911-0.509939-0.498467-0.4233210.5830100.7772690.362500
42.9839272.5452642.216600-0.710405-0.124355-0.267492-2.065064-2.201966-2.1819942.896085...1.5459971.1624600.7540770.390482-0.160493-0.376773-0.5699811.3565581.1867970.666247
\n", "

5 rows × 60 columns

\n", "
" ], "text/plain": [ " area_x_25 area_x_50 area_x_75 convexity_25 convexity_50 convexity_75 \\\n", "0 3.907232 3.744142 2.446186 -1.143424 -2.938231 -3.733482 \n", "1 1.192925 1.449191 2.020484 -0.173765 -0.333045 0.415801 \n", "2 2.535427 2.545264 2.446186 -1.143424 -0.124355 -0.267492 \n", "3 0.074124 0.705828 2.680086 -2.129171 -0.167582 0.382748 \n", "4 2.983927 2.545264 2.216600 -0.710405 -0.124355 -0.267492 \n", "\n", " neighbors_25 neighbors_50 neighbors_75 covered_area_25 ... \\\n", "0 -2.119526 -2.288624 -2.285125 4.403142 ... \n", "1 -1.727120 -1.477709 -1.462961 3.880431 ... \n", "2 -2.103782 -2.230578 -2.181994 2.992171 ... \n", "3 -1.726925 -1.199249 -1.273425 0.519354 ... \n", "4 -2.065064 -2.201966 -2.181994 2.896085 ... \n", "\n", " openness_75 degree_25 degree_50 degree_75 closeness_25 closeness_50 \\\n", "0 1.545997 1.162460 0.754077 0.390482 -0.160493 -0.376773 \n", "1 1.786410 0.123991 0.754077 0.390482 -0.113155 -0.333712 \n", "2 1.545997 1.162460 0.754077 0.390482 -0.160493 -0.376773 \n", "3 -0.172044 -1.433713 -0.363338 1.010911 -0.509939 -0.498467 \n", "4 1.545997 1.162460 0.754077 0.390482 -0.160493 -0.376773 \n", "\n", " closeness_75 meshedness_25 meshedness_50 meshedness_75 \n", "0 -0.569981 1.356558 1.186797 0.666247 \n", "1 -0.407101 0.962200 1.186797 1.063455 \n", "2 -0.569981 1.356558 1.186797 0.666247 \n", "3 -0.423321 0.583010 0.777269 0.362500 \n", "4 -0.569981 1.356558 1.186797 0.666247 \n", "\n", "[5 rows x 60 columns]" ] }, "execution_count": 38, "metadata": {}, "output_type": "execute_result" } ], "source": [ "standardized = (percentiles_joined - percentiles_joined.mean()) / percentiles_joined.std()\n", "standardized.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### How many clusters?\n", "\n", "To determine how many clusters we should aim for, we can use a little package called `clustergram`. See its [documentation](https://clustergram.readthedocs.io) for details." ] }, { "cell_type": "code", "execution_count": 39, "metadata": { "slideshow": { "slide_type": "subslide" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "K=1 skipped. Mean computed from data directly.\n", "K=2 fitted in 0.09209084510803223 seconds.\n", "K=3 fitted in 0.17666196823120117 seconds.\n", "K=4 fitted in 0.1387166976928711 seconds.\n", "K=5 fitted in 0.1958770751953125 seconds.\n", "K=6 fitted in 0.2466108798980713 seconds.\n", "K=7 fitted in 0.25217103958129883 seconds.\n", "K=8 fitted in 0.23486900329589844 seconds.\n", "K=9 fitted in 0.2962191104888916 seconds.\n", "K=10 fitted in 0.39074087142944336 seconds.\n", "K=11 fitted in 0.3091151714324951 seconds.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/Users/martin/mambaforge/envs/stable/lib/python3.9/site-packages/bokeh/io/notebook.py:487: DeprecationWarning: The `source` parameter emit a deprecation warning since IPython 8.0, it had no effects for a long time and will be removed in future versions.\n", " publish_display_data(data, metadata, source, transient=transient, **kwargs)\n" ] }, { "data": { "text/html": [ "\n", "\n", "\n", "\n", "\n", "\n", "
\n" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/javascript": [ "(function(root) {\n", " function embed_document(root) {\n", " \n", " const docs_json = {\"7624323c-475e-41d6-a8db-4102e9cabdba\":{\"defs\":[],\"roots\":{\"references\":[{\"attributes\":{\"below\":[{\"id\":\"1012\"}],\"center\":[{\"id\":\"1015\"},{\"id\":\"1019\"}],\"height\":500,\"left\":[{\"id\":\"1016\"}],\"renderers\":[{\"id\":\"1039\"},{\"id\":\"1045\"},{\"id\":\"1051\"},{\"id\":\"1057\"},{\"id\":\"1063\"},{\"id\":\"1069\"},{\"id\":\"1075\"},{\"id\":\"1081\"},{\"id\":\"1087\"},{\"id\":\"1093\"},{\"id\":\"1099\"},{\"id\":\"1105\"},{\"id\":\"1111\"},{\"id\":\"1117\"},{\"id\":\"1123\"},{\"id\":\"1129\"},{\"id\":\"1135\"},{\"id\":\"1141\"},{\"id\":\"1147\"},{\"id\":\"1153\"},{\"id\":\"1159\"},{\"id\":\"1165\"},{\"id\":\"1171\"},{\"id\":\"1177\"},{\"id\":\"1183\"},{\"id\":\"1189\"},{\"id\":\"1195\"},{\"id\":\"1201\"},{\"id\":\"1207\"},{\"id\":\"1213\"},{\"id\":\"1219\"},{\"id\":\"1225\"},{\"id\":\"1231\"},{\"id\":\"1237\"},{\"id\":\"1243\"},{\"id\":\"1249\"},{\"id\":\"1255\"},{\"id\":\"1261\"},{\"id\":\"1267\"},{\"id\":\"1273\"},{\"id\":\"1279\"},{\"id\":\"1285\"},{\"id\":\"1291\"},{\"id\":\"1297\"},{\"id\":\"1303\"},{\"id\":\"1309\"},{\"id\":\"1315\"},{\"id\":\"1321\"},{\"id\":\"1327\"},{\"id\":\"1333\"},{\"id\":\"1339\"},{\"id\":\"1345\"},{\"id\":\"1351\"},{\"id\":\"1357\"},{\"id\":\"1363\"},{\"id\":\"1369\"},{\"id\":\"1375\"},{\"id\":\"1381\"},{\"id\":\"1387\"},{\"id\":\"1393\"},{\"id\":\"1399\"},{\"id\":\"1405\"},{\"id\":\"1411\"},{\"id\":\"1417\"},{\"id\":\"1423\"},{\"id\":\"1429\"},{\"id\":\"1435\"},{\"id\":\"1441\"},{\"id\":\"1447\"},{\"id\":\"1453\"},{\"id\":\"1459\"},{\"id\":\"1465\"},{\"id\":\"1471\"},{\"id\":\"1477\"},{\"id\":\"1483\"},{\"id\":\"1489\"},{\"id\":\"1495\"},{\"id\":\"1501\"},{\"id\":\"1507\"},{\"id\":\"1513\"},{\"id\":\"1519\"},{\"id\":\"1525\"},{\"id\":\"1531\"},{\"id\":\"1537\"},{\"id\":\"1543\"},{\"id\":\"1549\"},{\"id\":\"1555\"},{\"id\":\"1561\"},{\"id\":\"1567\"},{\"id\":\"1573\"},{\"id\":\"1579\"},{\"id\":\"1585\"},{\"id\":\"1591\"},{\"id\":\"1597\"},{\"id\":\"1603\"},{\"id\":\"1609\"},{\"id\":\"1615\"},{\"id\":\"1621\"},{\"id\":\"1627\"},{\"id\":\"1633\"},{\"id\":\"1639\"},{\"id\":\"1645\"},{\"id\":\"1651\"},{\"id\":\"1657\"},{\"id\":\"1663\"},{\"id\":\"1669\"},{\"id\":\"1675\"},{\"id\":\"1681\"},{\"id\":\"1687\"},{\"id\":\"1693\"},{\"id\":\"1699\"},{\"id\":\"1705\"},{\"id\":\"1711\"},{\"id\":\"1717\"},{\"id\":\"1723\"},{\"id\":\"1729\"},{\"id\":\"1735\"},{\"id\":\"1741\"},{\"id\":\"1747\"},{\"id\":\"1753\"},{\"id\":\"1759\"},{\"id\":\"1765\"},{\"id\":\"1771\"},{\"id\":\"1777\"},{\"id\":\"1783\"},{\"id\":\"1789\"},{\"id\":\"1795\"},{\"id\":\"1801\"},{\"id\":\"1807\"},{\"id\":\"1813\"},{\"id\":\"1819\"},{\"id\":\"1825\"},{\"id\":\"1831\"},{\"id\":\"1837\"},{\"id\":\"1843\"},{\"id\":\"1849\"},{\"id\":\"1855\"},{\"id\":\"1861\"},{\"id\":\"1867\"},{\"id\":\"1873\"},{\"id\":\"1879\"},{\"id\":\"1885\"},{\"id\":\"1891\"},{\"id\":\"1897\"},{\"id\":\"1903\"},{\"id\":\"1909\"},{\"id\":\"1915\"},{\"id\":\"1921\"},{\"id\":\"1927\"},{\"id\":\"1933\"},{\"id\":\"1939\"},{\"id\":\"1945\"},{\"id\":\"1951\"},{\"id\":\"1957\"},{\"id\":\"1963\"},{\"id\":\"1969\"},{\"id\":\"1975\"},{\"id\":\"1981\"},{\"id\":\"1987\"},{\"id\":\"1993\"},{\"id\":\"1999\"},{\"id\":\"2005\"},{\"id\":\"2011\"},{\"id\":\"2017\"},{\"id\":\"2023\"},{\"id\":\"2029\"},{\"id\":\"2035\"},{\"id\":\"2041\"},{\"id\":\"2047\"},{\"id\":\"2053\"},{\"id\":\"2059\"},{\"id\":\"2065\"},{\"id\":\"2071\"},{\"id\":\"2077\"},{\"id\":\"2083\"},{\"id\":\"2089\"},{\"id\":\"2095\"},{\"id\":\"2101\"},{\"id\":\"2107\"},{\"id\":\"2113\"},{\"id\":\"2119\"},{\"id\":\"2125\"},{\"id\":\"2131\"},{\"id\":\"2137\"},{\"id\":\"2143\"},{\"id\":\"2149\"},{\"id\":\"2155\"},{\"id\":\"2161\"},{\"id\":\"2167\"},{\"id\":\"2173\"}],\"title\":{\"id\":\"2177\"},\"toolbar\":{\"id\":\"1027\"},\"x_range\":{\"id\":\"1004\"},\"x_scale\":{\"id\":\"1008\"},\"y_range\":{\"id\":\"1006\"},\"y_scale\":{\"id\":\"1010\"}},\"id\":\"1003\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":2.0034699272967615,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1668\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.07848645076007932,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1656\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.049570389953734306,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1673\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2495\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1671\"},\"glyph\":{\"id\":\"1672\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1674\"},\"nonselection_glyph\":{\"id\":\"1673\"},\"view\":{\"id\":\"1676\"}},\"id\":\"1675\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1683\"},\"glyph\":{\"id\":\"1684\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1686\"},\"nonselection_glyph\":{\"id\":\"1685\"},\"view\":{\"id\":\"1688\"}},\"id\":\"1687\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1647\"},\"glyph\":{\"id\":\"1648\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1650\"},\"nonselection_glyph\":{\"id\":\"1649\"},\"view\":{\"id\":\"1652\"}},\"id\":\"1651\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2214\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"1659\"}},\"id\":\"1664\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.012392597488433577,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1698\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2280\",\"type\":\"Selection\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.049570389953734306,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1648\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1683\"}},\"id\":\"1688\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"1689\"}},\"id\":\"1694\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"1701\"}},\"id\":\"1706\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2212\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2494\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"1641\"}},\"id\":\"1646\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2306\",\"type\":\"Selection\"},{\"attributes\":{\"data\":{\"x\":[8,9],\"y\":[2.03399097111954,7.8395816175443604]},\"selected\":{\"id\":\"2392\"},\"selection_policy\":{\"id\":\"2391\"}},\"id\":\"1653\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.049570389953734306,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1650\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1665\"},\"glyph\":{\"id\":\"1666\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1668\"},\"nonselection_glyph\":{\"id\":\"1667\"},\"view\":{\"id\":\"1670\"}},\"id\":\"1669\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data\":{\"x\":[8,9],\"y\":[7.864192137279412,1.957380445854458]},\"selected\":{\"id\":\"2412\"},\"selection_policy\":{\"id\":\"2411\"}},\"id\":\"1713\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2211\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.020654329147389294,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1692\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.012392597488433577,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1696\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.016523463317911435,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1709\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2496\",\"type\":\"Selection\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.12805684071381362,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1684\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.008261731658955718,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1661\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2279\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.12805684071381362,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1686\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[8,9],\"y\":[7.838345719602318,15.069894820715017]},\"selected\":{\"id\":\"2410\"},\"selection_policy\":{\"id\":\"2409\"}},\"id\":\"1707\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.07848645076007932,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1654\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[8,9],\"y\":[7.838345719602318,1.957380445854458]},\"selected\":{\"id\":\"2404\"},\"selection_policy\":{\"id\":\"2403\"}},\"id\":\"1689\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.004130865829477859,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1679\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[8,9],\"y\":[6.02181288293953,15.069894820715017]},\"selected\":{\"id\":\"2402\"},\"selection_policy\":{\"id\":\"2401\"}},\"id\":\"1683\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.004130865829477859,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1678\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.008261731658955718,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1662\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1671\"}},\"id\":\"1676\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"1665\"}},\"id\":\"1670\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{\"x\":[8,9],\"y\":[2.03399097111954,5.194640057112494]},\"selected\":{\"id\":\"2390\"},\"selection_policy\":{\"id\":\"2389\"}},\"id\":\"1647\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1653\"},\"glyph\":{\"id\":\"1654\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1656\"},\"nonselection_glyph\":{\"id\":\"1655\"},\"view\":{\"id\":\"1658\"}},\"id\":\"1657\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.049570389953734306,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1672\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2216\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1659\"},\"glyph\":{\"id\":\"1660\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1662\"},\"nonselection_glyph\":{\"id\":\"1661\"},\"view\":{\"id\":\"1664\"}},\"id\":\"1663\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2497\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"1647\"}},\"id\":\"1652\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2305\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":3.8788830138797095,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1704\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":3.8788830138797095,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1702\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1695\"},\"glyph\":{\"id\":\"1696\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1698\"},\"nonselection_glyph\":{\"id\":\"1697\"},\"view\":{\"id\":\"1700\"}},\"id\":\"1699\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":3.8788830138797095,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1703\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[8,9],\"y\":[6.02181288293953,7.8395816175443604]},\"selected\":{\"id\":\"2398\"},\"selection_policy\":{\"id\":\"2397\"}},\"id\":\"1671\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data\":{\"x\":[8,9],\"y\":[6.02181288293953,1.957380445854458]},\"selected\":{\"id\":\"2394\"},\"selection_policy\":{\"id\":\"2393\"}},\"id\":\"1659\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.020654329147389294,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1691\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.012392597488433577,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1697\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[8,9],\"y\":[6.02181288293953,7.886530513786899]},\"selected\":{\"id\":\"2400\"},\"selection_policy\":{\"id\":\"2399\"}},\"id\":\"1677\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data\":{\"x\":[8,9],\"y\":[7.838345719602318,5.194640057112494]},\"selected\":{\"id\":\"2406\"},\"selection_policy\":{\"id\":\"2405\"}},\"id\":\"1695\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1707\"},\"glyph\":{\"id\":\"1708\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1710\"},\"nonselection_glyph\":{\"id\":\"1709\"},\"view\":{\"id\":\"1712\"}},\"id\":\"1711\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":2.0034699272967615,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1666\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.049570389953734306,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1649\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1689\"},\"glyph\":{\"id\":\"1690\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1692\"},\"nonselection_glyph\":{\"id\":\"1691\"},\"view\":{\"id\":\"1694\"}},\"id\":\"1693\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.016523463317911435,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1708\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2213\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2498\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1701\"},\"glyph\":{\"id\":\"1702\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1704\"},\"nonselection_glyph\":{\"id\":\"1703\"},\"view\":{\"id\":\"1706\"}},\"id\":\"1705\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2215\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2500\",\"type\":\"Selection\"},{\"attributes\":{\"data\":{\"x\":[8,9],\"y\":[6.02181288293953,5.194640057112494]},\"selected\":{\"id\":\"2396\"},\"selection_policy\":{\"id\":\"2395\"}},\"id\":\"1665\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.049570389953734306,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1674\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.016523463317911435,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1710\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[8,9],\"y\":[7.838345719602318,7.8395816175443604]},\"selected\":{\"id\":\"2408\"},\"selection_policy\":{\"id\":\"2407\"}},\"id\":\"1701\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2499\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.020654329147389294,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1690\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.020654329147389294,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1716\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":2.0034699272967615,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1667\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1677\"},\"glyph\":{\"id\":\"1678\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1680\"},\"nonselection_glyph\":{\"id\":\"1679\"},\"view\":{\"id\":\"1682\"}},\"id\":\"1681\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1707\"}},\"id\":\"1712\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.020654329147389294,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1715\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.008261731658955718,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1660\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.020654329147389294,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1714\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1695\"}},\"id\":\"1700\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"1653\"}},\"id\":\"1658\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.07848645076007932,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1655\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1677\"}},\"id\":\"1682\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2493\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.12805684071381362,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1685\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.004130865829477859,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1680\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2351\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2208\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2349\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2269\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2517\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2518\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2209\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2268\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2352\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2206\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2207\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2267\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data\":{\"cluster_labels\":[0,0,1,1,0,2,1,2,0,3,2,1,0,4,3,2,0,3,4,1,5,1,0,3,2,4,5,6,1,5,3,4,2,6,7,0,1,0,7,2,4,3,8,6,5,1,4,2,9,0,5,3,8,6,7,0,1,10,8,6,4,9,7,5,3,2],\"count\":[12104,8702,3402,5242,4405,2457,4183,3027,2505,2389,4148,2978,2416,1879,683,4157,2947,2373,1873,719,35,4064,2954,2355,1338,802,556,35,2654,2472,1937,1910,951,946,703,531,2615,2458,1945,1927,1103,798,701,522,35,2065,1876,1871,1788,1385,943,939,695,507,35,1973,1880,1813,1783,1390,893,777,693,517,350,35],\"ratio\":[100.0,71.89358889623266,28.10641110376735,43.30799735624587,36.39292795769993,20.299074686054198,34.55882352941176,25.008261731658955,20.695637805684072,19.737276933245205,34.26966292134831,24.603436880370126,19.960343688037014,15.523793787177793,5.642762723066755,34.344018506278914,24.347323198942497,19.605089226701917,15.474223397224057,5.94018506278916,0.2891606080634501,33.57567746199604,24.40515532055519,19.456378056840716,11.054196959682749,6.625908790482485,4.593522802379379,0.2891606080634501,21.926635822868473,20.423000660938534,16.002974223397224,15.779907468605419,7.8569068076668875,7.815598149372108,5.807997356245869,4.386979510905486,21.6044282881692,20.307336417713152,16.06906807666887,15.920356906807667,9.112690019828156,6.592861863846662,5.791473892927958,4.312623925974885,0.2891606080634501,17.060475875743556,15.499008592200925,15.457699933906147,14.771976206212823,11.442498347653668,7.790812954395242,7.757766027759419,5.741903502974224,4.188697951090548,0.2891606080634501,16.30039656311963,15.53205551883675,14.978519497686715,14.730667547918044,11.483807005948448,7.377726371447456,6.419365499008592,5.7253800396563115,4.271315267680106,2.8916060806345008,0.2891606080634501],\"size\":[50.0,35.94679444811633,14.053205551883675,21.653998678122935,18.19646397884997,10.149537343027099,17.279411764705884,12.50413086582948,10.347818902842036,9.868638466622604,17.134831460674157,12.301718440185063,9.980171844018507,7.761896893588897,2.8213813615333776,17.17200925313946,12.17366159947125,9.802544613350959,7.737111698612029,2.9700925313945805,0.14458030403172506,16.78783873099802,12.202577660277594,9.728189028420358,5.527098479841375,3.312954395241243,2.2967614011896895,0.14458030403172506,10.963317911434238,10.211500330469267,8.001487111698612,7.88995373430271,3.9284534038334438,3.9077990746860545,2.9039986781229348,2.193489755452743,10.802214144084601,10.153668208856576,8.034534038334435,7.9601784534038345,4.556345009914079,3.2964309319233314,2.895736946463979,2.1563119629874423,0.14458030403172506,8.530237937871778,7.749504296100463,7.728849966953074,7.385988103106412,5.721249173826834,3.895406477197621,3.8788830138797095,2.870951751487112,2.0943489755452744,0.14458030403172506,8.150198281559815,7.766027759418375,7.489259748843358,7.365333773959023,5.741903502974224,3.688863185723728,3.2096827495042963,2.862690019828156,2.135657633840053,1.4458030403172506,0.14458030403172506],\"x\":[1,2,2,3,3,3,4,4,4,4,5,5,5,5,5,6,6,6,6,6,6,7,7,7,7,7,7,7,8,8,8,8,8,8,8,8,9,9,9,9,9,9,9,9,9,10,10,10,10,10,10,10,10,10,10,11,11,11,11,11,11,11,11,11,11,11],\"y\":[2.4932508597159287e-15,-2.449327311623589,6.262590931071661,0.28893488831618486,-4.548759734494402,7.533824729926742,0.6106516582754518,-2.4125537463318434,-5.374596262995331,7.621523765458777,0.4339089702287976,-2.4580540414951964,-5.4664197303712685,7.693387858681012,6.253623439500783,0.338457204274243,-2.458816765705165,-5.516343612663438,7.72734179239294,5.494620465117069,15.069894820715017,0.20618685519633592,-2.4073553250329107,-5.545487527435966,7.178323877565047,7.897817531370854,5.150676112359968,15.069894820715017,-0.6725789761591214,-2.6915697171596555,-4.084076711060315,2.03399097111954,7.838345719602318,7.864192137279412,-8.025294112018218,6.02181288293953,-0.6606524622961419,-2.7179181842651157,-4.0702805958248005,1.957380445854458,7.8395816175443604,7.886530513786899,-8.042438379462656,5.194640057112494,15.069894820715017,-1.2289796069171774,-0.7368951704242055,2.2061222732479067,-3.968455028489113,-3.9734676647832594,7.904293559348868,7.876271419310534,-8.074115047407588,5.190596063720403,15.069894820715017,-1.3125922633548734,-0.7371811971246309,2.073981787579873,-3.970212711633009,-3.958770726062239,8.08091660508535,7.943294878592256,-8.08645340396341,5.193288826232516,5.136064384133304,15.069894820715017]},\"selected\":{\"id\":\"2564\"},\"selection_policy\":{\"id\":\"2563\"}},\"id\":\"1034\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2350\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2356\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2271\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2519\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2354\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2520\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2270\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2204\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2272\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2521\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2203\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2353\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2522\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2355\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2205\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2210\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2469\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2473\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2467\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2472\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2474\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2468\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2470\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2471\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.32633840052875085,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2130\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2551\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"2097\"}},\"id\":\"2102\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":7.063780568407139,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2076\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2552\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.016523463317911435,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2124\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[10,11],\"y\":[2.2061222732479067,8.08091660508535]},\"selected\":{\"id\":\"2538\"},\"selection_policy\":{\"id\":\"2537\"}},\"id\":\"2091\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2091\"},\"glyph\":{\"id\":\"2092\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2094\"},\"nonselection_glyph\":{\"id\":\"2093\"},\"view\":{\"id\":\"2096\"}},\"id\":\"2095\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"2073\"}},\"id\":\"2078\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2115\"},\"glyph\":{\"id\":\"2116\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2118\"},\"nonselection_glyph\":{\"id\":\"2117\"},\"view\":{\"id\":\"2120\"}},\"id\":\"2119\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.016523463317911435,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2122\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.4915730337078652,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2081\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.004130865829477859,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2116\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.004130865829477859,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2112\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2241\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":3.536021150033047,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2135\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":7.063780568407139,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2075\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2244\",\"type\":\"Selection\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":2.081956378056841,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2104\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2103\"},\"glyph\":{\"id\":\"2104\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2106\"},\"nonselection_glyph\":{\"id\":\"2105\"},\"view\":{\"id\":\"2108\"}},\"id\":\"2107\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.32633840052875085,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2129\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[10,11],\"y\":[2.2061222732479067,5.193288826232516]},\"selected\":{\"id\":\"2536\"},\"selection_policy\":{\"id\":\"2535\"}},\"id\":\"2085\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2553\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.004130865829477859,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2099\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2127\"},\"glyph\":{\"id\":\"2128\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2130\"},\"nonselection_glyph\":{\"id\":\"2129\"},\"view\":{\"id\":\"2132\"}},\"id\":\"2131\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2554\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2073\"},\"glyph\":{\"id\":\"2074\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2076\"},\"nonselection_glyph\":{\"id\":\"2075\"},\"view\":{\"id\":\"2078\"}},\"id\":\"2077\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"2127\"}},\"id\":\"2132\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{\"x\":[10,11],\"y\":[5.190596063720403,2.073981787579873]},\"selected\":{\"id\":\"2540\"},\"selection_policy\":{\"id\":\"2539\"}},\"id\":\"2097\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2097\"},\"glyph\":{\"id\":\"2098\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2100\"},\"nonselection_glyph\":{\"id\":\"2099\"},\"view\":{\"id\":\"2102\"}},\"id\":\"2101\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2243\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data\":{\"x\":[10,11],\"y\":[5.190596063720403,8.08091660508535]},\"selected\":{\"id\":\"2546\"},\"selection_policy\":{\"id\":\"2545\"}},\"id\":\"2115\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"2121\"}},\"id\":\"2126\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{\"x\":[10,11],\"y\":[7.876271419310534,5.136064384133304]},\"selected\":{\"id\":\"2550\"},\"selection_policy\":{\"id\":\"2549\"}},\"id\":\"2127\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data\":{\"x\":[10,11],\"y\":[2.2061222732479067,2.073981787579873]},\"selected\":{\"id\":\"2532\"},\"selection_policy\":{\"id\":\"2531\"}},\"id\":\"2073\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":2.081956378056841,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2106\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.004130865829477859,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2086\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.13631857237276934,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2070\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"2091\"}},\"id\":\"2096\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2085\"},\"glyph\":{\"id\":\"2086\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2088\"},\"nonselection_glyph\":{\"id\":\"2087\"},\"view\":{\"id\":\"2090\"}},\"id\":\"2089\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2079\"},\"glyph\":{\"id\":\"2080\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2082\"},\"nonselection_glyph\":{\"id\":\"2081\"},\"view\":{\"id\":\"2084\"}},\"id\":\"2083\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data\":{\"x\":[10,11],\"y\":[2.2061222732479067,5.136064384133304]},\"selected\":{\"id\":\"2534\"},\"selection_policy\":{\"id\":\"2533\"}},\"id\":\"2079\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.004130865829477859,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2111\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.4915730337078652,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2080\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.32633840052875085,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2128\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2555\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2067\"},\"glyph\":{\"id\":\"2068\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2070\"},\"nonselection_glyph\":{\"id\":\"2069\"},\"view\":{\"id\":\"2072\"}},\"id\":\"2071\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.004130865829477859,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2118\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2238\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.008261731658955718,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2094\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2556\",\"type\":\"Selection\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":3.536021150033047,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2134\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.5039656311962988,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2140\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[10,11],\"y\":[5.190596063720403,7.943294878592256]},\"selected\":{\"id\":\"2544\"},\"selection_policy\":{\"id\":\"2543\"}},\"id\":\"2109\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.13631857237276934,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2069\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2239\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2133\"},\"glyph\":{\"id\":\"2134\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2136\"},\"nonselection_glyph\":{\"id\":\"2135\"},\"view\":{\"id\":\"2138\"}},\"id\":\"2137\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":3.536021150033047,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2136\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"2067\"}},\"id\":\"2072\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.4915730337078652,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2082\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"2079\"}},\"id\":\"2084\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2240\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.004130865829477859,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2117\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"2085\"}},\"id\":\"2090\",\"type\":\"CDSView\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.004130865829477859,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2098\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.004130865829477859,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2087\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.004130865829477859,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2110\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":2.081956378056841,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2105\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.016523463317911435,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2123\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2121\"},\"glyph\":{\"id\":\"2122\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2124\"},\"nonselection_glyph\":{\"id\":\"2123\"},\"view\":{\"id\":\"2126\"}},\"id\":\"2125\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2242\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2557\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.004130865829477859,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2088\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.008261731658955718,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2092\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"2109\"}},\"id\":\"2114\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2109\"},\"glyph\":{\"id\":\"2110\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2112\"},\"nonselection_glyph\":{\"id\":\"2111\"},\"view\":{\"id\":\"2114\"}},\"id\":\"2113\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2558\",\"type\":\"Selection\"},{\"attributes\":{\"data\":{\"x\":[10,11],\"y\":[5.190596063720403,5.193288826232516]},\"selected\":{\"id\":\"2542\"},\"selection_policy\":{\"id\":\"2541\"}},\"id\":\"2103\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data\":{\"x\":[10,11],\"y\":[7.876271419310534,2.073981787579873]},\"selected\":{\"id\":\"2548\"},\"selection_policy\":{\"id\":\"2547\"}},\"id\":\"2121\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"2103\"}},\"id\":\"2108\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"2115\"}},\"id\":\"2120\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.004130865829477859,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2100\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[10,11],\"y\":[7.876271419310534,8.08091660508535]},\"selected\":{\"id\":\"2552\"},\"selection_policy\":{\"id\":\"2551\"}},\"id\":\"2133\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.008261731658955718,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2093\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"2133\"}},\"id\":\"2138\",\"type\":\"CDSView\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":7.063780568407139,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2074\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":4.709187045604759,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1096\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2256\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1077\"},\"glyph\":{\"id\":\"1078\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1080\"},\"nonselection_glyph\":{\"id\":\"1079\"},\"view\":{\"id\":\"1082\"}},\"id\":\"1081\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data\":{\"x\":[3,4],\"y\":[0.28893488831618486,-5.374596262995331]},\"selected\":{\"id\":\"2204\"},\"selection_policy\":{\"id\":\"2203\"}},\"id\":\"1089\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.586582947785856,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1349\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":7.3322868473232,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1972\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.012392597488433577,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1876\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.07848645076007932,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1090\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.016523463317911435,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1978\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[9,10],\"y\":[5.194640057112494,2.2061222732479067]},\"selected\":{\"id\":\"2466\"},\"selection_policy\":{\"id\":\"2465\"}},\"id\":\"1875\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":9.980171844018507,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1126\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1089\"}},\"id\":\"1094\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{\"x\":[10,11],\"y\":[-3.968455028489113,-3.970212711633009]},\"selected\":{\"id\":\"2498\"},\"selection_policy\":{\"id\":\"2497\"}},\"id\":\"1971\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2254\",\"type\":\"Selection\"},{\"attributes\":{\"data\":{\"x\":[4,5],\"y\":[-5.374596262995331,-2.4580540414951964]},\"selected\":{\"id\":\"2218\"},\"selection_policy\":{\"id\":\"2217\"}},\"id\":\"1131\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1083\"},\"glyph\":{\"id\":\"1084\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1086\"},\"nonselection_glyph\":{\"id\":\"1085\"},\"view\":{\"id\":\"1088\"}},\"id\":\"1087\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1971\"},\"glyph\":{\"id\":\"1972\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1974\"},\"nonselection_glyph\":{\"id\":\"1973\"},\"view\":{\"id\":\"1976\"}},\"id\":\"1975\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.13218770654329148,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1084\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":7.79494382022472,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1078\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1125\"}},\"id\":\"1130\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{\"x\":[3,4],\"y\":[0.28893488831618486,-2.4125537463318434]},\"selected\":{\"id\":\"2206\"},\"selection_policy\":{\"id\":\"2205\"}},\"id\":\"1095\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":9.864507600793127,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1122\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":9.864507600793127,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1120\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":9.802544613350959,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1192\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2255\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"1965\"}},\"id\":\"1970\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.07848645076007932,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1092\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2252\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.07848645076007932,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1091\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[3,4],\"y\":[7.533824729926742,7.621523765458777]},\"selected\":{\"id\":\"2214\"},\"selection_policy\":{\"id\":\"2213\"}},\"id\":\"1119\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2253\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1119\"},\"glyph\":{\"id\":\"1120\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1122\"},\"nonselection_glyph\":{\"id\":\"1121\"},\"view\":{\"id\":\"1124\"}},\"id\":\"1123\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":7.79494382022472,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1079\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.13218770654329148,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1085\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1071\"},\"glyph\":{\"id\":\"1072\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1074\"},\"nonselection_glyph\":{\"id\":\"1073\"},\"view\":{\"id\":\"1076\"}},\"id\":\"1075\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":10.269332452081958,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1074\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":4.709187045604759,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1097\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1347\"}},\"id\":\"1352\",\"type\":\"CDSView\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.586582947785856,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1348\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":9.864507600793127,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1121\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1347\"},\"glyph\":{\"id\":\"1348\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1350\"},\"nonselection_glyph\":{\"id\":\"1349\"},\"view\":{\"id\":\"1352\"}},\"id\":\"1351\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1971\"}},\"id\":\"1976\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":9.980171844018507,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1128\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[3,4],\"y\":[-4.548759734494402,-2.4125537463318434]},\"selected\":{\"id\":\"2200\"},\"selection_policy\":{\"id\":\"2199\"}},\"id\":\"1077\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":7.79494382022472,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1080\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1083\"}},\"id\":\"1088\",\"type\":\"CDSView\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.10327164573694647,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1132\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1125\"},\"glyph\":{\"id\":\"1126\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1128\"},\"nonselection_glyph\":{\"id\":\"1127\"},\"view\":{\"id\":\"1130\"}},\"id\":\"1129\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":7.3322868473232,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1974\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":9.980171844018507,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1127\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1089\"},\"glyph\":{\"id\":\"1090\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1092\"},\"nonselection_glyph\":{\"id\":\"1091\"},\"view\":{\"id\":\"1094\"}},\"id\":\"1093\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1071\"}},\"id\":\"1076\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"1341\"}},\"id\":\"1346\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.13218770654329148,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1086\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[6,7],\"y\":[5.494620465117069,7.178323877565047]},\"selected\":{\"id\":\"2290\"},\"selection_policy\":{\"id\":\"2289\"}},\"id\":\"1347\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":7.3322868473232,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1973\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1077\"}},\"id\":\"1082\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_color\":{\"value\":\"red\"},\"hatch_color\":{\"value\":\"red\"},\"line_color\":{\"value\":\"white\"},\"line_width\":{\"value\":2},\"size\":{\"field\":\"size\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2170\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1119\"}},\"id\":\"1124\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{\"x\":[5,6],\"y\":[-5.4664197303712685,-5.516343612663438]},\"selected\":{\"id\":\"2238\"},\"selection_policy\":{\"id\":\"2237\"}},\"id\":\"1191\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.586582947785856,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1350\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2251\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data\":{\"x\":[4,5],\"y\":[-5.374596262995331,-5.4664197303712685]},\"selected\":{\"id\":\"2216\"},\"selection_policy\":{\"id\":\"2215\"}},\"id\":\"1125\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data\":{\"x\":[3,4],\"y\":[-4.548759734494402,0.6106516582754518]},\"selected\":{\"id\":\"2202\"},\"selection_policy\":{\"id\":\"2201\"}},\"id\":\"1083\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1869\"}},\"id\":\"1874\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{\"x\":[7,8],\"y\":[5.150676112359968,-0.6725789761591214]},\"selected\":{\"id\":\"2332\"},\"selection_policy\":{\"id\":\"2331\"}},\"id\":\"1473\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.004130865829477859,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1468\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2480\",\"type\":\"Selection\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.16523463317911435,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1480\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1467\"},\"glyph\":{\"id\":\"1468\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1470\"},\"nonselection_glyph\":{\"id\":\"1469\"},\"view\":{\"id\":\"1472\"}},\"id\":\"1471\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1467\"}},\"id\":\"1472\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.004130865829477859,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1530\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1485\"}},\"id\":\"1490\",\"type\":\"CDSView\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.004130865829477859,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1528\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1515\"},\"glyph\":{\"id\":\"1516\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1518\"},\"nonselection_glyph\":{\"id\":\"1517\"},\"view\":{\"id\":\"1520\"}},\"id\":\"1519\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1491\"}},\"id\":\"1496\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.024785194976867153,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1511\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1521\"}},\"id\":\"1526\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1479\"},\"glyph\":{\"id\":\"1480\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1482\"},\"nonselection_glyph\":{\"id\":\"1481\"},\"view\":{\"id\":\"1484\"}},\"id\":\"1483\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data\":{\"x\":[7,8],\"y\":[0.20618685519633592,7.864192137279412]},\"selected\":{\"id\":\"2330\"},\"selection_policy\":{\"id\":\"2329\"}},\"id\":\"1467\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data\":{\"x\":[7,8],\"y\":[5.150676112359968,6.02181288293953]},\"selected\":{\"id\":\"2336\"},\"selection_policy\":{\"id\":\"2335\"}},\"id\":\"1485\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data\":{\"x\":[7,8],\"y\":[7.897817531370854,2.03399097111954]},\"selected\":{\"id\":\"2350\"},\"selection_policy\":{\"id\":\"2349\"}},\"id\":\"1527\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1491\"},\"glyph\":{\"id\":\"1492\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1494\"},\"nonselection_glyph\":{\"id\":\"1493\"},\"view\":{\"id\":\"1496\"}},\"id\":\"1495\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.024785194976867153,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1510\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.012392597488433577,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1492\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.16523463317911435,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1481\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1473\"}},\"id\":\"1478\",\"type\":\"CDSView\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":3.8995373430270988,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1516\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1497\"}},\"id\":\"1502\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2478\",\"type\":\"Selection\"},{\"attributes\":{\"data\":{\"x\":[7,8],\"y\":[7.178323877565047,6.02181288293953]},\"selected\":{\"id\":\"2344\"},\"selection_policy\":{\"id\":\"2343\"}},\"id\":\"1509\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1521\"},\"glyph\":{\"id\":\"1522\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1524\"},\"nonselection_glyph\":{\"id\":\"1523\"},\"view\":{\"id\":\"1526\"}},\"id\":\"1525\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1503\"},\"glyph\":{\"id\":\"1504\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1506\"},\"nonselection_glyph\":{\"id\":\"1505\"},\"view\":{\"id\":\"1508\"}},\"id\":\"1507\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1479\"}},\"id\":\"1484\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"1509\"}},\"id\":\"1514\",\"type\":\"CDSView\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.053701255783212165,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1498\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":1.0451090548578983,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1506\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1515\"}},\"id\":\"1520\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.16523463317911435,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1482\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.004130865829477859,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1469\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.016523463317911435,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1534\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":3.8995373430270988,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1517\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[7,8],\"y\":[5.150676112359968,7.864192137279412]},\"selected\":{\"id\":\"2340\"},\"selection_policy\":{\"id\":\"2339\"}},\"id\":\"1497\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.012392597488433577,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1494\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1473\"},\"glyph\":{\"id\":\"1474\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1476\"},\"nonselection_glyph\":{\"id\":\"1475\"},\"view\":{\"id\":\"1478\"}},\"id\":\"1477\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":2.024124256444151,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1488\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.053701255783212165,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1500\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.004130865829477859,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1470\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1509\"},\"glyph\":{\"id\":\"1510\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1512\"},\"nonselection_glyph\":{\"id\":\"1511\"},\"view\":{\"id\":\"1514\"}},\"id\":\"1513\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":2.024124256444151,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1487\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1461\"}},\"id\":\"1466\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":5.589061467283543,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1464\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":1.0451090548578983,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1504\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1497\"},\"glyph\":{\"id\":\"1498\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1500\"},\"nonselection_glyph\":{\"id\":\"1499\"},\"view\":{\"id\":\"1502\"}},\"id\":\"1501\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data\":{\"x\":[7,8],\"y\":[7.178323877565047,7.864192137279412]},\"selected\":{\"id\":\"2348\"},\"selection_policy\":{\"id\":\"2347\"}},\"id\":\"1521\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data\":{\"x\":[7,8],\"y\":[5.150676112359968,2.03399097111954]},\"selected\":{\"id\":\"2334\"},\"selection_policy\":{\"id\":\"2333\"}},\"id\":\"1479\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1461\"},\"glyph\":{\"id\":\"1462\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1464\"},\"nonselection_glyph\":{\"id\":\"1463\"},\"view\":{\"id\":\"1466\"}},\"id\":\"1465\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.004130865829477859,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1529\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1527\"},\"glyph\":{\"id\":\"1528\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1530\"},\"nonselection_glyph\":{\"id\":\"1529\"},\"view\":{\"id\":\"1532\"}},\"id\":\"1531\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.04130865829477859,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1474\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.012392597488433577,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1493\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2477\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.04130865829477859,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1476\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":2.024124256444151,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1486\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":3.8995373430270988,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1518\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1527\"}},\"id\":\"1532\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{\"x\":[7,8],\"y\":[7.178323877565047,2.03399097111954]},\"selected\":{\"id\":\"2342\"},\"selection_policy\":{\"id\":\"2341\"}},\"id\":\"1503\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.024785194976867153,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1512\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.557666886979511,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1522\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2479\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data\":{\"x\":[7,8],\"y\":[7.178323877565047,7.838345719602318]},\"selected\":{\"id\":\"2346\"},\"selection_policy\":{\"id\":\"2345\"}},\"id\":\"1515\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1485\"},\"glyph\":{\"id\":\"1486\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1488\"},\"nonselection_glyph\":{\"id\":\"1487\"},\"view\":{\"id\":\"1490\"}},\"id\":\"1489\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data\":{\"x\":[7,8],\"y\":[5.150676112359968,7.838345719602318]},\"selected\":{\"id\":\"2338\"},\"selection_policy\":{\"id\":\"2337\"}},\"id\":\"1491\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2476\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.557666886979511,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1523\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":1.0451090548578983,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1505\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.557666886979511,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1524\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2475\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.04130865829477859,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1475\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1503\"}},\"id\":\"1508\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.053701255783212165,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1499\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[9,10],\"y\":[-2.7179181842651157,-0.7368951704242055]},\"selected\":{\"id\":\"2440\"},\"selection_policy\":{\"id\":\"2439\"}},\"id\":\"1797\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.004130865829477859,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1908\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.028916060806345012,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1234\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":4.680270984798414,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1800\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2311\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.1197951090548579,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1804\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.1197951090548579,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1806\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1893\"}},\"id\":\"1898\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"1013\",\"type\":\"BasicTicker\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1791\"},\"glyph\":{\"id\":\"1792\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1794\"},\"nonselection_glyph\":{\"id\":\"1793\"},\"view\":{\"id\":\"1796\"}},\"id\":\"1795\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":2.862690019828156,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1944\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"1008\",\"type\":\"LinearScale\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1893\"},\"glyph\":{\"id\":\"1894\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1896\"},\"nonselection_glyph\":{\"id\":\"1895\"},\"view\":{\"id\":\"1898\"}},\"id\":\"1897\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":8.030403172504958,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1810\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.15284203569068078,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1900\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"1004\",\"type\":\"DataRange1d\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":4.680270984798414,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1799\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1215\"}},\"id\":\"1220\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":2.8874752148050233,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1391\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2286\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"1227\"}},\"id\":\"1232\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"1803\"}},\"id\":\"1808\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.020654329147389294,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1788\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1233\"},\"glyph\":{\"id\":\"1234\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1236\"},\"nonselection_glyph\":{\"id\":\"1235\"},\"view\":{\"id\":\"1238\"}},\"id\":\"1237\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1269\"},\"glyph\":{\"id\":\"1270\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1272\"},\"nonselection_glyph\":{\"id\":\"1271\"},\"view\":{\"id\":\"1274\"}},\"id\":\"1273\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"axis_label\":\"Number of clusters (k)\",\"coordinates\":null,\"formatter\":{\"id\":\"2183\"},\"group\":null,\"major_label_policy\":{\"id\":\"2184\"},\"ticker\":{\"id\":\"1013\"}},\"id\":\"1012\",\"type\":\"LinearAxis\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":3.8458360872438866,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1912\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2381\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"1905\"}},\"id\":\"1910\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":8.030403172504958,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1811\",\"type\":\"Line\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"1026\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1779\"},\"glyph\":{\"id\":\"1780\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1782\"},\"nonselection_glyph\":{\"id\":\"1781\"},\"view\":{\"id\":\"1784\"}},\"id\":\"1783\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":9.695142101784535,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1272\",\"type\":\"Line\"},{\"attributes\":{\"tools\":[{\"id\":\"1020\"},{\"id\":\"1021\"},{\"id\":\"1022\"},{\"id\":\"1023\"},{\"id\":\"1024\"},{\"id\":\"1025\"},{\"id\":\"2175\"}]},\"id\":\"1027\",\"type\":\"Toolbar\"},{\"attributes\":{\"source\":{\"id\":\"1785\"}},\"id\":\"1790\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"1024\",\"type\":\"ResetTool\"},{\"attributes\":{\"source\":{\"id\":\"1269\"}},\"id\":\"1274\",\"type\":\"CDSView\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":2.8874752148050233,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1390\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":2.6230998017184404,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1240\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2386\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.2395902181097158,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1229\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[9,10],\"y\":[5.194640057112494,7.904293559348868]},\"selected\":{\"id\":\"2472\"},\"selection_policy\":{\"id\":\"2471\"}},\"id\":\"1893\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":35.94679444811633,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1038\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.020654329147389294,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1786\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[10,11],\"y\":[-8.074115047407588,-1.3125922633548734]},\"selected\":{\"id\":\"2490\"},\"selection_policy\":{\"id\":\"2489\"}},\"id\":\"1947\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.04130865829477859,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1895\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2383\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.028916060806345012,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1235\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[5,6],\"y\":[0.4339089702287976,5.494620465117069]},\"selected\":{\"id\":\"2250\"},\"selection_policy\":{\"id\":\"2249\"}},\"id\":\"1227\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2282\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.1611037673496365,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1794\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.004130865829477859,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1906\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2281\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"1797\"}},\"id\":\"1802\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2380\",\"type\":\"Selection\"},{\"attributes\":{\"data\":{\"x\":[9,10],\"y\":[-2.7179181842651157,-1.2289796069171774]},\"selected\":{\"id\":\"2438\"},\"selection_policy\":{\"id\":\"2437\"}},\"id\":\"1791\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":35.94679444811633,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1037\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1035\"},\"glyph\":{\"id\":\"1036\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1038\"},\"nonselection_glyph\":{\"id\":\"1037\"},\"view\":{\"id\":\"1040\"}},\"id\":\"1039\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1221\"},\"glyph\":{\"id\":\"1222\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1224\"},\"nonselection_glyph\":{\"id\":\"1223\"},\"view\":{\"id\":\"1226\"}},\"id\":\"1225\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"1020\",\"type\":\"PanTool\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.008261731658955718,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1948\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.028916060806345012,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1236\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.008261731658955718,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1949\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[9,10],\"y\":[7.8395816175443604,7.876271419310534]},\"selected\":{\"id\":\"2478\"},\"selection_policy\":{\"id\":\"2477\"}},\"id\":\"1911\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2384\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.10740251156642433,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1278\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1035\"}},\"id\":\"1040\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2379\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"1221\"}},\"id\":\"1226\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.1611037673496365,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1793\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1947\"},\"glyph\":{\"id\":\"1948\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1950\"},\"nonselection_glyph\":{\"id\":\"1949\"},\"view\":{\"id\":\"1952\"}},\"id\":\"1951\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1233\"}},\"id\":\"1238\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2388\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.10740251156642433,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1277\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[5,6],\"y\":[0.4339089702287976,0.338457204274243]},\"selected\":{\"id\":\"2248\"},\"selection_policy\":{\"id\":\"2247\"}},\"id\":\"1221\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1791\"}},\"id\":\"1796\",\"type\":\"CDSView\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.10740251156642433,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1276\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.004130865829477859,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1924\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":5.291639127561137,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1781\",\"type\":\"Line\"},{\"attributes\":{\"axis_label\":\"PCA weighted mean of the clusters\",\"coordinates\":null,\"formatter\":{\"id\":\"2180\"},\"group\":null,\"major_label_policy\":{\"id\":\"2181\"},\"ticker\":{\"id\":\"1017\"}},\"id\":\"1016\",\"type\":\"LinearAxis\"},{\"attributes\":{\"data\":{\"x\":[9,10],\"y\":[-0.6606524622961419,-3.968455028489113]},\"selected\":{\"id\":\"2442\"},\"selection_policy\":{\"id\":\"2441\"}},\"id\":\"1803\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.2395902181097158,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1228\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2284\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"1010\",\"type\":\"LinearScale\"},{\"attributes\":{\"data\":{\"x\":[9,10],\"y\":[-2.7179181842651157,-3.968455028489113]},\"selected\":{\"id\":\"2436\"},\"selection_policy\":{\"id\":\"2435\"}},\"id\":\"1785\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"1017\",\"type\":\"BasicTicker\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1803\"},\"glyph\":{\"id\":\"1804\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1806\"},\"nonselection_glyph\":{\"id\":\"1805\"},\"view\":{\"id\":\"1808\"}},\"id\":\"1807\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2387\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.15284203569068078,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1902\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2385\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1785\"},\"glyph\":{\"id\":\"1786\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1788\"},\"nonselection_glyph\":{\"id\":\"1787\"},\"view\":{\"id\":\"1790\"}},\"id\":\"1789\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data\":{\"x\":[7,8],\"y\":[-5.545487527435966,-8.025294112018218]},\"selected\":{\"id\":\"2304\"},\"selection_policy\":{\"id\":\"2303\"}},\"id\":\"1389\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"1025\",\"type\":\"HelpTool\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1899\"},\"glyph\":{\"id\":\"1900\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1902\"},\"nonselection_glyph\":{\"id\":\"1901\"},\"view\":{\"id\":\"1904\"}},\"id\":\"1903\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1941\"},\"glyph\":{\"id\":\"1942\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1944\"},\"nonselection_glyph\":{\"id\":\"1943\"},\"view\":{\"id\":\"1946\"}},\"id\":\"1945\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1899\"}},\"id\":\"1904\",\"type\":\"CDSView\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.1611037673496365,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1792\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":4.680270984798414,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1798\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1905\"},\"glyph\":{\"id\":\"1906\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1908\"},\"nonselection_glyph\":{\"id\":\"1907\"},\"view\":{\"id\":\"1910\"}},\"id\":\"1909\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":16.85806345009914,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1222\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2283\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.004130865829477859,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1907\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"1006\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"2312\",\"type\":\"Selection\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.04130865829477859,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1894\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2285\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.15284203569068078,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1901\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1779\"}},\"id\":\"1784\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2382\",\"type\":\"Selection\"},{\"attributes\":{\"data\":{\"x\":[9,10],\"y\":[-0.6606524622961419,-1.2289796069171774]},\"selected\":{\"id\":\"2444\"},\"selection_policy\":{\"id\":\"2443\"}},\"id\":\"1809\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.04130865829477859,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1896\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[9,10],\"y\":[7.8395816175443604,5.190596063720403]},\"selected\":{\"id\":\"2476\"},\"selection_policy\":{\"id\":\"2475\"}},\"id\":\"1905\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"group\":null},\"id\":\"2177\",\"type\":\"Title\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":16.85806345009914,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1223\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1275\"},\"glyph\":{\"id\":\"1276\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1278\"},\"nonselection_glyph\":{\"id\":\"1277\"},\"view\":{\"id\":\"1280\"}},\"id\":\"1279\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"axis\":{\"id\":\"1012\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"1015\",\"type\":\"Grid\"},{\"attributes\":{\"data\":{\"x\":[9,10],\"y\":[7.8395816175443604,2.2061222732479067]},\"selected\":{\"id\":\"2474\"},\"selection_policy\":{\"id\":\"2473\"}},\"id\":\"1899\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1941\"}},\"id\":\"1946\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1797\"},\"glyph\":{\"id\":\"1798\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1800\"},\"nonselection_glyph\":{\"id\":\"1799\"},\"view\":{\"id\":\"1802\"}},\"id\":\"1801\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"axis\":{\"id\":\"1016\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"1019\",\"type\":\"Grid\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":16.85806345009914,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1224\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.008261731658955718,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1950\",\"type\":\"Line\"},{\"attributes\":{\"overlay\":{\"id\":\"1026\"}},\"id\":\"1022\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"data\":{\"x\":[6,7],\"y\":[-5.516343612663438,0.20618685519633592]},\"selected\":{\"id\":\"2266\"},\"selection_policy\":{\"id\":\"2265\"}},\"id\":\"1275\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data\":{\"x\":[5,6],\"y\":[0.4339089702287976,7.72734179239294]},\"selected\":{\"id\":\"2252\"},\"selection_policy\":{\"id\":\"2251\"}},\"id\":\"1233\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":5.291639127561137,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1782\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"1021\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.2395902181097158,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1230\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.1197951090548579,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1805\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1227\"},\"glyph\":{\"id\":\"1228\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1230\"},\"nonselection_glyph\":{\"id\":\"1229\"},\"view\":{\"id\":\"1232\"}},\"id\":\"1231\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.020654329147389294,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1787\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"1023\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"2222\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2438\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2218\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2436\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2224\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2223\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2433\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2221\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2434\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2437\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2226\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2431\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2220\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2430\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2219\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2225\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2435\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2217\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2432\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2429\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data\":{\"x\":[5,6],\"y\":[-5.4664197303712685,0.338457204274243]},\"selected\":{\"id\":\"2240\"},\"selection_policy\":{\"id\":\"2239\"}},\"id\":\"1197\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1137\"}},\"id\":\"1142\",\"type\":\"CDSView\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":9.695142101784535,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1270\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":9.695142101784535,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1271\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.30568407138136156,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1152\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":3.8458360872438866,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1913\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.7848645076007932,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1162\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.053701255783212165,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1168\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1155\"}},\"id\":\"1160\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"1191\"}},\"id\":\"1196\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1149\"},\"glyph\":{\"id\":\"1150\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1152\"},\"nonselection_glyph\":{\"id\":\"1151\"},\"view\":{\"id\":\"1154\"}},\"id\":\"1153\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.30568407138136156,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1151\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1917\"}},\"id\":\"1922\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{\"x\":[6,7],\"y\":[-5.516343612663438,-5.545487527435966]},\"selected\":{\"id\":\"2264\"},\"selection_policy\":{\"id\":\"2263\"}},\"id\":\"1269\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1917\"},\"glyph\":{\"id\":\"1918\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1920\"},\"nonselection_glyph\":{\"id\":\"1919\"},\"view\":{\"id\":\"1922\"}},\"id\":\"1921\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":16.44084600132188,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1157\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1155\"},\"glyph\":{\"id\":\"1156\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1158\"},\"nonselection_glyph\":{\"id\":\"1157\"},\"view\":{\"id\":\"1160\"}},\"id\":\"1159\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":12.198446794448117,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1145\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1149\"}},\"id\":\"1154\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{\"x\":[9,10],\"y\":[7.886530513786899,5.190596063720403]},\"selected\":{\"id\":\"2482\"},\"selection_policy\":{\"id\":\"2481\"}},\"id\":\"1923\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.004130865829477859,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1926\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":9.802544613350959,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1193\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.7848645076007932,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1163\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1137\"},\"glyph\":{\"id\":\"1138\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1140\"},\"nonselection_glyph\":{\"id\":\"1139\"},\"view\":{\"id\":\"1142\"}},\"id\":\"1141\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data\":{\"x\":[4,5],\"y\":[0.6106516582754518,6.253623439500783]},\"selected\":{\"id\":\"2228\"},\"selection_policy\":{\"id\":\"2227\"}},\"id\":\"1161\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":9.802544613350959,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1194\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1161\"},\"glyph\":{\"id\":\"1162\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1164\"},\"nonselection_glyph\":{\"id\":\"1163\"},\"view\":{\"id\":\"1166\"}},\"id\":\"1165\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.5535360211500331,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1920\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.5535360211500331,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1919\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1143\"}},\"id\":\"1148\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1143\"},\"glyph\":{\"id\":\"1144\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1146\"},\"nonselection_glyph\":{\"id\":\"1145\"},\"view\":{\"id\":\"1148\"}},\"id\":\"1147\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.30568407138136156,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1150\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":3.8458360872438866,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1914\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":3.2923000660938535,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1930\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[4,5],\"y\":[-2.4125537463318434,0.4339089702287976]},\"selected\":{\"id\":\"2224\"},\"selection_policy\":{\"id\":\"2223\"}},\"id\":\"1149\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1191\"},\"glyph\":{\"id\":\"1192\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1194\"},\"nonselection_glyph\":{\"id\":\"1193\"},\"view\":{\"id\":\"1196\"}},\"id\":\"1195\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data\":{\"x\":[4,5],\"y\":[-5.374596262995331,0.4339089702287976]},\"selected\":{\"id\":\"2220\"},\"selection_policy\":{\"id\":\"2219\"}},\"id\":\"1137\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.17762723066754793,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1200\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.17762723066754793,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1199\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.17762723066754793,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1198\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1911\"}},\"id\":\"1916\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1923\"},\"glyph\":{\"id\":\"1924\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1926\"},\"nonselection_glyph\":{\"id\":\"1925\"},\"view\":{\"id\":\"1928\"}},\"id\":\"1927\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.26437541308658297,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1139\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[4,5],\"y\":[-2.4125537463318434,-2.4580540414951964]},\"selected\":{\"id\":\"2222\"},\"selection_policy\":{\"id\":\"2221\"}},\"id\":\"1143\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1161\"}},\"id\":\"1166\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{\"x\":[4,5],\"y\":[0.6106516582754518,7.693387858681012]},\"selected\":{\"id\":\"2230\"},\"selection_policy\":{\"id\":\"2229\"}},\"id\":\"1167\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.7848645076007932,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1164\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":12.198446794448117,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1144\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1911\"},\"glyph\":{\"id\":\"1912\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1914\"},\"nonselection_glyph\":{\"id\":\"1913\"},\"view\":{\"id\":\"1916\"}},\"id\":\"1915\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1923\"}},\"id\":\"1928\",\"type\":\"CDSView\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.5535360211500331,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1918\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[4,5],\"y\":[0.6106516582754518,0.4339089702287976]},\"selected\":{\"id\":\"2226\"},\"selection_policy\":{\"id\":\"2225\"}},\"id\":\"1155\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.004130865829477859,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1925\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":16.44084600132188,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1156\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[9,10],\"y\":[7.8395816175443604,7.904293559348868]},\"selected\":{\"id\":\"2480\"},\"selection_policy\":{\"id\":\"2479\"}},\"id\":\"1917\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.053701255783212165,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1169\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.26437541308658297,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1140\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":12.198446794448117,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1146\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":16.44084600132188,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1158\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[2,3],\"y\":[-2.449327311623589,-4.548759734494402]},\"selected\":{\"id\":\"2190\"},\"selection_policy\":{\"id\":\"2189\"}},\"id\":\"1047\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2199\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2304\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2398\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":18.19646397884997,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1049\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1959\"},\"glyph\":{\"id\":\"1960\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1962\"},\"nonselection_glyph\":{\"id\":\"1961\"},\"view\":{\"id\":\"1964\"}},\"id\":\"1963\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2302\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":5.6923331130204895,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1962\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2396\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":5.6923331130204895,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1961\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2303\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":17.75033046926636,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1054\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1113\"},\"glyph\":{\"id\":\"1114\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1116\"},\"nonselection_glyph\":{\"id\":\"1115\"},\"view\":{\"id\":\"1118\"}},\"id\":\"1117\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1041\"}},\"id\":\"1046\",\"type\":\"CDSView\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":10.149537343027099,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1066\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2394\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1965\"},\"glyph\":{\"id\":\"1966\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1968\"},\"nonselection_glyph\":{\"id\":\"1967\"},\"view\":{\"id\":\"1970\"}},\"id\":\"1969\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data\":{\"x\":[2,3],\"y\":[6.262590931071661,7.533824729926742]},\"selected\":{\"id\":\"2196\"},\"selection_policy\":{\"id\":\"2195\"}},\"id\":\"1065\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2201\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":10.149537343027099,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1068\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2299\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data\":{\"x\":[1,2],\"y\":[2.4932508597159287e-15,-2.449327311623589]},\"selected\":{\"id\":\"2186\"},\"selection_policy\":{\"id\":\"2185\"}},\"id\":\"1035\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1059\"}},\"id\":\"1064\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{\"x\":[2,3],\"y\":[-2.449327311623589,0.28893488831618486]},\"selected\":{\"id\":\"2192\"},\"selection_policy\":{\"id\":\"2191\"}},\"id\":\"1053\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1113\"}},\"id\":\"1118\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2195\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":35.94679444811633,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1036\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2399\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data\":{\"x\":[3,4],\"y\":[-4.548759734494402,-5.374596262995331]},\"selected\":{\"id\":\"2198\"},\"selection_policy\":{\"id\":\"2197\"}},\"id\":\"1071\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1041\"},\"glyph\":{\"id\":\"1042\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1044\"},\"nonselection_glyph\":{\"id\":\"1043\"},\"view\":{\"id\":\"1046\"}},\"id\":\"1045\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2198\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":14.053205551883675,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1043\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[1,2],\"y\":[2.4932508597159287e-15,6.262590931071661]},\"selected\":{\"id\":\"2188\"},\"selection_policy\":{\"id\":\"2187\"}},\"id\":\"1041\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":18.19646397884997,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1050\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2395\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"1959\"}},\"id\":\"1964\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":3.9036682088565766,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1061\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":17.75033046926636,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1055\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2300\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":17.75033046926636,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1056\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2196\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2202\",\"type\":\"Selection\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":18.19646397884997,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1048\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":3.9036682088565766,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1060\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2200\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1059\"},\"glyph\":{\"id\":\"1060\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1062\"},\"nonselection_glyph\":{\"id\":\"1061\"},\"view\":{\"id\":\"1064\"}},\"id\":\"1063\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1065\"}},\"id\":\"1070\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":10.269332452081958,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1073\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2301\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2197\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1053\"},\"glyph\":{\"id\":\"1054\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1056\"},\"nonselection_glyph\":{\"id\":\"1055\"},\"view\":{\"id\":\"1058\"}},\"id\":\"1057\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1047\"}},\"id\":\"1052\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{\"x\":[2,3],\"y\":[6.262590931071661,0.28893488831618486]},\"selected\":{\"id\":\"2194\"},\"selection_policy\":{\"id\":\"2193\"}},\"id\":\"1059\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2397\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1065\"},\"glyph\":{\"id\":\"1066\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1068\"},\"nonselection_glyph\":{\"id\":\"1067\"},\"view\":{\"id\":\"1070\"}},\"id\":\"1069\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.024785194976867153,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1968\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1047\"},\"glyph\":{\"id\":\"1048\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1050\"},\"nonselection_glyph\":{\"id\":\"1049\"},\"view\":{\"id\":\"1052\"}},\"id\":\"1051\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":14.053205551883675,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1044\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2393\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":3.9036682088565766,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1062\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":10.149537343027099,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1067\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.024785194976867153,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1967\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[10,11],\"y\":[-3.9734676647832594,-0.7371811971246309]},\"selected\":{\"id\":\"2496\"},\"selection_policy\":{\"id\":\"2495\"}},\"id\":\"1965\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":14.053205551883675,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1042\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1053\"}},\"id\":\"1058\",\"type\":\"CDSView\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":10.269332452081958,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1072\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.024785194976867153,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1966\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.04543952412425645,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1355\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[8,9],\"y\":[2.03399097111954,-0.6606524622961419]},\"selected\":{\"id\":\"2386\"},\"selection_policy\":{\"id\":\"2385\"}},\"id\":\"1635\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.004130865829477859,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1853\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1407\"},\"glyph\":{\"id\":\"1408\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1410\"},\"nonselection_glyph\":{\"id\":\"1409\"},\"view\":{\"id\":\"1412\"}},\"id\":\"1411\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data\":{\"x\":[10,11],\"y\":[-8.074115047407588,-8.08645340396341]},\"selected\":{\"id\":\"2488\"},\"selection_policy\":{\"id\":\"2487\"}},\"id\":\"1941\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data\":{\"x\":[7,8],\"y\":[-5.545487527435966,-0.6725789761591214]},\"selected\":{\"id\":\"2310\"},\"selection_policy\":{\"id\":\"2309\"}},\"id\":\"1407\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data\":{\"x\":[8,9],\"y\":[-0.6725789761591214,5.194640057112494]},\"selected\":{\"id\":\"2384\"},\"selection_policy\":{\"id\":\"2383\"}},\"id\":\"1629\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data\":{\"x\":[6,7],\"y\":[5.494620465117069,7.897817531370854]},\"selected\":{\"id\":\"2292\"},\"selection_policy\":{\"id\":\"2291\"}},\"id\":\"1353\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1629\"},\"glyph\":{\"id\":\"1630\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1632\"},\"nonselection_glyph\":{\"id\":\"1631\"},\"view\":{\"id\":\"1634\"}},\"id\":\"1633\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.10327164573694647,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1403\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1359\"},\"glyph\":{\"id\":\"1360\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1362\"},\"nonselection_glyph\":{\"id\":\"1361\"},\"view\":{\"id\":\"1364\"}},\"id\":\"1363\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1371\"}},\"id\":\"1376\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{\"x\":[8,9],\"y\":[-0.6725789761591214,-0.6606524622961419]},\"selected\":{\"id\":\"2380\"},\"selection_policy\":{\"id\":\"2379\"}},\"id\":\"1617\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1377\"},\"glyph\":{\"id\":\"1378\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1380\"},\"nonselection_glyph\":{\"id\":\"1379\"},\"view\":{\"id\":\"1382\"}},\"id\":\"1381\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.04543952412425645,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1636\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.4791804362194316,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1409\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1605\"}},\"id\":\"1610\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.4791804362194316,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1410\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.10740251156642433,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1625\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1413\"}},\"id\":\"1418\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2258\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1371\"},\"glyph\":{\"id\":\"1372\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1374\"},\"nonselection_glyph\":{\"id\":\"1373\"},\"view\":{\"id\":\"1376\"}},\"id\":\"1375\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1611\"}},\"id\":\"1616\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1419\"},\"glyph\":{\"id\":\"1420\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1422\"},\"nonselection_glyph\":{\"id\":\"1421\"},\"view\":{\"id\":\"1424\"}},\"id\":\"1423\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data\":{\"x\":[8,9],\"y\":[2.03399097111954,1.957380445854458]},\"selected\":{\"id\":\"2388\"},\"selection_policy\":{\"id\":\"2387\"}},\"id\":\"1641\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.14458030403172506,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1385\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.008261731658955718,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1361\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.10740251156642433,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1626\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1419\"}},\"id\":\"1424\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2261\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.008261731658955718,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1360\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.049570389953734306,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1607\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.04543952412425645,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1637\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.22306675479180438,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1427\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1839\"}},\"id\":\"1844\",\"type\":\"CDSView\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":4.5067746199603445,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1372\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1737\"},\"glyph\":{\"id\":\"1738\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1740\"},\"nonselection_glyph\":{\"id\":\"1739\"},\"view\":{\"id\":\"1742\"}},\"id\":\"1741\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.10327164573694647,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1402\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1401\"}},\"id\":\"1406\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.22306675479180438,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1428\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1629\"}},\"id\":\"1634\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.004130865829477859,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1367\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[9,10],\"y\":[-8.042438379462656,-1.2289796069171774]},\"selected\":{\"id\":\"2422\"},\"selection_policy\":{\"id\":\"2421\"}},\"id\":\"1743\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1353\"},\"glyph\":{\"id\":\"1354\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1356\"},\"nonselection_glyph\":{\"id\":\"1355\"},\"view\":{\"id\":\"1358\"}},\"id\":\"1357\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1635\"},\"glyph\":{\"id\":\"1636\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1638\"},\"nonselection_glyph\":{\"id\":\"1637\"},\"view\":{\"id\":\"1640\"}},\"id\":\"1639\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1755\"}},\"id\":\"1760\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1401\"},\"glyph\":{\"id\":\"1402\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1404\"},\"nonselection_glyph\":{\"id\":\"1403\"},\"view\":{\"id\":\"1406\"}},\"id\":\"1405\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.049570389953734306,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1608\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1839\"},\"glyph\":{\"id\":\"1840\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1842\"},\"nonselection_glyph\":{\"id\":\"1841\"},\"view\":{\"id\":\"1844\"}},\"id\":\"1843\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1359\"}},\"id\":\"1364\",\"type\":\"CDSView\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.008261731658955718,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1750\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1623\"}},\"id\":\"1628\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{\"x\":[6,7],\"y\":[7.72734179239294,7.178323877565047]},\"selected\":{\"id\":\"2298\"},\"selection_policy\":{\"id\":\"2297\"}},\"id\":\"1371\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.4296100462656973,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1756\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":2.862690019828156,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1942\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2262\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1383\"},\"glyph\":{\"id\":\"1384\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1386\"},\"nonselection_glyph\":{\"id\":\"1385\"},\"view\":{\"id\":\"1388\"}},\"id\":\"1387\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2264\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"1377\"}},\"id\":\"1382\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.04543952412425645,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1631\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[8,9],\"y\":[7.864192137279412,7.886530513786899]},\"selected\":{\"id\":\"2418\"},\"selection_policy\":{\"id\":\"2417\"}},\"id\":\"1731\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.7972571050892268,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1416\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":4.5067746199603445,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1373\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1635\"}},\"id\":\"1640\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{\"x\":[9,10],\"y\":[-4.0702805958248005,-8.074115047407588]},\"selected\":{\"id\":\"2424\"},\"selection_policy\":{\"id\":\"2423\"}},\"id\":\"1749\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1731\"},\"glyph\":{\"id\":\"1732\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1734\"},\"nonselection_glyph\":{\"id\":\"1733\"},\"view\":{\"id\":\"1736\"}},\"id\":\"1735\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.008261731658955718,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1362\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2257\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":3.217944481163252,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1379\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.04543952412425645,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1638\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.008261731658955718,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1752\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1425\"}},\"id\":\"1430\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":7.71645736946464,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1643\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2263\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1425\"},\"glyph\":{\"id\":\"1426\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1428\"},\"nonselection_glyph\":{\"id\":\"1427\"},\"view\":{\"id\":\"1430\"}},\"id\":\"1429\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":3.2923000660938535,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1732\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1395\"}},\"id\":\"1400\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.5494051553205552,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1728\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.03304692663582287,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1745\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1623\"},\"glyph\":{\"id\":\"1624\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1626\"},\"nonselection_glyph\":{\"id\":\"1625\"},\"view\":{\"id\":\"1628\"}},\"id\":\"1627\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data\":{\"x\":[7,8],\"y\":[-2.4073553250329107,2.03399097111954]},\"selected\":{\"id\":\"2318\"},\"selection_policy\":{\"id\":\"2317\"}},\"id\":\"1431\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.04543952412425645,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1722\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1719\"},\"glyph\":{\"id\":\"1720\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1722\"},\"nonselection_glyph\":{\"id\":\"1721\"},\"view\":{\"id\":\"1724\"}},\"id\":\"1723\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":2.4991738268341046,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1842\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1743\"},\"glyph\":{\"id\":\"1744\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1746\"},\"nonselection_glyph\":{\"id\":\"1745\"},\"view\":{\"id\":\"1748\"}},\"id\":\"1747\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1749\"},\"glyph\":{\"id\":\"1750\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1752\"},\"nonselection_glyph\":{\"id\":\"1751\"},\"view\":{\"id\":\"1754\"}},\"id\":\"1753\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.04543952412425645,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1356\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1755\"},\"glyph\":{\"id\":\"1756\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1758\"},\"nonselection_glyph\":{\"id\":\"1757\"},\"view\":{\"id\":\"1760\"}},\"id\":\"1759\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.04543952412425645,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1630\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":10.095836087243887,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1420\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.10740251156642433,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1624\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":3.2923000660938535,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1734\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1641\"},\"glyph\":{\"id\":\"1642\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1644\"},\"nonselection_glyph\":{\"id\":\"1643\"},\"view\":{\"id\":\"1646\"}},\"id\":\"1645\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data\":{\"x\":[7,8],\"y\":[-2.4073553250329107,-4.084076711060315]},\"selected\":{\"id\":\"2312\"},\"selection_policy\":{\"id\":\"2311\"}},\"id\":\"1413\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":7.71645736946464,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1644\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.4296100462656973,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1757\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2259\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.04543952412425645,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1354\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1743\"}},\"id\":\"1748\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":3.217944481163252,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1380\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1407\"}},\"id\":\"1412\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{\"x\":[8,9],\"y\":[-0.6725789761591214,1.957380445854458]},\"selected\":{\"id\":\"2382\"},\"selection_policy\":{\"id\":\"2381\"}},\"id\":\"1623\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1713\"}},\"id\":\"1718\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1611\"},\"glyph\":{\"id\":\"1612\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1614\"},\"nonselection_glyph\":{\"id\":\"1613\"},\"view\":{\"id\":\"1616\"}},\"id\":\"1615\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1749\"}},\"id\":\"1754\",\"type\":\"CDSView\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.004130865829477859,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1852\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[6,7],\"y\":[7.72734179239294,7.897817531370854]},\"selected\":{\"id\":\"2300\"},\"selection_policy\":{\"id\":\"2299\"}},\"id\":\"1377\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":10.748512888301388,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1618\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.7972571050892268,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1414\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[6,7],\"y\":[15.069894820715017,15.069894820715017]},\"selected\":{\"id\":\"2302\"},\"selection_policy\":{\"id\":\"2301\"}},\"id\":\"1383\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.012392597488433577,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1613\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":4.5067746199603445,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1374\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1599\"}},\"id\":\"1604\",\"type\":\"CDSView\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.04543952412425645,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1720\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.4791804362194316,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1408\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.012392597488433577,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1614\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[8,9],\"y\":[7.864192137279412,5.194640057112494]},\"selected\":{\"id\":\"2414\"},\"selection_policy\":{\"id\":\"2413\"}},\"id\":\"1719\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1605\"},\"glyph\":{\"id\":\"1606\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1608\"},\"nonselection_glyph\":{\"id\":\"1607\"},\"view\":{\"id\":\"1610\"}},\"id\":\"1609\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data\":{\"x\":[6,7],\"y\":[7.72734179239294,0.20618685519633592]},\"selected\":{\"id\":\"2294\"},\"selection_policy\":{\"id\":\"2293\"}},\"id\":\"1359\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":7.71645736946464,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1642\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.004130865829477859,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1368\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":10.748512888301388,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1619\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1725\"},\"glyph\":{\"id\":\"1726\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1728\"},\"nonselection_glyph\":{\"id\":\"1727\"},\"view\":{\"id\":\"1730\"}},\"id\":\"1729\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.012392597488433577,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1612\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1365\"},\"glyph\":{\"id\":\"1366\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1368\"},\"nonselection_glyph\":{\"id\":\"1367\"},\"view\":{\"id\":\"1370\"}},\"id\":\"1369\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data\":{\"x\":[8,9],\"y\":[-0.6725789761591214,-2.7179181842651157]},\"selected\":{\"id\":\"2378\"},\"selection_policy\":{\"id\":\"2377\"}},\"id\":\"1611\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1599\"},\"glyph\":{\"id\":\"1600\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1602\"},\"nonselection_glyph\":{\"id\":\"1601\"},\"view\":{\"id\":\"1604\"}},\"id\":\"1603\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1713\"},\"glyph\":{\"id\":\"1714\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1716\"},\"nonselection_glyph\":{\"id\":\"1715\"},\"view\":{\"id\":\"1718\"}},\"id\":\"1717\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.14458030403172506,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1386\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[7,8],\"y\":[-5.545487527435966,-2.6915697171596555]},\"selected\":{\"id\":\"2308\"},\"selection_policy\":{\"id\":\"2307\"}},\"id\":\"1401\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.5494051553205552,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1727\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.10327164573694647,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1404\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1731\"}},\"id\":\"1736\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{\"x\":[7,8],\"y\":[-2.4073553250329107,-2.6915697171596555]},\"selected\":{\"id\":\"2314\"},\"selection_policy\":{\"id\":\"2313\"}},\"id\":\"1419\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.04543952412425645,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1721\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2260\",\"type\":\"Selection\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.004130865829477859,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1366\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1617\"}},\"id\":\"1622\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{\"x\":[7,8],\"y\":[-2.4073553250329107,-0.6725789761591214]},\"selected\":{\"id\":\"2316\"},\"selection_policy\":{\"id\":\"2315\"}},\"id\":\"1425\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data\":{\"x\":[8,9],\"y\":[-0.6725789761591214,-4.0702805958248005]},\"selected\":{\"id\":\"2376\"},\"selection_policy\":{\"id\":\"2375\"}},\"id\":\"1605\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data\":{\"x\":[9,10],\"y\":[-4.0702805958248005,-3.968455028489113]},\"selected\":{\"id\":\"2428\"},\"selection_policy\":{\"id\":\"2427\"}},\"id\":\"1761\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":10.095836087243887,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1421\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1719\"}},\"id\":\"1724\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1413\"},\"glyph\":{\"id\":\"1414\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1416\"},\"nonselection_glyph\":{\"id\":\"1415\"},\"view\":{\"id\":\"1418\"}},\"id\":\"1417\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.4296100462656973,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1758\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2308\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"1383\"}},\"id\":\"1388\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":10.748512888301388,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1620\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[8,9],\"y\":[7.864192137279412,7.8395816175443604]},\"selected\":{\"id\":\"2416\"},\"selection_policy\":{\"id\":\"2415\"}},\"id\":\"1725\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data\":{\"x\":[6,7],\"y\":[7.72734179239294,5.150676112359968]},\"selected\":{\"id\":\"2296\"},\"selection_policy\":{\"id\":\"2295\"}},\"id\":\"1365\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.03304692663582287,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1744\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":7.241407799074686,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1762\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.14458030403172506,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1384\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":3.2923000660938535,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1733\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":2.862690019828156,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1740\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1737\"}},\"id\":\"1742\",\"type\":\"CDSView\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":1.0864177131526769,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1432\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.03304692663582287,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1746\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":10.095836087243887,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1422\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[9,10],\"y\":[-4.0702805958248005,-3.9734676647832594]},\"selected\":{\"id\":\"2426\"},\"selection_policy\":{\"id\":\"2425\"}},\"id\":\"1755\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.22306675479180438,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1426\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.008261731658955718,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1751\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1365\"}},\"id\":\"1370\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.04543952412425645,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1632\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.7972571050892268,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1415\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":2.862690019828156,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1943\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1353\"}},\"id\":\"1358\",\"type\":\"CDSView\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.049570389953734306,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1606\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1725\"}},\"id\":\"1730\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1617\"},\"glyph\":{\"id\":\"1618\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1620\"},\"nonselection_glyph\":{\"id\":\"1619\"},\"view\":{\"id\":\"1622\"}},\"id\":\"1621\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":3.217944481163252,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1378\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.5494051553205552,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1726\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2485\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":5.291639127561137,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1780\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2489\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2441\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1761\"},\"glyph\":{\"id\":\"1762\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1764\"},\"nonselection_glyph\":{\"id\":\"1763\"},\"view\":{\"id\":\"1766\"}},\"id\":\"1765\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data\":{\"x\":[9,10],\"y\":[-4.0702805958248005,-0.7368951704242055]},\"selected\":{\"id\":\"2432\"},\"selection_policy\":{\"id\":\"2431\"}},\"id\":\"1773\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2440\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2442\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2486\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1767\"},\"glyph\":{\"id\":\"1768\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1770\"},\"nonselection_glyph\":{\"id\":\"1769\"},\"view\":{\"id\":\"1772\"}},\"id\":\"1771\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2492\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2445\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.27676801057501654,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1770\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":7.241407799074686,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1764\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[9,10],\"y\":[-2.7179181842651157,-3.9734676647832594]},\"selected\":{\"id\":\"2434\"},\"selection_policy\":{\"id\":\"2433\"}},\"id\":\"1779\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2490\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1773\"},\"glyph\":{\"id\":\"1774\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1776\"},\"nonselection_glyph\":{\"id\":\"1775\"},\"view\":{\"id\":\"1778\"}},\"id\":\"1777\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2439\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2491\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"1767\"}},\"id\":\"1772\",\"type\":\"CDSView\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.27676801057501654,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1768\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":7.241407799074686,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1763\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2443\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data\":{\"x\":[9,10],\"y\":[-4.0702805958248005,-1.2289796069171774]},\"selected\":{\"id\":\"2430\"},\"selection_policy\":{\"id\":\"2429\"}},\"id\":\"1767\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2446\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2447\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"1773\"}},\"id\":\"1778\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2444\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.27676801057501654,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1769\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2488\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.07848645076007932,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1776\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.07848645076007932,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1774\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1761\"}},\"id\":\"1766\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2448\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.07848645076007932,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1775\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2487\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2456\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2370\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2334\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2455\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2450\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2545\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2546\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2333\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2363\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2338\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2364\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2511\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2512\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2366\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2335\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2547\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2371\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2449\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2548\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2368\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2372\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2513\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2452\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2337\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2514\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2369\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2454\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2549\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2336\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2550\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2367\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2365\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2453\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2515\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2451\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2516\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.004130865829477859,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2022\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1293\"}},\"id\":\"1298\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":7.54296100462657,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2039\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.03304692663582287,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1284\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2013\"},\"glyph\":{\"id\":\"2014\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2016\"},\"nonselection_glyph\":{\"id\":\"2015\"},\"view\":{\"id\":\"2018\"}},\"id\":\"2017\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1251\"}},\"id\":\"1256\",\"type\":\"CDSView\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":12.008426966292136,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1288\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.012392597488433577,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1301\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.024785194976867153,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1997\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":16.4738929279577,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1312\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"2001\"}},\"id\":\"2006\",\"type\":\"CDSView\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.049570389953734306,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2026\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[6,7],\"y\":[-2.458816765705165,0.20618685519633592]},\"selected\":{\"id\":\"2272\"},\"selection_policy\":{\"id\":\"2271\"}},\"id\":\"1293\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.012392597488433577,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1302\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":8.10062789160608,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2004\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.14458030403172506,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1253\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1983\"},\"glyph\":{\"id\":\"1984\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1986\"},\"nonselection_glyph\":{\"id\":\"1985\"},\"view\":{\"id\":\"1988\"}},\"id\":\"1987\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":7.654494382022472,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1264\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[10,11],\"y\":[-1.2289796069171774,-1.3125922633548734]},\"selected\":{\"id\":\"2508\"},\"selection_policy\":{\"id\":\"2507\"}},\"id\":\"2001\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.049570389953734306,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2010\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[5,6],\"y\":[6.253623439500783,15.069894820715017]},\"selected\":{\"id\":\"2258\"},\"selection_policy\":{\"id\":\"2257\"}},\"id\":\"1251\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2031\"},\"glyph\":{\"id\":\"2032\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2034\"},\"nonselection_glyph\":{\"id\":\"2033\"},\"view\":{\"id\":\"2036\"}},\"id\":\"2035\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1263\"}},\"id\":\"1268\",\"type\":\"CDSView\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.03304692663582287,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1282\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.351123595505618,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2014\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[6,7],\"y\":[0.338457204274243,-2.4073553250329107]},\"selected\":{\"id\":\"2276\"},\"selection_policy\":{\"id\":\"2275\"}},\"id\":\"1305\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2007\"},\"glyph\":{\"id\":\"2008\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2010\"},\"nonselection_glyph\":{\"id\":\"2009\"},\"view\":{\"id\":\"2012\"}},\"id\":\"2011\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1245\"}},\"id\":\"1250\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.004130865829477859,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2034\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.012392597488433577,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1300\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.028916060806345012,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2044\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"2031\"}},\"id\":\"2036\",\"type\":\"CDSView\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":7.54296100462657,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2038\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.024785194976867153,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1998\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"2013\"}},\"id\":\"2018\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1989\"},\"glyph\":{\"id\":\"1990\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1992\"},\"nonselection_glyph\":{\"id\":\"1991\"},\"view\":{\"id\":\"1994\"}},\"id\":\"1993\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.19415069398545937,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1307\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.028916060806345012,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2045\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2025\"},\"glyph\":{\"id\":\"2026\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2028\"},\"nonselection_glyph\":{\"id\":\"2027\"},\"view\":{\"id\":\"2030\"}},\"id\":\"2029\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1257\"}},\"id\":\"1262\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{\"x\":[10,11],\"y\":[-1.2289796069171774,-3.970212711633009]},\"selected\":{\"id\":\"2506\"},\"selection_policy\":{\"id\":\"2505\"}},\"id\":\"1995\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1287\"},\"glyph\":{\"id\":\"1288\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1290\"},\"nonselection_glyph\":{\"id\":\"1289\"},\"view\":{\"id\":\"1292\"}},\"id\":\"1291\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":8.10062789160608,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2002\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[10,11],\"y\":[-1.2289796069171774,-0.7371811971246309]},\"selected\":{\"id\":\"2510\"},\"selection_policy\":{\"id\":\"2509\"}},\"id\":\"2007\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1299\"},\"glyph\":{\"id\":\"1300\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1302\"},\"nonselection_glyph\":{\"id\":\"1301\"},\"view\":{\"id\":\"1304\"}},\"id\":\"1303\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2019\"},\"glyph\":{\"id\":\"2020\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2022\"},\"nonselection_glyph\":{\"id\":\"2021\"},\"view\":{\"id\":\"2024\"}},\"id\":\"2023\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1251\"},\"glyph\":{\"id\":\"1252\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1254\"},\"nonselection_glyph\":{\"id\":\"1253\"},\"view\":{\"id\":\"1256\"}},\"id\":\"1255\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.14458030403172506,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1254\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1257\"},\"glyph\":{\"id\":\"1258\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1260\"},\"nonselection_glyph\":{\"id\":\"1259\"},\"view\":{\"id\":\"1262\"}},\"id\":\"1261\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.049570389953734306,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2008\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1287\"}},\"id\":\"1292\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.351123595505618,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2015\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.053701255783212165,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1248\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.024785194976867153,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1992\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.004130865829477859,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2033\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[5,6],\"y\":[6.253623439500783,7.72734179239294]},\"selected\":{\"id\":\"2256\"},\"selection_policy\":{\"id\":\"2255\"}},\"id\":\"1245\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.1197951090548579,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1295\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[10,11],\"y\":[-3.968455028489113,2.073981787579873]},\"selected\":{\"id\":\"2504\"},\"selection_policy\":{\"id\":\"2503\"}},\"id\":\"1989\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data\":{\"x\":[10,11],\"y\":[-0.7368951704242055,-0.7371811971246309]},\"selected\":{\"id\":\"2520\"},\"selection_policy\":{\"id\":\"2519\"}},\"id\":\"2037\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.10740251156642433,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1258\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[10,11],\"y\":[-1.2289796069171774,2.073981787579873]},\"selected\":{\"id\":\"2512\"},\"selection_policy\":{\"id\":\"2511\"}},\"id\":\"2013\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.351123595505618,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2016\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.10740251156642433,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1259\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"2007\"}},\"id\":\"2012\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":7.654494382022472,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1266\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1245\"},\"glyph\":{\"id\":\"1246\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1248\"},\"nonselection_glyph\":{\"id\":\"1247\"},\"view\":{\"id\":\"1250\"}},\"id\":\"1249\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.049570389953734306,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2027\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1293\"},\"glyph\":{\"id\":\"1294\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1296\"},\"nonselection_glyph\":{\"id\":\"1295\"},\"view\":{\"id\":\"1298\"}},\"id\":\"1297\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":7.654494382022472,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1265\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1995\"}},\"id\":\"2000\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{\"x\":[10,11],\"y\":[-1.2289796069171774,5.193288826232516]},\"selected\":{\"id\":\"2514\"},\"selection_policy\":{\"id\":\"2513\"}},\"id\":\"2019\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data\":{\"x\":[5,6],\"y\":[7.693387858681012,7.72734179239294]},\"selected\":{\"id\":\"2262\"},\"selection_policy\":{\"id\":\"2261\"}},\"id\":\"1263\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":8.10062789160608,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2003\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.03304692663582287,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1283\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.024785194976867153,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1990\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.1197951090548579,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1294\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1305\"},\"glyph\":{\"id\":\"1306\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1308\"},\"nonselection_glyph\":{\"id\":\"1307\"},\"view\":{\"id\":\"1310\"}},\"id\":\"1309\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2001\"},\"glyph\":{\"id\":\"2002\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2004\"},\"nonselection_glyph\":{\"id\":\"2003\"},\"view\":{\"id\":\"2006\"}},\"id\":\"2005\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data\":{\"x\":[10,11],\"y\":[-0.7368951704242055,2.073981787579873]},\"selected\":{\"id\":\"2522\"},\"selection_policy\":{\"id\":\"2521\"}},\"id\":\"2043\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data\":{\"x\":[6,7],\"y\":[-2.458816765705165,7.178323877565047]},\"selected\":{\"id\":\"2274\"},\"selection_policy\":{\"id\":\"2273\"}},\"id\":\"1299\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.004130865829477859,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2032\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[5,6],\"y\":[6.253623439500783,5.494620465117069]},\"selected\":{\"id\":\"2254\"},\"selection_policy\":{\"id\":\"2253\"}},\"id\":\"1239\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.10740251156642433,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1260\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.19415069398545937,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1306\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[10,11],\"y\":[-0.7368951704242055,-1.3125922633548734]},\"selected\":{\"id\":\"2518\"},\"selection_policy\":{\"id\":\"2517\"}},\"id\":\"2031\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data\":{\"x\":[5,6],\"y\":[7.693387858681012,5.494620465117069]},\"selected\":{\"id\":\"2260\"},\"selection_policy\":{\"id\":\"2259\"}},\"id\":\"1257\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.024785194976867153,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1991\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.053701255783212165,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1246\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":12.008426966292136,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1289\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":7.54296100462657,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2040\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.14458030403172506,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1252\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1989\"}},\"id\":\"1994\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{\"x\":[6,7],\"y\":[-2.458816765705165,-2.4073553250329107]},\"selected\":{\"id\":\"2270\"},\"selection_policy\":{\"id\":\"2269\"}},\"id\":\"1287\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.004130865829477859,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2021\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":2.6230998017184404,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1242\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1995\"},\"glyph\":{\"id\":\"1996\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1998\"},\"nonselection_glyph\":{\"id\":\"1997\"},\"view\":{\"id\":\"2000\"}},\"id\":\"1999\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data\":{\"x\":[6,7],\"y\":[-2.458816765705165,-5.545487527435966]},\"selected\":{\"id\":\"2268\"},\"selection_policy\":{\"id\":\"2267\"}},\"id\":\"1281\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.049570389953734306,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2028\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.008261731658955718,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1870\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2037\"},\"glyph\":{\"id\":\"2038\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2040\"},\"nonselection_glyph\":{\"id\":\"2039\"},\"view\":{\"id\":\"2042\"}},\"id\":\"2041\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1239\"}},\"id\":\"1244\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.028916060806345012,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2046\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1239\"},\"glyph\":{\"id\":\"1240\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1242\"},\"nonselection_glyph\":{\"id\":\"1241\"},\"view\":{\"id\":\"1244\"}},\"id\":\"1243\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"2037\"}},\"id\":\"2042\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":2.6230998017184404,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1241\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[6,7],\"y\":[0.338457204274243,0.20618685519633592]},\"selected\":{\"id\":\"2278\"},\"selection_policy\":{\"id\":\"2277\"}},\"id\":\"1311\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.004130865829477859,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2020\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"2019\"}},\"id\":\"2024\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"1299\"}},\"id\":\"1304\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1281\"},\"glyph\":{\"id\":\"1282\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1284\"},\"nonselection_glyph\":{\"id\":\"1283\"},\"view\":{\"id\":\"1286\"}},\"id\":\"1285\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.053701255783212165,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1247\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1983\"}},\"id\":\"1988\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"1281\"}},\"id\":\"1286\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"2025\"}},\"id\":\"2030\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":12.008426966292136,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1290\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.049570389953734306,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2009\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1263\"},\"glyph\":{\"id\":\"1264\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1266\"},\"nonselection_glyph\":{\"id\":\"1265\"},\"view\":{\"id\":\"1268\"}},\"id\":\"1267\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1275\"}},\"id\":\"1280\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{\"x\":[10,11],\"y\":[-0.7368951704242055,-3.958770726062239]},\"selected\":{\"id\":\"2516\"},\"selection_policy\":{\"id\":\"2515\"}},\"id\":\"2025\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.19415069398545937,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1308\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1305\"}},\"id\":\"1310\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.1197951090548579,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1296\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.024785194976867153,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1996\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2145\"},\"glyph\":{\"id\":\"2146\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2148\"},\"nonselection_glyph\":{\"id\":\"2147\"},\"view\":{\"id\":\"2150\"}},\"id\":\"2149\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2402\",\"type\":\"Selection\"},{\"attributes\":{\"data\":{\"x\":[10,11],\"y\":[7.904293559348868,5.193288826232516]},\"selected\":{\"id\":\"2556\"},\"selection_policy\":{\"id\":\"2555\"}},\"id\":\"2145\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.04543952412425645,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2148\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2157\"},\"glyph\":{\"id\":\"2158\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2160\"},\"nonselection_glyph\":{\"id\":\"2159\"},\"view\":{\"id\":\"2162\"}},\"id\":\"2161\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2266\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2292\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2404\",\"type\":\"Selection\"},{\"attributes\":{\"data\":{\"x\":[10,11],\"y\":[7.904293559348868,5.136064384133304]},\"selected\":{\"id\":\"2554\"},\"selection_policy\":{\"id\":\"2553\"}},\"id\":\"2139\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2401\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":3.2055518836748185,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2154\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"2145\"}},\"id\":\"2150\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.14458030403172506,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2165\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[10,11],\"y\":[7.904293559348868,7.943294878592256]},\"selected\":{\"id\":\"2558\"},\"selection_policy\":{\"id\":\"2557\"}},\"id\":\"2151\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2400\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.04543952412425645,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2147\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.04543952412425645,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2146\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"2163\"}},\"id\":\"2168\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2237\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2294\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2290\",\"type\":\"Selection\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.1404494382022472,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2158\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2405\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.5039656311962988,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2141\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"2157\"}},\"id\":\"2162\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":3.2055518836748185,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2153\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2406\",\"type\":\"Selection\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.14458030403172506,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2164\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.1404494382022472,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2160\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2163\"},\"glyph\":{\"id\":\"2164\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2166\"},\"nonselection_glyph\":{\"id\":\"2165\"},\"view\":{\"id\":\"2168\"}},\"id\":\"2167\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":3.2055518836748185,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2152\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2151\"},\"glyph\":{\"id\":\"2152\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2154\"},\"nonselection_glyph\":{\"id\":\"2153\"},\"view\":{\"id\":\"2156\"}},\"id\":\"2155\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2288\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2139\"},\"glyph\":{\"id\":\"2140\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2142\"},\"nonselection_glyph\":{\"id\":\"2141\"},\"view\":{\"id\":\"2144\"}},\"id\":\"2143\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.1404494382022472,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2159\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2291\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data\":{\"x\":[10,11],\"y\":[15.069894820715017,15.069894820715017]},\"selected\":{\"id\":\"2562\"},\"selection_policy\":{\"id\":\"2561\"}},\"id\":\"2163\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.14458030403172506,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2166\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2236\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2293\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.5039656311962988,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2142\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2235\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2265\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2289\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"2151\"}},\"id\":\"2156\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{\"x\":[10,11],\"y\":[7.904293559348868,8.08091660508535]},\"selected\":{\"id\":\"2560\"},\"selection_policy\":{\"id\":\"2559\"}},\"id\":\"2157\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"2139\"}},\"id\":\"2144\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2403\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2287\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2233\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2234\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2184\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"2411\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2183\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"2414\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2412\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2410\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2408\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2277\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2413\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2273\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2180\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"2275\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2185\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2407\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2276\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2181\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"2278\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2274\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2186\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2409\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1311\"},\"glyph\":{\"id\":\"1312\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1314\"},\"nonselection_glyph\":{\"id\":\"1313\"},\"view\":{\"id\":\"1316\"}},\"id\":\"1315\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2523\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":2.895736946463979,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1559\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2524\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"1875\"}},\"id\":\"1880\",\"type\":\"CDSView\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.03304692663582287,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1318\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1317\"}},\"id\":\"1322\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1887\"},\"glyph\":{\"id\":\"1888\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1890\"},\"nonselection_glyph\":{\"id\":\"1889\"},\"view\":{\"id\":\"1892\"}},\"id\":\"1891\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1311\"}},\"id\":\"1316\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"1335\"}},\"id\":\"1340\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2509\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":2.8874752148050233,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1392\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.07848645076007932,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1337\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":16.4738929279577,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1313\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":2.259583608724389,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1342\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1875\"},\"glyph\":{\"id\":\"1876\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1878\"},\"nonselection_glyph\":{\"id\":\"1877\"},\"view\":{\"id\":\"1880\"}},\"id\":\"1879\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data\":{\"x\":[7,8],\"y\":[-5.545487527435966,-4.084076711060315]},\"selected\":{\"id\":\"2306\"},\"selection_policy\":{\"id\":\"2305\"}},\"id\":\"1395\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2508\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2510\",\"type\":\"Selection\"},{\"attributes\":{\"data\":{\"x\":[9,10],\"y\":[5.194640057112494,7.876271419310534]},\"selected\":{\"id\":\"2470\"},\"selection_policy\":{\"id\":\"2469\"}},\"id\":\"1887\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2525\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.012392597488433577,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1889\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":2.895736946463979,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1558\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1317\"},\"glyph\":{\"id\":\"1318\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1320\"},\"nonselection_glyph\":{\"id\":\"1319\"},\"view\":{\"id\":\"1322\"}},\"id\":\"1321\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data\":{\"x\":[6,7],\"y\":[0.338457204274243,7.897817531370854]},\"selected\":{\"id\":\"2284\"},\"selection_policy\":{\"id\":\"2283\"}},\"id\":\"1329\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2526\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"1389\"}},\"id\":\"1394\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"1329\"}},\"id\":\"1334\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1323\"},\"glyph\":{\"id\":\"1324\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1326\"},\"nonselection_glyph\":{\"id\":\"1325\"},\"view\":{\"id\":\"1328\"}},\"id\":\"1327\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":2.259583608724389,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1343\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1323\"}},\"id\":\"1328\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.4213483146067416,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1326\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.012392597488433577,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1888\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.049570389953734306,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1331\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":2.081956378056841,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1883\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[6,7],\"y\":[5.494620465117069,0.20618685519633592]},\"selected\":{\"id\":\"2286\"},\"selection_policy\":{\"id\":\"2285\"}},\"id\":\"1335\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2505\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1389\"},\"glyph\":{\"id\":\"1390\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1392\"},\"nonselection_glyph\":{\"id\":\"1391\"},\"view\":{\"id\":\"1394\"}},\"id\":\"1393\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.049570389953734306,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1332\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1395\"},\"glyph\":{\"id\":\"1396\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1398\"},\"nonselection_glyph\":{\"id\":\"1397\"},\"view\":{\"id\":\"1400\"}},\"id\":\"1399\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1341\"},\"glyph\":{\"id\":\"1342\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1344\"},\"nonselection_glyph\":{\"id\":\"1343\"},\"view\":{\"id\":\"1346\"}},\"id\":\"1345\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.012392597488433577,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1878\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2527\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data\":{\"x\":[6,7],\"y\":[0.338457204274243,5.150676112359968]},\"selected\":{\"id\":\"2280\"},\"selection_policy\":{\"id\":\"2279\"}},\"id\":\"1317\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":2.259583608724389,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1344\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2528\",\"type\":\"Selection\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.4213483146067416,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1324\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":6.258261731658957,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1398\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2507\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":16.4738929279577,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1314\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[6,7],\"y\":[0.338457204274243,7.178323877565047]},\"selected\":{\"id\":\"2282\"},\"selection_policy\":{\"id\":\"2281\"}},\"id\":\"1323\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.07848645076007932,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1336\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2501\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":6.258261731658957,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1397\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1881\"}},\"id\":\"1886\",\"type\":\"CDSView\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":6.258261731658957,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1396\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2504\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.012392597488433577,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1877\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.4213483146067416,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1325\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2506\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1335\"},\"glyph\":{\"id\":\"1336\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1338\"},\"nonselection_glyph\":{\"id\":\"1337\"},\"view\":{\"id\":\"1340\"}},\"id\":\"1339\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.03304692663582287,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1320\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[6,7],\"y\":[5.494620465117069,5.150676112359968]},\"selected\":{\"id\":\"2288\"},\"selection_policy\":{\"id\":\"2287\"}},\"id\":\"1341\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2529\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.03304692663582287,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1319\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1881\"},\"glyph\":{\"id\":\"1882\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1884\"},\"nonselection_glyph\":{\"id\":\"1883\"},\"view\":{\"id\":\"1886\"}},\"id\":\"1885\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1887\"}},\"id\":\"1892\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2502\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2530\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.012392597488433577,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1890\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.07848645076007932,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1338\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2316\",\"type\":\"Selection\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.049570389953734306,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1330\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2503\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data\":{\"x\":[9,10],\"y\":[5.194640057112494,5.190596063720403]},\"selected\":{\"id\":\"2468\"},\"selection_policy\":{\"id\":\"2467\"}},\"id\":\"1881\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":2.081956378056841,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1884\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":2.081956378056841,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1882\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1329\"},\"glyph\":{\"id\":\"1330\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1332\"},\"nonselection_glyph\":{\"id\":\"1331\"},\"view\":{\"id\":\"1334\"}},\"id\":\"1333\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data\":{\"x\":[8,9],\"y\":[-8.025294112018218,-8.042438379462656]},\"selected\":{\"id\":\"2360\"},\"selection_policy\":{\"id\":\"2359\"}},\"id\":\"1557\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2190\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2194\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2531\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2329\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2532\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2315\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2188\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2187\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2191\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2332\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2533\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2327\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2534\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2192\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2535\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2189\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2536\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2314\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2313\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2193\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2328\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2330\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2326\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2331\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.004130865829477859,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2058\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.020654329147389294,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2064\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[10,11],\"y\":[2.2061222732479067,-1.3125922633548734]},\"selected\":{\"id\":\"2528\"},\"selection_policy\":{\"id\":\"2527\"}},\"id\":\"2061\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.004130865829477859,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2056\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2248\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2043\"},\"glyph\":{\"id\":\"2044\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2046\"},\"nonselection_glyph\":{\"id\":\"2045\"},\"view\":{\"id\":\"2048\"}},\"id\":\"2047\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2055\"},\"glyph\":{\"id\":\"2056\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2058\"},\"nonselection_glyph\":{\"id\":\"2057\"},\"view\":{\"id\":\"2060\"}},\"id\":\"2059\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.020654329147389294,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2062\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[10,11],\"y\":[2.2061222732479067,-3.970212711633009]},\"selected\":{\"id\":\"2526\"},\"selection_policy\":{\"id\":\"2525\"}},\"id\":\"2055\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2245\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"2055\"}},\"id\":\"2060\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"2061\"}},\"id\":\"2066\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{\"x\":[10,11],\"y\":[-0.7368951704242055,5.136064384133304]},\"selected\":{\"id\":\"2524\"},\"selection_policy\":{\"id\":\"2523\"}},\"id\":\"2049\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.13631857237276934,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2068\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2247\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2061\"},\"glyph\":{\"id\":\"2062\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2064\"},\"nonselection_glyph\":{\"id\":\"2063\"},\"view\":{\"id\":\"2066\"}},\"id\":\"2065\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"2043\"}},\"id\":\"2048\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2250\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.12392597488433577,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2052\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[10,11],\"y\":[2.2061222732479067,-0.7371811971246309]},\"selected\":{\"id\":\"2530\"},\"selection_policy\":{\"id\":\"2529\"}},\"id\":\"2067\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.12392597488433577,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2051\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.12392597488433577,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2050\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2249\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.020654329147389294,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2063\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2246\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"2049\"}},\"id\":\"2054\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.004130865829477859,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2057\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2049\"},\"glyph\":{\"id\":\"2050\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2052\"},\"nonselection_glyph\":{\"id\":\"2051\"},\"view\":{\"id\":\"2054\"}},\"id\":\"2053\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2341\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2347\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2348\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2340\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2342\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2344\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2346\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2343\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2345\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2339\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":2.16044282881692,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1824\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1809\"}},\"id\":\"1814\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"1821\"}},\"id\":\"1826\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{\"x\":[9,10],\"y\":[-0.6606524622961419,2.2061222732479067]},\"selected\":{\"id\":\"2448\"},\"selection_policy\":{\"id\":\"2447\"}},\"id\":\"1821\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.4915730337078652,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1818\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.4915730337078652,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1817\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.4915730337078652,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1816\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.004130865829477859,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1830\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":8.030403172504958,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1812\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1827\"}},\"id\":\"1832\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.020654329147389294,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1835\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[9,10],\"y\":[1.957380445854458,-1.2289796069171774]},\"selected\":{\"id\":\"2452\"},\"selection_policy\":{\"id\":\"2451\"}},\"id\":\"1833\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":2.16044282881692,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1823\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1815\"},\"glyph\":{\"id\":\"1816\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1818\"},\"nonselection_glyph\":{\"id\":\"1817\"},\"view\":{\"id\":\"1820\"}},\"id\":\"1819\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.004130865829477859,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1829\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2309\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.020654329147389294,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1834\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2310\",\"type\":\"Selection\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":2.16044282881692,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1822\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[9,10],\"y\":[1.957380445854458,-3.968455028489113]},\"selected\":{\"id\":\"2450\"},\"selection_policy\":{\"id\":\"2449\"}},\"id\":\"1827\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.004130865829477859,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1828\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.020654329147389294,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1836\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":2.4991738268341046,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1840\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1827\"},\"glyph\":{\"id\":\"1828\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1830\"},\"nonselection_glyph\":{\"id\":\"1829\"},\"view\":{\"id\":\"1832\"}},\"id\":\"1831\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"red\"},\"hatch_alpha\":{\"value\":0.1},\"hatch_color\":{\"value\":\"red\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"white\"},\"line_width\":{\"value\":2},\"size\":{\"field\":\"size\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2171\",\"type\":\"Circle\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1833\"},\"glyph\":{\"id\":\"1834\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1836\"},\"nonselection_glyph\":{\"id\":\"1835\"},\"view\":{\"id\":\"1838\"}},\"id\":\"1837\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1815\"}},\"id\":\"1820\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.2},\"fill_color\":{\"value\":\"red\"},\"hatch_alpha\":{\"value\":0.2},\"hatch_color\":{\"value\":\"red\"},\"line_alpha\":{\"value\":0.2},\"line_color\":{\"value\":\"white\"},\"line_width\":{\"value\":2},\"size\":{\"field\":\"size\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2172\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1833\"}},\"id\":\"1838\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{\"x\":[9,10],\"y\":[-0.6606524622961419,-0.7368951704242055]},\"selected\":{\"id\":\"2446\"},\"selection_policy\":{\"id\":\"2445\"}},\"id\":\"1815\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1034\"},\"glyph\":{\"id\":\"2170\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2172\"},\"nonselection_glyph\":{\"id\":\"2171\"},\"view\":{\"id\":\"2174\"}},\"id\":\"2173\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data\":{\"x\":[9,10],\"y\":[1.957380445854458,-0.7368951704242055]},\"selected\":{\"id\":\"2454\"},\"selection_policy\":{\"id\":\"2453\"}},\"id\":\"1839\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1034\"}},\"id\":\"2174\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1821\"},\"glyph\":{\"id\":\"1822\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1824\"},\"nonselection_glyph\":{\"id\":\"1823\"},\"view\":{\"id\":\"1826\"}},\"id\":\"1825\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1809\"},\"glyph\":{\"id\":\"1810\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1812\"},\"nonselection_glyph\":{\"id\":\"1811\"},\"view\":{\"id\":\"1814\"}},\"id\":\"1813\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"renderers\":[{\"id\":\"2173\"}],\"tooltips\":[[\"Number of observations\",\"@count (@ratio%)\"],[\"Cluster label\",\"@cluster_labels\"]]},\"id\":\"2175\",\"type\":\"HoverTool\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":2.4991738268341046,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1841\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.004130865829477859,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1584\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.12805684071381362,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1548\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.020654329147389294,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1578\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":10.120621282220753,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1594\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[8,9],\"y\":[-4.084076711060315,1.957380445854458]},\"selected\":{\"id\":\"2368\"},\"selection_policy\":{\"id\":\"2367\"}},\"id\":\"1581\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.016523463317911435,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1553\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1851\"}},\"id\":\"1856\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2374\",\"type\":\"Selection\"},{\"attributes\":{\"data\":{\"x\":[8,9],\"y\":[-2.6915697171596555,1.957380445854458]},\"selected\":{\"id\":\"2374\"},\"selection_policy\":{\"id\":\"2373\"}},\"id\":\"1599\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1569\"}},\"id\":\"1574\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1587\"},\"glyph\":{\"id\":\"1588\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1590\"},\"nonselection_glyph\":{\"id\":\"1589\"},\"view\":{\"id\":\"1592\"}},\"id\":\"1591\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":10.120621282220753,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1595\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2307\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2322\",\"type\":\"Selection\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":7.976701916721746,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1570\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[8,9],\"y\":[-4.084076711060315,-4.0702805958248005]},\"selected\":{\"id\":\"2364\"},\"selection_policy\":{\"id\":\"2363\"}},\"id\":\"1569\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2320\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.004130865829477859,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1583\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":7.976701916721746,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1571\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1539\"}},\"id\":\"1544\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.12805684071381362,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1547\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1581\"},\"glyph\":{\"id\":\"1582\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1584\"},\"nonselection_glyph\":{\"id\":\"1583\"},\"view\":{\"id\":\"1586\"}},\"id\":\"1585\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2377\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.016523463317911435,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1552\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1533\"},\"glyph\":{\"id\":\"1534\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1536\"},\"nonselection_glyph\":{\"id\":\"1535\"},\"view\":{\"id\":\"1538\"}},\"id\":\"1537\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1845\"},\"glyph\":{\"id\":\"1846\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1848\"},\"nonselection_glyph\":{\"id\":\"1847\"},\"view\":{\"id\":\"1850\"}},\"id\":\"1849\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.016523463317911435,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1554\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1593\"}},\"id\":\"1598\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2323\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2457\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.008261731658955718,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1590\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2373\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data\":{\"x\":[9,10],\"y\":[1.957380445854458,7.876271419310534]},\"selected\":{\"id\":\"2460\"},\"selection_policy\":{\"id\":\"2459\"}},\"id\":\"1857\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.008261731658955718,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1588\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2460\",\"type\":\"Selection\"},{\"attributes\":{\"data\":{\"x\":[8,9],\"y\":[-4.084076711060315,-2.7179181842651157]},\"selected\":{\"id\":\"2366\"},\"selection_policy\":{\"id\":\"2365\"}},\"id\":\"1575\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2461\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data\":{\"x\":[8,9],\"y\":[-2.6915697171596555,-4.0702805958248005]},\"selected\":{\"id\":\"2370\"},\"selection_policy\":{\"id\":\"2369\"}},\"id\":\"1587\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data\":{\"x\":[7,8],\"y\":[15.069894820715017,7.838345719602318]},\"selected\":{\"id\":\"2358\"},\"selection_policy\":{\"id\":\"2357\"}},\"id\":\"1551\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1533\"}},\"id\":\"1538\",\"type\":\"CDSView\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":5.403172504957039,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1846\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[7,8],\"y\":[7.897817531370854,7.864192137279412]},\"selected\":{\"id\":\"2354\"},\"selection_policy\":{\"id\":\"2353\"}},\"id\":\"1539\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1539\"},\"glyph\":{\"id\":\"1540\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1542\"},\"nonselection_glyph\":{\"id\":\"1541\"},\"view\":{\"id\":\"1544\"}},\"id\":\"1543\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data\":{\"x\":[9,10],\"y\":[1.957380445854458,2.2061222732479067]},\"selected\":{\"id\":\"2456\"},\"selection_policy\":{\"id\":\"2455\"}},\"id\":\"1845\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.12805684071381362,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1546\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[9,10],\"y\":[1.957380445854458,5.190596063720403]},\"selected\":{\"id\":\"2458\"},\"selection_policy\":{\"id\":\"2457\"}},\"id\":\"1851\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":7.976701916721746,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1572\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.016523463317911435,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1535\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2317\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.020654329147389294,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1577\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2462\",\"type\":\"Selection\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.08261731658955718,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1600\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2465\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.020654329147389294,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1576\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1575\"},\"glyph\":{\"id\":\"1576\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1578\"},\"nonselection_glyph\":{\"id\":\"1577\"},\"view\":{\"id\":\"1580\"}},\"id\":\"1579\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":10.120621282220753,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1596\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2463\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.004130865829477859,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1854\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2466\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":3.2923000660938535,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1542\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2321\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1593\"},\"glyph\":{\"id\":\"1594\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1596\"},\"nonselection_glyph\":{\"id\":\"1595\"},\"view\":{\"id\":\"1598\"}},\"id\":\"1597\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1551\"}},\"id\":\"1556\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2376\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"1581\"}},\"id\":\"1586\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":5.403172504957039,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1847\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1569\"},\"glyph\":{\"id\":\"1570\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1572\"},\"nonselection_glyph\":{\"id\":\"1571\"},\"view\":{\"id\":\"1574\"}},\"id\":\"1573\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2318\",\"type\":\"Selection\"},{\"attributes\":{\"data\":{\"x\":[7,8],\"y\":[7.897817531370854,6.02181288293953]},\"selected\":{\"id\":\"2352\"},\"selection_policy\":{\"id\":\"2351\"}},\"id\":\"1533\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.08261731658955718,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1601\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.020654329147389294,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1858\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2319\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":3.2923000660938535,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1540\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[8,9],\"y\":[-2.6915697171596555,-2.7179181842651157]},\"selected\":{\"id\":\"2372\"},\"selection_policy\":{\"id\":\"2371\"}},\"id\":\"1593\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2324\",\"type\":\"Selection\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.004130865829477859,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1582\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2464\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"1563\"}},\"id\":\"1568\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1545\"},\"glyph\":{\"id\":\"1546\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1548\"},\"nonselection_glyph\":{\"id\":\"1547\"},\"view\":{\"id\":\"1550\"}},\"id\":\"1549\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":3.2923000660938535,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1541\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.016523463317911435,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1536\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1851\"},\"glyph\":{\"id\":\"1852\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1854\"},\"nonselection_glyph\":{\"id\":\"1853\"},\"view\":{\"id\":\"1856\"}},\"id\":\"1855\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2325\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2378\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1551\"},\"glyph\":{\"id\":\"1552\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1554\"},\"nonselection_glyph\":{\"id\":\"1553\"},\"view\":{\"id\":\"1556\"}},\"id\":\"1555\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.008261731658955718,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1589\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2458\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":5.403172504957039,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1848\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2459\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"1587\"}},\"id\":\"1592\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"1845\"}},\"id\":\"1850\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2375\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.08261731658955718,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1602\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1575\"}},\"id\":\"1580\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{\"x\":[7,8],\"y\":[15.069894820715017,6.02181288293953]},\"selected\":{\"id\":\"2356\"},\"selection_policy\":{\"id\":\"2355\"}},\"id\":\"1545\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1545\"}},\"id\":\"1550\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2420\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2415\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2416\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2419\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2418\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2417\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2392\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2389\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2391\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2390\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2559\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2232\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2560\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2297\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2563\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2298\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2295\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2231\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2230\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2561\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2229\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2564\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2228\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2296\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2562\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2227\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2423\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"1947\"}},\"id\":\"1952\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2422\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1953\"},\"glyph\":{\"id\":\"1954\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1956\"},\"nonselection_glyph\":{\"id\":\"1955\"},\"view\":{\"id\":\"1958\"}},\"id\":\"1957\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2424\",\"type\":\"Selection\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.004130865829477859,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1954\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1935\"},\"glyph\":{\"id\":\"1936\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1938\"},\"nonselection_glyph\":{\"id\":\"1937\"},\"view\":{\"id\":\"1940\"}},\"id\":\"1939\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.004130865829477859,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1956\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":5.6923331130204895,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1960\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2428\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2421\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.10327164573694647,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1134\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2425\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data\":{\"x\":[10,11],\"y\":[-3.9734676647832594,-3.958770726062239]},\"selected\":{\"id\":\"2494\"},\"selection_policy\":{\"id\":\"2493\"}},\"id\":\"1959\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2427\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.004130865829477859,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1955\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[10,11],\"y\":[-3.9734676647832594,-3.970212711633009]},\"selected\":{\"id\":\"2492\"},\"selection_policy\":{\"id\":\"2491\"}},\"id\":\"1953\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2426\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.10327164573694647,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1133\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1131\"}},\"id\":\"1136\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.14458030403172506,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1938\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1935\"}},\"id\":\"1940\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"1953\"}},\"id\":\"1958\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1131\"},\"glyph\":{\"id\":\"1132\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1134\"},\"nonselection_glyph\":{\"id\":\"1133\"},\"view\":{\"id\":\"1136\"}},\"id\":\"1135\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.26437541308658297,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1138\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.14458030403172506,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1937\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[9,10],\"y\":[1.957380445854458,7.904293559348868]},\"selected\":{\"id\":\"2462\"},\"selection_policy\":{\"id\":\"2461\"}},\"id\":\"1863\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.008261731658955718,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1864\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1449\"}},\"id\":\"1454\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"1557\"}},\"id\":\"1562\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":1.0864177131526769,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1433\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1431\"},\"glyph\":{\"id\":\"1432\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1434\"},\"nonselection_glyph\":{\"id\":\"1433\"},\"view\":{\"id\":\"1436\"}},\"id\":\"1435\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1455\"}},\"id\":\"1460\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"1857\"}},\"id\":\"1862\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.016523463317911435,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1439\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":2.862690019828156,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1739\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[9,10],\"y\":[5.194640057112494,-1.2289796069171774]},\"selected\":{\"id\":\"2464\"},\"selection_policy\":{\"id\":\"2463\"}},\"id\":\"1869\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":10.219762062128222,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1456\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1443\"},\"glyph\":{\"id\":\"1444\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1446\"},\"nonselection_glyph\":{\"id\":\"1445\"},\"view\":{\"id\":\"1448\"}},\"id\":\"1447\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":10.219762062128222,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1458\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.012392597488433577,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1450\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":5.589061467283543,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1463\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[7,8],\"y\":[0.20618685519633592,-0.6725789761591214]},\"selected\":{\"id\":\"2326\"},\"selection_policy\":{\"id\":\"2325\"}},\"id\":\"1455\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.016523463317911435,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1440\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[7,8],\"y\":[0.20618685519633592,-4.084076711060315]},\"selected\":{\"id\":\"2322\"},\"selection_policy\":{\"id\":\"2321\"}},\"id\":\"1443\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.008261731658955718,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1564\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.008261731658955718,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1871\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.008261731658955718,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1565\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1437\"}},\"id\":\"1442\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.012392597488433577,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1452\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":2.895736946463979,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1560\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1557\"},\"glyph\":{\"id\":\"1558\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1560\"},\"nonselection_glyph\":{\"id\":\"1559\"},\"view\":{\"id\":\"1562\"}},\"id\":\"1561\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":1.0864177131526769,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1434\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[8,9],\"y\":[-8.025294112018218,-0.6606524622961419]},\"selected\":{\"id\":\"2362\"},\"selection_policy\":{\"id\":\"2361\"}},\"id\":\"1563\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.008261731658955718,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1865\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.9459682749504297,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1444\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.020654329147389294,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1859\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1437\"},\"glyph\":{\"id\":\"1438\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1440\"},\"nonselection_glyph\":{\"id\":\"1439\"},\"view\":{\"id\":\"1442\"}},\"id\":\"1441\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1863\"},\"glyph\":{\"id\":\"1864\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1866\"},\"nonselection_glyph\":{\"id\":\"1865\"},\"view\":{\"id\":\"1868\"}},\"id\":\"1867\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data\":{\"x\":[7,8],\"y\":[0.20618685519633592,2.03399097111954]},\"selected\":{\"id\":\"2328\"},\"selection_policy\":{\"id\":\"2327\"}},\"id\":\"1461\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":2.862690019828156,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1738\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.9459682749504297,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1445\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":5.589061467283543,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1462\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1443\"}},\"id\":\"1448\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.008261731658955718,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1566\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1869\"},\"glyph\":{\"id\":\"1870\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1872\"},\"nonselection_glyph\":{\"id\":\"1871\"},\"view\":{\"id\":\"1874\"}},\"id\":\"1873\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data\":{\"x\":[7,8],\"y\":[0.20618685519633592,-2.6915697171596555]},\"selected\":{\"id\":\"2324\"},\"selection_policy\":{\"id\":\"2323\"}},\"id\":\"1449\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data\":{\"x\":[9,10],\"y\":[-8.042438379462656,-8.074115047407588]},\"selected\":{\"id\":\"2420\"},\"selection_policy\":{\"id\":\"2419\"}},\"id\":\"1737\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1863\"}},\"id\":\"1868\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.020654329147389294,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1860\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.012392597488433577,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1451\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1455\"},\"glyph\":{\"id\":\"1456\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1458\"},\"nonselection_glyph\":{\"id\":\"1457\"},\"view\":{\"id\":\"1460\"}},\"id\":\"1459\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.008261731658955718,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1866\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.9459682749504297,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1446\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.008261731658955718,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1872\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":10.219762062128222,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1457\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[7,8],\"y\":[0.20618685519633592,-8.025294112018218]},\"selected\":{\"id\":\"2320\"},\"selection_policy\":{\"id\":\"2319\"}},\"id\":\"1437\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1857\"},\"glyph\":{\"id\":\"1858\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1860\"},\"nonselection_glyph\":{\"id\":\"1859\"},\"view\":{\"id\":\"1862\"}},\"id\":\"1861\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1449\"},\"glyph\":{\"id\":\"1450\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1452\"},\"nonselection_glyph\":{\"id\":\"1451\"},\"view\":{\"id\":\"1454\"}},\"id\":\"1453\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1563\"},\"glyph\":{\"id\":\"1564\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1566\"},\"nonselection_glyph\":{\"id\":\"1565\"},\"view\":{\"id\":\"1568\"}},\"id\":\"1567\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.016523463317911435,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1438\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1431\"}},\"id\":\"1436\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.016523463317911435,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1979\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.28502974223397226,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1116\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[10,11],\"y\":[-3.968455028489113,-0.7371811971246309]},\"selected\":{\"id\":\"2502\"},\"selection_policy\":{\"id\":\"2501\"}},\"id\":\"1983\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1977\"},\"glyph\":{\"id\":\"1978\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1980\"},\"nonselection_glyph\":{\"id\":\"1979\"},\"view\":{\"id\":\"1982\"}},\"id\":\"1981\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.012392597488433577,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1985\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.28502974223397226,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1115\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.012392597488433577,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1984\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1977\"}},\"id\":\"1982\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{\"x\":[10,11],\"y\":[-3.968455028489113,-1.3125922633548734]},\"selected\":{\"id\":\"2500\"},\"selection_policy\":{\"id\":\"2499\"}},\"id\":\"1977\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.016523463317911435,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1980\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.012392597488433577,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1986\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.28502974223397226,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1114\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2537\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"1101\"}},\"id\":\"1106\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2538\",\"type\":\"Selection\"},{\"attributes\":{\"data\":{\"x\":[9,10],\"y\":[15.069894820715017,15.069894820715017]},\"selected\":{\"id\":\"2486\"},\"selection_policy\":{\"id\":\"2485\"}},\"id\":\"1935\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.004130865829477859,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1110\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1101\"},\"glyph\":{\"id\":\"1102\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1104\"},\"nonselection_glyph\":{\"id\":\"1103\"},\"view\":{\"id\":\"1106\"}},\"id\":\"1105\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.12392597488433577,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1175\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":16.86219431592862,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1104\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":7.708195637805685,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1187\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":16.86219431592862,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1102\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.12392597488433577,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1176\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":12.165399867812294,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1206\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1197\"},\"glyph\":{\"id\":\"1198\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1200\"},\"nonselection_glyph\":{\"id\":\"1199\"},\"view\":{\"id\":\"1202\"}},\"id\":\"1201\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.053701255783212165,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1170\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[9,10],\"y\":[7.886530513786899,7.904293559348868]},\"selected\":{\"id\":\"2484\"},\"selection_policy\":{\"id\":\"2483\"}},\"id\":\"1929\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1197\"}},\"id\":\"1202\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"1209\"}},\"id\":\"1214\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":3.2923000660938535,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1932\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.13631857237276934,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1212\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2539\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data\":{\"x\":[4,5],\"y\":[7.621523765458777,7.693387858681012]},\"selected\":{\"id\":\"2236\"},\"selection_policy\":{\"id\":\"2235\"}},\"id\":\"1185\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":7.708195637805685,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1188\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":12.165399867812294,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1204\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2540\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":12.165399867812294,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1205\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1185\"}},\"id\":\"1190\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{\"x\":[3,4],\"y\":[0.28893488831618486,0.6106516582754518]},\"selected\":{\"id\":\"2208\"},\"selection_policy\":{\"id\":\"2207\"}},\"id\":\"1101\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.13631857237276934,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1211\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1167\"},\"glyph\":{\"id\":\"1168\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1170\"},\"nonselection_glyph\":{\"id\":\"1169\"},\"view\":{\"id\":\"1172\"}},\"id\":\"1171\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.14458030403172506,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1936\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[4,5],\"y\":[7.621523765458777,0.4339089702287976]},\"selected\":{\"id\":\"2232\"},\"selection_policy\":{\"id\":\"2231\"}},\"id\":\"1173\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.008261731658955718,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1217\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1929\"},\"glyph\":{\"id\":\"1930\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1932\"},\"nonselection_glyph\":{\"id\":\"1931\"},\"view\":{\"id\":\"1934\"}},\"id\":\"1933\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":0.008261731658955718,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1218\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[5,6],\"y\":[0.4339089702287976,-2.458816765705165]},\"selected\":{\"id\":\"2246\"},\"selection_policy\":{\"id\":\"2245\"}},\"id\":\"1215\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data\":{\"x\":[4,5],\"y\":[7.621523765458777,6.253623439500783]},\"selected\":{\"id\":\"2234\"},\"selection_policy\":{\"id\":\"2233\"}},\"id\":\"1179\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1185\"},\"glyph\":{\"id\":\"1186\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1188\"},\"nonselection_glyph\":{\"id\":\"1187\"},\"view\":{\"id\":\"1190\"}},\"id\":\"1189\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1095\"},\"glyph\":{\"id\":\"1096\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1098\"},\"nonselection_glyph\":{\"id\":\"1097\"},\"view\":{\"id\":\"1100\"}},\"id\":\"1099\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2541\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"1173\"}},\"id\":\"1178\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{\"x\":[3,4],\"y\":[0.28893488831618486,7.621523765458777]},\"selected\":{\"id\":\"2210\"},\"selection_policy\":{\"id\":\"2209\"}},\"id\":\"1107\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1215\"},\"glyph\":{\"id\":\"1216\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1218\"},\"nonselection_glyph\":{\"id\":\"1217\"},\"view\":{\"id\":\"1220\"}},\"id\":\"1219\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2542\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1203\"},\"glyph\":{\"id\":\"1204\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1206\"},\"nonselection_glyph\":{\"id\":\"1205\"},\"view\":{\"id\":\"1208\"}},\"id\":\"1207\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1203\"}},\"id\":\"1208\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"1095\"}},\"id\":\"1100\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"1929\"}},\"id\":\"1934\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":16.86219431592862,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1103\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1179\"},\"glyph\":{\"id\":\"1180\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1182\"},\"nonselection_glyph\":{\"id\":\"1181\"},\"view\":{\"id\":\"1184\"}},\"id\":\"1183\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":3.2923000660938535,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1931\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1173\"},\"glyph\":{\"id\":\"1174\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1176\"},\"nonselection_glyph\":{\"id\":\"1175\"},\"view\":{\"id\":\"1178\"}},\"id\":\"1177\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":7.708195637805685,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1186\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":2.0365168539325844,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1181\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1167\"}},\"id\":\"1172\",\"type\":\"CDSView\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.12392597488433577,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1174\",\"type\":\"Line\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.004130865829477859,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1108\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1107\"}},\"id\":\"1112\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1209\"},\"glyph\":{\"id\":\"1210\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1212\"},\"nonselection_glyph\":{\"id\":\"1211\"},\"view\":{\"id\":\"1214\"}},\"id\":\"1213\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2543\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.1,\"line_cap\":\"round\",\"line_width\":0.004130865829477859,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1109\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":4.709187045604759,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1098\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1179\"}},\"id\":\"1184\",\"type\":\"CDSView\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.008261731658955718,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1216\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2544\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1107\"},\"glyph\":{\"id\":\"1108\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1110\"},\"nonselection_glyph\":{\"id\":\"1109\"},\"view\":{\"id\":\"1112\"}},\"id\":\"1111\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":2.0365168539325844,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1180\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[3,4],\"y\":[7.533824729926742,0.6106516582754518]},\"selected\":{\"id\":\"2212\"},\"selection_policy\":{\"id\":\"2211\"}},\"id\":\"1113\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.2,\"line_cap\":\"round\",\"line_width\":2.0365168539325844,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1182\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[5,6],\"y\":[-2.4580540414951964,0.338457204274243]},\"selected\":{\"id\":\"2244\"},\"selection_policy\":{\"id\":\"2243\"}},\"id\":\"1209\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_cap\":\"round\",\"line_width\":0.13631857237276934,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1210\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[5,6],\"y\":[-2.4580540414951964,-2.458816765705165]},\"selected\":{\"id\":\"2242\"},\"selection_policy\":{\"id\":\"2241\"}},\"id\":\"1203\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2481\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2361\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2360\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2483\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2482\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2358\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2362\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2357\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2359\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2484\",\"type\":\"Selection\"}],\"root_ids\":[\"1003\"]},\"title\":\"Bokeh Application\",\"version\":\"2.4.2\"}};\n", " const render_items = [{\"docid\":\"7624323c-475e-41d6-a8db-4102e9cabdba\",\"root_ids\":[\"1003\"],\"roots\":{\"1003\":\"5cfff77d-23b2-4e5b-8fd6-54949d1b86e3\"}}];\n", " root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n", "\n", " }\n", " if (root.Bokeh !== undefined) {\n", " embed_document(root);\n", " } else {\n", " let attempts = 0;\n", " const timer = setInterval(function(root) {\n", " if (root.Bokeh !== undefined) {\n", " clearInterval(timer);\n", " embed_document(root);\n", " } else {\n", " attempts++;\n", " if (attempts > 100) {\n", " clearInterval(timer);\n", " console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n", " }\n", " }\n", " }, 10, root)\n", " }\n", "})(window);" ], "application/vnd.bokehjs_exec.v0+json": "" }, "metadata": { "application/vnd.bokehjs_exec.v0+json": { "id": "1003" } }, "output_type": "display_data" } ], "source": [ "cgram = Clustergram(range(1, 12), n_init=10, random_state=42)\n", "cgram.fit(standardized.fillna(0))\n", "\n", "show(cgram.bokeh())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Clustegram gives us also the final labels. (Normally, you would run the final clustering on much larger number of initialisations.)" ] }, { "cell_type": "code", "execution_count": 40, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
1234567891011
001233150665
101233150665
201233150665
3011122142210
401233150665
\n", "
" ], "text/plain": [ " 1 2 3 4 5 6 7 8 9 10 11\n", "0 0 1 2 3 3 1 5 0 6 6 5\n", "1 0 1 2 3 3 1 5 0 6 6 5\n", "2 0 1 2 3 3 1 5 0 6 6 5\n", "3 0 1 1 1 2 2 1 4 2 2 10\n", "4 0 1 2 3 3 1 5 0 6 6 5" ] }, "execution_count": 40, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cgram.labels.head()" ] }, { "cell_type": "code", "execution_count": 41, "metadata": { "slideshow": { "slide_type": "subslide" }, "tags": [] }, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "merged[\"cluster\"] = cgram.labels[8].values\n", "urban_types = buildings[[\"geometry\", \"uID\"]].merge(merged[[\"uID\", \"cluster\"]], on=\"uID\")\n", "urban_types.plot(\"cluster\", categorical=True, figsize=(16, 16), legend=True).set_axis_off()" ] }, { "cell_type": "code", "execution_count": 46, "metadata": { "tags": [ "nbsphinx-thumbnail" ] }, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ax = urban_types.plot(\"cluster\", categorical=True, figsize=(16, 16), legend=True)\n", "ax.set_xlim(-645000, -641000)\n", "ax.set_ylim(-1195500, -1191000)\n", "ax.set_axis_off()" ] } ], "metadata": { "celltoolbar": "Slideshow", "interpreter": { "hash": "bc4a4469e95da12e1ed14e2f6acdb633e9704968c1ad2dba36fd8ef867579feb" }, "kernelspec": { "display_name": "Python 3.9.7 64-bit ('stable': conda)", "language": "python", "name": "python397jvsc74a57bd0d8e5257d6aa3ccb45d262d25a4bd441591d0aff640b224e205b1e70b23b1db26" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.9" } }, "nbformat": 4, "nbformat_minor": 4 }