{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Hacker's approach to NHST\n", "\n", "**[Dataset download](https://s3.amazonaws.com/bebi103.caltech.edu/data/bee_sperm.csv)**\n", "\n", "
" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "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", " var 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", " var JS_MIME_TYPE = 'application/javascript';\n", " var HTML_MIME_TYPE = 'text/html';\n", " var EXEC_MIME_TYPE = 'application/vnd.bokehjs_exec.v0+json';\n", " var CLASS_NAME = 'output_bokeh rendered_html';\n", "\n", " /**\n", " * Render data to the DOM node\n", " */\n", " function render(props, node) {\n", " var 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", " var cell = handle.cell;\n", "\n", " var id = cell.output_area._bokeh_element_id;\n", " var 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", " var cmd = \"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, {\n", " iopub: {\n", " output: function(msg) {\n", " var 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", " var cmd = \"import bokeh.io.notebook as ion; ion.destroy_server('\" + server_id + \"')\";\n", " cell.notebook.kernel.execute(cmd);\n", " }\n", " }\n", "\n", " /**\n", " * Handle when a new output is added\n", " */\n", " function handleAddOutput(event, handle) {\n", " var output_area = handle.output_area;\n", " var output = handle.output;\n", "\n", " // limit handleAddOutput to display_data with EXEC_MIME_TYPE content only\n", " if ((output.output_type != \"display_data\") || (!output.data.hasOwnProperty(EXEC_MIME_TYPE))) {\n", " return\n", " }\n", "\n", " var 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", " var bk_div = document.createElement(\"div\");\n", " bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n", " var script_attrs = bk_div.children[0].attributes;\n", " for (var i = 0; i < script_attrs.length; i++) {\n", " toinsert[toinsert.length - 1].firstChild.setAttribute(script_attrs[i].name, script_attrs[i].value);\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", " var 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", " var 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", " var events = require('base/js/events');\n", " var 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", " var 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", " var el = document.getElementById(\"1001\");\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() {\n", " console.error(\"failed to load \" + url);\n", " }\n", "\n", " for (var i = 0; i < css_urls.length; i++) {\n", " var url = css_urls[i];\n", " const element = document.createElement(\"link\");\n", " element.onload = on_load;\n", " element.onerror = on_error;\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 (var i = 0; i < js_urls.length; i++) {\n", " var url = js_urls[i];\n", " var element = document.createElement('script');\n", " element.onload = on_load;\n", " element.onerror = on_error;\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", " };var element = document.getElementById(\"1001\");\n", " if (element == null) {\n", " console.error(\"Bokeh: ERROR: autoload.js configured with elementid '1001' but no matching script tag was found. \")\n", " return false;\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", " var js_urls = [\"https://cdn.pydata.org/bokeh/release/bokeh-1.4.0.min.js\", \"https://cdn.pydata.org/bokeh/release/bokeh-widgets-1.4.0.min.js\", \"https://cdn.pydata.org/bokeh/release/bokeh-tables-1.4.0.min.js\", \"https://cdn.pydata.org/bokeh/release/bokeh-gl-1.4.0.min.js\"];\n", " var css_urls = [];\n", " \n", "\n", " var 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 (var 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", " var cell = $(document.getElementById(\"1001\")).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 var 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 var 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 var el = document.getElementById(\"1001\");\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() {\n console.error(\"failed to load \" + url);\n }\n\n for (var i = 0; i < css_urls.length; i++) {\n var url = css_urls[i];\n const element = document.createElement(\"link\");\n element.onload = on_load;\n element.onerror = on_error;\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 (var i = 0; i < js_urls.length; i++) {\n var url = js_urls[i];\n var element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error;\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 };var element = document.getElementById(\"1001\");\n if (element == null) {\n console.error(\"Bokeh: ERROR: autoload.js configured with elementid '1001' but no matching script tag was found. \")\n return false;\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 var js_urls = [\"https://cdn.pydata.org/bokeh/release/bokeh-1.4.0.min.js\", \"https://cdn.pydata.org/bokeh/release/bokeh-widgets-1.4.0.min.js\", \"https://cdn.pydata.org/bokeh/release/bokeh-tables-1.4.0.min.js\", \"https://cdn.pydata.org/bokeh/release/bokeh-gl-1.4.0.min.js\"];\n var css_urls = [];\n \n\n var 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 (var 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 var cell = $(document.getElementById(\"1001\")).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 numpy as np\n", "import pandas as pd\n", "\n", "import numba\n", "\n", "import bokeh_catplot\n", "\n", "import colorcet\n", "\n", "import bokeh.io\n", "import bokeh.plotting\n", "bokeh.io.output_notebook()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In this part of the lesson, we will perform null hypothesis significance tests (NHST) using the [drone sperm quality data set](https://s3.amazonaws.com/bebi103.caltech.edu/data/bee_sperm.csv). You should be sure to carefully read the lecture material on NHST so that you are very clear on what NHST is and what is entails.\n", "\n", "Of course, we need to load in the data set first." ] }, { "cell_type": "code", "execution_count": 2, "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", "
SpecimenTreatmentEnvironmentTreatmentNCSSSample IDColonyCageSampleSperm Volume per 500 ulQuantityViabilityRaw (%)QualityAge (d)InfertilAliveSpermQuantity MillionsAlive Sperm MillionsDead Sperm Millions
0227ControlCage1C2-1-12112150000215000096.726381461675696.72638114020796172.15002.0796170.070383
1228ControlCage1C2-1-22122287500228750096.349807976059596.34980814022040012.28752.2040010.083499
2229ControlCage1C2-1-3213875008750098.7598.750000140864060.08750.0864060.001094
3230ControlCage1C2-1-42141875000187500093.287420833694193.28742114017491391.87501.7491390.125861
4231ControlCage1C2-1-52151587500158750097.792506105006197.79250614015524561.58751.5524560.035044
\n", "
" ], "text/plain": [ " Specimen Treatment Environment TreatmentNCSS Sample ID Colony Cage \\\n", "0 227 Control Cage 1 C2-1-1 2 1 \n", "1 228 Control Cage 1 C2-1-2 2 1 \n", "2 229 Control Cage 1 C2-1-3 2 1 \n", "3 230 Control Cage 1 C2-1-4 2 1 \n", "4 231 Control Cage 1 C2-1-5 2 1 \n", "\n", " Sample Sperm Volume per 500 ul Quantity ViabilityRaw (%) Quality \\\n", "0 1 2150000 2150000 96.7263814616756 96.726381 \n", "1 2 2287500 2287500 96.3498079760595 96.349808 \n", "2 3 87500 87500 98.75 98.750000 \n", "3 4 1875000 1875000 93.2874208336941 93.287421 \n", "4 5 1587500 1587500 97.7925061050061 97.792506 \n", "\n", " Age (d) Infertil AliveSperm Quantity Millions Alive Sperm Millions \\\n", "0 14 0 2079617 2.1500 2.079617 \n", "1 14 0 2204001 2.2875 2.204001 \n", "2 14 0 86406 0.0875 0.086406 \n", "3 14 0 1749139 1.8750 1.749139 \n", "4 14 0 1552456 1.5875 1.552456 \n", "\n", " Dead Sperm Millions \n", "0 0.070383 \n", "1 0.083499 \n", "2 0.001094 \n", "3 0.125861 \n", "4 0.035044 " ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df = pd.read_csv('../data/bee_sperm.csv', comment='#')\n", "df.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Because we will be using Numba'd functions to rapidly do our sampling, we will go ahead and slice out the subsets of the data frame we will use for inference as Numpy arrays. We will use the specimens that have nonzero sperm count of alive and dead sperm." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "# Extract NumPy arrays (only use values greater than zero for logs)\n", "inds = (df[\"Alive Sperm Millions\"] > 0) & (df[\"Dead Sperm Millions\"] > 0)\n", "df = df.loc[inds, :]\n", "\n", "alive_ctrl = df.loc[df[\"Treatment\"] == \"Control\", \"Alive Sperm Millions\"].values\n", "\n", "alive_pest = df.loc[df[\"Treatment\"] == \"Pesticide\", \"Alive Sperm Millions\"].values\n", "\n", "dead_ctrl = df.loc[df[\"Treatment\"] == \"Control\", \"Dead Sperm Millions\"].values\n", "\n", "dead_pest = df.loc[df[\"Treatment\"] == \"Pesticide\", \"Dead Sperm Millions\"].values" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Finally, so we have them available, we will define some of the utility functions we defined earlier in the lesson." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "def plot_ecdf(data, color=\"#4e79a7\", alpha=1, p=None, **kwargs):\n", " \"\"\"Plot an ECDF\"\"\"\n", " # Set up kwargs for the marker\n", " marker_kwargs = {\"color\": color, \"alpha\": alpha}\n", "\n", " # Get the legend label if needed\n", " if \"legend_label\" in kwargs:\n", " marker_kwargs[\"legend_label\"] = kwargs.pop(\"legend_label\")\n", "\n", " # Instantiate new plot if none provided\n", " if p is None:\n", " p = bokeh.plotting.figure(**kwargs)\n", "\n", " # Populate ECDF glyphs\n", " p.circle(np.sort(data), np.arange(1, len(data) + 1) / len(data), **marker_kwargs)\n", "\n", " return p\n", "\n", "\n", "@numba.njit\n", "def draw_bs_sample(data):\n", " \"\"\"Draw a bootstrap sample from a 1D data set.\"\"\"\n", " return np.random.choice(data, size=len(data))\n", "\n", "\n", "@numba.njit\n", "def pearson_r(x, y):\n", " \"\"\"\n", " Compute plug-in estimate for the Pearson correlation coefficient.\n", " \"\"\"\n", " return (\n", " np.sum((x - np.mean(x)) * (y - np.mean(y)))\n", " / np.std(x)\n", " / np.std(y)\n", " / np.sqrt(len(x))\n", " / np.sqrt(len(y))\n", " )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Permutation hypothesis tests\n", "\n", "Recall the steps for performing a NHST.\n", "\n", "1. Clearly state the null hypothesis.\n", "2. Define a **test statistic**, a scalar value that you can compute from data. Compute it directly from your measured data.\n", "3. *Simulate* data acquisition for the scenario where the null hypothesis is true. Do this many times, computing and storing the value of the test statistic each time.\n", "4. The fraction of simulations for which the test statistic is at least as extreme as the test statistic computed from the measured data is called the **p-value**, which is what you report.\n", "\n", "For one special type of hypothesis, there is a very straight-forward way of simulating it. Here is our hypothesis: *the control and pesticide-treated samples have exactly the same distribution.* To simulate this, we take the following steps for two data sets, a control with $n$ measurements and a test the other with $m$.\n", "\n", "1. Concatenate the two data sets into one.\n", "2. Randomly scramble the order of the combined data set.\n", "3. Designate the first $n$ entries in this scrambled array to be \"control\" and the remaining to be \"test.\"\n", "\n", "This simulation is exact; it is as if the label of the data set has no meaning; hence the distributions of the two data sets are entirely equal. We test such a null hypothesis with a **permutation test**. A **permutation sample** is akin to a bootstrap sample; it is a new pair of data sets generated after scrambling the concatenated data set. A **permutation replicate** is a value of the test statistic computed from a permutation sample. For this test, we will use the difference of means as the test statistic. \n", "\n", "Let's code this up. We can write a function to draw a permutation sample, and then a function to draw permutation replicates for an arbitrary user-supplied summary statistic." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "@numba.njit\n", "def draw_perm_sample(x, y):\n", " \"\"\"Generate a permutation sample.\"\"\"\n", " concat_data = np.concatenate((x, y))\n", " np.random.shuffle(concat_data)\n", " \n", " return concat_data[:len(x)], concat_data[len(x):]\n", "\n", "\n", "def draw_perm_reps(x, y, stat_fun, size=1):\n", " \"\"\"Generate array of permuation replicates.\"\"\"\n", " return np.array([stat_fun(*draw_perm_sample(x, y)) for _ in range(size)])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Since we will look at the difference of means specifically, we will also code up a custom function to draw replicates of the difference of means." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "@numba.njit\n", "def draw_perm_reps_diff_mean(x, y, size=1):\n", " \"\"\"Generate array of permuation replicates.\"\"\"\n", " out = np.empty(size)\n", " for i in range(size):\n", " x_perm, y_perm = draw_perm_sample(x, y)\n", " out[i] = np.mean(x_perm) - np.mean(y_perm)\n", "\n", " return out" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To perform the hypothesis test, then, with the difference of means as our test statistic, we have only to draw many replicates and then tally up how many of them are more extreme than the observed difference of mean." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "p-value = 0.0\n" ] } ], "source": [ "# Compute test statistic for original data set\n", "diff_mean = np.mean(alive_ctrl) - np.mean(alive_pest)\n", "\n", "# Draw replicates\n", "perm_reps = draw_perm_reps_diff_mean(alive_ctrl, alive_pest, size=1)\n", "\n", "# Compute p-value\n", "p_val = np.sum(perm_reps >= diff_mean) / len(perm_reps)\n", "\n", "print('p-value =', p_val)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Whoa! Wait a minute. The p-value is *zero*? This just means that in all of the 10,000 replicates we took, not one had a test statistic as extreme as was observed. We cannot resolve p-values much less than 0.001 with 10,000 permutation replicates. Let's try taking ten million replicates as see how we do. This will take a few seconds to run (which again highlights the utility of using Numpy arrays with Numba)." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "p-value = 3.04e-05\n" ] } ], "source": [ "# Compute test statistic for original data set\n", "diff_mean = np.mean(alive_ctrl) - np.mean(alive_pest)\n", "\n", "# Draw replicates\n", "perm_reps = draw_perm_reps_diff_mean(alive_ctrl, alive_pest, size=10000000)\n", "\n", "# Compute p-value\n", "p_val = np.sum(perm_reps >= diff_mean) / len(perm_reps)\n", "\n", "print('p-value =', p_val)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "So, our p-value is quite small, less than $10^{-4}$. This means that the probability of getting a difference of means as extreme as was observed under the null hypothesis that the control and test samples were drawn from identical distribution is quite small." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Permutation hypothesis test for correlation\n", "\n", "As we continue to explore the data set, we might want to consider a hypothesis: dead and alive sperm counts are uncorrelated. It is possible that under this hypothesis, we could see correlation at the same level observed in the real data. We can test this hypothesis by permutation. In this case, we scramble the labels \"dead\" and \"alive\" and see what correlation we get. We will do 10 million permutation replicates. This will take a while to compute." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "p-value control: 0.000e+00\n", "p-value pesticide: 1.000e-06\n", "\n" ] } ], "source": [ "# Compute Pearson r for actual data\n", "r_ctrl = pearson_r(np.log(alive_ctrl), np.log(dead_ctrl))\n", "r_pest = pearson_r(np.log(alive_pest), np.log(dead_pest))\n", "\n", "# Get permutation replicates\n", "perm_reps_ctrl = draw_perm_reps(\n", " np.log(alive_ctrl), np.log(dead_ctrl), pearson_r, size=10000000\n", ")\n", "perm_reps_pest = draw_perm_reps(\n", " np.log(alive_pest), np.log(dead_pest), pearson_r, size=10000000\n", ")\n", "\n", "# Compute p-value\n", "p_ctrl = np.sum(np.abs(perm_reps_ctrl) > np.abs(r_ctrl)) / len(perm_reps_ctrl)\n", "p_pest = np.sum(np.abs(perm_reps_pest) > np.abs(r_pest)) / len(perm_reps_pest)\n", "\n", "print(\n", " \"\"\"\n", "p-value control: {0:.3e}\n", "p-value pesticide: {1:.3e}\n", "\"\"\".format(\n", " p_ctrl, p_pest\n", " )\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note that here we used the absolute value of the permutation replicates. We did this because we are interested to see if we get correlation at all, including anticorrelation. This is another essential piece of a hypothesis test: you need to define what it means to be more extreme. \n", "\n", "The p-value for both is tiny; not one in 10 million permutations for the control sample gave a correlation as high as was observed, and only 10 or so of the pesticide treated group. So, we would report something like $p < 10^{-6}$ for control and $p < 10^{-5}$ for pesticide." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Bootstrap hypothesis tests\n", "\n", "Permutation tests are great: they exactly simulate the null hypothesis that the two samples are identically distributed. But, they are limited to this specific null hypothesis. What if we had a different hypothesis, say only that the means of the two distributions we are comparing are equal, but other properties of the distributions need not be identical? In this case, we cannot use the permutations to simulate the null hypothesis.\n", "\n", "Instead, we can simulate the null hypothesis by *shifting* the means of the control and test distributions so that they are equal. We then take a bootstrap sample out of each of the shifted data sets. We compute our test statistic from these two bootstrap samples to get a bootstrap replicate. Then, the number of bootstrap replicates that are at least as extreme as the test statistic from the original data is used to compute the p-value. Let's see this in action. First, we'll see how to shift the data sets and what the resulting ECDFs look like." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "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", " var docs_json = {\"df4d951d-8d91-44df-97dd-40336a21c289\":{\"roots\":{\"references\":[{\"attributes\":{\"below\":[{\"id\":\"1011\",\"type\":\"LinearAxis\"}],\"center\":[{\"id\":\"1015\",\"type\":\"Grid\"},{\"id\":\"1020\",\"type\":\"Grid\"},{\"id\":\"1046\",\"type\":\"Legend\"}],\"frame_height\":200,\"frame_width\":350,\"left\":[{\"id\":\"1016\",\"type\":\"LinearAxis\"}],\"renderers\":[{\"id\":\"1037\",\"type\":\"GlyphRenderer\"},{\"id\":\"1051\",\"type\":\"GlyphRenderer\"}],\"title\":{\"id\":\"1039\",\"type\":\"Title\"},\"toolbar\":{\"id\":\"1027\",\"type\":\"Toolbar\"},\"x_range\":{\"id\":\"1003\",\"type\":\"DataRange1d\"},\"x_scale\":{\"id\":\"1007\",\"type\":\"LinearScale\"},\"y_range\":{\"id\":\"1005\",\"type\":\"DataRange1d\"},\"y_scale\":{\"id\":\"1009\",\"type\":\"LinearScale\"}},\"id\":\"1002\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"axis_label\":\"shifted alive sperm count (millions)\",\"formatter\":{\"id\":\"1043\",\"type\":\"BasicTickFormatter\"},\"ticker\":{\"id\":\"1012\",\"type\":\"BasicTicker\"}},\"id\":\"1011\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"1072\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"dimension\":1,\"ticker\":{\"id\":\"1017\",\"type\":\"BasicTicker\"}},\"id\":\"1020\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"1009\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"1060\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"1034\",\"type\":\"ColumnDataSource\"}},\"id\":\"1038\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"1026\",\"type\":\"HelpTool\"},{\"attributes\":{\"data_source\":{\"id\":\"1048\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1049\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1050\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1052\",\"type\":\"CDSView\"}},\"id\":\"1051\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"active_drag\":\"auto\",\"active_inspect\":\"auto\",\"active_multi\":null,\"active_scroll\":\"auto\",\"active_tap\":\"auto\",\"tools\":[{\"id\":\"1021\",\"type\":\"PanTool\"},{\"id\":\"1022\",\"type\":\"WheelZoomTool\"},{\"id\":\"1023\",\"type\":\"BoxZoomTool\"},{\"id\":\"1024\",\"type\":\"SaveTool\"},{\"id\":\"1025\",\"type\":\"ResetTool\"},{\"id\":\"1026\",\"type\":\"HelpTool\"}]},\"id\":\"1027\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"1024\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"1007\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"1025\",\"type\":\"ResetTool\"},{\"attributes\":{\"bottom_units\":\"screen\",\"fill_alpha\":{\"value\":0.5},\"fill_color\":{\"value\":\"lightgrey\"},\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":{\"value\":1.0},\"line_color\":{\"value\":\"black\"},\"line_dash\":[4,4],\"line_width\":{\"value\":2},\"render_mode\":\"css\",\"right_units\":\"screen\",\"top_units\":\"screen\"},\"id\":\"1045\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"text\":\"\"},\"id\":\"1039\",\"type\":\"Title\"},{\"attributes\":{},\"id\":\"1071\",\"type\":\"Selection\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"1059\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1060\",\"type\":\"UnionRenderers\"}},\"id\":\"1034\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null},\"id\":\"1003\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"1021\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"1041\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1036\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"1022\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"1043\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"callback\":null},\"id\":\"1005\",\"type\":\"DataRange1d\"},{\"attributes\":{\"data_source\":{\"id\":\"1034\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1035\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1036\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1038\",\"type\":\"CDSView\"}},\"id\":\"1037\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1049\",\"type\":\"Circle\"},{\"attributes\":{\"fill_color\":{\"value\":\"#1f77b3\"},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1035\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1048\",\"type\":\"ColumnDataSource\"}},\"id\":\"1052\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"1071\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1072\",\"type\":\"UnionRenderers\"}},\"id\":\"1048\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"1012\",\"type\":\"BasicTicker\"},{\"attributes\":{\"label\":{\"value\":\"control\"},\"renderers\":[{\"id\":\"1037\",\"type\":\"GlyphRenderer\"}]},\"id\":\"1047\",\"type\":\"LegendItem\"},{\"attributes\":{\"items\":[{\"id\":\"1047\",\"type\":\"LegendItem\"},{\"id\":\"1062\",\"type\":\"LegendItem\"}],\"location\":\"bottom_right\"},\"id\":\"1046\",\"type\":\"Legend\"},{\"attributes\":{\"formatter\":{\"id\":\"1041\",\"type\":\"BasicTickFormatter\"},\"ticker\":{\"id\":\"1017\",\"type\":\"BasicTicker\"}},\"id\":\"1016\",\"type\":\"LinearAxis\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1050\",\"type\":\"Circle\"},{\"attributes\":{\"ticker\":{\"id\":\"1012\",\"type\":\"BasicTicker\"}},\"id\":\"1015\",\"type\":\"Grid\"},{\"attributes\":{\"label\":{\"value\":\"pesticide\"},\"renderers\":[{\"id\":\"1051\",\"type\":\"GlyphRenderer\"}]},\"id\":\"1062\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"1059\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"1017\",\"type\":\"BasicTicker\"},{\"attributes\":{\"overlay\":{\"id\":\"1045\",\"type\":\"BoxAnnotation\"}},\"id\":\"1023\",\"type\":\"BoxZoomTool\"}],\"root_ids\":[\"1002\"]},\"title\":\"Bokeh Application\",\"version\":\"1.4.0\"}};\n", " var render_items = [{\"docid\":\"df4d951d-8d91-44df-97dd-40336a21c289\",\"roots\":{\"1002\":\"aaedf37b-5568-4647-8782-c8ae80a7d04f\"}}];\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", " var attempts = 0;\n", " var 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": "1002" } }, "output_type": "display_data" } ], "source": [ "# Shift data sets\n", "total_mean = np.mean(np.concatenate((alive_ctrl, alive_pest)))\n", "alive_ctrl_shift = alive_ctrl - np.mean(alive_ctrl) + total_mean\n", "alive_pest_shift = alive_pest - np.mean(alive_pest) + total_mean\n", "\n", "# Plot the ECDFs\n", "p = plot_ecdf(\n", " alive_ctrl_shift,\n", " frame_height=200,\n", " frame_width=350,\n", " x_axis_label=\"shifted alive sperm count (millions)\",\n", " color=colorcet.b_glasbey_category10[0],\n", " legend_label=\"control\",\n", ")\n", "p = plot_ecdf(\n", " alive_pest_shift,\n", " color=colorcet.b_glasbey_category10[1],\n", " p=p,\n", " legend_label=\"pesticide\",\n", ")\n", "\n", "p.legend.location = \"bottom_right\"\n", "\n", "bokeh.io.show(p)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The distributions now have the same mean, but nothing else about them has changed. They still have the same shape as before. Now, let's draw bootstrap samples out of these shifted distributions and see how they compare to the original ECDFs." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "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", " var docs_json = {\"29d07622-79c0-44a4-9ac3-c9e3c86b0566\":{\"roots\":{\"references\":[{\"attributes\":{\"below\":[{\"id\":\"1149\",\"type\":\"LinearAxis\"}],\"center\":[{\"id\":\"1153\",\"type\":\"Grid\"},{\"id\":\"1158\",\"type\":\"Grid\"},{\"id\":\"1185\",\"type\":\"Legend\"}],\"left\":[{\"id\":\"1154\",\"type\":\"LinearAxis\"}],\"plot_height\":300,\"plot_width\":400,\"renderers\":[{\"id\":\"1176\",\"type\":\"GlyphRenderer\"},{\"id\":\"1191\",\"type\":\"GlyphRenderer\"},{\"id\":\"1206\",\"type\":\"GlyphRenderer\"},{\"id\":\"1211\",\"type\":\"GlyphRenderer\"},{\"id\":\"1216\",\"type\":\"GlyphRenderer\"},{\"id\":\"1221\",\"type\":\"GlyphRenderer\"},{\"id\":\"1226\",\"type\":\"GlyphRenderer\"},{\"id\":\"1231\",\"type\":\"GlyphRenderer\"},{\"id\":\"1236\",\"type\":\"GlyphRenderer\"},{\"id\":\"1241\",\"type\":\"GlyphRenderer\"},{\"id\":\"1246\",\"type\":\"GlyphRenderer\"},{\"id\":\"1251\",\"type\":\"GlyphRenderer\"},{\"id\":\"1256\",\"type\":\"GlyphRenderer\"},{\"id\":\"1261\",\"type\":\"GlyphRenderer\"},{\"id\":\"1266\",\"type\":\"GlyphRenderer\"},{\"id\":\"1271\",\"type\":\"GlyphRenderer\"},{\"id\":\"1276\",\"type\":\"GlyphRenderer\"},{\"id\":\"1281\",\"type\":\"GlyphRenderer\"},{\"id\":\"1286\",\"type\":\"GlyphRenderer\"},{\"id\":\"1291\",\"type\":\"GlyphRenderer\"},{\"id\":\"1296\",\"type\":\"GlyphRenderer\"},{\"id\":\"1301\",\"type\":\"GlyphRenderer\"},{\"id\":\"1306\",\"type\":\"GlyphRenderer\"},{\"id\":\"1311\",\"type\":\"GlyphRenderer\"},{\"id\":\"1316\",\"type\":\"GlyphRenderer\"},{\"id\":\"1321\",\"type\":\"GlyphRenderer\"},{\"id\":\"1326\",\"type\":\"GlyphRenderer\"},{\"id\":\"1331\",\"type\":\"GlyphRenderer\"},{\"id\":\"1336\",\"type\":\"GlyphRenderer\"},{\"id\":\"1341\",\"type\":\"GlyphRenderer\"},{\"id\":\"1346\",\"type\":\"GlyphRenderer\"},{\"id\":\"1351\",\"type\":\"GlyphRenderer\"},{\"id\":\"1356\",\"type\":\"GlyphRenderer\"},{\"id\":\"1361\",\"type\":\"GlyphRenderer\"},{\"id\":\"1366\",\"type\":\"GlyphRenderer\"},{\"id\":\"1371\",\"type\":\"GlyphRenderer\"},{\"id\":\"1376\",\"type\":\"GlyphRenderer\"},{\"id\":\"1381\",\"type\":\"GlyphRenderer\"},{\"id\":\"1386\",\"type\":\"GlyphRenderer\"},{\"id\":\"1391\",\"type\":\"GlyphRenderer\"},{\"id\":\"1396\",\"type\":\"GlyphRenderer\"},{\"id\":\"1401\",\"type\":\"GlyphRenderer\"},{\"id\":\"1406\",\"type\":\"GlyphRenderer\"},{\"id\":\"1411\",\"type\":\"GlyphRenderer\"},{\"id\":\"1416\",\"type\":\"GlyphRenderer\"},{\"id\":\"1421\",\"type\":\"GlyphRenderer\"},{\"id\":\"1426\",\"type\":\"GlyphRenderer\"},{\"id\":\"1431\",\"type\":\"GlyphRenderer\"},{\"id\":\"1436\",\"type\":\"GlyphRenderer\"},{\"id\":\"1441\",\"type\":\"GlyphRenderer\"},{\"id\":\"1446\",\"type\":\"GlyphRenderer\"},{\"id\":\"1451\",\"type\":\"GlyphRenderer\"},{\"id\":\"1456\",\"type\":\"GlyphRenderer\"},{\"id\":\"1461\",\"type\":\"GlyphRenderer\"},{\"id\":\"1466\",\"type\":\"GlyphRenderer\"},{\"id\":\"1471\",\"type\":\"GlyphRenderer\"},{\"id\":\"1476\",\"type\":\"GlyphRenderer\"},{\"id\":\"1481\",\"type\":\"GlyphRenderer\"},{\"id\":\"1486\",\"type\":\"GlyphRenderer\"},{\"id\":\"1491\",\"type\":\"GlyphRenderer\"},{\"id\":\"1496\",\"type\":\"GlyphRenderer\"},{\"id\":\"1501\",\"type\":\"GlyphRenderer\"},{\"id\":\"1506\",\"type\":\"GlyphRenderer\"},{\"id\":\"1511\",\"type\":\"GlyphRenderer\"},{\"id\":\"1516\",\"type\":\"GlyphRenderer\"},{\"id\":\"1521\",\"type\":\"GlyphRenderer\"},{\"id\":\"1526\",\"type\":\"GlyphRenderer\"},{\"id\":\"1531\",\"type\":\"GlyphRenderer\"},{\"id\":\"1536\",\"type\":\"GlyphRenderer\"},{\"id\":\"1541\",\"type\":\"GlyphRenderer\"},{\"id\":\"1546\",\"type\":\"GlyphRenderer\"},{\"id\":\"1551\",\"type\":\"GlyphRenderer\"},{\"id\":\"1556\",\"type\":\"GlyphRenderer\"},{\"id\":\"1561\",\"type\":\"GlyphRenderer\"},{\"id\":\"1566\",\"type\":\"GlyphRenderer\"},{\"id\":\"1571\",\"type\":\"GlyphRenderer\"},{\"id\":\"1576\",\"type\":\"GlyphRenderer\"},{\"id\":\"1581\",\"type\":\"GlyphRenderer\"},{\"id\":\"1586\",\"type\":\"GlyphRenderer\"},{\"id\":\"1591\",\"type\":\"GlyphRenderer\"},{\"id\":\"1596\",\"type\":\"GlyphRenderer\"},{\"id\":\"1601\",\"type\":\"GlyphRenderer\"},{\"id\":\"1606\",\"type\":\"GlyphRenderer\"},{\"id\":\"1611\",\"type\":\"GlyphRenderer\"},{\"id\":\"1616\",\"type\":\"GlyphRenderer\"},{\"id\":\"1621\",\"type\":\"GlyphRenderer\"},{\"id\":\"1626\",\"type\":\"GlyphRenderer\"},{\"id\":\"1631\",\"type\":\"GlyphRenderer\"},{\"id\":\"1636\",\"type\":\"GlyphRenderer\"},{\"id\":\"1641\",\"type\":\"GlyphRenderer\"},{\"id\":\"1646\",\"type\":\"GlyphRenderer\"},{\"id\":\"1651\",\"type\":\"GlyphRenderer\"},{\"id\":\"1656\",\"type\":\"GlyphRenderer\"},{\"id\":\"1661\",\"type\":\"GlyphRenderer\"},{\"id\":\"1666\",\"type\":\"GlyphRenderer\"},{\"id\":\"1671\",\"type\":\"GlyphRenderer\"},{\"id\":\"1676\",\"type\":\"GlyphRenderer\"},{\"id\":\"1681\",\"type\":\"GlyphRenderer\"},{\"id\":\"1686\",\"type\":\"GlyphRenderer\"},{\"id\":\"1691\",\"type\":\"GlyphRenderer\"},{\"id\":\"1696\",\"type\":\"GlyphRenderer\"},{\"id\":\"1701\",\"type\":\"GlyphRenderer\"},{\"id\":\"1706\",\"type\":\"GlyphRenderer\"},{\"id\":\"1711\",\"type\":\"GlyphRenderer\"},{\"id\":\"1716\",\"type\":\"GlyphRenderer\"},{\"id\":\"1721\",\"type\":\"GlyphRenderer\"},{\"id\":\"1726\",\"type\":\"GlyphRenderer\"},{\"id\":\"1731\",\"type\":\"GlyphRenderer\"},{\"id\":\"1736\",\"type\":\"GlyphRenderer\"},{\"id\":\"1741\",\"type\":\"GlyphRenderer\"},{\"id\":\"1746\",\"type\":\"GlyphRenderer\"},{\"id\":\"1751\",\"type\":\"GlyphRenderer\"},{\"id\":\"1756\",\"type\":\"GlyphRenderer\"},{\"id\":\"1761\",\"type\":\"GlyphRenderer\"},{\"id\":\"1766\",\"type\":\"GlyphRenderer\"},{\"id\":\"1771\",\"type\":\"GlyphRenderer\"},{\"id\":\"1776\",\"type\":\"GlyphRenderer\"},{\"id\":\"1781\",\"type\":\"GlyphRenderer\"},{\"id\":\"1786\",\"type\":\"GlyphRenderer\"},{\"id\":\"1791\",\"type\":\"GlyphRenderer\"},{\"id\":\"1796\",\"type\":\"GlyphRenderer\"},{\"id\":\"1801\",\"type\":\"GlyphRenderer\"},{\"id\":\"1806\",\"type\":\"GlyphRenderer\"},{\"id\":\"1811\",\"type\":\"GlyphRenderer\"},{\"id\":\"1816\",\"type\":\"GlyphRenderer\"},{\"id\":\"1821\",\"type\":\"GlyphRenderer\"},{\"id\":\"1826\",\"type\":\"GlyphRenderer\"},{\"id\":\"1831\",\"type\":\"GlyphRenderer\"},{\"id\":\"1836\",\"type\":\"GlyphRenderer\"},{\"id\":\"1841\",\"type\":\"GlyphRenderer\"},{\"id\":\"1846\",\"type\":\"GlyphRenderer\"},{\"id\":\"1851\",\"type\":\"GlyphRenderer\"},{\"id\":\"1856\",\"type\":\"GlyphRenderer\"},{\"id\":\"1861\",\"type\":\"GlyphRenderer\"},{\"id\":\"1866\",\"type\":\"GlyphRenderer\"},{\"id\":\"1871\",\"type\":\"GlyphRenderer\"},{\"id\":\"1876\",\"type\":\"GlyphRenderer\"},{\"id\":\"1881\",\"type\":\"GlyphRenderer\"},{\"id\":\"1886\",\"type\":\"GlyphRenderer\"},{\"id\":\"1891\",\"type\":\"GlyphRenderer\"},{\"id\":\"1896\",\"type\":\"GlyphRenderer\"},{\"id\":\"1901\",\"type\":\"GlyphRenderer\"},{\"id\":\"1906\",\"type\":\"GlyphRenderer\"},{\"id\":\"1911\",\"type\":\"GlyphRenderer\"},{\"id\":\"1916\",\"type\":\"GlyphRenderer\"},{\"id\":\"1921\",\"type\":\"GlyphRenderer\"},{\"id\":\"1926\",\"type\":\"GlyphRenderer\"},{\"id\":\"1931\",\"type\":\"GlyphRenderer\"},{\"id\":\"1936\",\"type\":\"GlyphRenderer\"},{\"id\":\"1941\",\"type\":\"GlyphRenderer\"},{\"id\":\"1946\",\"type\":\"GlyphRenderer\"},{\"id\":\"1951\",\"type\":\"GlyphRenderer\"},{\"id\":\"1956\",\"type\":\"GlyphRenderer\"},{\"id\":\"1961\",\"type\":\"GlyphRenderer\"},{\"id\":\"1966\",\"type\":\"GlyphRenderer\"},{\"id\":\"1971\",\"type\":\"GlyphRenderer\"},{\"id\":\"1976\",\"type\":\"GlyphRenderer\"},{\"id\":\"1981\",\"type\":\"GlyphRenderer\"},{\"id\":\"1986\",\"type\":\"GlyphRenderer\"},{\"id\":\"1991\",\"type\":\"GlyphRenderer\"},{\"id\":\"1996\",\"type\":\"GlyphRenderer\"},{\"id\":\"2001\",\"type\":\"GlyphRenderer\"},{\"id\":\"2006\",\"type\":\"GlyphRenderer\"},{\"id\":\"2011\",\"type\":\"GlyphRenderer\"},{\"id\":\"2016\",\"type\":\"GlyphRenderer\"},{\"id\":\"2021\",\"type\":\"GlyphRenderer\"},{\"id\":\"2026\",\"type\":\"GlyphRenderer\"},{\"id\":\"2031\",\"type\":\"GlyphRenderer\"},{\"id\":\"2036\",\"type\":\"GlyphRenderer\"},{\"id\":\"2041\",\"type\":\"GlyphRenderer\"},{\"id\":\"2046\",\"type\":\"GlyphRenderer\"},{\"id\":\"2051\",\"type\":\"GlyphRenderer\"},{\"id\":\"2056\",\"type\":\"GlyphRenderer\"},{\"id\":\"2061\",\"type\":\"GlyphRenderer\"},{\"id\":\"2066\",\"type\":\"GlyphRenderer\"},{\"id\":\"2071\",\"type\":\"GlyphRenderer\"},{\"id\":\"2076\",\"type\":\"GlyphRenderer\"},{\"id\":\"2081\",\"type\":\"GlyphRenderer\"},{\"id\":\"2086\",\"type\":\"GlyphRenderer\"},{\"id\":\"2091\",\"type\":\"GlyphRenderer\"},{\"id\":\"2096\",\"type\":\"GlyphRenderer\"},{\"id\":\"2101\",\"type\":\"GlyphRenderer\"},{\"id\":\"2106\",\"type\":\"GlyphRenderer\"},{\"id\":\"2111\",\"type\":\"GlyphRenderer\"},{\"id\":\"2116\",\"type\":\"GlyphRenderer\"},{\"id\":\"2121\",\"type\":\"GlyphRenderer\"},{\"id\":\"2126\",\"type\":\"GlyphRenderer\"},{\"id\":\"2131\",\"type\":\"GlyphRenderer\"},{\"id\":\"2136\",\"type\":\"GlyphRenderer\"},{\"id\":\"2141\",\"type\":\"GlyphRenderer\"},{\"id\":\"2146\",\"type\":\"GlyphRenderer\"},{\"id\":\"2151\",\"type\":\"GlyphRenderer\"},{\"id\":\"2156\",\"type\":\"GlyphRenderer\"},{\"id\":\"2161\",\"type\":\"GlyphRenderer\"},{\"id\":\"2166\",\"type\":\"GlyphRenderer\"},{\"id\":\"2171\",\"type\":\"GlyphRenderer\"},{\"id\":\"2176\",\"type\":\"GlyphRenderer\"},{\"id\":\"2181\",\"type\":\"GlyphRenderer\"},{\"id\":\"2186\",\"type\":\"GlyphRenderer\"},{\"id\":\"2191\",\"type\":\"GlyphRenderer\"},{\"id\":\"2196\",\"type\":\"GlyphRenderer\"},{\"id\":\"2201\",\"type\":\"GlyphRenderer\"}],\"title\":{\"id\":\"1178\",\"type\":\"Title\"},\"toolbar\":{\"id\":\"1165\",\"type\":\"Toolbar\"},\"x_range\":{\"id\":\"1141\",\"type\":\"DataRange1d\"},\"x_scale\":{\"id\":\"1145\",\"type\":\"LinearScale\"},\"y_range\":{\"id\":\"1143\",\"type\":\"DataRange1d\"},\"y_scale\":{\"id\":\"1147\",\"type\":\"LinearScale\"}},\"id\":\"1140\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"GIZhGIZhiD8YhmEYhmGYP5IkSZIkSaI/GIZhGIZhqD+e53me53muP5IkSZIkSbI/VVVVVVVVtT8YhmEYhmG4P9u2bdu2bbs/nud5nud5vj8xDMMwDMPAP5IkSZIkScI/9DzP8zzPwz9VVVVVVVXFP7dt27Zt28Y/GIZhGIZhyD96nud5nufJP9u2bdu2bcs/Pc/zPM/zzD+e53me53nOPwAAAAAAANA/MQzDMAzD0D9iGIZhGIbRP5IkSZIkSdI/wzAMwzAM0z/0PM/zPM/TPyVJkiRJktQ/VVVVVVVV1T+GYRiGYRjWP7dt27Zt29Y/6Hme53me1z8YhmEYhmHYP0mSJEmSJNk/ep7neZ7n2T+rqqqqqqraP9u2bdu2bds/DMMwDMMw3D89z/M8z/PcP27btm3btt0/nud5nud53j/P8zzP8zzfPwAAAAAAAOA/GIZhGIZh4D8xDMMwDMPgP0mSJEmSJOE/YhiGYRiG4T96nud5nufhP5IkSZIkSeI/q6qqqqqq4j/DMAzDMAzjP9u2bdu2beM/9DzP8zzP4z8MwzAMwzDkPyVJkiRJkuQ/Pc/zPM/z5D9VVVVVVVXlP27btm3btuU/hmEYhmEY5j+e53me53nmP7dt27Zt2+Y/z/M8z/M85z/oeZ7neZ7nPwAAAAAAAOg/GIZhGIZh6D8xDMMwDMPoP0mSJEmSJOk/YhiGYRiG6T96nud5nufpP5IkSZIkSeo/q6qqqqqq6j/DMAzDMAzrP9u2bdu2bes/9DzP8zzP6z8MwzAMwzDsPyVJkiRJkuw/Pc/zPM/z7D9VVVVVVVXtP27btm3btu0/hmEYhmEY7j+e53me53nuP7dt27Zt2+4/z/M8z/M87z/oeZ7neZ7vPwAAAAAAAPA/\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2438\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2439\",\"type\":\"UnionRenderers\"}},\"id\":\"1738\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data_source\":{\"id\":\"1738\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1739\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1740\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1742\",\"type\":\"CDSView\"}},\"id\":\"1741\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1740\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2338\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2347\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2348\",\"type\":\"Selection\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"2NWSIXoMyr9QUHGvf5HJv1BQca9/kcm/GClCfX7Swr8YKUJ9ftLCvwCvfZTETMK/AK99lMRMwr8Ar32UxEzCv3DZ76+EYrq/QGFB5s/Yrb9AYUHmz9itv2DtUm8SpKi/YO1SbxKkqL9wqdXETynBP3Cp1cRPKcE/YOZkfCJy0T/ov/fRM+DZP+i/99Ez4Nk/6L/30TPg2T9YTmttpI/aP+i32Id/+98/8E8hJFBy4z/wTyEkUHLjP7CJfc+NXuY/Kn2Z9acC6T8YoVAchRnpP1oYmriaauo/WhiauJpq6j8+tt3RRE3rPz623dFETes/HHF5eX8x7T9s+fm8J4TvP8GsDC1xe/A/wawMLXF78D/54dypPxnxP/nh3Kk/GfE/dUXlqc0W8j95l0eBxE30P7TM3pzQgvQ/XD3jReW99D+WfKi3xVP2P5+ZHMFMMvc/d28B6/cb+D93bwHr9xv4P3dvAev3G/g/M3LSfipF+D8zctJ+KkX4P6hcneajo/g/qFyd5qOj+D/XIl4hMsP4P9ciXiEyw/g/P4th0TMU+T9noy8HACX6P2ejLwcAJfo/Kbl/r6d0+z9KRR92Za77P4oN0tZH/vs/ig3S1kf++z8LD1bmbBj9P5XETvtsO/0/lcRO+2w7/T/XcE0EMHz9P9dwTQQwfP0/tTRzy82O/T+1NHPLzY79PwsmurFfjv4/h+B0FRHc/j+H4HQVEdz+P4fgdBUR3P4/h+B0FRHc/j+tBEdMD2H/P1mJNd9HjP8/RKdFohNxAEA4F92fzqQAQMrL+BybrABAysv4HJusAEBGB4Ilmu8AQE74A0OZFQFAaA08HKAjAkA2X4PjdcwCQDZfg+N1zAJA/u0QJDL7AkDU3dP6ngADQNTd0/qeAANA1N3T+p4AA0DU3dP6ngADQHr+EhZYLwNAev4SFlgvA0B6/hIWWC8DQHr+EhZYLwNAoigu7KxFA0BWEcz2ZM0DQAK/pFbb/ANAAr+kVtv8A0Aon3yf7SAEQBIWczX1aQRAEhZzNfVpBEAOx1HeCnAEQF4WcV9KbAVAXhZxX0psBUBGKX8cEHAFQIzD9yOIggVAVoBN+ym9BUBiMrP05EkGQKzobZH3WQZAmPytwqleBkCY/K3CqV4GQOSK6Wct1AZA5IrpZy3UBkDkiulnLdQGQOQQzzfl2QZAIgEBkFYEB0AggZ3At5gHQCCBncC3mAdAKPYuAxERCEBWTANkKzcIQFZMA2QrNwhAFtjB5l+aCEAW2MHmX5oIQI6vm3ffgAlAjq+bd9+ACUBkWY61AnIKQHAL9K69fgpARk69k5JNDEBuh+SJY4wMQOYAH+H3fg1AB/3j4uv6D0AH/ePi6/oPQAf94+Lr+g9A0Ndb+eoeEEDQ11v56h4QQA==\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"cUJKnmVEfz9xQkqeZUSPP9WxtzZMc5c/cUJKnmVEnz+Hae6Cv4qjP9WxtzZMc6c/I/qA6thbqz9xQkqeZUSvP2DFCSl5lrE/h2nugr+Ksz+uDdPcBX+1P9WxtzZMc7c//FWckJJnuT8j+oDq2Fu7P0qeZUQfUL0/cUJKnmVEvz9Mcxf8VZzAP2DFCSl5lsE/cxf8VZyQwj+Hae6Cv4rDP5q74K/ihMQ/rg3T3AV/xT/BX8UJKXnGP9WxtzZMc8c/6QOqY29tyD/8VZyQkmfJPxCojr21Yco/I/qA6thbyz83THMX/FXMP0qeZUQfUM0/XvBXcUJKzj9xQkqeZUTPP0JKnmVEH9A/THMX/FWc0D9WnJCSZxnRP2DFCSl5ltE/au6Cv4oT0j9zF/xVnJDSP31AdeytDdM/h2nugr+K0z+RkmcZ0QfUP5q74K/ihNQ/pORZRvQB1T+uDdPcBX/VP7g2THMX/NU/wV/FCSl51j/LiD6gOvbWP9WxtzZMc9c/39owzV3w1z/pA6pjb23YP/IsI/qA6tg//FWckJJn2T8GfxUnpOTZPxCojr21Ydo/GdEHVMfe2j8j+oDq2FvbPy0j+oDq2Ns/N0xzF/xV3D9AdeytDdPcP0qeZUQfUN0/VMfe2jDN3T9e8FdxQkreP2gZ0QdUx94/cUJKnmVE3z97a8M0d8HfP0JKnmVEH+A/x97aMM1d4D9Mcxf8VZzgP9EHVMfe2uA/VpyQkmcZ4T/bMM1d8FfhP2DFCSl5luE/5VlG9AHV4T9q7oK/ihPiP+6Cv4oTUuI/cxf8VZyQ4j/4qzghJc/iP31AdeytDeM/AtWxtzZM4z+Hae6Cv4rjPwz+Kk5IyeM/kZJnGdEH5D8VJ6TkWUbkP5q74K/ihOQ/H1Ade2vD5D+k5FlG9AHlPyl5lhF9QOU/rg3T3AV/5T8zog+ojr3lP7g2THMX/OU/PcuIPqA65j/BX8UJKXnmP0b0AdWxt+Y/y4g+oDr25j9QHXtrwzTnP9WxtzZMc+c/Wkb0AdWx5z/f2jDNXfDnP2RvbZjmLug/6QOqY29t6D9tmOYu+KvoP/IsI/qA6ug/d8FfxQkp6T/8VZyQkmfpP4Hq2Fsbpuk/Bn8VJ6Tk6T+LE1LyLCPqPxCojr21Yeo/lTzLiD6g6j8Z0QdUx97qP55lRB9QHes/I/qA6thb6z+ojr21YZrrPy0j+oDq2Os/src2THMX7D83THMX/FXsP7zgr+KElOw/QHXsrQ3T7D/FCSl5lhHtP0qeZUQfUO0/zzKiD6iO7T9Ux97aMM3tP9lbG6a5C+4/XvBXcUJK7j/jhJQ8y4juP2gZ0QdUx+4/7K0N09wF7z9xQkqeZUTvP/bWhmnugu8/e2vDNHfB7z8AAAAAAADwPw==\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2540\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2541\",\"type\":\"UnionRenderers\"}},\"id\":\"1993\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2487\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2349\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"1993\",\"type\":\"ColumnDataSource\"}},\"id\":\"1997\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1995\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2350\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"1993\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1994\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1995\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1997\",\"type\":\"CDSView\"}},\"id\":\"1996\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1999\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2351\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1825\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"SMnNpog92T8Ac4juvpTbPwBziO6+lNs/AHOI7r6U2z+qjuZjjS/iP6qO5mONL+I/ElJIzW335D8SUkjNbffkPxJSSM1t9+Q/SI9w9bKi5j9Ij3D1sqLmP+ACmqPdnek/4AKao92d6T+6yqQh+X/qP3wawWG47+s/kaPKy7CG7D9JGm3w1NjsP0kabfDU2Ow/SRpt8NTY7D/9dw4AawrtP/13DgBrCu0/UXIYZyKh7T9m/80m1t7tP2KxsmfafPA/heNeSmiJ8D+KNFZMsPbwP4o0Vkyw9vA/gAqszQpD8T8O0yP3fwzyPySR4s0lU/I/8jabeBKP9D+cJpgbFwz1P5wmmBsXDPU/jeEW3YUk9T9owlvR8U/2PyMIvH1h8PY/6t7vAcVG9z/q3u8BxUb3Px2KZ7riYPg/SscBpayd+D/ty/4qy874P+3L/irLzvg/7cv+KsvO+D969yy5lRz8PxgatEExMPw/VIQAyupU/D9e6kyLBbz8P17qTIsFvPw/XupMiwW8/D9e6kyLBbz8P+lZdQe8yv4/6Vl1B7zK/j+KGrEAsWP/P2VO/AKF+P8/gDLcdVigAEBMzwoB4o0BQIlqYKCN2wFAPJLhbcfzAUA8kuFtx/MBQDyS4W3H8wFAwJuEx6ASAkAHEb9XlicCQAcRv1eWJwJABxG/V5YnAkBCmVyBCqYCQH+LZITZowNA9JA/DQHfA0D0kD8NAd8DQMumcs/cAgVAYSagfjmyBUBhJqB+ObIFQMf/Mz8g7wVAx/8zPyDvBUAEC3a4PxYGQHfHeInTyAZAd8d4idPIBkCoed0XucYHQFfczrN7MQhAV9zOs3sxCECPs//2XpsLQI+z//ZemwtA+eXiZASTDkCA2UjwlwIQQIDZSPCXAhBA\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2542\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2543\",\"type\":\"UnionRenderers\"}},\"id\":\"1998\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data_source\":{\"id\":\"1823\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1824\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1825\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1827\",\"type\":\"CDSView\"}},\"id\":\"1826\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1998\",\"type\":\"ColumnDataSource\"}},\"id\":\"2002\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2470\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2471\",\"type\":\"UnionRenderers\"}},\"id\":\"1818\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2000\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1818\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1819\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1820\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1822\",\"type\":\"CDSView\"}},\"id\":\"1821\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"1998\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1999\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2000\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"2002\",\"type\":\"CDSView\"}},\"id\":\"2001\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1819\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2004\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2474\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2475\",\"type\":\"UnionRenderers\"}},\"id\":\"1828\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2544\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2545\",\"type\":\"UnionRenderers\"}},\"id\":\"2003\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2472\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2473\",\"type\":\"UnionRenderers\"}},\"id\":\"1823\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"2003\",\"type\":\"ColumnDataSource\"}},\"id\":\"2007\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2005\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"2003\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"2004\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2005\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"2007\",\"type\":\"CDSView\"}},\"id\":\"2006\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1829\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1823\",\"type\":\"ColumnDataSource\"}},\"id\":\"1827\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2009\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1835\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2546\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2547\",\"type\":\"UnionRenderers\"}},\"id\":\"2008\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"2008\",\"type\":\"ColumnDataSource\"}},\"id\":\"2012\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2346\",\"type\":\"Selection\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2010\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"2008\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"2009\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2010\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"2012\",\"type\":\"CDSView\"}},\"id\":\"2011\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2014\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2548\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2549\",\"type\":\"UnionRenderers\"}},\"id\":\"2013\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data_source\":{\"id\":\"1833\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1834\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1835\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1837\",\"type\":\"CDSView\"}},\"id\":\"1836\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"2013\",\"type\":\"ColumnDataSource\"}},\"id\":\"2017\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2015\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"2013\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"2014\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2015\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"2017\",\"type\":\"CDSView\"}},\"id\":\"2016\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2476\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2477\",\"type\":\"UnionRenderers\"}},\"id\":\"1833\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1820\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2019\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1824\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"GIZhGIZhiD8YhmEYhmGYP5IkSZIkSaI/GIZhGIZhqD+e53me53muP5IkSZIkSbI/VVVVVVVVtT8YhmEYhmG4P9u2bdu2bbs/nud5nud5vj8xDMMwDMPAP5IkSZIkScI/9DzP8zzPwz9VVVVVVVXFP7dt27Zt28Y/GIZhGIZhyD96nud5nufJP9u2bdu2bcs/Pc/zPM/zzD+e53me53nOPwAAAAAAANA/MQzDMAzD0D9iGIZhGIbRP5IkSZIkSdI/wzAMwzAM0z/0PM/zPM/TPyVJkiRJktQ/VVVVVVVV1T+GYRiGYRjWP7dt27Zt29Y/6Hme53me1z8YhmEYhmHYP0mSJEmSJNk/ep7neZ7n2T+rqqqqqqraP9u2bdu2bds/DMMwDMMw3D89z/M8z/PcP27btm3btt0/nud5nud53j/P8zzP8zzfPwAAAAAAAOA/GIZhGIZh4D8xDMMwDMPgP0mSJEmSJOE/YhiGYRiG4T96nud5nufhP5IkSZIkSeI/q6qqqqqq4j/DMAzDMAzjP9u2bdu2beM/9DzP8zzP4z8MwzAMwzDkPyVJkiRJkuQ/Pc/zPM/z5D9VVVVVVVXlP27btm3btuU/hmEYhmEY5j+e53me53nmP7dt27Zt2+Y/z/M8z/M85z/oeZ7neZ7nPwAAAAAAAOg/GIZhGIZh6D8xDMMwDMPoP0mSJEmSJOk/YhiGYRiG6T96nud5nufpP5IkSZIkSeo/q6qqqqqq6j/DMAzDMAzrP9u2bdu2bes/9DzP8zzP6z8MwzAMwzDsPyVJkiRJkuw/Pc/zPM/z7D9VVVVVVVXtP27btm3btu0/hmEYhmEY7j+e53me53nuP7dt27Zt2+4/z/M8z/M87z/oeZ7neZ7vPwAAAAAAAPA/\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2550\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2551\",\"type\":\"UnionRenderers\"}},\"id\":\"2018\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1828\",\"type\":\"ColumnDataSource\"}},\"id\":\"1832\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1830\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"2018\",\"type\":\"ColumnDataSource\"}},\"id\":\"2022\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2020\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"2018\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"2019\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2020\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"2022\",\"type\":\"CDSView\"}},\"id\":\"2021\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1818\",\"type\":\"ColumnDataSource\"}},\"id\":\"1822\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1834\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2552\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2553\",\"type\":\"UnionRenderers\"}},\"id\":\"2023\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data_source\":{\"id\":\"1828\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1829\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1830\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1832\",\"type\":\"CDSView\"}},\"id\":\"1831\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2024\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1594\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2380\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2381\",\"type\":\"UnionRenderers\"}},\"id\":\"1593\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1593\",\"type\":\"ColumnDataSource\"}},\"id\":\"1597\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1595\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1593\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1594\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1595\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1597\",\"type\":\"CDSView\"}},\"id\":\"1596\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1599\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2382\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2383\",\"type\":\"UnionRenderers\"}},\"id\":\"1598\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1598\",\"type\":\"ColumnDataSource\"}},\"id\":\"1602\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1600\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1598\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1599\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1600\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1602\",\"type\":\"CDSView\"}},\"id\":\"1601\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1849\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1843\",\"type\":\"ColumnDataSource\"}},\"id\":\"1847\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2482\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2483\",\"type\":\"UnionRenderers\"}},\"id\":\"1848\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1848\",\"type\":\"ColumnDataSource\"}},\"id\":\"1852\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1850\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1848\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1849\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1850\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1852\",\"type\":\"CDSView\"}},\"id\":\"1851\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1854\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2484\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2485\",\"type\":\"UnionRenderers\"}},\"id\":\"1853\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1853\",\"type\":\"ColumnDataSource\"}},\"id\":\"1857\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1855\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1853\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1854\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1855\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1857\",\"type\":\"CDSView\"}},\"id\":\"1856\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1859\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2486\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2487\",\"type\":\"UnionRenderers\"}},\"id\":\"1858\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1858\",\"type\":\"ColumnDataSource\"}},\"id\":\"1862\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1860\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1858\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1859\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1860\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1862\",\"type\":\"CDSView\"}},\"id\":\"1861\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1864\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2488\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2489\",\"type\":\"UnionRenderers\"}},\"id\":\"1863\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1863\",\"type\":\"ColumnDataSource\"}},\"id\":\"1867\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1865\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1863\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1864\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1865\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1867\",\"type\":\"CDSView\"}},\"id\":\"1866\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2527\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2529\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2528\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2531\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2530\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2532\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2534\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2533\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2535\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2479\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2537\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2536\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2524\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2526\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2517\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2525\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2519\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2518\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2514\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2520\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2521\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2522\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2523\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2515\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2516\",\"type\":\"Selection\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1739\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2538\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"1688\",\"type\":\"ColumnDataSource\"}},\"id\":\"1692\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2509\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2511\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2510\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2513\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2512\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2296\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2297\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2298\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2299\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2300\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2301\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2302\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2303\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2304\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2305\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2306\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2307\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2308\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2309\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2310\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2311\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2312\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2313\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2314\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2315\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2316\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2317\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2318\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2319\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2320\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2321\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2322\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2323\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2324\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2325\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2326\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"1528\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1529\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1530\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1532\",\"type\":\"CDSView\"}},\"id\":\"1531\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1368\",\"type\":\"ColumnDataSource\"}},\"id\":\"1372\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1374\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1530\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"2NWSIXoMyr/Y1ZIhegzKv1BQca9/kcm/UFBxr3+Ryb8ATMcvb8jEv1Ak9FkEc7+/YAqk6r2lu79gCqTqvaW7v3DZ76+EYrq/cNnvr4Riur9g7VJvEqSov2DtUm8SpKi/cKnVxE8pwT9wqdXETynBP2DmZHwictE/YOZkfCJy0T9g5mR8InLRP2DmZHwictE/YOZkfCJy0T+w7KtFzuXXP1hOa22kj9o/WE5rbaSP2j9YTmttpI/aP+i32Id/+98/ThLD28jq5T9OEsPbyOrlP7CJfc+NXuY/IDlKKwN85z9aGJq4mmrqPz623dFETes/cj2C6I5z7D9yPYLojnPsP9wW3UezJ+0/0oDyRFXB7T/SgPJEVcHtP9KA8kRVwe0/0oDyRFXB7T9s+fm8J4TvP2z5+bwnhO8/bPn5vCeE7z9z23rQcnfwP/nh3Kk/GfE/+eHcqT8Z8T/54dypPxnxP4D4tXg3rfM/gPi1eDet8z8g870JRGb0PyDzvQlEZvQ/XD3jReW99D+aReQ++Kf1P2cvl9fQ5PU/Zy+X19Dk9T90uuiuq6D2P3S66K6roPY/n5kcwUwy9z+fmRzBTDL3P5+ZHMFMMvc/n5kcwUwy9z+fmRzBTDL3P6qiNB4rj/c/qFyd5qOj+D+oXJ3mo6P4P9ciXiEyw/g/P4th0TMU+T/XUCa4F+/5P0pFH3Zlrvs/SkUfdmWu+z+KDdLWR/77PydR64CqqPw/J1HrgKqo/D97/nDaEtD8P3v+cNoS0Pw/lcRO+2w7/T/XcE0EMHz9P6XJgaHNiP0/pcmBoc2I/T+lyYGhzYj9P6XJgaHNiP0/tTRzy82O/T8LJrqxX47+PwsmurFfjv4/Cya6sV+O/j+tBEdMD2H/P3KK7KitAABAcorsqK0AAEByiuyorQAAQHKK7KitAABAcorsqK0AAEDKy/gcm6wAQA7V8ijYzgBARgeCJZrvAEBGB4Ilmu8AQE74A0OZFQFAmrQHfwJ3AUA2X4PjdcwCQFYRzPZkzQNAVhHM9mTNA0ACv6RW2/wDQAK/pFbb/ANAAr+kVtv8A0CyElFxXxYEQCiffJ/tIARAEhZzNfVpBEBGKX8cEHAFQEYpfxwQcAVAjMP3I4iCBUBiMrP05EkGQKzobZH3WQZAmPytwqleBkCY/K3CqV4GQH7PpkgBcQZA5IrpZy3UBkAiAQGQVgQHQFZMA2QrNwhAfBbitvmOCEAW2MHmX5oIQBRj90JE2QlAFGP3QkTZCUBkWY61AnIKQGRZjrUCcgpAcAv0rr1+CkCygj1L0w8MQLKCPUvTDwxARk69k5JNDEBGTr2Tkk0MQEZOvZOSTQxAtKxZjP1UDEDmAB/h934NQAf94+Lr+g9A0Ndb+eoeEEDs3rkmYoUXQA==\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2292\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2293\",\"type\":\"UnionRenderers\"}},\"id\":\"1373\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1528\",\"type\":\"ColumnDataSource\"}},\"id\":\"1532\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1534\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1373\",\"type\":\"ColumnDataSource\"}},\"id\":\"1377\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1375\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1373\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1374\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1375\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1377\",\"type\":\"CDSView\"}},\"id\":\"1376\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2356\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2357\",\"type\":\"UnionRenderers\"}},\"id\":\"1533\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1379\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1533\",\"type\":\"ColumnDataSource\"}},\"id\":\"1537\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"1147\",\"type\":\"LinearScale\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1535\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1533\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1534\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1535\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1537\",\"type\":\"CDSView\"}},\"id\":\"1536\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"SMnNpog92T8Ac4juvpTbPwBziO6+lNs/uLD/1fls5D+4sP/V+WzkPxJSSM1t9+Q/nFncGie65T9Ij3D1sqLmP0iPcPWyouY/4AKao92d6T8yRyD5ma/pPzJHIPmZr+k/Mkcg+Zmv6T8yRyD5ma/pPxRklW32POs/SRpt8NTY7D/9dw4AawrtP6nG3FBHfO4/qcbcUEd87j+F415KaInwP4o0Vkyw9vA/gAqszQpD8T8O0yP3fwzyPySR4s0lU/I/qDAbTqQy9D/yNpt4Eo/0P/I2m3gSj/Q/jeEW3YUk9T/GnTf/ulH1P8adN/+6UfU/G7S8XM8O9j9owlvR8U/2P2jCW9HxT/Y/aMJb0fFP9j/q3u8BxUb3P+re7wHFRvc/eoIptLcS+D96gim0txL4P0rHAaWsnfg/7cv+KsvO+D/24vAzObP5P2ON38UGCfw/Y43fxQYJ/D8YGrRBMTD8P4pooOOu3P0/imig467c/T+KaKDjrtz9P+lZdQe8yv4/ihqxALFj/z9lTvwChfj/P2VO/AKF+P8/ZU78AoX4/z8ww5WoADcAQIAy3HVYoABAmhCJN1TLAECaEIk3VMsAQK7hOOXzSQFAruE45fNJAUBMzwoB4o0BQEzPCgHijQFAiWpgoI3bAUCJamCgjdsBQIlqYKCN2wFAwJuEx6ASAkAHEb9XlicCQBoHrXy4QwJAQplcgQqmAkB/i2SE2aMDQH+LZITZowNA2wJY2WAABEDbAljZYAAEQHKv4kn0cQRAy6Zyz9wCBUDLpnLP3AIFQGEmoH45sgVAx/8zPyDvBUBPtpcpz1sHQKh53Re5xgdAV9zOs3sxCECPs//2XpsLQPnl4mQEkw5A+eXiZASTDkCA2UjwlwIQQGGt5axgdxBA\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2294\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2295\",\"type\":\"UnionRenderers\"}},\"id\":\"1378\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1539\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1378\",\"type\":\"ColumnDataSource\"}},\"id\":\"1382\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1380\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1378\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1379\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1380\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1382\",\"type\":\"CDSView\"}},\"id\":\"1381\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2358\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2359\",\"type\":\"UnionRenderers\"}},\"id\":\"1538\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1384\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1538\",\"type\":\"ColumnDataSource\"}},\"id\":\"1542\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1540\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1538\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1539\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1540\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1542\",\"type\":\"CDSView\"}},\"id\":\"1541\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2296\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2297\",\"type\":\"UnionRenderers\"}},\"id\":\"1383\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1544\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1383\",\"type\":\"ColumnDataSource\"}},\"id\":\"1387\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1385\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1383\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1384\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1385\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1387\",\"type\":\"CDSView\"}},\"id\":\"1386\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2360\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2361\",\"type\":\"UnionRenderers\"}},\"id\":\"1543\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1389\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1543\",\"type\":\"ColumnDataSource\"}},\"id\":\"1547\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1545\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1543\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1544\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1545\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1547\",\"type\":\"CDSView\"}},\"id\":\"1546\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"GIZhGIZhiD8YhmEYhmGYP5IkSZIkSaI/GIZhGIZhqD+e53me53muP5IkSZIkSbI/VVVVVVVVtT8YhmEYhmG4P9u2bdu2bbs/nud5nud5vj8xDMMwDMPAP5IkSZIkScI/9DzP8zzPwz9VVVVVVVXFP7dt27Zt28Y/GIZhGIZhyD96nud5nufJP9u2bdu2bcs/Pc/zPM/zzD+e53me53nOPwAAAAAAANA/MQzDMAzD0D9iGIZhGIbRP5IkSZIkSdI/wzAMwzAM0z/0PM/zPM/TPyVJkiRJktQ/VVVVVVVV1T+GYRiGYRjWP7dt27Zt29Y/6Hme53me1z8YhmEYhmHYP0mSJEmSJNk/ep7neZ7n2T+rqqqqqqraP9u2bdu2bds/DMMwDMMw3D89z/M8z/PcP27btm3btt0/nud5nud53j/P8zzP8zzfPwAAAAAAAOA/GIZhGIZh4D8xDMMwDMPgP0mSJEmSJOE/YhiGYRiG4T96nud5nufhP5IkSZIkSeI/q6qqqqqq4j/DMAzDMAzjP9u2bdu2beM/9DzP8zzP4z8MwzAMwzDkPyVJkiRJkuQ/Pc/zPM/z5D9VVVVVVVXlP27btm3btuU/hmEYhmEY5j+e53me53nmP7dt27Zt2+Y/z/M8z/M85z/oeZ7neZ7nPwAAAAAAAOg/GIZhGIZh6D8xDMMwDMPoP0mSJEmSJOk/YhiGYRiG6T96nud5nufpP5IkSZIkSeo/q6qqqqqq6j/DMAzDMAzrP9u2bdu2bes/9DzP8zzP6z8MwzAMwzDsPyVJkiRJkuw/Pc/zPM/z7D9VVVVVVVXtP27btm3btu0/hmEYhmEY7j+e53me53nuP7dt27Zt2+4/z/M8z/M87z/oeZ7neZ7vPwAAAAAAAPA/\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2298\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2299\",\"type\":\"UnionRenderers\"}},\"id\":\"1388\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1549\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1388\",\"type\":\"ColumnDataSource\"}},\"id\":\"1392\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1390\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1388\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1389\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1390\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1392\",\"type\":\"CDSView\"}},\"id\":\"1391\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2362\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2363\",\"type\":\"UnionRenderers\"}},\"id\":\"1548\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1730\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1394\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1548\",\"type\":\"ColumnDataSource\"}},\"id\":\"1552\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1550\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1548\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1549\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1550\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1552\",\"type\":\"CDSView\"}},\"id\":\"1551\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2300\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2301\",\"type\":\"UnionRenderers\"}},\"id\":\"1393\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1554\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1393\",\"type\":\"ColumnDataSource\"}},\"id\":\"1397\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1395\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1393\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1394\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1395\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1397\",\"type\":\"CDSView\"}},\"id\":\"1396\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2364\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2365\",\"type\":\"UnionRenderers\"}},\"id\":\"1553\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1399\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1553\",\"type\":\"ColumnDataSource\"}},\"id\":\"1557\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1555\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1553\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1554\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1555\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1557\",\"type\":\"CDSView\"}},\"id\":\"1556\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"AHOI7r6U2z/M2jeSGg/iP6qO5mONL+I/qo7mY40v4j+o7IWdeAPlP0iPcPWyouY/SI9w9bKi5j8yRyD5ma/pPzJHIPmZr+k/Mkcg+Zmv6T8UZJVt9jzrP3wawWG47+s/SRpt8NTY7D9JGm3w1NjsP2b/zSbW3u0/cz8MXv8s8D9isbJn2nzwP2KxsmfafPA/ijRWTLD28D+KNFZMsPbwP4AKrM0KQ/E/gAqszQpD8T8O0yP3fwzyPw7TI/d/DPI/DtMj938M8j+cJpgbFwz1P43hFt2FJPU/xp03/7pR9T/aTVWLk3n2PyMIvH1h8PY/6t7vAcVG9z96gim0txL4Px2KZ7riYPg/HYpnuuJg+D9KxwGlrJ34P5XtqBszx/g/Y43fxQYJ/D9jjd/FBgn8P1SEAMrqVPw/XupMiwW8/D+KaKDjrtz9P+lZdQe8yv4/ihqxALFj/z+KGrEAsWP/PzDDlagANwBAgDLcdVigAECu4Tjl80kBQK7hOOXzSQFATM8KAeKNAUCJamCgjdsBQIlqYKCN2wFAiWpgoI3bAUCJamCgjdsBQMCbhMegEgJAwJuEx6ASAkBCmVyBCqYCQGo7vNxJAwNAaju83EkDA0B/i2SE2aMDQNsCWNlgAARA2wJY2WAABEByr+JJ9HEEQHKv4kn0cQRAy6Zyz9wCBUDLpnLP3AIFQMumcs/cAgVAx/8zPyDvBUDH/zM/IO8FQMf/Mz8g7wVAd8d4idPIBkB3x3iJ08gGQE+2lynPWwdAT7aXKc9bB0BPtpcpz1sHQKh53Re5xgdAV9zOs3sxCECPs//2XpsLQI+z//ZemwtA+eXiZASTDkD55eJkBJMOQPnl4mQEkw5AgNlI8JcCEEBhreWsYHcQQGGt5axgdxBA\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"GIZhGIZhiD8YhmEYhmGYP5IkSZIkSaI/GIZhGIZhqD+e53me53muP5IkSZIkSbI/VVVVVVVVtT8YhmEYhmG4P9u2bdu2bbs/nud5nud5vj8xDMMwDMPAP5IkSZIkScI/9DzP8zzPwz9VVVVVVVXFP7dt27Zt28Y/GIZhGIZhyD96nud5nufJP9u2bdu2bcs/Pc/zPM/zzD+e53me53nOPwAAAAAAANA/MQzDMAzD0D9iGIZhGIbRP5IkSZIkSdI/wzAMwzAM0z/0PM/zPM/TPyVJkiRJktQ/VVVVVVVV1T+GYRiGYRjWP7dt27Zt29Y/6Hme53me1z8YhmEYhmHYP0mSJEmSJNk/ep7neZ7n2T+rqqqqqqraP9u2bdu2bds/DMMwDMMw3D89z/M8z/PcP27btm3btt0/nud5nud53j/P8zzP8zzfPwAAAAAAAOA/GIZhGIZh4D8xDMMwDMPgP0mSJEmSJOE/YhiGYRiG4T96nud5nufhP5IkSZIkSeI/q6qqqqqq4j/DMAzDMAzjP9u2bdu2beM/9DzP8zzP4z8MwzAMwzDkPyVJkiRJkuQ/Pc/zPM/z5D9VVVVVVVXlP27btm3btuU/hmEYhmEY5j+e53me53nmP7dt27Zt2+Y/z/M8z/M85z/oeZ7neZ7nPwAAAAAAAOg/GIZhGIZh6D8xDMMwDMPoP0mSJEmSJOk/YhiGYRiG6T96nud5nufpP5IkSZIkSeo/q6qqqqqq6j/DMAzDMAzrP9u2bdu2bes/9DzP8zzP6z8MwzAMwzDsPyVJkiRJkuw/Pc/zPM/z7D9VVVVVVVXtP27btm3btu0/hmEYhmEY7j+e53me53nuP7dt27Zt2+4/z/M8z/M87z/oeZ7neZ7vPwAAAAAAAPA/\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2302\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2303\",\"type\":\"UnionRenderers\"}},\"id\":\"1398\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1559\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1398\",\"type\":\"ColumnDataSource\"}},\"id\":\"1402\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1400\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1398\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1399\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1400\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1402\",\"type\":\"CDSView\"}},\"id\":\"1401\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2366\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2367\",\"type\":\"UnionRenderers\"}},\"id\":\"1558\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1560\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1404\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1214\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1928\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1929\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1930\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1932\",\"type\":\"CDSView\"}},\"id\":\"1931\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1208\",\"type\":\"ColumnDataSource\"}},\"id\":\"1212\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"1928\",\"type\":\"ColumnDataSource\"}},\"id\":\"1932\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1934\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2228\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2229\",\"type\":\"UnionRenderers\"}},\"id\":\"1213\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1213\",\"type\":\"ColumnDataSource\"}},\"id\":\"1217\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1215\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2516\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2517\",\"type\":\"UnionRenderers\"}},\"id\":\"1933\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data_source\":{\"id\":\"1213\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1214\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1215\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1217\",\"type\":\"CDSView\"}},\"id\":\"1216\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1933\",\"type\":\"ColumnDataSource\"}},\"id\":\"1937\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1935\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1933\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1934\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1935\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1937\",\"type\":\"CDSView\"}},\"id\":\"1936\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1218\",\"type\":\"ColumnDataSource\"}},\"id\":\"1222\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1939\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2230\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2231\",\"type\":\"UnionRenderers\"}},\"id\":\"1218\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1219\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2518\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2519\",\"type\":\"UnionRenderers\"}},\"id\":\"1938\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1220\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1938\",\"type\":\"ColumnDataSource\"}},\"id\":\"1942\",\"type\":\"CDSView\"},{\"attributes\":{\"data_source\":{\"id\":\"1218\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1219\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1220\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1222\",\"type\":\"CDSView\"}},\"id\":\"1221\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1940\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1223\",\"type\":\"ColumnDataSource\"}},\"id\":\"1227\",\"type\":\"CDSView\"},{\"attributes\":{\"data_source\":{\"id\":\"1938\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1939\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1940\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1942\",\"type\":\"CDSView\"}},\"id\":\"1941\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1944\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"UFBxr3+Ryb8ATMcvb8jEvxgpQn1+0sK/GClCfX7Swr8A3ulhG6vCv1Ak9FkEc7+/UCT0WQRzv79gCqTqvaW7v3DZ76+EYrq/gAPvCuMbtb+AA+8K4xu1v2DtUm8SpKi/YOZkfCJy0T8Eae8mglvZP+i32Id/+98/6LfYh3/73z/ot9iHf/vfP/BPISRQcuM/ThLD28jq5T+wiX3PjV7mPyA5SisDfOc/Kn2Z9acC6T8qfZn1pwLpPyp9mfWnAuk/cj2C6I5z7D9yPYLojnPsP9wW3UezJ+0/HHF5eX8x7T9s+fm8J4TvP2z5+bwnhO8/c9t60HJ38D/54dypPxnxP/nh3Kk/GfE/+eHcqT8Z8T91ReWpzRbyP4D4tXg3rfM/eZdHgcRN9D95l0eBxE30P7TM3pzQgvQ/XD3jReW99D+fmRzBTDL3P5+ZHMFMMvc/qqI0HiuP9z93bwHr9xv4P3dvAev3G/g/d28B6/cb+D8zctJ+KkX4PzNy0n4qRfg/qFyd5qOj+D+oXJ3mo6P4P6hcneajo/g/1yJeITLD+D9noy8HACX6P2ejLwcAJfo/Kbl/r6d0+z8puX+vp3T7Pym5f6+ndPs/Kbl/r6d0+z9KRR92Za77P4oN0tZH/vs/J1HrgKqo/D8nUeuAqqj8P3v+cNoS0Pw/lcRO+2w7/T/XcE0EMHz9P7U0c8vNjv0/Cya6sV+O/j8LJrqxX47+PwsmurFfjv4/h+B0FRHc/j9ZiTXfR4z/P3KK7KitAABAoODACchGAEA4F92fzqQAQMrL+BybrABATvgDQ5kVAUCkjuxvTF4BQKSO7G9MXgFApI7sb0xeAUDuD/KfsV4BQJq0B38CdwFAmrQHfwJ3AUBoDTwcoCMCQP7tECQy+wJA/u0QJDL7AkDU3dP6ngADQNTd0/qeAANA1N3T+p4AA0DU3dP6ngADQKIoLuysRQNAVhHM9mTNA0ACv6RW2/wDQAK/pFbb/ANAshJRcV8WBECyElFxXxYEQCRg0j0uOQRAJGDSPS45BEAkYNI9LjkEQCRg0j0uOQRAEhZzNfVpBEAOx1HeCnAEQF4WcV9KbAVAXhZxX0psBUBGKX8cEHAFQEYpfxwQcAVARil/HBBwBUCMw/cjiIIFQKzobZH3WQZAfs+mSAFxBkDkiulnLdQGQOQQzzfl2QZAIIGdwLeYB0Ao9i4DEREIQCj2LgMREQhAVkwDZCs3CEB8FuK2+Y4IQBbYweZfmghAjq+bd9+ACUAUY/dCRNkJQBRj90JE2QlAFGP3QkTZCUBkWY61AnIKQHAL9K69fgpAcAv0rr1+CkBGTr2Tkk0MQG6H5IljjAxAJJiZyIoFEEDQ11v56h4QQPwGVZnnnBBA/AZVmeecEEDs3rkmYoUXQA==\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2232\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2233\",\"type\":\"UnionRenderers\"}},\"id\":\"1223\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1224\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2520\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2521\",\"type\":\"UnionRenderers\"}},\"id\":\"1943\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1225\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1943\",\"type\":\"ColumnDataSource\"}},\"id\":\"1947\",\"type\":\"CDSView\"},{\"attributes\":{\"data_source\":{\"id\":\"1223\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1224\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1225\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1227\",\"type\":\"CDSView\"}},\"id\":\"1226\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1945\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1229\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1943\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1944\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1945\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1947\",\"type\":\"CDSView\"}},\"id\":\"1946\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1949\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2234\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2235\",\"type\":\"UnionRenderers\"}},\"id\":\"1228\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1228\",\"type\":\"ColumnDataSource\"}},\"id\":\"1232\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2522\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2523\",\"type\":\"UnionRenderers\"}},\"id\":\"1948\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1230\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1948\",\"type\":\"ColumnDataSource\"}},\"id\":\"1952\",\"type\":\"CDSView\"},{\"attributes\":{\"data_source\":{\"id\":\"1228\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1229\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1230\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1232\",\"type\":\"CDSView\"}},\"id\":\"1231\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1950\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1234\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1948\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1949\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1950\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1952\",\"type\":\"CDSView\"}},\"id\":\"1951\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1954\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2236\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2237\",\"type\":\"UnionRenderers\"}},\"id\":\"1233\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1233\",\"type\":\"ColumnDataSource\"}},\"id\":\"1237\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2524\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2525\",\"type\":\"UnionRenderers\"}},\"id\":\"1953\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1235\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1953\",\"type\":\"ColumnDataSource\"}},\"id\":\"1957\",\"type\":\"CDSView\"},{\"attributes\":{\"data_source\":{\"id\":\"1233\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1234\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1235\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1237\",\"type\":\"CDSView\"}},\"id\":\"1236\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1955\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1953\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1954\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1955\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1957\",\"type\":\"CDSView\"}},\"id\":\"1956\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1959\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"GIZhGIZhiD8YhmEYhmGYP5IkSZIkSaI/GIZhGIZhqD+e53me53muP5IkSZIkSbI/VVVVVVVVtT8YhmEYhmG4P9u2bdu2bbs/nud5nud5vj8xDMMwDMPAP5IkSZIkScI/9DzP8zzPwz9VVVVVVVXFP7dt27Zt28Y/GIZhGIZhyD96nud5nufJP9u2bdu2bcs/Pc/zPM/zzD+e53me53nOPwAAAAAAANA/MQzDMAzD0D9iGIZhGIbRP5IkSZIkSdI/wzAMwzAM0z/0PM/zPM/TPyVJkiRJktQ/VVVVVVVV1T+GYRiGYRjWP7dt27Zt29Y/6Hme53me1z8YhmEYhmHYP0mSJEmSJNk/ep7neZ7n2T+rqqqqqqraP9u2bdu2bds/DMMwDMMw3D89z/M8z/PcP27btm3btt0/nud5nud53j/P8zzP8zzfPwAAAAAAAOA/GIZhGIZh4D8xDMMwDMPgP0mSJEmSJOE/YhiGYRiG4T96nud5nufhP5IkSZIkSeI/q6qqqqqq4j/DMAzDMAzjP9u2bdu2beM/9DzP8zzP4z8MwzAMwzDkPyVJkiRJkuQ/Pc/zPM/z5D9VVVVVVVXlP27btm3btuU/hmEYhmEY5j+e53me53nmP7dt27Zt2+Y/z/M8z/M85z/oeZ7neZ7nPwAAAAAAAOg/GIZhGIZh6D8xDMMwDMPoP0mSJEmSJOk/YhiGYRiG6T96nud5nufpP5IkSZIkSeo/q6qqqqqq6j/DMAzDMAzrP9u2bdu2bes/9DzP8zzP6z8MwzAMwzDsPyVJkiRJkuw/Pc/zPM/z7D9VVVVVVVXtP27btm3btu0/hmEYhmEY7j+e53me53nuP7dt27Zt2+4/z/M8z/M87z/oeZ7neZ7vPwAAAAAAAPA/\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2238\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2239\",\"type\":\"UnionRenderers\"}},\"id\":\"1238\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1238\",\"type\":\"ColumnDataSource\"}},\"id\":\"1242\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1239\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1240\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2526\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2527\",\"type\":\"UnionRenderers\"}},\"id\":\"1958\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data_source\":{\"id\":\"1238\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1239\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1240\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1242\",\"type\":\"CDSView\"}},\"id\":\"1241\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1960\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1958\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1959\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1960\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1962\",\"type\":\"CDSView\"}},\"id\":\"1961\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2240\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2241\",\"type\":\"UnionRenderers\"}},\"id\":\"1243\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2154\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"2148\",\"type\":\"ColumnDataSource\"}},\"id\":\"2152\",\"type\":\"CDSView\"},{\"attributes\":{\"data_source\":{\"id\":\"2148\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"2149\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2150\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"2152\",\"type\":\"CDSView\"}},\"id\":\"2151\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2604\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2605\",\"type\":\"UnionRenderers\"}},\"id\":\"2153\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"2153\",\"type\":\"ColumnDataSource\"}},\"id\":\"2157\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2155\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"2153\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"2154\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2155\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"2157\",\"type\":\"CDSView\"}},\"id\":\"2156\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2159\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2606\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2607\",\"type\":\"UnionRenderers\"}},\"id\":\"2158\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"2158\",\"type\":\"ColumnDataSource\"}},\"id\":\"2162\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2160\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"2158\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"2159\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2160\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"2162\",\"type\":\"CDSView\"}},\"id\":\"2161\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2164\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2608\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2609\",\"type\":\"UnionRenderers\"}},\"id\":\"2163\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"2163\",\"type\":\"ColumnDataSource\"}},\"id\":\"2167\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2165\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"2163\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"2164\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2165\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"2167\",\"type\":\"CDSView\"}},\"id\":\"2166\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2169\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1840\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1838\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1839\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1840\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1842\",\"type\":\"CDSView\"}},\"id\":\"1841\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2610\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2611\",\"type\":\"UnionRenderers\"}},\"id\":\"2168\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2478\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2479\",\"type\":\"UnionRenderers\"}},\"id\":\"1838\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"2168\",\"type\":\"ColumnDataSource\"}},\"id\":\"2172\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2170\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1839\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"2168\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"2169\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2170\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"2172\",\"type\":\"CDSView\"}},\"id\":\"2171\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1833\",\"type\":\"ColumnDataSource\"}},\"id\":\"1837\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2174\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1693\",\"type\":\"ColumnDataSource\"}},\"id\":\"1697\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2612\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2613\",\"type\":\"UnionRenderers\"}},\"id\":\"2173\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"2173\",\"type\":\"ColumnDataSource\"}},\"id\":\"2177\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2175\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"2173\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"2174\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2175\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"2177\",\"type\":\"CDSView\"}},\"id\":\"2176\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2179\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1463\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1464\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1465\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1467\",\"type\":\"CDSView\"}},\"id\":\"1466\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2614\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2615\",\"type\":\"UnionRenderers\"}},\"id\":\"2178\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"2178\",\"type\":\"ColumnDataSource\"}},\"id\":\"2182\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1465\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2180\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"2178\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"2179\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2180\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"2182\",\"type\":\"CDSView\"}},\"id\":\"2181\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"axis_label\":\"Alive Sperm Millions\",\"formatter\":{\"id\":\"1182\",\"type\":\"BasicTickFormatter\"},\"ticker\":{\"id\":\"1150\",\"type\":\"BasicTicker\"}},\"id\":\"1149\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"2327\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2328\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2329\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2330\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2331\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2332\",\"type\":\"Selection\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1699\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2333\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2334\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2335\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2336\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2337\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2422\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2423\",\"type\":\"UnionRenderers\"}},\"id\":\"1698\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2478\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"1713\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1714\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1715\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1717\",\"type\":\"CDSView\"}},\"id\":\"1716\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1463\",\"type\":\"ColumnDataSource\"}},\"id\":\"1467\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1869\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1308\",\"type\":\"ColumnDataSource\"}},\"id\":\"1312\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1469\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2089\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2507\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1719\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2578\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2579\",\"type\":\"UnionRenderers\"}},\"id\":\"2088\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1310\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2490\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2491\",\"type\":\"UnionRenderers\"}},\"id\":\"1868\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2502\",\"type\":\"Selection\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"qo7mY40v4j+4sP/V+WzkPxJSSM1t9+Q/ElJIzW335D+o7IWdeAPlP6jshZ14A+U/qOyFnXgD5T+cWdwaJ7rlP7rKpCH5f+o/kaPKy7CG7D9JGm3w1NjsP1FyGGcioe0/Zv/NJtbe7T9zPwxe/yzwP4o0Vkyw9vA/ijRWTLD28D+KNFZMsPbwPw7TI/d/DPI/DtMj938M8j8kkeLNJVPyP6gwG06kMvQ/8jabeBKP9D/yNpt4Eo/0P5wmmBsXDPU/nCaYGxcM9T+cJpgbFwz1P43hFt2FJPU/jeEW3YUk9T8btLxczw72P9pNVYuTefY/eoIptLcS+D8dime64mD4Px2KZ7riYPg/SscBpayd+D+V7agbM8f4P/bi8DM5s/k/9uLwMzmz+T969yy5lRz8P17qTIsFvPw/XupMiwW8/D9e6kyLBbz8P+lZdQe8yv4/6Vl1B7zK/j/pWXUHvMr+P4oasQCxY/8/xWas56/O/z/FZqznr87/P2VO/AKF+P8/MMOVqAA3AEAmsbrK/EIAQJoQiTdUywBAmhCJN1TLAEA8kuFtx/MBQMCbhMegEgJABxG/V5YnAkAHEb9XlicCQBoHrXy4QwJAQplcgQqmAkBCmVyBCqYCQEKZXIEKpgJAQplcgQqmAkBqO7zcSQMDQH+LZITZowNA9JA/DQHfA0D0kD8NAd8DQPSQPw0B3wNA9JA/DQHfA0DbAljZYAAEQNsCWNlgAARAcq/iSfRxBEByr+JJ9HEEQHKv4kn0cQRAy6Zyz9wCBUDH/zM/IO8FQHfHeInTyAZAd8d4idPIBkB3x3iJ08gGQO7w7VIMrwdA7vDtUgyvB0BX3M6zezEIQFfczrN7MQhAj7P/9l6bC0D55eJkBJMOQPnl4mQEkw5A\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2430\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2431\",\"type\":\"UnionRenderers\"}},\"id\":\"1718\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"2088\",\"type\":\"ColumnDataSource\"}},\"id\":\"2092\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2503\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"1308\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1309\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1310\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1312\",\"type\":\"CDSView\"}},\"id\":\"1311\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2330\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2331\",\"type\":\"UnionRenderers\"}},\"id\":\"1468\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1720\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1868\",\"type\":\"ColumnDataSource\"}},\"id\":\"1872\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1314\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1870\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2090\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2505\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"2088\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"2089\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2090\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"2092\",\"type\":\"CDSView\"}},\"id\":\"2091\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1468\",\"type\":\"ColumnDataSource\"}},\"id\":\"1472\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2504\",\"type\":\"Selection\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2094\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1868\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1869\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1870\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1872\",\"type\":\"CDSView\"}},\"id\":\"1871\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1470\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1724\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1718\",\"type\":\"ColumnDataSource\"}},\"id\":\"1722\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1874\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1468\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1469\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1470\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1472\",\"type\":\"CDSView\"}},\"id\":\"1471\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"1698\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1699\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1700\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1702\",\"type\":\"CDSView\"}},\"id\":\"1701\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"4BJn2NsgyL/gEmfY2yDIv+ASZ9jbIMi/AEzHL2/IxL8ATMcvb8jEvxgpQn1+0sK/GClCfX7Swr8A3ulhG6vCv1Ak9FkEc7+/UCT0WQRzv7+AA+8K4xu1v0BhQebP2K2/UE+KMN9NsD9g5mR8InLRP7Dsq0XO5dc/BGnvJoJb2T/ov/fRM+DZP1hOa22kj9o/WE5rbaSP2j9YTmttpI/aP1hOa22kj9o/ThLD28jq5T8gOUorA3znPyp9mfWnAuk/Kn2Z9acC6T8YoVAchRnpP3I9guiOc+w/cj2C6I5z7D/cFt1HsyftPxxxeXl/Me0/HHF5eX8x7T8ccXl5fzHtP3PbetByd/A/wawMLXF78D/BrAwtcXvwP/nh3Kk/GfE/BcchZUoC9D95l0eBxE30P3mXR4HETfQ/IPO9CURm9D8g870JRGb0PyDzvQlEZvQ/XD3jReW99D9cPeNF5b30P1SUB2yNH/U/VJQHbI0f9T9UlAdsjR/1P2cvl9fQ5PU/lnyot8VT9j90uuiuq6D2P6qiNB4rj/c/M3LSfipF+D/XIl4hMsP4P9ciXiEyw/g/P4th0TMU+T8tX1NqtR75P2ejLwcAJfo/Z6MvBwAl+j8puX+vp3T7Pym5f6+ndPs/ig3S1kf++z97/nDaEtD8PwsPVuZsGP0/13BNBDB8/T+lyYGhzYj9PwsmurFfjv4/h+B0FRHc/j+tBEdMD2H/P1mJNd9HjP8/WYk130eM/z9Ep0WiE3EAQDgX3Z/OpABADtXyKNjOAEAO1fIo2M4AQA7V8ijYzgBADtXyKNjOAEAO1fIo2M4AQA7V8ijYzgBADtXyKNjOAEBGB4Ilmu8AQE74A0OZFQFA7g/yn7FeAUDuD/KfsV4BQDZfg+N1zAJANl+D43XMAkA2X4PjdcwCQP7tECQy+wJA1N3T+p4AA0B6/hIWWC8DQKIoLuysRQNAVhHM9mTNA0ACv6RW2/wDQLISUXFfFgRAshJRcV8WBECyElFxXxYEQCRg0j0uOQRAJGDSPS45BEASFnM19WkEQA7HUd4KcARADsdR3gpwBEBWgE37Kb0FQFaATfspvQVAYjKz9ORJBkBiMrP05EkGQKzobZH3WQZArOhtkfdZBkDkiulnLdQGQOQQzzfl2QZA5BDPN+XZBkAiAQGQVgQHQCIBAZBWBAdAIIGdwLeYB0Ao9i4DEREIQFZMA2QrNwhAfBbitvmOCEB8FuK2+Y4IQHwW4rb5jghAFtjB5l+aCECOr5t334AJQBRj90JE2QlAZFmOtQJyCkBkWY61AnIKQLKCPUvTDwxARk69k5JNDEBGTr2Tkk0MQG6H5IljjAxA5gAf4fd+DUAkmJnIigUQQNDXW/nqHhBA/AZVmeecEEDs3rkmYoUXQA==\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2268\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2269\",\"type\":\"UnionRenderers\"}},\"id\":\"1313\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1474\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2506\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"1718\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1719\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1720\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1722\",\"type\":\"CDSView\"}},\"id\":\"1721\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1313\",\"type\":\"ColumnDataSource\"}},\"id\":\"1317\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2580\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2581\",\"type\":\"UnionRenderers\"}},\"id\":\"2093\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1315\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"AEzHL2/IxL8ATMcvb8jEvxgpQn1+0sK/AN7pYRurwr8Ar32UxEzCv3DZ76+EYrq/gAPvCuMbtb9AYUHmz9itv1BPijDfTbA/UE+KMN9NsD9QT4ow302wPwRp7yaCW9k/WE5rbaSP2j9YTmttpI/aP+i32Id/+98/ThLD28jq5T9OEsPbyOrlP7CJfc+NXuY/IDlKKwN85z8gOUorA3znPyA5SisDfOc/Kn2Z9acC6T8qfZn1pwLpPxihUByFGek/GKFQHIUZ6T8YoVAchRnpP4BlHVsUa+k/3BbdR7Mn7T/cFt1HsyftP9wW3UezJ+0/HHF5eX8x7T8ccXl5fzHtPxxxeXl/Me0/bPn5vCeE7z9s+fm8J4TvP8GsDC1xe/A/BcchZUoC9D95l0eBxE30P3mXR4HETfQ/XD3jReW99D9UlAdsjR/1P5pF5D74p/U/Zy+X19Dk9T90uuiuq6D2P3S66K6roPY/dLrorqug9j+fmRzBTDL3P5+ZHMFMMvc/qqI0HiuP9z+qojQeK4/3P3dvAev3G/g/d28B6/cb+D8zctJ+KkX4Pz+LYdEzFPk/11AmuBfv+T/XUCa4F+/5P0pFH3Zlrvs/SkUfdmWu+z+KDdLWR/77P3v+cNoS0Pw/lcRO+2w7/T+lyYGhzYj9P6XJgaHNiP0/tTRzy82O/T8NmHw2Mfv9P4fgdBUR3P4/corsqK0AAECg4MAJyEYAQESnRaITcQBARKdFohNxAEA4F92fzqQAQMrL+BybrABAysv4HJusAEAO1fIo2M4AQE74A0OZFQFA7g/yn7FeAUCatAd/AncBQJq0B38CdwFAaA08HKAjAkA2X4PjdcwCQDZfg+N1zAJA/u0QJDL7AkD+7RAkMvsCQP7tECQy+wJA/u0QJDL7AkDU3dP6ngADQKIoLuysRQNAoigu7KxFA0CiKC7srEUDQKIoLuysRQNAVhHM9mTNA0ACv6RW2/wDQLISUXFfFgRAshJRcV8WBEAon3yf7SAEQCiffJ/tIARADsdR3gpwBEAOx1HeCnAEQF4WcV9KbAVAXhZxX0psBUBGKX8cEHAFQIzD9yOIggVAjMP3I4iCBUBWgE37Kb0FQKzobZH3WQZArOhtkfdZBkDkiulnLdQGQOSK6Wct1AZA5BDPN+XZBkAiAQGQVgQHQCIBAZBWBAdAIgEBkFYEB0AiAQGQVgQHQCCBncC3mAdAKPYuAxERCEAo9i4DEREIQFZMA2QrNwhAfBbitvmOCEB8FuK2+Y4IQBbYweZfmghAFtjB5l+aCECOr5t334AJQBRj90JE2QlAcAv0rr1+CkBwC/SuvX4KQEZOvZOSTQxARk69k5JNDEBGTr2Tkk0MQG6H5IljjAxA/AZVmeecEEDs3rkmYoUXQA==\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2492\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2493\",\"type\":\"UnionRenderers\"}},\"id\":\"1873\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2489\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"1698\",\"type\":\"ColumnDataSource\"}},\"id\":\"1702\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"2093\",\"type\":\"ColumnDataSource\"}},\"id\":\"2097\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2492\",\"type\":\"Selection\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2095\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1313\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1314\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1315\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1317\",\"type\":\"CDSView\"}},\"id\":\"1316\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2332\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2333\",\"type\":\"UnionRenderers\"}},\"id\":\"1473\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2432\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2433\",\"type\":\"UnionRenderers\"}},\"id\":\"1723\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1319\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1875\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1873\",\"type\":\"ColumnDataSource\"}},\"id\":\"1877\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2490\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"2093\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"2094\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2095\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"2097\",\"type\":\"CDSView\"}},\"id\":\"2096\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1473\",\"type\":\"ColumnDataSource\"}},\"id\":\"1477\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2493\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"1873\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1874\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1875\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1877\",\"type\":\"CDSView\"}},\"id\":\"1876\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1475\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1723\",\"type\":\"ColumnDataSource\"}},\"id\":\"1727\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2099\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1725\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1879\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1473\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1474\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1475\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1477\",\"type\":\"CDSView\"}},\"id\":\"1476\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2270\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2271\",\"type\":\"UnionRenderers\"}},\"id\":\"1318\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2491\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"1723\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1724\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1725\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1727\",\"type\":\"CDSView\"}},\"id\":\"1726\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1479\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1318\",\"type\":\"ColumnDataSource\"}},\"id\":\"1322\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1729\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2582\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2583\",\"type\":\"UnionRenderers\"}},\"id\":\"2098\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1320\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2494\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2495\",\"type\":\"UnionRenderers\"}},\"id\":\"1878\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"2098\",\"type\":\"ColumnDataSource\"}},\"id\":\"2102\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2100\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1318\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1319\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1320\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1322\",\"type\":\"CDSView\"}},\"id\":\"1321\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2334\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2335\",\"type\":\"UnionRenderers\"}},\"id\":\"1478\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1715\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1878\",\"type\":\"ColumnDataSource\"}},\"id\":\"1882\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1324\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1880\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2494\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"2098\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"2099\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2100\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"2102\",\"type\":\"CDSView\"}},\"id\":\"2101\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1478\",\"type\":\"ColumnDataSource\"}},\"id\":\"1482\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2496\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"1878\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1879\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1880\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1882\",\"type\":\"CDSView\"}},\"id\":\"1881\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1480\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"SMnNpog92T/M2jeSGg/iP8zaN5IaD+I/qo7mY40v4j+o7IWdeAPlP5xZ3BonuuU/Mkcg+Zmv6T8yRyD5ma/pP7rKpCH5f+o/FGSVbfY86z8UZJVt9jzrP5Gjysuwhuw/SRpt8NTY7D9JGm3w1NjsP1FyGGcioe0/Zv/NJtbe7T+pxtxQR3zuP6nG3FBHfO4/cz8MXv8s8D9zPwxe/yzwP4XjXkpoifA/ijRWTLD28D+KNFZMsPbwPySR4s0lU/I/JJHizSVT8j/yNpt4Eo/0P5wmmBsXDPU/jeEW3YUk9T8btLxczw72P2jCW9HxT/Y/aMJb0fFP9j/aTVWLk3n2PyMIvH1h8PY/Iwi8fWHw9j8jCLx9YfD2P3qCKbS3Evg/eoIptLcS+D96gim0txL4Px2KZ7riYPg/le2oGzPH+D+V7agbM8f4P+3L/irLzvg/VIQAyupU/D9e6kyLBbz8P17qTIsFvPw/imig467c/T/pWXUHvMr+P4oasQCxY/8/ZU78AoX4/z8ww5WoADcAQCaxusr8QgBAmhCJN1TLAECu4Tjl80kBQEzPCgHijQFAwJuEx6ASAkAaB618uEMCQBoHrXy4QwJAGgetfLhDAkAaB618uEMCQBoHrXy4QwJAQplcgQqmAkBCmVyBCqYCQH+LZITZowNAf4tkhNmjA0B/i2SE2aMDQHKv4kn0cQRAcq/iSfRxBEBhJqB+ObIFQMf/Mz8g7wVAx/8zPyDvBUDH/zM/IO8FQAQLdrg/FgZAd8d4idPIBkBPtpcpz1sHQE+2lynPWwdAqHndF7nGB0BX3M6zezEIQFfczrN7MQhAV9zOs3sxCEBX3M6zezEIQI+z//ZemwtAj7P/9l6bC0D55eJkBJMOQPnl4mQEkw5A\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2434\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2435\",\"type\":\"UnionRenderers\"}},\"id\":\"1728\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2104\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1713\",\"type\":\"ColumnDataSource\"}},\"id\":\"1717\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1884\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2495\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2497\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"1478\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1479\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1480\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1482\",\"type\":\"CDSView\"}},\"id\":\"1481\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"cUJKnmVEfz9xQkqeZUSPP9WxtzZMc5c/cUJKnmVEnz+Hae6Cv4qjP9WxtzZMc6c/I/qA6thbqz9xQkqeZUSvP2DFCSl5lrE/h2nugr+Ksz+uDdPcBX+1P9WxtzZMc7c//FWckJJnuT8j+oDq2Fu7P0qeZUQfUL0/cUJKnmVEvz9Mcxf8VZzAP2DFCSl5lsE/cxf8VZyQwj+Hae6Cv4rDP5q74K/ihMQ/rg3T3AV/xT/BX8UJKXnGP9WxtzZMc8c/6QOqY29tyD/8VZyQkmfJPxCojr21Yco/I/qA6thbyz83THMX/FXMP0qeZUQfUM0/XvBXcUJKzj9xQkqeZUTPP0JKnmVEH9A/THMX/FWc0D9WnJCSZxnRP2DFCSl5ltE/au6Cv4oT0j9zF/xVnJDSP31AdeytDdM/h2nugr+K0z+RkmcZ0QfUP5q74K/ihNQ/pORZRvQB1T+uDdPcBX/VP7g2THMX/NU/wV/FCSl51j/LiD6gOvbWP9WxtzZMc9c/39owzV3w1z/pA6pjb23YP/IsI/qA6tg//FWckJJn2T8GfxUnpOTZPxCojr21Ydo/GdEHVMfe2j8j+oDq2FvbPy0j+oDq2Ns/N0xzF/xV3D9AdeytDdPcP0qeZUQfUN0/VMfe2jDN3T9e8FdxQkreP2gZ0QdUx94/cUJKnmVE3z97a8M0d8HfP0JKnmVEH+A/x97aMM1d4D9Mcxf8VZzgP9EHVMfe2uA/VpyQkmcZ4T/bMM1d8FfhP2DFCSl5luE/5VlG9AHV4T9q7oK/ihPiP+6Cv4oTUuI/cxf8VZyQ4j/4qzghJc/iP31AdeytDeM/AtWxtzZM4z+Hae6Cv4rjPwz+Kk5IyeM/kZJnGdEH5D8VJ6TkWUbkP5q74K/ihOQ/H1Ade2vD5D+k5FlG9AHlPyl5lhF9QOU/rg3T3AV/5T8zog+ojr3lP7g2THMX/OU/PcuIPqA65j/BX8UJKXnmP0b0AdWxt+Y/y4g+oDr25j9QHXtrwzTnP9WxtzZMc+c/Wkb0AdWx5z/f2jDNXfDnP2RvbZjmLug/6QOqY29t6D9tmOYu+KvoP/IsI/qA6ug/d8FfxQkp6T/8VZyQkmfpP4Hq2Fsbpuk/Bn8VJ6Tk6T+LE1LyLCPqPxCojr21Yeo/lTzLiD6g6j8Z0QdUx97qP55lRB9QHes/I/qA6thb6z+ojr21YZrrPy0j+oDq2Os/src2THMX7D83THMX/FXsP7zgr+KElOw/QHXsrQ3T7D/FCSl5lhHtP0qeZUQfUO0/zzKiD6iO7T9Ux97aMM3tP9lbG6a5C+4/XvBXcUJK7j/jhJQ8y4juP2gZ0QdUx+4/7K0N09wF7z9xQkqeZUTvP/bWhmnugu8/e2vDNHfB7z8AAAAAAADwPw==\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2272\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2273\",\"type\":\"UnionRenderers\"}},\"id\":\"1323\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1484\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2498\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"1323\",\"type\":\"ColumnDataSource\"}},\"id\":\"1327\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"1728\",\"type\":\"ColumnDataSource\"}},\"id\":\"1732\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2584\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2585\",\"type\":\"UnionRenderers\"}},\"id\":\"2103\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1325\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2496\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2497\",\"type\":\"UnionRenderers\"}},\"id\":\"1883\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2499\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"2103\",\"type\":\"ColumnDataSource\"}},\"id\":\"2107\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2105\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1323\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1324\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1325\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1327\",\"type\":\"CDSView\"}},\"id\":\"1326\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"1728\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1729\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1730\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1732\",\"type\":\"CDSView\"}},\"id\":\"1731\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2336\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2337\",\"type\":\"UnionRenderers\"}},\"id\":\"1483\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1329\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1885\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1883\",\"type\":\"ColumnDataSource\"}},\"id\":\"1887\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2500\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"2103\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"2104\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2105\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"2107\",\"type\":\"CDSView\"}},\"id\":\"2106\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1483\",\"type\":\"ColumnDataSource\"}},\"id\":\"1487\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2501\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"1883\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1884\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1885\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1887\",\"type\":\"CDSView\"}},\"id\":\"1886\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1485\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2109\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2488\",\"type\":\"Selection\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1889\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1203\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1204\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1205\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1207\",\"type\":\"CDSView\"}},\"id\":\"1206\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"1483\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1484\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1485\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1487\",\"type\":\"CDSView\"}},\"id\":\"1486\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2274\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2275\",\"type\":\"UnionRenderers\"}},\"id\":\"1328\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1489\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2508\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"1328\",\"type\":\"ColumnDataSource\"}},\"id\":\"1332\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"UFBxr3+Ryb9QUHGvf5HJv1BQca9/kcm/AN7pYRurwr8Ar32UxEzCv1Ak9FkEc7+/UCT0WQRzv79QJPRZBHO/v1Ak9FkEc7+/UCT0WQRzv79w2e+vhGK6v3DZ76+EYrq/cNnvr4Riur9g7VJvEqSov2DtUm8SpKi/YO1SbxKkqL9QT4ow302wP3Cp1cRPKcE/sOyrRc7l1z+w7KtFzuXXP+i/99Ez4Nk/6LfYh3/73z/ot9iHf/vfP+i32Id/+98/ThLD28jq5T9OEsPbyOrlP7CJfc+NXuY/IDlKKwN85z9aGJq4mmrqP3I9guiOc+w/cj2C6I5z7D/cFt1HsyftP2z5+bwnhO8/bPn5vCeE7z9z23rQcnfwP3PbetByd/A/c9t60HJ38D/54dypPxnxPwXHIWVKAvQ/BcchZUoC9D95l0eBxE30P3mXR4HETfQ/eZdHgcRN9D8g870JRGb0P7TM3pzQgvQ/XD3jReW99D9UlAdsjR/1P1SUB2yNH/U/mkXkPvin9T+aReQ++Kf1P5pF5D74p/U/mkXkPvin9T+WfKi3xVP2P5+ZHMFMMvc/n5kcwUwy9z+oXJ3mo6P4Pz+LYdEzFPk/P4th0TMU+T8zjeKf2CH5P9dQJrgX7/k/11AmuBfv+T/XUCa4F+/5P9dQJrgX7/k/Z6MvBwAl+j97/nDaEtD8P9dwTQQwfP0/pcmBoc2I/T+lyYGhzYj9P7U0c8vNjv0/DZh8NjH7/T8NmHw2Mfv9P4fgdBUR3P4/rQRHTA9h/z+tBEdMD2H/P1mJNd9HjP8/WYk130eM/z9yiuyorQAAQA7V8ijYzgBADtXyKNjOAEBGB4Ilmu8AQE74A0OZFQFApI7sb0xeAUDuD/KfsV4BQO4P8p+xXgFAmrQHfwJ3AUCatAd/AncBQGgNPBygIwJANl+D43XMAkDU3dP6ngADQHr+EhZYLwNAev4SFlgvA0CiKC7srEUDQKIoLuysRQNAoigu7KxFA0BWEcz2ZM0DQLISUXFfFgRAshJRcV8WBECyElFxXxYEQLISUXFfFgRAEhZzNfVpBEAOx1HeCnAEQIzD9yOIggVAVoBN+ym9BUBWgE37Kb0FQJj8rcKpXgZAfs+mSAFxBkDkiulnLdQGQOQQzzfl2QZAIgEBkFYEB0AiAQGQVgQHQCIBAZBWBAdAIIGdwLeYB0BWTANkKzcIQHwW4rb5jghAFtjB5l+aCEAW2MHmX5oIQBbYweZfmghAFGP3QkTZCUBkWY61AnIKQHAL9K69fgpAcAv0rr1+CkCygj1L0w8MQLKCPUvTDwxAtKxZjP1UDEBuh+SJY4wMQG6H5IljjAxA5gAf4fd+DUAH/ePi6/oPQNDXW/nqHhBA0Ndb+eoeEED8BlWZ55wQQA==\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2428\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2429\",\"type\":\"UnionRenderers\"}},\"id\":\"1713\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"AHOI7r6U2z/M2jeSGg/iP8zaN5IaD+I/ElJIzW335D8SUkjNbffkP6jshZ14A+U/qOyFnXgD5T+o7IWdeAPlP0iPcPWyouY/4AKao92d6T+6yqQh+X/qPxRklW32POs/fBrBYbjv6z9JGm3w1NjsP/13DgBrCu0//XcOAGsK7T9RchhnIqHtP2b/zSbW3u0/YrGyZ9p88D9isbJn2nzwP4XjXkpoifA/ijRWTLD28D+KNFZMsPbwP4AKrM0KQ/E/DtMj938M8j+oMBtOpDL0P/I2m3gSj/Q/nCaYGxcM9T/GnTf/ulH1P2jCW9HxT/Y/aMJb0fFP9j9owlvR8U/2P9pNVYuTefY/2k1Vi5N59j8jCLx9YfD2PyMIvH1h8PY/HYpnuuJg+D9KxwGlrJ34P0rHAaWsnfg/SscBpayd+D9KxwGlrJ34P5XtqBszx/g/7cv+KsvO+D/24vAzObP5P/bi8DM5s/k/Y43fxQYJ/D8YGrRBMTD8PxgatEExMPw/VIQAyupU/D9UhADK6lT8P4pooOOu3P0/6Vl1B7zK/j/FZqznr87/P2VO/AKF+P8/MMOVqAA3AEAww5WoADcAQDDDlagANwBAJrG6yvxCAECAMtx1WKAAQK7hOOXzSQFAruE45fNJAUCu4Tjl80kBQEzPCgHijQFAwJuEx6ASAkAHEb9XlicCQBoHrXy4QwJAGgetfLhDAkBCmVyBCqYCQH+LZITZowNA2wJY2WAABEDbAljZYAAEQHKv4kn0cQRAYSagfjmyBUB3x3iJ08gGQHfHeInTyAZA7vDtUgyvB0Coed0XucYHQKh53Re5xgdAV9zOs3sxCEBX3M6zezEIQFfczrN7MQhA+eXiZASTDkBhreWsYHcQQGGt5axgdxBA\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2586\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2587\",\"type\":\"UnionRenderers\"}},\"id\":\"2108\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1330\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1704\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2498\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2499\",\"type\":\"UnionRenderers\"}},\"id\":\"1888\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"2108\",\"type\":\"ColumnDataSource\"}},\"id\":\"2112\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2486\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"1888\",\"type\":\"ColumnDataSource\"}},\"id\":\"1892\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2110\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1328\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1329\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1330\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1332\",\"type\":\"CDSView\"}},\"id\":\"1331\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2338\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2339\",\"type\":\"UnionRenderers\"}},\"id\":\"1488\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"cUJKnmVEfz9xQkqeZUSPP9WxtzZMc5c/cUJKnmVEnz+Hae6Cv4qjP9WxtzZMc6c/I/qA6thbqz9xQkqeZUSvP2DFCSl5lrE/h2nugr+Ksz+uDdPcBX+1P9WxtzZMc7c//FWckJJnuT8j+oDq2Fu7P0qeZUQfUL0/cUJKnmVEvz9Mcxf8VZzAP2DFCSl5lsE/cxf8VZyQwj+Hae6Cv4rDP5q74K/ihMQ/rg3T3AV/xT/BX8UJKXnGP9WxtzZMc8c/6QOqY29tyD/8VZyQkmfJPxCojr21Yco/I/qA6thbyz83THMX/FXMP0qeZUQfUM0/XvBXcUJKzj9xQkqeZUTPP0JKnmVEH9A/THMX/FWc0D9WnJCSZxnRP2DFCSl5ltE/au6Cv4oT0j9zF/xVnJDSP31AdeytDdM/h2nugr+K0z+RkmcZ0QfUP5q74K/ihNQ/pORZRvQB1T+uDdPcBX/VP7g2THMX/NU/wV/FCSl51j/LiD6gOvbWP9WxtzZMc9c/39owzV3w1z/pA6pjb23YP/IsI/qA6tg//FWckJJn2T8GfxUnpOTZPxCojr21Ydo/GdEHVMfe2j8j+oDq2FvbPy0j+oDq2Ns/N0xzF/xV3D9AdeytDdPcP0qeZUQfUN0/VMfe2jDN3T9e8FdxQkreP2gZ0QdUx94/cUJKnmVE3z97a8M0d8HfP0JKnmVEH+A/x97aMM1d4D9Mcxf8VZzgP9EHVMfe2uA/VpyQkmcZ4T/bMM1d8FfhP2DFCSl5luE/5VlG9AHV4T9q7oK/ihPiP+6Cv4oTUuI/cxf8VZyQ4j/4qzghJc/iP31AdeytDeM/AtWxtzZM4z+Hae6Cv4rjPwz+Kk5IyeM/kZJnGdEH5D8VJ6TkWUbkP5q74K/ihOQ/H1Ade2vD5D+k5FlG9AHlPyl5lhF9QOU/rg3T3AV/5T8zog+ojr3lP7g2THMX/OU/PcuIPqA65j/BX8UJKXnmP0b0AdWxt+Y/y4g+oDr25j9QHXtrwzTnP9WxtzZMc+c/Wkb0AdWx5z/f2jDNXfDnP2RvbZjmLug/6QOqY29t6D9tmOYu+KvoP/IsI/qA6ug/d8FfxQkp6T/8VZyQkmfpP4Hq2Fsbpuk/Bn8VJ6Tk6T+LE1LyLCPqPxCojr21Yeo/lTzLiD6g6j8Z0QdUx97qP55lRB9QHes/I/qA6thb6z+ojr21YZrrPy0j+oDq2Os/src2THMX7D83THMX/FXsP7zgr+KElOw/QHXsrQ3T7D/FCSl5lhHtP0qeZUQfUO0/zzKiD6iO7T9Ux97aMM3tP9lbG6a5C+4/XvBXcUJK7j/jhJQ8y4juP2gZ0QdUx+4/7K0N09wF7z9xQkqeZUTvP/bWhmnugu8/e2vDNHfB7z8AAAAAAADwPw==\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2424\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2425\",\"type\":\"UnionRenderers\"}},\"id\":\"1703\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1334\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1703\",\"type\":\"ColumnDataSource\"}},\"id\":\"1707\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1890\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"2108\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"2109\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2110\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"2112\",\"type\":\"CDSView\"}},\"id\":\"2111\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1488\",\"type\":\"ColumnDataSource\"}},\"id\":\"1492\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1709\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1888\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1889\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1890\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1892\",\"type\":\"CDSView\"}},\"id\":\"1891\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1490\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1705\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2114\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1703\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1704\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1705\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1707\",\"type\":\"CDSView\"}},\"id\":\"1706\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1894\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2483\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2485\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"1488\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1489\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1490\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1492\",\"type\":\"CDSView\"}},\"id\":\"1491\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2276\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2277\",\"type\":\"UnionRenderers\"}},\"id\":\"1333\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2482\",\"type\":\"Selection\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1494\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1333\",\"type\":\"ColumnDataSource\"}},\"id\":\"1337\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2426\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2427\",\"type\":\"UnionRenderers\"}},\"id\":\"1708\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2588\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2589\",\"type\":\"UnionRenderers\"}},\"id\":\"2113\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2484\",\"type\":\"Selection\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1335\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2500\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2501\",\"type\":\"UnionRenderers\"}},\"id\":\"1893\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1708\",\"type\":\"ColumnDataSource\"}},\"id\":\"1712\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"2113\",\"type\":\"ColumnDataSource\"}},\"id\":\"2117\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2115\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1333\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1334\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1335\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1337\",\"type\":\"CDSView\"}},\"id\":\"1336\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2340\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2341\",\"type\":\"UnionRenderers\"}},\"id\":\"1493\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1710\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1339\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1895\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1893\",\"type\":\"ColumnDataSource\"}},\"id\":\"1897\",\"type\":\"CDSView\"},{\"attributes\":{\"data_source\":{\"id\":\"2113\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"2114\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2115\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"2117\",\"type\":\"CDSView\"}},\"id\":\"2116\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1493\",\"type\":\"ColumnDataSource\"}},\"id\":\"1497\",\"type\":\"CDSView\"},{\"attributes\":{\"data_source\":{\"id\":\"1708\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1709\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1710\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1712\",\"type\":\"CDSView\"}},\"id\":\"1711\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"1893\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1894\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1895\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1897\",\"type\":\"CDSView\"}},\"id\":\"1896\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1495\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2481\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1340\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1714\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2502\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2503\",\"type\":\"UnionRenderers\"}},\"id\":\"1898\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2590\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2591\",\"type\":\"UnionRenderers\"}},\"id\":\"2118\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data_source\":{\"id\":\"1493\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1494\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1495\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1497\",\"type\":\"CDSView\"}},\"id\":\"1496\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1899\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2480\",\"type\":\"Selection\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"SMnNpog92T8Ac4juvpTbP8zaN5IaD+I/zNo3khoP4j+4sP/V+WzkP7iw/9X5bOQ/ElJIzW335D+o7IWdeAPlP5xZ3BonuuU/SI9w9bKi5j9Ij3D1sqLmP+ACmqPdnek/usqkIfl/6j+6yqQh+X/qP7rKpCH5f+o/FGSVbfY86z98GsFhuO/rP0kabfDU2Ow/UXIYZyKh7T9m/80m1t7tP2b/zSbW3u0/qcbcUEd87j9zPwxe/yzwP3M/DF7/LPA/heNeSmiJ8D+KNFZMsPbwP4o0Vkyw9vA/ijRWTLD28D+KNFZMsPbwP4o0Vkyw9vA/DtMj938M8j8kkeLNJVPyP/I2m3gSj/Q/nCaYGxcM9T+cJpgbFwz1P8adN/+6UfU/G7S8XM8O9j8btLxczw72P2jCW9HxT/Y/2k1Vi5N59j/aTVWLk3n2PyMIvH1h8PY/Iwi8fWHw9j8dime64mD4P0rHAaWsnfg/7cv+KsvO+D/24vAzObP5P3r3LLmVHPw/GBq0QTEw/D8YGrRBMTD8P1SEAMrqVPw/XupMiwW8/D+KaKDjrtz9P+lZdQe8yv4/6Vl1B7zK/j+KGrEAsWP/P8VmrOevzv8/MMOVqAA3AEAww5WoADcAQCaxusr8QgBAgDLcdVigAECaEIk3VMsAQK7hOOXzSQFAruE45fNJAUBMzwoB4o0BQIlqYKCN2wFAiWpgoI3bAUBqO7zcSQMDQHKv4kn0cQRAcq/iSfRxBEByr+JJ9HEEQMumcs/cAgVABAt2uD8WBkB3x3iJ08gGQO7w7VIMrwdA7vDtUgyvB0Coed0XucYHQKh53Re5xgdAj7P/9l6bC0CPs//2XpsLQNIoc+gW2Q9A0ihz6BbZD0DSKHPoFtkPQIDZSPCXAhBA\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2278\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2279\",\"type\":\"UnionRenderers\"}},\"id\":\"1338\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2119\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2477\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"1738\",\"type\":\"ColumnDataSource\"}},\"id\":\"1742\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2476\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2474\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2475\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2473\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2472\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2471\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2465\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2461\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2466\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2468\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2342\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2467\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2469\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2453\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2450\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2449\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2463\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2464\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2470\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2448\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2447\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2462\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2451\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2459\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2452\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2458\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2456\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2460\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2457\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2455\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2454\",\"type\":\"Selection\"},{\"attributes\":{\"callback\":null},\"id\":\"1143\",\"type\":\"DataRange1d\"},{\"attributes\":{\"axis_label\":\"ECDF\",\"formatter\":{\"id\":\"1180\",\"type\":\"BasicTickFormatter\"},\"ticker\":{\"id\":\"1155\",\"type\":\"BasicTicker\"}},\"id\":\"1154\",\"type\":\"LinearAxis\"},{\"attributes\":{\"callback\":null,\"data\":{\"Age (d)\":[14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14],\"Alive Sperm Millions\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"AliveSperm\":[671343,529238,1896892,202140,2264194,1071483,1968871,68750,3459582,1798906,2598269,1394775,1161450,545318,2661958,510809,465918,1390000,206101,590467,1433700,32177,1504174,438317,2485856,3640329,2398660,1042478,1625757,970250,783096,294470,2609829,488988,1562292,648782,716664,2121685,440482,1188283,1881829,959213,1870000,1920863,2349820,2193438,563716,922726,345157,2092801,1142366,3618797,1092574,1399562,1716090,316770,571248,293000,1186429,900160,1664653,2014402,1737078,3754376,1016412,668278,953248,698023,1244052,2379557,539265,1599635,1907126,2137981,1408528,276099,1635970,2557625,1032314,1670505,3088661,1832075,1176291,765848],\"Cage\":[7,7,7,7,7,7,7,7,7,8,8,8,8,8,8,8,8,9,9,9,9,9,9,9,10,10,10,10,10,10,10,10,11,11,11,11,11,11,11,11,11,11,12,12,12,12,12,12,16,16,16,16,16,16,17,17,17,17,17,26,26,26,26,26,26,26,26,26,26,27,27,27,27,27,27,27,27,27,28,28,28,28,28,28],\"Colony\":[9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,27,27,27,27,27,27,27,27,27,27,27,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84],\"Dead Sperm Millions\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"Environment\":[\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\"],\"Infertil\":[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],\"Quality\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"Quantity\":[787500,550000,2012500,312500,2425000,1175000,2337500,137500,3775000,1962500,2687500,1475000,1512500,587500,3100000,612500,550000,1737500,312500,612500,1462500,37500,1812500,525000,3587500,4112500,2850000,1675000,2162500,1075000,912500,625000,3450000,1325000,2387500,2925000,1250000,3162500,550000,1362500,2925000,1375000,2337500,2912500,2437500,2237500,675000,1262500,412500,2562500,2475000,4025000,1187500,1550000,1762500,562500,775000,300000,1212500,950000,2487500,2225000,2150000,3912500,1125000,862500,1325000,1062500,1425000,3700000,587500,2225000,3025000,2625000,1700000,325000,1862500,2662500,1450000,2087500,3500000,2037500,1362500,912500],\"Quantity Millions\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"Sample\":[1,10,2,3,4,5,6,7,8,1,10,4,5,6,7,8,9,1,2,3,4,6,7,8,1,2,3,4,5,6,7,8,1,10,2,3,4,5,6,7,8,9,1,2,3,4,6,7,1,2,3,4,5,6,1,2,3,4,5,1,10,2,3,4,5,6,7,8,9,1,2,3,4,5,6,7,8,9,1,3,4,6,7,8],\"Sample ID\":[\"P9-1-1\",\"P9-1-10\",\"P9-1-2\",\"P9-1-3\",\"P9-1-4\",\"P9-1-5\",\"P9-1-6\",\"P9-1-7\",\"P9-1-8\",\"P9-2-1\",\"P9-2-10\",\"P9-2-4\",\"P9-2-5\",\"P9-2-6\",\"P9-2-7\",\"P9-2-8\",\"P9-2-9\",\"P9-3-1\",\"P9-3-2\",\"P9-3-3\",\"P9-3-4\",\"P9-3-6\",\"P9-3-7\",\"P9-3-8\",\"P10-1-1\",\"P10-1-2\",\"P10-1-3\",\"P10-1-4\",\"P10-1-5\",\"P10-1-6\",\"P10-1-7\",\"P10-1-8\",\"P10-2-1\",\"P10-2-10\",\"P10-2-2\",\"P10-2-3\",\"P10-2-4\",\"P10-2-5\",\"P10-2-6\",\"P10-2-7\",\"P10-2-8\",\"P10-2-9\",\"P10-3-1\",\"P10-3-2\",\"P10-3-3\",\"P10-3-4\",\"P10-3-6\",\"P10-3-7\",\"P27-2-1\",\"P27-2-2\",\"P27-2-3\",\"P27-2-4\",\"P27-2-5\",\"P27-2-6\",\"P27-3-1\",\"P27-3-2\",\"P27-3-3\",\"P27-3-4\",\"P27-3-5\",\"P84-1-1\",\"P84-1-10\",\"P84-1-2\",\"P84-1-3\",\"P84-1-4\",\"P84-1-5\",\"P84-1-6\",\"P84-1-7\",\"P84-1-8\",\"P84-1-9\",\"P84-2-1\",\"P84-2-2\",\"P84-2-3\",\"P84-2-4\",\"P84-2-5\",\"P84-2-6\",\"P84-2-7\",\"P84-2-8\",\"P84-2-9\",\"P84-3-1\",\"P84-3-3\",\"P84-3-4\",\"P84-3-6\",\"P84-3-7\",\"P84-3-8\"],\"Specimen\":[16,19,17,21,22,23,24,25,26,33,104,34,35,36,20,101,103,99,38,98,37,39,92,93,45,44,135,64,67,46,63,156,60,87,56,55,54,53,49,89,88,57,72,73,74,75,137,136,27,28,29,30,31,32,97,102,95,96,100,138,147,139,140,141,142,143,144,145,146,118,119,120,121,122,123,124,125,126,148,150,151,153,154,155],\"Sperm Volume per 500 ul\":[787500,550000,2012500,312500,2425000,1175000,2337500,137500,3775000,1962500,2687500,1475000,1512500,587500,3100000,612500,550000,1737500,312500,612500,1462500,37500,1812500,525000,3587500,4112500,2850000,1675000,2162500,1075000,912500,625000,3450000,1325000,2387500,2925000,1250000,3162500,550000,1362500,2925000,1375000,2337500,2912500,2437500,2237500,675000,1262500,412500,2562500,2475000,4025000,1187500,1550000,1762500,562500,775000,300000,1212500,950000,2487500,2225000,2150000,3912500,1125000,862500,1325000,1062500,1425000,3700000,587500,2225000,3025000,2625000,1700000,325000,1862500,2662500,1450000,2087500,3500000,2037500,1362500,912500],\"Treatment\":[\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\"],\"TreatmentNCSS\":[2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2],\"ViabilityRaw (%)\":[\"85.25\",\"96.225240761533\",\"94.2555474050981\",\"64.6849816849817\",\"93.3688363420629\",\"91.1901154401154\",\"84.2298005331373\",\"50\",\"91.6445716674518\",\"91.6640169952838\",\"96.6798007811359\",\"94.5610812944981\",\"76.7901234567901\",\"92.8202433478271\",\"85.8696381925479\",\"83.3974358974359\",\"84.7125031830914\",\"80\",\"65.952380952381\",\"96.4028944911298\",\"98.0307692307692\",\"85.8057628645864\",\"82.98892351\",\"83.4890585\",\"69.2921732632089\",\"88.518651277272\",\"84.16351963\",\"62.2375256322625\",\"75.1795366795367\",\"90.2558852558852\",\"85.8187854451692\",\"47.11523769\",\"75.6472364126538\",\"36.9047619047619\",\"65.4363416721234\",\"22.1805903212349\",\"57.3331249910197\",\"67.0888753308092\",\"80.0878127537372\",\"87.2134857760681\",\"64.3360623353885\",\"69.760989010989\",\"80\",\"65.95238095\",\"96.40289449\",\"98.03076923\",\"83.5136233\",\"73.08722493\",\"83.6744779029035\",\"81.6703153532941\",\"46.1562090691409\",\"89.9080085911287\",\"92.0062575842632\",\"90.2943843441025\",\"97.3668128654971\",\"56.3148298863249\",\"73.70943059\",\"97.66666667\",\"97.8498168498169\",\"94.75378837\",\"66.92073161\",\"90.53494335\",\"80.79433733\",\"95.95850119\",\"90.34776335\",\"77.48158506\",\"71.94325159\",\"65.69637256\",\"87.3019119\",\"64.31235797\",\"91.78991597\",\"71.89373408\",\"63.04550956\",\"81.4469142\",\"82.85464668\",\"84.95384615\",\"87.83734442\",\"96.06106241\",\"71.19408369\",\"80.02419964\",\"88.2474712\",\"89.91779766\",\"86.33333333\",\"83.9286198\"],\"__ECDF\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"__label\":[\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\"],\"index\":[47,48,49,50,51,52,53,54,55,57,58,59,60,61,62,63,64,65,66,67,68,70,71,72,74,75,76,77,78,79,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,97,98,128,129,130,131,132,133,134,135,136,137,138,208,209,210,211,212,213,214,215,216,217,218,219,220,221,222,223,224,225,226,227,229,230,232,233,234]},\"selected\":{\"id\":\"2222\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2223\",\"type\":\"UnionRenderers\"}},\"id\":\"1187\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2224\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2225\",\"type\":\"UnionRenderers\"}},\"id\":\"1203\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"1150\",\"type\":\"BasicTicker\"},{\"attributes\":{\"ticker\":{\"id\":\"1150\",\"type\":\"BasicTicker\"}},\"id\":\"1153\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"1145\",\"type\":\"LinearScale\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2418\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2419\",\"type\":\"UnionRenderers\"}},\"id\":\"1688\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data_source\":{\"id\":\"1683\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1684\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1685\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1687\",\"type\":\"CDSView\"}},\"id\":\"1686\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1689\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1680\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1683\",\"type\":\"ColumnDataSource\"}},\"id\":\"1687\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1685\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2416\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2417\",\"type\":\"UnionRenderers\"}},\"id\":\"1683\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data_source\":{\"id\":\"1663\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1664\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1665\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1667\",\"type\":\"CDSView\"}},\"id\":\"1666\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"GIZhGIZhiD8YhmEYhmGYP5IkSZIkSaI/GIZhGIZhqD+e53me53muP5IkSZIkSbI/VVVVVVVVtT8YhmEYhmG4P9u2bdu2bbs/nud5nud5vj8xDMMwDMPAP5IkSZIkScI/9DzP8zzPwz9VVVVVVVXFP7dt27Zt28Y/GIZhGIZhyD96nud5nufJP9u2bdu2bcs/Pc/zPM/zzD+e53me53nOPwAAAAAAANA/MQzDMAzD0D9iGIZhGIbRP5IkSZIkSdI/wzAMwzAM0z/0PM/zPM/TPyVJkiRJktQ/VVVVVVVV1T+GYRiGYRjWP7dt27Zt29Y/6Hme53me1z8YhmEYhmHYP0mSJEmSJNk/ep7neZ7n2T+rqqqqqqraP9u2bdu2bds/DMMwDMMw3D89z/M8z/PcP27btm3btt0/nud5nud53j/P8zzP8zzfPwAAAAAAAOA/GIZhGIZh4D8xDMMwDMPgP0mSJEmSJOE/YhiGYRiG4T96nud5nufhP5IkSZIkSeI/q6qqqqqq4j/DMAzDMAzjP9u2bdu2beM/9DzP8zzP4z8MwzAMwzDkPyVJkiRJkuQ/Pc/zPM/z5D9VVVVVVVXlP27btm3btuU/hmEYhmEY5j+e53me53nmP7dt27Zt2+Y/z/M8z/M85z/oeZ7neZ7nPwAAAAAAAOg/GIZhGIZh6D8xDMMwDMPoP0mSJEmSJOk/YhiGYRiG6T96nud5nufpP5IkSZIkSeo/q6qqqqqq6j/DMAzDMAzrP9u2bdu2bes/9DzP8zzP6z8MwzAMwzDsPyVJkiRJkuw/Pc/zPM/z7D9VVVVVVVXtP27btm3btu0/hmEYhmEY7j+e53me53nuP7dt27Zt2+4/z/M8z/M87z/oeZ7neZ7vPwAAAAAAAPA/\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2414\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2415\",\"type\":\"UnionRenderers\"}},\"id\":\"1678\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"cUJKnmVEfz9xQkqeZUSPP9WxtzZMc5c/cUJKnmVEnz+Hae6Cv4qjP9WxtzZMc6c/I/qA6thbqz9xQkqeZUSvP2DFCSl5lrE/h2nugr+Ksz+uDdPcBX+1P9WxtzZMc7c//FWckJJnuT8j+oDq2Fu7P0qeZUQfUL0/cUJKnmVEvz9Mcxf8VZzAP2DFCSl5lsE/cxf8VZyQwj+Hae6Cv4rDP5q74K/ihMQ/rg3T3AV/xT/BX8UJKXnGP9WxtzZMc8c/6QOqY29tyD/8VZyQkmfJPxCojr21Yco/I/qA6thbyz83THMX/FXMP0qeZUQfUM0/XvBXcUJKzj9xQkqeZUTPP0JKnmVEH9A/THMX/FWc0D9WnJCSZxnRP2DFCSl5ltE/au6Cv4oT0j9zF/xVnJDSP31AdeytDdM/h2nugr+K0z+RkmcZ0QfUP5q74K/ihNQ/pORZRvQB1T+uDdPcBX/VP7g2THMX/NU/wV/FCSl51j/LiD6gOvbWP9WxtzZMc9c/39owzV3w1z/pA6pjb23YP/IsI/qA6tg//FWckJJn2T8GfxUnpOTZPxCojr21Ydo/GdEHVMfe2j8j+oDq2FvbPy0j+oDq2Ns/N0xzF/xV3D9AdeytDdPcP0qeZUQfUN0/VMfe2jDN3T9e8FdxQkreP2gZ0QdUx94/cUJKnmVE3z97a8M0d8HfP0JKnmVEH+A/x97aMM1d4D9Mcxf8VZzgP9EHVMfe2uA/VpyQkmcZ4T/bMM1d8FfhP2DFCSl5luE/5VlG9AHV4T9q7oK/ihPiP+6Cv4oTUuI/cxf8VZyQ4j/4qzghJc/iP31AdeytDeM/AtWxtzZM4z+Hae6Cv4rjPwz+Kk5IyeM/kZJnGdEH5D8VJ6TkWUbkP5q74K/ihOQ/H1Ade2vD5D+k5FlG9AHlPyl5lhF9QOU/rg3T3AV/5T8zog+ojr3lP7g2THMX/OU/PcuIPqA65j/BX8UJKXnmP0b0AdWxt+Y/y4g+oDr25j9QHXtrwzTnP9WxtzZMc+c/Wkb0AdWx5z/f2jDNXfDnP2RvbZjmLug/6QOqY29t6D9tmOYu+KvoP/IsI/qA6ug/d8FfxQkp6T/8VZyQkmfpP4Hq2Fsbpuk/Bn8VJ6Tk6T+LE1LyLCPqPxCojr21Yeo/lTzLiD6g6j8Z0QdUx97qP55lRB9QHes/I/qA6thb6z+ojr21YZrrPy0j+oDq2Os/src2THMX7D83THMX/FXsP7zgr+KElOw/QHXsrQ3T7D/FCSl5lhHtP0qeZUQfUO0/zzKiD6iO7T9Ux97aMM3tP9lbG6a5C+4/XvBXcUJK7j/jhJQ8y4juP2gZ0QdUx+4/7K0N09wF7z9xQkqeZUTvP/bWhmnugu8/e2vDNHfB7z8AAAAAAADwPw==\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2408\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2409\",\"type\":\"UnionRenderers\"}},\"id\":\"1663\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1669\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1665\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1673\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1674\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1675\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1677\",\"type\":\"CDSView\"}},\"id\":\"1676\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1668\",\"type\":\"ColumnDataSource\"}},\"id\":\"1672\",\"type\":\"CDSView\"},{\"attributes\":{\"data_source\":{\"id\":\"1678\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1679\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1680\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1682\",\"type\":\"CDSView\"}},\"id\":\"1681\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1679\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1845\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1843\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1844\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1845\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1847\",\"type\":\"CDSView\"}},\"id\":\"1846\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1670\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1668\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1669\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1670\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1672\",\"type\":\"CDSView\"}},\"id\":\"1671\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"cUJKnmVEfz9xQkqeZUSPP9WxtzZMc5c/cUJKnmVEnz+Hae6Cv4qjP9WxtzZMc6c/I/qA6thbqz9xQkqeZUSvP2DFCSl5lrE/h2nugr+Ksz+uDdPcBX+1P9WxtzZMc7c//FWckJJnuT8j+oDq2Fu7P0qeZUQfUL0/cUJKnmVEvz9Mcxf8VZzAP2DFCSl5lsE/cxf8VZyQwj+Hae6Cv4rDP5q74K/ihMQ/rg3T3AV/xT/BX8UJKXnGP9WxtzZMc8c/6QOqY29tyD/8VZyQkmfJPxCojr21Yco/I/qA6thbyz83THMX/FXMP0qeZUQfUM0/XvBXcUJKzj9xQkqeZUTPP0JKnmVEH9A/THMX/FWc0D9WnJCSZxnRP2DFCSl5ltE/au6Cv4oT0j9zF/xVnJDSP31AdeytDdM/h2nugr+K0z+RkmcZ0QfUP5q74K/ihNQ/pORZRvQB1T+uDdPcBX/VP7g2THMX/NU/wV/FCSl51j/LiD6gOvbWP9WxtzZMc9c/39owzV3w1z/pA6pjb23YP/IsI/qA6tg//FWckJJn2T8GfxUnpOTZPxCojr21Ydo/GdEHVMfe2j8j+oDq2FvbPy0j+oDq2Ns/N0xzF/xV3D9AdeytDdPcP0qeZUQfUN0/VMfe2jDN3T9e8FdxQkreP2gZ0QdUx94/cUJKnmVE3z97a8M0d8HfP0JKnmVEH+A/x97aMM1d4D9Mcxf8VZzgP9EHVMfe2uA/VpyQkmcZ4T/bMM1d8FfhP2DFCSl5luE/5VlG9AHV4T9q7oK/ihPiP+6Cv4oTUuI/cxf8VZyQ4j/4qzghJc/iP31AdeytDeM/AtWxtzZM4z+Hae6Cv4rjPwz+Kk5IyeM/kZJnGdEH5D8VJ6TkWUbkP5q74K/ihOQ/H1Ade2vD5D+k5FlG9AHlPyl5lhF9QOU/rg3T3AV/5T8zog+ojr3lP7g2THMX/OU/PcuIPqA65j/BX8UJKXnmP0b0AdWxt+Y/y4g+oDr25j9QHXtrwzTnP9WxtzZMc+c/Wkb0AdWx5z/f2jDNXfDnP2RvbZjmLug/6QOqY29t6D9tmOYu+KvoP/IsI/qA6ug/d8FfxQkp6T/8VZyQkmfpP4Hq2Fsbpuk/Bn8VJ6Tk6T+LE1LyLCPqPxCojr21Yeo/lTzLiD6g6j8Z0QdUx97qP55lRB9QHes/I/qA6thb6z+ojr21YZrrPy0j+oDq2Os/src2THMX7D83THMX/FXsP7zgr+KElOw/QHXsrQ3T7D/FCSl5lhHtP0qeZUQfUO0/zzKiD6iO7T9Ux97aMM3tP9lbG6a5C+4/XvBXcUJK7j/jhJQ8y4juP2gZ0QdUx+4/7K0N09wF7z9xQkqeZUTvP/bWhmnugu8/e2vDNHfB7z8AAAAAAADwPw==\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2480\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2481\",\"type\":\"UnionRenderers\"}},\"id\":\"1843\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1674\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"2NWSIXoMyr9QUHGvf5HJv+ASZ9jbIMi/AN7pYRurwr8Ar32UxEzCv2AKpOq9pbu/YAqk6r2lu79w2e+vhGK6v3DZ76+EYrq/QGFB5s/Yrb9g7VJvEqSov1BPijDfTbA/cKnVxE8pwT+w7KtFzuXXPwRp7yaCW9k/BGnvJoJb2T9YTmttpI/aP04Sw9vI6uU/sIl9z41e5j+wiX3PjV7mPzUulBm0heg/Kn2Z9acC6T8YoVAchRnpPxihUByFGek/WhiauJpq6j8+tt3RRE3rPz623dFETes/cj2C6I5z7D9yPYLojnPsP3I9guiOc+w/bPn5vCeE7z9s+fm8J4TvP3PbetByd/A/dUXlqc0W8j91ReWpzRbyP4D4tXg3rfM/gPi1eDet8z95l0eBxE30P3mXR4HETfQ/eZdHgcRN9D+0zN6c0IL0P1w940XlvfQ/VJQHbI0f9T9UlAdsjR/1PzNy0n4qRfg/qFyd5qOj+D/XIl4hMsP4Py1fU2q1Hvk/M43in9gh+T/XUCa4F+/5P2ejLwcAJfo/Z6MvBwAl+j9noy8HACX6P2ejLwcAJfo/Kbl/r6d0+z+KDdLWR/77PydR64CqqPw/e/5w2hLQ/D+VxE77bDv9P9dwTQQwfP0/pcmBoc2I/T+lyYGhzYj9P6XJgaHNiP0/rQRHTA9h/z+tBEdMD2H/P1mJNd9HjP8/corsqK0AAEBEp0WiE3EAQESnRaITcQBAysv4HJusAEBGB4Ilmu8AQEYHgiWa7wBATvgDQ5kVAUCatAd/AncBQGgNPBygIwJANl+D43XMAkDU3dP6ngADQFYRzPZkzQNAVhHM9mTNA0BWEcz2ZM0DQAK/pFbb/ANAshJRcV8WBEAon3yf7SAEQCRg0j0uOQRAJGDSPS45BEASFnM19WkEQBIWczX1aQRADsdR3gpwBEAOx1HeCnAEQF4WcV9KbAVARil/HBBwBUCMw/cjiIIFQFaATfspvQVAYjKz9ORJBkBiMrP05EkGQJj8rcKpXgZAmPytwqleBkCY/K3CqV4GQH7PpkgBcQZA5IrpZy3UBkDkiulnLdQGQCCBncC3mAdAIIGdwLeYB0AggZ3At5gHQFZMA2QrNwhAVkwDZCs3CEBWTANkKzcIQBbYweZfmghAFtjB5l+aCEAW2MHmX5oIQBRj90JE2QlAZFmOtQJyCkBGTr2Tkk0MQEZOvZOSTQxAbofkiWOMDEBuh+SJY4wMQG6H5IljjAxA5gAf4fd+DUDmAB/h934NQOYAH+H3fg1A5gAf4fd+DUAH/ePi6/oPQAf94+Lr+g9AB/3j4uv6D0AkmJnIigUQQCSYmciKBRBA0Ndb+eoeEEDQ11v56h4QQOzeuSZihRdA7N65JmKFF0Ds3rkmYoUXQA==\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2412\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2413\",\"type\":\"UnionRenderers\"}},\"id\":\"1673\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1844\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1838\",\"type\":\"ColumnDataSource\"}},\"id\":\"1842\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"1673\",\"type\":\"ColumnDataSource\"}},\"id\":\"1677\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1675\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1684\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1688\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1689\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1690\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1692\",\"type\":\"CDSView\"}},\"id\":\"1691\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1694\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1690\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"2NWSIXoMyr/Y1ZIhegzKv+ASZ9jbIMi/4BJn2NsgyL/gEmfY2yDIv+ASZ9jbIMi/AEzHL2/IxL8YKUJ9ftLCv1Ak9FkEc7+/YAqk6r2lu7+AA+8K4xu1v4AD7wrjG7W/YO1SbxKkqL9g7VJvEqSov1BPijDfTbA/UE+KMN9NsD9g5mR8InLRP2DmZHwictE/sOyrRc7l1z+w7KtFzuXXPwRp7yaCW9k/6L/30TPg2T/ov/fRM+DZP1hOa22kj9o/WE5rbaSP2j/ot9iHf/vfP+i32Id/+98/8E8hJFBy4z/wTyEkUHLjP/BPISRQcuM/IDlKKwN85z8qfZn1pwLpPxihUByFGek/GKFQHIUZ6T8YoVAchRnpPxihUByFGek/Prbd0URN6z8+tt3RRE3rP2z5+bwnhO8/wawMLXF78D/BrAwtcXvwP8GsDC1xe/A/dUXlqc0W8j91ReWpzRbyP4D4tXg3rfM/BcchZUoC9D95l0eBxE30P3mXR4HETfQ/IPO9CURm9D9cPeNF5b30P1SUB2yNH/U/mkXkPvin9T+WfKi3xVP2P3S66K6roPY/qqI0HiuP9z+qojQeK4/3P6qiNB4rj/c/d28B6/cb+D93bwHr9xv4P3dvAev3G/g/M3LSfipF+D8zctJ+KkX4P6hcneajo/g/qFyd5qOj+D/XIl4hMsP4Py1fU2q1Hvk/LV9TarUe+T/XUCa4F+/5P9dQJrgX7/k/Kbl/r6d0+z8puX+vp3T7P0pFH3Zlrvs/ig3S1kf++z+KDdLWR/77PydR64CqqPw/e/5w2hLQ/D97/nDaEtD8P5XETvtsO/0/lcRO+2w7/T+VxE77bDv9P9dwTQQwfP0/pcmBoc2I/T+1NHPLzY79P7U0c8vNjv0/DZh8NjH7/T+H4HQVEdz+P1mJNd9HjP8/corsqK0AAEByiuyorQAAQHKK7KitAABAcorsqK0AAEA4F92fzqQAQA7V8ijYzgBADtXyKNjOAEBGB4Ilmu8AQE74A0OZFQFANl+D43XMAkA2X4PjdcwCQNTd0/qeAANA1N3T+p4AA0DU3dP6ngADQAK/pFbb/ANAAr+kVtv8A0ACv6RW2/wDQLISUXFfFgRAKJ98n+0gBEAkYNI9LjkEQA7HUd4KcARADsdR3gpwBEAOx1HeCnAEQF4WcV9KbAVARil/HBBwBUBGKX8cEHAFQIzD9yOIggVAjMP3I4iCBUBWgE37Kb0FQFaATfspvQVA5IrpZy3UBkAggZ3At5gHQCCBncC3mAdAfBbitvmOCECOr5t334AJQBRj90JE2QlAcAv0rr1+CkCygj1L0w8MQEZOvZOSTQxA5gAf4fd+DUAH/ePi6/oPQAf94+Lr+g9A0Ndb+eoeEEDs3rkmYoUXQA==\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2420\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2421\",\"type\":\"UnionRenderers\"}},\"id\":\"1693\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1678\",\"type\":\"ColumnDataSource\"}},\"id\":\"1682\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"1663\",\"type\":\"ColumnDataSource\"}},\"id\":\"1667\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2410\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2411\",\"type\":\"UnionRenderers\"}},\"id\":\"1668\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data_source\":{\"id\":\"1763\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1764\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1765\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1767\",\"type\":\"CDSView\"}},\"id\":\"1766\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"2023\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"2024\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2025\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"2027\",\"type\":\"CDSView\"}},\"id\":\"2026\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1763\",\"type\":\"ColumnDataSource\"}},\"id\":\"1767\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"2023\",\"type\":\"ColumnDataSource\"}},\"id\":\"2027\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2448\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2449\",\"type\":\"UnionRenderers\"}},\"id\":\"1763\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data_source\":{\"id\":\"1778\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1779\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1780\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1782\",\"type\":\"CDSView\"}},\"id\":\"1781\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2025\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1765\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2029\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1758\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1759\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1760\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1762\",\"type\":\"CDSView\"}},\"id\":\"1761\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1760\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1783\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1784\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1785\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1787\",\"type\":\"CDSView\"}},\"id\":\"1786\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"SMnNpog92T8Ac4juvpTbP6qO5mONL+I/ElJIzW335D8SUkjNbffkPxJSSM1t9+Q/ElJIzW335D+o7IWdeAPlP5xZ3BonuuU/nFncGie65T9Ij3D1sqLmP+ACmqPdnek/4AKao92d6T8yRyD5ma/pPzJHIPmZr+k/usqkIfl/6j9JGm3w1NjsP/13DgBrCu0//XcOAGsK7T9RchhnIqHtP2b/zSbW3u0/Zv/NJtbe7T+pxtxQR3zuP6nG3FBHfO4/YrGyZ9p88D+F415KaInwP4AKrM0KQ/E/gAqszQpD8T8kkeLNJVPyP6gwG06kMvQ/8jabeBKP9D+N4RbdhST1P43hFt2FJPU/jeEW3YUk9T8btLxczw72P2jCW9HxT/Y/2k1Vi5N59j8jCLx9YfD2P+re7wHFRvc/eoIptLcS+D96gim0txL4P5XtqBszx/g/Y43fxQYJ/D9jjd/FBgn8P3r3LLmVHPw/GBq0QTEw/D9UhADK6lT8P1SEAMrqVPw/imig467c/T+KaKDjrtz9P4pooOOu3P0/imig467c/T/pWXUHvMr+P8VmrOevzv8/JrG6yvxCAECAMtx1WKAAQJoQiTdUywBATM8KAeKNAUBMzwoB4o0BQIlqYKCN2wFAPJLhbcfzAUAHEb9XlicCQAcRv1eWJwJABxG/V5YnAkBCmVyBCqYCQGo7vNxJAwNAf4tkhNmjA0D0kD8NAd8DQPSQPw0B3wNA2wJY2WAABEDbAljZYAAEQNsCWNlgAARA2wJY2WAABEBhJqB+ObIFQMf/Mz8g7wVAx/8zPyDvBUAEC3a4PxYGQHfHeInTyAZAqHndF7nGB0D55eJkBJMOQPnl4mQEkw5A0ihz6BbZD0BhreWsYHcQQGGt5axgdxBA\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2554\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2555\",\"type\":\"UnionRenderers\"}},\"id\":\"2028\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"2028\",\"type\":\"ColumnDataSource\"}},\"id\":\"2032\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2030\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1764\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"2028\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"2029\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2030\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"2032\",\"type\":\"CDSView\"}},\"id\":\"2031\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1784\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2034\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1769\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2556\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2557\",\"type\":\"UnionRenderers\"}},\"id\":\"2033\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"2033\",\"type\":\"ColumnDataSource\"}},\"id\":\"2037\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2035\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"AHOI7r6U2z8Ac4juvpTbPwBziO6+lNs/qo7mY40v4j+4sP/V+WzkPxJSSM1t9+Q/qOyFnXgD5T+cWdwaJ7rlP+ACmqPdnek/usqkIfl/6j+6yqQh+X/qPxRklW32POs/fBrBYbjv6z98GsFhuO/rP5Gjysuwhuw/kaPKy7CG7D9RchhnIqHtP1FyGGcioe0/Zv/NJtbe7T9m/80m1t7tP6nG3FBHfO4/YrGyZ9p88D+F415KaInwP4AKrM0KQ/E/gAqszQpD8T+ACqzNCkPxPw7TI/d/DPI/DtMj938M8j8O0yP3fwzyP/I2m3gSj/Q/jeEW3YUk9T/GnTf/ulH1Pxu0vFzPDvY/G7S8XM8O9j9owlvR8U/2PyMIvH1h8PY/eoIptLcS+D96gim0txL4P5XtqBszx/g/le2oGzPH+D+V7agbM8f4P5XtqBszx/g/7cv+KsvO+D/24vAzObP5P/bi8DM5s/k/Y43fxQYJ/D8YGrRBMTD8PxgatEExMPw/VIQAyupU/D9e6kyLBbz8P+lZdQe8yv4/ihqxALFj/z+aEIk3VMsAQJoQiTdUywBAmhCJN1TLAECJamCgjdsBQIlqYKCN2wFAiWpgoI3bAUAHEb9XlicCQBoHrXy4QwJAGgetfLhDAkB/i2SE2aMDQPSQPw0B3wNA9JA/DQHfA0D0kD8NAd8DQNsCWNlgAARAy6Zyz9wCBUDH/zM/IO8FQMf/Mz8g7wVAx/8zPyDvBUAEC3a4PxYGQHfHeInTyAZAT7aXKc9bB0Du8O1SDK8HQKh53Re5xgdAqHndF7nGB0Coed0XucYHQFfczrN7MQhAV9zOs3sxCEBX3M6zezEIQPnl4mQEkw5A0ihz6BbZD0DSKHPoFtkPQGGt5axgdxBA\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2450\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2451\",\"type\":\"UnionRenderers\"}},\"id\":\"1768\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data_source\":{\"id\":\"2033\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"2034\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2035\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"2037\",\"type\":\"CDSView\"}},\"id\":\"2036\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1768\",\"type\":\"ColumnDataSource\"}},\"id\":\"1772\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2039\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1770\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2558\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2559\",\"type\":\"UnionRenderers\"}},\"id\":\"2038\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2340\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"1768\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1769\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1770\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1772\",\"type\":\"CDSView\"}},\"id\":\"1771\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1774\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"2038\",\"type\":\"ColumnDataSource\"}},\"id\":\"2042\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2452\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2453\",\"type\":\"UnionRenderers\"}},\"id\":\"1773\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2040\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"2038\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"2039\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2040\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"2042\",\"type\":\"CDSView\"}},\"id\":\"2041\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2044\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2339\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2446\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2447\",\"type\":\"UnionRenderers\"}},\"id\":\"1758\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2560\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2561\",\"type\":\"UnionRenderers\"}},\"id\":\"2043\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2456\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2457\",\"type\":\"UnionRenderers\"}},\"id\":\"1783\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"2043\",\"type\":\"ColumnDataSource\"}},\"id\":\"2047\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2045\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"2043\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"2044\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2045\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"2047\",\"type\":\"CDSView\"}},\"id\":\"2046\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1758\",\"type\":\"ColumnDataSource\"}},\"id\":\"1762\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2049\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1773\",\"type\":\"ColumnDataSource\"}},\"id\":\"1777\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2562\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2563\",\"type\":\"UnionRenderers\"}},\"id\":\"2048\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1775\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"2048\",\"type\":\"ColumnDataSource\"}},\"id\":\"2052\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2050\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1779\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1773\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1774\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1775\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1777\",\"type\":\"CDSView\"}},\"id\":\"1776\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"2048\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"2049\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2050\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"2052\",\"type\":\"CDSView\"}},\"id\":\"2051\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2054\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1780\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1778\",\"type\":\"ColumnDataSource\"}},\"id\":\"1782\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2564\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2565\",\"type\":\"UnionRenderers\"}},\"id\":\"2053\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2454\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2455\",\"type\":\"UnionRenderers\"}},\"id\":\"1778\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data_source\":{\"id\":\"2053\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"2054\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2055\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"2057\",\"type\":\"CDSView\"}},\"id\":\"2056\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1785\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2055\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1735\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1700\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2341\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1695\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1693\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1694\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1695\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1697\",\"type\":\"CDSView\"}},\"id\":\"1696\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"1243\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1244\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1245\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1247\",\"type\":\"CDSView\"}},\"id\":\"1246\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2441\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"1558\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1559\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1560\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1562\",\"type\":\"CDSView\"}},\"id\":\"1561\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2411\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"1243\",\"type\":\"ColumnDataSource\"}},\"id\":\"1247\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2304\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2305\",\"type\":\"UnionRenderers\"}},\"id\":\"1403\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1564\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2421\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1249\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1558\",\"type\":\"ColumnDataSource\"}},\"id\":\"1562\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"1403\",\"type\":\"ColumnDataSource\"}},\"id\":\"1407\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1405\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2422\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2440\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"1403\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1404\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1405\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1407\",\"type\":\"CDSView\"}},\"id\":\"1406\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2242\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2243\",\"type\":\"UnionRenderers\"}},\"id\":\"1248\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2368\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2369\",\"type\":\"UnionRenderers\"}},\"id\":\"1563\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1409\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1248\",\"type\":\"ColumnDataSource\"}},\"id\":\"1252\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"1563\",\"type\":\"ColumnDataSource\"}},\"id\":\"1567\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2439\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1250\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1565\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2423\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"1248\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1249\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1250\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1252\",\"type\":\"CDSView\"}},\"id\":\"1251\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"1563\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1564\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1565\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1567\",\"type\":\"CDSView\"}},\"id\":\"1566\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2306\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2307\",\"type\":\"UnionRenderers\"}},\"id\":\"1408\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2425\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1254\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1569\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1408\",\"type\":\"ColumnDataSource\"}},\"id\":\"1412\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1410\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2424\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"1408\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1409\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1410\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1412\",\"type\":\"CDSView\"}},\"id\":\"1411\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2244\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2245\",\"type\":\"UnionRenderers\"}},\"id\":\"1253\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"GIZhGIZhiD8YhmEYhmGYP5IkSZIkSaI/GIZhGIZhqD+e53me53muP5IkSZIkSbI/VVVVVVVVtT8YhmEYhmG4P9u2bdu2bbs/nud5nud5vj8xDMMwDMPAP5IkSZIkScI/9DzP8zzPwz9VVVVVVVXFP7dt27Zt28Y/GIZhGIZhyD96nud5nufJP9u2bdu2bcs/Pc/zPM/zzD+e53me53nOPwAAAAAAANA/MQzDMAzD0D9iGIZhGIbRP5IkSZIkSdI/wzAMwzAM0z/0PM/zPM/TPyVJkiRJktQ/VVVVVVVV1T+GYRiGYRjWP7dt27Zt29Y/6Hme53me1z8YhmEYhmHYP0mSJEmSJNk/ep7neZ7n2T+rqqqqqqraP9u2bdu2bds/DMMwDMMw3D89z/M8z/PcP27btm3btt0/nud5nud53j/P8zzP8zzfPwAAAAAAAOA/GIZhGIZh4D8xDMMwDMPgP0mSJEmSJOE/YhiGYRiG4T96nud5nufhP5IkSZIkSeI/q6qqqqqq4j/DMAzDMAzjP9u2bdu2beM/9DzP8zzP4z8MwzAMwzDkPyVJkiRJkuQ/Pc/zPM/z5D9VVVVVVVXlP27btm3btuU/hmEYhmEY5j+e53me53nmP7dt27Zt2+Y/z/M8z/M85z/oeZ7neZ7nPwAAAAAAAOg/GIZhGIZh6D8xDMMwDMPoP0mSJEmSJOk/YhiGYRiG6T96nud5nufpP5IkSZIkSeo/q6qqqqqq6j/DMAzDMAzrP9u2bdu2bes/9DzP8zzP6z8MwzAMwzDsPyVJkiRJkuw/Pc/zPM/z7D9VVVVVVVXtP27btm3btu0/hmEYhmEY7j+e53me53nuP7dt27Zt2+4/z/M8z/M87z/oeZ7neZ7vPwAAAAAAAPA/\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2370\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2371\",\"type\":\"UnionRenderers\"}},\"id\":\"1568\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1414\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2427\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"1253\",\"type\":\"ColumnDataSource\"}},\"id\":\"1257\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"1568\",\"type\":\"ColumnDataSource\"}},\"id\":\"1572\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2426\",\"type\":\"Selection\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1255\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1570\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2428\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"1253\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1254\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1255\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1257\",\"type\":\"CDSView\"}},\"id\":\"1256\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"1568\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1569\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1570\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1572\",\"type\":\"CDSView\"}},\"id\":\"1571\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2308\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2309\",\"type\":\"UnionRenderers\"}},\"id\":\"1413\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1259\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1574\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2429\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"1413\",\"type\":\"ColumnDataSource\"}},\"id\":\"1417\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1415\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1413\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1414\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1415\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1417\",\"type\":\"CDSView\"}},\"id\":\"1416\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2246\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2247\",\"type\":\"UnionRenderers\"}},\"id\":\"1258\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2372\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2373\",\"type\":\"UnionRenderers\"}},\"id\":\"1573\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2432\",\"type\":\"Selection\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1419\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2430\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"1258\",\"type\":\"ColumnDataSource\"}},\"id\":\"1262\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"1573\",\"type\":\"ColumnDataSource\"}},\"id\":\"1577\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2431\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1260\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1575\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2433\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2434\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"1258\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1259\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1260\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1262\",\"type\":\"CDSView\"}},\"id\":\"1261\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"1573\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1574\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1575\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1577\",\"type\":\"CDSView\"}},\"id\":\"1576\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"SMnNpog92T8Ac4juvpTbP8zaN5IaD+I/uLD/1fls5D+4sP/V+WzkP7iw/9X5bOQ/uLD/1fls5D8SUkjNbffkP6jshZ14A+U/qOyFnXgD5T+cWdwaJ7rlP0iPcPWyouY/SI9w9bKi5j9Ij3D1sqLmP0iPcPWyouY/4AKao92d6T8UZJVt9jzrP3wawWG47+s/SRpt8NTY7D9RchhnIqHtP2b/zSbW3u0/qcbcUEd87j+pxtxQR3zuP3M/DF7/LPA/YrGyZ9p88D+ACqzNCkPxP4AKrM0KQ/E/qDAbTqQy9D/yNpt4Eo/0P/I2m3gSj/Q/8jabeBKP9D+N4RbdhST1P8adN/+6UfU/G7S8XM8O9j8btLxczw72Pxu0vFzPDvY/6t7vAcVG9z96gim0txL4P0rHAaWsnfg/le2oGzPH+D+V7agbM8f4P5XtqBszx/g/7cv+KsvO+D8YGrRBMTD8P1SEAMrqVPw/VIQAyupU/D9UhADK6lT8P1SEAMrqVPw/imig467c/T+KaKDjrtz9P4oasQCxY/8/ihqxALFj/z8ww5WoADcAQCaxusr8QgBAgDLcdVigAECaEIk3VMsAQJoQiTdUywBAruE45fNJAUCu4Tjl80kBQEzPCgHijQFAiWpgoI3bAUA8kuFtx/MBQMCbhMegEgJAwJuEx6ASAkDAm4THoBICQAcRv1eWJwJA9JA/DQHfA0DbAljZYAAEQNsCWNlgAARAcq/iSfRxBEByr+JJ9HEEQMumcs/cAgVAYSagfjmyBUBhJqB+ObIFQAQLdrg/FgZABAt2uD8WBkAEC3a4PxYGQO7w7VIMrwdA7vDtUgyvB0BX3M6zezEIQFfczrN7MQhAj7P/9l6bC0CA2UjwlwIQQIDZSPCXAhBA\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2310\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2311\",\"type\":\"UnionRenderers\"}},\"id\":\"1418\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1264\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1579\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1418\",\"type\":\"ColumnDataSource\"}},\"id\":\"1422\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1420\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2436\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"1418\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1419\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1420\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1422\",\"type\":\"CDSView\"}},\"id\":\"1421\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2248\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2249\",\"type\":\"UnionRenderers\"}},\"id\":\"1263\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2374\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2375\",\"type\":\"UnionRenderers\"}},\"id\":\"1578\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2435\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1424\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1263\",\"type\":\"ColumnDataSource\"}},\"id\":\"1267\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"1578\",\"type\":\"ColumnDataSource\"}},\"id\":\"1582\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1265\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1580\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2437\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"1263\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1264\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1265\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1267\",\"type\":\"CDSView\"}},\"id\":\"1266\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"1578\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1579\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1580\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1582\",\"type\":\"CDSView\"}},\"id\":\"1581\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2312\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2313\",\"type\":\"UnionRenderers\"}},\"id\":\"1423\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2438\",\"type\":\"Selection\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1269\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1584\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1423\",\"type\":\"ColumnDataSource\"}},\"id\":\"1427\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1425\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2419\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"1423\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1424\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1425\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1427\",\"type\":\"CDSView\"}},\"id\":\"1426\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"GIZhGIZhiD8YhmEYhmGYP5IkSZIkSaI/GIZhGIZhqD+e53me53muP5IkSZIkSbI/VVVVVVVVtT8YhmEYhmG4P9u2bdu2bbs/nud5nud5vj8xDMMwDMPAP5IkSZIkScI/9DzP8zzPwz9VVVVVVVXFP7dt27Zt28Y/GIZhGIZhyD96nud5nufJP9u2bdu2bcs/Pc/zPM/zzD+e53me53nOPwAAAAAAANA/MQzDMAzD0D9iGIZhGIbRP5IkSZIkSdI/wzAMwzAM0z/0PM/zPM/TPyVJkiRJktQ/VVVVVVVV1T+GYRiGYRjWP7dt27Zt29Y/6Hme53me1z8YhmEYhmHYP0mSJEmSJNk/ep7neZ7n2T+rqqqqqqraP9u2bdu2bds/DMMwDMMw3D89z/M8z/PcP27btm3btt0/nud5nud53j/P8zzP8zzfPwAAAAAAAOA/GIZhGIZh4D8xDMMwDMPgP0mSJEmSJOE/YhiGYRiG4T96nud5nufhP5IkSZIkSeI/q6qqqqqq4j/DMAzDMAzjP9u2bdu2beM/9DzP8zzP4z8MwzAMwzDkPyVJkiRJkuQ/Pc/zPM/z5D9VVVVVVVXlP27btm3btuU/hmEYhmEY5j+e53me53nmP7dt27Zt2+Y/z/M8z/M85z/oeZ7neZ7nPwAAAAAAAOg/GIZhGIZh6D8xDMMwDMPoP0mSJEmSJOk/YhiGYRiG6T96nud5nufpP5IkSZIkSeo/q6qqqqqq6j/DMAzDMAzrP9u2bdu2bes/9DzP8zzP6z8MwzAMwzDsPyVJkiRJkuw/Pc/zPM/z7D9VVVVVVVXtP27btm3btu0/hmEYhmEY7j+e53me53nuP7dt27Zt2+4/z/M8z/M87z/oeZ7neZ7vPwAAAAAAAPA/\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2250\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2251\",\"type\":\"UnionRenderers\"}},\"id\":\"1268\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2376\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2377\",\"type\":\"UnionRenderers\"}},\"id\":\"1583\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2417\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1429\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1268\",\"type\":\"ColumnDataSource\"}},\"id\":\"1272\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"1583\",\"type\":\"ColumnDataSource\"}},\"id\":\"1587\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2416\",\"type\":\"Selection\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1270\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1585\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2415\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"1268\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1269\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1270\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1272\",\"type\":\"CDSView\"}},\"id\":\"1271\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"1583\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1584\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1585\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1587\",\"type\":\"CDSView\"}},\"id\":\"1586\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"AHOI7r6U2z8Ac4juvpTbPwBziO6+lNs/qo7mY40v4j+qjuZjjS/iP6jshZ14A+U/qOyFnXgD5T8yRyD5ma/pP7rKpCH5f+o/usqkIfl/6j8UZJVt9jzrPxRklW32POs/FGSVbfY86z8UZJVt9jzrP5Gjysuwhuw/UXIYZyKh7T9RchhnIqHtP1FyGGcioe0/Zv/NJtbe7T9m/80m1t7tP3M/DF7/LPA/cz8MXv8s8D9zPwxe/yzwP2KxsmfafPA/YrGyZ9p88D8kkeLNJVPyPySR4s0lU/I/qDAbTqQy9D+oMBtOpDL0P5wmmBsXDPU/nCaYGxcM9T+N4RbdhST1Pxu0vFzPDvY/G7S8XM8O9j/aTVWLk3n2PyMIvH1h8PY/6t7vAcVG9z/q3u8BxUb3P+re7wHFRvc/eoIptLcS+D96gim0txL4P5XtqBszx/g/9uLwMzmz+T9jjd/FBgn8P1SEAMrqVPw/XupMiwW8/D9e6kyLBbz8P4pooOOu3P0/imig467c/T/FZqznr87/P2VO/AKF+P8/ZU78AoX4/z9lTvwChfj/PzDDlagANwBAgDLcdVigAECAMtx1WKAAQJoQiTdUywBAiWpgoI3bAUCJamCgjdsBQBoHrXy4QwJAQplcgQqmAkBCmVyBCqYCQH+LZITZowNA9JA/DQHfA0D0kD8NAd8DQPSQPw0B3wNA9JA/DQHfA0DbAljZYAAEQNsCWNlgAARAcq/iSfRxBEDLpnLP3AIFQMf/Mz8g7wVAx/8zPyDvBUAEC3a4PxYGQE+2lynPWwdA7vDtUgyvB0Du8O1SDK8HQPnl4mQEkw5A+eXiZASTDkD55eJkBJMOQIDZSPCXAhBAgNlI8JcCEEBhreWsYHcQQGGt5axgdxBA\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2314\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2315\",\"type\":\"UnionRenderers\"}},\"id\":\"1428\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2418\",\"type\":\"Selection\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1274\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1589\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1428\",\"type\":\"ColumnDataSource\"}},\"id\":\"1432\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1430\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1428\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1429\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1430\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1432\",\"type\":\"CDSView\"}},\"id\":\"1431\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"UFBxr3+Ryb9QUHGvf5HJv1BQca9/kcm/AEzHL2/IxL8A3ulhG6vCvwDe6WEbq8K/AN7pYRurwr8Ar32UxEzCvwCvfZTETMK/UCT0WQRzv79w2e+vhGK6v2DtUm8SpKi/YO1SbxKkqL9QT4ow302wP1BPijDfTbA/UE+KMN9NsD9wqdXETynBP2DmZHwictE/YOZkfCJy0T+w7KtFzuXXP7Dsq0XO5dc/sOyrRc7l1z8Eae8mglvZP+i/99Ez4Nk/WE5rbaSP2j9YTmttpI/aP/BPISRQcuM/ThLD28jq5T9OEsPbyOrlP7CJfc+NXuY/NS6UGbSF6D8YoVAchRnpPz623dFETes/cj2C6I5z7D9yPYLojnPsP3I9guiOc+w/HHF5eX8x7T/SgPJEVcHtP2z5+bwnhO8/bPn5vCeE7z9s+fm8J4TvP3PbetByd/A/wawMLXF78D91ReWpzRbyP3VF5anNFvI/IPO9CURm9D+0zN6c0IL0P7TM3pzQgvQ/XD3jReW99D+aReQ++Kf1P5Z8qLfFU/Y/dLrorqug9j90uuiuq6D2P6hcneajo/g/qFyd5qOj+D+oXJ3mo6P4Pz+LYdEzFPk/P4th0TMU+T8/i2HRMxT5Py1fU2q1Hvk/M43in9gh+T8zjeKf2CH5PzON4p/YIfk/11AmuBfv+T9noy8HACX6Pym5f6+ndPs/Kbl/r6d0+z9KRR92Za77P0pFH3Zlrvs/ig3S1kf++z+KDdLWR/77PydR64CqqPw/J1HrgKqo/D97/nDaEtD8PwsPVuZsGP0/13BNBDB8/T+lyYGhzYj9P7U0c8vNjv0/Cya6sV+O/j+H4HQVEdz+P1mJNd9HjP8/RgeCJZrvAEBGB4Ilmu8AQE74A0OZFQFATvgDQ5kVAUBO+ANDmRUBQE74A0OZFQFATvgDQ5kVAUDuD/KfsV4BQP7tECQy+wJA1N3T+p4AA0B6/hIWWC8DQKIoLuysRQNAoigu7KxFA0CiKC7srEUDQFYRzPZkzQNAAr+kVtv8A0ACv6RW2/wDQLISUXFfFgRAEhZzNfVpBEAOx1HeCnAEQF4WcV9KbAVAXhZxX0psBUBWgE37Kb0FQFaATfspvQVAmPytwqleBkAiAQGQVgQHQCIBAZBWBAdAKPYuAxERCEAo9i4DEREIQFZMA2QrNwhAfBbitvmOCEB8FuK2+Y4IQI6vm3ffgAlAFGP3QkTZCUBkWY61AnIKQGRZjrUCcgpAZFmOtQJyCkCygj1L0w8MQLKCPUvTDwxARk69k5JNDEC0rFmM/VQMQG6H5IljjAxAbofkiWOMDEDmAB/h934NQAf94+Lr+g9AB/3j4uv6D0AkmJnIigUQQCSYmciKBRBAJJiZyIoFEEDs3rkmYoUXQA==\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"cUJKnmVEfz9xQkqeZUSPP9WxtzZMc5c/cUJKnmVEnz+Hae6Cv4qjP9WxtzZMc6c/I/qA6thbqz9xQkqeZUSvP2DFCSl5lrE/h2nugr+Ksz+uDdPcBX+1P9WxtzZMc7c//FWckJJnuT8j+oDq2Fu7P0qeZUQfUL0/cUJKnmVEvz9Mcxf8VZzAP2DFCSl5lsE/cxf8VZyQwj+Hae6Cv4rDP5q74K/ihMQ/rg3T3AV/xT/BX8UJKXnGP9WxtzZMc8c/6QOqY29tyD/8VZyQkmfJPxCojr21Yco/I/qA6thbyz83THMX/FXMP0qeZUQfUM0/XvBXcUJKzj9xQkqeZUTPP0JKnmVEH9A/THMX/FWc0D9WnJCSZxnRP2DFCSl5ltE/au6Cv4oT0j9zF/xVnJDSP31AdeytDdM/h2nugr+K0z+RkmcZ0QfUP5q74K/ihNQ/pORZRvQB1T+uDdPcBX/VP7g2THMX/NU/wV/FCSl51j/LiD6gOvbWP9WxtzZMc9c/39owzV3w1z/pA6pjb23YP/IsI/qA6tg//FWckJJn2T8GfxUnpOTZPxCojr21Ydo/GdEHVMfe2j8j+oDq2FvbPy0j+oDq2Ns/N0xzF/xV3D9AdeytDdPcP0qeZUQfUN0/VMfe2jDN3T9e8FdxQkreP2gZ0QdUx94/cUJKnmVE3z97a8M0d8HfP0JKnmVEH+A/x97aMM1d4D9Mcxf8VZzgP9EHVMfe2uA/VpyQkmcZ4T/bMM1d8FfhP2DFCSl5luE/5VlG9AHV4T9q7oK/ihPiP+6Cv4oTUuI/cxf8VZyQ4j/4qzghJc/iP31AdeytDeM/AtWxtzZM4z+Hae6Cv4rjPwz+Kk5IyeM/kZJnGdEH5D8VJ6TkWUbkP5q74K/ihOQ/H1Ade2vD5D+k5FlG9AHlPyl5lhF9QOU/rg3T3AV/5T8zog+ojr3lP7g2THMX/OU/PcuIPqA65j/BX8UJKXnmP0b0AdWxt+Y/y4g+oDr25j9QHXtrwzTnP9WxtzZMc+c/Wkb0AdWx5z/f2jDNXfDnP2RvbZjmLug/6QOqY29t6D9tmOYu+KvoP/IsI/qA6ug/d8FfxQkp6T/8VZyQkmfpP4Hq2Fsbpuk/Bn8VJ6Tk6T+LE1LyLCPqPxCojr21Yeo/lTzLiD6g6j8Z0QdUx97qP55lRB9QHes/I/qA6thb6z+ojr21YZrrPy0j+oDq2Os/src2THMX7D83THMX/FXsP7zgr+KElOw/QHXsrQ3T7D/FCSl5lhHtP0qeZUQfUO0/zzKiD6iO7T9Ux97aMM3tP9lbG6a5C+4/XvBXcUJK7j/jhJQ8y4juP2gZ0QdUx+4/7K0N09wF7z9xQkqeZUTvP/bWhmnugu8/e2vDNHfB7z8AAAAAAADwPw==\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2252\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2253\",\"type\":\"UnionRenderers\"}},\"id\":\"1273\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2378\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2379\",\"type\":\"UnionRenderers\"}},\"id\":\"1588\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2414\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2420\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"1273\",\"type\":\"ColumnDataSource\"}},\"id\":\"1277\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"1588\",\"type\":\"ColumnDataSource\"}},\"id\":\"1592\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1275\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1590\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2413\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"cUJKnmVEfz9xQkqeZUSPP9WxtzZMc5c/cUJKnmVEnz+Hae6Cv4qjP9WxtzZMc6c/I/qA6thbqz9xQkqeZUSvP2DFCSl5lrE/h2nugr+Ksz+uDdPcBX+1P9WxtzZMc7c//FWckJJnuT8j+oDq2Fu7P0qeZUQfUL0/cUJKnmVEvz9Mcxf8VZzAP2DFCSl5lsE/cxf8VZyQwj+Hae6Cv4rDP5q74K/ihMQ/rg3T3AV/xT/BX8UJKXnGP9WxtzZMc8c/6QOqY29tyD/8VZyQkmfJPxCojr21Yco/I/qA6thbyz83THMX/FXMP0qeZUQfUM0/XvBXcUJKzj9xQkqeZUTPP0JKnmVEH9A/THMX/FWc0D9WnJCSZxnRP2DFCSl5ltE/au6Cv4oT0j9zF/xVnJDSP31AdeytDdM/h2nugr+K0z+RkmcZ0QfUP5q74K/ihNQ/pORZRvQB1T+uDdPcBX/VP7g2THMX/NU/wV/FCSl51j/LiD6gOvbWP9WxtzZMc9c/39owzV3w1z/pA6pjb23YP/IsI/qA6tg//FWckJJn2T8GfxUnpOTZPxCojr21Ydo/GdEHVMfe2j8j+oDq2FvbPy0j+oDq2Ns/N0xzF/xV3D9AdeytDdPcP0qeZUQfUN0/VMfe2jDN3T9e8FdxQkreP2gZ0QdUx94/cUJKnmVE3z97a8M0d8HfP0JKnmVEH+A/x97aMM1d4D9Mcxf8VZzgP9EHVMfe2uA/VpyQkmcZ4T/bMM1d8FfhP2DFCSl5luE/5VlG9AHV4T9q7oK/ihPiP+6Cv4oTUuI/cxf8VZyQ4j/4qzghJc/iP31AdeytDeM/AtWxtzZM4z+Hae6Cv4rjPwz+Kk5IyeM/kZJnGdEH5D8VJ6TkWUbkP5q74K/ihOQ/H1Ade2vD5D+k5FlG9AHlPyl5lhF9QOU/rg3T3AV/5T8zog+ojr3lP7g2THMX/OU/PcuIPqA65j/BX8UJKXnmP0b0AdWxt+Y/y4g+oDr25j9QHXtrwzTnP9WxtzZMc+c/Wkb0AdWx5z/f2jDNXfDnP2RvbZjmLug/6QOqY29t6D9tmOYu+KvoP/IsI/qA6ug/d8FfxQkp6T/8VZyQkmfpP4Hq2Fsbpuk/Bn8VJ6Tk6T+LE1LyLCPqPxCojr21Yeo/lTzLiD6g6j8Z0QdUx97qP55lRB9QHes/I/qA6thb6z+ojr21YZrrPy0j+oDq2Os/src2THMX7D83THMX/FXsP7zgr+KElOw/QHXsrQ3T7D/FCSl5lhHtP0qeZUQfUO0/zzKiD6iO7T9Ux97aMM3tP9lbG6a5C+4/XvBXcUJK7j/jhJQ8y4juP2gZ0QdUx+4/7K0N09wF7z9xQkqeZUTvP/bWhmnugu8/e2vDNHfB7z8AAAAAAADwPw==\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2316\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2317\",\"type\":\"UnionRenderers\"}},\"id\":\"1433\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data_source\":{\"id\":\"1273\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1274\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1275\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1277\",\"type\":\"CDSView\"}},\"id\":\"1276\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"1588\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1589\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1590\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1592\",\"type\":\"CDSView\"}},\"id\":\"1591\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1434\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2412\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"1958\",\"type\":\"ColumnDataSource\"}},\"id\":\"1962\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1964\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"cUJKnmVEfz9xQkqeZUSPP9WxtzZMc5c/cUJKnmVEnz+Hae6Cv4qjP9WxtzZMc6c/I/qA6thbqz9xQkqeZUSvP2DFCSl5lrE/h2nugr+Ksz+uDdPcBX+1P9WxtzZMc7c//FWckJJnuT8j+oDq2Fu7P0qeZUQfUL0/cUJKnmVEvz9Mcxf8VZzAP2DFCSl5lsE/cxf8VZyQwj+Hae6Cv4rDP5q74K/ihMQ/rg3T3AV/xT/BX8UJKXnGP9WxtzZMc8c/6QOqY29tyD/8VZyQkmfJPxCojr21Yco/I/qA6thbyz83THMX/FXMP0qeZUQfUM0/XvBXcUJKzj9xQkqeZUTPP0JKnmVEH9A/THMX/FWc0D9WnJCSZxnRP2DFCSl5ltE/au6Cv4oT0j9zF/xVnJDSP31AdeytDdM/h2nugr+K0z+RkmcZ0QfUP5q74K/ihNQ/pORZRvQB1T+uDdPcBX/VP7g2THMX/NU/wV/FCSl51j/LiD6gOvbWP9WxtzZMc9c/39owzV3w1z/pA6pjb23YP/IsI/qA6tg//FWckJJn2T8GfxUnpOTZPxCojr21Ydo/GdEHVMfe2j8j+oDq2FvbPy0j+oDq2Ns/N0xzF/xV3D9AdeytDdPcP0qeZUQfUN0/VMfe2jDN3T9e8FdxQkreP2gZ0QdUx94/cUJKnmVE3z97a8M0d8HfP0JKnmVEH+A/x97aMM1d4D9Mcxf8VZzgP9EHVMfe2uA/VpyQkmcZ4T/bMM1d8FfhP2DFCSl5luE/5VlG9AHV4T9q7oK/ihPiP+6Cv4oTUuI/cxf8VZyQ4j/4qzghJc/iP31AdeytDeM/AtWxtzZM4z+Hae6Cv4rjPwz+Kk5IyeM/kZJnGdEH5D8VJ6TkWUbkP5q74K/ihOQ/H1Ade2vD5D+k5FlG9AHlPyl5lhF9QOU/rg3T3AV/5T8zog+ojr3lP7g2THMX/OU/PcuIPqA65j/BX8UJKXnmP0b0AdWxt+Y/y4g+oDr25j9QHXtrwzTnP9WxtzZMc+c/Wkb0AdWx5z/f2jDNXfDnP2RvbZjmLug/6QOqY29t6D9tmOYu+KvoP/IsI/qA6ug/d8FfxQkp6T/8VZyQkmfpP4Hq2Fsbpuk/Bn8VJ6Tk6T+LE1LyLCPqPxCojr21Yeo/lTzLiD6g6j8Z0QdUx97qP55lRB9QHes/I/qA6thb6z+ojr21YZrrPy0j+oDq2Os/src2THMX7D83THMX/FXsP7zgr+KElOw/QHXsrQ3T7D/FCSl5lhHtP0qeZUQfUO0/zzKiD6iO7T9Ux97aMM3tP9lbG6a5C+4/XvBXcUJK7j/jhJQ8y4juP2gZ0QdUx+4/7K0N09wF7z9xQkqeZUTvP/bWhmnugu8/e2vDNHfB7z8AAAAAAADwPw==\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2528\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2529\",\"type\":\"UnionRenderers\"}},\"id\":\"1963\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1963\",\"type\":\"ColumnDataSource\"}},\"id\":\"1967\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1965\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1963\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1964\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1965\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1967\",\"type\":\"CDSView\"}},\"id\":\"1966\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1969\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2530\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2531\",\"type\":\"UnionRenderers\"}},\"id\":\"1968\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1733\",\"type\":\"ColumnDataSource\"}},\"id\":\"1737\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"1968\",\"type\":\"ColumnDataSource\"}},\"id\":\"1972\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1970\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1968\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1969\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1970\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1972\",\"type\":\"CDSView\"}},\"id\":\"1971\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1974\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2532\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2533\",\"type\":\"UnionRenderers\"}},\"id\":\"1973\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1973\",\"type\":\"ColumnDataSource\"}},\"id\":\"1977\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1975\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1973\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1974\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1975\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1977\",\"type\":\"CDSView\"}},\"id\":\"1976\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1979\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"SMnNpog92T9Iyc2miD3ZPwBziO6+lNs/uLD/1fls5D+4sP/V+WzkP7iw/9X5bOQ/ElJIzW335D+cWdwaJ7rlP0iPcPWyouY/Mkcg+Zmv6T8yRyD5ma/pP3wawWG47+s/kaPKy7CG7D9RchhnIqHtP1FyGGcioe0/Zv/NJtbe7T9m/80m1t7tP6nG3FBHfO4/cz8MXv8s8D+F415KaInwP4o0Vkyw9vA/ijRWTLD28D+ACqzNCkPxP4AKrM0KQ/E/gAqszQpD8T+ACqzNCkPxP4AKrM0KQ/E/JJHizSVT8j+oMBtOpDL0P5wmmBsXDPU/nCaYGxcM9T/GnTf/ulH1P8adN/+6UfU/G7S8XM8O9j8btLxczw72P2jCW9HxT/Y/2k1Vi5N59j/q3u8BxUb3Px2KZ7riYPg/SscBpayd+D9KxwGlrJ34P5XtqBszx/g/evcsuZUc/D9UhADK6lT8P17qTIsFvPw/XupMiwW8/D9e6kyLBbz8P17qTIsFvPw/imig467c/T/pWXUHvMr+P8VmrOevzv8/MMOVqAA3AEAmsbrK/EIAQCaxusr8QgBATM8KAeKNAUA8kuFtx/MBQMCbhMegEgJAwJuEx6ASAkAHEb9XlicCQBoHrXy4QwJAGgetfLhDAkBqO7zcSQMDQH+LZITZowNA9JA/DQHfA0DbAljZYAAEQNsCWNlgAARAcq/iSfRxBEByr+JJ9HEEQHKv4kn0cQRAcq/iSfRxBEDLpnLP3AIFQAQLdrg/FgZAd8d4idPIBkB3x3iJ08gGQE+2lynPWwdAT7aXKc9bB0BPtpcpz1sHQO7w7VIMrwdAj7P/9l6bC0CPs//2XpsLQI+z//ZemwtA+eXiZASTDkCA2UjwlwIQQGGt5axgdxBA\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2534\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2535\",\"type\":\"UnionRenderers\"}},\"id\":\"1978\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1978\",\"type\":\"ColumnDataSource\"}},\"id\":\"1982\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1980\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1978\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1979\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1980\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1982\",\"type\":\"CDSView\"}},\"id\":\"1981\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1984\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2536\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2537\",\"type\":\"UnionRenderers\"}},\"id\":\"1983\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1983\",\"type\":\"ColumnDataSource\"}},\"id\":\"1987\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1985\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1983\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1984\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1985\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1987\",\"type\":\"CDSView\"}},\"id\":\"1986\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1989\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2538\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2539\",\"type\":\"UnionRenderers\"}},\"id\":\"1988\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1988\",\"type\":\"ColumnDataSource\"}},\"id\":\"1992\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1990\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1988\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1989\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1990\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1992\",\"type\":\"CDSView\"}},\"id\":\"1991\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1994\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null},\"id\":\"1141\",\"type\":\"DataRange1d\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1204\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2184\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2616\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2617\",\"type\":\"UnionRenderers\"}},\"id\":\"2183\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"2183\",\"type\":\"ColumnDataSource\"}},\"id\":\"2187\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2185\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"2183\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"2184\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2185\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"2187\",\"type\":\"CDSView\"}},\"id\":\"2186\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2189\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2618\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2619\",\"type\":\"UnionRenderers\"}},\"id\":\"2188\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"2188\",\"type\":\"ColumnDataSource\"}},\"id\":\"2192\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2190\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"2188\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"2189\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2190\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"2192\",\"type\":\"CDSView\"}},\"id\":\"2191\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2194\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2620\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2621\",\"type\":\"UnionRenderers\"}},\"id\":\"2193\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"2193\",\"type\":\"ColumnDataSource\"}},\"id\":\"2197\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2195\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"2193\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"2194\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2195\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"2197\",\"type\":\"CDSView\"}},\"id\":\"2196\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2199\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2622\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2623\",\"type\":\"UnionRenderers\"}},\"id\":\"2198\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"2198\",\"type\":\"ColumnDataSource\"}},\"id\":\"2202\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2200\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"2198\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"2199\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2200\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"2202\",\"type\":\"CDSView\"}},\"id\":\"2201\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2223\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2222\",\"type\":\"Selection\"},{\"attributes\":{\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"Alive Sperm Millions\"},\"y\":{\"field\":\"__ECDF\"}},\"id\":\"1189\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2225\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2224\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2226\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2227\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2228\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2229\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2230\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2231\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2232\",\"type\":\"Selection\"},{\"attributes\":{\"text\":\"\"},\"id\":\"1178\",\"type\":\"Title\"},{\"attributes\":{},\"id\":\"2578\",\"type\":\"Selection\"},{\"attributes\":{\"bottom_units\":\"screen\",\"fill_alpha\":{\"value\":0.5},\"fill_color\":{\"value\":\"lightgrey\"},\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":{\"value\":1.0},\"line_color\":{\"value\":\"black\"},\"line_dash\":[4,4],\"line_width\":{\"value\":2},\"render_mode\":\"css\",\"right_units\":\"screen\",\"top_units\":\"screen\"},\"id\":\"1184\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"2592\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2572\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"1180\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"2595\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"1182\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"2591\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"UFBxr3+Ryb9QUHGvf5HJv+ASZ9jbIMi/AEzHL2/IxL8A3ulhG6vCvwDe6WEbq8K/AK99lMRMwr9QJPRZBHO/v1Ak9FkEc7+/YAqk6r2lu79w2e+vhGK6v4AD7wrjG7W/gAPvCuMbtb9QT4ow302wP2DmZHwictE/sOyrRc7l1z8Eae8mglvZP+i/99Ez4Nk/6L/30TPg2T9YTmttpI/aP+i32Id/+98/8E8hJFBy4z9OEsPbyOrlP04Sw9vI6uU/ThLD28jq5T+wiX3PjV7mPz623dFETes/cj2C6I5z7D/SgPJEVcHtP9KA8kRVwe0/c9t60HJ38D/BrAwtcXvwP/nh3Kk/GfE/+eHcqT8Z8T91ReWpzRbyP1w940XlvfQ/mkXkPvin9T+aReQ++Kf1P2cvl9fQ5PU/lnyot8VT9j+WfKi3xVP2P5Z8qLfFU/Y/dLrorqug9j+fmRzBTDL3P5+ZHMFMMvc/qqI0HiuP9z+qojQeK4/3P3dvAev3G/g/M3LSfipF+D8zctJ+KkX4P6hcneajo/g/P4th0TMU+T8tX1NqtR75PzON4p/YIfk/11AmuBfv+T/XUCa4F+/5P2ejLwcAJfo/Z6MvBwAl+j9noy8HACX6P0pFH3Zlrvs/SkUfdmWu+z8nUeuAqqj8P3v+cNoS0Pw/Cw9W5mwY/T8LD1bmbBj9PwsPVuZsGP0/lcRO+2w7/T+VxE77bDv9P6XJgaHNiP0/WYk130eM/z9ZiTXfR4z/P6DgwAnIRgBARKdFohNxAEA4F92fzqQAQDgX3Z/OpABAysv4HJusAEAO1fIo2M4AQEYHgiWa7wBATvgDQ5kVAUCkjuxvTF4BQO4P8p+xXgFAmrQHfwJ3AUBoDTwcoCMCQGgNPBygIwJANl+D43XMAkD+7RAkMvsCQP7tECQy+wJA1N3T+p4AA0DU3dP6ngADQKIoLuysRQNAoigu7KxFA0BWEcz2ZM0DQAK/pFbb/ANAAr+kVtv8A0CyElFxXxYEQLISUXFfFgRAJGDSPS45BEAkYNI9LjkEQBIWczX1aQRAEhZzNfVpBEAOx1HeCnAEQA7HUd4KcARARil/HBBwBUCMw/cjiIIFQIzD9yOIggVAYjKz9ORJBkBiMrP05EkGQGIys/TkSQZArOhtkfdZBkB+z6ZIAXEGQOQQzzfl2QZAIgEBkFYEB0BWTANkKzcIQHwW4rb5jghAfBbitvmOCEB8FuK2+Y4IQI6vm3ffgAlAjq+bd9+ACUCOr5t334AJQGRZjrUCcgpAsoI9S9MPDEBGTr2Tkk0MQLSsWYz9VAxAbofkiWOMDEAH/ePi6/oPQAf94+Lr+g9AJJiZyIoFEEAkmJnIigUQQNDXW/nqHhBA0Ndb+eoeEED8BlWZ55wQQA==\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2440\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2441\",\"type\":\"UnionRenderers\"}},\"id\":\"1743\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2579\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2590\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2623\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2582\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2588\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2587\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2589\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2621\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"1200\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"label\":{\"value\":\"Pesticide\"},\"renderers\":[{\"id\":\"1191\",\"type\":\"GlyphRenderer\"}]},\"id\":\"1202\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"1199\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2581\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2596\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2622\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2586\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"1187\",\"type\":\"ColumnDataSource\"}},\"id\":\"1192\",\"type\":\"CDSView\"},{\"attributes\":{\"data_source\":{\"id\":\"1187\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1189\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1190\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1192\",\"type\":\"CDSView\"}},\"id\":\"1191\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2598\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"1733\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1734\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1735\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1737\",\"type\":\"CDSView\"}},\"id\":\"1736\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"Alive Sperm Millions\"},\"y\":{\"field\":\"__ECDF\"}},\"id\":\"1190\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2585\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2593\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2584\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2580\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2583\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2599\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2577\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2576\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2575\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2343\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2573\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2574\",\"type\":\"Selection\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1744\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2594\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2597\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2570\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2571\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2620\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"1748\",\"type\":\"ColumnDataSource\"}},\"id\":\"1752\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1750\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2444\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2445\",\"type\":\"UnionRenderers\"}},\"id\":\"1753\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data_source\":{\"id\":\"1208\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1209\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1210\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1212\",\"type\":\"CDSView\"}},\"id\":\"1211\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"1748\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1749\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1750\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1752\",\"type\":\"CDSView\"}},\"id\":\"1751\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"1743\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1744\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1745\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1747\",\"type\":\"CDSView\"}},\"id\":\"1746\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1743\",\"type\":\"ColumnDataSource\"}},\"id\":\"1747\",\"type\":\"CDSView\"},{\"attributes\":{\"data_source\":{\"id\":\"1753\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1754\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1755\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1757\",\"type\":\"CDSView\"}},\"id\":\"1756\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2445\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1759\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2442\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2443\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2444\",\"type\":\"Selection\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1244\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1745\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1754\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2446\",\"type\":\"Selection\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1755\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1753\",\"type\":\"ColumnDataSource\"}},\"id\":\"1757\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1749\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1210\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2442\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2443\",\"type\":\"UnionRenderers\"}},\"id\":\"1748\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1338\",\"type\":\"ColumnDataSource\"}},\"id\":\"1342\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2233\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"1338\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1339\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1340\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1342\",\"type\":\"CDSView\"}},\"id\":\"1341\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1499\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2342\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2343\",\"type\":\"UnionRenderers\"}},\"id\":\"1498\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2234\",\"type\":\"Selection\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1344\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1498\",\"type\":\"ColumnDataSource\"}},\"id\":\"1502\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2235\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1500\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2236\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"1498\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1499\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1500\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1502\",\"type\":\"CDSView\"}},\"id\":\"1501\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"2NWSIXoMyr8YKUJ9ftLCvwCvfZTETMK/UCT0WQRzv79w2e+vhGK6v4AD7wrjG7W/QGFB5s/Yrb9AYUHmz9itv0BhQebP2K2/QGFB5s/Yrb9QT4ow302wP1BPijDfTbA/YOZkfCJy0T+w7KtFzuXXP/BPISRQcuM/8E8hJFBy4z9OEsPbyOrlP7CJfc+NXuY/sIl9z41e5j8gOUorA3znPzUulBm0heg/Kn2Z9acC6T8qfZn1pwLpP1oYmriaauo/WhiauJpq6j8+tt3RRE3rPz623dFETes/Prbd0URN6z9yPYLojnPsP3I9guiOc+w/3BbdR7Mn7T/cFt1HsyftP9wW3UezJ+0/0oDyRFXB7T9s+fm8J4TvP2z5+bwnhO8/c9t60HJ38D91ReWpzRbyP4D4tXg3rfM/BcchZUoC9D95l0eBxE30P3mXR4HETfQ/IPO9CURm9D8g870JRGb0P1w940XlvfQ/XD3jReW99D9UlAdsjR/1P1SUB2yNH/U/mkXkPvin9T90uuiuq6D2P3S66K6roPY/qqI0HiuP9z+qojQeK4/3P3dvAev3G/g/qFyd5qOj+D+oXJ3mo6P4P9ciXiEyw/g/1yJeITLD+D8tX1NqtR75Py1fU2q1Hvk/LV9TarUe+T/XUCa4F+/5P2ejLwcAJfo/SkUfdmWu+z9KRR92Za77P5XETvtsO/0/13BNBDB8/T8NmHw2Mfv9P4fgdBUR3P4/h+B0FRHc/j+tBEdMD2H/P60ER0wPYf8/WYk130eM/z9yiuyorQAAQHKK7KitAABAcorsqK0AAEBEp0WiE3EAQESnRaITcQBARgeCJZrvAEBGB4Ilmu8AQE74A0OZFQFAmrQHfwJ3AUBoDTwcoCMCQGgNPBygIwJANl+D43XMAkB6/hIWWC8DQHr+EhZYLwNAev4SFlgvA0CiKC7srEUDQFYRzPZkzQNAAr+kVtv8A0ACv6RW2/wDQAK/pFbb/ANAshJRcV8WBEAon3yf7SAEQCiffJ/tIARAKJ98n+0gBEAon3yf7SAEQCiffJ/tIARAJGDSPS45BEAkYNI9LjkEQBIWczX1aQRARil/HBBwBUBGKX8cEHAFQGIys/TkSQZAYjKz9ORJBkCs6G2R91kGQJj8rcKpXgZAfs+mSAFxBkDkiulnLdQGQOQQzzfl2QZAIgEBkFYEB0AiAQGQVgQHQCIBAZBWBAdAIIGdwLeYB0AggZ3At5gHQFZMA2QrNwhAfBbitvmOCECOr5t334AJQBRj90JE2QlAZFmOtQJyCkBkWY61AnIKQGRZjrUCcgpAtKxZjP1UDEDmAB/h934NQOYAH+H3fg1AJJiZyIoFEEDQ11v56h4QQNDXW/nqHhBA0Ndb+eoeEEDQ11v56h4QQA==\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2280\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2281\",\"type\":\"UnionRenderers\"}},\"id\":\"1343\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1504\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2237\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"1343\",\"type\":\"ColumnDataSource\"}},\"id\":\"1347\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1345\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2238\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"1343\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1344\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1345\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1347\",\"type\":\"CDSView\"}},\"id\":\"1346\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2344\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2345\",\"type\":\"UnionRenderers\"}},\"id\":\"1503\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2239\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1349\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1503\",\"type\":\"ColumnDataSource\"}},\"id\":\"1507\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2240\",\"type\":\"Selection\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1505\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2241\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"1503\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1504\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1505\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1507\",\"type\":\"CDSView\"}},\"id\":\"1506\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2282\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2283\",\"type\":\"UnionRenderers\"}},\"id\":\"1348\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1509\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2242\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"1348\",\"type\":\"ColumnDataSource\"}},\"id\":\"1352\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1350\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2243\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"1348\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1349\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1350\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1352\",\"type\":\"CDSView\"}},\"id\":\"1351\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2346\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2347\",\"type\":\"UnionRenderers\"}},\"id\":\"1508\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2244\",\"type\":\"Selection\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1354\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1508\",\"type\":\"ColumnDataSource\"}},\"id\":\"1512\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2245\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1510\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2246\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"1508\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1509\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1510\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1512\",\"type\":\"CDSView\"}},\"id\":\"1511\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"2NWSIXoMyr/Y1ZIhegzKv1BQca9/kcm/UFBxr3+Ryb8ATMcvb8jEvxgpQn1+0sK/GClCfX7Swr8A3ulhG6vCvwCvfZTETMK/UCT0WQRzv79QJPRZBHO/v1Ak9FkEc7+/cNnvr4Riur9AYUHmz9itv2DtUm8SpKi/YO1SbxKkqL9wqdXETynBP3Cp1cRPKcE/YOZkfCJy0T9g5mR8InLRP7Dsq0XO5dc/BGnvJoJb2T8Eae8mglvZPwRp7yaCW9k/BGnvJoJb2T/ot9iHf/vfPzUulBm0heg/Kn2Z9acC6T8qfZn1pwLpPxihUByFGek/gGUdWxRr6T8+tt3RRE3rP9wW3UezJ+0/0oDyRFXB7T9s+fm8J4TvP2z5+bwnhO8/wawMLXF78D/BrAwtcXvwP8GsDC1xe/A/wawMLXF78D/BrAwtcXvwP8GsDC1xe/A/+eHcqT8Z8T91ReWpzRbyP3VF5anNFvI/dUXlqc0W8j91ReWpzRbyP3VF5anNFvI/eZdHgcRN9D95l0eBxE30PyDzvQlEZvQ/IPO9CURm9D+0zN6c0IL0P7TM3pzQgvQ/VJQHbI0f9T+aReQ++Kf1P5pF5D74p/U/Zy+X19Dk9T90uuiuq6D2P3S66K6roPY/n5kcwUwy9z+fmRzBTDL3P6qiNB4rj/c/qFyd5qOj+D/XIl4hMsP4Pz+LYdEzFPk/P4th0TMU+T8zjeKf2CH5P2ejLwcAJfo/SkUfdmWu+z9KRR92Za77P3v+cNoS0Pw/Cw9W5mwY/T+VxE77bDv9P9dwTQQwfP0/DZh8NjH7/T+H4HQVEdz+P4fgdBUR3P4/WYk130eM/z9yiuyorQAAQKDgwAnIRgBAoODACchGAEBEp0WiE3EAQESnRaITcQBARKdFohNxAEA4F92fzqQAQDgX3Z/OpABARgeCJZrvAEBGB4Ilmu8AQKSO7G9MXgFApI7sb0xeAUDuD/KfsV4BQJq0B38CdwFAaA08HKAjAkA2X4PjdcwCQP7tECQy+wJA1N3T+p4AA0B6/hIWWC8DQHr+EhZYLwNAoigu7KxFA0Aon3yf7SAEQCiffJ/tIARAKJ98n+0gBEAkYNI9LjkEQCRg0j0uOQRAJGDSPS45BEASFnM19WkEQA7HUd4KcARAjMP3I4iCBUCMw/cjiIIFQGIys/TkSQZArOhtkfdZBkB+z6ZIAXEGQOQQzzfl2QZA5BDPN+XZBkAggZ3At5gHQCj2LgMREQhAfBbitvmOCEB8FuK2+Y4IQI6vm3ffgAlAFGP3QkTZCUAUY/dCRNkJQEZOvZOSTQxAtKxZjP1UDEBuh+SJY4wMQG6H5IljjAxAJJiZyIoFEED8BlWZ55wQQPwGVZnnnBBA7N65JmKFF0Ds3rkmYoUXQA==\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2284\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2285\",\"type\":\"UnionRenderers\"}},\"id\":\"1353\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1514\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2247\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"1353\",\"type\":\"ColumnDataSource\"}},\"id\":\"1357\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1355\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2248\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"1353\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1354\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1355\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1357\",\"type\":\"CDSView\"}},\"id\":\"1356\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2348\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2349\",\"type\":\"UnionRenderers\"}},\"id\":\"1513\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2249\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1359\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1513\",\"type\":\"ColumnDataSource\"}},\"id\":\"1517\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2250\",\"type\":\"Selection\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1515\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2251\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"1513\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1514\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1515\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1517\",\"type\":\"CDSView\"}},\"id\":\"1516\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2286\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2287\",\"type\":\"UnionRenderers\"}},\"id\":\"1358\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1519\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2252\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"1358\",\"type\":\"ColumnDataSource\"}},\"id\":\"1362\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1360\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2253\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"1358\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1359\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1360\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1362\",\"type\":\"CDSView\"}},\"id\":\"1361\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"GIZhGIZhiD8YhmEYhmGYP5IkSZIkSaI/GIZhGIZhqD+e53me53muP5IkSZIkSbI/VVVVVVVVtT8YhmEYhmG4P9u2bdu2bbs/nud5nud5vj8xDMMwDMPAP5IkSZIkScI/9DzP8zzPwz9VVVVVVVXFP7dt27Zt28Y/GIZhGIZhyD96nud5nufJP9u2bdu2bcs/Pc/zPM/zzD+e53me53nOPwAAAAAAANA/MQzDMAzD0D9iGIZhGIbRP5IkSZIkSdI/wzAMwzAM0z/0PM/zPM/TPyVJkiRJktQ/VVVVVVVV1T+GYRiGYRjWP7dt27Zt29Y/6Hme53me1z8YhmEYhmHYP0mSJEmSJNk/ep7neZ7n2T+rqqqqqqraP9u2bdu2bds/DMMwDMMw3D89z/M8z/PcP27btm3btt0/nud5nud53j/P8zzP8zzfPwAAAAAAAOA/GIZhGIZh4D8xDMMwDMPgP0mSJEmSJOE/YhiGYRiG4T96nud5nufhP5IkSZIkSeI/q6qqqqqq4j/DMAzDMAzjP9u2bdu2beM/9DzP8zzP4z8MwzAMwzDkPyVJkiRJkuQ/Pc/zPM/z5D9VVVVVVVXlP27btm3btuU/hmEYhmEY5j+e53me53nmP7dt27Zt2+Y/z/M8z/M85z/oeZ7neZ7nPwAAAAAAAOg/GIZhGIZh6D8xDMMwDMPoP0mSJEmSJOk/YhiGYRiG6T96nud5nufpP5IkSZIkSeo/q6qqqqqq6j/DMAzDMAzrP9u2bdu2bes/9DzP8zzP6z8MwzAMwzDsPyVJkiRJkuw/Pc/zPM/z7D9VVVVVVVXtP27btm3btu0/hmEYhmEY7j+e53me53nuP7dt27Zt2+4/z/M8z/M87z/oeZ7neZ7vPwAAAAAAAPA/\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2350\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2351\",\"type\":\"UnionRenderers\"}},\"id\":\"1518\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2254\",\"type\":\"Selection\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1364\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1518\",\"type\":\"ColumnDataSource\"}},\"id\":\"1522\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2255\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1520\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2256\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"1518\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1519\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1520\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1522\",\"type\":\"CDSView\"}},\"id\":\"1521\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2288\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2289\",\"type\":\"UnionRenderers\"}},\"id\":\"1363\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1524\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2257\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"1363\",\"type\":\"ColumnDataSource\"}},\"id\":\"1367\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1365\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2258\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"1363\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1364\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1365\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1367\",\"type\":\"CDSView\"}},\"id\":\"1366\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2352\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2353\",\"type\":\"UnionRenderers\"}},\"id\":\"1523\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2259\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1369\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1523\",\"type\":\"ColumnDataSource\"}},\"id\":\"1527\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2260\",\"type\":\"Selection\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1525\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2261\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"1523\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1524\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1525\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1527\",\"type\":\"CDSView\"}},\"id\":\"1526\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2290\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2291\",\"type\":\"UnionRenderers\"}},\"id\":\"1368\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2262\",\"type\":\"Selection\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2354\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2355\",\"type\":\"UnionRenderers\"}},\"id\":\"1528\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1370\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2263\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"1368\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1369\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1370\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1372\",\"type\":\"CDSView\"}},\"id\":\"1371\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1529\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1205\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1898\",\"type\":\"ColumnDataSource\"}},\"id\":\"1902\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"2118\",\"type\":\"ColumnDataSource\"}},\"id\":\"2122\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2120\",\"type\":\"Circle\"},{\"attributes\":{\"fill_color\":{\"value\":\"#1f77b3\"},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"Alive Sperm Millions\"},\"y\":{\"field\":\"__ECDF\"}},\"id\":\"1174\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1900\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"2118\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"2119\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2120\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"2122\",\"type\":\"CDSView\"}},\"id\":\"2121\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"1898\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1899\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1900\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1902\",\"type\":\"CDSView\"}},\"id\":\"1901\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2124\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1904\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2592\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2593\",\"type\":\"UnionRenderers\"}},\"id\":\"2123\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"cUJKnmVEfz9xQkqeZUSPP9WxtzZMc5c/cUJKnmVEnz+Hae6Cv4qjP9WxtzZMc6c/I/qA6thbqz9xQkqeZUSvP2DFCSl5lrE/h2nugr+Ksz+uDdPcBX+1P9WxtzZMc7c//FWckJJnuT8j+oDq2Fu7P0qeZUQfUL0/cUJKnmVEvz9Mcxf8VZzAP2DFCSl5lsE/cxf8VZyQwj+Hae6Cv4rDP5q74K/ihMQ/rg3T3AV/xT/BX8UJKXnGP9WxtzZMc8c/6QOqY29tyD/8VZyQkmfJPxCojr21Yco/I/qA6thbyz83THMX/FXMP0qeZUQfUM0/XvBXcUJKzj9xQkqeZUTPP0JKnmVEH9A/THMX/FWc0D9WnJCSZxnRP2DFCSl5ltE/au6Cv4oT0j9zF/xVnJDSP31AdeytDdM/h2nugr+K0z+RkmcZ0QfUP5q74K/ihNQ/pORZRvQB1T+uDdPcBX/VP7g2THMX/NU/wV/FCSl51j/LiD6gOvbWP9WxtzZMc9c/39owzV3w1z/pA6pjb23YP/IsI/qA6tg//FWckJJn2T8GfxUnpOTZPxCojr21Ydo/GdEHVMfe2j8j+oDq2FvbPy0j+oDq2Ns/N0xzF/xV3D9AdeytDdPcP0qeZUQfUN0/VMfe2jDN3T9e8FdxQkreP2gZ0QdUx94/cUJKnmVE3z97a8M0d8HfP0JKnmVEH+A/x97aMM1d4D9Mcxf8VZzgP9EHVMfe2uA/VpyQkmcZ4T/bMM1d8FfhP2DFCSl5luE/5VlG9AHV4T9q7oK/ihPiP+6Cv4oTUuI/cxf8VZyQ4j/4qzghJc/iP31AdeytDeM/AtWxtzZM4z+Hae6Cv4rjPwz+Kk5IyeM/kZJnGdEH5D8VJ6TkWUbkP5q74K/ihOQ/H1Ade2vD5D+k5FlG9AHlPyl5lhF9QOU/rg3T3AV/5T8zog+ojr3lP7g2THMX/OU/PcuIPqA65j/BX8UJKXnmP0b0AdWxt+Y/y4g+oDr25j9QHXtrwzTnP9WxtzZMc+c/Wkb0AdWx5z/f2jDNXfDnP2RvbZjmLug/6QOqY29t6D9tmOYu+KvoP/IsI/qA6ug/d8FfxQkp6T/8VZyQkmfpP4Hq2Fsbpuk/Bn8VJ6Tk6T+LE1LyLCPqPxCojr21Yeo/lTzLiD6g6j8Z0QdUx97qP55lRB9QHes/I/qA6thb6z+ojr21YZrrPy0j+oDq2Os/src2THMX7D83THMX/FXsP7zgr+KElOw/QHXsrQ3T7D/FCSl5lhHtP0qeZUQfUO0/zzKiD6iO7T9Ux97aMM3tP9lbG6a5C+4/XvBXcUJK7j/jhJQ8y4juP2gZ0QdUx+4/7K0N09wF7z9xQkqeZUTvP/bWhmnugu8/e2vDNHfB7z8AAAAAAADwPw==\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2504\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2505\",\"type\":\"UnionRenderers\"}},\"id\":\"1903\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"2123\",\"type\":\"ColumnDataSource\"}},\"id\":\"2127\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"1903\",\"type\":\"ColumnDataSource\"}},\"id\":\"1907\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2125\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1905\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"2123\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"2124\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2125\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"2127\",\"type\":\"CDSView\"}},\"id\":\"2126\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1172\",\"type\":\"ColumnDataSource\"}},\"id\":\"1177\",\"type\":\"CDSView\"},{\"attributes\":{\"data_source\":{\"id\":\"1903\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1904\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1905\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1907\",\"type\":\"CDSView\"}},\"id\":\"1906\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2129\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1909\",\"type\":\"Circle\"},{\"attributes\":{\"label\":{\"value\":\"Control\"},\"renderers\":[{\"id\":\"1176\",\"type\":\"GlyphRenderer\"}]},\"id\":\"1186\",\"type\":\"LegendItem\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2594\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2595\",\"type\":\"UnionRenderers\"}},\"id\":\"2128\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2506\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2507\",\"type\":\"UnionRenderers\"}},\"id\":\"1908\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"2128\",\"type\":\"ColumnDataSource\"}},\"id\":\"2132\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"1908\",\"type\":\"ColumnDataSource\"}},\"id\":\"1912\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2130\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1910\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"2128\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"2129\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2130\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"2132\",\"type\":\"CDSView\"}},\"id\":\"2131\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"Alive Sperm Millions\"},\"y\":{\"field\":\"__ECDF\"}},\"id\":\"1175\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1908\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1909\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1910\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1912\",\"type\":\"CDSView\"}},\"id\":\"1911\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2134\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1914\",\"type\":\"Circle\"},{\"attributes\":{\"click_policy\":\"hide\",\"items\":[{\"id\":\"1186\",\"type\":\"LegendItem\"},{\"id\":\"1202\",\"type\":\"LegendItem\"}],\"location\":\"bottom_right\"},\"id\":\"1185\",\"type\":\"Legend\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2596\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2597\",\"type\":\"UnionRenderers\"}},\"id\":\"2133\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"2NWSIXoMyr/Y1ZIhegzKv1BQca9/kcm/AEzHL2/IxL8ATMcvb8jEvwBMxy9vyMS/AN7pYRurwr8Ar32UxEzCvwCvfZTETMK/gAPvCuMbtb9AYUHmz9itv2DtUm8SpKi/cKnVxE8pwT9g5mR8InLRP2DmZHwictE/sOyrRc7l1z8Eae8mglvZPwRp7yaCW9k/WE5rbaSP2j9YTmttpI/aP+i32Id/+98/8E8hJFBy4z9OEsPbyOrlP04Sw9vI6uU/IDlKKwN85z81LpQZtIXoPxihUByFGek/gGUdWxRr6T+AZR1bFGvpP1oYmriaauo/WhiauJpq6j9aGJq4mmrqP3I9guiOc+w/3BbdR7Mn7T8ccXl5fzHtPxxxeXl/Me0/0oDyRFXB7T/SgPJEVcHtP3PbetByd/A/c9t60HJ38D/BrAwtcXvwP4D4tXg3rfM/gPi1eDet8z+A+LV4N63zPwXHIWVKAvQ/BcchZUoC9D95l0eBxE30PyDzvQlEZvQ/IPO9CURm9D+0zN6c0IL0P1w940XlvfQ/mkXkPvin9T9nL5fX0OT1P2cvl9fQ5PU/lnyot8VT9j+WfKi3xVP2P5Z8qLfFU/Y/lnyot8VT9j90uuiuq6D2P5+ZHMFMMvc/n5kcwUwy9z+qojQeK4/3P3dvAev3G/g/qFyd5qOj+D9noy8HACX6P2ejLwcAJfo/Kbl/r6d0+z9KRR92Za77P4oN0tZH/vs/J1HrgKqo/D8nUeuAqqj8PydR64CqqPw/e/5w2hLQ/D97/nDaEtD8PwsPVuZsGP0/13BNBDB8/T8LJrqxX47+P4fgdBUR3P4/WYk130eM/z9yiuyorQAAQHKK7KitAABAcorsqK0AAEDKy/gcm6wAQEYHgiWa7wBARgeCJZrvAEBGB4Ilmu8AQKSO7G9MXgFAmrQHfwJ3AUBoDTwcoCMCQGgNPBygIwJANl+D43XMAkDU3dP6ngADQNTd0/qeAANA1N3T+p4AA0B6/hIWWC8DQKIoLuysRQNAshJRcV8WBEAon3yf7SAEQCiffJ/tIARAKJ98n+0gBEAkYNI9LjkEQCRg0j0uOQRAJGDSPS45BEASFnM19WkEQBIWczX1aQRAXhZxX0psBUCMw/cjiIIFQIzD9yOIggVAVoBN+ym9BUBWgE37Kb0FQJj8rcKpXgZAmPytwqleBkDkiulnLdQGQOSK6Wct1AZAIgEBkFYEB0AiAQGQVgQHQCj2LgMREQhAFtjB5l+aCEAW2MHmX5oIQI6vm3ffgAlAZFmOtQJyCkBkWY61AnIKQHAL9K69fgpAcAv0rr1+CkBuh+SJY4wMQOYAH+H3fg1AB/3j4uv6D0DQ11v56h4QQPwGVZnnnBBA7N65JmKFF0Ds3rkmYoUXQA==\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2508\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2509\",\"type\":\"UnionRenderers\"}},\"id\":\"1913\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"2133\",\"type\":\"ColumnDataSource\"}},\"id\":\"2137\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"1913\",\"type\":\"ColumnDataSource\"}},\"id\":\"1917\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2135\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1915\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"2133\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"2134\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2135\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"2137\",\"type\":\"CDSView\"}},\"id\":\"2136\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"1172\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1174\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1175\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1177\",\"type\":\"CDSView\"}},\"id\":\"1176\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"1913\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1914\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1915\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1917\",\"type\":\"CDSView\"}},\"id\":\"1916\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2139\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1919\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"Age (d)\":[14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14],\"Alive Sperm Millions\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"AliveSperm\":[2079617,2204001,86406,1749139,1552456,2582087,3307631,2316533,85204,43750,998574,3463340,2287466,1948233,2604907,1853125,2312725,1507220,366326,3259191,3109371,3420179,605654,184126,1799685,2106079,3026182,1057766,3302065,2630370,3028475,3240586,1585761,1528614,109404,2607556,2232584,1144545,1866286,1085435,917163,3037431,2920989,4262446,2349246,1482812,1162103,1704706,2415363,2050716,1739081,504844,2499648,2160980,149796,1803016,3770130,2142012,28747,3018334,1462042,2075072,628463,2333251,2403297,1262390,1013827,1261415,2367799,1016618,3088647,1300917,1772204,1802250,2760173,2403490,1501239,1779908,3537922,69886,3085855,1600616,4229773,89285,3544138,2748331,2707543,966141,1514190,3739980,931295,3919249,1121359,1646479,3181822,2193449,4237665,2078152,731978,2266814,2786961,647270,3773752,1962330,2910129,2059261,1143349,295941,636562,6112510,3800802,2783990,839957,4385480,2911971,129187,2949618,2743177,1026574,1627705,1362820,1682033,1217135,2641274,1981833,124255,173958,2023431,2730718,2033052,32500],\"Cage\":[1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,2,3,3,3,3,3,3,3,3,4,4,4,4,4,4,4,4,5,5,5,5,5,5,5,6,6,6,6,13,13,13,13,13,13,13,13,14,14,14,14,14,14,14,14,14,15,15,15,15,15,15,15,15,15,15,18,18,18,18,18,18,19,19,19,19,19,19,19,19,20,20,20,20,20,20,20,20,20,21,21,21,21,21,21,22,22,22,22,22,22,22,22,22,23,23,23,23,23,24,24,24,24,24,24,24,24,24,25,25,25,25,25,25,25,25,25],\"Colony\":[2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,51,51,51,51,51,51,51,51,51,51,51,51,51,51,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80],\"Dead Sperm Millions\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"Environment\":[\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\"],\"Infertil\":[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],\"Quality\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"Quantity\":[2150000,2287500,87500,1875000,1587500,2600000,3412500,2562500,87500,87500,1025000,3500000,2300000,2012500,2712500,2062500,2412500,1525000,387500,3362500,3200000,3637500,625000,200000,4000000,2325000,3362500,1362500,4725000,2650000,3212500,3437500,1862500,1800000,125000,3000000,3000000,1262500,2550000,2412500,1012500,3375000,3762500,4637500,3000000,1825000,1212500,2250000,2662500,2612500,2100000,612500,3025000,2725000,262500,2187500,4562500,2625000,37500,3612500,1575000,2725000,662500,2650000,2487500,1662500,1375000,1725000,2512500,1237500,3462500,1362500,1950000,1912500,2881500,2550000,1775000,2612500,3962500,75000,3562500,2350000,4750000,100000,3575000,2925000,2900000,1012500,1600000,3900000,937500,4037500,1487500,1737500,3212500,2287500,4312500,2087500,737500,2850000,2987500,850000,4262500,2187500,3050000,2087500,1437500,300000,687500,6340000,3920000,3420000,1500000,4860000,3212500,162500,3125000,3240000,1212500,1837500,1600000,1800000,1262500,2712500,2012500,125000,175000,2037500,3125000,2637500,100000],\"Quantity Millions\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"Sample\":[1,2,3,4,5,6,7,8,9,10,2,3,4,5,6,7,1,10,2,4,6,7,8,9,1,2,3,4,5,6,7,8,1,2,3,4,5,6,7,1,2,3,4,1,10,2,3,4,5,8,9,1,2,3,4,5,6,7,8,9,1,10,2,3,4,5,6,7,8,9,5,1,3,4,6,7,1,2,3,5,6,7,8,9,1,2,3,4,5,6,7,8,9,1,2,3,4,5,6,5,1,10,2,3,4,6,8,9,1,6,7,8,9,1,10,2,4,5,6,7,8,9,3,1,2,3,4,5,6,7,9],\"Sample ID\":[\"C2-1-1\",\"C2-1-2\",\"C2-1-3\",\"C2-1-4\",\"C2-1-5\",\"C2-1-6\",\"C2-1-7\",\"C2-1-8\",\"C2-1-9\",\"C2-2-10\",\"C2-2-2\",\"C2-2-3\",\"C2-2-4\",\"C2-2-5\",\"C2-2-6\",\"C2-2-7\",\"C2-3-1\",\"C2-3-10\",\"C2-3-2\",\"C2-3-4\",\"C2-3-6\",\"C2-3-7\",\"C2-3-8\",\"C2-3-9\",\"C5-1-1\",\"C5-1-2\",\"C5-1-3\",\"C5-1-4\",\"C5-1-5\",\"C5-1-6\",\"C5-1-7\",\"C5-1-8\",\"C5-2-1\",\"C5-2-2\",\"C5-2-3\",\"C5-2-4\",\"C5-2-5\",\"C5-2-6\",\"C5-2-7\",\"C5-3-1\",\"C5-3-2\",\"C5-3-3\",\"C5-3-4\",\"C26-1-1\",\"C26-1-10\",\"C26-1-2\",\"C26-1-3\",\"C26-1-4\",\"C26-1-5\",\"C26-1-8\",\"C26-1-9\",\"C26-2-1\",\"C26-2-2\",\"C26-2-3\",\"C26-2-4\",\"C26-2-5\",\"C26-2-6\",\"C26-2-7\",\"C26-2-8\",\"C26-2-9\",\"C26-3-1\",\"C26-3-10\",\"C26-3-2\",\"C26-3-3\",\"C26-3-4\",\"C26-3-5\",\"C26-3-6\",\"C26-3-7\",\"C26-3-8\",\"C26-3-9\",\"51-1-5\",\"C51-1-1\",\"c51-1-3\",\"C51-1-4\",\"C51-1-6\",\"C51-1-7\",\"C51-2-1\",\"C51-2-2\",\"C51-2-3\",\"C51-2-5\",\"C51-2-6\",\"C51-2-7\",\"C51-2-8\",\"C51-2-9\",\"77-1-1\",\"77-1-2\",\"77-1-3\",\"77-1-4\",\"77-1-5\",\"77-1-6\",\"77-1-7\",\"77-1-8\",\"77-1-9\",\"77-2-1\",\"77-2-2\",\"77-2-3\",\"77-2-4\",\"77-2-5\",\"77-2-6\",\"77-3-5\",\"C77-3-1\",\"C77-3-10\",\"C77-3-2\",\"C77-3-3\",\"C77-3-4\",\"C77-3-6\",\"C77-3-8\",\"C77-3-9\",\"C80-1-1\",\"C80-1-6\",\"C80-1-7\",\"C80-1-8\",\"C80-1-9\",\"C80-2-1\",\"C80-2-10\",\"C80-2-2\",\"C80-2-4\",\"C80-2-5\",\"C80-2-6\",\"C80-2-7\",\"C80-2-8\",\"C80-2-9\",\"C80-1-3\",\"C80-3-1\",\"C80-3-2\",\"C80-3-3\",\"C80-3-4\",\"C80-3-5\",\"C80-3-6\",\"C80-3-7\",\"C80-3-9\"],\"Specimen\":[227,228,229,230,231,232,233,234,235,244,237,238,239,240,241,242,247,255,248,250,251,252,253,254,167,168,169,170,171,172,173,174,127,128,129,130,131,132,134,71,70,69,68,47,199,186,59,196,61,133,50,65,62,66,175,176,177,48,178,179,157,166,158,159,160,161,162,163,164,165,41,185,108,224,217,51,117,116,115,113,112,111,110,109,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,42,91,52,180,181,182,183,90,58,258,220,221,222,223,218,86,200,202,219,203,204,205,206,106,77,78,79,80,81,82,83,85],\"Sperm Volume per 500 ul\":[2150000,2287500,87500,1875000,1587500,2600000,3412500,2562500,87500,87500,1025000,3500000,2300000,2012500,2712500,2062500,2412500,1525000,387500,3362500,3200000,3637500,625000,200000,4000000,2325000,3362500,1362500,4725000,2650000,3212500,3437500,1862500,1800000,125000,3000000,3000000,1262500,2550000,2412500,1012500,3375000,3762500,4637500,3000000,1825000,1212500,2250000,2662500,2612500,2100000,612500,3025000,2725000,262500,2187500,4562500,2625000,37500,3612500,1575000,2725000,662500,2650000,2487500,1662500,1375000,1725000,2512500,1237500,3462500,1362500,1950000,1912500,2881500,2550000,1775000,2612500,3962500,75000,3562500,2350000,4750000,100000,3575000,2925000,2900000,1012500,1600000,3900000,937500,4037500,1487500,1737500,3212500,2287500,4312500,2087500,737500,2850000,2987500,850000,4262500,2187500,3050000,2087500,1437500,300000,687500,6340000,3920000,3420000,1500000,4860000,3212500,162500,3125000,3240000,1212500,1837500,1600000,1800000,1262500,2712500,2012500,125000,175000,2037500,3125000,2637500,100000],\"Treatment\":[\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\"],\"TreatmentNCSS\":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],\"ViabilityRaw (%)\":[\"96.7263814616756\",\"96.3498079760595\",\"98.75\",\"93.2874208336941\",\"97.7925061050061\",\"99.3110435663627\",\"96.9269279143752\",\"90.4013147346481\",\"97.3765432098765\",\"50\",\"97.4219443359481\",\"98.952595402898\",\"99.4550724637681\",\"96.8066378066378\",\"96.0334578275755\",\"89.8484848484848\",\"95.86426295\",\"98.83415435\",\"94.53596009\",\"96.92763298\",\"97.1678744\",\"94.02554961\",\"96.9047619\",\"92.06349206\",\"44.99212781\",\"90.58405696\",\"89.99798133\",\"77.63426433\",\"69.88498509\",\"99.25925926\",\"94.2715963\",\"94.2715963\",\"85.14155715\",\"84.92303589\",\"87.52340007\",\"86.91854637\",\"74.41948449\",\"90.65708784\",\"73.1876968\",\"44.9921278052127\",\"90.58405696164\",\"89.9979813278077\",\"77.6342643312626\",\"91.9125976104989\",\"78.308227886686\",\"81.25\",\"95.8436217383421\",\"75.7647208495557\",\"90.7178691961338\",\"78.4963132\",\"82.8133985826395\",\"82.4236141825151\",\"82.6329934229224\",\"79.3020312966259\",\"57.06521739\",\"82.42361418\",\"82.63299342\",\"81.6004584\",\"76.65909502\",\"83.55252183\",\"92.82808489\",\"76.14945911\",\"94.86235763\",\"88.04723817\",\"96.61498027\",\"75.933258\",\"73.73289924\",\"73.12553419\",\"94.24075725\",\"82.15099624\",\"89.2028260615428\",\"95.48021298\",\"90.8822649\",\"94.2353021005149\",\"95.7894736842105\",\"94.2545160570919\",\"84.57685325\",\"68.13048201\",\"89.28510289\",\"93.18261985\",\"86.62051698\",\"68.11131927\",\"89.04786069\",\"89.28510289\",\"99.1367521367521\",\"93.9600358113647\",\"93.3635651629073\",\"95.4214202677118\",\"94.6368791994235\",\"95.8969476248909\",\"99.3381527123421\",\"97.0712056970515\",\"75.3854905188791\",\"94.7614218403692\",\"99.0450658816933\",\"95.8885240609407\",\"98.264714204867\",\"99.5522388059701\",\"99.2513368983957\",\"79.53735548\",\"93.2874208336941\",\"76.1494591090057\",\"88.53378146\",\"89.70654852\",\"95.41407625\",\"98.64723637\",\"79.5373554799784\",\"98.6472363704961\",\"92.59090909\",\"96.411837266676\",\"96.9592550235536\",\"81.403220240878\",\"55.997149465823\",\"90.2362153123023\",\"90.6450318327302\",\"79.5\",\"94.3878045434769\",\"84.6659612601236\",\"84.6659612601236\",\"88.5826202980786\",\"85.176268629771\",\"93.4463051568315\",\"96.4067365144407\",\"97.3741737829884\",\"98.4761904761905\",\"99.4047619047619\",\"99.4047619047619\",\"99.3095238095238\",\"87.3829853415464\",\"77.0825689110135\",\"32.5\"],\"__ECDF\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"__label\":[\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\"],\"index\":[0,1,2,3,4,5,6,7,8,10,11,12,13,14,15,16,18,19,20,22,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,99,100,101,102,103,104,107,108,109,110,111,112,113,114,115,116,117,118,119,120,121,122,123,124,125,126,127,140,141,142,143,144,145,146,147,148,150,151,152,153,154,155,156,157,158,159,160,161,162,163,164,165,166,167,168,169,170,171,172,173,174,175,176,178,179,180,184,185,186,187,188,189,190,192,193,194,195,196,197,198,199,200,201,202,203,204,205,207]},\"selected\":{\"id\":\"1199\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1200\",\"type\":\"UnionRenderers\"}},\"id\":\"1172\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2598\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2599\",\"type\":\"UnionRenderers\"}},\"id\":\"2138\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2510\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2511\",\"type\":\"UnionRenderers\"}},\"id\":\"1918\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"2138\",\"type\":\"ColumnDataSource\"}},\"id\":\"2142\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"1918\",\"type\":\"ColumnDataSource\"}},\"id\":\"1922\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2140\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1920\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"2138\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"2139\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2140\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"2142\",\"type\":\"CDSView\"}},\"id\":\"2141\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"1918\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1919\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1920\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1922\",\"type\":\"CDSView\"}},\"id\":\"1921\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2144\",\"type\":\"Circle\"},{\"attributes\":{\"active_drag\":\"auto\",\"active_inspect\":\"auto\",\"active_multi\":null,\"active_scroll\":\"auto\",\"active_tap\":\"auto\",\"tools\":[{\"id\":\"1159\",\"type\":\"PanTool\"},{\"id\":\"1160\",\"type\":\"WheelZoomTool\"},{\"id\":\"1161\",\"type\":\"BoxZoomTool\"},{\"id\":\"1162\",\"type\":\"SaveTool\"},{\"id\":\"1163\",\"type\":\"ResetTool\"},{\"id\":\"1164\",\"type\":\"HelpTool\"}]},\"id\":\"1165\",\"type\":\"Toolbar\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1924\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"1164\",\"type\":\"HelpTool\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2600\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2601\",\"type\":\"UnionRenderers\"}},\"id\":\"2143\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2512\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2513\",\"type\":\"UnionRenderers\"}},\"id\":\"1923\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"2143\",\"type\":\"ColumnDataSource\"}},\"id\":\"2147\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"1923\",\"type\":\"ColumnDataSource\"}},\"id\":\"1927\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2145\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1925\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"2143\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"2144\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2145\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"2147\",\"type\":\"CDSView\"}},\"id\":\"2146\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"1923\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1924\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1925\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1927\",\"type\":\"CDSView\"}},\"id\":\"1926\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2149\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1929\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1930\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"AHOI7r6U2z/M2jeSGg/iP6qO5mONL+I/ElJIzW335D+o7IWdeAPlP+ACmqPdnek/Mkcg+Zmv6T8yRyD5ma/pP7rKpCH5f+o/usqkIfl/6j98GsFhuO/rP3wawWG47+s/kaPKy7CG7D9JGm3w1NjsP1FyGGcioe0/Zv/NJtbe7T9m/80m1t7tP3M/DF7/LPA/cz8MXv8s8D9zPwxe/yzwP2KxsmfafPA/YrGyZ9p88D+F415KaInwP4XjXkpoifA/ijRWTLD28D+ACqzNCkPxPw7TI/d/DPI/8jabeBKP9D+cJpgbFwz1Pxu0vFzPDvY/G7S8XM8O9j9owlvR8U/2PyMIvH1h8PY/Iwi8fWHw9j8dime64mD4Px2KZ7riYPg/SscBpayd+D9KxwGlrJ34P5XtqBszx/g/le2oGzPH+D/ty/4qy874P+3L/irLzvg/Y43fxQYJ/D9jjd/FBgn8PxgatEExMPw/GBq0QTEw/D9UhADK6lT8P17qTIsFvPw/imig467c/T/pWXUHvMr+P4oasQCxY/8/xWas56/O/z+AMtx1WKAAQJoQiTdUywBAmhCJN1TLAECu4Tjl80kBQIlqYKCN2wFABxG/V5YnAkAHEb9XlicCQBoHrXy4QwJAGgetfLhDAkBCmVyBCqYCQGo7vNxJAwNAaju83EkDA0BqO7zcSQMDQGo7vNxJAwNAaju83EkDA0DbAljZYAAEQNsCWNlgAARA2wJY2WAABEDbAljZYAAEQMumcs/cAgVAy6Zyz9wCBUBhJqB+ObIFQMf/Mz8g7wVAx/8zPyDvBUDu8O1SDK8HQO7w7VIMrwdA7vDtUgyvB0Coed0XucYHQFfczrN7MQhAV9zOs3sxCEBX3M6zezEIQIDZSPCXAhBA\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2602\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2603\",\"type\":\"UnionRenderers\"}},\"id\":\"2148\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2150\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"GIZhGIZhiD8YhmEYhmGYP5IkSZIkSaI/GIZhGIZhqD+e53me53muP5IkSZIkSbI/VVVVVVVVtT8YhmEYhmG4P9u2bdu2bbs/nud5nud5vj8xDMMwDMPAP5IkSZIkScI/9DzP8zzPwz9VVVVVVVXFP7dt27Zt28Y/GIZhGIZhyD96nud5nufJP9u2bdu2bcs/Pc/zPM/zzD+e53me53nOPwAAAAAAANA/MQzDMAzD0D9iGIZhGIbRP5IkSZIkSdI/wzAMwzAM0z/0PM/zPM/TPyVJkiRJktQ/VVVVVVVV1T+GYRiGYRjWP7dt27Zt29Y/6Hme53me1z8YhmEYhmHYP0mSJEmSJNk/ep7neZ7n2T+rqqqqqqraP9u2bdu2bds/DMMwDMMw3D89z/M8z/PcP27btm3btt0/nud5nud53j/P8zzP8zzfPwAAAAAAAOA/GIZhGIZh4D8xDMMwDMPgP0mSJEmSJOE/YhiGYRiG4T96nud5nufhP5IkSZIkSeI/q6qqqqqq4j/DMAzDMAzjP9u2bdu2beM/9DzP8zzP4z8MwzAMwzDkPyVJkiRJkuQ/Pc/zPM/z5D9VVVVVVVXlP27btm3btuU/hmEYhmEY5j+e53me53nmP7dt27Zt2+Y/z/M8z/M85z/oeZ7neZ7nPwAAAAAAAOg/GIZhGIZh6D8xDMMwDMPoP0mSJEmSJOk/YhiGYRiG6T96nud5nufpP5IkSZIkSeo/q6qqqqqq6j/DMAzDMAzrP9u2bdu2bes/9DzP8zzP6z8MwzAMwzDsPyVJkiRJkuw/Pc/zPM/z7D9VVVVVVVXtP27btm3btu0/hmEYhmEY7j+e53me53nuP7dt27Zt2+4/z/M8z/M87z/oeZ7neZ7vPwAAAAAAAPA/\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2514\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2515\",\"type\":\"UnionRenderers\"}},\"id\":\"1928\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2410\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2406\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2407\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2409\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2408\",\"type\":\"Selection\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1734\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2405\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2381\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2382\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2383\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2384\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2388\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2385\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2386\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2387\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2389\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2404\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2391\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2390\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2393\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2392\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2395\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2394\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2397\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2396\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2399\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2398\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2401\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2400\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2403\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2402\",\"type\":\"Selection\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1634\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1660\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1658\",\"type\":\"ColumnDataSource\"}},\"id\":\"1662\",\"type\":\"CDSView\"},{\"attributes\":{\"data_source\":{\"id\":\"1658\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1659\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1660\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1662\",\"type\":\"CDSView\"}},\"id\":\"1661\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1655\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1653\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1654\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1655\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1657\",\"type\":\"CDSView\"}},\"id\":\"1656\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"cUJKnmVEfz9xQkqeZUSPP9WxtzZMc5c/cUJKnmVEnz+Hae6Cv4qjP9WxtzZMc6c/I/qA6thbqz9xQkqeZUSvP2DFCSl5lrE/h2nugr+Ksz+uDdPcBX+1P9WxtzZMc7c//FWckJJnuT8j+oDq2Fu7P0qeZUQfUL0/cUJKnmVEvz9Mcxf8VZzAP2DFCSl5lsE/cxf8VZyQwj+Hae6Cv4rDP5q74K/ihMQ/rg3T3AV/xT/BX8UJKXnGP9WxtzZMc8c/6QOqY29tyD/8VZyQkmfJPxCojr21Yco/I/qA6thbyz83THMX/FXMP0qeZUQfUM0/XvBXcUJKzj9xQkqeZUTPP0JKnmVEH9A/THMX/FWc0D9WnJCSZxnRP2DFCSl5ltE/au6Cv4oT0j9zF/xVnJDSP31AdeytDdM/h2nugr+K0z+RkmcZ0QfUP5q74K/ihNQ/pORZRvQB1T+uDdPcBX/VP7g2THMX/NU/wV/FCSl51j/LiD6gOvbWP9WxtzZMc9c/39owzV3w1z/pA6pjb23YP/IsI/qA6tg//FWckJJn2T8GfxUnpOTZPxCojr21Ydo/GdEHVMfe2j8j+oDq2FvbPy0j+oDq2Ns/N0xzF/xV3D9AdeytDdPcP0qeZUQfUN0/VMfe2jDN3T9e8FdxQkreP2gZ0QdUx94/cUJKnmVE3z97a8M0d8HfP0JKnmVEH+A/x97aMM1d4D9Mcxf8VZzgP9EHVMfe2uA/VpyQkmcZ4T/bMM1d8FfhP2DFCSl5luE/5VlG9AHV4T9q7oK/ihPiP+6Cv4oTUuI/cxf8VZyQ4j/4qzghJc/iP31AdeytDeM/AtWxtzZM4z+Hae6Cv4rjPwz+Kk5IyeM/kZJnGdEH5D8VJ6TkWUbkP5q74K/ihOQ/H1Ade2vD5D+k5FlG9AHlPyl5lhF9QOU/rg3T3AV/5T8zog+ojr3lP7g2THMX/OU/PcuIPqA65j/BX8UJKXnmP0b0AdWxt+Y/y4g+oDr25j9QHXtrwzTnP9WxtzZMc+c/Wkb0AdWx5z/f2jDNXfDnP2RvbZjmLug/6QOqY29t6D9tmOYu+KvoP/IsI/qA6ug/d8FfxQkp6T/8VZyQkmfpP4Hq2Fsbpuk/Bn8VJ6Tk6T+LE1LyLCPqPxCojr21Yeo/lTzLiD6g6j8Z0QdUx97qP55lRB9QHes/I/qA6thb6z+ojr21YZrrPy0j+oDq2Os/src2THMX7D83THMX/FXsP7zgr+KElOw/QHXsrQ3T7D/FCSl5lhHtP0qeZUQfUO0/zzKiD6iO7T9Ux97aMM3tP9lbG6a5C+4/XvBXcUJK7j/jhJQ8y4juP2gZ0QdUx+4/7K0N09wF7z9xQkqeZUTvP/bWhmnugu8/e2vDNHfB7z8AAAAAAADwPw==\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2404\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2405\",\"type\":\"UnionRenderers\"}},\"id\":\"1653\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1653\",\"type\":\"ColumnDataSource\"}},\"id\":\"1657\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2398\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2399\",\"type\":\"UnionRenderers\"}},\"id\":\"1638\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2406\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2407\",\"type\":\"UnionRenderers\"}},\"id\":\"1658\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"GIZhGIZhiD8YhmEYhmGYP5IkSZIkSaI/GIZhGIZhqD+e53me53muP5IkSZIkSbI/VVVVVVVVtT8YhmEYhmG4P9u2bdu2bbs/nud5nud5vj8xDMMwDMPAP5IkSZIkScI/9DzP8zzPwz9VVVVVVVXFP7dt27Zt28Y/GIZhGIZhyD96nud5nufJP9u2bdu2bcs/Pc/zPM/zzD+e53me53nOPwAAAAAAANA/MQzDMAzD0D9iGIZhGIbRP5IkSZIkSdI/wzAMwzAM0z/0PM/zPM/TPyVJkiRJktQ/VVVVVVVV1T+GYRiGYRjWP7dt27Zt29Y/6Hme53me1z8YhmEYhmHYP0mSJEmSJNk/ep7neZ7n2T+rqqqqqqraP9u2bdu2bds/DMMwDMMw3D89z/M8z/PcP27btm3btt0/nud5nud53j/P8zzP8zzfPwAAAAAAAOA/GIZhGIZh4D8xDMMwDMPgP0mSJEmSJOE/YhiGYRiG4T96nud5nufhP5IkSZIkSeI/q6qqqqqq4j/DMAzDMAzjP9u2bdu2beM/9DzP8zzP4z8MwzAMwzDkPyVJkiRJkuQ/Pc/zPM/z5D9VVVVVVVXlP27btm3btuU/hmEYhmEY5j+e53me53nmP7dt27Zt2+Y/z/M8z/M85z/oeZ7neZ7nPwAAAAAAAOg/GIZhGIZh6D8xDMMwDMPoP0mSJEmSJOk/YhiGYRiG6T96nud5nufpP5IkSZIkSeo/q6qqqqqq6j/DMAzDMAzrP9u2bdu2bes/9DzP8zzP6z8MwzAMwzDsPyVJkiRJkuw/Pc/zPM/z7D9VVVVVVVXtP27btm3btu0/hmEYhmEY7j+e53me53nuP7dt27Zt2+4/z/M8z/M87z/oeZ7neZ7vPwAAAAAAAPA/\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2402\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2403\",\"type\":\"UnionRenderers\"}},\"id\":\"1648\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1654\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1649\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1664\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1648\",\"type\":\"ColumnDataSource\"}},\"id\":\"1652\",\"type\":\"CDSView\"},{\"attributes\":{\"data_source\":{\"id\":\"1648\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1649\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1650\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1652\",\"type\":\"CDSView\"}},\"id\":\"1651\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1650\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2400\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2401\",\"type\":\"UnionRenderers\"}},\"id\":\"1643\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1645\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1643\",\"type\":\"ColumnDataSource\"}},\"id\":\"1647\",\"type\":\"CDSView\"},{\"attributes\":{\"data_source\":{\"id\":\"1643\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1644\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1645\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1647\",\"type\":\"CDSView\"}},\"id\":\"1646\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"1638\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1639\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1640\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1642\",\"type\":\"CDSView\"}},\"id\":\"1641\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1644\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1639\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1659\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1633\",\"type\":\"ColumnDataSource\"}},\"id\":\"1637\",\"type\":\"CDSView\"},{\"attributes\":{\"data_source\":{\"id\":\"1633\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1634\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1635\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1637\",\"type\":\"CDSView\"}},\"id\":\"1636\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1638\",\"type\":\"ColumnDataSource\"}},\"id\":\"1642\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1635\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1640\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2396\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2397\",\"type\":\"UnionRenderers\"}},\"id\":\"1633\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1808\",\"type\":\"ColumnDataSource\"}},\"id\":\"1812\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1815\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2380\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"1813\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1814\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1815\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1817\",\"type\":\"CDSView\"}},\"id\":\"1816\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2379\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"1813\",\"type\":\"ColumnDataSource\"}},\"id\":\"1817\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"1162\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"2378\",\"type\":\"Selection\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2436\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2437\",\"type\":\"UnionRenderers\"}},\"id\":\"1733\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2375\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2468\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2469\",\"type\":\"UnionRenderers\"}},\"id\":\"1813\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1800\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2226\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2227\",\"type\":\"UnionRenderers\"}},\"id\":\"1208\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1799\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"1159\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"2372\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2377\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1790\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2458\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2459\",\"type\":\"UnionRenderers\"}},\"id\":\"1788\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2373\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"1793\",\"type\":\"ColumnDataSource\"}},\"id\":\"1797\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2354\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2352\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"1808\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1809\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1810\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1812\",\"type\":\"CDSView\"}},\"id\":\"1811\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2376\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"1788\",\"type\":\"ColumnDataSource\"}},\"id\":\"1792\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2353\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1795\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2345\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"dimension\":1,\"ticker\":{\"id\":\"1155\",\"type\":\"BasicTicker\"}},\"id\":\"1158\",\"type\":\"Grid\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1810\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2374\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2371\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"1803\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1804\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1805\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1807\",\"type\":\"CDSView\"}},\"id\":\"1806\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"overlay\":{\"id\":\"1184\",\"type\":\"BoxAnnotation\"}},\"id\":\"1161\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"source\":{\"id\":\"1803\",\"type\":\"ColumnDataSource\"}},\"id\":\"1807\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2355\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1814\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2358\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"1783\",\"type\":\"ColumnDataSource\"}},\"id\":\"1787\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"1155\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"2356\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2359\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2357\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2466\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2467\",\"type\":\"UnionRenderers\"}},\"id\":\"1808\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1809\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2363\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1805\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2360\",\"type\":\"Selection\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"cUJKnmVEfz9xQkqeZUSPP9WxtzZMc5c/cUJKnmVEnz+Hae6Cv4qjP9WxtzZMc6c/I/qA6thbqz9xQkqeZUSvP2DFCSl5lrE/h2nugr+Ksz+uDdPcBX+1P9WxtzZMc7c//FWckJJnuT8j+oDq2Fu7P0qeZUQfUL0/cUJKnmVEvz9Mcxf8VZzAP2DFCSl5lsE/cxf8VZyQwj+Hae6Cv4rDP5q74K/ihMQ/rg3T3AV/xT/BX8UJKXnGP9WxtzZMc8c/6QOqY29tyD/8VZyQkmfJPxCojr21Yco/I/qA6thbyz83THMX/FXMP0qeZUQfUM0/XvBXcUJKzj9xQkqeZUTPP0JKnmVEH9A/THMX/FWc0D9WnJCSZxnRP2DFCSl5ltE/au6Cv4oT0j9zF/xVnJDSP31AdeytDdM/h2nugr+K0z+RkmcZ0QfUP5q74K/ihNQ/pORZRvQB1T+uDdPcBX/VP7g2THMX/NU/wV/FCSl51j/LiD6gOvbWP9WxtzZMc9c/39owzV3w1z/pA6pjb23YP/IsI/qA6tg//FWckJJn2T8GfxUnpOTZPxCojr21Ydo/GdEHVMfe2j8j+oDq2FvbPy0j+oDq2Ns/N0xzF/xV3D9AdeytDdPcP0qeZUQfUN0/VMfe2jDN3T9e8FdxQkreP2gZ0QdUx94/cUJKnmVE3z97a8M0d8HfP0JKnmVEH+A/x97aMM1d4D9Mcxf8VZzgP9EHVMfe2uA/VpyQkmcZ4T/bMM1d8FfhP2DFCSl5luE/5VlG9AHV4T9q7oK/ihPiP+6Cv4oTUuI/cxf8VZyQ4j/4qzghJc/iP31AdeytDeM/AtWxtzZM4z+Hae6Cv4rjPwz+Kk5IyeM/kZJnGdEH5D8VJ6TkWUbkP5q74K/ihOQ/H1Ade2vD5D+k5FlG9AHlPyl5lhF9QOU/rg3T3AV/5T8zog+ojr3lP7g2THMX/OU/PcuIPqA65j/BX8UJKXnmP0b0AdWxt+Y/y4g+oDr25j9QHXtrwzTnP9WxtzZMc+c/Wkb0AdWx5z/f2jDNXfDnP2RvbZjmLug/6QOqY29t6D9tmOYu+KvoP/IsI/qA6ug/d8FfxQkp6T/8VZyQkmfpP4Hq2Fsbpuk/Bn8VJ6Tk6T+LE1LyLCPqPxCojr21Yeo/lTzLiD6g6j8Z0QdUx97qP55lRB9QHes/I/qA6thb6z+ojr21YZrrPy0j+oDq2Os/src2THMX7D83THMX/FXsP7zgr+KElOw/QHXsrQ3T7D/FCSl5lhHtP0qeZUQfUO0/zzKiD6iO7T9Ux97aMM3tP9lbG6a5C+4/XvBXcUJK7j/jhJQ8y4juP2gZ0QdUx+4/7K0N09wF7z9xQkqeZUTvP/bWhmnugu8/e2vDNHfB7z8AAAAAAADwPw==\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2464\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2465\",\"type\":\"UnionRenderers\"}},\"id\":\"1803\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2362\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2361\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"1788\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1789\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1790\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1792\",\"type\":\"CDSView\"}},\"id\":\"1791\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"1163\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"2364\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"1798\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1799\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1800\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1802\",\"type\":\"CDSView\"}},\"id\":\"1801\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"1160\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2462\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2463\",\"type\":\"UnionRenderers\"}},\"id\":\"1798\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1798\",\"type\":\"ColumnDataSource\"}},\"id\":\"1802\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1804\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1793\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1794\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1795\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1797\",\"type\":\"CDSView\"}},\"id\":\"1796\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2365\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2367\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2366\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2368\",\"type\":\"Selection\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1789\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1209\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1794\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2370\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2369\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"2NWSIXoMyr/gEmfY2yDIvwBMxy9vyMS/AEzHL2/IxL8ATMcvb8jEvxgpQn1+0sK/GClCfX7Swr8A3ulhG6vCv1Ak9FkEc7+/UCT0WQRzv79QJPRZBHO/v0BhQebP2K2/UE+KMN9NsD9wqdXETynBP2DmZHwictE/BGnvJoJb2T/ov/fRM+DZP+i/99Ez4Nk/WE5rbaSP2j9YTmttpI/aP1hOa22kj9o/6LfYh3/73z/ot9iHf/vfPzUulBm0heg/NS6UGbSF6D81LpQZtIXoPzUulBm0heg/NS6UGbSF6D8YoVAchRnpP4BlHVsUa+k/gGUdWxRr6T9aGJq4mmrqP1oYmriaauo/cj2C6I5z7D9yPYLojnPsP9wW3UezJ+0/bPn5vCeE7z9z23rQcnfwPwXHIWVKAvQ/BcchZUoC9D+0zN6c0IL0P1w940XlvfQ/mkXkPvin9T9nL5fX0OT1P5Z8qLfFU/Y/lnyot8VT9j90uuiuq6D2P5+ZHMFMMvc/n5kcwUwy9z+qojQeK4/3P6qiNB4rj/c/qqI0HiuP9z+qojQeK4/3P3dvAev3G/g/1yJeITLD+D/XIl4hMsP4P9dQJrgX7/k/Z6MvBwAl+j8puX+vp3T7P0pFH3Zlrvs/SkUfdmWu+z+KDdLWR/77PydR64CqqPw/Cw9W5mwY/T/XcE0EMHz9P9dwTQQwfP0/DZh8NjH7/T8LJrqxX47+P4fgdBUR3P4/h+B0FRHc/j9yiuyorQAAQKDgwAnIRgBAoODACchGAECg4MAJyEYAQDgX3Z/OpABARgeCJZrvAECkjuxvTF4BQKSO7G9MXgFApI7sb0xeAUCkjuxvTF4BQO4P8p+xXgFA7g/yn7FeAUBoDTwcoCMCQGgNPBygIwJAaA08HKAjAkA2X4PjdcwCQNTd0/qeAANAev4SFlgvA0B6/hIWWC8DQHr+EhZYLwNAev4SFlgvA0B6/hIWWC8DQAK/pFbb/ANAshJRcV8WBECyElFxXxYEQCiffJ/tIARAJGDSPS45BEAOx1HeCnAEQF4WcV9KbAVAXhZxX0psBUBeFnFfSmwFQIzD9yOIggVAVoBN+ym9BUBiMrP05EkGQKzobZH3WQZArOhtkfdZBkCY/K3CqV4GQOSK6Wct1AZA5IrpZy3UBkDkiulnLdQGQOSK6Wct1AZA5IrpZy3UBkDkEM835dkGQCIBAZBWBAdAIgEBkFYEB0BWTANkKzcIQFZMA2QrNwhAfBbitvmOCEB8FuK2+Y4IQBbYweZfmghAFtjB5l+aCEAUY/dCRNkJQGRZjrUCcgpAsoI9S9MPDEBGTr2Tkk0MQLSsWYz9VAxAbofkiWOMDEDmAB/h934NQNDXW/nqHhBA/AZVmeecEEDs3rkmYoUXQA==\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2460\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2461\",\"type\":\"UnionRenderers\"}},\"id\":\"1793\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2557\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"2053\",\"type\":\"ColumnDataSource\"}},\"id\":\"2057\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2059\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2558\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2559\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2560\",\"type\":\"Selection\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2566\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2567\",\"type\":\"UnionRenderers\"}},\"id\":\"2058\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"2058\",\"type\":\"ColumnDataSource\"}},\"id\":\"2062\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2060\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2563\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2561\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"2058\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"2059\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2060\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"2062\",\"type\":\"CDSView\"}},\"id\":\"2061\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2562\",\"type\":\"Selection\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2064\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"cUJKnmVEfz9xQkqeZUSPP9WxtzZMc5c/cUJKnmVEnz+Hae6Cv4qjP9WxtzZMc6c/I/qA6thbqz9xQkqeZUSvP2DFCSl5lrE/h2nugr+Ksz+uDdPcBX+1P9WxtzZMc7c//FWckJJnuT8j+oDq2Fu7P0qeZUQfUL0/cUJKnmVEvz9Mcxf8VZzAP2DFCSl5lsE/cxf8VZyQwj+Hae6Cv4rDP5q74K/ihMQ/rg3T3AV/xT/BX8UJKXnGP9WxtzZMc8c/6QOqY29tyD/8VZyQkmfJPxCojr21Yco/I/qA6thbyz83THMX/FXMP0qeZUQfUM0/XvBXcUJKzj9xQkqeZUTPP0JKnmVEH9A/THMX/FWc0D9WnJCSZxnRP2DFCSl5ltE/au6Cv4oT0j9zF/xVnJDSP31AdeytDdM/h2nugr+K0z+RkmcZ0QfUP5q74K/ihNQ/pORZRvQB1T+uDdPcBX/VP7g2THMX/NU/wV/FCSl51j/LiD6gOvbWP9WxtzZMc9c/39owzV3w1z/pA6pjb23YP/IsI/qA6tg//FWckJJn2T8GfxUnpOTZPxCojr21Ydo/GdEHVMfe2j8j+oDq2FvbPy0j+oDq2Ns/N0xzF/xV3D9AdeytDdPcP0qeZUQfUN0/VMfe2jDN3T9e8FdxQkreP2gZ0QdUx94/cUJKnmVE3z97a8M0d8HfP0JKnmVEH+A/x97aMM1d4D9Mcxf8VZzgP9EHVMfe2uA/VpyQkmcZ4T/bMM1d8FfhP2DFCSl5luE/5VlG9AHV4T9q7oK/ihPiP+6Cv4oTUuI/cxf8VZyQ4j/4qzghJc/iP31AdeytDeM/AtWxtzZM4z+Hae6Cv4rjPwz+Kk5IyeM/kZJnGdEH5D8VJ6TkWUbkP5q74K/ihOQ/H1Ade2vD5D+k5FlG9AHlPyl5lhF9QOU/rg3T3AV/5T8zog+ojr3lP7g2THMX/OU/PcuIPqA65j/BX8UJKXnmP0b0AdWxt+Y/y4g+oDr25j9QHXtrwzTnP9WxtzZMc+c/Wkb0AdWx5z/f2jDNXfDnP2RvbZjmLug/6QOqY29t6D9tmOYu+KvoP/IsI/qA6ug/d8FfxQkp6T/8VZyQkmfpP4Hq2Fsbpuk/Bn8VJ6Tk6T+LE1LyLCPqPxCojr21Yeo/lTzLiD6g6j8Z0QdUx97qP55lRB9QHes/I/qA6thb6z+ojr21YZrrPy0j+oDq2Os/src2THMX7D83THMX/FXsP7zgr+KElOw/QHXsrQ3T7D/FCSl5lhHtP0qeZUQfUO0/zzKiD6iO7T9Ux97aMM3tP9lbG6a5C+4/XvBXcUJK7j/jhJQ8y4juP2gZ0QdUx+4/7K0N09wF7z9xQkqeZUTvP/bWhmnugu8/e2vDNHfB7z8AAAAAAADwPw==\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2568\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2569\",\"type\":\"UnionRenderers\"}},\"id\":\"2063\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2564\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2566\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"2063\",\"type\":\"ColumnDataSource\"}},\"id\":\"2067\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2065\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2565\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2567\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"2063\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"2064\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2065\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"2067\",\"type\":\"CDSView\"}},\"id\":\"2066\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2069\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2568\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2606\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2539\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2570\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2571\",\"type\":\"UnionRenderers\"}},\"id\":\"2068\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2556\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"1203\",\"type\":\"ColumnDataSource\"}},\"id\":\"1207\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"2068\",\"type\":\"ColumnDataSource\"}},\"id\":\"2072\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2617\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2070\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2569\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2603\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2613\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"2068\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"2069\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2070\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"2072\",\"type\":\"CDSView\"}},\"id\":\"2071\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2540\",\"type\":\"Selection\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2074\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2542\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2541\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2607\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2572\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2573\",\"type\":\"UnionRenderers\"}},\"id\":\"2073\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2543\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2612\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2605\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"2073\",\"type\":\"ColumnDataSource\"}},\"id\":\"2077\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2075\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2544\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2602\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"2073\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"2074\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2075\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"2077\",\"type\":\"CDSView\"}},\"id\":\"2076\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2079\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2547\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2600\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2545\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2546\",\"type\":\"Selection\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2574\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2575\",\"type\":\"UnionRenderers\"}},\"id\":\"2078\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2549\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2601\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"2078\",\"type\":\"ColumnDataSource\"}},\"id\":\"2082\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2080\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2548\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"2078\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"2079\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2080\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"2082\",\"type\":\"CDSView\"}},\"id\":\"2081\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2615\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2084\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2604\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2554\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2610\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2551\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2619\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2550\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2618\",\"type\":\"Selection\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2576\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2577\",\"type\":\"UnionRenderers\"}},\"id\":\"2083\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2614\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"2083\",\"type\":\"ColumnDataSource\"}},\"id\":\"2087\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2553\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2085\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2552\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2611\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2608\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"2083\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"2084\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2085\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"2087\",\"type\":\"CDSView\"}},\"id\":\"2086\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2616\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2555\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2609\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1629\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1623\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1624\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1625\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1627\",\"type\":\"CDSView\"}},\"id\":\"1626\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"1618\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1619\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1620\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1622\",\"type\":\"CDSView\"}},\"id\":\"1621\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1625\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1623\",\"type\":\"ColumnDataSource\"}},\"id\":\"1627\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2392\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2393\",\"type\":\"UnionRenderers\"}},\"id\":\"1623\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1624\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2394\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2395\",\"type\":\"UnionRenderers\"}},\"id\":\"1628\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data_source\":{\"id\":\"1628\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1629\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1630\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1632\",\"type\":\"CDSView\"}},\"id\":\"1631\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1613\",\"type\":\"ColumnDataSource\"}},\"id\":\"1617\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2390\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2391\",\"type\":\"UnionRenderers\"}},\"id\":\"1618\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1628\",\"type\":\"ColumnDataSource\"}},\"id\":\"1632\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1630\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1618\",\"type\":\"ColumnDataSource\"}},\"id\":\"1622\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1619\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1620\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1613\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1614\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1615\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1617\",\"type\":\"CDSView\"}},\"id\":\"1616\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"1608\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1609\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1610\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1612\",\"type\":\"CDSView\"}},\"id\":\"1611\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1608\",\"type\":\"ColumnDataSource\"}},\"id\":\"1612\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1615\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1609\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1610\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1603\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1604\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1605\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1607\",\"type\":\"CDSView\"}},\"id\":\"1606\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1604\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"UFBxr3+Ryb8ATMcvb8jEvxgpQn1+0sK/AK99lMRMwr9QJPRZBHO/v4AD7wrjG7W/gAPvCuMbtb9AYUHmz9itv0BhQebP2K2/QGFB5s/Yrb9QT4ow302wP3Cp1cRPKcE/cKnVxE8pwT9g5mR8InLRP2DmZHwictE/sOyrRc7l1z8Eae8mglvZPwRp7yaCW9k/6L/30TPg2T/ov/fRM+DZP1hOa22kj9o/8E8hJFBy4z+wiX3PjV7mP7CJfc+NXuY/IDlKKwN85z8gOUorA3znPyA5SisDfOc/NS6UGbSF6D81LpQZtIXoPzUulBm0heg/GKFQHIUZ6T8YoVAchRnpPxihUByFGek/gGUdWxRr6T+AZR1bFGvpPz623dFETes/HHF5eX8x7T8ccXl5fzHtP9KA8kRVwe0/0oDyRFXB7T9s+fm8J4TvP3PbetByd/A/c9t60HJ38D/BrAwtcXvwP/nh3Kk/GfE/dUXlqc0W8j+0zN6c0IL0P2cvl9fQ5PU/Zy+X19Dk9T+WfKi3xVP2P3S66K6roPY/n5kcwUwy9z+qojQeK4/3P3dvAev3G/g/M3LSfipF+D8zctJ+KkX4P6hcneajo/g/P4th0TMU+T8/i2HRMxT5Pz+LYdEzFPk/LV9TarUe+T8tX1NqtR75PzON4p/YIfk/M43in9gh+T/XUCa4F+/5P9dQJrgX7/k/11AmuBfv+T9noy8HACX6P2ejLwcAJfo/Kbl/r6d0+z9KRR92Za77P4oN0tZH/vs/ig3S1kf++z8LD1bmbBj9P9dwTQQwfP0/pcmBoc2I/T+lyYGhzYj9P6XJgaHNiP0/pcmBoc2I/T8NmHw2Mfv9PwsmurFfjv4/Cya6sV+O/j+tBEdMD2H/P3KK7KitAABADtXyKNjOAEBGB4Ilmu8AQEYHgiWa7wBARgeCJZrvAEBO+ANDmRUBQE74A0OZFQFApI7sb0xeAUA2X4PjdcwCQDZfg+N1zAJANl+D43XMAkD+7RAkMvsCQNTd0/qeAANAoigu7KxFA0BWEcz2ZM0DQAK/pFbb/ANAshJRcV8WBEAkYNI9LjkEQCRg0j0uOQRAEhZzNfVpBEASFnM19WkEQBIWczX1aQRADsdR3gpwBECMw/cjiIIFQIzD9yOIggVAjMP3I4iCBUCMw/cjiIIFQFaATfspvQVAVoBN+ym9BUBiMrP05EkGQKzobZH3WQZAmPytwqleBkCY/K3CqV4GQOSK6Wct1AZA5IrpZy3UBkDkEM835dkGQCIBAZBWBAdAVkwDZCs3CEB8FuK2+Y4IQI6vm3ffgAlAFGP3QkTZCUBwC/SuvX4KQLKCPUvTDwxARk69k5JNDEDmAB/h934NQAf94+Lr+g9AB/3j4uv6D0D8BlWZ55wQQA==\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2384\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2385\",\"type\":\"UnionRenderers\"}},\"id\":\"1603\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2388\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2389\",\"type\":\"UnionRenderers\"}},\"id\":\"1613\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1614\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2386\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2387\",\"type\":\"UnionRenderers\"}},\"id\":\"1608\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1605\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1603\",\"type\":\"ColumnDataSource\"}},\"id\":\"1607\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1245\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2264\",\"type\":\"Selection\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1279\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1435\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1433\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1434\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1435\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1437\",\"type\":\"CDSView\"}},\"id\":\"1436\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2265\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2254\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2255\",\"type\":\"UnionRenderers\"}},\"id\":\"1278\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1433\",\"type\":\"ColumnDataSource\"}},\"id\":\"1437\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2266\",\"type\":\"Selection\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1439\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1278\",\"type\":\"ColumnDataSource\"}},\"id\":\"1282\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2267\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1280\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2268\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"1278\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1279\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1280\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1282\",\"type\":\"CDSView\"}},\"id\":\"1281\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2318\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2319\",\"type\":\"UnionRenderers\"}},\"id\":\"1438\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1284\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2269\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"1438\",\"type\":\"ColumnDataSource\"}},\"id\":\"1442\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1440\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2270\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"1438\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1439\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1440\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1442\",\"type\":\"CDSView\"}},\"id\":\"1441\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2256\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2257\",\"type\":\"UnionRenderers\"}},\"id\":\"1283\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2271\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1444\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1283\",\"type\":\"ColumnDataSource\"}},\"id\":\"1287\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2272\",\"type\":\"Selection\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1285\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2273\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"1283\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1284\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1285\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1287\",\"type\":\"CDSView\"}},\"id\":\"1286\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2320\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2321\",\"type\":\"UnionRenderers\"}},\"id\":\"1443\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1289\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2274\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"1443\",\"type\":\"ColumnDataSource\"}},\"id\":\"1447\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1445\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2275\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"1443\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1444\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1445\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1447\",\"type\":\"CDSView\"}},\"id\":\"1446\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2258\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2259\",\"type\":\"UnionRenderers\"}},\"id\":\"1288\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2276\",\"type\":\"Selection\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1449\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1288\",\"type\":\"ColumnDataSource\"}},\"id\":\"1292\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2277\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1290\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2278\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"1288\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1289\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1290\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1292\",\"type\":\"CDSView\"}},\"id\":\"1291\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2322\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2323\",\"type\":\"UnionRenderers\"}},\"id\":\"1448\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1294\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2279\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"1448\",\"type\":\"ColumnDataSource\"}},\"id\":\"1452\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1450\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2280\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"1448\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1449\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1450\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1452\",\"type\":\"CDSView\"}},\"id\":\"1451\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"UFBxr3+Ryb/gEmfY2yDIv+ASZ9jbIMi/4BJn2NsgyL8ATMcvb8jEvwBMxy9vyMS/AN7pYRurwr8Ar32UxEzCvwCvfZTETMK/YAqk6r2lu79w2e+vhGK6v2DtUm8SpKi/YO1SbxKkqL9QT4ow302wP1BPijDfTbA/UE+KMN9NsD9QT4ow302wP1BPijDfTbA/cKnVxE8pwT9wqdXETynBP2DmZHwictE/YOZkfCJy0T+w7KtFzuXXP+i32Id/+98/ThLD28jq5T9OEsPbyOrlP04Sw9vI6uU/ThLD28jq5T9OEsPbyOrlP7CJfc+NXuY/IDlKKwN85z81LpQZtIXoPyp9mfWnAuk/GKFQHIUZ6T8YoVAchRnpPxihUByFGek/gGUdWxRr6T8+tt3RRE3rP3I9guiOc+w/3BbdR7Mn7T9s+fm8J4TvP2z5+bwnhO8/c9t60HJ38D9z23rQcnfwP8GsDC1xe/A/wawMLXF78D/BrAwtcXvwP3VF5anNFvI/BcchZUoC9D95l0eBxE30P3mXR4HETfQ/IPO9CURm9D+0zN6c0IL0P2cvl9fQ5PU/Zy+X19Dk9T+WfKi3xVP2P5+ZHMFMMvc/qqI0HiuP9z93bwHr9xv4P3dvAev3G/g/1yJeITLD+D8/i2HRMxT5Pym5f6+ndPs/SkUfdmWu+z+KDdLWR/77PydR64CqqPw/Cw9W5mwY/T+VxE77bDv9P9dwTQQwfP0/13BNBDB8/T+1NHPLzY79Pw2YfDYx+/0/h+B0FRHc/j+tBEdMD2H/P60ER0wPYf8/corsqK0AAECg4MAJyEYAQKDgwAnIRgBARKdFohNxAEBEp0WiE3EAQDgX3Z/OpABAysv4HJusAEBGB4Ilmu8AQEYHgiWa7wBATvgDQ5kVAUBO+ANDmRUBQE74A0OZFQFA7g/yn7FeAUCatAd/AncBQGgNPBygIwJAaA08HKAjAkA2X4PjdcwCQDZfg+N1zAJAev4SFlgvA0B6/hIWWC8DQKIoLuysRQNAoigu7KxFA0BWEcz2ZM0DQFYRzPZkzQNAAr+kVtv8A0CyElFxXxYEQCiffJ/tIARAJGDSPS45BEASFnM19WkEQF4WcV9KbAVARil/HBBwBUCMw/cjiIIFQJj8rcKpXgZAmPytwqleBkCY/K3CqV4GQH7PpkgBcQZAfs+mSAFxBkDkEM835dkGQCIBAZBWBAdAIgEBkFYEB0Ao9i4DEREIQFZMA2QrNwhAVkwDZCs3CEB8FuK2+Y4IQBbYweZfmghAZFmOtQJyCkBkWY61AnIKQHAL9K69fgpAsoI9S9MPDECygj1L0w8MQG6H5IljjAxA5gAf4fd+DUAH/ePi6/oPQPwGVZnnnBBA7N65JmKFF0Ds3rkmYoUXQA==\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2260\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2261\",\"type\":\"UnionRenderers\"}},\"id\":\"1293\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2281\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1454\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1293\",\"type\":\"ColumnDataSource\"}},\"id\":\"1297\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2282\",\"type\":\"Selection\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1295\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2283\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"1293\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1294\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1295\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1297\",\"type\":\"CDSView\"}},\"id\":\"1296\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"cUJKnmVEfz9xQkqeZUSPP9WxtzZMc5c/cUJKnmVEnz+Hae6Cv4qjP9WxtzZMc6c/I/qA6thbqz9xQkqeZUSvP2DFCSl5lrE/h2nugr+Ksz+uDdPcBX+1P9WxtzZMc7c//FWckJJnuT8j+oDq2Fu7P0qeZUQfUL0/cUJKnmVEvz9Mcxf8VZzAP2DFCSl5lsE/cxf8VZyQwj+Hae6Cv4rDP5q74K/ihMQ/rg3T3AV/xT/BX8UJKXnGP9WxtzZMc8c/6QOqY29tyD/8VZyQkmfJPxCojr21Yco/I/qA6thbyz83THMX/FXMP0qeZUQfUM0/XvBXcUJKzj9xQkqeZUTPP0JKnmVEH9A/THMX/FWc0D9WnJCSZxnRP2DFCSl5ltE/au6Cv4oT0j9zF/xVnJDSP31AdeytDdM/h2nugr+K0z+RkmcZ0QfUP5q74K/ihNQ/pORZRvQB1T+uDdPcBX/VP7g2THMX/NU/wV/FCSl51j/LiD6gOvbWP9WxtzZMc9c/39owzV3w1z/pA6pjb23YP/IsI/qA6tg//FWckJJn2T8GfxUnpOTZPxCojr21Ydo/GdEHVMfe2j8j+oDq2FvbPy0j+oDq2Ns/N0xzF/xV3D9AdeytDdPcP0qeZUQfUN0/VMfe2jDN3T9e8FdxQkreP2gZ0QdUx94/cUJKnmVE3z97a8M0d8HfP0JKnmVEH+A/x97aMM1d4D9Mcxf8VZzgP9EHVMfe2uA/VpyQkmcZ4T/bMM1d8FfhP2DFCSl5luE/5VlG9AHV4T9q7oK/ihPiP+6Cv4oTUuI/cxf8VZyQ4j/4qzghJc/iP31AdeytDeM/AtWxtzZM4z+Hae6Cv4rjPwz+Kk5IyeM/kZJnGdEH5D8VJ6TkWUbkP5q74K/ihOQ/H1Ade2vD5D+k5FlG9AHlPyl5lhF9QOU/rg3T3AV/5T8zog+ojr3lP7g2THMX/OU/PcuIPqA65j/BX8UJKXnmP0b0AdWxt+Y/y4g+oDr25j9QHXtrwzTnP9WxtzZMc+c/Wkb0AdWx5z/f2jDNXfDnP2RvbZjmLug/6QOqY29t6D9tmOYu+KvoP/IsI/qA6ug/d8FfxQkp6T/8VZyQkmfpP4Hq2Fsbpuk/Bn8VJ6Tk6T+LE1LyLCPqPxCojr21Yeo/lTzLiD6g6j8Z0QdUx97qP55lRB9QHes/I/qA6thb6z+ojr21YZrrPy0j+oDq2Os/src2THMX7D83THMX/FXsP7zgr+KElOw/QHXsrQ3T7D/FCSl5lhHtP0qeZUQfUO0/zzKiD6iO7T9Ux97aMM3tP9lbG6a5C+4/XvBXcUJK7j/jhJQ8y4juP2gZ0QdUx+4/7K0N09wF7z9xQkqeZUTvP/bWhmnugu8/e2vDNHfB7z8AAAAAAADwPw==\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2324\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2325\",\"type\":\"UnionRenderers\"}},\"id\":\"1453\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1299\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2284\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"1453\",\"type\":\"ColumnDataSource\"}},\"id\":\"1457\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1455\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2285\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"1453\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1454\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1455\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1457\",\"type\":\"CDSView\"}},\"id\":\"1456\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2262\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2263\",\"type\":\"UnionRenderers\"}},\"id\":\"1298\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2286\",\"type\":\"Selection\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1459\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1298\",\"type\":\"ColumnDataSource\"}},\"id\":\"1302\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2287\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1300\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2288\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"1298\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1299\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1300\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1302\",\"type\":\"CDSView\"}},\"id\":\"1301\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"GIZhGIZhiD8YhmEYhmGYP5IkSZIkSaI/GIZhGIZhqD+e53me53muP5IkSZIkSbI/VVVVVVVVtT8YhmEYhmG4P9u2bdu2bbs/nud5nud5vj8xDMMwDMPAP5IkSZIkScI/9DzP8zzPwz9VVVVVVVXFP7dt27Zt28Y/GIZhGIZhyD96nud5nufJP9u2bdu2bcs/Pc/zPM/zzD+e53me53nOPwAAAAAAANA/MQzDMAzD0D9iGIZhGIbRP5IkSZIkSdI/wzAMwzAM0z/0PM/zPM/TPyVJkiRJktQ/VVVVVVVV1T+GYRiGYRjWP7dt27Zt29Y/6Hme53me1z8YhmEYhmHYP0mSJEmSJNk/ep7neZ7n2T+rqqqqqqraP9u2bdu2bds/DMMwDMMw3D89z/M8z/PcP27btm3btt0/nud5nud53j/P8zzP8zzfPwAAAAAAAOA/GIZhGIZh4D8xDMMwDMPgP0mSJEmSJOE/YhiGYRiG4T96nud5nufhP5IkSZIkSeI/q6qqqqqq4j/DMAzDMAzjP9u2bdu2beM/9DzP8zzP4z8MwzAMwzDkPyVJkiRJkuQ/Pc/zPM/z5D9VVVVVVVXlP27btm3btuU/hmEYhmEY5j+e53me53nmP7dt27Zt2+Y/z/M8z/M85z/oeZ7neZ7nPwAAAAAAAOg/GIZhGIZh6D8xDMMwDMPoP0mSJEmSJOk/YhiGYRiG6T96nud5nufpP5IkSZIkSeo/q6qqqqqq6j/DMAzDMAzrP9u2bdu2bes/9DzP8zzP6z8MwzAMwzDsPyVJkiRJkuw/Pc/zPM/z7D9VVVVVVVXtP27btm3btu0/hmEYhmEY7j+e53me53nuP7dt27Zt2+4/z/M8z/M87z/oeZ7neZ7vPwAAAAAAAPA/\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2326\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2327\",\"type\":\"UnionRenderers\"}},\"id\":\"1458\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1304\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2289\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"1458\",\"type\":\"ColumnDataSource\"}},\"id\":\"1462\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1460\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2290\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"1458\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1459\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1460\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1462\",\"type\":\"CDSView\"}},\"id\":\"1461\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2264\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2265\",\"type\":\"UnionRenderers\"}},\"id\":\"1303\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2291\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#1f77b3\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1464\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1303\",\"type\":\"ColumnDataSource\"}},\"id\":\"1307\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2292\",\"type\":\"Selection\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1305\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2293\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2344\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"1303\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1304\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1305\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1307\",\"type\":\"CDSView\"}},\"id\":\"1306\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[131]}},\"selected\":{\"id\":\"2328\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2329\",\"type\":\"UnionRenderers\"}},\"id\":\"1463\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[84]},\"y\":{\"__ndarray__\":\"GIZhGIZhiD8YhmEYhmGYP5IkSZIkSaI/GIZhGIZhqD+e53me53muP5IkSZIkSbI/VVVVVVVVtT8YhmEYhmG4P9u2bdu2bbs/nud5nud5vj8xDMMwDMPAP5IkSZIkScI/9DzP8zzPwz9VVVVVVVXFP7dt27Zt28Y/GIZhGIZhyD96nud5nufJP9u2bdu2bcs/Pc/zPM/zzD+e53me53nOPwAAAAAAANA/MQzDMAzD0D9iGIZhGIbRP5IkSZIkSdI/wzAMwzAM0z/0PM/zPM/TPyVJkiRJktQ/VVVVVVVV1T+GYRiGYRjWP7dt27Zt29Y/6Hme53me1z8YhmEYhmHYP0mSJEmSJNk/ep7neZ7n2T+rqqqqqqraP9u2bdu2bds/DMMwDMMw3D89z/M8z/PcP27btm3btt0/nud5nud53j/P8zzP8zzfPwAAAAAAAOA/GIZhGIZh4D8xDMMwDMPgP0mSJEmSJOE/YhiGYRiG4T96nud5nufhP5IkSZIkSeI/q6qqqqqq4j/DMAzDMAzjP9u2bdu2beM/9DzP8zzP4z8MwzAMwzDkPyVJkiRJkuQ/Pc/zPM/z5D9VVVVVVVXlP27btm3btuU/hmEYhmEY5j+e53me53nmP7dt27Zt2+Y/z/M8z/M85z/oeZ7neZ7nPwAAAAAAAOg/GIZhGIZh6D8xDMMwDMPoP0mSJEmSJOk/YhiGYRiG6T96nud5nufpP5IkSZIkSeo/q6qqqqqq6j/DMAzDMAzrP9u2bdu2bes/9DzP8zzP6z8MwzAMwzDsPyVJkiRJkuw/Pc/zPM/z7D9VVVVVVVXtP27btm3btu0/hmEYhmEY7j+e53me53nuP7dt27Zt2+4/z/M8z/M87z/oeZ7neZ7vPwAAAAAAAPA/\",\"dtype\":\"float64\",\"shape\":[84]}},\"selected\":{\"id\":\"2266\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2267\",\"type\":\"UnionRenderers\"}},\"id\":\"1308\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2294\",\"type\":\"Selection\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.02},\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_alpha\":{\"value\":0.02},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1309\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2295\",\"type\":\"UnionRenderers\"}],\"root_ids\":[\"1140\"]},\"title\":\"Bokeh Application\",\"version\":\"1.4.0\"}};\n", " var render_items = [{\"docid\":\"29d07622-79c0-44a4-9ac3-c9e3c86b0566\",\"roots\":{\"1140\":\"27c4d18f-dfad-4ee2-9d4b-5f2c5dd70223\"}}];\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", " var attempts = 0;\n", " var 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": "1140" } }, "output_type": "display_data" } ], "source": [ "p = bokeh_catplot.ecdf(df, cats=\"Treatment\", val=\"Alive Sperm Millions\")\n", "\n", "for _ in range(100):\n", " # Get x-y values for ECDF\n", " p = plot_ecdf(\n", " draw_bs_sample(alive_ctrl_shift),\n", " color=colorcet.b_glasbey_category10[0],\n", " alpha=0.02,\n", " p=p,\n", " )\n", " p = plot_ecdf(\n", " draw_bs_sample(alive_pest_shift),\n", " color=colorcet.b_glasbey_category10[1],\n", " alpha=0.02,\n", " p=p,\n", " )\n", "\n", "bokeh.io.show(p)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The blue-orange haze in between the ECDFs of the original data are the bootstrap samples under the null hypothesis. Only on rare occurrence does that haze reach the original ECDFs, so we might suspect that the observed data might not be all that probable under the null hypothesis. Let's perform the hypothesis test." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "p-value = 7.5e-06\n" ] } ], "source": [ "@numba.njit\n", "def draw_bs_reps_diff_mean(x, y, size=1):\n", " \"\"\"\n", " Generate bootstrap replicates with difference of means\n", " as the test statistic.\n", " \"\"\"\n", " out = np.empty(size)\n", " for i in range(size):\n", " out[i] = np.mean(draw_bs_sample(x)) - np.mean(draw_bs_sample(y))\n", " return out\n", "\n", "\n", "# Generate samples (10 million again)\n", "bs_reps = draw_bs_reps_diff_mean(alive_ctrl_shift, alive_pest_shift, size=10000000)\n", "\n", "# Compute p-value\n", "p_val = np.sum(bs_reps >= diff_mean) / len(bs_reps)\n", "\n", "print(\"p-value =\", p_val)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This p-value is of similar magnitude as what we got from the permutation test." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Simulating a hypothesis: challenging and rewarding\n", "\n", "As you can see from the above examples with permutation and bootstrap hypothesis tests, the part of the procedure that requires the most thought and care is simulating the null hypothesis. For a test where we are comparing means, we needed to shift the distributions so that all other aspects of the distribution remain the same, and then resample from the shifted distribution. \n", "\n", "The strength of doing these kinds of hypothesis tests is that they are entirely nonparametric. There is not need to specify a probability distribution for the null hypothesis; you can just make statements about how the two distributions you are comparing are related." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Computing environment" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPython 3.7.5\n", "IPython 7.1.1\n", "\n", "numpy 1.17.3\n", "pandas 0.24.2\n", "numba 0.46.0\n", "altair 3.2.0\n", "bokeh 1.4.0\n", "colorcet 1.0.0\n", "bokeh_catplot 0.1.6\n", "jupyterlab 1.1.4\n" ] } ], "source": [ "%load_ext watermark\n", "\n", "%watermark -v -p numpy,pandas,numba,altair,bokeh,colorcet,bokeh_catplot,jupyterlab" ] } ], "metadata": { "anaconda-cloud": {}, "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.5" } }, "nbformat": 4, "nbformat_minor": 4 }