{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Introduction to the bootstrap\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": [ "We have discussed the **plug-in principle**, in which we approximate the distribution function of the generative model, $F$, with the **empirical distribution function**, $\\hat{F}$. We then approximate all statistical functionals of $F$ using $\\hat{F}$; $T(F)\\approx T(\\hat{F})$. Using the frequentist perspective we talked about using the plug-in principle and **bootstrapping** to compute confidence intervals and do hypothesis testing. In this lesson, we will go over how we implement this in practice. We will work with some real data on the reproductive health of male bees that have been treated with pesticide.\n", "\n", "It is important as you go through this lesson to remember that you do not know what the generative distribution is. We are only approximating it using the plug-in principle. Since we do not know what $F$ is, we do not know what its parameters are, so we therefore cannot estimate them. Rather, we can study **summary statistics**, which are plug-in estimates for statistical functionals of the generative distribution, such as means, variances, or even the ECDF itself, and how they may vary from experiment to experiment. In this sense, we are doing **nonparametric inference**. We do not have a parametrized model in mind, but are investigating how experimental results might vary upon repetition of the experiment." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## The data set\n", "\n", "Neonicotinoid pesticides are thought to have inadvertent effects on service-providing insects such as bees. A study of this was [featured in the New York Times](http://www.nytimes.com/2016/07/29/science/neonicotinoid-insecticide-bee-sperm.html). The original paper by Straub and coworkers may be found [here](http://dx.doi.org/10.1098/rspb.2016.0506). The authors put their [data in the Dryad repository](http://dx.doi.org/10.5061/dryad.bs515), which means that it is free to all to work with!\n", "\n", "(Do you see a trend here? If you want people to think deeply about your results, explore them, learn from them, in general further science with them, *make your data publicly available.* Strongly encourage the members of your lab to do the same.)\n", "\n", "We will look at the sperm quality of drone bees using [this data set](https://s3.amazonaws.com/bebi103.caltech.edu/data/bee_sperm.csv). First, let's load in the data set and check it out." ] }, { "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": [ "We are interested in the number of alive sperm in the samples. Let's first explore the data by making ECDFs for the two groups we will compare, those treated with pesticide (\"Pesticide\") and those that are not (\"Control\")." ] }, { "cell_type": "code", "execution_count": 3, "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 = {\"31a16119-035c-4749-a512-75f832bb93dd\":{\"roots\":{\"references\":[{\"attributes\":{\"below\":[{\"id\":\"1011\",\"type\":\"LinearAxis\"}],\"center\":[{\"id\":\"1015\",\"type\":\"Grid\"},{\"id\":\"1020\",\"type\":\"Grid\"},{\"id\":\"1047\",\"type\":\"Legend\"}],\"left\":[{\"id\":\"1016\",\"type\":\"LinearAxis\"}],\"plot_height\":300,\"plot_width\":400,\"renderers\":[{\"id\":\"1038\",\"type\":\"GlyphRenderer\"},{\"id\":\"1053\",\"type\":\"GlyphRenderer\"}],\"title\":{\"id\":\"1040\",\"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\":{\"label\":{\"value\":\"Pesticide\"},\"renderers\":[{\"id\":\"1053\",\"type\":\"GlyphRenderer\"}]},\"id\":\"1064\",\"type\":\"LegendItem\"},{\"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\":\"1037\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"1063\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"callback\":null},\"id\":\"1003\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"1024\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"1042\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"1017\",\"type\":\"BasicTicker\"},{\"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\":\"1046\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"axis_label\":\"ECDF\",\"formatter\":{\"id\":\"1044\",\"type\":\"BasicTickFormatter\"},\"ticker\":{\"id\":\"1017\",\"type\":\"BasicTicker\"}},\"id\":\"1016\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"1044\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"click_policy\":\"hide\",\"items\":[{\"id\":\"1048\",\"type\":\"LegendItem\"},{\"id\":\"1064\",\"type\":\"LegendItem\"}],\"location\":\"bottom_right\"},\"id\":\"1047\",\"type\":\"Legend\"},{\"attributes\":{},\"id\":\"1026\",\"type\":\"HelpTool\"},{\"attributes\":{\"callback\":null},\"id\":\"1005\",\"type\":\"DataRange1d\"},{\"attributes\":{\"text\":\"\"},\"id\":\"1040\",\"type\":\"Title\"},{\"attributes\":{\"overlay\":{\"id\":\"1046\",\"type\":\"BoxAnnotation\"}},\"id\":\"1023\",\"type\":\"BoxZoomTool\"},{\"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\":{\"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],\"Alive Sperm Millions\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"AliveSperm\":[671343,529238,1896892,202140,2264194,1071483,1968871,68750,3459582,0,1798906,2598269,1394775,1161450,545318,2661958,510809,465918,1390000,206101,590467,1433700,0,32177,1504174,438317,0,2485856,3640329,2398660,1042478,1625757,970250,783096,294470,2609829,488988,1562292,648782,716664,2121685,440482,1188283,1881829,959213,1870000,1920863,2349820,2193438,0,563716,922726,345157,2092801,1142366,3618797,1092574,1399562,1716090,316770,571248,293000,1186429,900160,1664653,2014402,1737078,3754376,1016412,668278,953248,698023,1244052,2379557,539265,1599635,1907126,2137981,1408528,276099,1635970,2557625,1032314,0,1670505,3088661,0,1832075,1176291,765848],\"Cage\":[7,7,7,7,7,7,7,7,7,7,8,8,8,8,8,8,8,8,9,9,9,9,9,9,9,9,9,10,10,10,10,10,10,10,10,11,11,11,11,11,11,11,11,11,11,12,12,12,12,12,12,12,16,16,16,16,16,16,17,17,17,17,17,26,26,26,26,26,26,26,26,26,26,27,27,27,27,27,27,27,27,27,28,28,28,28,28,28,28,28],\"Colony\":[9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,27,27,27,27,27,27,27,27,27,27,27,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84],\"Dead Sperm Millions\":{\"__ndarray__\":\"q5MzFHe8vT+Piv87okKVP4TtJ2N8mL0//lvJjo1AvD/gEoB/SpXEP/t8lBEXgLo/GtzWFp6X1z+amZmZmZmxP2x2pPrOL9Q/AAAAAAAAAACIMenvpfDEP4sUysLX17Y/YVRSJ6CJtD/ysFBrmnfWP8ix9QzhmKU/S5ARUOEI3D9SK0zfawi6P2GpLuBlhrU/PQrXo3A91j8XvVMB9zy7P4knu5nRj5Y/kst/SL99nT8AAAAAAAAAACZtqu6RzXU/b2qg+Zy70z/MgR5q2zC2PzMzMzMzM8M/n1p9dVWg8T/Kp8e2DDjeP94a2CrB4tw/MgQAx5495D/1a+un/yzhPzeJQWDl0Lo/3Vz8bU+QwD9IMxZNZyfVPxGGAUuu4uo/nwjiPJzA6j/guIybGmjqP0CIZMixNQJATfG4qBYR4T/X+iKhLafwP6DFUiRfCbw/LiC0Hr5Mxj97KxIT1LDwP2GGxhNBnNo/7FG4HoXr3T8aHZCEfbvvP1Fmg0wycrY/2SH+YUuPpj8zMzMzMzMJQKRskbQbfbw/m/2Bctu+1T+1UZ0OZD2xP5qw/WSMD94/Rpp4B3hS9T+nXyLeOv/ZP7tDigESTbg/1q4JaY1Bwz8XK2owDcOnP8Gy0qQUdM8/yk4/qIsUyj946SYxCKx8Pwz+fjFbspo/MLYQ5KCEqT8kk1M7w1TqP14vTRHg9Mo/YCFzZVBt2j/jOVtAaD3EP7jwvFRszLs/hPQUOUTcyD/yPo7myMrXP3E6yVaXU9c/5Gcj100pxz/MttPWiCD1P/yMCwdCsqg/bATidf0C5D9+x/DYz+LxP771Yb1RK98/FMjsLHqn0j+Uv3tHjQmpP3QMyF7v/sw/DAIrhxbZuj/Dz38PXrvaPwAAAAAAAAAAAB3mywuw2j8icCTQYFPaP83MzMzMTAJAQfFjzF1Lyj9FRZxOstXHP5BN8iN+xcI/\",\"dtype\":\"float64\",\"shape\":[90]},\"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\"],\"Infertil\":[0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0],\"Quality\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"Quantity\":[787500,550000,2012500,312500,2425000,1175000,2337500,137500,3775000,0,1962500,2687500,1475000,1512500,587500,3100000,612500,550000,1737500,312500,612500,1462500,0,37500,1812500,525000,150000,3587500,4112500,2850000,1675000,2162500,1075000,912500,625000,3450000,1325000,2387500,2925000,1250000,3162500,550000,1362500,2925000,1375000,2337500,2912500,2437500,2237500,3150000,675000,1262500,412500,2562500,2475000,4025000,1187500,1550000,1762500,562500,775000,300000,1212500,950000,2487500,2225000,2150000,3912500,1125000,862500,1325000,1062500,1425000,3700000,587500,2225000,3025000,2625000,1700000,325000,1862500,2662500,1450000,0,2087500,3500000,2287500,2037500,1362500,912500],\"Quantity Millions\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"Sample\":[1,10,2,3,4,5,6,7,8,9,1,10,4,5,6,7,8,9,1,2,3,4,5,6,7,8,9,1,2,3,4,5,6,7,8,1,10,2,3,4,5,6,7,8,9,1,2,3,4,5,6,7,1,2,3,4,5,6,1,2,3,4,5,1,10,2,3,4,5,6,7,8,9,1,2,3,4,5,6,7,8,9,1,2,3,4,5,6,7,8],\"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\",\"P9-1-9\",\"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\",\"P9-3-5\",\"P9-3-6\",\"P9-3-7\",\"P9-3-8\",\"P9-3-9\",\"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\",\"P10-3-5\",\"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\",\"P84-3-2\",\"P84-3-3\",\"P84-3-4\",\"P84-3-5\",\"P84-3-6\",\"P84-3-7\",\"P84-3-8\"],\"Specimen\":[16,19,17,21,22,23,24,25,26,18,33,104,34,35,36,20,101,103,99,38,98,37,40,39,92,93,94,45,44,135,64,67,46,63,156,60,87,56,55,54,53,49,89,88,57,72,73,74,75,76,137,136,27,28,29,30,31,32,97,102,95,96,100,138,147,139,140,141,142,143,144,145,146,118,119,120,121,122,123,124,125,126,148,149,150,151,152,153,154,155],\"Sperm Volume per 500 ul\":[787500,550000,2012500,312500,2425000,1175000,2337500,137500,3775000,0,1962500,2687500,1475000,1512500,587500,3100000,612500,550000,1737500,312500,612500,1462500,0,37500,1812500,525000,150000,3587500,4112500,2850000,1675000,2162500,1075000,912500,625000,3450000,1325000,2387500,2925000,1250000,3162500,550000,1362500,2925000,1375000,2337500,2912500,2437500,2237500,3150000,675000,1262500,412500,2562500,2475000,4025000,1187500,1550000,1762500,562500,775000,300000,1212500,950000,2487500,2225000,2150000,3912500,1125000,862500,1325000,1062500,1425000,3700000,587500,2225000,3025000,2625000,1700000,325000,1862500,2662500,1450000,0,2087500,3500000,2287500,2037500,1362500,912500],\"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\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\"],\"TreatmentNCSS\":[2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2],\"ViabilityRaw (%)\":[\"85.25\",\"96.225240761533\",\"94.2555474050981\",\"64.6849816849817\",\"93.3688363420629\",\"91.1901154401154\",\"84.2298005331373\",\"50\",\"91.6445716674518\",\"76.3333333333333\",\"91.6640169952838\",\"96.6798007811359\",\"94.5610812944981\",\"76.7901234567901\",\"92.8202433478271\",\"85.8696381925479\",\"83.3974358974359\",\"84.7125031830914\",\"80\",\"65.952380952381\",\"96.4028944911298\",\"98.0307692307692\",\"0\",\"85.8057628645864\",\"82.98892351\",\"83.4890585\",\"0\",\"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\",\"0\",\"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\",\"NO SPERM\",\"80.02419964\",\"88.2474712\",\"0\",\"89.91779766\",\"86.33333333\",\"83.9286198\"],\"__ECDF\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"__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\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\"],\"index\":[47,48,49,50,51,52,53,54,55,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,79,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98,128,129,130,131,132,133,134,135,136,137,138,208,209,210,211,212,213,214,215,216,217,218,219,220,221,222,223,224,225,226,227,228,229,230,231,232,233,234]},\"selected\":{\"id\":\"1074\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1075\",\"type\":\"UnionRenderers\"}},\"id\":\"1049\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data_source\":{\"id\":\"1034\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1036\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1037\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1039\",\"type\":\"CDSView\"}},\"id\":\"1038\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1034\",\"type\":\"ColumnDataSource\"}},\"id\":\"1039\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"1007\",\"type\":\"LinearScale\"},{\"attributes\":{\"label\":{\"value\":\"Control\"},\"renderers\":[{\"id\":\"1038\",\"type\":\"GlyphRenderer\"}]},\"id\":\"1048\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"1025\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"1009\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"1012\",\"type\":\"BasicTicker\"},{\"attributes\":{\"fill_color\":{\"value\":\"#1f77b3\"},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"Alive Sperm Millions\"},\"y\":{\"field\":\"__ECDF\"}},\"id\":\"1036\",\"type\":\"Circle\"},{\"attributes\":{\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"Alive Sperm Millions\"},\"y\":{\"field\":\"__ECDF\"}},\"id\":\"1051\",\"type\":\"Circle\"},{\"attributes\":{\"dimension\":1,\"ticker\":{\"id\":\"1017\",\"type\":\"BasicTicker\"}},\"id\":\"1020\",\"type\":\"Grid\"},{\"attributes\":{\"callback\":null,\"data\":{\"Age (d)\":[14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14],\"Alive Sperm Millions\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"AliveSperm\":[2079617,2204001,86406,1749139,1552456,2582087,3307631,2316533,85204,1325000,43750,998574,3463340,2287466,1948233,2604907,1853125,0,2312725,1507220,366326,200000,3259191,2612500,3109371,3420179,605654,184126,1799685,2106079,3026182,1057766,3302065,2630370,3028475,3240586,1585761,1528614,109404,2607556,2232584,1144545,1866286,1085435,917163,3037431,2920989,4262446,2349246,1482812,1162103,1704706,2415363,50000,0,2050716,1739081,504844,2499648,2160980,149796,1803016,3770130,2142012,28747,3018334,1462042,2075072,628463,2333251,2403297,1262390,1013827,1261415,2367799,1016618,0,3088647,1300917,1772204,1802250,2760173,2403490,1501239,1779908,3537922,5000000,69886,3085855,1600616,4229773,89285,3544138,2748331,2707543,966141,1514190,3739980,931295,3919249,1121359,1646479,3181822,2193449,4237665,2078152,731978,2266814,2786961,647270,3773752,1962330,2910129,2059261,2062500,1143349,295941,636562,0,0,0,6112510,3800802,2783990,839957,4385480,2911971,129187,0,2949618,2743177,1026574,1627705,1362820,1682033,1217135,2641274,1981833,124255,173958,2023431,2730718,2033052,0,32500],\"Cage\":[1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,2,2,2,3,3,3,3,3,3,3,3,3,3,4,4,4,4,4,4,4,4,5,5,5,5,5,5,5,6,6,6,6,13,13,13,13,13,13,13,13,13,13,14,14,14,14,14,14,14,14,14,15,15,15,15,15,15,15,15,15,15,18,18,18,18,18,18,18,19,19,19,19,19,19,19,19,19,20,20,20,20,20,20,20,20,20,21,21,21,21,21,21,22,22,22,22,22,22,22,22,22,22,23,23,23,23,23,23,23,23,24,24,24,24,24,24,24,24,24,24,25,25,25,25,25,25,25,25,25,25],\"Colony\":[2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80],\"Dead Sperm Millions\":{\"__ndarray__\":\"GsIxy54Esj8Rqz/CMGC1P0pdMo6R7FE/8MFrlzYcwD91kNeDSfGhP+xnsRTJV5I/yT1d3bHYuj/3lnK+2HvPP1L1K50Pz2I/AAAAAAAAAABmZmZmZmamPy5vDtdqD5s/TYkkehnFoj/mWrQAbauJP7pHNlfNc7A/nU1HADeLuz/NzMzMzMzKPwAAAAAAAAAAtFn1udqKuT/bbRea6zSSP7kdGhajrpU/AAAAAAAAAAAp6WFodXK6PwAAAAAAAAAAC7YRT3Yztz899N2tLNHLP2jROxVwz5M/0ENtG0ZBkD+ZLy/APpoBQMMstHOaBcw/mpfD7juG1T9DrP4Iw4DTPxVXlX1XxPY/tvgUAOMZlD88vVKWIY7HPw/xD1t6NMk/j8ahfhe20T+G56ViY17RPyFblq/L8I8/LLtgcM0d2T8Zq83/q47oP21RZoNMMr4/rye6Lvzg5T/rqGqCqDv1P9BHGXEBaLg/3C3JAbua1T8bLQd6qO3qP5j5Dn7iANg/x7d3DfrS5D99WkV/aObVP90NorWizak/jo8WZwxz4T+y1lBqL6LPPwAAAAAAAAAAAAAAAAAAAABmUG1wIvrhP1BSYAFMGdc/Ydo391ePuz8SbFz/rs/gPwZHyatzDOI/xt0gWivavD/3dHXHYpvYP9CbilQYW+k/lREXgEbp3j/6Yu/FF+2BP/SkTGpoA+M/R1LSw9DqvD9nJhjONczkPzI5tTNMbaE/5ZoCmZ1F1D9enznrU461PyRdM/lmm9k/ca/MW3Ud1z9eonprYKvdP1FoWfePhcI/kDUjg9xFzD+amZmZmZmJPzm8ICI17dc/qaj6lc6Hrz/mB67yBMLGP9NNYhBYObw/wy0fSUkPvz8bu0T11sDCP3rlettMhdE/0Chd+pek6j85eCY0SSzbPwAAAAAAAAAAuCQH7GrydD+oUrMHWoHeP0iphCf0+uc/zuDvF7Ol4D9v9Zz0vvGFPxCxwcJJmp8/cceb/Badxj9ccXFUbqLIP5oiwOldvKc/ZHWr56T3tT+WW1oNiXvEP+2ZJQFqank/yCO4kbJFvj8TYi6p2m7XP5/MP/omTbc/BKbTug1qnz/o9SfxuRO4P/GdmPViKLM/s5lDUgslgz/hQ4mWPJ52P5SFr691qeI/IElJD0OryT+lg/V/DvPJP+wQ/7ClR98/NCkF3V7SzD8VVFT9SufBP9wQ4zWv6pw/AAAAAAAAAAALfEW3XtPSP9hIEoQroHA/yk4/qIsUqj9mZmZmZmb1PwAAAAAAAAAAmpmZmZmZqT+RYRVvZB7NP8akv5fCg74/C7q9pDFa5D/xhF5/Eh/lPx8RUyKJXt4/L/mf/N070z8rNBDLZg6hPwAAAAAAAAAAIk4n2epyxj+Pozmy8svfP7fwvFRszMc/CaLuA5Dayj+z9KEL6lvOP/XZAdcVM74/0R3EzhQ6pz8v+Z/83TuyP8EGRIgrZ58/KLhYUYNpSD86IAn7dhJRP8FxGTc10Iw/uLHZkeo72T9TPgRVo1fjP3sUrkfhepQ/SOF6FK5HsT8=\",\"dtype\":\"float64\",\"shape\":[145]},\"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\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\"],\"Infertil\":[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],\"Quality\":{\"__ndarray__\":\"T5SrCH0uWECNQ/5AYxZYQAAAAAAAsFhA7zlaGmVSV0BquIZruHJYQC1KRiPo01hAbX91yVI7WEDbLf8jr5lWQNT8sEgZWFhAAAAAAAAAWUAAAAAAAABJQEno0CIBW1hAFXG1Uve8WEBtTEHoH91YQH/OLfSfM1hA2M5MLCQCWEAz2WSTTXZWQAAAAAAAAPh/P1mMFVD3V0A8RO3IYrVYQLigjCtNoldAAAAAAAAAWUCg8rdWXjtYQAAAAAAAAFlAe3VEdL5KWEAJ2NSaooFXQK7KdJ7nOVhAXVAAQRAEV0B4s0gL/n5GQOCMcTBhpVZAl5cV7d5/VkCjl2rJl2hTQNm/gJijeFFAprgmtJfQWEC8jXLVYZFXQLyNctVhkVdA9XC4RQ9JVUBkJSAFEztVQPHXAWN/4VVAnMC2dsm6VUCsbnnV2JpSQI7ZJ7oNqlZAFmRwOQNMUkChaz4L/n5GQK1PczBhpVZA+jwT7d5/VkCz8mvJl2hTQAngzv9n+lZABUJ1AbqTU0AAAAAAAFBUQO8XCOb99VdAT9q3L/HwUkDVDKSR8a1WQAAAAAAAAFlAAAAAAAAA+H+upHCYw59TQCrD7bgOtFRAiwGpfhybVEA7gtj2gqhUQB1YE3tU01NAGpceC1mITEAzTqZ+HJtUQO1e1faCqFRA8qYR6W1mVEDQ9uCcLipTQEWLhYRc41RAJzfEV/80V0CDYvG8kAlTQJeTDt4wt1dAd9E+8wUDVkB11TTWWydYQL4uw3+6+1JADMQ20uduUkAcJY7ACEhSQJjBGJFoj1dAnSci7KmJVEAAAAAAAAAAAJRGKRr7TFZAvg05z7veV0Ap+jIHd7hWQBGZijAPj1dAJq+hvIbyV0AQYbf9SZBXQNjV5CnrJFVApWo30VkIUUDjIjEgP1JWQAAAAAAAAFlAbdYqC7BLV0Cd7dmMtqdVQCIE3NofB1FAGJRIJhBDVkDjIjEgP1JWQInACIzAyFhANzMLOnF9V0C2KdGmRFdXQGbstoz42ldAtEH5oMKoV0BnyAKXZ/lXQAgkRkuk1VhAAghXoo5EWEA+4Gzgq9hSQCO2qyK7sFdAcQICXOLCWEDE3AWU3fhXQDAs2RPxkFhAUM5u4VfjWEDPuFvnFdBYQEo7PQhk4lNA7zlaGmVSV0A0UfC8kAlTQFB6tnkpIlZA+5tIFzhtVkA486s5gNpXQKJ7GFJsqVhAAAAAAAAAWUBaNT0IZOJTQAAEGVJsqVhAYh1cdNElV0AAAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H9w6bGKWxpYQO6rLm9kPVhAAOpEXM5ZVECCd/yXov9LQMhJ1CYej1ZAIZ2YM0ipVkAAAAAAAOBTQAAAAAAAAPh/Tt4lytGYV0CQKPobnypVQJAo+hufKlVA746lpkklVkBXCzj8R0tVQCgogUOQXFdAKeeW+AcaWEAtPZh28ldYQOl5nud5nlhAn+d5nufZWECf53me59lYQDzP8zzP01hAgjLz1ILYVUAJHh3PSEVTQAAAAAAAAAAAAAAAAABAQEA=\",\"dtype\":\"float64\",\"shape\":[145]},\"Quantity\":[2150000,2287500,87500,1875000,1587500,2600000,3412500,2562500,87500,1325000,87500,1025000,3500000,2300000,2012500,2712500,2062500,0,2412500,1525000,387500,200000,3362500,2612500,3200000,3637500,625000,200000,4000000,2325000,3362500,1362500,4725000,2650000,3212500,3437500,1862500,1800000,125000,3000000,3000000,1262500,2550000,2412500,1012500,3375000,3762500,4637500,3000000,1825000,1212500,2250000,2662500,50000,0,2612500,2100000,612500,3025000,2725000,262500,2187500,4562500,2625000,37500,3612500,1575000,2725000,662500,2650000,2487500,1662500,1375000,1725000,2512500,1237500,12500,3462500,1362500,1950000,1912500,2881500,2550000,1775000,2612500,3962500,5000000,75000,3562500,2350000,4750000,100000,3575000,2925000,2900000,1012500,1600000,3900000,937500,4037500,1487500,1737500,3212500,2287500,4312500,2087500,737500,2850000,2987500,850000,4262500,2187500,3050000,2087500,2062500,1437500,300000,687500,1337500,0,50000,6340000,3920000,3420000,1500000,4860000,3212500,162500,0,3125000,3240000,1212500,1837500,1600000,1800000,1262500,2712500,2012500,125000,175000,2037500,3125000,2637500,20000,100000],\"Quantity Millions\":{\"__ndarray__\":\"MzMzMzMzAUDNzMzMzEwCQGZmZmZmZrY/AAAAAAAA/j9mZmZmZmb5P83MzMzMzARAzczMzMxMC0AAAAAAAIAEQGZmZmZmZrY/MzMzMzMz9T9mZmZmZma2P2ZmZmZmZvA/AAAAAAAADEBmZmZmZmYCQJqZmZmZGQBAMzMzMzOzBUAAAAAAAIAAQAAAAAAAAAAAzczMzMxMA0BmZmZmZmb4P83MzMzMzNg/mpmZmZmZyT9mZmZmZuYKQGZmZmZm5gRAmpmZmZmZCUCamZmZmRkNQAAAAAAAAOQ/mpmZmZmZyT8AAAAAAAAQQJqZmZmZmQJAZmZmZmbmCkDNzMzMzMz1P2ZmZmZm5hJAMzMzMzMzBUAzMzMzM7MJQAAAAAAAgAtAzczMzMzM/T/NzMzMzMz8PwAAAAAAAMA/AAAAAAAACEAAAAAAAAAIQDMzMzMzM/Q/ZmZmZmZmBEDNzMzMzEwDQDMzMzMzM/A/AAAAAAAAC0CamZmZmRkOQM3MzMzMjBJAAAAAAAAACEAzMzMzMzP9P2ZmZmZmZvM/AAAAAAAAAkDNzMzMzEwFQJqZmZmZmak/AAAAAAAAAABmZmZmZuYEQM3MzMzMzABAmpmZmZmZ4z8zMzMzMzMIQM3MzMzMzAVAzczMzMzM0D8AAAAAAIABQAAAAAAAQBJAAAAAAAAABUAzMzMzMzOjP2ZmZmZm5gxAMzMzMzMz+T/NzMzMzMwFQDMzMzMzM+U/MzMzMzMzBUBmZmZmZuYDQJqZmZmZmfo/AAAAAAAA9j+amZmZmZn7P5qZmZmZGQRAzczMzMzM8z+amZmZmZmJPzMzMzMzswtAzczMzMzM9T8zMzMzMzP/P5qZmZmZmf4/WmQ7308NB0BmZmZmZmYEQGZmZmZmZvw/ZmZmZmbmBEAzMzMzM7MPQAAAAAAAABRAMzMzMzMzsz8AAAAAAIAMQM3MzMzMzAJAAAAAAAAAE0CamZmZmZm5P5qZmZmZmQxAZmZmZmZmB0AzMzMzMzMHQDMzMzMzM/A/mpmZmZmZ+T8zMzMzMzMPQAAAAAAAAO4/ZmZmZmYmEEDNzMzMzMz3P83MzMzMzPs/MzMzMzOzCUDNzMzMzEwCQAAAAAAAQBFAMzMzMzOzAECamZmZmZnnP83MzMzMzAZAZmZmZmbmB0AzMzMzMzPrP83MzMzMDBFAAAAAAACAAUBmZmZmZmYIQDMzMzMzswBAAAAAAACAAEAAAAAAAAD3PzMzMzMzM9M/AAAAAAAA5j9mZmZmZmb1PwAAAAAAAAAAmpmZmZmZqT9cj8L1KFwZQFyPwvUoXA9AXI/C9ShcC0AAAAAAAAD4P3E9CtejcBNAMzMzMzOzCUDNzMzMzMzEPwAAAAAAAAAAAAAAAAAACUDsUbgehesJQGZmZmZmZvM/ZmZmZmZm/T+amZmZmZn5P83MzMzMzPw/MzMzMzMz9D8zMzMzM7MFQJqZmZmZGQBAAAAAAAAAwD9mZmZmZmbGP83MzMzMTABAAAAAAAAACUCamZmZmRkFQHsUrkfhepQ/mpmZmZmZuT8=\",\"dtype\":\"float64\",\"shape\":[145]},\"Sample\":[1,2,3,4,5,6,7,8,9,1,10,2,3,4,5,6,7,8,1,10,2,3,4,5,6,7,8,9,1,2,3,4,5,6,7,8,1,2,3,4,5,6,7,1,2,3,4,1,10,2,3,4,5,6,7,8,9,1,2,3,4,5,6,7,8,9,1,10,2,3,4,5,6,7,8,9,2,5,1,3,4,6,7,1,2,3,4,5,6,7,8,9,1,2,3,4,5,6,7,8,9,1,2,3,4,5,6,5,1,10,2,3,4,6,7,8,9,1,2,4,5,6,7,8,9,1,10,2,3,4,5,6,7,8,9,3,1,2,3,4,5,6,7,8,9],\"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\",\"C2-2-1\",\"C2-2-10\",\"C2-2-2\",\"C2-2-3\",\"C2-2-4\",\"C2-2-5\",\"C2-2-6\",\"C2-2-7\",\"C2-2-8\",\"C2-3-1\",\"C2-3-10\",\"C2-3-2\",\"C2-3-3\",\"C2-3-4\",\"C2-3-5\",\"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\",\"C26-1-6\",\"C26-1-7\",\"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\",\"51-1-2\",\"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\",\"C51-2-4\",\"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\",\"C77-3-7\",\"C77-3-8\",\"C77-3-9\",\"C80-1-1\",\"C80-1-2\",\"C80-1-4\",\"C80-1-5\",\"C80-1-6\",\"C80-1-7\",\"C80-1-8\",\"C80-1-9\",\"C80-2-1\",\"C80-2-10\",\"C80-2-2\",\"C80-2-3\",\"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\",\"C80-3-8\",\"C80-3-9\"],\"Specimen\":[227,228,229,230,231,232,233,234,235,236,244,237,238,239,240,241,242,243,247,255,248,249,250,256,251,252,253,254,167,168,169,170,171,172,173,174,127,128,129,130,131,132,134,71,70,69,68,47,199,186,59,196,61,197,198,133,50,65,62,66,175,176,177,48,178,179,157,166,158,159,160,161,162,163,164,165,43,41,185,108,224,217,51,117,116,115,114,113,112,111,110,109,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,42,91,52,180,181,182,183,184,90,58,258,105,107,257,220,221,222,223,218,86,200,201,202,219,203,204,205,206,106,77,78,79,80,81,82,83,84,85],\"Sperm Volume per 500 ul\":[2150000,2287500,87500,1875000,1587500,2600000,3412500,2562500,87500,1325000,87500,1025000,3500000,2300000,2012500,2712500,2062500,0,2412500,1525000,387500,200000,3362500,2612500,3200000,3637500,625000,200000,4000000,2325000,3362500,1362500,4725000,2650000,3212500,3437500,1862500,1800000,125000,3000000,3000000,1262500,2550000,2412500,1012500,3375000,3762500,4637500,3000000,1825000,1212500,2250000,2662500,50000,0,2612500,2100000,612500,3025000,2725000,262500,2187500,4562500,2625000,37500,3612500,1575000,2725000,662500,2650000,2487500,1662500,1375000,1725000,2512500,1237500,12500,3462500,1362500,1950000,1912500,2881500,2550000,1775000,2612500,3962500,5000000,75000,3562500,2350000,4750000,100000,3575000,2925000,2900000,1012500,1600000,3900000,937500,4037500,1487500,1737500,3212500,2287500,4312500,2087500,737500,2850000,2987500,850000,4262500,2187500,3050000,2087500,2062500,1437500,300000,687500,1337500,0,50000,6340000,3920000,3420000,1500000,4860000,3212500,162500,0,3125000,3240000,1212500,1837500,1600000,1800000,1262500,2712500,2012500,125000,175000,2037500,3125000,2637500,20000,100000],\"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\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\"],\"TreatmentNCSS\":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],\"ViabilityRaw (%)\":[\"96.7263814616756\",\"96.3498079760595\",\"98.75\",\"93.2874208336941\",\"97.7925061050061\",\"99.3110435663627\",\"96.9269279143752\",\"90.4013147346481\",\"97.3765432098765\",\"100\",\"50\",\"97.4219443359481\",\"98.952595402898\",\"99.4550724637681\",\"96.8066378066378\",\"96.0334578275755\",\"89.8484848484848\",\"97.1783101955516\",\"95.86426295\",\"98.83415435\",\"94.53596009\",\"100\",\"96.92763298\",\"100\",\"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\",\"100\",\"0\",\"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\",\"0\",\"89.2028260615428\",\"95.48021298\",\"90.8822649\",\"94.2353021005149\",\"95.7894736842105\",\"94.2545160570919\",\"84.57685325\",\"68.13048201\",\"89.28510289\",\"100\",\"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\",\"100\",\"79.5373554799784\",\"98.6472363704961\",\"92.59090909\",\"NO SPERM\",\"No Sperm\",\"NO SPERM\",\"96.411837266676\",\"96.9592550235536\",\"81.403220240878\",\"55.997149465823\",\"90.2362153123023\",\"90.6450318327302\",\"79.5\",\"No Sperm\",\"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\",\"0\",\"32.5\"],\"__ECDF\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"__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\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\"],\"index\":[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,99,100,101,102,103,104,105,106,107,108,109,110,111,112,113,114,115,116,117,118,119,120,121,122,123,124,125,126,127,139,140,141,142,143,144,145,146,147,148,149,150,151,152,153,154,155,156,157,158,159,160,161,162,163,164,165,166,167,168,169,170,171,172,173,174,175,176,177,178,179,180,181,182,183,184,185,186,187,188,189,190,191,192,193,194,195,196,197,198,199,200,201,202,203,204,205,206,207]},\"selected\":{\"id\":\"1062\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1063\",\"type\":\"UnionRenderers\"}},\"id\":\"1034\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"1062\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"1075\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"1074\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"1049\",\"type\":\"ColumnDataSource\"}},\"id\":\"1054\",\"type\":\"CDSView\"},{\"attributes\":{\"data_source\":{\"id\":\"1049\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1051\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1052\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1054\",\"type\":\"CDSView\"}},\"id\":\"1053\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"ticker\":{\"id\":\"1012\",\"type\":\"BasicTicker\"}},\"id\":\"1015\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"1021\",\"type\":\"PanTool\"},{\"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\":\"1052\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"1022\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"axis_label\":\"Alive Sperm Millions\",\"formatter\":{\"id\":\"1042\",\"type\":\"BasicTickFormatter\"},\"ticker\":{\"id\":\"1012\",\"type\":\"BasicTicker\"}},\"id\":\"1011\",\"type\":\"LinearAxis\"}],\"root_ids\":[\"1002\"]},\"title\":\"Bokeh Application\",\"version\":\"1.4.0\"}};\n", " var render_items = [{\"docid\":\"31a16119-035c-4749-a512-75f832bb93dd\",\"roots\":{\"1002\":\"ee10051c-2829-4e82-a693-d0ccea598a48\"}}];\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": [ "p = bokeh_catplot.ecdf(df, cats='Treatment', val='Alive Sperm Millions')\n", "\n", "bokeh.io.show(p)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The visual inspection of the ECDFs suggests that indeed the control drones have more alive sperm than those treated with pesticide. But how variable would these ECDFs be if we repeated the experiment?" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Utility plotting functions\n", "\n", "Since we will use Numpy arrays for much of the analysis going forward, and for our purposes here, we wish to avoid placing them in data frames to use `bokeh_catplot` to plot the ECDFs, we will write a utility function to quickly plot an ECDF from a Numpy array, possibly populating an existing plot." ] }, { "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" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Bootstrap samples and ECDFs\n", "\n", "To address this question, we can generate bootstrap samples from the experimental data and make lots of ECDFs. We can then plot them all to see how the ECDF might vary. Recall that a bootstrap sample from a data set of $n$ repeated measurements is generated by drawing $n$ data points out of the original data set with replacement. The `rg.choice()` function allows for randomly drawing elements out of an array. Let's generate 100 bootstrap samples and plot their ECDFs to visualize how our data set might change as we repeat the experiment." ] }, { "cell_type": "code", "execution_count": 5, "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 = {\"758f667e-1ee2-4f31-a2c3-582e596a3ce7\":{\"roots\":{\"references\":[{\"attributes\":{\"below\":[{\"id\":\"1011\",\"type\":\"LinearAxis\"}],\"center\":[{\"id\":\"1015\",\"type\":\"Grid\"},{\"id\":\"1020\",\"type\":\"Grid\"},{\"id\":\"1047\",\"type\":\"Legend\"}],\"left\":[{\"id\":\"1016\",\"type\":\"LinearAxis\"}],\"plot_height\":300,\"plot_width\":400,\"renderers\":[{\"id\":\"1038\",\"type\":\"GlyphRenderer\"},{\"id\":\"1053\",\"type\":\"GlyphRenderer\"},{\"id\":\"1145\",\"type\":\"GlyphRenderer\"},{\"id\":\"1163\",\"type\":\"GlyphRenderer\"},{\"id\":\"1183\",\"type\":\"GlyphRenderer\"},{\"id\":\"1205\",\"type\":\"GlyphRenderer\"},{\"id\":\"1229\",\"type\":\"GlyphRenderer\"},{\"id\":\"1255\",\"type\":\"GlyphRenderer\"},{\"id\":\"1283\",\"type\":\"GlyphRenderer\"},{\"id\":\"1313\",\"type\":\"GlyphRenderer\"},{\"id\":\"1345\",\"type\":\"GlyphRenderer\"},{\"id\":\"1379\",\"type\":\"GlyphRenderer\"},{\"id\":\"1415\",\"type\":\"GlyphRenderer\"},{\"id\":\"1453\",\"type\":\"GlyphRenderer\"},{\"id\":\"1493\",\"type\":\"GlyphRenderer\"},{\"id\":\"1535\",\"type\":\"GlyphRenderer\"},{\"id\":\"1579\",\"type\":\"GlyphRenderer\"},{\"id\":\"1625\",\"type\":\"GlyphRenderer\"},{\"id\":\"1673\",\"type\":\"GlyphRenderer\"},{\"id\":\"1723\",\"type\":\"GlyphRenderer\"},{\"id\":\"1775\",\"type\":\"GlyphRenderer\"},{\"id\":\"1829\",\"type\":\"GlyphRenderer\"},{\"id\":\"1885\",\"type\":\"GlyphRenderer\"},{\"id\":\"1943\",\"type\":\"GlyphRenderer\"},{\"id\":\"2003\",\"type\":\"GlyphRenderer\"},{\"id\":\"2065\",\"type\":\"GlyphRenderer\"},{\"id\":\"2129\",\"type\":\"GlyphRenderer\"},{\"id\":\"2195\",\"type\":\"GlyphRenderer\"},{\"id\":\"2263\",\"type\":\"GlyphRenderer\"},{\"id\":\"2333\",\"type\":\"GlyphRenderer\"},{\"id\":\"2405\",\"type\":\"GlyphRenderer\"},{\"id\":\"2479\",\"type\":\"GlyphRenderer\"},{\"id\":\"2555\",\"type\":\"GlyphRenderer\"},{\"id\":\"2633\",\"type\":\"GlyphRenderer\"},{\"id\":\"2713\",\"type\":\"GlyphRenderer\"},{\"id\":\"2795\",\"type\":\"GlyphRenderer\"},{\"id\":\"2879\",\"type\":\"GlyphRenderer\"},{\"id\":\"2965\",\"type\":\"GlyphRenderer\"},{\"id\":\"3053\",\"type\":\"GlyphRenderer\"},{\"id\":\"3143\",\"type\":\"GlyphRenderer\"},{\"id\":\"3235\",\"type\":\"GlyphRenderer\"},{\"id\":\"3329\",\"type\":\"GlyphRenderer\"},{\"id\":\"3425\",\"type\":\"GlyphRenderer\"},{\"id\":\"3523\",\"type\":\"GlyphRenderer\"},{\"id\":\"3623\",\"type\":\"GlyphRenderer\"},{\"id\":\"3725\",\"type\":\"GlyphRenderer\"},{\"id\":\"3829\",\"type\":\"GlyphRenderer\"},{\"id\":\"3935\",\"type\":\"GlyphRenderer\"},{\"id\":\"4043\",\"type\":\"GlyphRenderer\"},{\"id\":\"4153\",\"type\":\"GlyphRenderer\"},{\"id\":\"4265\",\"type\":\"GlyphRenderer\"},{\"id\":\"4379\",\"type\":\"GlyphRenderer\"},{\"id\":\"4495\",\"type\":\"GlyphRenderer\"},{\"id\":\"4613\",\"type\":\"GlyphRenderer\"},{\"id\":\"4733\",\"type\":\"GlyphRenderer\"},{\"id\":\"4855\",\"type\":\"GlyphRenderer\"},{\"id\":\"4979\",\"type\":\"GlyphRenderer\"},{\"id\":\"5105\",\"type\":\"GlyphRenderer\"},{\"id\":\"5233\",\"type\":\"GlyphRenderer\"},{\"id\":\"5363\",\"type\":\"GlyphRenderer\"},{\"id\":\"5495\",\"type\":\"GlyphRenderer\"},{\"id\":\"5629\",\"type\":\"GlyphRenderer\"},{\"id\":\"5765\",\"type\":\"GlyphRenderer\"},{\"id\":\"5903\",\"type\":\"GlyphRenderer\"},{\"id\":\"6043\",\"type\":\"GlyphRenderer\"},{\"id\":\"6185\",\"type\":\"GlyphRenderer\"},{\"id\":\"6329\",\"type\":\"GlyphRenderer\"},{\"id\":\"6475\",\"type\":\"GlyphRenderer\"},{\"id\":\"6623\",\"type\":\"GlyphRenderer\"},{\"id\":\"6773\",\"type\":\"GlyphRenderer\"},{\"id\":\"6925\",\"type\":\"GlyphRenderer\"},{\"id\":\"7079\",\"type\":\"GlyphRenderer\"},{\"id\":\"7235\",\"type\":\"GlyphRenderer\"},{\"id\":\"7393\",\"type\":\"GlyphRenderer\"},{\"id\":\"7553\",\"type\":\"GlyphRenderer\"},{\"id\":\"7715\",\"type\":\"GlyphRenderer\"},{\"id\":\"7879\",\"type\":\"GlyphRenderer\"},{\"id\":\"8045\",\"type\":\"GlyphRenderer\"},{\"id\":\"8213\",\"type\":\"GlyphRenderer\"},{\"id\":\"8383\",\"type\":\"GlyphRenderer\"},{\"id\":\"8555\",\"type\":\"GlyphRenderer\"},{\"id\":\"8729\",\"type\":\"GlyphRenderer\"},{\"id\":\"8905\",\"type\":\"GlyphRenderer\"},{\"id\":\"9083\",\"type\":\"GlyphRenderer\"},{\"id\":\"9263\",\"type\":\"GlyphRenderer\"},{\"id\":\"9445\",\"type\":\"GlyphRenderer\"},{\"id\":\"9629\",\"type\":\"GlyphRenderer\"},{\"id\":\"9815\",\"type\":\"GlyphRenderer\"},{\"id\":\"10003\",\"type\":\"GlyphRenderer\"},{\"id\":\"10193\",\"type\":\"GlyphRenderer\"},{\"id\":\"10385\",\"type\":\"GlyphRenderer\"},{\"id\":\"10579\",\"type\":\"GlyphRenderer\"},{\"id\":\"10775\",\"type\":\"GlyphRenderer\"},{\"id\":\"10973\",\"type\":\"GlyphRenderer\"},{\"id\":\"11173\",\"type\":\"GlyphRenderer\"},{\"id\":\"11375\",\"type\":\"GlyphRenderer\"},{\"id\":\"11579\",\"type\":\"GlyphRenderer\"},{\"id\":\"11785\",\"type\":\"GlyphRenderer\"},{\"id\":\"11993\",\"type\":\"GlyphRenderer\"},{\"id\":\"12203\",\"type\":\"GlyphRenderer\"},{\"id\":\"12415\",\"type\":\"GlyphRenderer\"},{\"id\":\"12629\",\"type\":\"GlyphRenderer\"},{\"id\":\"12845\",\"type\":\"GlyphRenderer\"},{\"id\":\"13063\",\"type\":\"GlyphRenderer\"},{\"id\":\"13283\",\"type\":\"GlyphRenderer\"},{\"id\":\"13505\",\"type\":\"GlyphRenderer\"},{\"id\":\"13729\",\"type\":\"GlyphRenderer\"},{\"id\":\"13955\",\"type\":\"GlyphRenderer\"},{\"id\":\"14183\",\"type\":\"GlyphRenderer\"},{\"id\":\"14413\",\"type\":\"GlyphRenderer\"},{\"id\":\"14645\",\"type\":\"GlyphRenderer\"},{\"id\":\"14879\",\"type\":\"GlyphRenderer\"},{\"id\":\"15115\",\"type\":\"GlyphRenderer\"},{\"id\":\"15353\",\"type\":\"GlyphRenderer\"},{\"id\":\"15593\",\"type\":\"GlyphRenderer\"},{\"id\":\"15835\",\"type\":\"GlyphRenderer\"},{\"id\":\"16079\",\"type\":\"GlyphRenderer\"},{\"id\":\"16325\",\"type\":\"GlyphRenderer\"},{\"id\":\"16573\",\"type\":\"GlyphRenderer\"},{\"id\":\"16823\",\"type\":\"GlyphRenderer\"},{\"id\":\"17075\",\"type\":\"GlyphRenderer\"},{\"id\":\"17329\",\"type\":\"GlyphRenderer\"},{\"id\":\"17585\",\"type\":\"GlyphRenderer\"},{\"id\":\"17843\",\"type\":\"GlyphRenderer\"},{\"id\":\"18103\",\"type\":\"GlyphRenderer\"},{\"id\":\"18365\",\"type\":\"GlyphRenderer\"},{\"id\":\"18629\",\"type\":\"GlyphRenderer\"},{\"id\":\"18895\",\"type\":\"GlyphRenderer\"},{\"id\":\"19163\",\"type\":\"GlyphRenderer\"},{\"id\":\"19433\",\"type\":\"GlyphRenderer\"},{\"id\":\"19705\",\"type\":\"GlyphRenderer\"},{\"id\":\"19979\",\"type\":\"GlyphRenderer\"},{\"id\":\"20255\",\"type\":\"GlyphRenderer\"},{\"id\":\"20533\",\"type\":\"GlyphRenderer\"},{\"id\":\"20813\",\"type\":\"GlyphRenderer\"},{\"id\":\"21095\",\"type\":\"GlyphRenderer\"},{\"id\":\"21379\",\"type\":\"GlyphRenderer\"},{\"id\":\"21665\",\"type\":\"GlyphRenderer\"},{\"id\":\"21953\",\"type\":\"GlyphRenderer\"},{\"id\":\"22243\",\"type\":\"GlyphRenderer\"},{\"id\":\"22535\",\"type\":\"GlyphRenderer\"},{\"id\":\"22829\",\"type\":\"GlyphRenderer\"},{\"id\":\"23125\",\"type\":\"GlyphRenderer\"},{\"id\":\"23423\",\"type\":\"GlyphRenderer\"},{\"id\":\"23723\",\"type\":\"GlyphRenderer\"},{\"id\":\"24025\",\"type\":\"GlyphRenderer\"},{\"id\":\"24329\",\"type\":\"GlyphRenderer\"},{\"id\":\"24635\",\"type\":\"GlyphRenderer\"},{\"id\":\"24943\",\"type\":\"GlyphRenderer\"},{\"id\":\"25253\",\"type\":\"GlyphRenderer\"},{\"id\":\"25565\",\"type\":\"GlyphRenderer\"},{\"id\":\"25879\",\"type\":\"GlyphRenderer\"},{\"id\":\"26195\",\"type\":\"GlyphRenderer\"},{\"id\":\"26513\",\"type\":\"GlyphRenderer\"},{\"id\":\"26833\",\"type\":\"GlyphRenderer\"},{\"id\":\"27155\",\"type\":\"GlyphRenderer\"},{\"id\":\"27479\",\"type\":\"GlyphRenderer\"},{\"id\":\"27805\",\"type\":\"GlyphRenderer\"},{\"id\":\"28133\",\"type\":\"GlyphRenderer\"},{\"id\":\"28463\",\"type\":\"GlyphRenderer\"},{\"id\":\"28795\",\"type\":\"GlyphRenderer\"},{\"id\":\"29129\",\"type\":\"GlyphRenderer\"},{\"id\":\"29465\",\"type\":\"GlyphRenderer\"},{\"id\":\"29803\",\"type\":\"GlyphRenderer\"},{\"id\":\"30143\",\"type\":\"GlyphRenderer\"},{\"id\":\"30485\",\"type\":\"GlyphRenderer\"},{\"id\":\"30829\",\"type\":\"GlyphRenderer\"},{\"id\":\"31175\",\"type\":\"GlyphRenderer\"},{\"id\":\"31523\",\"type\":\"GlyphRenderer\"},{\"id\":\"31873\",\"type\":\"GlyphRenderer\"},{\"id\":\"32225\",\"type\":\"GlyphRenderer\"},{\"id\":\"32579\",\"type\":\"GlyphRenderer\"},{\"id\":\"32935\",\"type\":\"GlyphRenderer\"},{\"id\":\"33293\",\"type\":\"GlyphRenderer\"},{\"id\":\"33653\",\"type\":\"GlyphRenderer\"},{\"id\":\"34015\",\"type\":\"GlyphRenderer\"},{\"id\":\"34379\",\"type\":\"GlyphRenderer\"},{\"id\":\"34745\",\"type\":\"GlyphRenderer\"},{\"id\":\"35113\",\"type\":\"GlyphRenderer\"},{\"id\":\"35483\",\"type\":\"GlyphRenderer\"},{\"id\":\"35855\",\"type\":\"GlyphRenderer\"},{\"id\":\"36229\",\"type\":\"GlyphRenderer\"},{\"id\":\"36605\",\"type\":\"GlyphRenderer\"},{\"id\":\"36983\",\"type\":\"GlyphRenderer\"},{\"id\":\"37363\",\"type\":\"GlyphRenderer\"},{\"id\":\"37745\",\"type\":\"GlyphRenderer\"},{\"id\":\"38129\",\"type\":\"GlyphRenderer\"},{\"id\":\"38515\",\"type\":\"GlyphRenderer\"},{\"id\":\"38903\",\"type\":\"GlyphRenderer\"},{\"id\":\"39293\",\"type\":\"GlyphRenderer\"},{\"id\":\"39685\",\"type\":\"GlyphRenderer\"},{\"id\":\"40079\",\"type\":\"GlyphRenderer\"},{\"id\":\"40475\",\"type\":\"GlyphRenderer\"},{\"id\":\"40873\",\"type\":\"GlyphRenderer\"},{\"id\":\"41273\",\"type\":\"GlyphRenderer\"},{\"id\":\"41675\",\"type\":\"GlyphRenderer\"},{\"id\":\"42079\",\"type\":\"GlyphRenderer\"},{\"id\":\"42485\",\"type\":\"GlyphRenderer\"},{\"id\":\"42893\",\"type\":\"GlyphRenderer\"},{\"id\":\"43303\",\"type\":\"GlyphRenderer\"},{\"id\":\"43715\",\"type\":\"GlyphRenderer\"},{\"id\":\"44129\",\"type\":\"GlyphRenderer\"}],\"title\":{\"id\":\"1040\",\"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\":{},\"id\":\"3231\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"9441\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"callback\":null},\"id\":\"1003\",\"type\":\"DataRange1d\"},{\"attributes\":{\"data_source\":{\"id\":\"3232\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"3233\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"3234\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"3236\",\"type\":\"CDSView\"}},\"id\":\"3235\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"9442\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"9443\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"9444\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"9446\",\"type\":\"CDSView\"}},\"id\":\"9445\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"3232\",\"type\":\"ColumnDataSource\"}},\"id\":\"3236\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"9442\",\"type\":\"ColumnDataSource\"}},\"id\":\"9446\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"1017\",\"type\":\"BasicTicker\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABUps4ud/JP3YhVn+EYco/diFWf4Rhyj92IVZ/hGHKP6Cmlq31RdQ/J/kRv2IN3D/ciCe7mdHdPzAUsB2MWOA/MBSwHYxY4D9FnbmHhO/gP0WduYeE7+A/sXH9uz5z4T8FbAcj9gniPxr5vOKpR+I/XcDLDBvl4j+aeAd40sLkP3hcVIuIYuU/eFxUi4hi5T94XFSLiGLlP77ArFCke+U/vsCsUKR75T++wKxQpHvlP7MOR1fp7uY/z582qtOB6D/Pnzaq04HoP/wbtFcfD+k/mWclrfiG7T/tRh/zAYHuP868HHbfse4/zrwcdt+x7j/OvBx237HuP/UwtDo5Q/A/Qj9Tr1uE8D9CP1OvW4TwP/2Es1vLJPE//YSzW8sk8T/9hLNbyyTxP/2Es1vLJPE/xFvn3y578T/EW+ffLnvxPyRE+YIW0vI/JET5ghbS8j9vaqD5nPvyP29qoPmc+/I/PQrXo3A99j9UdCSX/1D2Py4B+KdUifY/ZOWXwRgR+D/D1mzlJf/4P8PWbOUl//g/ZJeo3hqY+T+f46PFGQP6Pz/L8+DuLPo/OgMjL2ui+j8m32xzY7r6P9vhr8kadfs/2+GvyRp1+z/b4a/JGnX7P9vhr8kadfs/Dp4JTRLL+z8OnglNEsv7Pw6eCU0Sy/s/Dp4JTRLL+z82QGmoUcj8P3EbDeAtUP0/WrQAbatZ/j/onnWNloP+P+iedY2Wg/4/DotR19q7/j9fr7DgfoD/P9f5t8t+HQBA323eOCmMAUDO5JttbswCQDS+Ly5VCQNANL4vLlUJA0A0vi8uVQkDQOSFdHgI4wNAvHSTGAR2BEC8dJMYBHYEQPxx++WTtQhA/HH75ZO1CED8cfvlk7UIQGak3lM5rQtAP+du10vzDEAvGcdI9ggOQC8Zx0j2CA5A\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"3420\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"3421\",\"type\":\"UnionRenderers\"}},\"id\":\"3326\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"8PjDAY8/fD/w+MMBjz+MP7T6UkGrL5U/8PjDAY8/nD+WexphuaehP7T6UkGrL6U/0nmLIZ23qD/w+MMBjz+sPw54/OGAx68/lnsaYbmnsT8luzZRsmuzP7T6UkGrL7U/QzpvMaTztj/SeYshnbe4P2G5pxGWe7o/8PjDAY8/vD9/OODxhwO+Pw54/OGAx78/z1sM6bzFwD+WexphuafBP16bKNm1icI/Jbs2UbJrwz/t2kTJrk3EP7T6UkGrL8U/fBphuacRxj9DOm8xpPPGPwtafamg1cc/0nmLIZ23yD+amZmZmZnJP2G5pxGWe8o/Kdm1iZJdyz/w+MMBjz/MP7gY0nmLIc0/fzjg8YcDzj9HWO5phOXOPw54/OGAx88/60sFrb5U0D/PWwzpvMXQP7JrEyW7NtE/lnsaYbmn0T96iyGdtxjSP16bKNm1idI/QasvFbT60j8luzZRsmvTPwnLPY2w3NM/7dpEya5N1D/Q6ksFrb7UP7T6UkGrL9U/mApafamg1T98GmG5pxHWP18qaPWlgtY/QzpvMaTz1j8nSnZtomTXPwtafamg1dc/7mmE5Z5G2D/SeYshnbfYP7aJkl2bKNk/mpmZmZmZ2T99qaDVlwraP2G5pxGWe9o/RcmuTZTs2j8p2bWJkl3bPwzpvMWQzts/8PjDAY8/3D/UCMs9jbDcP7gY0nmLId0/myjZtYmS3T9/OODxhwPeP2NI5y2GdN4/R1juaYTl3j8qaPWlglbfPw54/OGAx98/+cMBjz8c4D/rSwWtvlTgP93TCMs9jeA/z1sM6bzF4D/A4w8HPP7gP7JrEyW7NuE/pPMWQzpv4T+WexphuafhP4gDHn844OE/eoshnbcY4j9sEyW7NlHiP16bKNm1ieI/TyMs9zTC4j9Bqy8VtPriPzMzMzMzM+M/Jbs2UbJr4z8XQzpvMaTjPwnLPY2w3OM/+1JBqy8V5D/t2kTJrk3kP95iSOcthuQ/0OpLBa2+5D/Cck8jLPfkP7T6UkGrL+U/poJWXypo5T+YClp9qaDlP4qSXZso2eU/fBphuacR5j9tomTXJkrmP18qaPWlguY/UbJrEyW75j9DOm8xpPPmPzXCck8jLOc/J0p2baJk5z8Z0nmLIZ3nPwtafamg1ec//OGAxx8O6D/uaYTlnkboP+DxhwMef+g/0nmLIZ236D/EAY8/HPDoP7aJkl2bKOk/qBGWexph6T+amZmZmZnpP4shnbcY0uk/famg1ZcK6j9vMaTzFkPqP2G5pxGWe+o/U0GrLxW06j9Fya5NlOzqPzdRsmsTJes/Kdm1iZJd6z8aYbmnEZbrPwzpvMWQzus//nDA4w8H7D/w+MMBjz/sP+KAxx8OeOw/1AjLPY2w7D/GkM5bDOnsP7gY0nmLIe0/qaDVlwpa7T+bKNm1iZLtP42w3NMIy+0/fzjg8YcD7j9xwOMPBzzuP2NI5y2GdO4/VdDqSwWt7j9HWO5phOXuPzjg8YcDHu8/Kmj1pYJW7z8c8PjDAY/vPw54/OGAx+8/AAAAAAAA8D8=\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"9810\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"9811\",\"type\":\"UnionRenderers\"}},\"id\":\"9626\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null},\"id\":\"1005\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"3324\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"9624\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"3325\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"9625\",\"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\":\"3328\",\"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\":\"9628\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"1007\",\"type\":\"LinearScale\"},{\"attributes\":{\"data_source\":{\"id\":\"3326\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"3327\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"3328\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"3330\",\"type\":\"CDSView\"}},\"id\":\"3329\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"9626\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"9627\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"9628\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"9630\",\"type\":\"CDSView\"}},\"id\":\"9629\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"1009\",\"type\":\"LinearScale\"},{\"attributes\":{\"dimension\":1,\"ticker\":{\"id\":\"1017\",\"type\":\"BasicTicker\"}},\"id\":\"1020\",\"type\":\"Grid\"},{\"attributes\":{\"source\":{\"id\":\"3326\",\"type\":\"ColumnDataSource\"}},\"id\":\"3330\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"9626\",\"type\":\"ColumnDataSource\"}},\"id\":\"9630\",\"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\":\"3423\",\"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\":\"9813\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"1075\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"3518\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"3519\",\"type\":\"UnionRenderers\"}},\"id\":\"3422\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"9998\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"9999\",\"type\":\"UnionRenderers\"}},\"id\":\"9812\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"3420\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"9810\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"3421\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"9811\",\"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\":\"3424\",\"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\":\"9814\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"3422\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"3423\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"3424\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"3426\",\"type\":\"CDSView\"}},\"id\":\"3425\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"9812\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"9813\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"9814\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"9816\",\"type\":\"CDSView\"}},\"id\":\"9815\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"3422\",\"type\":\"ColumnDataSource\"}},\"id\":\"3426\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"9812\",\"type\":\"ColumnDataSource\"}},\"id\":\"9816\",\"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\":\"3521\",\"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\":\"10001\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"3618\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"3619\",\"type\":\"UnionRenderers\"}},\"id\":\"3520\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"10188\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"10189\",\"type\":\"UnionRenderers\"}},\"id\":\"10000\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"3518\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"9998\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"3519\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"9999\",\"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\":\"3522\",\"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\":\"10002\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"3520\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"3521\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"3522\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"3524\",\"type\":\"CDSView\"}},\"id\":\"3523\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"10000\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"10001\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"10002\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"10004\",\"type\":\"CDSView\"}},\"id\":\"10003\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"3520\",\"type\":\"ColumnDataSource\"}},\"id\":\"3524\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"10000\",\"type\":\"ColumnDataSource\"}},\"id\":\"10004\",\"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\":\"3621\",\"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\":\"10191\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"3720\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"3721\",\"type\":\"UnionRenderers\"}},\"id\":\"3620\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"10380\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"10381\",\"type\":\"UnionRenderers\"}},\"id\":\"10190\",\"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\":\"3723\",\"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\":\"10383\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"3618\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"10188\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"3619\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"10189\",\"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\":\"3622\",\"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\":\"10192\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"3620\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"3621\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"3622\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"3624\",\"type\":\"CDSView\"}},\"id\":\"3623\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"10190\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"10191\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"10192\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"10194\",\"type\":\"CDSView\"}},\"id\":\"10193\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"3620\",\"type\":\"ColumnDataSource\"}},\"id\":\"3624\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"10190\",\"type\":\"ColumnDataSource\"}},\"id\":\"10194\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"34011\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"8PjDAY8/fD/w+MMBjz+MP7T6UkGrL5U/8PjDAY8/nD+WexphuaehP7T6UkGrL6U/0nmLIZ23qD/w+MMBjz+sPw54/OGAx68/lnsaYbmnsT8luzZRsmuzP7T6UkGrL7U/QzpvMaTztj/SeYshnbe4P2G5pxGWe7o/8PjDAY8/vD9/OODxhwO+Pw54/OGAx78/z1sM6bzFwD+WexphuafBP16bKNm1icI/Jbs2UbJrwz/t2kTJrk3EP7T6UkGrL8U/fBphuacRxj9DOm8xpPPGPwtafamg1cc/0nmLIZ23yD+amZmZmZnJP2G5pxGWe8o/Kdm1iZJdyz/w+MMBjz/MP7gY0nmLIc0/fzjg8YcDzj9HWO5phOXOPw54/OGAx88/60sFrb5U0D/PWwzpvMXQP7JrEyW7NtE/lnsaYbmn0T96iyGdtxjSP16bKNm1idI/QasvFbT60j8luzZRsmvTPwnLPY2w3NM/7dpEya5N1D/Q6ksFrb7UP7T6UkGrL9U/mApafamg1T98GmG5pxHWP18qaPWlgtY/QzpvMaTz1j8nSnZtomTXPwtafamg1dc/7mmE5Z5G2D/SeYshnbfYP7aJkl2bKNk/mpmZmZmZ2T99qaDVlwraP2G5pxGWe9o/RcmuTZTs2j8p2bWJkl3bPwzpvMWQzts/8PjDAY8/3D/UCMs9jbDcP7gY0nmLId0/myjZtYmS3T9/OODxhwPeP2NI5y2GdN4/R1juaYTl3j8qaPWlglbfPw54/OGAx98/+cMBjz8c4D/rSwWtvlTgP93TCMs9jeA/z1sM6bzF4D/A4w8HPP7gP7JrEyW7NuE/pPMWQzpv4T+WexphuafhP4gDHn844OE/eoshnbcY4j9sEyW7NlHiP16bKNm1ieI/TyMs9zTC4j9Bqy8VtPriPzMzMzMzM+M/Jbs2UbJr4z8XQzpvMaTjPwnLPY2w3OM/+1JBqy8V5D/t2kTJrk3kP95iSOcthuQ/0OpLBa2+5D/Cck8jLPfkP7T6UkGrL+U/poJWXypo5T+YClp9qaDlP4qSXZso2eU/fBphuacR5j9tomTXJkrmP18qaPWlguY/UbJrEyW75j9DOm8xpPPmPzXCck8jLOc/J0p2baJk5z8Z0nmLIZ3nPwtafamg1ec//OGAxx8O6D/uaYTlnkboP+DxhwMef+g/0nmLIZ236D/EAY8/HPDoP7aJkl2bKOk/qBGWexph6T+amZmZmZnpP4shnbcY0uk/famg1ZcK6j9vMaTzFkPqP2G5pxGWe+o/U0GrLxW06j9Fya5NlOzqPzdRsmsTJes/Kdm1iZJd6z8aYbmnEZbrPwzpvMWQzus//nDA4w8H7D/w+MMBjz/sP+KAxx8OeOw/1AjLPY2w7D/GkM5bDOnsP7gY0nmLIe0/qaDVlwpa7T+bKNm1iZLtP42w3NMIy+0/fzjg8YcD7j9xwOMPBzzuP2NI5y2GdO4/VdDqSwWt7j9HWO5phOXuPzjg8YcDHu8/Kmj1pYJW7z8c8PjDAY/vPw54/OGAx+8/AAAAAAAA8D8=\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"14408\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"14409\",\"type\":\"UnionRenderers\"}},\"id\":\"14180\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data_source\":{\"id\":\"34012\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"34013\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"34014\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"34016\",\"type\":\"CDSView\"}},\"id\":\"34015\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"34012\",\"type\":\"ColumnDataSource\"}},\"id\":\"34016\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"14178\",\"type\":\"Selection\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"34740\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"34741\",\"type\":\"UnionRenderers\"}},\"id\":\"34376\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"14179\",\"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\":\"14182\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"14180\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"14181\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"14182\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"14184\",\"type\":\"CDSView\"}},\"id\":\"14183\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"14180\",\"type\":\"ColumnDataSource\"}},\"id\":\"14184\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"34374\",\"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\":\"14411\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"14640\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"14641\",\"type\":\"UnionRenderers\"}},\"id\":\"14410\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"34375\",\"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\":\"34378\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"34376\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"34377\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"34378\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"34380\",\"type\":\"CDSView\"}},\"id\":\"34379\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"34376\",\"type\":\"ColumnDataSource\"}},\"id\":\"34380\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"14408\",\"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\":\"34743\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"35108\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"35109\",\"type\":\"UnionRenderers\"}},\"id\":\"34742\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"14409\",\"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\":\"14412\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"14410\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"14411\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"14412\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"14414\",\"type\":\"CDSView\"}},\"id\":\"14413\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"14410\",\"type\":\"ColumnDataSource\"}},\"id\":\"14414\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"34740\",\"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\":\"14643\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"14874\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"14875\",\"type\":\"UnionRenderers\"}},\"id\":\"14642\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"34741\",\"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\":\"34744\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"34742\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"34743\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"34744\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"34746\",\"type\":\"CDSView\"}},\"id\":\"34745\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"34742\",\"type\":\"ColumnDataSource\"}},\"id\":\"34746\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"14640\",\"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\":\"35111\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"35478\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"35479\",\"type\":\"UnionRenderers\"}},\"id\":\"35110\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"14641\",\"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\":\"14644\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"14642\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"14643\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"14644\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"14646\",\"type\":\"CDSView\"}},\"id\":\"14645\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"14642\",\"type\":\"ColumnDataSource\"}},\"id\":\"14646\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"35108\",\"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\":\"14877\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"15110\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"15111\",\"type\":\"UnionRenderers\"}},\"id\":\"14876\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"35109\",\"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\":\"35112\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"35110\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"35111\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"35112\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"35114\",\"type\":\"CDSView\"}},\"id\":\"35113\",\"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\":\"15114\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"35110\",\"type\":\"ColumnDataSource\"}},\"id\":\"35114\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"14874\",\"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\":\"35481\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"35850\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"35851\",\"type\":\"UnionRenderers\"}},\"id\":\"35480\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"14875\",\"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\":\"14878\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"14876\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"14877\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"14878\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"14880\",\"type\":\"CDSView\"}},\"id\":\"14879\",\"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\":\"35853\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"14876\",\"type\":\"ColumnDataSource\"}},\"id\":\"14880\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"35478\",\"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\":\"15113\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"15348\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"15349\",\"type\":\"UnionRenderers\"}},\"id\":\"15112\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"35479\",\"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\":\"35482\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"35480\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"35481\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"35482\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"35484\",\"type\":\"CDSView\"}},\"id\":\"35483\",\"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\":\"15351\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"35480\",\"type\":\"ColumnDataSource\"}},\"id\":\"35484\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"15110\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"19701\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"8PjDAY8/fD/w+MMBjz+MP7T6UkGrL5U/8PjDAY8/nD+WexphuaehP7T6UkGrL6U/0nmLIZ23qD/w+MMBjz+sPw54/OGAx68/lnsaYbmnsT8luzZRsmuzP7T6UkGrL7U/QzpvMaTztj/SeYshnbe4P2G5pxGWe7o/8PjDAY8/vD9/OODxhwO+Pw54/OGAx78/z1sM6bzFwD+WexphuafBP16bKNm1icI/Jbs2UbJrwz/t2kTJrk3EP7T6UkGrL8U/fBphuacRxj9DOm8xpPPGPwtafamg1cc/0nmLIZ23yD+amZmZmZnJP2G5pxGWe8o/Kdm1iZJdyz/w+MMBjz/MP7gY0nmLIc0/fzjg8YcDzj9HWO5phOXOPw54/OGAx88/60sFrb5U0D/PWwzpvMXQP7JrEyW7NtE/lnsaYbmn0T96iyGdtxjSP16bKNm1idI/QasvFbT60j8luzZRsmvTPwnLPY2w3NM/7dpEya5N1D/Q6ksFrb7UP7T6UkGrL9U/mApafamg1T98GmG5pxHWP18qaPWlgtY/QzpvMaTz1j8nSnZtomTXPwtafamg1dc/7mmE5Z5G2D/SeYshnbfYP7aJkl2bKNk/mpmZmZmZ2T99qaDVlwraP2G5pxGWe9o/RcmuTZTs2j8p2bWJkl3bPwzpvMWQzts/8PjDAY8/3D/UCMs9jbDcP7gY0nmLId0/myjZtYmS3T9/OODxhwPeP2NI5y2GdN4/R1juaYTl3j8qaPWlglbfPw54/OGAx98/+cMBjz8c4D/rSwWtvlTgP93TCMs9jeA/z1sM6bzF4D/A4w8HPP7gP7JrEyW7NuE/pPMWQzpv4T+WexphuafhP4gDHn844OE/eoshnbcY4j9sEyW7NlHiP16bKNm1ieI/TyMs9zTC4j9Bqy8VtPriPzMzMzMzM+M/Jbs2UbJr4z8XQzpvMaTjPwnLPY2w3OM/+1JBqy8V5D/t2kTJrk3kP95iSOcthuQ/0OpLBa2+5D/Cck8jLPfkP7T6UkGrL+U/poJWXypo5T+YClp9qaDlP4qSXZso2eU/fBphuacR5j9tomTXJkrmP18qaPWlguY/UbJrEyW75j9DOm8xpPPmPzXCck8jLOc/J0p2baJk5z8Z0nmLIZ3nPwtafamg1ec//OGAxx8O6D/uaYTlnkboP+DxhwMef+g/0nmLIZ236D/EAY8/HPDoP7aJkl2bKOk/qBGWexph6T+amZmZmZnpP4shnbcY0uk/famg1ZcK6j9vMaTzFkPqP2G5pxGWe+o/U0GrLxW06j9Fya5NlOzqPzdRsmsTJes/Kdm1iZJd6z8aYbmnEZbrPwzpvMWQzus//nDA4w8H7D/w+MMBjz/sP+KAxx8OeOw/1AjLPY2w7D/GkM5bDOnsP7gY0nmLIe0/qaDVlwpa7T+bKNm1iZLtP42w3NMIy+0/fzjg8YcD7j9xwOMPBzzuP2NI5y2GdO4/VdDqSwWt7j9HWO5phOXuPzjg8YcDHu8/Kmj1pYJW7z8c8PjDAY/vPw54/OGAx+8/AAAAAAAA8D8=\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"1718\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1719\",\"type\":\"UnionRenderers\"}},\"id\":\"1670\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"26828\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"26829\",\"type\":\"UnionRenderers\"}},\"id\":\"26510\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data_source\":{\"id\":\"19702\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"19703\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"19704\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"19706\",\"type\":\"CDSView\"}},\"id\":\"19705\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"19702\",\"type\":\"ColumnDataSource\"}},\"id\":\"19706\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"1668\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"26508\",\"type\":\"Selection\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"20250\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"20251\",\"type\":\"UnionRenderers\"}},\"id\":\"19976\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"1669\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"26509\",\"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\":\"1672\",\"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\":\"26512\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1670\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1671\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1672\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1674\",\"type\":\"CDSView\"}},\"id\":\"1673\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"26510\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"26511\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"26512\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"26514\",\"type\":\"CDSView\"}},\"id\":\"26513\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1670\",\"type\":\"ColumnDataSource\"}},\"id\":\"1674\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"26510\",\"type\":\"ColumnDataSource\"}},\"id\":\"26514\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"19974\",\"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\":\"1721\",\"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\":\"26831\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"1770\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1771\",\"type\":\"UnionRenderers\"}},\"id\":\"1720\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"27150\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"27151\",\"type\":\"UnionRenderers\"}},\"id\":\"26830\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"19975\",\"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\":\"19978\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"19976\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"19977\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"19978\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"19980\",\"type\":\"CDSView\"}},\"id\":\"19979\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"19976\",\"type\":\"ColumnDataSource\"}},\"id\":\"19980\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"1718\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"26828\",\"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\":\"20253\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"20528\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"20529\",\"type\":\"UnionRenderers\"}},\"id\":\"20252\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"1719\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"26829\",\"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\":\"1722\",\"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\":\"26832\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1720\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1721\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1722\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1724\",\"type\":\"CDSView\"}},\"id\":\"1723\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"26830\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"26831\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"26832\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"26834\",\"type\":\"CDSView\"}},\"id\":\"26833\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1720\",\"type\":\"ColumnDataSource\"}},\"id\":\"1724\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"26830\",\"type\":\"ColumnDataSource\"}},\"id\":\"26834\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"20250\",\"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\":\"1773\",\"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\":\"27153\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"1824\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1825\",\"type\":\"UnionRenderers\"}},\"id\":\"1772\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"27474\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"27475\",\"type\":\"UnionRenderers\"}},\"id\":\"27152\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"20251\",\"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\":\"20254\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"20252\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"20253\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"20254\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"20256\",\"type\":\"CDSView\"}},\"id\":\"20255\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"20252\",\"type\":\"ColumnDataSource\"}},\"id\":\"20256\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"1770\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"27150\",\"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\":\"20531\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACamZmZmZmxP9pU3SObq9E/jZduEoPA0j+gppat9UXUPyf5Eb9iDdw/y4Eeatsw3D/LgR5q2zDcPzAUsB2MWOA/RZ25h4Tv4D+xcf27PnPhPwVsByP2CeI/BWwHI/YJ4j8a+bziqUfiPxr5vOKpR+I/XcDLDBvl4j9dwMsMG+XiP5p4B3jSwuQ/mngHeNLC5D/HYptUNFbmP8dim1Q0VuY/sw5HV+nu5j+zDkdX6e7mP7MOR1fp7uY/sw5HV+nu5j+zDkdX6e7mP/wbtFcfD+k/BFslWBzO7D+ZZyWt+IbtP5lnJa34hu0/zrwcdt+x7j/OvBx237HuP868HHbfse4/zrwcdt+x7j8/NV66SQzvP/UwtDo5Q/A/Qj9Tr1uE8D+0ykxp/a3wP7TKTGn9rfA/9wZfmEyV8j/3Bl+YTJXyP/cGX5hMlfI/0F/oEaPn8z89CtejcD32Pz0K16NwPfY/PQrXo3A99j/ylqsfm2T2Py4B+KdUifY/OGdEaW/w9j84Z0Rpb/D2P2SXqN4amPk/n+OjxRkD+j+f46PFGQP6Pz/L8+DuLPo/P8vz4O4s+j8m32xzY7r6PybfbHNjuvo/2+GvyRp1+z8OnglNEsv7P3EbDeAtUP0/UqG6ufgb/j9Sobq5+Bv+P1Khurn4G/4/WrQAbatZ/j8Oi1HX2rv+Pw6LUdfau/4/X6+w4H6A/z9fr7DgfoD/P9f5t8t+HQBAYU87/DX5AEBIwVPIlRoBQEjBU8iVGgFASMFTyJUaAUA4ZW6+ER0CQDhlbr4RHQJAzuSbbW7MAkDkhXR4COMDQLx0kxgEdgRAW6/pQUHJBEAVONkG7uAEQPxx++WTtQhAZqTeUzmtC0BtcY3PZB8NQC8Zx0j2CA5A\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"20808\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"20809\",\"type\":\"UnionRenderers\"}},\"id\":\"20530\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"1771\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"27151\",\"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\":\"1774\",\"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\":\"27154\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1772\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1773\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1774\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1776\",\"type\":\"CDSView\"}},\"id\":\"1775\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"27152\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"27153\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"27154\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"27156\",\"type\":\"CDSView\"}},\"id\":\"27155\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1772\",\"type\":\"ColumnDataSource\"}},\"id\":\"1776\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"27152\",\"type\":\"ColumnDataSource\"}},\"id\":\"27156\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"20528\",\"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\":\"1827\",\"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\":\"27477\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACO5V31gHmgP5qZmZmZmbE/AVKbOLnfyT/aVN0jm6vRP42XbhKDwNI/jZduEoPA0j+Nl24Sg8DSP7jM6bKY2NI/uMzpspjY0j8n+RG/Yg3cPyf5Eb9iDdw/J/kRv2IN3D/LgR5q2zDcPzAUsB2MWOA/MBSwHYxY4D8wFLAdjFjgP7Fx/bs+c+E/sXH9uz5z4T8FbAcj9gniPwVsByP2CeI/Gvm84qlH4j++wKxQpHvlP77ArFCke+U/sw5HV+nu5j+zDkdX6e7mP8+fNqrTgeg/z582qtOB6D/8G7RXHw/pP/wbtFcfD+k/mWclrfiG7T/OvBx237HuP/UwtDo5Q/A/tMpMaf2t8D+0ykxp/a3wP/2Es1vLJPE/VP8gkiFH8j9U/yCSIUfyPyRE+YIW0vI/JET5ghbS8j/HSPYINQPzP8dI9gg1A/M/x0j2CDUD8z/HSPYINQPzP8dI9gg1A/M/PQrXo3A99j89CtejcD32P1R0JJf/UPY/OGdEaW/w9j84Z0Rpb/D2PzhnRGlv8PY/ZOWXwRgR+D9k5ZfBGBH4P2Tll8EYEfg/n+OjxRkD+j8/y/Pg7iz6Pw6eCU0Sy/s/NkBpqFHI/D/sUbgehev9P1q0AG2rWf4/WrQAbatZ/j/onnWNloP+Pw6LUdfau/4/DotR19q7/j8Oi1HX2rv+Pw6LUdfau/4/X6+w4H6A/z/sSWBzDr4AQOxJYHMOvgBAYU87/DX5AEA4ZW6+ER0CQDhlbr4RHQJAzuSbbW7MAkDO5JttbswCQDS+Ly5VCQNANL4vLlUJA0C8dJMYBHYEQFuv6UFByQRAFTjZBu7gBEDEmsqisEsFQMSayqKwSwVA/HH75ZO1CEBmpN5TOa0LQGak3lM5rQtAZqTeUzmtC0AvGcdI9ggOQC8Zx0j2CA5A\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"1880\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1881\",\"type\":\"UnionRenderers\"}},\"id\":\"1826\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"27800\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"27801\",\"type\":\"UnionRenderers\"}},\"id\":\"27476\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"20529\",\"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\":\"20532\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"20530\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"20531\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"20532\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"20534\",\"type\":\"CDSView\"}},\"id\":\"20533\",\"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\":\"1884\",\"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\":\"27804\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"20530\",\"type\":\"ColumnDataSource\"}},\"id\":\"20534\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"1824\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"27474\",\"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\":\"20811\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"21090\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"21091\",\"type\":\"UnionRenderers\"}},\"id\":\"20810\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"1825\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"27475\",\"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\":\"1828\",\"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\":\"27478\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1826\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1827\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1828\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1830\",\"type\":\"CDSView\"}},\"id\":\"1829\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"27476\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"27477\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"27478\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"27480\",\"type\":\"CDSView\"}},\"id\":\"27479\",\"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\":\"21093\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1826\",\"type\":\"ColumnDataSource\"}},\"id\":\"1830\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"27476\",\"type\":\"ColumnDataSource\"}},\"id\":\"27480\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"20808\",\"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\":\"1883\",\"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\":\"27803\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"1938\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1939\",\"type\":\"UnionRenderers\"}},\"id\":\"1882\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAjuVd9YB5oD92IVZ/hGHKP42XbhKDwNI/uMzpspjY0j+4zOmymNjSP6Cmlq31RdQ/y4Eeatsw3D/ciCe7mdHdPzAUsB2MWOA/MBSwHYxY4D8wFLAdjFjgP0WduYeE7+A/sXH9uz5z4T8FbAcj9gniPwVsByP2CeI/BWwHI/YJ4j8FbAcj9gniPxr5vOKpR+I/Gvm84qlH4j8a+bziqUfiPxr5vOKpR+I/Gvm84qlH4j8a+bziqUfiP77ArFCke+U/z582qtOB6D/Pnzaq04HoP/wbtFcfD+k/BFslWBzO7D+ZZyWt+IbtPz81XrpJDO8/PzVeukkM7z9CP1OvW4TwP7TKTGn9rfA/tMpMaf2t8D/9hLNbyyTxP8Rb598ue/E/xFvn3y578T9U/yCSIUfyP/cGX5hMlfI/9wZfmEyV8j/HSPYINQPzP8dI9gg1A/M/x0j2CDUD8z/HSPYINQPzP8dI9gg1A/M/8parH5tk9j8uAfinVIn2PzhnRGlv8PY/OGdEaW/w9j9k5ZfBGBH4P2SXqN4amPk/ZJeo3hqY+T+f46PFGQP6Pz/L8+DuLPo/OgMjL2ui+j86AyMva6L6PybfbHNjuvo/Jt9sc2O6+j8m32xzY7r6P9vhr8kadfs/Dp4JTRLL+z8OnglNEsv7P+xRuB6F6/0/7FG4HoXr/T9atABtq1n+P1q0AG2rWf4/6J51jZaD/j/onnWNloP+Pw6LUdfau/4/1/m3y34dAEDsSWBzDr4AQEjBU8iVGgFASMFTyJUaAUBIwVPIlRoBQDhlbr4RHQJAzuSbbW7MAkBxyXGndDADQLx0kxgEdgRAW6/pQUHJBEBbr+lBQckEQFuv6UFByQRAW6/pQUHJBEBmpN5TOa0LQC8Zx0j2CA5A\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"F2zBFmzBhj8XbMEWbMGWPxEREREREaE/F2zBFmzBpj8cx3Ecx3GsPxEREREREbE/lD7pkz7psz8XbMEWbMG2P5qZmZmZmbk/HMdxHMdxvD+f9Emf9Em/PxEREREREcE/0id90id9wj+UPumTPunDP1VVVVVVVcU/F2zBFmzBxj/Ygi3Ygi3IP5qZmZmZmck/W7AFW7AFyz8cx3Ecx3HMP97d3d3d3c0/n/RJn/RJzz+wBVuwBVvQPxEREREREdE/chzHcRzH0T/SJ33SJ33SPzMzMzMzM9M/lD7pkz7p0z/1SZ/0SZ/UP1VVVVVVVdU/tmALtmAL1j8XbMEWbMHWP3d3d3d3d9c/2IIt2IIt2D85juM4juPYP5qZmZmZmdk/+qRP+qRP2j9bsAVbsAXbP7y7u7u7u9s/HMdxHMdx3D990id90ifdP97d3d3d3d0/P+mTPumT3j+f9Emf9EnfPwAAAAAAAOA/sAVbsAVb4D9hC7ZgC7bgPxEREREREeE/wRZswRZs4T9yHMdxHMfhPyIiIiIiIuI/0id90id94j+DLdiCLdjiPzMzMzMzM+M/5DiO4ziO4z+UPumTPunjP0REREREROQ/9Umf9Emf5D+lT/qkT/rkP1VVVVVVVeU/BluwBVuw5T+2YAu2YAvmP2ZmZmZmZuY/F2zBFmzB5j/HcRzHcRznP3d3d3d3d+c/KH3SJ33S5z/Ygi3Ygi3oP4mIiIiIiOg/OY7jOI7j6D/pkz7pkz7pP5qZmZmZmek/Sp/0SZ/06T/6pE/6pE/qP6uqqqqqquo/W7AFW7AF6z8LtmALtmDrP7y7u7u7u+s/bMEWbMEW7D8cx3Ecx3HsP83MzMzMzOw/fdInfdIn7T8u2IIt2ILtP97d3d3d3e0/juM4juM47j8/6ZM+6ZPuP+/u7u7u7u4/n/RJn/RJ7z9Q+qRP+qTvPwAAAAAAAPA/\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"28128\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"28129\",\"type\":\"UnionRenderers\"}},\"id\":\"27802\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"20809\",\"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\":\"20812\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"20810\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"20811\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"20812\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"20814\",\"type\":\"CDSView\"}},\"id\":\"20813\",\"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\":\"1941\",\"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\":\"28131\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"20810\",\"type\":\"ColumnDataSource\"}},\"id\":\"20814\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"1880\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"27800\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"1178\",\"type\":\"Selection\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"43298\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"43299\",\"type\":\"UnionRenderers\"}},\"id\":\"42890\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"42888\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"42889\",\"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\":\"42892\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"42890\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"42891\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"42892\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"42894\",\"type\":\"CDSView\"}},\"id\":\"42893\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"42890\",\"type\":\"ColumnDataSource\"}},\"id\":\"42894\",\"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\":\"43301\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"43710\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"43711\",\"type\":\"UnionRenderers\"}},\"id\":\"43300\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"43298\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"43299\",\"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\":\"43302\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"43300\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"43301\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"43302\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"43304\",\"type\":\"CDSView\"}},\"id\":\"43303\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"43300\",\"type\":\"ColumnDataSource\"}},\"id\":\"43304\",\"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\":\"43713\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"44124\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"44125\",\"type\":\"UnionRenderers\"}},\"id\":\"43712\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"43710\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"43711\",\"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\":\"43714\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"43712\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"43713\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"43714\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"43716\",\"type\":\"CDSView\"}},\"id\":\"43715\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"43712\",\"type\":\"ColumnDataSource\"}},\"id\":\"43716\",\"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\":\"44127\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"44540\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"44541\",\"type\":\"UnionRenderers\"}},\"id\":\"44126\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"44124\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"44125\",\"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\":\"44128\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"44126\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"44127\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"44128\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"44130\",\"type\":\"CDSView\"}},\"id\":\"44129\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"44126\",\"type\":\"ColumnDataSource\"}},\"id\":\"44130\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"44540\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"1142\",\"type\":\"ColumnDataSource\"}},\"id\":\"1146\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"1178\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1179\",\"type\":\"UnionRenderers\"}},\"id\":\"1160\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1180\",\"type\":\"ColumnDataSource\"}},\"id\":\"1184\",\"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\":\"1311\",\"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\":\"1204\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"1158\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"1180\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1181\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1182\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1184\",\"type\":\"CDSView\"}},\"id\":\"1183\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"1159\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"1226\",\"type\":\"ColumnDataSource\"}},\"id\":\"1230\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"1202\",\"type\":\"ColumnDataSource\"}},\"id\":\"1206\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"1200\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"1201\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"1202\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1203\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1204\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1206\",\"type\":\"CDSView\"}},\"id\":\"1205\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAOq0boPab50/pHA9CtejoD9mZmZmZmamP2ZmZmZmZqY/6MByhAzksT/owHKEDOSxP+jAcoQM5LE/8ZwtILQetj+3KonsgyzDP5qZmZmZmck/EOoihbLw0j/yKmub4nHXP02espquJ+A/TZ6ymq4n4D9NnrKarifgP3UhVn+EYeM/dSFWf4Rh4z91IVZ/hGHjP0rSNZNvtuQ/EodsIF1s5z8Sh2wgXWznP2w9QzhmWe0/zbT9KyvN7T89ZMqHoOruPz1kyoeg6u4/U1kUdlH07z8k1AypojjwPxtmaDwRRPA/G2ZoPBFE8D+8IY0KnOzwP7whjQqc7PA/rvAuF/Fd8T/4VblQ+ZfyP/hVuVD5l/I/RRK9jGJ58z9FEr2MYnnzPwLxun7BLvQ/UMJM278y9D9QwkzbvzL0PzMzMzMzM/U/BFslWBzO9T8PDvYmhmT3Pwithy8TBfg/CK2HLxMF+D/rUiP0M3X4P+OpRxrc1vg/KVsk7UZf+T/2RNeFH5z5PyWS6GUUC/o/JZLoZRQL+j8ur1xvm+n6Pzm4dMx5Rvs/wocSLXn8+z9mOJ7PgHr8P86goX+Cy/w/zqChf4LL/D+8dJMYBNb8P2ZmZmZmpv0/ZmZmZmam/T/2uG+1Ttz9P7jOv132K/8/uM6/XfYr/z/ZWl8ktGX/P9laXyS0Zf8/2VpfJLRl/z8ZIxKFlrX/PxkjEoWWtf8/GSMShZa1/z9NEkvK3WcAQE0SS8rdZwBATRJLyt1nAEAzw0ZZv5kAQDPDRlm/mQBAM8NGWb+ZAEDOVl7yP9kAQB6NQ/0ujAFAHo1D/S6MAUAejUP9LowBQB6NQ/0ujAFAdM+6RsuhAUALsmX5ukwCQAuyZfm6TAJA/yH99nWAAkCR1hh0QogCQJHWGHRCiAJAkdYYdEKIAkDW3xKAf6oCQNbfEoB/qgJADhKifEHLAkAVAySaQPECQLUaEvdYOgNAtRoS91g6A0C1GhL3WDoDQLUaEvdYOgNAYr8n1qlSA0AvGFxzR/8DQGZmZmZm5gRAZmZmZmbmBEBqM05DVCEFQB0c7E0MqQVAycnErYLYBUB6HXHIBvIFQHodccgG8gVA7GrylNUUBkANNJ9zt0sHQA00n3O3SwdAKT3TS4wlCEApPdNLjCUIQKuVCb/UrwhArBvvjoy1CEDni70XX3QJQO8AT1q47AlA7wBPWrjsCUDvAE9auOwJQO8AT1q47AlA7wBPWrjsCUAdVyO70hIKQN7i4T0HdgpA220Xmuu0C0AsZK4Mqk0MQCxkrgyqTQxALGSuDKpNDEA3FhQGZVoMQHqNXaJ66w1ADVnd6jkpDkANWd3qOSkOQDWSBOEKaA5Args/OJ9aD0CuCz84n1oPQK4LPzifWg9Args/OJ9aD0CuCz84n1oPQOcDAp1J6xBAXwzlRLuKEUBfDOVEu4oRQAAAAAAAABRAT+RJ0jVzGEA=\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"1250\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1251\",\"type\":\"UnionRenderers\"}},\"id\":\"1226\",\"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\":\"1227\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"1224\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"1225\",\"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\":\"1253\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1226\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1227\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1228\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1230\",\"type\":\"CDSView\"}},\"id\":\"1229\",\"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\":\"1228\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"1278\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1279\",\"type\":\"UnionRenderers\"}},\"id\":\"1252\",\"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\":\"1282\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"1251\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"1252\",\"type\":\"ColumnDataSource\"}},\"id\":\"1256\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"1308\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1309\",\"type\":\"UnionRenderers\"}},\"id\":\"1280\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data_source\":{\"id\":\"1252\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1253\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1254\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1256\",\"type\":\"CDSView\"}},\"id\":\"1255\",\"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\":\"1254\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"1340\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1341\",\"type\":\"UnionRenderers\"}},\"id\":\"1310\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"1278\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"1279\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"2960\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2961\",\"type\":\"UnionRenderers\"}},\"id\":\"2876\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"8900\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"8901\",\"type\":\"UnionRenderers\"}},\"id\":\"8726\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2874\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"8724\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2875\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"8725\",\"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\":\"2878\",\"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\":\"8728\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"2876\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"2877\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2878\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"2880\",\"type\":\"CDSView\"}},\"id\":\"2879\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"8726\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"8727\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"8728\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"8730\",\"type\":\"CDSView\"}},\"id\":\"8729\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"2876\",\"type\":\"ColumnDataSource\"}},\"id\":\"2880\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"8726\",\"type\":\"ColumnDataSource\"}},\"id\":\"8730\",\"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\":\"2963\",\"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\":\"8903\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"3048\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"3049\",\"type\":\"UnionRenderers\"}},\"id\":\"2962\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"9078\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"9079\",\"type\":\"UnionRenderers\"}},\"id\":\"8902\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2960\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"8900\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2961\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"8901\",\"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\":\"2964\",\"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\":\"8904\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"2962\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"2963\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2964\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"2966\",\"type\":\"CDSView\"}},\"id\":\"2965\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"8902\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"8903\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"8904\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"8906\",\"type\":\"CDSView\"}},\"id\":\"8905\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"2962\",\"type\":\"ColumnDataSource\"}},\"id\":\"2966\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"8902\",\"type\":\"ColumnDataSource\"}},\"id\":\"8906\",\"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\":\"3051\",\"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\":\"9081\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"8PjDAY8/fD/w+MMBjz+MP7T6UkGrL5U/8PjDAY8/nD+WexphuaehP7T6UkGrL6U/0nmLIZ23qD/w+MMBjz+sPw54/OGAx68/lnsaYbmnsT8luzZRsmuzP7T6UkGrL7U/QzpvMaTztj/SeYshnbe4P2G5pxGWe7o/8PjDAY8/vD9/OODxhwO+Pw54/OGAx78/z1sM6bzFwD+WexphuafBP16bKNm1icI/Jbs2UbJrwz/t2kTJrk3EP7T6UkGrL8U/fBphuacRxj9DOm8xpPPGPwtafamg1cc/0nmLIZ23yD+amZmZmZnJP2G5pxGWe8o/Kdm1iZJdyz/w+MMBjz/MP7gY0nmLIc0/fzjg8YcDzj9HWO5phOXOPw54/OGAx88/60sFrb5U0D/PWwzpvMXQP7JrEyW7NtE/lnsaYbmn0T96iyGdtxjSP16bKNm1idI/QasvFbT60j8luzZRsmvTPwnLPY2w3NM/7dpEya5N1D/Q6ksFrb7UP7T6UkGrL9U/mApafamg1T98GmG5pxHWP18qaPWlgtY/QzpvMaTz1j8nSnZtomTXPwtafamg1dc/7mmE5Z5G2D/SeYshnbfYP7aJkl2bKNk/mpmZmZmZ2T99qaDVlwraP2G5pxGWe9o/RcmuTZTs2j8p2bWJkl3bPwzpvMWQzts/8PjDAY8/3D/UCMs9jbDcP7gY0nmLId0/myjZtYmS3T9/OODxhwPeP2NI5y2GdN4/R1juaYTl3j8qaPWlglbfPw54/OGAx98/+cMBjz8c4D/rSwWtvlTgP93TCMs9jeA/z1sM6bzF4D/A4w8HPP7gP7JrEyW7NuE/pPMWQzpv4T+WexphuafhP4gDHn844OE/eoshnbcY4j9sEyW7NlHiP16bKNm1ieI/TyMs9zTC4j9Bqy8VtPriPzMzMzMzM+M/Jbs2UbJr4z8XQzpvMaTjPwnLPY2w3OM/+1JBqy8V5D/t2kTJrk3kP95iSOcthuQ/0OpLBa2+5D/Cck8jLPfkP7T6UkGrL+U/poJWXypo5T+YClp9qaDlP4qSXZso2eU/fBphuacR5j9tomTXJkrmP18qaPWlguY/UbJrEyW75j9DOm8xpPPmPzXCck8jLOc/J0p2baJk5z8Z0nmLIZ3nPwtafamg1ec//OGAxx8O6D/uaYTlnkboP+DxhwMef+g/0nmLIZ236D/EAY8/HPDoP7aJkl2bKOk/qBGWexph6T+amZmZmZnpP4shnbcY0uk/famg1ZcK6j9vMaTzFkPqP2G5pxGWe+o/U0GrLxW06j9Fya5NlOzqPzdRsmsTJes/Kdm1iZJd6z8aYbmnEZbrPwzpvMWQzus//nDA4w8H7D/w+MMBjz/sP+KAxx8OeOw/1AjLPY2w7D/GkM5bDOnsP7gY0nmLIe0/qaDVlwpa7T+bKNm1iZLtP42w3NMIy+0/fzjg8YcD7j9xwOMPBzzuP2NI5y2GdO4/VdDqSwWt7j9HWO5phOXuPzjg8YcDHu8/Kmj1pYJW7z8c8PjDAY/vPw54/OGAx+8/AAAAAAAA8D8=\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"3138\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"3139\",\"type\":\"UnionRenderers\"}},\"id\":\"3050\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"9258\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"9259\",\"type\":\"UnionRenderers\"}},\"id\":\"9080\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"3048\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"9078\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"3049\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"9079\",\"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\":\"3052\",\"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\":\"9082\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"3050\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"3051\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"3052\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"3054\",\"type\":\"CDSView\"}},\"id\":\"3053\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"9080\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"9081\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"9082\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"9084\",\"type\":\"CDSView\"}},\"id\":\"9083\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"3050\",\"type\":\"ColumnDataSource\"}},\"id\":\"3054\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"9080\",\"type\":\"ColumnDataSource\"}},\"id\":\"9084\",\"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\":\"3141\",\"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\":\"9261\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"3230\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"3231\",\"type\":\"UnionRenderers\"}},\"id\":\"3140\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"9440\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"9441\",\"type\":\"UnionRenderers\"}},\"id\":\"9260\",\"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\":\"3234\",\"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\":\"9444\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"3138\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"9258\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"3139\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"9259\",\"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\":\"3142\",\"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\":\"9262\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"3140\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"3141\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"3142\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"3144\",\"type\":\"CDSView\"}},\"id\":\"3143\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"9260\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"9261\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"9262\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"9264\",\"type\":\"CDSView\"}},\"id\":\"9263\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"3140\",\"type\":\"ColumnDataSource\"}},\"id\":\"3144\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"9260\",\"type\":\"ColumnDataSource\"}},\"id\":\"9264\",\"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\":\"3233\",\"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\":\"9443\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA6rRug9pvnT/qtG6D2m+dP+q0boPab50/pHA9CtejoD+kcD0K16OgP6RwPQrXo6A/ZmZmZmZmpj+amZmZmZmpP/GcLSC0HrY/nDQNiuYBvD/CvwgaM4nAPyDxK9Zwkcc/mpmZmZmZyT/yKmub4nHXP02espquJ+A/TZ6ymq4n4D8TC3xFt17kPxMLfEW3XuQ/Ewt8Rbde5D8Sh2wgXWznPw97oYDt4Oo/zbT9KyvN7T89ZMqHoOruPz1kyoeg6u4/PWTKh6Dq7j9TWRR2UfTvP1NZFHZR9O8/JNQMqaI48D8bZmg8EUTwPxtmaDwRRPA/G2ZoPBFE8D9PyM7b2GzwP0/IztvYbPA/T8jO29hs8D+8IY0KnOzwP7whjQqc7PA/vCGNCpzs8D9INIEiFvHxP/2gLlIoS/I/+FW5UPmX8j/4VblQ+ZfyP/hVuVD5l/I/RRK9jGJ58z9QwkzbvzL0P1DCTNu/MvQ/iPccWI7Q9D+I9xxYjtD0PzMzMzMzM/U/MzMzMzMz9T8PDvYmhmT3Pwithy8TBfg/Q+IeSx86+D9D4h5LHzr4P0PiHksfOvg/61Ij9DN1+D/rUiP0M3X4P+tSI/Qzdfg/46lHGtzW+D8ur1xvm+n6Pzm4dMx5Rvs/BoVBmUbT+z/ChxItefz7Pzdy3ZTyWvw/N3LdlPJa/D83ct2U8lr8P2Y4ns+Aevw/wqIiTifZ/D9mZmZmZqb9P2ZmZmZmpv0/uM6/XfYr/z8ZIxKFlrX/PxkjEoWWtf8/GSMShZa1/z8ZIxKFlrX/PwWKWMSwQwBATRJLyt1nAEBNEkvK3WcAQAAAAAAAgABAAAAAAACAAEAAAAAAAIAAQAAAAAAAgABAmu/gJw6gAEAipdk8DqMAQCKl2TwOowBAzlZe8j/ZAEDOVl7yP9kAQM5WXvI/2QBAzR39L9ciAUALe9rhr0kBQHTPukbLoQFAOpUMAFXcAUBo6+BgbyICQAuyZfm6TAJAC7Jl+bpMAkALsmX5ukwCQP8h/fZ1gAJAkdYYdEKIAkCR1hh0QogCQNbfEoB/qgJADhKifEHLAkAOEqJ8QcsCQA4SonxBywJAbJkMx/M5A0DG+DB72dYEQJvo81FG3ARAm+jzUUbcBECb6PNRRtwEQEIJM23/CgVAajNOQ1QhBUAdHOxNDKkFQMnJxK2C2AVAycnErYLYBUDwqZz2lPwFQOxq8pTVFAZA1dFxNbJLBkDV0XE1sksGQCk900uMJQhAc/ON6J41CEBfB84ZUToIQF8HzhlROghARdrGn6hMCECsG++OjLUIQO8AT1q47AlA7wBPWrjsCUBDIQIOoWoKQN7i4T0HdgpA3uLhPQd2CkBWurvOhlwLQNttF5rrtAtANxYUBmVaDEB7t3njpDAOQHu3eeOkMA5ANZIE4QpoDkCuCz84n1oPQK4LPzifWg9A5wMCnUnrEEAAAAAAAAAUQAAAAAAAABRAAAAAAAAAFEA=\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"3324\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"3325\",\"type\":\"UnionRenderers\"}},\"id\":\"3232\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"9624\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"9625\",\"type\":\"UnionRenderers\"}},\"id\":\"9442\",\"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\":\"3327\",\"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\":\"9627\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"3230\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"9440\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"5229\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"13059\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"5230\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"5231\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"5232\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"5234\",\"type\":\"CDSView\"}},\"id\":\"5233\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"13060\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"13061\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"13062\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"13064\",\"type\":\"CDSView\"}},\"id\":\"13063\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"5230\",\"type\":\"ColumnDataSource\"}},\"id\":\"5234\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"13060\",\"type\":\"ColumnDataSource\"}},\"id\":\"13064\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"5490\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"5491\",\"type\":\"UnionRenderers\"}},\"id\":\"5360\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"13500\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"13501\",\"type\":\"UnionRenderers\"}},\"id\":\"13280\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"5358\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"13278\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"5359\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"13279\",\"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\":\"5362\",\"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\":\"13282\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"5360\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"5361\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"5362\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"5364\",\"type\":\"CDSView\"}},\"id\":\"5363\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"13280\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"13281\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"13282\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"13284\",\"type\":\"CDSView\"}},\"id\":\"13283\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"5360\",\"type\":\"ColumnDataSource\"}},\"id\":\"5364\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"13280\",\"type\":\"ColumnDataSource\"}},\"id\":\"13284\",\"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\":\"5493\",\"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\":\"13503\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"5624\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"5625\",\"type\":\"UnionRenderers\"}},\"id\":\"5492\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"F2zBFmzBhj8XbMEWbMGWPxEREREREaE/F2zBFmzBpj8cx3Ecx3GsPxEREREREbE/lD7pkz7psz8XbMEWbMG2P5qZmZmZmbk/HMdxHMdxvD+f9Emf9Em/PxEREREREcE/0id90id9wj+UPumTPunDP1VVVVVVVcU/F2zBFmzBxj/Ygi3Ygi3IP5qZmZmZmck/W7AFW7AFyz8cx3Ecx3HMP97d3d3d3c0/n/RJn/RJzz+wBVuwBVvQPxEREREREdE/chzHcRzH0T/SJ33SJ33SPzMzMzMzM9M/lD7pkz7p0z/1SZ/0SZ/UP1VVVVVVVdU/tmALtmAL1j8XbMEWbMHWP3d3d3d3d9c/2IIt2IIt2D85juM4juPYP5qZmZmZmdk/+qRP+qRP2j9bsAVbsAXbP7y7u7u7u9s/HMdxHMdx3D990id90ifdP97d3d3d3d0/P+mTPumT3j+f9Emf9EnfPwAAAAAAAOA/sAVbsAVb4D9hC7ZgC7bgPxEREREREeE/wRZswRZs4T9yHMdxHMfhPyIiIiIiIuI/0id90id94j+DLdiCLdjiPzMzMzMzM+M/5DiO4ziO4z+UPumTPunjP0REREREROQ/9Umf9Emf5D+lT/qkT/rkP1VVVVVVVeU/BluwBVuw5T+2YAu2YAvmP2ZmZmZmZuY/F2zBFmzB5j/HcRzHcRznP3d3d3d3d+c/KH3SJ33S5z/Ygi3Ygi3oP4mIiIiIiOg/OY7jOI7j6D/pkz7pkz7pP5qZmZmZmek/Sp/0SZ/06T/6pE/6pE/qP6uqqqqqquo/W7AFW7AF6z8LtmALtmDrP7y7u7u7u+s/bMEWbMEW7D8cx3Ecx3HsP83MzMzMzOw/fdInfdIn7T8u2IIt2ILtP97d3d3d3e0/juM4juM47j8/6ZM+6ZPuP+/u7u7u7u4/n/RJn/RJ7z9Q+qRP+qTvPwAAAAAAAPA/\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"13724\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"13725\",\"type\":\"UnionRenderers\"}},\"id\":\"13502\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"5490\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"13500\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"5491\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"13501\",\"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\":\"5494\",\"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\":\"13504\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"5492\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"5493\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"5494\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"5496\",\"type\":\"CDSView\"}},\"id\":\"5495\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"13502\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"13503\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"13504\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"13506\",\"type\":\"CDSView\"}},\"id\":\"13505\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"5492\",\"type\":\"ColumnDataSource\"}},\"id\":\"5496\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"13502\",\"type\":\"ColumnDataSource\"}},\"id\":\"13506\",\"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\":\"5627\",\"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\":\"13727\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"5760\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"5761\",\"type\":\"UnionRenderers\"}},\"id\":\"5626\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"13950\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"13951\",\"type\":\"UnionRenderers\"}},\"id\":\"13726\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"5624\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"13724\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"5625\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"13725\",\"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\":\"5628\",\"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\":\"13728\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"5626\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"5627\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"5628\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"5630\",\"type\":\"CDSView\"}},\"id\":\"5629\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"13726\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"13727\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"13728\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"13730\",\"type\":\"CDSView\"}},\"id\":\"13729\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"5626\",\"type\":\"ColumnDataSource\"}},\"id\":\"5630\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"13726\",\"type\":\"ColumnDataSource\"}},\"id\":\"13730\",\"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\":\"5763\",\"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\":\"13953\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"5898\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"5899\",\"type\":\"UnionRenderers\"}},\"id\":\"5762\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"14178\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"14179\",\"type\":\"UnionRenderers\"}},\"id\":\"13952\",\"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\":\"5901\",\"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\":\"14181\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"5760\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"13950\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"5761\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"13951\",\"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\":\"5764\",\"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\":\"13954\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"5762\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"5763\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"5764\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"5766\",\"type\":\"CDSView\"}},\"id\":\"5765\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"13952\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"13953\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"13954\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"13956\",\"type\":\"CDSView\"}},\"id\":\"13955\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"13952\",\"type\":\"ColumnDataSource\"}},\"id\":\"13956\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"5762\",\"type\":\"ColumnDataSource\"}},\"id\":\"5766\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"24939\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"40869\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"8PjDAY8/fD/w+MMBjz+MP7T6UkGrL5U/8PjDAY8/nD+WexphuaehP7T6UkGrL6U/0nmLIZ23qD/w+MMBjz+sPw54/OGAx68/lnsaYbmnsT8luzZRsmuzP7T6UkGrL7U/QzpvMaTztj/SeYshnbe4P2G5pxGWe7o/8PjDAY8/vD9/OODxhwO+Pw54/OGAx78/z1sM6bzFwD+WexphuafBP16bKNm1icI/Jbs2UbJrwz/t2kTJrk3EP7T6UkGrL8U/fBphuacRxj9DOm8xpPPGPwtafamg1cc/0nmLIZ23yD+amZmZmZnJP2G5pxGWe8o/Kdm1iZJdyz/w+MMBjz/MP7gY0nmLIc0/fzjg8YcDzj9HWO5phOXOPw54/OGAx88/60sFrb5U0D/PWwzpvMXQP7JrEyW7NtE/lnsaYbmn0T96iyGdtxjSP16bKNm1idI/QasvFbT60j8luzZRsmvTPwnLPY2w3NM/7dpEya5N1D/Q6ksFrb7UP7T6UkGrL9U/mApafamg1T98GmG5pxHWP18qaPWlgtY/QzpvMaTz1j8nSnZtomTXPwtafamg1dc/7mmE5Z5G2D/SeYshnbfYP7aJkl2bKNk/mpmZmZmZ2T99qaDVlwraP2G5pxGWe9o/RcmuTZTs2j8p2bWJkl3bPwzpvMWQzts/8PjDAY8/3D/UCMs9jbDcP7gY0nmLId0/myjZtYmS3T9/OODxhwPeP2NI5y2GdN4/R1juaYTl3j8qaPWlglbfPw54/OGAx98/+cMBjz8c4D/rSwWtvlTgP93TCMs9jeA/z1sM6bzF4D/A4w8HPP7gP7JrEyW7NuE/pPMWQzpv4T+WexphuafhP4gDHn844OE/eoshnbcY4j9sEyW7NlHiP16bKNm1ieI/TyMs9zTC4j9Bqy8VtPriPzMzMzMzM+M/Jbs2UbJr4z8XQzpvMaTjPwnLPY2w3OM/+1JBqy8V5D/t2kTJrk3kP95iSOcthuQ/0OpLBa2+5D/Cck8jLPfkP7T6UkGrL+U/poJWXypo5T+YClp9qaDlP4qSXZso2eU/fBphuacR5j9tomTXJkrmP18qaPWlguY/UbJrEyW75j9DOm8xpPPmPzXCck8jLOc/J0p2baJk5z8Z0nmLIZ3nPwtafamg1ec//OGAxx8O6D/uaYTlnkboP+DxhwMef+g/0nmLIZ236D/EAY8/HPDoP7aJkl2bKOk/qBGWexph6T+amZmZmZnpP4shnbcY0uk/famg1ZcK6j9vMaTzFkPqP2G5pxGWe+o/U0GrLxW06j9Fya5NlOzqPzdRsmsTJes/Kdm1iZJd6z8aYbmnEZbrPwzpvMWQzus//nDA4w8H7D/w+MMBjz/sP+KAxx8OeOw/1AjLPY2w7D/GkM5bDOnsP7gY0nmLIe0/qaDVlwpa7T+bKNm1iZLtP42w3NMIy+0/fzjg8YcD7j9xwOMPBzzuP2NI5y2GdO4/VdDqSwWt7j9HWO5phOXuPzjg8YcDHu8/Kmj1pYJW7z8c8PjDAY/vPw54/OGAx+8/AAAAAAAA8D8=\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"18890\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"18891\",\"type\":\"UnionRenderers\"}},\"id\":\"18626\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"32930\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"32931\",\"type\":\"UnionRenderers\"}},\"id\":\"32576\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data_source\":{\"id\":\"24940\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"24941\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"24942\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"24944\",\"type\":\"CDSView\"}},\"id\":\"24943\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"40870\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"40871\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"40872\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"40874\",\"type\":\"CDSView\"}},\"id\":\"40873\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"24940\",\"type\":\"ColumnDataSource\"}},\"id\":\"24944\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"40870\",\"type\":\"ColumnDataSource\"}},\"id\":\"40874\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"18624\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"32574\",\"type\":\"Selection\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"F2zBFmzBhj8XbMEWbMGWPxEREREREaE/F2zBFmzBpj8cx3Ecx3GsPxEREREREbE/lD7pkz7psz8XbMEWbMG2P5qZmZmZmbk/HMdxHMdxvD+f9Emf9Em/PxEREREREcE/0id90id9wj+UPumTPunDP1VVVVVVVcU/F2zBFmzBxj/Ygi3Ygi3IP5qZmZmZmck/W7AFW7AFyz8cx3Ecx3HMP97d3d3d3c0/n/RJn/RJzz+wBVuwBVvQPxEREREREdE/chzHcRzH0T/SJ33SJ33SPzMzMzMzM9M/lD7pkz7p0z/1SZ/0SZ/UP1VVVVVVVdU/tmALtmAL1j8XbMEWbMHWP3d3d3d3d9c/2IIt2IIt2D85juM4juPYP5qZmZmZmdk/+qRP+qRP2j9bsAVbsAXbP7y7u7u7u9s/HMdxHMdx3D990id90ifdP97d3d3d3d0/P+mTPumT3j+f9Emf9EnfPwAAAAAAAOA/sAVbsAVb4D9hC7ZgC7bgPxEREREREeE/wRZswRZs4T9yHMdxHMfhPyIiIiIiIuI/0id90id94j+DLdiCLdjiPzMzMzMzM+M/5DiO4ziO4z+UPumTPunjP0REREREROQ/9Umf9Emf5D+lT/qkT/rkP1VVVVVVVeU/BluwBVuw5T+2YAu2YAvmP2ZmZmZmZuY/F2zBFmzB5j/HcRzHcRznP3d3d3d3d+c/KH3SJ33S5z/Ygi3Ygi3oP4mIiIiIiOg/OY7jOI7j6D/pkz7pkz7pP5qZmZmZmek/Sp/0SZ/06T/6pE/6pE/qP6uqqqqqquo/W7AFW7AF6z8LtmALtmDrP7y7u7u7u+s/bMEWbMEW7D8cx3Ecx3HsP83MzMzMzOw/fdInfdIn7T8u2IIt2ILtP97d3d3d3e0/juM4juM47j8/6ZM+6ZPuP+/u7u7u7u4/n/RJn/RJ7z9Q+qRP+qTvPwAAAAAAAPA/\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"25560\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"25561\",\"type\":\"UnionRenderers\"}},\"id\":\"25250\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"41670\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"41671\",\"type\":\"UnionRenderers\"}},\"id\":\"41270\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"18625\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"32575\",\"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\":\"18628\",\"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\":\"32578\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"32576\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"32577\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"32578\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"32580\",\"type\":\"CDSView\"}},\"id\":\"32579\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"18626\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"18627\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"18628\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"18630\",\"type\":\"CDSView\"}},\"id\":\"18629\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"18626\",\"type\":\"ColumnDataSource\"}},\"id\":\"18630\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"32576\",\"type\":\"ColumnDataSource\"}},\"id\":\"32580\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"25248\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"41268\",\"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\":\"18893\",\"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\":\"32933\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"19158\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"19159\",\"type\":\"UnionRenderers\"}},\"id\":\"18892\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"33288\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"33289\",\"type\":\"UnionRenderers\"}},\"id\":\"32932\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"25249\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"41269\",\"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\":\"25252\",\"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\":\"41272\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"25250\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"25251\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"25252\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"25254\",\"type\":\"CDSView\"}},\"id\":\"25253\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"41270\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"41271\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"41272\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"41274\",\"type\":\"CDSView\"}},\"id\":\"41273\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"25250\",\"type\":\"ColumnDataSource\"}},\"id\":\"25254\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"41270\",\"type\":\"ColumnDataSource\"}},\"id\":\"41274\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"18890\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"32930\",\"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\":\"25563\",\"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\":\"41673\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"25874\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"25875\",\"type\":\"UnionRenderers\"}},\"id\":\"25562\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"42074\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"42075\",\"type\":\"UnionRenderers\"}},\"id\":\"41672\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"18891\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"32931\",\"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\":\"18894\",\"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\":\"32934\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"18892\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"18893\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"18894\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"18896\",\"type\":\"CDSView\"}},\"id\":\"18895\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"32932\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"32933\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"32934\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"32936\",\"type\":\"CDSView\"}},\"id\":\"32935\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"18892\",\"type\":\"ColumnDataSource\"}},\"id\":\"18896\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"32932\",\"type\":\"ColumnDataSource\"}},\"id\":\"32936\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"25560\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"41670\",\"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\":\"19161\",\"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\":\"33291\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"19428\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"19429\",\"type\":\"UnionRenderers\"}},\"id\":\"19160\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACO5V31gHmgP47lXfWAeaA/AVKbOLnfyT92IVZ/hGHKP42XbhKDwNI/jZduEoPA0j+4zOmymNjSP7jM6bKY2NI/oKaWrfVF1D/5Eb9iDRfWPyf5Eb9iDdw/y4Eeatsw3D/ciCe7mdHdPzAUsB2MWOA/MBSwHYxY4D9FnbmHhO/gP/0TXKyoQeE//RNcrKhB4T/9E1ysqEHhP7Fx/bs+c+E/sXH9uz5z4T8FbAcj9gniPxr5vOKpR+I/Gvm84qlH4j9dwMsMG+XiP5p4B3jSwuQ/mngHeNLC5D94XFSLiGLlP8dim1Q0VuY//Bu0Vx8P6T+ZZyWt+IbtP868HHbfse4/PzVeukkM7z/1MLQ6OUPwP7TKTGn9rfA//YSzW8sk8T/EW+ffLnvxP29qoPmc+/I/x0j2CDUD8z89CtejcD32P1R0JJf/UPY/VHQkl/9Q9j/ylqsfm2T2Py4B+KdUifY/LgH4p1SJ9j84Z0Rpb/D2P2Tll8EYEfg/w9Zs5SX/+D/D1mzlJf/4P8PWbOUl//g/ZJeo3hqY+T+f46PFGQP6Pz/L8+DuLPo/OgMjL2ui+j8m32xzY7r6P9vhr8kadfs/2+GvyRp1+z8OnglNEsv7Pw6eCU0Sy/s/NkBpqFHI/D82QGmoUcj8PzZAaahRyPw/NkBpqFHI/D/sUbgehev9P1Khurn4G/4/WrQAbatZ/j8Oi1HX2rv+P+xJYHMOvgBA7Elgcw6+AEDsSWBzDr4AQGFPO/w1+QBASMFTyJUaAUA4ZW6+ER0CQDS+Ly5VCQNA5IV0eAjjA0DkhXR4COMDQOSFdHgI4wNAW6/pQUHJBEBbr+lBQckEQMSayqKwSwVA/HH75ZO1CEBmpN5TOa0LQGak3lM5rQtAP+du10vzDEAvGcdI9ggOQC8Zx0j2CA5A\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"33648\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"33649\",\"type\":\"UnionRenderers\"}},\"id\":\"33290\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"25561\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"41671\",\"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\":\"25564\",\"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\":\"41674\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"25562\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"25563\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"25564\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"25566\",\"type\":\"CDSView\"}},\"id\":\"25565\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"41672\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"41673\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"41674\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"41676\",\"type\":\"CDSView\"}},\"id\":\"41675\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"25562\",\"type\":\"ColumnDataSource\"}},\"id\":\"25566\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"41672\",\"type\":\"ColumnDataSource\"}},\"id\":\"41676\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"19158\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"33288\",\"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\":\"25877\",\"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\":\"42077\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"26190\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"26191\",\"type\":\"UnionRenderers\"}},\"id\":\"25876\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"42480\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"42481\",\"type\":\"UnionRenderers\"}},\"id\":\"42076\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"19159\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"33289\",\"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\":\"19162\",\"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\":\"33292\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"19160\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"19161\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"19162\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"19164\",\"type\":\"CDSView\"}},\"id\":\"19163\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"33290\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"33291\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"33292\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"33294\",\"type\":\"CDSView\"}},\"id\":\"33293\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"19160\",\"type\":\"ColumnDataSource\"}},\"id\":\"19164\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"33290\",\"type\":\"ColumnDataSource\"}},\"id\":\"33294\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"25874\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"42074\",\"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\":\"19431\",\"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\":\"33651\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"F2zBFmzBhj8XbMEWbMGWPxEREREREaE/F2zBFmzBpj8cx3Ecx3GsPxEREREREbE/lD7pkz7psz8XbMEWbMG2P5qZmZmZmbk/HMdxHMdxvD+f9Emf9Em/PxEREREREcE/0id90id9wj+UPumTPunDP1VVVVVVVcU/F2zBFmzBxj/Ygi3Ygi3IP5qZmZmZmck/W7AFW7AFyz8cx3Ecx3HMP97d3d3d3c0/n/RJn/RJzz+wBVuwBVvQPxEREREREdE/chzHcRzH0T/SJ33SJ33SPzMzMzMzM9M/lD7pkz7p0z/1SZ/0SZ/UP1VVVVVVVdU/tmALtmAL1j8XbMEWbMHWP3d3d3d3d9c/2IIt2IIt2D85juM4juPYP5qZmZmZmdk/+qRP+qRP2j9bsAVbsAXbP7y7u7u7u9s/HMdxHMdx3D990id90ifdP97d3d3d3d0/P+mTPumT3j+f9Emf9EnfPwAAAAAAAOA/sAVbsAVb4D9hC7ZgC7bgPxEREREREeE/wRZswRZs4T9yHMdxHMfhPyIiIiIiIuI/0id90id94j+DLdiCLdjiPzMzMzMzM+M/5DiO4ziO4z+UPumTPunjP0REREREROQ/9Umf9Emf5D+lT/qkT/rkP1VVVVVVVeU/BluwBVuw5T+2YAu2YAvmP2ZmZmZmZuY/F2zBFmzB5j/HcRzHcRznP3d3d3d3d+c/KH3SJ33S5z/Ygi3Ygi3oP4mIiIiIiOg/OY7jOI7j6D/pkz7pkz7pP5qZmZmZmek/Sp/0SZ/06T/6pE/6pE/qP6uqqqqqquo/W7AFW7AF6z8LtmALtmDrP7y7u7u7u+s/bMEWbMEW7D8cx3Ecx3HsP83MzMzMzOw/fdInfdIn7T8u2IIt2ILtP97d3d3d3e0/juM4juM47j8/6ZM+6ZPuP+/u7u7u7u4/n/RJn/RJ7z9Q+qRP+qTvPwAAAAAAAPA/\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"19700\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"19701\",\"type\":\"UnionRenderers\"}},\"id\":\"19430\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"34010\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"34011\",\"type\":\"UnionRenderers\"}},\"id\":\"33650\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"25875\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"42075\",\"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\":\"25878\",\"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\":\"42078\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"25876\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"25877\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"25878\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"25880\",\"type\":\"CDSView\"}},\"id\":\"25879\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"42076\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"42077\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"42078\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"42080\",\"type\":\"CDSView\"}},\"id\":\"42079\",\"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\":\"19704\",\"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\":\"34014\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"25876\",\"type\":\"ColumnDataSource\"}},\"id\":\"25880\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"42076\",\"type\":\"ColumnDataSource\"}},\"id\":\"42080\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"19428\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"33648\",\"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\":\"26193\",\"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\":\"42483\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"26508\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"26509\",\"type\":\"UnionRenderers\"}},\"id\":\"26192\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"42888\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"42889\",\"type\":\"UnionRenderers\"}},\"id\":\"42482\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"19429\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"33649\",\"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\":\"19432\",\"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\":\"33652\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"19430\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"19431\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"19432\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"19434\",\"type\":\"CDSView\"}},\"id\":\"19433\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"33650\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"33651\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"33652\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"33654\",\"type\":\"CDSView\"}},\"id\":\"33653\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"1142\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1143\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1144\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1146\",\"type\":\"CDSView\"}},\"id\":\"1145\",\"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\":\"26511\",\"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\":\"42891\",\"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\":\"1143\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"19430\",\"type\":\"ColumnDataSource\"}},\"id\":\"19434\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"33650\",\"type\":\"ColumnDataSource\"}},\"id\":\"33654\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"26190\",\"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\":\"19703\",\"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\":\"34013\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"42480\",\"type\":\"Selection\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"19974\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"19975\",\"type\":\"UnionRenderers\"}},\"id\":\"19702\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"34374\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"34375\",\"type\":\"UnionRenderers\"}},\"id\":\"34012\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"26191\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"42481\",\"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\":\"26194\",\"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\":\"42484\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"26192\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"26193\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"26194\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"26196\",\"type\":\"CDSView\"}},\"id\":\"26195\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"42482\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"42483\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"42484\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"42486\",\"type\":\"CDSView\"}},\"id\":\"42485\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"1158\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1159\",\"type\":\"UnionRenderers\"}},\"id\":\"1142\",\"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\":\"19977\",\"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\":\"34377\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"26192\",\"type\":\"ColumnDataSource\"}},\"id\":\"26196\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"42482\",\"type\":\"ColumnDataSource\"}},\"id\":\"42486\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"19700\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"34010\",\"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\":\"1144\",\"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\":\"1181\",\"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],\"Alive Sperm Millions\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"AliveSperm\":[671343,529238,1896892,202140,2264194,1071483,1968871,68750,3459582,0,1798906,2598269,1394775,1161450,545318,2661958,510809,465918,1390000,206101,590467,1433700,0,32177,1504174,438317,0,2485856,3640329,2398660,1042478,1625757,970250,783096,294470,2609829,488988,1562292,648782,716664,2121685,440482,1188283,1881829,959213,1870000,1920863,2349820,2193438,0,563716,922726,345157,2092801,1142366,3618797,1092574,1399562,1716090,316770,571248,293000,1186429,900160,1664653,2014402,1737078,3754376,1016412,668278,953248,698023,1244052,2379557,539265,1599635,1907126,2137981,1408528,276099,1635970,2557625,1032314,0,1670505,3088661,0,1832075,1176291,765848],\"Cage\":[7,7,7,7,7,7,7,7,7,7,8,8,8,8,8,8,8,8,9,9,9,9,9,9,9,9,9,10,10,10,10,10,10,10,10,11,11,11,11,11,11,11,11,11,11,12,12,12,12,12,12,12,16,16,16,16,16,16,17,17,17,17,17,26,26,26,26,26,26,26,26,26,26,27,27,27,27,27,27,27,27,27,28,28,28,28,28,28,28,28],\"Colony\":[9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,27,27,27,27,27,27,27,27,27,27,27,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84,84],\"Dead Sperm Millions\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"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\"],\"Infertil\":[0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0],\"Quality\":{\"__ndarray__\":\"AAAAAABQVUCpIDpYag5YQFbegONakFdAvtZrvdYrUEAir74Dm1dXQKpw89kqzFZAZZtLDbUOVUAAAAAAAABJQI7ohalA6VZAAAAAAAAA+H/ariNBf+pWQIixItuBK1hAEZGEweijV0DSrflhkTJTQHNr9N1+NFdAIRbzJqh3VUCXb/mWb9lUQBpr86aZLVVAAAAAAAAAVEDT8zzP83xQQAfJ+QXJGVhAHfiBH/iBWEAAAAAAAAD4f7fuZ56Rc1VAhGzVhUq/VEAs1QW8TN9UQAAAAAAAAPh/3I9897JSUUBceiCVMSFWQKjGCRt3ClVAu0NrPWceT0C6wmmHfctSQI5jjWxgkFZAUlwR+2Z0VUCG6M4bwI5HQDhIRlJs6VJAPM/zPM9zQkC56Z4F7VtQQJOt0yo7LjZAefT21qOqTEDKzycisMVQQEVeYrmeBVRA6pc+wKnNVUBO+pgLghVQQAq0QAu0cFFAAAAAAAAAVEBXZTrP83xQQHiS+AXJGVhAriSBH/iBWEAAAAAAAAAAAKz9QjTf4FRAvW/fF5VFUkAYtl2lKutUQOkZXnLmalRAPqalqP4TR0Ch2BDQHHpWQMzwNYZmAFdA+pduMdeSVkD5Q6vceVdYQNDIgFhMKExAP7WPT2dtUkDtPq6qqmpYQGtjNmZjdlhAVFCTET6wV0D7VUZE7bpQQJ1dCIM8olZA45U9bNYyVECJDmAVWP1XQNW/NcFBllZATbwkStJeU0DNvOo7XvxRQAnCNl6RbFBAfTFKhlLTVUDgckis/RNQQD1vtvuN8lZA7Dpt8DL5UUB87dtB04VPQI1HBD6aXFRACg/9h7K2VECY6rjQCz1VQNbYDA2X9VVAwn1PcugDWEArT//da8xRQAAAAAAAAPh/AJilfIwBVEDsrHGR1g9WQAAAAAAAAAAA54JlMr16VkATwVFVVZVVQMHavYFu+1RA\",\"dtype\":\"float64\",\"shape\":[90]},\"Quantity\":[787500,550000,2012500,312500,2425000,1175000,2337500,137500,3775000,0,1962500,2687500,1475000,1512500,587500,3100000,612500,550000,1737500,312500,612500,1462500,0,37500,1812500,525000,150000,3587500,4112500,2850000,1675000,2162500,1075000,912500,625000,3450000,1325000,2387500,2925000,1250000,3162500,550000,1362500,2925000,1375000,2337500,2912500,2437500,2237500,3150000,675000,1262500,412500,2562500,2475000,4025000,1187500,1550000,1762500,562500,775000,300000,1212500,950000,2487500,2225000,2150000,3912500,1125000,862500,1325000,1062500,1425000,3700000,587500,2225000,3025000,2625000,1700000,325000,1862500,2662500,1450000,0,2087500,3500000,2287500,2037500,1362500,912500],\"Quantity Millions\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"Sample\":[1,10,2,3,4,5,6,7,8,9,1,10,4,5,6,7,8,9,1,2,3,4,5,6,7,8,9,1,2,3,4,5,6,7,8,1,10,2,3,4,5,6,7,8,9,1,2,3,4,5,6,7,1,2,3,4,5,6,1,2,3,4,5,1,10,2,3,4,5,6,7,8,9,1,2,3,4,5,6,7,8,9,1,2,3,4,5,6,7,8],\"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\",\"P9-1-9\",\"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\",\"P9-3-5\",\"P9-3-6\",\"P9-3-7\",\"P9-3-8\",\"P9-3-9\",\"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\",\"P10-3-5\",\"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\",\"P84-3-2\",\"P84-3-3\",\"P84-3-4\",\"P84-3-5\",\"P84-3-6\",\"P84-3-7\",\"P84-3-8\"],\"Specimen\":[16,19,17,21,22,23,24,25,26,18,33,104,34,35,36,20,101,103,99,38,98,37,40,39,92,93,94,45,44,135,64,67,46,63,156,60,87,56,55,54,53,49,89,88,57,72,73,74,75,76,137,136,27,28,29,30,31,32,97,102,95,96,100,138,147,139,140,141,142,143,144,145,146,118,119,120,121,122,123,124,125,126,148,149,150,151,152,153,154,155],\"Sperm Volume per 500 ul\":[787500,550000,2012500,312500,2425000,1175000,2337500,137500,3775000,0,1962500,2687500,1475000,1512500,587500,3100000,612500,550000,1737500,312500,612500,1462500,0,37500,1812500,525000,150000,3587500,4112500,2850000,1675000,2162500,1075000,912500,625000,3450000,1325000,2387500,2925000,1250000,3162500,550000,1362500,2925000,1375000,2337500,2912500,2437500,2237500,3150000,675000,1262500,412500,2562500,2475000,4025000,1187500,1550000,1762500,562500,775000,300000,1212500,950000,2487500,2225000,2150000,3912500,1125000,862500,1325000,1062500,1425000,3700000,587500,2225000,3025000,2625000,1700000,325000,1862500,2662500,1450000,0,2087500,3500000,2287500,2037500,1362500,912500],\"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\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\"],\"TreatmentNCSS\":[2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2],\"ViabilityRaw (%)\":[\"85.25\",\"96.225240761533\",\"94.2555474050981\",\"64.6849816849817\",\"93.3688363420629\",\"91.1901154401154\",\"84.2298005331373\",\"50\",\"91.6445716674518\",\"76.3333333333333\",\"91.6640169952838\",\"96.6798007811359\",\"94.5610812944981\",\"76.7901234567901\",\"92.8202433478271\",\"85.8696381925479\",\"83.3974358974359\",\"84.7125031830914\",\"80\",\"65.952380952381\",\"96.4028944911298\",\"98.0307692307692\",\"0\",\"85.8057628645864\",\"82.98892351\",\"83.4890585\",\"0\",\"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\",\"0\",\"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\",\"NO SPERM\",\"80.02419964\",\"88.2474712\",\"0\",\"89.91779766\",\"86.33333333\",\"83.9286198\"],\"__ECDF\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"__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\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\",\"Pesticide\"],\"index\":[47,48,49,50,51,52,53,54,55,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,79,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98,128,129,130,131,132,133,134,135,136,137,138,208,209,210,211,212,213,214,215,216,217,218,219,220,221,222,223,224,225,226,227,228,229,230,231,232,233,234]},\"selected\":{\"id\":\"1074\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1075\",\"type\":\"UnionRenderers\"}},\"id\":\"1049\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"1250\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"1449\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2475\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"1450\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1451\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1452\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1454\",\"type\":\"CDSView\"}},\"id\":\"1453\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"2476\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"2477\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2478\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"2480\",\"type\":\"CDSView\"}},\"id\":\"2479\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1450\",\"type\":\"ColumnDataSource\"}},\"id\":\"1454\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"2476\",\"type\":\"ColumnDataSource\"}},\"id\":\"2480\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"1530\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1531\",\"type\":\"UnionRenderers\"}},\"id\":\"1490\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"2628\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2629\",\"type\":\"UnionRenderers\"}},\"id\":\"2552\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"1488\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2550\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"1489\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2551\",\"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\":\"1492\",\"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\":\"2554\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1490\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1491\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1492\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1494\",\"type\":\"CDSView\"}},\"id\":\"1493\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"2552\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"2553\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2554\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"2556\",\"type\":\"CDSView\"}},\"id\":\"2555\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1490\",\"type\":\"ColumnDataSource\"}},\"id\":\"1494\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"2552\",\"type\":\"ColumnDataSource\"}},\"id\":\"2556\",\"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\":\"1533\",\"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\":\"2631\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"1574\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1575\",\"type\":\"UnionRenderers\"}},\"id\":\"1532\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"2708\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2709\",\"type\":\"UnionRenderers\"}},\"id\":\"2630\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"1530\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2628\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"1531\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2629\",\"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\":\"1534\",\"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\":\"2632\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1532\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1533\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1534\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1536\",\"type\":\"CDSView\"}},\"id\":\"1535\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"2630\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"2631\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2632\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"2634\",\"type\":\"CDSView\"}},\"id\":\"2633\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1532\",\"type\":\"ColumnDataSource\"}},\"id\":\"1536\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"2630\",\"type\":\"ColumnDataSource\"}},\"id\":\"2634\",\"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\":\"1577\",\"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\":\"2711\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"1620\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1621\",\"type\":\"UnionRenderers\"}},\"id\":\"1576\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"2790\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2791\",\"type\":\"UnionRenderers\"}},\"id\":\"2710\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2708\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"1574\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"1575\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2709\",\"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\":\"1578\",\"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\":\"2712\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1576\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1577\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1578\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1580\",\"type\":\"CDSView\"}},\"id\":\"1579\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"2710\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"2711\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2712\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"2714\",\"type\":\"CDSView\"}},\"id\":\"2713\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1576\",\"type\":\"ColumnDataSource\"}},\"id\":\"1580\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"2710\",\"type\":\"ColumnDataSource\"}},\"id\":\"2714\",\"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\":\"1623\",\"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\":\"2793\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"1668\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1669\",\"type\":\"UnionRenderers\"}},\"id\":\"1622\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"2874\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2875\",\"type\":\"UnionRenderers\"}},\"id\":\"2792\",\"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\":\"1671\",\"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\":\"2877\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2790\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"1620\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2791\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"1621\",\"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\":\"1624\",\"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\":\"2794\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1622\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1623\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1624\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1626\",\"type\":\"CDSView\"}},\"id\":\"1625\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"2792\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"2793\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2794\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"2796\",\"type\":\"CDSView\"}},\"id\":\"2795\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1622\",\"type\":\"ColumnDataSource\"}},\"id\":\"1626\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"2792\",\"type\":\"ColumnDataSource\"}},\"id\":\"2796\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"7875\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"7876\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"7877\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"7878\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"7880\",\"type\":\"CDSView\"}},\"id\":\"7879\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"7876\",\"type\":\"ColumnDataSource\"}},\"id\":\"7880\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"8208\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"8209\",\"type\":\"UnionRenderers\"}},\"id\":\"8042\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"8040\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"8041\",\"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\":\"8044\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"8042\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"8043\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"8044\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"8046\",\"type\":\"CDSView\"}},\"id\":\"8045\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"8042\",\"type\":\"ColumnDataSource\"}},\"id\":\"8046\",\"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\":\"8211\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"8378\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"8379\",\"type\":\"UnionRenderers\"}},\"id\":\"8210\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"8208\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"8209\",\"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\":\"8212\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"8210\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"8211\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"8212\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"8214\",\"type\":\"CDSView\"}},\"id\":\"8213\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"8210\",\"type\":\"ColumnDataSource\"}},\"id\":\"8214\",\"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\":\"8381\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"8550\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"8551\",\"type\":\"UnionRenderers\"}},\"id\":\"8380\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"axis_label\":\"ECDF\",\"formatter\":{\"id\":\"1044\",\"type\":\"BasicTickFormatter\"},\"ticker\":{\"id\":\"1017\",\"type\":\"BasicTicker\"}},\"id\":\"1016\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"8378\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"8379\",\"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\":\"8382\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"8380\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"8381\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"8382\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"8384\",\"type\":\"CDSView\"}},\"id\":\"8383\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"8380\",\"type\":\"ColumnDataSource\"}},\"id\":\"8384\",\"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\":\"8553\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"8724\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"8725\",\"type\":\"UnionRenderers\"}},\"id\":\"8552\",\"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\":\"8727\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"8550\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"8551\",\"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\":\"8554\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"8552\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"8553\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"8554\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"8556\",\"type\":\"CDSView\"}},\"id\":\"8555\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"8552\",\"type\":\"ColumnDataSource\"}},\"id\":\"8556\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"4850\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"4851\",\"type\":\"UnionRenderers\"}},\"id\":\"4730\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"12198\",\"type\":\"Selection\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"12410\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"12411\",\"type\":\"UnionRenderers\"}},\"id\":\"12200\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"4728\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"4729\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"12199\",\"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\":\"4732\",\"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\":\"12202\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"4730\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"4731\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"4732\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"4734\",\"type\":\"CDSView\"}},\"id\":\"4733\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"12200\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"12201\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"12202\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"12204\",\"type\":\"CDSView\"}},\"id\":\"12203\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"4730\",\"type\":\"ColumnDataSource\"}},\"id\":\"4734\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"12200\",\"type\":\"ColumnDataSource\"}},\"id\":\"12204\",\"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\":\"4853\",\"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\":\"12413\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"4974\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"4975\",\"type\":\"UnionRenderers\"}},\"id\":\"4852\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"12624\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"12625\",\"type\":\"UnionRenderers\"}},\"id\":\"12412\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"4850\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"12410\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"4851\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"12411\",\"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\":\"4854\",\"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\":\"12414\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"4852\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"4853\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"4854\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"4856\",\"type\":\"CDSView\"}},\"id\":\"4855\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"12412\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"12413\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"12414\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"12416\",\"type\":\"CDSView\"}},\"id\":\"12415\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"ticker\":{\"id\":\"1012\",\"type\":\"BasicTicker\"}},\"id\":\"1015\",\"type\":\"Grid\"},{\"attributes\":{\"source\":{\"id\":\"4852\",\"type\":\"ColumnDataSource\"}},\"id\":\"4856\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"12412\",\"type\":\"ColumnDataSource\"}},\"id\":\"12416\",\"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\":\"4977\",\"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\":\"12627\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"5100\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"5101\",\"type\":\"UnionRenderers\"}},\"id\":\"4976\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAjuVd9YB5oD92IVZ/hGHKP9pU3SObq9E/jZduEoPA0j+4zOmymNjSP7jM6bKY2NI/uMzpspjY0j/5Eb9iDRfWP/kRv2INF9Y/J/kRv2IN3D8n+RG/Yg3cPyf5Eb9iDdw/3Ignu5nR3T/ciCe7mdHdP9yIJ7uZ0d0/3Ignu5nR3T9FnbmHhO/gP7Fx/bs+c+E/sXH9uz5z4T8a+bziqUfiP13Aywwb5eI/XcDLDBvl4j9dwMsMG+XiP13Aywwb5eI/eFxUi4hi5T++wKxQpHvlP8dim1Q0VuY/mWclrfiG7T/tRh/zAYHuP0I/U69bhPA/Qj9Tr1uE8D/9hLNbyyTxP/2Es1vLJPE/xFvn3y578T/EW+ffLnvxP8Rb598ue/E/VP8gkiFH8j9vaqD5nPvyP9Bf6BGj5/M/PQrXo3A99j/ylqsfm2T2P/KWqx+bZPY/LgH4p1SJ9j8uAfinVIn2PzhnRGlv8PY/OGdEaW/w9j9k5ZfBGBH4P2Tll8EYEfg/ZJeo3hqY+T+f46PFGQP6Pz/L8+DuLPo/Jt9sc2O6+j8OnglNEsv7P+xRuB6F6/0/DotR19q7/j8Oi1HX2rv+Pw6LUdfau/4/X6+w4H6A/z/X+bfLfh0AQGFPO/w1+QBASMFTyJUaAUBIwVPIlRoBQEjBU8iVGgFA323eOCmMAUA4ZW6+ER0CQM7km21uzAJAcclxp3QwA0BxyXGndDADQHHJcad0MANA5IV0eAjjA0AVONkG7uAEQBU42Qbu4ARAxJrKorBLBUDEmsqisEsFQPxx++WTtQhA/HH75ZO1CED8cfvlk7UIQPxx++WTtQhAZqTeUzmtC0BmpN5TOa0LQGak3lM5rQtAZqTeUzmtC0BmpN5TOa0LQD/nbtdL8wxAbXGNz2QfDUBtcY3PZB8NQG1xjc9kHw1A\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"12840\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"12841\",\"type\":\"UnionRenderers\"}},\"id\":\"12626\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"4974\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"12624\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"4975\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"12625\",\"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\":\"4978\",\"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\":\"12628\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"4976\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"4977\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"4978\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"4980\",\"type\":\"CDSView\"}},\"id\":\"4979\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"12626\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"12627\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"12628\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"12630\",\"type\":\"CDSView\"}},\"id\":\"12629\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"4976\",\"type\":\"ColumnDataSource\"}},\"id\":\"4980\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"12626\",\"type\":\"ColumnDataSource\"}},\"id\":\"12630\",\"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\":\"5103\",\"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\":\"12843\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"5228\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"5229\",\"type\":\"UnionRenderers\"}},\"id\":\"5102\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAmpmZmZmZqT+amZmZmZmpP5qZmZmZmak/7PoFu2Hbtj+cNA2K5gG8P5w0DYrmAbw/j05d+SzPvz+PTl35LM+/P8K/CBozicA/tyqJ7IMswz+3KonsgyzDP7cqieyDLMM/JlRweEFExj8mVHB4QUTGPyZUcHhBRMY/JlRweEFExj8g8SvWcJHHP5qZmZmZmck/EOoihbLw0j/yKmub4nHXP6Df929eHOQ/Ewt8Rbde5D8TC3xFt17kPxMLfEW3XuQ/EodsIF1s5z8Sh2wgXWznP2w9QzhmWe0/PWTKh6Dq7j89ZMqHoOruP1NZFHZR9O8/JNQMqaI48D8k1AypojjwP0/IztvYbPA/SDSBIhbx8T9INIEiFvHxP0g0gSIW8fE//aAuUihL8j/4VblQ+ZfyP/hVuVD5l/I/+FW5UPmX8j/4VblQ+ZfyP0USvYxiefM/AvG6fsEu9D8C8bp+wS70PwLxun7BLvQ/AvG6fsEu9D9QwkzbvzL0Pw8O9iaGZPc/lNxhE5m59z+U3GETmbn3P+OpRxrc1vg/46lHGtzW+D8pWyTtRl/5PylbJO1GX/k/JZLoZRQL+j8lkuhlFAv6PwPQKF36V/o/Obh0zHlG+z/ChxItefz7P8KHEi15/Ps/N3LdlPJa/D83ct2U8lr8Pzdy3ZTyWvw/N3LdlPJa/D83ct2U8lr8P2Y4ns+Aevw/Zjiez4B6/D9mOJ7PgHr8P2Y4ns+Aevw/zqChf4LL/D+8dJMYBNb8P8KiIk4n2fw/wqIiTifZ/D9mZmZmZqb9P7jOv132K/8/2VpfJLRl/z8ZIxKFlrX/PxkjEoWWtf8/BYpYxLBDAEBNEkvK3WcAQE0SS8rdZwBAEm3H1F15AEASbcfUXXkAQDPDRlm/mQBAM8NGWb+ZAECa7+AnDqAAQCKl2TwOowBAzlZe8j/ZAEALe9rhr0kBQDqVDABV3AFAaOvgYG8iAkALsmX5ukwCQP8h/fZ1gAJAkdYYdEKIAkCR1hh0QogCQNbfEoB/qgJADhKifEHLAkAOEqJ8QcsCQGyZDMfzOQNAbJkMx/M5A0BsmQzH8zkDQLUaEvdYOgNAYr8n1qlSA0AvGFxzR/8DQC8YXHNH/wNA/WmjOh2oBED9aaM6HagEQMb4MHvZ1gRAxvgwe9nWBECb6PNRRtwEQGZmZmZm5gRAHRzsTQypBUDJycStgtgFQHodccgG8gVA8Kmc9pT8BUDsavKU1RQGQNogk4ycRQZAU84Xey9eB0BTzhd7L14HQCk900uMJQhAc/ON6J41CEBF2safqEwIQEXaxp+oTAhAq5UJv9SvCECsG++OjLUIQOkLIef93whA6Qsh5/3fCEAdVyO70hIKQEMhAg6hagpAQyECDqFqCkDe4uE9B3YKQNttF5rrtAtANxYUBmVaDEA1kgThCmgOQOcDAp1J6xBAM93rpL4MEUAz3eukvgwRQE/kSdI1cxhAT+RJ0jVzGEA=\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"13058\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"13059\",\"type\":\"UnionRenderers\"}},\"id\":\"12842\",\"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\":\"5232\",\"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\":\"13062\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"5100\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"12840\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"5101\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"12841\",\"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\":\"5104\",\"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\":\"12844\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"5102\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"5103\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"5104\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"5106\",\"type\":\"CDSView\"}},\"id\":\"5105\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"12842\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"12843\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"12844\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"12846\",\"type\":\"CDSView\"}},\"id\":\"12845\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"5102\",\"type\":\"ColumnDataSource\"}},\"id\":\"5106\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"12842\",\"type\":\"ColumnDataSource\"}},\"id\":\"12846\",\"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\":\"5231\",\"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\":\"13061\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"5358\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"5359\",\"type\":\"UnionRenderers\"}},\"id\":\"5230\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"13278\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"13279\",\"type\":\"UnionRenderers\"}},\"id\":\"13060\",\"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\":\"5361\",\"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\":\"13281\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"5228\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"13058\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"17325\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"24020\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"24021\",\"type\":\"UnionRenderers\"}},\"id\":\"23720\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data_source\":{\"id\":\"17326\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"17327\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"17328\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"17330\",\"type\":\"CDSView\"}},\"id\":\"17329\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"17326\",\"type\":\"ColumnDataSource\"}},\"id\":\"17330\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"23718\",\"type\":\"Selection\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"17838\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"17839\",\"type\":\"UnionRenderers\"}},\"id\":\"17582\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"23719\",\"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\":\"23722\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"23720\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"23721\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"23722\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"23724\",\"type\":\"CDSView\"}},\"id\":\"23723\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"23720\",\"type\":\"ColumnDataSource\"}},\"id\":\"23724\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"17580\",\"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\":\"24023\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"24324\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"24325\",\"type\":\"UnionRenderers\"}},\"id\":\"24022\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"17581\",\"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\":\"17584\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"17582\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"17583\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"17584\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"17586\",\"type\":\"CDSView\"}},\"id\":\"17585\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"17582\",\"type\":\"ColumnDataSource\"}},\"id\":\"17586\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"24020\",\"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\":\"17841\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"18098\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"18099\",\"type\":\"UnionRenderers\"}},\"id\":\"17840\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"24021\",\"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\":\"24024\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"24022\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"24023\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"24024\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"24026\",\"type\":\"CDSView\"}},\"id\":\"24025\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"24022\",\"type\":\"ColumnDataSource\"}},\"id\":\"24026\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"17838\",\"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\":\"24327\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"24630\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"24631\",\"type\":\"UnionRenderers\"}},\"id\":\"24326\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"1179\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"17839\",\"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\":\"17842\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"17840\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"17841\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"17842\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"17844\",\"type\":\"CDSView\"}},\"id\":\"17843\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"17840\",\"type\":\"ColumnDataSource\"}},\"id\":\"17844\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"24324\",\"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\":\"18101\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"18360\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"18361\",\"type\":\"UnionRenderers\"}},\"id\":\"18100\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"24325\",\"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\":\"24328\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"24326\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"24327\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"24328\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"24330\",\"type\":\"CDSView\"}},\"id\":\"24329\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"24326\",\"type\":\"ColumnDataSource\"}},\"id\":\"24330\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"18098\",\"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\":\"24633\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"24938\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"24939\",\"type\":\"UnionRenderers\"}},\"id\":\"24632\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"18099\",\"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\":\"18102\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"18100\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"18101\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"18102\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"18104\",\"type\":\"CDSView\"}},\"id\":\"18103\",\"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\":\"24942\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"18100\",\"type\":\"ColumnDataSource\"}},\"id\":\"18104\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"24630\",\"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\":\"18363\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACamZmZmZmxP5qZmZmZmbE/mpmZmZmZsT92IVZ/hGHKP3YhVn+EYco/oKaWrfVF1D/5Eb9iDRfWPyf5Eb9iDdw/y4Eeatsw3D/LgR5q2zDcP9yIJ7uZ0d0/3Ignu5nR3T8wFLAdjFjgPzAUsB2MWOA/MBSwHYxY4D9FnbmHhO/gP/0TXKyoQeE//RNcrKhB4T/9E1ysqEHhP/0TXKyoQeE/sXH9uz5z4T+xcf27PnPhPxr5vOKpR+I/XcDLDBvl4j94XFSLiGLlP8dim1Q0VuY/sw5HV+nu5j/Pnzaq04HoPwRbJVgczuw/mWclrfiG7T/1MLQ6OUPwP/UwtDo5Q/A/Qj9Tr1uE8D+0ykxp/a3wP/2Es1vLJPE/xFvn3y578T9U/yCSIUfyP/cGX5hMlfI/9wZfmEyV8j8kRPmCFtLyP8dI9gg1A/M/x0j2CDUD8z89CtejcD32Pz0K16NwPfY/VHQkl/9Q9j9UdCSX/1D2P/KWqx+bZPY/8parH5tk9j/ylqsfm2T2P/KWqx+bZPY/ZOWXwRgR+D/D1mzlJf/4P8PWbOUl//g/ZJeo3hqY+T+f46PFGQP6PzoDIy9rovo/Jt9sc2O6+j8m32xzY7r6P9vhr8kadfs/Dp4JTRLL+z9xGw3gLVD9P+xRuB6F6/0/6J51jZaD/j8Oi1HX2rv+P1+vsOB+gP8/X6+w4H6A/z9fr7DgfoD/P2FPO/w1+QBA323eOCmMAUDO5JttbswCQDS+Ly5VCQNAcclxp3QwA0BxyXGndDADQFuv6UFByQRAFTjZBu7gBEAVONkG7uAEQBU42Qbu4ARAxJrKorBLBUD8cfvlk7UIQGak3lM5rQtAZqTeUzmtC0BmpN5TOa0LQD/nbtdL8wxA\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"18624\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"18625\",\"type\":\"UnionRenderers\"}},\"id\":\"18362\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"24631\",\"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\":\"24634\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"24632\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"24633\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"24634\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"24636\",\"type\":\"CDSView\"}},\"id\":\"24635\",\"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\":\"18627\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"24632\",\"type\":\"ColumnDataSource\"}},\"id\":\"24636\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"18360\",\"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\":\"24941\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA6rRug9pvnT9mZmZmZmamP2ZmZmZmZqY/mpmZmZmZqT/owHKEDOSxP+jAcoQM5LE/6MByhAzksT+8Bn3p7c+1P/GcLSC0HrY/8ZwtILQetj/xnC0gtB62P+z6Bbth27Y/wr8IGjOJwD+3KonsgyzDPyZUcHhBRMY/mpmZmZmZyT8Q6iKFsvDSP/Iqa5vicdc/8iprm+Jx1z9NnrKarifgP6Df929eHOQ/oN/3b14c5D9K0jWTb7bkPw97oYDt4Oo/zbT9KyvN7T/NtP0rK83tP1NZFHZR9O8/JNQMqaI48D9PyM7b2GzwP7whjQqc7PA/vCGNCpzs8D+u8C4X8V3xP0g0gSIW8fE/AvG6fsEu9D8C8bp+wS70P1DCTNu/MvQ/BFslWBzO9T+vCP63kh34P+tSI/Qzdfg/46lHGtzW+D8pWyTtRl/5PyWS6GUUC/o/A9AoXfpX+j85uHTMeUb7Pzm4dMx5Rvs/N3LdlPJa/D9mOJ7PgHr8P2Y4ns+Aevw/wqIiTifZ/D9mZmZmZqb9P/a4b7VO3P0/uM6/XfYr/z/ZWl8ktGX/PxkjEoWWtf8/GSMShZa1/z9bs5WX/C8AQAWKWMSwQwBATRJLyt1nAEASbcfUXXkAQBJtx9RdeQBAAAAAAACAAEAzw0ZZv5kAQDPDRlm/mQBAIqXZPA6jAEDOVl7yP9kAQM5WXvI/2QBAzR39L9ciAUDNHf0v1yIBQAt72uGvSQFAC3va4a9JAUAejUP9LowBQB6NQ/0ujAFAHo1D/S6MAUAejUP9LowBQHTPukbLoQFAOpUMAFXcAUA6lQwAVdwBQGjr4GBvIgJA/yH99nWAAkD/If32dYACQJHWGHRCiAJA1t8SgH+qAkDW3xKAf6oCQA4SonxBywJADhKifEHLAkC1GhL3WDoDQGK/J9apUgNAYr8n1qlSA0AvGFxzR/8DQC8YXHNH/wNALxhcc0f/A0D9aaM6HagEQMb4MHvZ1gRAm+jzUUbcBEBmZmZmZuYEQEIJM23/CgVAQgkzbf8KBUBCCTNt/woFQB0c7E0MqQVAeh1xyAbyBUDwqZz2lPwFQNXRcTWySwZAJSGRtvFHB0ANNJ9zt0sHQFPOF3svXgdAKT3TS4wlCEBF2safqEwIQKuVCb/UrwhA6Qsh5/3fCEDni70XX3QJQOeLvRdfdAlA54u9F190CUDvAE9auOwJQB1XI7vSEgpAQyECDqFqCkDe4uE9B3YKQFa6u86GXAtA220Xmuu0C0AsZK4Mqk0MQCxkrgyqTQxANxYUBmVaDEB6jV2ieusNQA1Z3eo5KQ5ADVnd6jkpDkANWd3qOSkOQHu3eeOkMA5ANZIE4QpoDkA1kgThCmgOQDWSBOEKaA5A5wMCnUnrEECInSl0XvMQQDPd66S+DBFAM93rpL4MEUAAAAAAAAAUQE/kSdI1cxhAT+RJ0jVzGEA=\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"25248\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"25249\",\"type\":\"UnionRenderers\"}},\"id\":\"24940\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"18361\",\"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\":\"18364\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"18362\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"18363\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"18364\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"18366\",\"type\":\"CDSView\"}},\"id\":\"18365\",\"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\":\"25251\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"18362\",\"type\":\"ColumnDataSource\"}},\"id\":\"18366\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"24938\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"30825\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"39680\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"39681\",\"type\":\"UnionRenderers\"}},\"id\":\"39290\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data_source\":{\"id\":\"30826\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"30827\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"30828\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"30830\",\"type\":\"CDSView\"}},\"id\":\"30829\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"30826\",\"type\":\"ColumnDataSource\"}},\"id\":\"30830\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"39288\",\"type\":\"Selection\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"31518\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"31519\",\"type\":\"UnionRenderers\"}},\"id\":\"31172\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"39289\",\"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\":\"39292\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"39290\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"39291\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"39292\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"39294\",\"type\":\"CDSView\"}},\"id\":\"39293\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"39290\",\"type\":\"ColumnDataSource\"}},\"id\":\"39294\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"31170\",\"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\":\"39683\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"40074\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"40075\",\"type\":\"UnionRenderers\"}},\"id\":\"39682\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"31171\",\"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\":\"31174\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"31172\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"31173\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"31174\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"31176\",\"type\":\"CDSView\"}},\"id\":\"31175\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"31172\",\"type\":\"ColumnDataSource\"}},\"id\":\"31176\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"39680\",\"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\":\"31521\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"31868\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"31869\",\"type\":\"UnionRenderers\"}},\"id\":\"31520\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"39681\",\"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\":\"39684\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"39682\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"39683\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"39684\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"39686\",\"type\":\"CDSView\"}},\"id\":\"39685\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"39682\",\"type\":\"ColumnDataSource\"}},\"id\":\"39686\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"31518\",\"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\":\"40077\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"40470\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"40471\",\"type\":\"UnionRenderers\"}},\"id\":\"40076\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"31519\",\"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\":\"31522\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"31520\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"31521\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"31522\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"31524\",\"type\":\"CDSView\"}},\"id\":\"31523\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"31520\",\"type\":\"ColumnDataSource\"}},\"id\":\"31524\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"40074\",\"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\":\"31871\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"32220\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"32221\",\"type\":\"UnionRenderers\"}},\"id\":\"31870\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"40075\",\"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\":\"40078\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"40076\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"40077\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"40078\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"40080\",\"type\":\"CDSView\"}},\"id\":\"40079\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"40076\",\"type\":\"ColumnDataSource\"}},\"id\":\"40080\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"31868\",\"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\":\"40473\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"40868\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"40869\",\"type\":\"UnionRenderers\"}},\"id\":\"40472\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"31869\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"overlay\":{\"id\":\"1046\",\"type\":\"BoxAnnotation\"}},\"id\":\"1023\",\"type\":\"BoxZoomTool\"},{\"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\":\"31872\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"31870\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"31871\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"31872\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"31874\",\"type\":\"CDSView\"}},\"id\":\"31873\",\"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\":\"40872\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"31870\",\"type\":\"ColumnDataSource\"}},\"id\":\"31874\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"40470\",\"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\":\"32223\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"32574\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"32575\",\"type\":\"UnionRenderers\"}},\"id\":\"32222\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"40471\",\"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\":\"40474\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"40472\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"40473\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"40474\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"40476\",\"type\":\"CDSView\"}},\"id\":\"40475\",\"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\":\"32577\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"40472\",\"type\":\"ColumnDataSource\"}},\"id\":\"40476\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"32220\",\"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\":\"40871\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"41268\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"41269\",\"type\":\"UnionRenderers\"}},\"id\":\"40870\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"32221\",\"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\":\"32224\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"32222\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"32223\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"32224\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"32226\",\"type\":\"CDSView\"}},\"id\":\"32225\",\"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\":\"41271\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"32222\",\"type\":\"ColumnDataSource\"}},\"id\":\"32226\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"40868\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"1280\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1281\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1282\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1284\",\"type\":\"CDSView\"}},\"id\":\"1283\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1280\",\"type\":\"ColumnDataSource\"}},\"id\":\"1284\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"1308\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"1309\",\"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\":\"1312\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1310\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1311\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1312\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1314\",\"type\":\"CDSView\"}},\"id\":\"1313\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1310\",\"type\":\"ColumnDataSource\"}},\"id\":\"1314\",\"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\":\"1343\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"1374\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1375\",\"type\":\"UnionRenderers\"}},\"id\":\"1342\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"1340\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"1341\",\"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\":\"1344\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1342\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1343\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1344\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1346\",\"type\":\"CDSView\"}},\"id\":\"1345\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1342\",\"type\":\"ColumnDataSource\"}},\"id\":\"1346\",\"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\":\"1377\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"1410\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1411\",\"type\":\"UnionRenderers\"}},\"id\":\"1376\",\"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\":\"1414\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"1374\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"1375\",\"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\":\"1378\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1376\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1377\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1378\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1380\",\"type\":\"CDSView\"}},\"id\":\"1379\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1376\",\"type\":\"ColumnDataSource\"}},\"id\":\"1380\",\"type\":\"CDSView\"},{\"attributes\":{\"data_source\":{\"id\":\"1412\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1413\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1414\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1416\",\"type\":\"CDSView\"}},\"id\":\"1415\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1412\",\"type\":\"ColumnDataSource\"}},\"id\":\"1416\",\"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\":\"1452\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"1411\",\"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\":\"1451\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"1488\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1489\",\"type\":\"UnionRenderers\"}},\"id\":\"1450\",\"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\":\"1491\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"1448\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"4149\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"4150\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"4151\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"4152\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"4154\",\"type\":\"CDSView\"}},\"id\":\"4153\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"4150\",\"type\":\"ColumnDataSource\"}},\"id\":\"4154\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"4374\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"4375\",\"type\":\"UnionRenderers\"}},\"id\":\"4262\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"4260\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"4261\",\"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\":\"4264\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"4262\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"4263\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"4264\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"4266\",\"type\":\"CDSView\"}},\"id\":\"4265\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"4262\",\"type\":\"ColumnDataSource\"}},\"id\":\"4266\",\"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\":\"4377\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"F2zBFmzBhj8XbMEWbMGWPxEREREREaE/F2zBFmzBpj8cx3Ecx3GsPxEREREREbE/lD7pkz7psz8XbMEWbMG2P5qZmZmZmbk/HMdxHMdxvD+f9Emf9Em/PxEREREREcE/0id90id9wj+UPumTPunDP1VVVVVVVcU/F2zBFmzBxj/Ygi3Ygi3IP5qZmZmZmck/W7AFW7AFyz8cx3Ecx3HMP97d3d3d3c0/n/RJn/RJzz+wBVuwBVvQPxEREREREdE/chzHcRzH0T/SJ33SJ33SPzMzMzMzM9M/lD7pkz7p0z/1SZ/0SZ/UP1VVVVVVVdU/tmALtmAL1j8XbMEWbMHWP3d3d3d3d9c/2IIt2IIt2D85juM4juPYP5qZmZmZmdk/+qRP+qRP2j9bsAVbsAXbP7y7u7u7u9s/HMdxHMdx3D990id90ifdP97d3d3d3d0/P+mTPumT3j+f9Emf9EnfPwAAAAAAAOA/sAVbsAVb4D9hC7ZgC7bgPxEREREREeE/wRZswRZs4T9yHMdxHMfhPyIiIiIiIuI/0id90id94j+DLdiCLdjiPzMzMzMzM+M/5DiO4ziO4z+UPumTPunjP0REREREROQ/9Umf9Emf5D+lT/qkT/rkP1VVVVVVVeU/BluwBVuw5T+2YAu2YAvmP2ZmZmZmZuY/F2zBFmzB5j/HcRzHcRznP3d3d3d3d+c/KH3SJ33S5z/Ygi3Ygi3oP4mIiIiIiOg/OY7jOI7j6D/pkz7pkz7pP5qZmZmZmek/Sp/0SZ/06T/6pE/6pE/qP6uqqqqqquo/W7AFW7AF6z8LtmALtmDrP7y7u7u7u+s/bMEWbMEW7D8cx3Ecx3HsP83MzMzMzOw/fdInfdIn7T8u2IIt2ILtP97d3d3d3e0/juM4juM47j8/6ZM+6ZPuP+/u7u7u7u4/n/RJn/RJ7z9Q+qRP+qTvPwAAAAAAAPA/\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"4490\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"4491\",\"type\":\"UnionRenderers\"}},\"id\":\"4376\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"4374\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"4375\",\"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\":\"4378\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"4376\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"4377\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"4378\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"4380\",\"type\":\"CDSView\"}},\"id\":\"4379\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"4376\",\"type\":\"ColumnDataSource\"}},\"id\":\"4380\",\"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\":\"4493\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"8PjDAY8/fD/w+MMBjz+MP7T6UkGrL5U/8PjDAY8/nD+WexphuaehP7T6UkGrL6U/0nmLIZ23qD/w+MMBjz+sPw54/OGAx68/lnsaYbmnsT8luzZRsmuzP7T6UkGrL7U/QzpvMaTztj/SeYshnbe4P2G5pxGWe7o/8PjDAY8/vD9/OODxhwO+Pw54/OGAx78/z1sM6bzFwD+WexphuafBP16bKNm1icI/Jbs2UbJrwz/t2kTJrk3EP7T6UkGrL8U/fBphuacRxj9DOm8xpPPGPwtafamg1cc/0nmLIZ23yD+amZmZmZnJP2G5pxGWe8o/Kdm1iZJdyz/w+MMBjz/MP7gY0nmLIc0/fzjg8YcDzj9HWO5phOXOPw54/OGAx88/60sFrb5U0D/PWwzpvMXQP7JrEyW7NtE/lnsaYbmn0T96iyGdtxjSP16bKNm1idI/QasvFbT60j8luzZRsmvTPwnLPY2w3NM/7dpEya5N1D/Q6ksFrb7UP7T6UkGrL9U/mApafamg1T98GmG5pxHWP18qaPWlgtY/QzpvMaTz1j8nSnZtomTXPwtafamg1dc/7mmE5Z5G2D/SeYshnbfYP7aJkl2bKNk/mpmZmZmZ2T99qaDVlwraP2G5pxGWe9o/RcmuTZTs2j8p2bWJkl3bPwzpvMWQzts/8PjDAY8/3D/UCMs9jbDcP7gY0nmLId0/myjZtYmS3T9/OODxhwPeP2NI5y2GdN4/R1juaYTl3j8qaPWlglbfPw54/OGAx98/+cMBjz8c4D/rSwWtvlTgP93TCMs9jeA/z1sM6bzF4D/A4w8HPP7gP7JrEyW7NuE/pPMWQzpv4T+WexphuafhP4gDHn844OE/eoshnbcY4j9sEyW7NlHiP16bKNm1ieI/TyMs9zTC4j9Bqy8VtPriPzMzMzMzM+M/Jbs2UbJr4z8XQzpvMaTjPwnLPY2w3OM/+1JBqy8V5D/t2kTJrk3kP95iSOcthuQ/0OpLBa2+5D/Cck8jLPfkP7T6UkGrL+U/poJWXypo5T+YClp9qaDlP4qSXZso2eU/fBphuacR5j9tomTXJkrmP18qaPWlguY/UbJrEyW75j9DOm8xpPPmPzXCck8jLOc/J0p2baJk5z8Z0nmLIZ3nPwtafamg1ec//OGAxx8O6D/uaYTlnkboP+DxhwMef+g/0nmLIZ236D/EAY8/HPDoP7aJkl2bKOk/qBGWexph6T+amZmZmZnpP4shnbcY0uk/famg1ZcK6j9vMaTzFkPqP2G5pxGWe+o/U0GrLxW06j9Fya5NlOzqPzdRsmsTJes/Kdm1iZJd6z8aYbmnEZbrPwzpvMWQzus//nDA4w8H7D/w+MMBjz/sP+KAxx8OeOw/1AjLPY2w7D/GkM5bDOnsP7gY0nmLIe0/qaDVlwpa7T+bKNm1iZLtP42w3NMIy+0/fzjg8YcD7j9xwOMPBzzuP2NI5y2GdO4/VdDqSwWt7j9HWO5phOXuPzjg8YcDHu8/Kmj1pYJW7z8c8PjDAY/vPw54/OGAx+8/AAAAAAAA8D8=\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"4608\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"4609\",\"type\":\"UnionRenderers\"}},\"id\":\"4492\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"4490\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"4491\",\"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\":\"4494\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"4492\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"4493\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"4494\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"4496\",\"type\":\"CDSView\"}},\"id\":\"4495\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"4492\",\"type\":\"ColumnDataSource\"}},\"id\":\"4496\",\"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\":\"4611\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"4728\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"4729\",\"type\":\"UnionRenderers\"}},\"id\":\"4610\",\"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\":\"4731\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"4608\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"4609\",\"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\":\"4612\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"4610\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"4611\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"4612\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"4614\",\"type\":\"CDSView\"}},\"id\":\"4613\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"4610\",\"type\":\"ColumnDataSource\"}},\"id\":\"4614\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"11169\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"11170\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"11171\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"11172\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"11174\",\"type\":\"CDSView\"}},\"id\":\"11173\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"11170\",\"type\":\"ColumnDataSource\"}},\"id\":\"11174\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"11574\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"11575\",\"type\":\"UnionRenderers\"}},\"id\":\"11372\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"11370\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"11371\",\"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\":\"11374\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"11372\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"11373\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"11374\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"11376\",\"type\":\"CDSView\"}},\"id\":\"11375\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"11372\",\"type\":\"ColumnDataSource\"}},\"id\":\"11376\",\"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\":\"11577\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAKRwPQrXo6A/pHA9CtejoD9mZmZmZmamP5qZmZmZmak/6MByhAzksT/owHKEDOSxP/GcLSC0HrY/7PoFu2Hbtj+cNA2K5gG8P5w0DYrmAbw/j05d+SzPvz+PTl35LM+/P7cqieyDLMM/mpmZmZmZyT/yKmub4nHXP/Iqa5vicdc/TZ6ymq4n4D9NnrKarifgP3UhVn+EYeM/dSFWf4Rh4z+g3/dvXhzkP6Df929eHOQ/Ewt8Rbde5D8TC3xFt17kP0rSNZNvtuQ/StI1k2+25D9K0jWTb7bkPw97oYDt4Oo/D3uhgO3g6j8Pe6GA7eDqP2w9QzhmWe0/bD1DOGZZ7T/NtP0rK83tPz1kyoeg6u4/U1kUdlH07z9PyM7b2GzwP0/IztvYbPA/vCGNCpzs8D+8IY0KnOzwP/2gLlIoS/I/Hc78ag5Q8j8dzvxqDlDyP1DCTNu/MvQ/iPccWI7Q9D+I9xxYjtD0P4j3HFiO0PQ/MzMzMzMz9T8zMzMzMzP1PzMzMzMzM/U/MzMzMzMz9T8EWyVYHM71PwRbJVgczvU/Q+IeSx86+D9D4h5LHzr4P0PiHksfOvg/61Ij9DN1+D/2RNeFH5z5P/ZE14UfnPk/JZLoZRQL+j8D0Chd+lf6PwPQKF36V/o/Lq9cb5vp+j8ur1xvm+n6PwaFQZlG0/s/wocSLXn8+z83ct2U8lr8P8KiIk4n2fw/ZmZmZmam/T/2uG+1Ttz9PxkjEoWWtf8/GSMShZa1/z8FiljEsEMAQE0SS8rdZwBATRJLyt1nAEBNEkvK3WcAQJrv4CcOoABAIqXZPA6jAEDNHf0v1yIBQAt72uGvSQFAHo1D/S6MAUAejUP9LowBQB6NQ/0ujAFAOpUMAFXcAUBo6+BgbyICQGjr4GBvIgJAC7Jl+bpMAkD/If32dYACQP8h/fZ1gAJAkdYYdEKIAkDW3xKAf6oCQNbfEoB/qgJA1t8SgH+qAkAOEqJ8QcsCQBUDJJpA8QJAFQMkmkDxAkBsmQzH8zkDQLUaEvdYOgNAtRoS91g6A0AvGFxzR/8DQMb4MHvZ1gRAQgkzbf8KBUBCCTNt/woFQEIJM23/CgVAQgkzbf8KBUBqM05DVCEFQMnJxK2C2AVA7GrylNUUBkDsavKU1RQGQNogk4ycRQZA2iCTjJxFBkDV0XE1sksGQNXRcTWySwZAJSGRtvFHB0BTzhd7L14HQFPOF3svXgdAHottUtGYB0ApPdNLjCUIQCk900uMJQhAXwfOGVE6CECrlQm/1K8IQKuVCb/UrwhArBvvjoy1CECsG++OjLUIQO8AT1q47AlAHVcju9ISCkBDIQIOoWoKQFa6u86GXAtADVnd6jkpDkB7t3njpDAOQHu3eeOkMA5Args/OJ9aD0CuCz84n1oPQIidKXRe8xBAM93rpL4MEUAz3eukvgwRQF8M5US7ihFAT+RJ0jVzGEA=\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"11780\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"11781\",\"type\":\"UnionRenderers\"}},\"id\":\"11576\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"11574\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"11575\",\"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\":\"11578\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"11576\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"11577\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"11578\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"11580\",\"type\":\"CDSView\"}},\"id\":\"11579\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"11576\",\"type\":\"ColumnDataSource\"}},\"id\":\"11580\",\"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\":\"11783\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"11988\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"11989\",\"type\":\"UnionRenderers\"}},\"id\":\"11782\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"11780\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"11781\",\"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\":\"11784\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"11782\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"11783\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"11784\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"11786\",\"type\":\"CDSView\"}},\"id\":\"11785\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"11782\",\"type\":\"ColumnDataSource\"}},\"id\":\"11786\",\"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\":\"11991\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"12198\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"12199\",\"type\":\"UnionRenderers\"}},\"id\":\"11990\",\"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\":\"12201\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"11988\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"11989\",\"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\":\"11992\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"11990\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"11991\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"11992\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"11994\",\"type\":\"CDSView\"}},\"id\":\"11993\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"11990\",\"type\":\"ColumnDataSource\"}},\"id\":\"11994\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"22239\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"F2zBFmzBhj8XbMEWbMGWPxEREREREaE/F2zBFmzBpj8cx3Ecx3GsPxEREREREbE/lD7pkz7psz8XbMEWbMG2P5qZmZmZmbk/HMdxHMdxvD+f9Emf9Em/PxEREREREcE/0id90id9wj+UPumTPunDP1VVVVVVVcU/F2zBFmzBxj/Ygi3Ygi3IP5qZmZmZmck/W7AFW7AFyz8cx3Ecx3HMP97d3d3d3c0/n/RJn/RJzz+wBVuwBVvQPxEREREREdE/chzHcRzH0T/SJ33SJ33SPzMzMzMzM9M/lD7pkz7p0z/1SZ/0SZ/UP1VVVVVVVdU/tmALtmAL1j8XbMEWbMHWP3d3d3d3d9c/2IIt2IIt2D85juM4juPYP5qZmZmZmdk/+qRP+qRP2j9bsAVbsAXbP7y7u7u7u9s/HMdxHMdx3D990id90ifdP97d3d3d3d0/P+mTPumT3j+f9Emf9EnfPwAAAAAAAOA/sAVbsAVb4D9hC7ZgC7bgPxEREREREeE/wRZswRZs4T9yHMdxHMfhPyIiIiIiIuI/0id90id94j+DLdiCLdjiPzMzMzMzM+M/5DiO4ziO4z+UPumTPunjP0REREREROQ/9Umf9Emf5D+lT/qkT/rkP1VVVVVVVeU/BluwBVuw5T+2YAu2YAvmP2ZmZmZmZuY/F2zBFmzB5j/HcRzHcRznP3d3d3d3d+c/KH3SJ33S5z/Ygi3Ygi3oP4mIiIiIiOg/OY7jOI7j6D/pkz7pkz7pP5qZmZmZmek/Sp/0SZ/06T/6pE/6pE/qP6uqqqqqquo/W7AFW7AF6z8LtmALtmDrP7y7u7u7u+s/bMEWbMEW7D8cx3Ecx3HsP83MzMzMzOw/fdInfdIn7T8u2IIt2ILtP97d3d3d3e0/juM4juM47j8/6ZM+6ZPuP+/u7u7u7u4/n/RJn/RJ7z9Q+qRP+qTvPwAAAAAAAPA/\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"2258\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2259\",\"type\":\"UnionRenderers\"}},\"id\":\"2192\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"7388\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"7389\",\"type\":\"UnionRenderers\"}},\"id\":\"7232\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data_source\":{\"id\":\"22240\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"22241\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"22242\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"22244\",\"type\":\"CDSView\"}},\"id\":\"22243\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"22240\",\"type\":\"ColumnDataSource\"}},\"id\":\"22244\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2190\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"7230\",\"type\":\"Selection\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"22824\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"22825\",\"type\":\"UnionRenderers\"}},\"id\":\"22532\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2191\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"7231\",\"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\":\"2194\",\"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\":\"7234\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"2192\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"2193\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2194\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"2196\",\"type\":\"CDSView\"}},\"id\":\"2195\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"7232\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"7233\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"7234\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"7236\",\"type\":\"CDSView\"}},\"id\":\"7235\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"2192\",\"type\":\"ColumnDataSource\"}},\"id\":\"2196\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"7232\",\"type\":\"ColumnDataSource\"}},\"id\":\"7236\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"22530\",\"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\":\"2261\",\"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\":\"7391\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"2328\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2329\",\"type\":\"UnionRenderers\"}},\"id\":\"2260\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"7548\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"7549\",\"type\":\"UnionRenderers\"}},\"id\":\"7390\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"22531\",\"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\":\"22534\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"22532\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"22533\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"22534\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"22536\",\"type\":\"CDSView\"}},\"id\":\"22535\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"22532\",\"type\":\"ColumnDataSource\"}},\"id\":\"22536\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2258\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"7388\",\"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\":\"22827\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"23120\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"23121\",\"type\":\"UnionRenderers\"}},\"id\":\"22826\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2259\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"7389\",\"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\":\"2262\",\"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\":\"7392\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"2260\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"2261\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2262\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"2264\",\"type\":\"CDSView\"}},\"id\":\"2263\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"7390\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"7391\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"7392\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"7394\",\"type\":\"CDSView\"}},\"id\":\"7393\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"2260\",\"type\":\"ColumnDataSource\"}},\"id\":\"2264\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"7390\",\"type\":\"ColumnDataSource\"}},\"id\":\"7394\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"22824\",\"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\":\"2331\",\"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\":\"7551\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"F2zBFmzBhj8XbMEWbMGWPxEREREREaE/F2zBFmzBpj8cx3Ecx3GsPxEREREREbE/lD7pkz7psz8XbMEWbMG2P5qZmZmZmbk/HMdxHMdxvD+f9Emf9Em/PxEREREREcE/0id90id9wj+UPumTPunDP1VVVVVVVcU/F2zBFmzBxj/Ygi3Ygi3IP5qZmZmZmck/W7AFW7AFyz8cx3Ecx3HMP97d3d3d3c0/n/RJn/RJzz+wBVuwBVvQPxEREREREdE/chzHcRzH0T/SJ33SJ33SPzMzMzMzM9M/lD7pkz7p0z/1SZ/0SZ/UP1VVVVVVVdU/tmALtmAL1j8XbMEWbMHWP3d3d3d3d9c/2IIt2IIt2D85juM4juPYP5qZmZmZmdk/+qRP+qRP2j9bsAVbsAXbP7y7u7u7u9s/HMdxHMdx3D990id90ifdP97d3d3d3d0/P+mTPumT3j+f9Emf9EnfPwAAAAAAAOA/sAVbsAVb4D9hC7ZgC7bgPxEREREREeE/wRZswRZs4T9yHMdxHMfhPyIiIiIiIuI/0id90id94j+DLdiCLdjiPzMzMzMzM+M/5DiO4ziO4z+UPumTPunjP0REREREROQ/9Umf9Emf5D+lT/qkT/rkP1VVVVVVVeU/BluwBVuw5T+2YAu2YAvmP2ZmZmZmZuY/F2zBFmzB5j/HcRzHcRznP3d3d3d3d+c/KH3SJ33S5z/Ygi3Ygi3oP4mIiIiIiOg/OY7jOI7j6D/pkz7pkz7pP5qZmZmZmek/Sp/0SZ/06T/6pE/6pE/qP6uqqqqqquo/W7AFW7AF6z8LtmALtmDrP7y7u7u7u+s/bMEWbMEW7D8cx3Ecx3HsP83MzMzMzOw/fdInfdIn7T8u2IIt2ILtP97d3d3d3e0/juM4juM47j8/6ZM+6ZPuP+/u7u7u7u4/n/RJn/RJ7z9Q+qRP+qTvPwAAAAAAAPA/\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"2400\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2401\",\"type\":\"UnionRenderers\"}},\"id\":\"2330\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"7710\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"7711\",\"type\":\"UnionRenderers\"}},\"id\":\"7550\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"22825\",\"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\":\"22828\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"22826\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"22827\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"22828\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"22830\",\"type\":\"CDSView\"}},\"id\":\"22829\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"22826\",\"type\":\"ColumnDataSource\"}},\"id\":\"22830\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2328\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"7548\",\"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\":\"23123\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"23418\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"23419\",\"type\":\"UnionRenderers\"}},\"id\":\"23122\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2329\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"7549\",\"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\":\"2332\",\"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\":\"7552\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"2330\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"2331\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2332\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"2334\",\"type\":\"CDSView\"}},\"id\":\"2333\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"7550\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"7551\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"7552\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"7554\",\"type\":\"CDSView\"}},\"id\":\"7553\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"2330\",\"type\":\"ColumnDataSource\"}},\"id\":\"2334\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"7550\",\"type\":\"ColumnDataSource\"}},\"id\":\"7554\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"23120\",\"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\":\"2403\",\"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\":\"7713\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"2474\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2475\",\"type\":\"UnionRenderers\"}},\"id\":\"2402\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"7874\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"7875\",\"type\":\"UnionRenderers\"}},\"id\":\"7712\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"23121\",\"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\":\"23124\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"23122\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"23123\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"23124\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"23126\",\"type\":\"CDSView\"}},\"id\":\"23125\",\"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\":\"2478\",\"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\":\"7878\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"23122\",\"type\":\"ColumnDataSource\"}},\"id\":\"23126\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2400\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"7710\",\"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\":\"23421\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"23718\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"23719\",\"type\":\"UnionRenderers\"}},\"id\":\"23420\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2401\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"7711\",\"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\":\"2404\",\"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\":\"7714\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"2402\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"2403\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2404\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"2406\",\"type\":\"CDSView\"}},\"id\":\"2405\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"7712\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"7713\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"7714\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"7716\",\"type\":\"CDSView\"}},\"id\":\"7715\",\"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\":\"23721\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"2402\",\"type\":\"ColumnDataSource\"}},\"id\":\"2406\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"7712\",\"type\":\"ColumnDataSource\"}},\"id\":\"7716\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"23418\",\"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\":\"2477\",\"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\":\"7877\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"2550\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2551\",\"type\":\"UnionRenderers\"}},\"id\":\"2476\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"8040\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"8041\",\"type\":\"UnionRenderers\"}},\"id\":\"7876\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"23419\",\"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\":\"23422\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"23420\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"23421\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"23422\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"23424\",\"type\":\"CDSView\"}},\"id\":\"23423\",\"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\":\"2553\",\"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\":\"8043\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"23420\",\"type\":\"ColumnDataSource\"}},\"id\":\"23424\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2474\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"7874\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"37359\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAjuVd9YB5oD+amZmZmZmxP3YhVn+EYco/2lTdI5ur0T+Nl24Sg8DSP7jM6bKY2NI/uMzpspjY0j+gppat9UXUPyf5Eb9iDdw/J/kRv2IN3D/LgR5q2zDcP5G7CFOUS98/MBSwHYxY4D8a+bziqUfiP13Aywwb5eI/mngHeNLC5D94XFSLiGLlP3hcVIuIYuU/x2KbVDRW5j+zDkdX6e7mP8+fNqrTgeg/z582qtOB6D/tRh/zAYHuP+1GH/MBge4/7UYf8wGB7j/OvBx237HuPz81XrpJDO8/9TC0OjlD8D/1MLQ6OUPwP/2Es1vLJPE/xFvn3y578T8kRPmCFtLyP29qoPmc+/I/b2qg+Zz78j9vaqD5nPvyP29qoPmc+/I/x0j2CDUD8z89CtejcD32Pz0K16NwPfY/VHQkl/9Q9j9UdCSX/1D2P/KWqx+bZPY/OGdEaW/w9j84Z0Rpb/D2P2Tll8EYEfg/w9Zs5SX/+D+f46PFGQP6PzoDIy9rovo/OgMjL2ui+j86AyMva6L6PzoDIy9rovo/2+GvyRp1+z/b4a/JGnX7P9vhr8kadfs/NkBpqFHI/D9xGw3gLVD9P+xRuB6F6/0/7FG4HoXr/T9Sobq5+Bv+P1q0AG2rWf4/6J51jZaD/j/onnWNloP+Pw6LUdfau/4/DotR19q7/j/sSWBzDr4AQGFPO/w1+QBA323eOCmMAUDfbd44KYwBQDhlbr4RHQJAOGVuvhEdAkBxyXGndDADQOSFdHgI4wNA5IV0eAjjA0C8dJMYBHYEQFuv6UFByQRAFTjZBu7gBEAVONkG7uAEQPxx++WTtQhAZqTeUzmtC0A/527XS/MMQD/nbtdL8wxAP+du10vzDEBtcY3PZB8NQC8Zx0j2CA5A\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"16568\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"16569\",\"type\":\"UnionRenderers\"}},\"id\":\"16322\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"8PjDAY8/fD/w+MMBjz+MP7T6UkGrL5U/8PjDAY8/nD+WexphuaehP7T6UkGrL6U/0nmLIZ23qD/w+MMBjz+sPw54/OGAx68/lnsaYbmnsT8luzZRsmuzP7T6UkGrL7U/QzpvMaTztj/SeYshnbe4P2G5pxGWe7o/8PjDAY8/vD9/OODxhwO+Pw54/OGAx78/z1sM6bzFwD+WexphuafBP16bKNm1icI/Jbs2UbJrwz/t2kTJrk3EP7T6UkGrL8U/fBphuacRxj9DOm8xpPPGPwtafamg1cc/0nmLIZ23yD+amZmZmZnJP2G5pxGWe8o/Kdm1iZJdyz/w+MMBjz/MP7gY0nmLIc0/fzjg8YcDzj9HWO5phOXOPw54/OGAx88/60sFrb5U0D/PWwzpvMXQP7JrEyW7NtE/lnsaYbmn0T96iyGdtxjSP16bKNm1idI/QasvFbT60j8luzZRsmvTPwnLPY2w3NM/7dpEya5N1D/Q6ksFrb7UP7T6UkGrL9U/mApafamg1T98GmG5pxHWP18qaPWlgtY/QzpvMaTz1j8nSnZtomTXPwtafamg1dc/7mmE5Z5G2D/SeYshnbfYP7aJkl2bKNk/mpmZmZmZ2T99qaDVlwraP2G5pxGWe9o/RcmuTZTs2j8p2bWJkl3bPwzpvMWQzts/8PjDAY8/3D/UCMs9jbDcP7gY0nmLId0/myjZtYmS3T9/OODxhwPeP2NI5y2GdN4/R1juaYTl3j8qaPWlglbfPw54/OGAx98/+cMBjz8c4D/rSwWtvlTgP93TCMs9jeA/z1sM6bzF4D/A4w8HPP7gP7JrEyW7NuE/pPMWQzpv4T+WexphuafhP4gDHn844OE/eoshnbcY4j9sEyW7NlHiP16bKNm1ieI/TyMs9zTC4j9Bqy8VtPriPzMzMzMzM+M/Jbs2UbJr4z8XQzpvMaTjPwnLPY2w3OM/+1JBqy8V5D/t2kTJrk3kP95iSOcthuQ/0OpLBa2+5D/Cck8jLPfkP7T6UkGrL+U/poJWXypo5T+YClp9qaDlP4qSXZso2eU/fBphuacR5j9tomTXJkrmP18qaPWlguY/UbJrEyW75j9DOm8xpPPmPzXCck8jLOc/J0p2baJk5z8Z0nmLIZ3nPwtafamg1ec//OGAxx8O6D/uaYTlnkboP+DxhwMef+g/0nmLIZ236D/EAY8/HPDoP7aJkl2bKOk/qBGWexph6T+amZmZmZnpP4shnbcY0uk/famg1ZcK6j9vMaTzFkPqP2G5pxGWe+o/U0GrLxW06j9Fya5NlOzqPzdRsmsTJes/Kdm1iZJd6z8aYbmnEZbrPwzpvMWQzus//nDA4w8H7D/w+MMBjz/sP+KAxx8OeOw/1AjLPY2w7D/GkM5bDOnsP7gY0nmLIe0/qaDVlwpa7T+bKNm1iZLtP42w3NMIy+0/fzjg8YcD7j9xwOMPBzzuP2NI5y2GdO4/VdDqSwWt7j9HWO5phOXuPzjg8YcDHu8/Kmj1pYJW7z8c8PjDAY/vPw54/OGAx+8/AAAAAAAA8D8=\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"29798\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"29799\",\"type\":\"UnionRenderers\"}},\"id\":\"29462\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data_source\":{\"id\":\"37360\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"37361\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"37362\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"37364\",\"type\":\"CDSView\"}},\"id\":\"37363\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"37360\",\"type\":\"ColumnDataSource\"}},\"id\":\"37364\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"16320\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"29460\",\"type\":\"Selection\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"38124\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"38125\",\"type\":\"UnionRenderers\"}},\"id\":\"37742\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"16321\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"29461\",\"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\":\"16324\",\"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\":\"29464\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"16322\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"16323\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"16324\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"16326\",\"type\":\"CDSView\"}},\"id\":\"16325\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"29462\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"29463\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"29464\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"29466\",\"type\":\"CDSView\"}},\"id\":\"29465\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"16322\",\"type\":\"ColumnDataSource\"}},\"id\":\"16326\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"29462\",\"type\":\"ColumnDataSource\"}},\"id\":\"29466\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"37740\",\"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\":\"16571\",\"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\":\"29801\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"16818\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"16819\",\"type\":\"UnionRenderers\"}},\"id\":\"16570\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"30138\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"30139\",\"type\":\"UnionRenderers\"}},\"id\":\"29800\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"37741\",\"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\":\"37744\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"37742\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"37743\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"37744\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"37746\",\"type\":\"CDSView\"}},\"id\":\"37745\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"37742\",\"type\":\"ColumnDataSource\"}},\"id\":\"37746\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"16568\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"29798\",\"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\":\"38127\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"38510\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"38511\",\"type\":\"UnionRenderers\"}},\"id\":\"38126\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"16569\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"29799\",\"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\":\"16572\",\"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\":\"29802\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"16570\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"16571\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"16572\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"16574\",\"type\":\"CDSView\"}},\"id\":\"16573\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"29800\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"29801\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"29802\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"29804\",\"type\":\"CDSView\"}},\"id\":\"29803\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"29800\",\"type\":\"ColumnDataSource\"}},\"id\":\"29804\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"16570\",\"type\":\"ColumnDataSource\"}},\"id\":\"16574\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"38124\",\"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\":\"16821\",\"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\":\"30141\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"17070\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"17071\",\"type\":\"UnionRenderers\"}},\"id\":\"16820\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABmZmZmZmamP2ZmZmZmZqY/mpmZmZmZqT/owHKEDOSxP7wGfentz7U/vAZ96e3PtT/s+gW7Ydu2P5w0DYrmAbw/nDQNiuYBvD+3KonsgyzDP7cqieyDLMM/tyqJ7IMswz8g8SvWcJHHPxDqIoWy8NI/EOoihbLw0j8Q6iKFsvDSP6Df929eHOQ/oN/3b14c5D8TC3xFt17kPxMLfEW3XuQ/Ewt8Rbde5D9K0jWTb7bkP0rSNZNvtuQ/D3uhgO3g6j/NtP0rK83tP1NZFHZR9O8/JNQMqaI48D8bZmg8EUTwPxtmaDwRRPA/T8jO29hs8D+8IY0KnOzwP0g0gSIW8fE//aAuUihL8j/9oC5SKEvyPx3O/GoOUPI/Hc78ag5Q8j/4VblQ+ZfyP0USvYxiefM/UMJM278y9D9QwkzbvzL0PzMzMzMzM/U/BFslWBzO9T8EWyVYHM71P68I/reSHfg/rwj+t5Id+D9D4h5LHzr4P0PiHksfOvg/61Ij9DN1+D85uHTMeUb7PwaFQZlG0/s/wocSLXn8+z/ChxItefz7P8KHEi15/Ps/N3LdlPJa/D9mOJ7PgHr8P2Y4ns+Aevw/zqChf4LL/D+8dJMYBNb8P8KiIk4n2fw/ZmZmZmam/T9mZmZmZqb9P7jOv132K/8/GSMShZa1/z8ZIxKFlrX/P1uzlZf8LwBABYpYxLBDAEBNEkvK3WcAQE0SS8rdZwBAEm3H1F15AEASbcfUXXkAQDPDRlm/mQBAM8NGWb+ZAEAzw0ZZv5kAQDPDRlm/mQBAzlZe8j/ZAEALe9rhr0kBQB6NQ/0ujAFAOpUMAFXcAUA6lQwAVdwBQAuyZfm6TAJA/yH99nWAAkCR1hh0QogCQJHWGHRCiAJA1t8SgH+qAkDW3xKAf6oCQBUDJJpA8QJAbJkMx/M5A0C1GhL3WDoDQLUaEvdYOgNAYr8n1qlSA0BivyfWqVIDQC8YXHNH/wNA/WmjOh2oBEDG+DB72dYEQMb4MHvZ1gRAxvgwe9nWBECb6PNRRtwEQEIJM23/CgVAajNOQ1QhBUBqM05DVCEFQB0c7E0MqQVAeh1xyAbyBUB6HXHIBvIFQPCpnPaU/AVA8Kmc9pT8BUANNJ9zt0sHQA00n3O3SwdAU84Xey9eB0Aei21S0ZgHQCk900uMJQhAKT3TS4wlCEBfB84ZUToIQF8HzhlROghAXwfOGVE6CEBF2safqEwIQKuVCb/UrwhArBvvjoy1CEDni70XX3QJQOeLvRdfdAlAQyECDqFqCkBDIQIOoWoKQFa6u86GXAtAVrq7zoZcC0AsZK4Mqk0MQDcWFAZlWgxADVnd6jkpDkB7t3njpDAOQDWSBOEKaA5Args/OJ9aD0DnAwKdSesQQF8M5US7ihFAXwzlRLuKEUAAAAAAAAAUQE/kSdI1cxhAT+RJ0jVzGEA=\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"30480\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"30481\",\"type\":\"UnionRenderers\"}},\"id\":\"30140\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"38125\",\"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\":\"38128\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"38126\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"38127\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"38128\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"38130\",\"type\":\"CDSView\"}},\"id\":\"38129\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"38126\",\"type\":\"ColumnDataSource\"}},\"id\":\"38130\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"16818\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"30138\",\"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\":\"38513\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"38898\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"38899\",\"type\":\"UnionRenderers\"}},\"id\":\"38512\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"16819\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"30139\",\"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\":\"16822\",\"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\":\"30142\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"16820\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"16821\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"16822\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"16824\",\"type\":\"CDSView\"}},\"id\":\"16823\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"30140\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"30141\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"30142\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"30144\",\"type\":\"CDSView\"}},\"id\":\"30143\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"30140\",\"type\":\"ColumnDataSource\"}},\"id\":\"30144\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"16820\",\"type\":\"ColumnDataSource\"}},\"id\":\"16824\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"38510\",\"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\":\"17073\",\"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\":\"30483\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA6rRug9pvnT/qtG6D2m+dP6RwPQrXo6A/pHA9CtejoD/xnC0gtB62P/GcLSC0HrY/nDQNiuYBvD+PTl35LM+/P49OXfksz78/wr8IGjOJwD/CvwgaM4nAP7cqieyDLMM/mpmZmZmZyT8Q6iKFsvDSPxDqIoWy8NI/8iprm+Jx1z+g3/dvXhzkPxMLfEW3XuQ/Ewt8Rbde5D8Sh2wgXWznPw97oYDt4Oo/zbT9KyvN7T/NtP0rK83tPz1kyoeg6u4/U1kUdlH07z8bZmg8EUTwPxtmaDwRRPA/T8jO29hs8D+8IY0KnOzwP0g0gSIW8fE//aAuUihL8j/4VblQ+ZfyP0USvYxiefM/AvG6fsEu9D9QwkzbvzL0P4j3HFiO0PQ/iPccWI7Q9D+I9xxYjtD0PzMzMzMzM/U/Dw72JoZk9z+U3GETmbn3Pwithy8TBfg/CK2HLxMF+D+vCP63kh34P0PiHksfOvg/61Ij9DN1+D8lkuhlFAv6PyWS6GUUC/o/A9AoXfpX+j8ur1xvm+n6Py6vXG+b6fo/BoVBmUbT+z8GhUGZRtP7P8KHEi15/Ps/wocSLXn8+z/OoKF/gsv8P7x0kxgE1vw/wqIiTifZ/D/CoiJOJ9n8P/a4b7VO3P0/9rhvtU7c/T+4zr9d9iv/P1uzlZf8LwBABYpYxLBDAEAFiljEsEMAQAWKWMSwQwBATRJLyt1nAEBNEkvK3WcAQBJtx9RdeQBAM8NGWb+ZAECa7+AnDqAAQM5WXvI/2QBAzlZe8j/ZAEALe9rhr0kBQB6NQ/0ujAFAdM+6RsuhAUA6lQwAVdwBQDqVDABV3AFAaOvgYG8iAkBo6+BgbyICQGjr4GBvIgJAC7Jl+bpMAkALsmX5ukwCQA4SonxBywJADhKifEHLAkAOEqJ8QcsCQGyZDMfzOQNAYr8n1qlSA0D9aaM6HagEQMb4MHvZ1gRAxvgwe9nWBEDG+DB72dYEQJvo81FG3ARAm+jzUUbcBECb6PNRRtwEQGozTkNUIQVAHRzsTQypBUAdHOxNDKkFQB0c7E0MqQVA8Kmc9pT8BUDsavKU1RQGQNogk4ycRQZA2iCTjJxFBkDaIJOMnEUGQNXRcTWySwZA1dFxNbJLBkDV0XE1sksGQA00n3O3SwdADTSfc7dLB0ANNJ9zt0sHQA00n3O3SwdADTSfc7dLB0BTzhd7L14HQFPOF3svXgdAXwfOGVE6CECrlQm/1K8IQKwb746MtQhArBvvjoy1CEDpCyHn/d8IQOeLvRdfdAlA7wBPWrjsCUBDIQIOoWoKQEMhAg6hagpANxYUBmVaDEANWd3qOSkOQHu3eeOkMA5A5wMCnUnrEEDnAwKdSesQQDPd66S+DBFAXwzlRLuKEUBfDOVEu4oRQAAAAAAAABRAAAAAAAAAFEAAAAAAAAAUQE/kSdI1cxhAT+RJ0jVzGEA=\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"17324\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"17325\",\"type\":\"UnionRenderers\"}},\"id\":\"17072\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"30824\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"30825\",\"type\":\"UnionRenderers\"}},\"id\":\"30482\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"38511\",\"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\":\"38514\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"38512\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"38513\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"38514\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"38516\",\"type\":\"CDSView\"}},\"id\":\"38515\",\"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\":\"17328\",\"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\":\"30828\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"38512\",\"type\":\"ColumnDataSource\"}},\"id\":\"38516\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"17070\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"30480\",\"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\":\"38901\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"39288\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"39289\",\"type\":\"UnionRenderers\"}},\"id\":\"38900\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"17071\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"30481\",\"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\":\"17074\",\"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\":\"30484\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"17072\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"17073\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"17074\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"17076\",\"type\":\"CDSView\"}},\"id\":\"17075\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"30482\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"30483\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"30484\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"30486\",\"type\":\"CDSView\"}},\"id\":\"30485\",\"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\":\"39291\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"17072\",\"type\":\"ColumnDataSource\"}},\"id\":\"17076\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"30482\",\"type\":\"ColumnDataSource\"}},\"id\":\"30486\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"38898\",\"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\":\"17327\",\"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\":\"30827\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"17580\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"17581\",\"type\":\"UnionRenderers\"}},\"id\":\"17326\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"31170\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"31171\",\"type\":\"UnionRenderers\"}},\"id\":\"30826\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"38899\",\"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\":\"38902\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"38900\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"38901\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"38902\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"38904\",\"type\":\"CDSView\"}},\"id\":\"38903\",\"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\":\"17583\",\"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\":\"31173\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"1024\",\"type\":\"SaveTool\"},{\"attributes\":{\"source\":{\"id\":\"38900\",\"type\":\"ColumnDataSource\"}},\"id\":\"38904\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"17324\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"30824\",\"type\":\"Selection\"},{\"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\":\"1037\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"1026\",\"type\":\"HelpTool\"},{\"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\":{\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"Alive Sperm Millions\"},\"y\":{\"field\":\"__ECDF\"}},\"id\":\"1051\",\"type\":\"Circle\"},{\"attributes\":{\"axis_label\":\"Alive Sperm Millions\",\"formatter\":{\"id\":\"1042\",\"type\":\"BasicTickFormatter\"},\"ticker\":{\"id\":\"1012\",\"type\":\"BasicTicker\"}},\"id\":\"1011\",\"type\":\"LinearAxis\"},{\"attributes\":{\"label\":{\"value\":\"Pesticide\"},\"renderers\":[{\"id\":\"1053\",\"type\":\"GlyphRenderer\"}]},\"id\":\"1064\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"1042\",\"type\":\"BasicTickFormatter\"},{\"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\":\"1046\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"1044\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"click_policy\":\"hide\",\"items\":[{\"id\":\"1048\",\"type\":\"LegendItem\"},{\"id\":\"1064\",\"type\":\"LegendItem\"}],\"location\":\"bottom_right\"},\"id\":\"1047\",\"type\":\"Legend\"},{\"attributes\":{\"text\":\"\"},\"id\":\"1040\",\"type\":\"Title\"},{\"attributes\":{\"data_source\":{\"id\":\"1034\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1036\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1037\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1039\",\"type\":\"CDSView\"}},\"id\":\"1038\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1034\",\"type\":\"ColumnDataSource\"}},\"id\":\"1039\",\"type\":\"CDSView\"},{\"attributes\":{\"label\":{\"value\":\"Control\"},\"renderers\":[{\"id\":\"1038\",\"type\":\"GlyphRenderer\"}]},\"id\":\"1048\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"1025\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"1012\",\"type\":\"BasicTicker\"},{\"attributes\":{\"fill_color\":{\"value\":\"#1f77b3\"},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"Alive Sperm Millions\"},\"y\":{\"field\":\"__ECDF\"}},\"id\":\"1036\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"1062\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"1049\",\"type\":\"ColumnDataSource\"}},\"id\":\"1054\",\"type\":\"CDSView\"},{\"attributes\":{\"data_source\":{\"id\":\"1049\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1051\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1052\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1054\",\"type\":\"CDSView\"}},\"id\":\"1053\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"1021\",\"type\":\"PanTool\"},{\"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\":\"1052\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"1022\",\"type\":\"WheelZoomTool\"},{\"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\":\"1161\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"6471\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"15111\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"F2zBFmzBhj8XbMEWbMGWPxEREREREaE/F2zBFmzBpj8cx3Ecx3GsPxEREREREbE/lD7pkz7psz8XbMEWbMG2P5qZmZmZmbk/HMdxHMdxvD+f9Emf9Em/PxEREREREcE/0id90id9wj+UPumTPunDP1VVVVVVVcU/F2zBFmzBxj/Ygi3Ygi3IP5qZmZmZmck/W7AFW7AFyz8cx3Ecx3HMP97d3d3d3c0/n/RJn/RJzz+wBVuwBVvQPxEREREREdE/chzHcRzH0T/SJ33SJ33SPzMzMzMzM9M/lD7pkz7p0z/1SZ/0SZ/UP1VVVVVVVdU/tmALtmAL1j8XbMEWbMHWP3d3d3d3d9c/2IIt2IIt2D85juM4juPYP5qZmZmZmdk/+qRP+qRP2j9bsAVbsAXbP7y7u7u7u9s/HMdxHMdx3D990id90ifdP97d3d3d3d0/P+mTPumT3j+f9Emf9EnfPwAAAAAAAOA/sAVbsAVb4D9hC7ZgC7bgPxEREREREeE/wRZswRZs4T9yHMdxHMfhPyIiIiIiIuI/0id90id94j+DLdiCLdjiPzMzMzMzM+M/5DiO4ziO4z+UPumTPunjP0REREREROQ/9Umf9Emf5D+lT/qkT/rkP1VVVVVVVeU/BluwBVuw5T+2YAu2YAvmP2ZmZmZmZuY/F2zBFmzB5j/HcRzHcRznP3d3d3d3d+c/KH3SJ33S5z/Ygi3Ygi3oP4mIiIiIiOg/OY7jOI7j6D/pkz7pkz7pP5qZmZmZmek/Sp/0SZ/06T/6pE/6pE/qP6uqqqqqquo/W7AFW7AF6z8LtmALtmDrP7y7u7u7u+s/bMEWbMEW7D8cx3Ecx3HsP83MzMzMzOw/fdInfdIn7T8u2IIt2ILtP97d3d3d3e0/juM4juM47j8/6ZM+6ZPuP+/u7u7u7u4/n/RJn/RJ7z9Q+qRP+qTvPwAAAAAAAPA/\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"3824\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"3825\",\"type\":\"UnionRenderers\"}},\"id\":\"3722\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data_source\":{\"id\":\"6472\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"6473\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"6474\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"6476\",\"type\":\"CDSView\"}},\"id\":\"6475\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"15112\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"15113\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"15114\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"15116\",\"type\":\"CDSView\"}},\"id\":\"15115\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"6472\",\"type\":\"ColumnDataSource\"}},\"id\":\"6476\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"15112\",\"type\":\"ColumnDataSource\"}},\"id\":\"15116\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"3720\",\"type\":\"Selection\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"6768\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"6769\",\"type\":\"UnionRenderers\"}},\"id\":\"6620\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"15588\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"15589\",\"type\":\"UnionRenderers\"}},\"id\":\"15350\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"3721\",\"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\":\"3724\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"3722\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"3723\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"3724\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"3726\",\"type\":\"CDSView\"}},\"id\":\"3725\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"3722\",\"type\":\"ColumnDataSource\"}},\"id\":\"3726\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"6618\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"15348\",\"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\":\"3827\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"3930\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"3931\",\"type\":\"UnionRenderers\"}},\"id\":\"3826\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"6619\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"15349\",\"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\":\"6622\",\"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\":\"15352\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"6620\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"6621\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"6622\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"6624\",\"type\":\"CDSView\"}},\"id\":\"6623\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"15350\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"15351\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"15352\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"15354\",\"type\":\"CDSView\"}},\"id\":\"15353\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"6620\",\"type\":\"ColumnDataSource\"}},\"id\":\"6624\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"15350\",\"type\":\"ColumnDataSource\"}},\"id\":\"15354\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"3824\",\"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\":\"6771\",\"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\":\"15591\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAI7lXfWAeaA/juVd9YB5oD+amZmZmZmxPwFSmzi538k/AVKbOLnfyT8BUps4ud/JP3YhVn+EYco/2lTdI5ur0T/aVN0jm6vRP42XbhKDwNI/jZduEoPA0j+gppat9UXUP6Cmlq31RdQ/3Ignu5nR3T+RuwhTlEvfP5G7CFOUS98/RZ25h4Tv4D9FnbmHhO/gP/0TXKyoQeE/BWwHI/YJ4j8a+bziqUfiP5p4B3jSwuQ/mngHeNLC5D94XFSLiGLlP77ArFCke+U/x2KbVDRW5j/Pnzaq04HoP/wbtFcfD+k/BFslWBzO7D+ZZyWt+IbtP+1GH/MBge4/zrwcdt+x7j/OvBx237HuPz81XrpJDO8/PzVeukkM7z/1MLQ6OUPwP/UwtDo5Q/A/Qj9Tr1uE8D+0ykxp/a3wP8Rb598ue/E/JET5ghbS8j89CtejcD32Pz0K16NwPfY/VHQkl/9Q9j9UdCSX/1D2P1R0JJf/UPY/8parH5tk9j/ylqsfm2T2Py4B+KdUifY/ZOWXwRgR+D9k5ZfBGBH4P8PWbOUl//g/w9Zs5SX/+D9kl6jeGpj5P2SXqN4amPk/P8vz4O4s+j8m32xzY7r6P9vhr8kadfs/2+GvyRp1+z/b4a/JGnX7Pw6eCU0Sy/s/NkBpqFHI/D82QGmoUcj8P3EbDeAtUP0/cRsN4C1Q/T9xGw3gLVD9P+xRuB6F6/0/7FG4HoXr/T9atABtq1n+P1q0AG2rWf4/YU87/DX5AEDO5JttbswCQM7km21uzAJAzuSbbW7MAkA0vi8uVQkDQDS+Ly5VCQNA5IV0eAjjA0DkhXR4COMDQFuv6UFByQRAW6/pQUHJBEAVONkG7uAEQGak3lM5rQtAP+du10vzDEAvGcdI9ggOQC8Zx0j2CA5A\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"6920\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"6921\",\"type\":\"UnionRenderers\"}},\"id\":\"6770\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"15830\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"15831\",\"type\":\"UnionRenderers\"}},\"id\":\"15590\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"3825\",\"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\":\"3828\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"3826\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"3827\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"3828\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"3830\",\"type\":\"CDSView\"}},\"id\":\"3829\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"3826\",\"type\":\"ColumnDataSource\"}},\"id\":\"3830\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"6768\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"15588\",\"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\":\"3933\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"4038\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"4039\",\"type\":\"UnionRenderers\"}},\"id\":\"3932\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"6769\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"15589\",\"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\":\"6772\",\"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\":\"15592\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"6770\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"6771\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"6772\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"6774\",\"type\":\"CDSView\"}},\"id\":\"6773\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"15590\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"15591\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"15592\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"15594\",\"type\":\"CDSView\"}},\"id\":\"15593\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"6770\",\"type\":\"ColumnDataSource\"}},\"id\":\"6774\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"15590\",\"type\":\"ColumnDataSource\"}},\"id\":\"15594\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"3930\",\"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\":\"6923\",\"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\":\"15833\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"7074\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"7075\",\"type\":\"UnionRenderers\"}},\"id\":\"6922\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"16074\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"16075\",\"type\":\"UnionRenderers\"}},\"id\":\"15832\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"3931\",\"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\":\"3934\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"3932\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"3933\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"3934\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"3936\",\"type\":\"CDSView\"}},\"id\":\"3935\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"3932\",\"type\":\"ColumnDataSource\"}},\"id\":\"3936\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"6920\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"15830\",\"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\":\"4041\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"4148\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"4149\",\"type\":\"UnionRenderers\"}},\"id\":\"4040\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"6921\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"15831\",\"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\":\"6924\",\"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\":\"15834\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"6922\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"6923\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"6924\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"6926\",\"type\":\"CDSView\"}},\"id\":\"6925\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"15832\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"15833\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"15834\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"15836\",\"type\":\"CDSView\"}},\"id\":\"15835\",\"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\":\"4152\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"6922\",\"type\":\"ColumnDataSource\"}},\"id\":\"6926\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"15832\",\"type\":\"ColumnDataSource\"}},\"id\":\"15836\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"4038\",\"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\":\"7077\",\"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\":\"16077\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAJqZmZmZmbE/mpmZmZmZsT8BUps4ud/JP3YhVn+EYco/jZduEoPA0j+Nl24Sg8DSP7jM6bKY2NI/oKaWrfVF1D+gppat9UXUPyf5Eb9iDdw/J/kRv2IN3D/LgR5q2zDcP8uBHmrbMNw/3Ignu5nR3T8wFLAdjFjgP/0TXKyoQeE//RNcrKhB4T/9E1ysqEHhP7Fx/bs+c+E/sXH9uz5z4T8a+bziqUfiP13Aywwb5eI/XcDLDBvl4j+aeAd40sLkP3hcVIuIYuU/eFxUi4hi5T++wKxQpHvlP77ArFCke+U/vsCsUKR75T++wKxQpHvlP8dim1Q0VuY/sw5HV+nu5j/Pnzaq04HoP8+fNqrTgeg//Bu0Vx8P6T/8G7RXHw/pPwRbJVgczuw/7UYf8wGB7j/tRh/zAYHuP868HHbfse4/PzVeukkM7z8/NV66SQzvP0I/U69bhPA/Qj9Tr1uE8D+0ykxp/a3wP8Rb598ue/E/xFvn3y578T/EW+ffLnvxP9Bf6BGj5/M/PQrXo3A99j9UdCSX/1D2P1R0JJf/UPY/8parH5tk9j8uAfinVIn2PzhnRGlv8PY/ZJeo3hqY+T9kl6jeGpj5P5/jo8UZA/o/n+OjxRkD+j8OnglNEsv7Pw6eCU0Sy/s/cRsN4C1Q/T9Sobq5+Bv+P+iedY2Wg/4/6J51jZaD/j8Oi1HX2rv+P9f5t8t+HQBA7Elgcw6+AEDsSWBzDr4AQOxJYHMOvgBAYU87/DX5AEBhTzv8NfkAQN9t3jgpjAFA323eOCmMAUA4ZW6+ER0CQM7km21uzAJAvHSTGAR2BEC8dJMYBHYEQBU42Qbu4ARA/HH75ZO1CEBmpN5TOa0LQGak3lM5rQtAbXGNz2QfDUAvGcdI9ggOQC8Zx0j2CA5A\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"7230\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"7231\",\"type\":\"UnionRenderers\"}},\"id\":\"7076\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"16320\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"16321\",\"type\":\"UnionRenderers\"}},\"id\":\"16076\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"4039\",\"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\":\"4042\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"4040\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"4041\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"4042\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"4044\",\"type\":\"CDSView\"}},\"id\":\"4043\",\"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\":\"7233\",\"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\":\"16323\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"4040\",\"type\":\"ColumnDataSource\"}},\"id\":\"4044\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"7074\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"16074\",\"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\":\"4151\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"4260\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"4261\",\"type\":\"UnionRenderers\"}},\"id\":\"4150\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"7075\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"16075\",\"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\":\"7078\",\"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\":\"16078\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"7076\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"7077\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"7078\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"7080\",\"type\":\"CDSView\"}},\"id\":\"7079\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"16076\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"16077\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"16078\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"16080\",\"type\":\"CDSView\"}},\"id\":\"16079\",\"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\":\"4263\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"7076\",\"type\":\"ColumnDataSource\"}},\"id\":\"7080\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"16076\",\"type\":\"ColumnDataSource\"}},\"id\":\"16080\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"4148\",\"type\":\"Selection\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"10574\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"10575\",\"type\":\"UnionRenderers\"}},\"id\":\"10382\",\"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\":\"1182\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"10380\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"10381\",\"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\":\"10384\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"10382\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"10383\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"10384\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"10386\",\"type\":\"CDSView\"}},\"id\":\"10385\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"10382\",\"type\":\"ColumnDataSource\"}},\"id\":\"10386\",\"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\":\"10577\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"10770\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"10771\",\"type\":\"UnionRenderers\"}},\"id\":\"10576\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"Age (d)\":[14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14],\"Alive Sperm Millions\":{\"__ndarray__\":\"IqXZPA6jAEB0z7pGy6EBQPGcLSC0HrY/wocSLXn8+z/jqUca3Nb4P/1pozodqARA3uLhPQd2CkCR1hh0QogCQLwGfentz7U/MzMzMzMz9T9mZmZmZmamP1NZFHZR9O8/220Xmuu0C0ALsmX5ukwCQLjOv132K/8/xvgwe9nWBEBmZmZmZqb9PwAAAAAAAAAA/yH99nWAAkCvCP63kh34P/Iqa5vicdc/mpmZmZmZyT8dVyO70hIKQGZmZmZm5gRA6Qsh5/3fCEBWurvOhlwLQHUhVn+EYeM/IPEr1nCRxz/OoKF/gsv8P85WXvI/2QBAc/ON6J41CEC8IY0KnOzwP0MhAg6hagpAQgkzbf8KBUBfB84ZUToIQO8AT1q47AlAKVsk7UZf+T/rUiP0M3X4P5w0DYrmAbw/m+jzUUbcBEA6lQwAVdwBQB3O/GoOUPI/9rhvtU7c/T+u8C4X8V3xP2w9QzhmWe0/RdrGn6hMCEBTzhd7L14HQDPd66S+DBFADhKifEHLAkCU3GETmbn3P/hVuVD5l/I/Obh0zHlG+z9ivyfWqVIDQJqZmZmZmak/AAAAAAAAAABNEkvK3WcAQAaFQZlG0/s/TZ6ymq4n4D8vGFxzR/8DQAt72uGvSQFAtyqJ7IMswz/CoiJOJ9n8Pw1Z3eo5KQ5AzR39L9ciAUDqtG6D2m+dPyk900uMJQhADw72JoZk9z8zw0ZZv5kAQKDf929eHOQ/1t8SgH+qAkBsmQzH8zkDQFDCTNu/MvQ/JNQMqaI48D8C8bp+wS70PxUDJJpA8QJAG2ZoPBFE8D8AAAAAAAAAAKwb746MtQhAiPccWI7Q9D83ct2U8lr8P7x0kxgE1vw/7GrylNUUBkC1GhL3WDoDQAithy8TBfg/Zjiez4B6/D8sZK4Mqk0MQAAAAAAAABRA6MByhAzksT+rlQm/1K8IQPZE14UfnPk/5wMCnUnrEEDs+gW7Ydu2PzcWFAZlWgxA8Kmc9pT8BUAdHOxNDKkFQD1kyoeg6u4/Q+IeSx86+D96jV2ieusNQM20/Ssrze0/rgs/OJ9aD0BINIEiFvHxPwPQKF36V/o/54u9F190CUAejUP9LowBQIidKXRe8xBAmu/gJw6gAEASh2wgXWznP2jr4GBvIgJA1dFxNbJLBkBK0jWTb7bkP3u3eeOkMA5A2VpfJLRl/z8lIZG28UcHQBJtx9RdeQBAAAAAAACAAED9oC5SKEvyPxDqIoWy8NI/Ewt8Rbde5D8AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABP5EnSNXMYQDWSBOEKaA5A2iCTjJxFBkAPe6GA7eDqP18M5US7ihFADTSfc7dLB0DCvwgaM4nAPwAAAAAAAAAAHottUtGYB0B6HXHIBvIFQE/IztvYbPA/JZLoZRQL+j8EWyVYHM71Py6vXG+b6fo/RRK9jGJ58z9qM05DVCEFQBkjEoWWtf8/j05d+SzPvz8mVHB4QUTGP1uzlZf8LwBAycnErYLYBUAFiljEsEMAQAAAAAAAAAAApHA9CtejoD8=\",\"dtype\":\"float64\",\"shape\":[145]},\"AliveSperm\":[2079617,2204001,86406,1749139,1552456,2582087,3307631,2316533,85204,1325000,43750,998574,3463340,2287466,1948233,2604907,1853125,0,2312725,1507220,366326,200000,3259191,2612500,3109371,3420179,605654,184126,1799685,2106079,3026182,1057766,3302065,2630370,3028475,3240586,1585761,1528614,109404,2607556,2232584,1144545,1866286,1085435,917163,3037431,2920989,4262446,2349246,1482812,1162103,1704706,2415363,50000,0,2050716,1739081,504844,2499648,2160980,149796,1803016,3770130,2142012,28747,3018334,1462042,2075072,628463,2333251,2403297,1262390,1013827,1261415,2367799,1016618,0,3088647,1300917,1772204,1802250,2760173,2403490,1501239,1779908,3537922,5000000,69886,3085855,1600616,4229773,89285,3544138,2748331,2707543,966141,1514190,3739980,931295,3919249,1121359,1646479,3181822,2193449,4237665,2078152,731978,2266814,2786961,647270,3773752,1962330,2910129,2059261,2062500,1143349,295941,636562,0,0,0,6112510,3800802,2783990,839957,4385480,2911971,129187,0,2949618,2743177,1026574,1627705,1362820,1682033,1217135,2641274,1981833,124255,173958,2023431,2730718,2033052,0,32500],\"Cage\":[1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,2,2,2,3,3,3,3,3,3,3,3,3,3,4,4,4,4,4,4,4,4,5,5,5,5,5,5,5,6,6,6,6,13,13,13,13,13,13,13,13,13,13,14,14,14,14,14,14,14,14,14,15,15,15,15,15,15,15,15,15,15,18,18,18,18,18,18,18,19,19,19,19,19,19,19,19,19,20,20,20,20,20,20,20,20,20,21,21,21,21,21,21,22,22,22,22,22,22,22,22,22,22,23,23,23,23,23,23,23,23,24,24,24,24,24,24,24,24,24,24,25,25,25,25,25,25,25,25,25,25],\"Colony\":[2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,51,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80,80],\"Dead Sperm Millions\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"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\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\",\"Cage\"],\"Infertil\":[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],\"Quality\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"Quantity\":[2150000,2287500,87500,1875000,1587500,2600000,3412500,2562500,87500,1325000,87500,1025000,3500000,2300000,2012500,2712500,2062500,0,2412500,1525000,387500,200000,3362500,2612500,3200000,3637500,625000,200000,4000000,2325000,3362500,1362500,4725000,2650000,3212500,3437500,1862500,1800000,125000,3000000,3000000,1262500,2550000,2412500,1012500,3375000,3762500,4637500,3000000,1825000,1212500,2250000,2662500,50000,0,2612500,2100000,612500,3025000,2725000,262500,2187500,4562500,2625000,37500,3612500,1575000,2725000,662500,2650000,2487500,1662500,1375000,1725000,2512500,1237500,12500,3462500,1362500,1950000,1912500,2881500,2550000,1775000,2612500,3962500,5000000,75000,3562500,2350000,4750000,100000,3575000,2925000,2900000,1012500,1600000,3900000,937500,4037500,1487500,1737500,3212500,2287500,4312500,2087500,737500,2850000,2987500,850000,4262500,2187500,3050000,2087500,2062500,1437500,300000,687500,1337500,0,50000,6340000,3920000,3420000,1500000,4860000,3212500,162500,0,3125000,3240000,1212500,1837500,1600000,1800000,1262500,2712500,2012500,125000,175000,2037500,3125000,2637500,20000,100000],\"Quantity Millions\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"Sample\":[1,2,3,4,5,6,7,8,9,1,10,2,3,4,5,6,7,8,1,10,2,3,4,5,6,7,8,9,1,2,3,4,5,6,7,8,1,2,3,4,5,6,7,1,2,3,4,1,10,2,3,4,5,6,7,8,9,1,2,3,4,5,6,7,8,9,1,10,2,3,4,5,6,7,8,9,2,5,1,3,4,6,7,1,2,3,4,5,6,7,8,9,1,2,3,4,5,6,7,8,9,1,2,3,4,5,6,5,1,10,2,3,4,6,7,8,9,1,2,4,5,6,7,8,9,1,10,2,3,4,5,6,7,8,9,3,1,2,3,4,5,6,7,8,9],\"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\",\"C2-2-1\",\"C2-2-10\",\"C2-2-2\",\"C2-2-3\",\"C2-2-4\",\"C2-2-5\",\"C2-2-6\",\"C2-2-7\",\"C2-2-8\",\"C2-3-1\",\"C2-3-10\",\"C2-3-2\",\"C2-3-3\",\"C2-3-4\",\"C2-3-5\",\"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\",\"C26-1-6\",\"C26-1-7\",\"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\",\"51-1-2\",\"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\",\"C51-2-4\",\"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\",\"C77-3-7\",\"C77-3-8\",\"C77-3-9\",\"C80-1-1\",\"C80-1-2\",\"C80-1-4\",\"C80-1-5\",\"C80-1-6\",\"C80-1-7\",\"C80-1-8\",\"C80-1-9\",\"C80-2-1\",\"C80-2-10\",\"C80-2-2\",\"C80-2-3\",\"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\",\"C80-3-8\",\"C80-3-9\"],\"Specimen\":[227,228,229,230,231,232,233,234,235,236,244,237,238,239,240,241,242,243,247,255,248,249,250,256,251,252,253,254,167,168,169,170,171,172,173,174,127,128,129,130,131,132,134,71,70,69,68,47,199,186,59,196,61,197,198,133,50,65,62,66,175,176,177,48,178,179,157,166,158,159,160,161,162,163,164,165,43,41,185,108,224,217,51,117,116,115,114,113,112,111,110,109,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,42,91,52,180,181,182,183,184,90,58,258,105,107,257,220,221,222,223,218,86,200,201,202,219,203,204,205,206,106,77,78,79,80,81,82,83,84,85],\"Sperm Volume per 500 ul\":[2150000,2287500,87500,1875000,1587500,2600000,3412500,2562500,87500,1325000,87500,1025000,3500000,2300000,2012500,2712500,2062500,0,2412500,1525000,387500,200000,3362500,2612500,3200000,3637500,625000,200000,4000000,2325000,3362500,1362500,4725000,2650000,3212500,3437500,1862500,1800000,125000,3000000,3000000,1262500,2550000,2412500,1012500,3375000,3762500,4637500,3000000,1825000,1212500,2250000,2662500,50000,0,2612500,2100000,612500,3025000,2725000,262500,2187500,4562500,2625000,37500,3612500,1575000,2725000,662500,2650000,2487500,1662500,1375000,1725000,2512500,1237500,12500,3462500,1362500,1950000,1912500,2881500,2550000,1775000,2612500,3962500,5000000,75000,3562500,2350000,4750000,100000,3575000,2925000,2900000,1012500,1600000,3900000,937500,4037500,1487500,1737500,3212500,2287500,4312500,2087500,737500,2850000,2987500,850000,4262500,2187500,3050000,2087500,2062500,1437500,300000,687500,1337500,0,50000,6340000,3920000,3420000,1500000,4860000,3212500,162500,0,3125000,3240000,1212500,1837500,1600000,1800000,1262500,2712500,2012500,125000,175000,2037500,3125000,2637500,20000,100000],\"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\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\"],\"TreatmentNCSS\":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],\"ViabilityRaw (%)\":[\"96.7263814616756\",\"96.3498079760595\",\"98.75\",\"93.2874208336941\",\"97.7925061050061\",\"99.3110435663627\",\"96.9269279143752\",\"90.4013147346481\",\"97.3765432098765\",\"100\",\"50\",\"97.4219443359481\",\"98.952595402898\",\"99.4550724637681\",\"96.8066378066378\",\"96.0334578275755\",\"89.8484848484848\",\"97.1783101955516\",\"95.86426295\",\"98.83415435\",\"94.53596009\",\"100\",\"96.92763298\",\"100\",\"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\",\"100\",\"0\",\"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\",\"0\",\"89.2028260615428\",\"95.48021298\",\"90.8822649\",\"94.2353021005149\",\"95.7894736842105\",\"94.2545160570919\",\"84.57685325\",\"68.13048201\",\"89.28510289\",\"100\",\"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\",\"100\",\"79.5373554799784\",\"98.6472363704961\",\"92.59090909\",\"NO SPERM\",\"No Sperm\",\"NO SPERM\",\"96.411837266676\",\"96.9592550235536\",\"81.403220240878\",\"55.997149465823\",\"90.2362153123023\",\"90.6450318327302\",\"79.5\",\"No Sperm\",\"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\",\"0\",\"32.5\"],\"__ECDF\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"__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\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\",\"Control\"],\"index\":[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,99,100,101,102,103,104,105,106,107,108,109,110,111,112,113,114,115,116,117,118,119,120,121,122,123,124,125,126,127,139,140,141,142,143,144,145,146,147,148,149,150,151,152,153,154,155,156,157,158,159,160,161,162,163,164,165,166,167,168,169,170,171,172,173,174,175,176,177,178,179,180,181,182,183,184,185,186,187,188,189,190,191,192,193,194,195,196,197,198,199,200,201,202,203,204,205,206,207]},\"selected\":{\"id\":\"1062\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1063\",\"type\":\"UnionRenderers\"}},\"id\":\"1034\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"10574\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"1074\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"10575\",\"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\":\"10578\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"10576\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"10577\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"10578\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"10580\",\"type\":\"CDSView\"}},\"id\":\"10579\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"10576\",\"type\":\"ColumnDataSource\"}},\"id\":\"10580\",\"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\":\"10773\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"10968\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"10969\",\"type\":\"UnionRenderers\"}},\"id\":\"10772\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"10770\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"10771\",\"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\":\"10774\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"10772\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"10773\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"10774\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"10776\",\"type\":\"CDSView\"}},\"id\":\"10775\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"10772\",\"type\":\"ColumnDataSource\"}},\"id\":\"10776\",\"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\":\"10971\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"11168\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"11169\",\"type\":\"UnionRenderers\"}},\"id\":\"10970\",\"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\":\"11172\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"10968\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"10969\",\"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\":\"10972\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"10970\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"10971\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"10972\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"10974\",\"type\":\"CDSView\"}},\"id\":\"10973\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"10970\",\"type\":\"ColumnDataSource\"}},\"id\":\"10974\",\"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\":\"11171\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"11370\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"11371\",\"type\":\"UnionRenderers\"}},\"id\":\"11170\",\"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\":\"11373\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"11168\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"1881\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"27801\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"21374\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"21375\",\"type\":\"UnionRenderers\"}},\"id\":\"21092\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"8PjDAY8/fD/w+MMBjz+MP7T6UkGrL5U/8PjDAY8/nD+WexphuaehP7T6UkGrL6U/0nmLIZ23qD/w+MMBjz+sPw54/OGAx68/lnsaYbmnsT8luzZRsmuzP7T6UkGrL7U/QzpvMaTztj/SeYshnbe4P2G5pxGWe7o/8PjDAY8/vD9/OODxhwO+Pw54/OGAx78/z1sM6bzFwD+WexphuafBP16bKNm1icI/Jbs2UbJrwz/t2kTJrk3EP7T6UkGrL8U/fBphuacRxj9DOm8xpPPGPwtafamg1cc/0nmLIZ23yD+amZmZmZnJP2G5pxGWe8o/Kdm1iZJdyz/w+MMBjz/MP7gY0nmLIc0/fzjg8YcDzj9HWO5phOXOPw54/OGAx88/60sFrb5U0D/PWwzpvMXQP7JrEyW7NtE/lnsaYbmn0T96iyGdtxjSP16bKNm1idI/QasvFbT60j8luzZRsmvTPwnLPY2w3NM/7dpEya5N1D/Q6ksFrb7UP7T6UkGrL9U/mApafamg1T98GmG5pxHWP18qaPWlgtY/QzpvMaTz1j8nSnZtomTXPwtafamg1dc/7mmE5Z5G2D/SeYshnbfYP7aJkl2bKNk/mpmZmZmZ2T99qaDVlwraP2G5pxGWe9o/RcmuTZTs2j8p2bWJkl3bPwzpvMWQzts/8PjDAY8/3D/UCMs9jbDcP7gY0nmLId0/myjZtYmS3T9/OODxhwPeP2NI5y2GdN4/R1juaYTl3j8qaPWlglbfPw54/OGAx98/+cMBjz8c4D/rSwWtvlTgP93TCMs9jeA/z1sM6bzF4D/A4w8HPP7gP7JrEyW7NuE/pPMWQzpv4T+WexphuafhP4gDHn844OE/eoshnbcY4j9sEyW7NlHiP16bKNm1ieI/TyMs9zTC4j9Bqy8VtPriPzMzMzMzM+M/Jbs2UbJr4z8XQzpvMaTjPwnLPY2w3OM/+1JBqy8V5D/t2kTJrk3kP95iSOcthuQ/0OpLBa2+5D/Cck8jLPfkP7T6UkGrL+U/poJWXypo5T+YClp9qaDlP4qSXZso2eU/fBphuacR5j9tomTXJkrmP18qaPWlguY/UbJrEyW75j9DOm8xpPPmPzXCck8jLOc/J0p2baJk5z8Z0nmLIZ3nPwtafamg1ec//OGAxx8O6D/uaYTlnkboP+DxhwMef+g/0nmLIZ236D/EAY8/HPDoP7aJkl2bKOk/qBGWexph6T+amZmZmZnpP4shnbcY0uk/famg1ZcK6j9vMaTzFkPqP2G5pxGWe+o/U0GrLxW06j9Fya5NlOzqPzdRsmsTJes/Kdm1iZJd6z8aYbmnEZbrPwzpvMWQzus//nDA4w8H7D/w+MMBjz/sP+KAxx8OeOw/1AjLPY2w7D/GkM5bDOnsP7gY0nmLIe0/qaDVlwpa7T+bKNm1iZLtP42w3NMIy+0/fzjg8YcD7j9xwOMPBzzuP2NI5y2GdO4/VdDqSwWt7j9HWO5phOXuPzjg8YcDHu8/Kmj1pYJW7z8c8PjDAY/vPw54/OGAx+8/AAAAAAAA8D8=\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"36224\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"36225\",\"type\":\"UnionRenderers\"}},\"id\":\"35852\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data_source\":{\"id\":\"1882\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1883\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1884\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1886\",\"type\":\"CDSView\"}},\"id\":\"1885\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"27802\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"27803\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"27804\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"27806\",\"type\":\"CDSView\"}},\"id\":\"27805\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1882\",\"type\":\"ColumnDataSource\"}},\"id\":\"1886\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"27802\",\"type\":\"ColumnDataSource\"}},\"id\":\"27806\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"21090\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"35850\",\"type\":\"Selection\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAmpmZmZmZsT8BUps4ud/JPwFSmzi538k/2lTdI5ur0T+Nl24Sg8DSP7jM6bKY2NI/J/kRv2IN3D/LgR5q2zDcP9yIJ7uZ0d0/3Ignu5nR3T+RuwhTlEvfP5G7CFOUS98/MBSwHYxY4D8wFLAdjFjgP0WduYeE7+A//RNcrKhB4T8FbAcj9gniPwVsByP2CeI/BWwHI/YJ4j8a+bziqUfiPxr5vOKpR+I/Gvm84qlH4j9dwMsMG+XiP13Aywwb5eI/XcDLDBvl4j+aeAd40sLkP5p4B3jSwuQ/eFxUi4hi5T++wKxQpHvlP8dim1Q0VuY/x2KbVDRW5j+zDkdX6e7mP7MOR1fp7uY/z582qtOB6D8EWyVYHM7sPwRbJVgczuw/PzVeukkM7z9CP1OvW4TwP7TKTGn9rfA/tMpMaf2t8D/3Bl+YTJXyPyRE+YIW0vI/JET5ghbS8j8kRPmCFtLyP29qoPmc+/I/x0j2CDUD8z/QX+gRo+fzP/KWqx+bZPY/LgH4p1SJ9j9kl6jeGpj5P5/jo8UZA/o/P8vz4O4s+j8/y/Pg7iz6Pz/L8+DuLPo/Jt9sc2O6+j/b4a/JGnX7P9vhr8kadfs/Dp4JTRLL+z9xGw3gLVD9P1Khurn4G/4/6J51jZaD/j/onnWNloP+P+iedY2Wg/4/6J51jZaD/j9fr7DgfoD/P+xJYHMOvgBAYU87/DX5AEBhTzv8NfkAQGFPO/w1+QBASMFTyJUaAUA4ZW6+ER0CQDS+Ly5VCQNANL4vLlUJA0DkhXR4COMDQFuv6UFByQRAFTjZBu7gBEAVONkG7uAEQBU42Qbu4ARAZqTeUzmtC0A/527XS/MMQG1xjc9kHw1AbXGNz2QfDUBtcY3PZB8NQG1xjc9kHw1A\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"1998\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1999\",\"type\":\"UnionRenderers\"}},\"id\":\"1940\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"8PjDAY8/fD/w+MMBjz+MP7T6UkGrL5U/8PjDAY8/nD+WexphuaehP7T6UkGrL6U/0nmLIZ23qD/w+MMBjz+sPw54/OGAx68/lnsaYbmnsT8luzZRsmuzP7T6UkGrL7U/QzpvMaTztj/SeYshnbe4P2G5pxGWe7o/8PjDAY8/vD9/OODxhwO+Pw54/OGAx78/z1sM6bzFwD+WexphuafBP16bKNm1icI/Jbs2UbJrwz/t2kTJrk3EP7T6UkGrL8U/fBphuacRxj9DOm8xpPPGPwtafamg1cc/0nmLIZ23yD+amZmZmZnJP2G5pxGWe8o/Kdm1iZJdyz/w+MMBjz/MP7gY0nmLIc0/fzjg8YcDzj9HWO5phOXOPw54/OGAx88/60sFrb5U0D/PWwzpvMXQP7JrEyW7NtE/lnsaYbmn0T96iyGdtxjSP16bKNm1idI/QasvFbT60j8luzZRsmvTPwnLPY2w3NM/7dpEya5N1D/Q6ksFrb7UP7T6UkGrL9U/mApafamg1T98GmG5pxHWP18qaPWlgtY/QzpvMaTz1j8nSnZtomTXPwtafamg1dc/7mmE5Z5G2D/SeYshnbfYP7aJkl2bKNk/mpmZmZmZ2T99qaDVlwraP2G5pxGWe9o/RcmuTZTs2j8p2bWJkl3bPwzpvMWQzts/8PjDAY8/3D/UCMs9jbDcP7gY0nmLId0/myjZtYmS3T9/OODxhwPeP2NI5y2GdN4/R1juaYTl3j8qaPWlglbfPw54/OGAx98/+cMBjz8c4D/rSwWtvlTgP93TCMs9jeA/z1sM6bzF4D/A4w8HPP7gP7JrEyW7NuE/pPMWQzpv4T+WexphuafhP4gDHn844OE/eoshnbcY4j9sEyW7NlHiP16bKNm1ieI/TyMs9zTC4j9Bqy8VtPriPzMzMzMzM+M/Jbs2UbJr4z8XQzpvMaTjPwnLPY2w3OM/+1JBqy8V5D/t2kTJrk3kP95iSOcthuQ/0OpLBa2+5D/Cck8jLPfkP7T6UkGrL+U/poJWXypo5T+YClp9qaDlP4qSXZso2eU/fBphuacR5j9tomTXJkrmP18qaPWlguY/UbJrEyW75j9DOm8xpPPmPzXCck8jLOc/J0p2baJk5z8Z0nmLIZ3nPwtafamg1ec//OGAxx8O6D/uaYTlnkboP+DxhwMef+g/0nmLIZ236D/EAY8/HPDoP7aJkl2bKOk/qBGWexph6T+amZmZmZnpP4shnbcY0uk/famg1ZcK6j9vMaTzFkPqP2G5pxGWe+o/U0GrLxW06j9Fya5NlOzqPzdRsmsTJes/Kdm1iZJd6z8aYbmnEZbrPwzpvMWQzus//nDA4w8H7D/w+MMBjz/sP+KAxx8OeOw/1AjLPY2w7D/GkM5bDOnsP7gY0nmLIe0/qaDVlwpa7T+bKNm1iZLtP42w3NMIy+0/fzjg8YcD7j9xwOMPBzzuP2NI5y2GdO4/VdDqSwWt7j9HWO5phOXuPzjg8YcDHu8/Kmj1pYJW7z8c8PjDAY/vPw54/OGAx+8/AAAAAAAA8D8=\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"28458\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"28459\",\"type\":\"UnionRenderers\"}},\"id\":\"28130\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"21091\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"35851\",\"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\":\"21094\",\"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\":\"35854\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"21092\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"21093\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"21094\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"21096\",\"type\":\"CDSView\"}},\"id\":\"21095\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"35852\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"35853\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"35854\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"35856\",\"type\":\"CDSView\"}},\"id\":\"35855\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"21092\",\"type\":\"ColumnDataSource\"}},\"id\":\"21096\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"35852\",\"type\":\"ColumnDataSource\"}},\"id\":\"35856\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"1938\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"28128\",\"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\":\"21377\",\"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\":\"36227\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"21660\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"21661\",\"type\":\"UnionRenderers\"}},\"id\":\"21376\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"36600\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"36601\",\"type\":\"UnionRenderers\"}},\"id\":\"36226\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"1939\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"28129\",\"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\":\"1942\",\"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\":\"28132\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1940\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1941\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1942\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1944\",\"type\":\"CDSView\"}},\"id\":\"1943\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"28130\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"28131\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"28132\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"28134\",\"type\":\"CDSView\"}},\"id\":\"28133\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1940\",\"type\":\"ColumnDataSource\"}},\"id\":\"1944\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"28130\",\"type\":\"ColumnDataSource\"}},\"id\":\"28134\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"21374\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"36224\",\"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\":\"2001\",\"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\":\"28461\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"2060\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2061\",\"type\":\"UnionRenderers\"}},\"id\":\"2000\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"28790\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"28791\",\"type\":\"UnionRenderers\"}},\"id\":\"28460\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"21375\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"36225\",\"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\":\"21378\",\"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\":\"36228\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"21376\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"21377\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"21378\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"21380\",\"type\":\"CDSView\"}},\"id\":\"21379\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"36226\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"36227\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"36228\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"36230\",\"type\":\"CDSView\"}},\"id\":\"36229\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"21376\",\"type\":\"ColumnDataSource\"}},\"id\":\"21380\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"36226\",\"type\":\"ColumnDataSource\"}},\"id\":\"36230\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"1998\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"28458\",\"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\":\"21663\",\"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\":\"36603\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"F2zBFmzBhj8XbMEWbMGWPxEREREREaE/F2zBFmzBpj8cx3Ecx3GsPxEREREREbE/lD7pkz7psz8XbMEWbMG2P5qZmZmZmbk/HMdxHMdxvD+f9Emf9Em/PxEREREREcE/0id90id9wj+UPumTPunDP1VVVVVVVcU/F2zBFmzBxj/Ygi3Ygi3IP5qZmZmZmck/W7AFW7AFyz8cx3Ecx3HMP97d3d3d3c0/n/RJn/RJzz+wBVuwBVvQPxEREREREdE/chzHcRzH0T/SJ33SJ33SPzMzMzMzM9M/lD7pkz7p0z/1SZ/0SZ/UP1VVVVVVVdU/tmALtmAL1j8XbMEWbMHWP3d3d3d3d9c/2IIt2IIt2D85juM4juPYP5qZmZmZmdk/+qRP+qRP2j9bsAVbsAXbP7y7u7u7u9s/HMdxHMdx3D990id90ifdP97d3d3d3d0/P+mTPumT3j+f9Emf9EnfPwAAAAAAAOA/sAVbsAVb4D9hC7ZgC7bgPxEREREREeE/wRZswRZs4T9yHMdxHMfhPyIiIiIiIuI/0id90id94j+DLdiCLdjiPzMzMzMzM+M/5DiO4ziO4z+UPumTPunjP0REREREROQ/9Umf9Emf5D+lT/qkT/rkP1VVVVVVVeU/BluwBVuw5T+2YAu2YAvmP2ZmZmZmZuY/F2zBFmzB5j/HcRzHcRznP3d3d3d3d+c/KH3SJ33S5z/Ygi3Ygi3oP4mIiIiIiOg/OY7jOI7j6D/pkz7pkz7pP5qZmZmZmek/Sp/0SZ/06T/6pE/6pE/qP6uqqqqqquo/W7AFW7AF6z8LtmALtmDrP7y7u7u7u+s/bMEWbMEW7D8cx3Ecx3HsP83MzMzMzOw/fdInfdIn7T8u2IIt2ILtP97d3d3d3e0/juM4juM47j8/6ZM+6ZPuP+/u7u7u7u4/n/RJn/RJ7z9Q+qRP+qTvPwAAAAAAAPA/\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"21948\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"21949\",\"type\":\"UnionRenderers\"}},\"id\":\"21662\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"36978\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"36979\",\"type\":\"UnionRenderers\"}},\"id\":\"36602\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"1999\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"28459\",\"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\":\"2002\",\"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\":\"28462\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"2000\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"2001\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2002\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"2004\",\"type\":\"CDSView\"}},\"id\":\"2003\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"28460\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"28461\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"28462\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"28464\",\"type\":\"CDSView\"}},\"id\":\"28463\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"2000\",\"type\":\"ColumnDataSource\"}},\"id\":\"2004\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"28460\",\"type\":\"ColumnDataSource\"}},\"id\":\"28464\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"21660\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"36600\",\"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\":\"2063\",\"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\":\"28793\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"F2zBFmzBhj8XbMEWbMGWPxEREREREaE/F2zBFmzBpj8cx3Ecx3GsPxEREREREbE/lD7pkz7psz8XbMEWbMG2P5qZmZmZmbk/HMdxHMdxvD+f9Emf9Em/PxEREREREcE/0id90id9wj+UPumTPunDP1VVVVVVVcU/F2zBFmzBxj/Ygi3Ygi3IP5qZmZmZmck/W7AFW7AFyz8cx3Ecx3HMP97d3d3d3c0/n/RJn/RJzz+wBVuwBVvQPxEREREREdE/chzHcRzH0T/SJ33SJ33SPzMzMzMzM9M/lD7pkz7p0z/1SZ/0SZ/UP1VVVVVVVdU/tmALtmAL1j8XbMEWbMHWP3d3d3d3d9c/2IIt2IIt2D85juM4juPYP5qZmZmZmdk/+qRP+qRP2j9bsAVbsAXbP7y7u7u7u9s/HMdxHMdx3D990id90ifdP97d3d3d3d0/P+mTPumT3j+f9Emf9EnfPwAAAAAAAOA/sAVbsAVb4D9hC7ZgC7bgPxEREREREeE/wRZswRZs4T9yHMdxHMfhPyIiIiIiIuI/0id90id94j+DLdiCLdjiPzMzMzMzM+M/5DiO4ziO4z+UPumTPunjP0REREREROQ/9Umf9Emf5D+lT/qkT/rkP1VVVVVVVeU/BluwBVuw5T+2YAu2YAvmP2ZmZmZmZuY/F2zBFmzB5j/HcRzHcRznP3d3d3d3d+c/KH3SJ33S5z/Ygi3Ygi3oP4mIiIiIiOg/OY7jOI7j6D/pkz7pkz7pP5qZmZmZmek/Sp/0SZ/06T/6pE/6pE/qP6uqqqqqquo/W7AFW7AF6z8LtmALtmDrP7y7u7u7u+s/bMEWbMEW7D8cx3Ecx3HsP83MzMzMzOw/fdInfdIn7T8u2IIt2ILtP97d3d3d3e0/juM4juM47j8/6ZM+6ZPuP+/u7u7u7u4/n/RJn/RJ7z9Q+qRP+qTvPwAAAAAAAPA/\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"2124\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2125\",\"type\":\"UnionRenderers\"}},\"id\":\"2062\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"29124\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"29125\",\"type\":\"UnionRenderers\"}},\"id\":\"28792\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"21661\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"36601\",\"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\":\"21664\",\"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\":\"36604\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"21662\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"21663\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"21664\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"21666\",\"type\":\"CDSView\"}},\"id\":\"21665\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"36602\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"36603\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"36604\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"36606\",\"type\":\"CDSView\"}},\"id\":\"36605\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"21662\",\"type\":\"ColumnDataSource\"}},\"id\":\"21666\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"36602\",\"type\":\"ColumnDataSource\"}},\"id\":\"36606\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2060\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"28790\",\"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\":\"21951\",\"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\":\"36981\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"8PjDAY8/fD/w+MMBjz+MP7T6UkGrL5U/8PjDAY8/nD+WexphuaehP7T6UkGrL6U/0nmLIZ23qD/w+MMBjz+sPw54/OGAx68/lnsaYbmnsT8luzZRsmuzP7T6UkGrL7U/QzpvMaTztj/SeYshnbe4P2G5pxGWe7o/8PjDAY8/vD9/OODxhwO+Pw54/OGAx78/z1sM6bzFwD+WexphuafBP16bKNm1icI/Jbs2UbJrwz/t2kTJrk3EP7T6UkGrL8U/fBphuacRxj9DOm8xpPPGPwtafamg1cc/0nmLIZ23yD+amZmZmZnJP2G5pxGWe8o/Kdm1iZJdyz/w+MMBjz/MP7gY0nmLIc0/fzjg8YcDzj9HWO5phOXOPw54/OGAx88/60sFrb5U0D/PWwzpvMXQP7JrEyW7NtE/lnsaYbmn0T96iyGdtxjSP16bKNm1idI/QasvFbT60j8luzZRsmvTPwnLPY2w3NM/7dpEya5N1D/Q6ksFrb7UP7T6UkGrL9U/mApafamg1T98GmG5pxHWP18qaPWlgtY/QzpvMaTz1j8nSnZtomTXPwtafamg1dc/7mmE5Z5G2D/SeYshnbfYP7aJkl2bKNk/mpmZmZmZ2T99qaDVlwraP2G5pxGWe9o/RcmuTZTs2j8p2bWJkl3bPwzpvMWQzts/8PjDAY8/3D/UCMs9jbDcP7gY0nmLId0/myjZtYmS3T9/OODxhwPeP2NI5y2GdN4/R1juaYTl3j8qaPWlglbfPw54/OGAx98/+cMBjz8c4D/rSwWtvlTgP93TCMs9jeA/z1sM6bzF4D/A4w8HPP7gP7JrEyW7NuE/pPMWQzpv4T+WexphuafhP4gDHn844OE/eoshnbcY4j9sEyW7NlHiP16bKNm1ieI/TyMs9zTC4j9Bqy8VtPriPzMzMzMzM+M/Jbs2UbJr4z8XQzpvMaTjPwnLPY2w3OM/+1JBqy8V5D/t2kTJrk3kP95iSOcthuQ/0OpLBa2+5D/Cck8jLPfkP7T6UkGrL+U/poJWXypo5T+YClp9qaDlP4qSXZso2eU/fBphuacR5j9tomTXJkrmP18qaPWlguY/UbJrEyW75j9DOm8xpPPmPzXCck8jLOc/J0p2baJk5z8Z0nmLIZ3nPwtafamg1ec//OGAxx8O6D/uaYTlnkboP+DxhwMef+g/0nmLIZ236D/EAY8/HPDoP7aJkl2bKOk/qBGWexph6T+amZmZmZnpP4shnbcY0uk/famg1ZcK6j9vMaTzFkPqP2G5pxGWe+o/U0GrLxW06j9Fya5NlOzqPzdRsmsTJes/Kdm1iZJd6z8aYbmnEZbrPwzpvMWQzus//nDA4w8H7D/w+MMBjz/sP+KAxx8OeOw/1AjLPY2w7D/GkM5bDOnsP7gY0nmLIe0/qaDVlwpa7T+bKNm1iZLtP42w3NMIy+0/fzjg8YcD7j9xwOMPBzzuP2NI5y2GdO4/VdDqSwWt7j9HWO5phOXuPzjg8YcDHu8/Kmj1pYJW7z8c8PjDAY/vPw54/OGAx+8/AAAAAAAA8D8=\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"22238\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"22239\",\"type\":\"UnionRenderers\"}},\"id\":\"21950\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"37358\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"37359\",\"type\":\"UnionRenderers\"}},\"id\":\"36980\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2061\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"28791\",\"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\":\"2064\",\"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\":\"28794\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"2062\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"2063\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2064\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"2066\",\"type\":\"CDSView\"}},\"id\":\"2065\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"28792\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"28793\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"28794\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"28796\",\"type\":\"CDSView\"}},\"id\":\"28795\",\"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\":\"22242\",\"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\":\"37362\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"2062\",\"type\":\"ColumnDataSource\"}},\"id\":\"2066\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"28792\",\"type\":\"ColumnDataSource\"}},\"id\":\"28796\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"21948\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"36978\",\"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\":\"2127\",\"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\":\"29127\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"2190\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2191\",\"type\":\"UnionRenderers\"}},\"id\":\"2126\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"29460\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"29461\",\"type\":\"UnionRenderers\"}},\"id\":\"29126\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"21949\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"36979\",\"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\":\"21952\",\"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\":\"36982\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"21950\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"21951\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"21952\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"21954\",\"type\":\"CDSView\"}},\"id\":\"21953\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"36980\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"36981\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"36982\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"36984\",\"type\":\"CDSView\"}},\"id\":\"36983\",\"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\":\"2193\",\"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\":\"29463\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"21950\",\"type\":\"ColumnDataSource\"}},\"id\":\"21954\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"36980\",\"type\":\"ColumnDataSource\"}},\"id\":\"36984\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2124\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"29124\",\"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\":\"22241\",\"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\":\"37361\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"22530\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"22531\",\"type\":\"UnionRenderers\"}},\"id\":\"22240\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"37740\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"37741\",\"type\":\"UnionRenderers\"}},\"id\":\"37360\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2125\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"29125\",\"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\":\"2128\",\"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\":\"29128\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"2126\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"2127\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"2128\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"2130\",\"type\":\"CDSView\"}},\"id\":\"2129\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"29126\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"29127\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"29128\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"29130\",\"type\":\"CDSView\"}},\"id\":\"29129\",\"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\":\"22533\",\"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\":\"37743\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"2126\",\"type\":\"ColumnDataSource\"}},\"id\":\"2130\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"29126\",\"type\":\"ColumnDataSource\"}},\"id\":\"29130\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"22238\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"37358\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"44541\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"1063\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"1224\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1225\",\"type\":\"UnionRenderers\"}},\"id\":\"1202\",\"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\":\"1281\",\"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\":\"1162\",\"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\":\"1413\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1160\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1161\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1162\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1164\",\"type\":\"CDSView\"}},\"id\":\"1163\",\"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\":\"1203\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1160\",\"type\":\"ColumnDataSource\"}},\"id\":\"1164\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"1448\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1449\",\"type\":\"UnionRenderers\"}},\"id\":\"1412\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"1200\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1201\",\"type\":\"UnionRenderers\"}},\"id\":\"1180\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"1410\",\"type\":\"Selection\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACO5V31gHmgP47lXfWAeaA/mpmZmZmZsT8BUps4ud/JP42XbhKDwNI/jZduEoPA0j+4zOmymNjSP7jM6bKY2NI/oKaWrfVF1D8n+RG/Yg3cP8uBHmrbMNw/y4Eeatsw3D/LgR5q2zDcP8uBHmrbMNw/MBSwHYxY4D9FnbmHhO/gP/0TXKyoQeE/BWwHI/YJ4j+aeAd40sLkP3hcVIuIYuU/vsCsUKR75T/HYptUNFbmP8dim1Q0VuY//Bu0Vx8P6T8EWyVYHM7sPwRbJVgczuw/mWclrfiG7T+ZZyWt+IbtP+1GH/MBge4/7UYf8wGB7j/tRh/zAYHuP868HHbfse4/PzVeukkM7z8/NV66SQzvP/UwtDo5Q/A/9TC0OjlD8D/1MLQ6OUPwP0I/U69bhPA/tMpMaf2t8D+0ykxp/a3wP8Rb598ue/E/xFvn3y578T8kRPmCFtLyPyRE+YIW0vI/b2qg+Zz78j/HSPYINQPzP8dI9gg1A/M/0F/oEaPn8z9UdCSX/1D2P8PWbOUl//g/OgMjL2ui+j86AyMva6L6PybfbHNjuvo/Jt9sc2O6+j82QGmoUcj8PzZAaahRyPw/7FG4HoXr/T9Sobq5+Bv+P1Khurn4G/4/WrQAbatZ/j/onnWNloP+P+iedY2Wg/4/DotR19q7/j/sSWBzDr4AQGFPO/w1+QBASMFTyJUaAUA4ZW6+ER0CQDS+Ly5VCQNANL4vLlUJA0BxyXGndDADQHHJcad0MANA5IV0eAjjA0C8dJMYBHYEQFuv6UFByQRAFTjZBu7gBEAVONkG7uAEQBU42Qbu4ARAxJrKorBLBUDEmsqisEsFQGak3lM5rQtAZqTeUzmtC0A/527XS/MMQG1xjc9kHw1ALxnHSPYIDkAvGcdI9ggOQC8Zx0j2CA5A\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"6038\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"6039\",\"type\":\"UnionRenderers\"}},\"id\":\"5900\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"5898\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"5899\",\"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\":\"5902\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"5900\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"5901\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"5902\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"5904\",\"type\":\"CDSView\"}},\"id\":\"5903\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"5900\",\"type\":\"ColumnDataSource\"}},\"id\":\"5904\",\"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\":\"6041\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"6180\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"6181\",\"type\":\"UnionRenderers\"}},\"id\":\"6040\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"6038\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"6039\",\"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\":\"6042\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"6040\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"6041\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"6042\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"6044\",\"type\":\"CDSView\"}},\"id\":\"6043\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"6040\",\"type\":\"ColumnDataSource\"}},\"id\":\"6044\",\"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\":\"6183\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"6324\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"6325\",\"type\":\"UnionRenderers\"}},\"id\":\"6182\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"6180\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"6181\",\"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\":\"6184\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"6182\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"6183\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"6184\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"6186\",\"type\":\"CDSView\"}},\"id\":\"6185\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"6182\",\"type\":\"ColumnDataSource\"}},\"id\":\"6186\",\"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\":\"6327\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[145]}},\"selected\":{\"id\":\"6470\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"6471\",\"type\":\"UnionRenderers\"}},\"id\":\"6326\",\"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\":\"6474\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"6324\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"6325\",\"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\":\"6328\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"6326\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"6327\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"6328\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"6330\",\"type\":\"CDSView\"}},\"id\":\"6329\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"6326\",\"type\":\"ColumnDataSource\"}},\"id\":\"6330\",\"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\":\"6473\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[90]}},\"selected\":{\"id\":\"6618\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"6619\",\"type\":\"UnionRenderers\"}},\"id\":\"6472\",\"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\":\"6621\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"6470\",\"type\":\"Selection\"}],\"root_ids\":[\"1002\"]},\"title\":\"Bokeh Application\",\"version\":\"1.4.0\"}};\n", " var render_items = [{\"docid\":\"758f667e-1ee2-4f31-a2c3-582e596a3ce7\",\"roots\":{\"1002\":\"548f60d9-9097-4d26-9b0f-4a5dad220d3c\"}}];\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": [ "rg = np.random.default_rng()\n", "\n", "# Set up Numpy arrays for convenience (also much better performance)\n", "alive_ctrl = df.loc[df[\"Treatment\"] == \"Control\", \"Alive Sperm Millions\"].values\n", "alive_pest = df.loc[df[\"Treatment\"] == \"Pesticide\", \"Alive Sperm Millions\"].values\n", "\n", "# ECDF values for plotting\n", "ctrl_ecdf = np.arange(1, len(alive_ctrl)+1) / len(alive_ctrl)\n", "pest_ecdf = np.arange(1, len(alive_pest)+1) / len(alive_pest)\n", "\n", "# Make 100 bootstrap samples and plot them\n", "for _ in range(100):\n", " bs_ctrl = rg.choice(alive_ctrl, size=len(alive_ctrl))\n", " bs_pest = rg.choice(alive_pest, size=len(alive_pest))\n", "\n", " # Add semitransparent ECDFs to the plot\n", " p.circle(np.sort(bs_ctrl), ctrl_ecdf, color=colorcet.b_glasbey_category10[0], alpha=0.02)\n", " p.circle(np.sort(bs_pest), pest_ecdf, color=colorcet.b_glasbey_category10[1], alpha=0.02)\n", "\n", "bokeh.io.show(p)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "From this graphical display, we can already see that the ECDFs do not strongly overlap in 100 bootstrap samples, so there is likely a real difference between the two treatments." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Speeding up sampling with Numba\n", "\n", "We can make sampling faster (though note that the slowness in generating the above plot is not in resampling, but in adding glyphs to the plot) by employing **just-in-time compilation**, wherein the Python code is compiled at runtime into machine code. This results in a substantial speed boost. [Numba](http://numba.pydata.org) is a powerful tool for this purpose, and we will use it. Bear in mind, though, that not all Python code is Numba-able. Specifically, only the Mersenne Twister bit generator is supported, so we need to use `np.random.choice()` in Numba's code to do our resampling. \n", "\n", "In order to jit-in-time compile a function, we need to decorate its definition with the `@numba.njit` decorator, which tells Python to use Numba to just-in-time compile the function. Note that Numba does not currently work with Pandas data frames; it typically requires Numpy arrays to do any operations on arrays." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "@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))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's quickly quantify the speed boost. Before we do the timing, we will run the Numba'd version once to give it a chance to do the JIT compilation." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Using the Numpy default RNG (PCG64):\n", "26.8 µs ± 650 ns per loop (mean ± std. dev. of 7 runs, 10000 loops each)\n", "\n", "Using the Numpy Mersenne Twister:\n", "29.7 µs ± 3.57 µs per loop (mean ± std. dev. of 7 runs, 10000 loops each)\n", "\n", "Using a Numba'd Mersenne Twister:\n", "2.9 µs ± 80.1 ns per loop (mean ± std. dev. of 7 runs, 100000 loops each)\n" ] } ], "source": [ "# Run once to JIT\n", "draw_bs_sample(alive_ctrl)\n", "\n", "print('Using the Numpy default RNG (PCG64):')\n", "%timeit rg.choice(alive_ctrl, size=len(alive_ctrl))\n", "\n", "print('\\nUsing the Numpy Mersenne Twister:')\n", "%timeit np.random.choice(alive_ctrl, size=len(alive_ctrl))\n", "\n", "print(\"\\nUsing a Numba'd Mersenne Twister:\")\n", "%timeit draw_bs_sample(alive_ctrl)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "That's a factor of 10 or so increase. That can make a big difference when generating lots of bootstrap samples." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Bootstrap replicates and confidence intervals\n", "\n", "We have plotted the ECDF of the data, which is instructive, but we would also like to get plug-in estimates for the generative distribution. Remember, when doing nonparametric plug-in estimates, we plug in the ECDF for the CDF. We do not need to specify what the distribution (described mathematically by the CDF, or equivalently by the PDF) is, just that we approximate it by the empirical distribution.\n", "\n", "In lecture, we laid out the procedure to compute a confidence interval.\n", "\n", "1. Generate $B$ independent bootstrap samples.\n", "2. Compute the plug-in estimate of the statistical functional of interest for each bootstrap sample to get the **bootstrap replicates**.\n", "3. The $100(1-\\alpha)$ percent confidence interval consists of the percentiles $100\\alpha/2$ and $100(1 - \\alpha/2)$ of the bootstrap replicates.\n", "\n", "A key step here is computing the bootstrap replicate. We will write a couple functions for this. The first is generic; it takes as an argument the function to be used to compute the statistic of interest (e.g., `np.mean` or `np.median`). We will also write a few functions for commonly computed statistics, which enables us to use Numba to greatly speed up the process of generating bootstrap replicates." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "def draw_bs_reps(data, stat_fun, size=1):\n", " \"\"\"Draw boostrap replicates computed with stat_fun from 1D data set.\"\"\"\n", " return np.array([stat_fun(draw_bs_sample(data)) for _ in range(size)])\n", "\n", "\n", "@numba.njit\n", "def draw_bs_reps_mean(data, size=1):\n", " \"\"\"Draw boostrap replicates of the mean from 1D data set.\"\"\"\n", " out = np.empty(size)\n", " for i in range(size):\n", " out[i] = np.mean(draw_bs_sample(data))\n", " return out\n", "\n", "\n", "@numba.njit\n", "def draw_bs_reps_median(data, size=1):\n", " \"\"\"Draw boostrap replicates of the median from 1D data set.\"\"\"\n", " out = np.empty(size)\n", " for i in range(size):\n", " out[i] = np.median(draw_bs_sample(data))\n", " return out\n", "\n", "\n", "@numba.njit\n", "def draw_bs_reps_std(data, size=1):\n", " \"\"\"Draw boostrap replicates of the standard deviation from 1D data set.\"\"\"\n", " out = np.empty(size)\n", " for i in range(size):\n", " out[i] = np.std(draw_bs_sample(data))\n", " return out" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now, let's get bootstrap replicates for the mean of each of the two treatments." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "bs_reps_mean_ctrl = draw_bs_reps_mean(alive_ctrl, size=10000)\n", "bs_reps_mean_pest = draw_bs_reps_mean(alive_pest, size=10000)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can now compute the confidence intervals by computing the percentiles using the `np.percentile()` function." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "Mean alive sperm count 95% conf int control (millions): [1.68, 2.07]\n", "Mean alive sperm count 95% conf int treatment (millions): [1.12, 1.49]\n", "\n" ] } ], "source": [ "# 95% confidence intervals\n", "mean_ctrl_conf_int = np.percentile(bs_reps_mean_ctrl, [2.5, 97.5])\n", "mean_pest_conf_int = np.percentile(bs_reps_mean_pest, [2.5, 97.5])\n", "\n", "print(\"\"\"\n", "Mean alive sperm count 95% conf int control (millions): [{0:.2f}, {1:.2f}]\n", "Mean alive sperm count 95% conf int treatment (millions): [{2:.2f}, {3:.2f}]\n", "\"\"\".format(*(tuple(mean_ctrl_conf_int) + tuple(mean_pest_conf_int))))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can also use the bootstrap replicates to plot the probability distribution of mean alive sperm count. *Remember*: This is not a confidence interval on a parameter value. That does not make sense on frequentist statistics. It is the confidence interval describing what we would get as a plug-in estimate for the mean if we did the experiment over and over again.\n", "\n", "When we plot the ECDF of the bootstrap replicates, we thin them so as not to choke the browser with too many points. Since we will do this again, we write a quick function to do it." ] }, { "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 = {\"a0084cde-5147-4b4f-a6aa-e442deb53bdb\":{\"roots\":{\"references\":[{\"attributes\":{\"below\":[{\"id\":\"47017\",\"type\":\"LinearAxis\"}],\"center\":[{\"id\":\"47021\",\"type\":\"Grid\"},{\"id\":\"47026\",\"type\":\"Grid\"},{\"id\":\"47052\",\"type\":\"Legend\"}],\"frame_height\":200,\"frame_width\":350,\"left\":[{\"id\":\"47022\",\"type\":\"LinearAxis\"}],\"renderers\":[{\"id\":\"47043\",\"type\":\"GlyphRenderer\"},{\"id\":\"47057\",\"type\":\"GlyphRenderer\"}],\"title\":{\"id\":\"47045\",\"type\":\"Title\"},\"toolbar\":{\"id\":\"47033\",\"type\":\"Toolbar\"},\"x_range\":{\"id\":\"47009\",\"type\":\"DataRange1d\"},\"x_scale\":{\"id\":\"47013\",\"type\":\"LinearScale\"},\"y_range\":{\"id\":\"47011\",\"type\":\"DataRange1d\"},\"y_scale\":{\"id\":\"47015\",\"type\":\"LinearScale\"}},\"id\":\"47008\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"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\":\"47056\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"47040\",\"type\":\"ColumnDataSource\"}},\"id\":\"47044\",\"type\":\"CDSView\"},{\"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\":\"47051\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"data_source\":{\"id\":\"47040\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"47041\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"47042\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"47044\",\"type\":\"CDSView\"}},\"id\":\"47043\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"47047\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"47066\",\"type\":\"Selection\"},{\"attributes\":{\"fill_color\":{\"value\":\"#1f77b3\"},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47041\",\"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\":\"47042\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"47013\",\"type\":\"LinearScale\"},{\"attributes\":{\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47055\",\"type\":\"Circle\"},{\"attributes\":{\"active_drag\":\"auto\",\"active_inspect\":\"auto\",\"active_multi\":null,\"active_scroll\":\"auto\",\"active_tap\":\"auto\",\"tools\":[{\"id\":\"47027\",\"type\":\"PanTool\"},{\"id\":\"47028\",\"type\":\"WheelZoomTool\"},{\"id\":\"47029\",\"type\":\"BoxZoomTool\"},{\"id\":\"47030\",\"type\":\"SaveTool\"},{\"id\":\"47031\",\"type\":\"ResetTool\"},{\"id\":\"47032\",\"type\":\"HelpTool\"}]},\"id\":\"47033\",\"type\":\"Toolbar\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]}},\"selected\":{\"id\":\"47489\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"47490\",\"type\":\"UnionRenderers\"}},\"id\":\"47054\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"label\":{\"value\":\"pesticide\"},\"renderers\":[{\"id\":\"47057\",\"type\":\"GlyphRenderer\"}]},\"id\":\"47068\",\"type\":\"LegendItem\"},{\"attributes\":{\"label\":{\"value\":\"control\"},\"renderers\":[{\"id\":\"47043\",\"type\":\"GlyphRenderer\"}]},\"id\":\"47053\",\"type\":\"LegendItem\"},{\"attributes\":{\"callback\":null},\"id\":\"47009\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"47027\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"47028\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"47490\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"overlay\":{\"id\":\"47051\",\"type\":\"BoxAnnotation\"}},\"id\":\"47029\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"source\":{\"id\":\"47054\",\"type\":\"ColumnDataSource\"}},\"id\":\"47058\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"47067\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"47030\",\"type\":\"SaveTool\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]}},\"selected\":{\"id\":\"47066\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"47067\",\"type\":\"UnionRenderers\"}},\"id\":\"47040\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"47031\",\"type\":\"ResetTool\"},{\"attributes\":{\"data_source\":{\"id\":\"47054\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"47055\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"47056\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"47058\",\"type\":\"CDSView\"}},\"id\":\"47057\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"47032\",\"type\":\"HelpTool\"},{\"attributes\":{\"text\":\"\"},\"id\":\"47045\",\"type\":\"Title\"},{\"attributes\":{},\"id\":\"47015\",\"type\":\"LinearScale\"},{\"attributes\":{\"callback\":null},\"id\":\"47011\",\"type\":\"DataRange1d\"},{\"attributes\":{\"items\":[{\"id\":\"47053\",\"type\":\"LegendItem\"},{\"id\":\"47068\",\"type\":\"LegendItem\"}],\"location\":\"top_left\"},\"id\":\"47052\",\"type\":\"Legend\"},{\"attributes\":{\"axis_label\":\"mean alive sperm (millions)\",\"formatter\":{\"id\":\"47047\",\"type\":\"BasicTickFormatter\"},\"ticker\":{\"id\":\"47018\",\"type\":\"BasicTicker\"}},\"id\":\"47017\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"47489\",\"type\":\"Selection\"},{\"attributes\":{\"dimension\":1,\"ticker\":{\"id\":\"47023\",\"type\":\"BasicTicker\"}},\"id\":\"47026\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"47018\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"47049\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"ticker\":{\"id\":\"47018\",\"type\":\"BasicTicker\"}},\"id\":\"47021\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"47023\",\"type\":\"BasicTicker\"},{\"attributes\":{\"axis_label\":\"ECDF\",\"formatter\":{\"id\":\"47049\",\"type\":\"BasicTickFormatter\"},\"ticker\":{\"id\":\"47023\",\"type\":\"BasicTicker\"}},\"id\":\"47022\",\"type\":\"LinearAxis\"}],\"root_ids\":[\"47008\"]},\"title\":\"Bokeh Application\",\"version\":\"1.4.0\"}};\n", " var render_items = [{\"docid\":\"a0084cde-5147-4b4f-a6aa-e442deb53bdb\",\"roots\":{\"47008\":\"91ca5496-781c-4110-bbd7-24947ab58237\"}}];\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": "47008" } }, "output_type": "display_data" } ], "source": [ "def plot_bs_reps_ecdf(ctrl, pest, thin):\n", " \"\"\"Make plot of bootstrap ECDFs for control and pesticide treatment.\"\"\"\n", " x_ctrl = np.sort(ctrl)[::thin]\n", " x_pest = np.sort(pest)[::thin]\n", "\n", " p = plot_ecdf(\n", " x_ctrl,\n", " color=colorcet.b_glasbey_category10[0],\n", " legend_label=\"control\",\n", " frame_height=200,\n", " frame_width=350,\n", " x_axis_label=\"mean alive sperm (millions)\",\n", " y_axis_label=\"ECDF\",\n", " )\n", " p = plot_ecdf(\n", " x_pest, p=p, color=colorcet.b_glasbey_category10[1], legend_label=\"pesticide\"\n", " )\n", "\n", " return p\n", "\n", "\n", "p = plot_bs_reps_ecdf(bs_reps_mean_ctrl, bs_reps_mean_pest, 50)\n", "p.legend.location = \"top_left\"\n", "\n", "bokeh.io.show(p)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "These are both nice, Gaussian distributions with almost no overlap in the tails. We also saw in the computation of the 95% confidence intervals above that there is no overlap. This is expected, the mean alive sperm count should be Gaussian distributed as per the central limit theorem.\n", "\n", "We can do the same procedure for other statistical quantities that do not follow the central limit theorem. The procedure is exactly the same. We will do it for the median." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "Median alive sperm count 95% conf int control (millions): [1.63, 2.08]\n", "Median alive sperm count 95% conf int treatment (millions): [0.96, 1.47]\n", "\n" ] }, { "data": { "text/html": [ "\n", "\n", "\n", "\n", "\n", "\n", "
\n" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/javascript": [ "(function(root) {\n", " function embed_document(root) {\n", " \n", " var docs_json = {\"4854c7bf-4ed7-465a-b556-9d6c2965d52e\":{\"roots\":{\"references\":[{\"attributes\":{\"below\":[{\"id\":\"47566\",\"type\":\"LinearAxis\"}],\"center\":[{\"id\":\"47570\",\"type\":\"Grid\"},{\"id\":\"47575\",\"type\":\"Grid\"},{\"id\":\"47601\",\"type\":\"Legend\"}],\"frame_height\":200,\"frame_width\":350,\"left\":[{\"id\":\"47571\",\"type\":\"LinearAxis\"}],\"renderers\":[{\"id\":\"47592\",\"type\":\"GlyphRenderer\"},{\"id\":\"47606\",\"type\":\"GlyphRenderer\"}],\"title\":{\"id\":\"47594\",\"type\":\"Title\"},\"toolbar\":{\"id\":\"47582\",\"type\":\"Toolbar\"},\"x_range\":{\"id\":\"47558\",\"type\":\"DataRange1d\"},\"x_scale\":{\"id\":\"47562\",\"type\":\"LinearScale\"},\"y_range\":{\"id\":\"47560\",\"type\":\"DataRange1d\"},\"y_scale\":{\"id\":\"47564\",\"type\":\"LinearScale\"}},\"id\":\"47557\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"47562\",\"type\":\"LinearScale\"},{\"attributes\":{\"source\":{\"id\":\"47603\",\"type\":\"ColumnDataSource\"}},\"id\":\"47607\",\"type\":\"CDSView\"},{\"attributes\":{\"data_source\":{\"id\":\"47603\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"47604\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"47605\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"47607\",\"type\":\"CDSView\"}},\"id\":\"47606\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"ticker\":{\"id\":\"47567\",\"type\":\"BasicTicker\"}},\"id\":\"47570\",\"type\":\"Grid\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]}},\"selected\":{\"id\":\"47615\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"47616\",\"type\":\"UnionRenderers\"}},\"id\":\"47589\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"47572\",\"type\":\"BasicTicker\"},{\"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\":\"47600\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"dimension\":1,\"ticker\":{\"id\":\"47572\",\"type\":\"BasicTicker\"}},\"id\":\"47575\",\"type\":\"Grid\"},{\"attributes\":{\"label\":{\"value\":\"control\"},\"renderers\":[{\"id\":\"47592\",\"type\":\"GlyphRenderer\"}]},\"id\":\"47602\",\"type\":\"LegendItem\"},{\"attributes\":{\"callback\":null},\"id\":\"47558\",\"type\":\"DataRange1d\"},{\"attributes\":{\"data_source\":{\"id\":\"47589\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"47590\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"47591\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"47593\",\"type\":\"CDSView\"}},\"id\":\"47592\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"47589\",\"type\":\"ColumnDataSource\"}},\"id\":\"47593\",\"type\":\"CDSView\"},{\"attributes\":{\"axis_label\":\"mean alive sperm (millions)\",\"formatter\":{\"id\":\"47596\",\"type\":\"BasicTickFormatter\"},\"ticker\":{\"id\":\"47567\",\"type\":\"BasicTicker\"}},\"id\":\"47566\",\"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\":\"47605\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]}},\"selected\":{\"id\":\"48049\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"48050\",\"type\":\"UnionRenderers\"}},\"id\":\"47603\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"active_drag\":\"auto\",\"active_inspect\":\"auto\",\"active_multi\":null,\"active_scroll\":\"auto\",\"active_tap\":\"auto\",\"tools\":[{\"id\":\"47576\",\"type\":\"PanTool\"},{\"id\":\"47577\",\"type\":\"WheelZoomTool\"},{\"id\":\"47578\",\"type\":\"BoxZoomTool\"},{\"id\":\"47579\",\"type\":\"SaveTool\"},{\"id\":\"47580\",\"type\":\"ResetTool\"},{\"id\":\"47581\",\"type\":\"HelpTool\"}]},\"id\":\"47582\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"47615\",\"type\":\"Selection\"},{\"attributes\":{\"callback\":null},\"id\":\"47560\",\"type\":\"DataRange1d\"},{\"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\":\"47591\",\"type\":\"Circle\"},{\"attributes\":{\"label\":{\"value\":\"pesticide\"},\"renderers\":[{\"id\":\"47606\",\"type\":\"GlyphRenderer\"}]},\"id\":\"47617\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"47576\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"47616\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"axis_label\":\"ECDF\",\"formatter\":{\"id\":\"47598\",\"type\":\"BasicTickFormatter\"},\"ticker\":{\"id\":\"47572\",\"type\":\"BasicTicker\"}},\"id\":\"47571\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"48049\",\"type\":\"Selection\"},{\"attributes\":{\"items\":[{\"id\":\"47602\",\"type\":\"LegendItem\"},{\"id\":\"47617\",\"type\":\"LegendItem\"}],\"location\":\"top_left\"},\"id\":\"47601\",\"type\":\"Legend\"},{\"attributes\":{},\"id\":\"47596\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"47577\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"fill_color\":{\"value\":\"#1f77b3\"},\"line_color\":{\"value\":\"#1f77b3\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47590\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"47598\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"overlay\":{\"id\":\"47600\",\"type\":\"BoxAnnotation\"}},\"id\":\"47578\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"48050\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"47579\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"47580\",\"type\":\"ResetTool\"},{\"attributes\":{\"fill_color\":{\"value\":\"#ff7e0e\"},\"line_color\":{\"value\":\"#ff7e0e\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47604\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"47564\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"47581\",\"type\":\"HelpTool\"},{\"attributes\":{},\"id\":\"47567\",\"type\":\"BasicTicker\"},{\"attributes\":{\"text\":\"\"},\"id\":\"47594\",\"type\":\"Title\"}],\"root_ids\":[\"47557\"]},\"title\":\"Bokeh Application\",\"version\":\"1.4.0\"}};\n", " var render_items = [{\"docid\":\"4854c7bf-4ed7-465a-b556-9d6c2965d52e\",\"roots\":{\"47557\":\"4813c3ea-c93c-415c-a13c-8ed543fade83\"}}];\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": "47557" } }, "output_type": "display_data" } ], "source": [ "# Get the bootstrap replicates\n", "bs_reps_median_ctrl = draw_bs_reps_median(alive_ctrl, size=10000)\n", "bs_reps_median_pest = draw_bs_reps_median(alive_pest, size=10000)\n", "\n", "# 95% confidence intervals\n", "median_ctrl_conf_int = np.percentile(bs_reps_median_ctrl, [2.5, 97.5])\n", "median_pest_conf_int = np.percentile(bs_reps_median_pest, [2.5, 97.5])\n", "\n", "print(\"\"\"\n", "Median alive sperm count 95% conf int control (millions): [{0:.2f}, {1:.2f}]\n", "Median alive sperm count 95% conf int treatment (millions): [{2:.2f}, {3:.2f}]\n", "\"\"\".format(*(tuple(median_ctrl_conf_int) + tuple(median_pest_conf_int))))\n", "\n", "# Plot ECDFs of bootstrap replicates\n", "p = plot_bs_reps_ecdf(bs_reps_median_ctrl, bs_reps_median_pest, 50)\n", "p.legend.location = 'top_left'\n", "bokeh.io.show(p)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The results are similar, and we clearly see clear non-normality in the ECDFs, since the central limit theorem does not hold here." ] }, { "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", "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", "%watermark -v -p numpy,pandas,numba,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 }