Created
March 27, 2020 17:28
-
-
Save lukegre/fe02b8a54660e7b39c742c7c29eb658d to your computer and use it in GitHub Desktop.
Plots daily increases of Covid-19 cases for a few countries using the John Hopkins Uni data
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| { | |
| "cells": [ | |
| { | |
| "cell_type": "code", | |
| "execution_count": 1, | |
| "metadata": { | |
| "Collapsed": "false" | |
| }, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "Populating the interactive namespace from numpy and matplotlib\n" | |
| ] | |
| }, | |
| { | |
| "data": { | |
| "text/html": [ | |
| "\n", | |
| " <div class=\"bk-root\">\n", | |
| " <a href=\"https://bokeh.org\" target=\"_blank\" class=\"bk-logo bk-logo-small bk-logo-notebook\"></a>\n", | |
| " <span id=\"1001\">Loading BokehJS ...</span>\n", | |
| " </div>" | |
| ] | |
| }, | |
| "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", | |
| " \"<div style='background-color: #fdd'>\\n\"+\n", | |
| " \"<p>\\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", | |
| " \"</p>\\n\"+\n", | |
| " \"<ul>\\n\"+\n", | |
| " \"<li>re-rerun `output_notebook()` to attempt to load from CDN again, or</li>\\n\"+\n", | |
| " \"<li>use INLINE resources instead, as so:</li>\\n\"+\n", | |
| " \"</ul>\\n\"+\n", | |
| " \"<code>\\n\"+\n", | |
| " \"from bokeh.resources import INLINE\\n\"+\n", | |
| " \"output_notebook(resources=INLINE)\\n\"+\n", | |
| " \"</code>\\n\"+\n", | |
| " \"</div>\"}};\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 \"<div style='background-color: #fdd'>\\n\"+\n \"<p>\\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 \"</p>\\n\"+\n \"<ul>\\n\"+\n \"<li>re-rerun `output_notebook()` to attempt to load from CDN again, or</li>\\n\"+\n \"<li>use INLINE resources instead, as so:</li>\\n\"+\n \"</ul>\\n\"+\n \"<code>\\n\"+\n \"from bokeh.resources import INLINE\\n\"+\n \"output_notebook(resources=INLINE)\\n\"+\n \"</code>\\n\"+\n \"</div>\"}};\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": [ | |
| "%pylab inline\n", | |
| "import pandas as pd\n", | |
| "import numpy as np\n", | |
| "from countryinfo import CountryInfo\n", | |
| "import seaborn as sns\n", | |
| "\n", | |
| "sns.set_style('whitegrid')\n", | |
| "rcParams['figure.dpi'] = 120\n", | |
| "from bokeh.plotting import output_notebook #, output_file\n", | |
| "\n", | |
| "output_notebook()\n", | |
| "\n", | |
| "pd.set_option('plotting.backend', 'pandas_bokeh')" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 3, | |
| "metadata": { | |
| "Collapsed": "false" | |
| }, | |
| "outputs": [], | |
| "source": [ | |
| "def get_corona_data(data_type='Confirmed'):\n", | |
| "\n", | |
| " fname = (f\"https://raw.githubusercontent.com/CSSEGISandData/COVID-19\"\n", | |
| " f\"/master/csse_covid_19_data/csse_covid_19_time_series/\"\n", | |
| " f\"/time_series_covid19_{data_type}_global.csv\")\n", | |
| "\n", | |
| " df = pd.read_csv(fname)\n", | |
| " df = df.groupby('Country/Region').sum().drop(columns=['Lat', 'Long']).T\n", | |
| " df = df.rename(columns={'Korea, South': 'South Korea', 'US': 'United States'})\n", | |
| " df.index = pd.to_datetime(df.index, dayfirst=False)\n", | |
| " \n", | |
| " df = df.where(df > 0)\n", | |
| " \n", | |
| " return df\n", | |
| "\n", | |
| "def get_country_info(name, keys=['population', 'region']):\n", | |
| " try:\n", | |
| " ci = CountryInfo(name)\n", | |
| " out = {}\n", | |
| " for key in keys:\n", | |
| " out[key] = getattr(ci, key)()\n", | |
| " except:\n", | |
| " for key in keys:\n", | |
| " out[key] = None \n", | |
| " return out\n", | |
| "\n", | |
| "def get_countries_info(countries, keys=['population', 'region']):\n", | |
| " info = pd.DataFrame({c: get_country_info(c, keys) for c in countries})\n", | |
| " return info.T" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 4, | |
| "metadata": { | |
| "Collapsed": "false" | |
| }, | |
| "outputs": [], | |
| "source": [ | |
| "cases = get_corona_data('confirmed')\n", | |
| "\n", | |
| "countries = ('United Kingdom', \"Italy\", 'South Africa', \"Switzerland\", 'United States')\n", | |
| "info = get_countries_info(cases.loc[:, countries].columns.values)\n", | |
| "\n", | |
| "new_cases_per_day_r4 = cases.diff().loc[:, countries].rolling(window=4).mean()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 6, | |
| "metadata": { | |
| "Collapsed": "false" | |
| }, | |
| "outputs": [ | |
| { | |
| "name": "stderr", | |
| "output_type": "stream", | |
| "text": [ | |
| "BokehDeprecationWarning: 'legend' keyword is deprecated, use explicit 'legend_label', 'legend_field', or 'legend_group' keywords instead\n", | |
| "BokehDeprecationWarning: 'legend' keyword is deprecated, use explicit 'legend_label', 'legend_field', or 'legend_group' keywords instead\n", | |
| "BokehDeprecationWarning: 'legend' keyword is deprecated, use explicit 'legend_label', 'legend_field', or 'legend_group' keywords instead\n", | |
| "BokehDeprecationWarning: 'legend' keyword is deprecated, use explicit 'legend_label', 'legend_field', or 'legend_group' keywords instead\n", | |
| "BokehDeprecationWarning: 'legend' keyword is deprecated, use explicit 'legend_label', 'legend_field', or 'legend_group' keywords instead\n" | |
| ] | |
| }, | |
| { | |
| "data": { | |
| "text/html": [ | |
| "\n", | |
| "\n", | |
| "\n", | |
| "\n", | |
| "\n", | |
| "\n", | |
| " <div class=\"bk-root\" id=\"62a5bbab-ec24-4c35-a03a-077f97061747\" data-root-id=\"1002\"></div>\n" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| }, | |
| { | |
| "data": { | |
| "application/javascript": [ | |
| "(function(root) {\n", | |
| " function embed_document(root) {\n", | |
| " \n", | |
| " var docs_json = {\"b2465ed7-796c-42e4-a14c-6a01868cda7f\":{\"roots\":{\"references\":[{\"attributes\":{\"below\":[{\"id\":\"1013\",\"type\":\"DatetimeAxis\"}],\"center\":[{\"id\":\"1017\",\"type\":\"Grid\"},{\"id\":\"1022\",\"type\":\"Grid\"},{\"id\":\"1060\",\"type\":\"Legend\"}],\"left\":[{\"id\":\"1018\",\"type\":\"LogAxis\"}],\"output_backend\":\"webgl\",\"plot_height\":400,\"plot_width\":800,\"renderers\":[{\"id\":\"1040\",\"type\":\"GlyphRenderer\"},{\"id\":\"1068\",\"type\":\"GlyphRenderer\"},{\"id\":\"1097\",\"type\":\"GlyphRenderer\"},{\"id\":\"1128\",\"type\":\"GlyphRenderer\"},{\"id\":\"1161\",\"type\":\"GlyphRenderer\"}],\"sizing_mode\":\"fixed\",\"title\":{\"id\":\"1003\",\"type\":\"Title\"},\"toolbar\":{\"id\":\"1029\",\"type\":\"Toolbar\"},\"x_range\":{\"id\":\"1005\",\"type\":\"Range1d\"},\"x_scale\":{\"id\":\"1009\",\"type\":\"LinearScale\"},\"y_range\":{\"id\":\"1007\",\"type\":\"Range1d\"},\"y_scale\":{\"id\":\"1011\",\"type\":\"LogScale\"}},\"id\":\"1002\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"source\":{\"id\":\"1064\",\"type\":\"ColumnDataSource\"}},\"id\":\"1069\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"formatters\":{\"__x__values_original\":\"datetime\"},\"mode\":\"vline\",\"renderers\":[{\"id\":\"1068\",\"type\":\"GlyphRenderer\"}],\"tooltips\":[[\"Date\",\"@__x__values_original{%F}\"],[\"Italy\",\"@{Italy}\"]]},\"id\":\"1091\",\"type\":\"HoverTool\"},{\"attributes\":{},\"id\":\"1187\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"1088\",\"type\":\"Selection\"},{\"attributes\":{\"callback\":null,\"formatters\":{\"__x__values_original\":\"datetime\"},\"mode\":\"vline\",\"renderers\":[{\"id\":\"1040\",\"type\":\"GlyphRenderer\"}],\"tooltips\":[[\"Date\",\"@__x__values_original{%F}\"],[\"United Kingdom\",\"@{United Kingdom}\"]]},\"id\":\"1062\",\"type\":\"HoverTool\"},{\"attributes\":{},\"id\":\"1188\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"1219\",\"type\":\"Selection\"},{\"attributes\":{\"callback\":null,\"formatters\":{\"__x__values_original\":\"datetime\"},\"mode\":\"vline\",\"renderers\":[{\"id\":\"1161\",\"type\":\"GlyphRenderer\"}],\"tooltips\":[[\"Date\",\"@__x__values_original{%F}\"],[\"United States\",\"@{United States}\"]]},\"id\":\"1190\",\"type\":\"HoverTool\"},{\"attributes\":{\"callback\":null,\"data\":{\"Italy\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[65]},\"South Africa\":{\"__ndarray__\":\"AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAOA/AAAAAAAA+D8AAAAAAAAIQAAAAAAAAAxAAAAAAAAAFUAAAAAAAAAfQAAAAAAAACNAAAAAAACAJkAAAAAAAAAjQAAAAAAAgDNAAAAAAADAOEAAAAAAAIBBQAAAAAAAQEZAAAAAAADAQ0AAAAAAAIBPQAAAAAAAAFZAAAAAAABQXUAAAAAAAGhkQA==\",\"dtype\":\"float64\",\"shape\":[65]},\"Switzerland\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[65]},\"United Kingdom\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[65]},\"United States\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[65]},\"__x__values\":{\"__ndarray__\":\"AABAx6j8dkIAAAAt+/x2QgAAwJJN/XZCAACA+J/9dkIAAEBe8v12QgAAAMRE/nZCAADAKZf+dkIAAICP6f52QgAAQPU7/3ZCAAAAW47/dkIAAMDA4P92QgAAgCYzAHdCAABAjIUAd0IAAADy1wB3QgAAwFcqAXdCAACAvXwBd0IAAEAjzwF3QgAAAIkhAndCAADA7nMCd0IAAIBUxgJ3QgAAQLoYA3dCAAAAIGsDd0IAAMCFvQN3QgAAgOsPBHdCAABAUWIEd0IAAAC3tAR3QgAAwBwHBXdCAACAglkFd0IAAEDoqwV3QgAAAE7+BXdCAADAs1AGd0IAAIAZowZ3QgAAQH/1BndCAAAA5UcHd0IAAMBKmgd3QgAAgLDsB3dCAABAFj8Id0IAAAB8kQh3QgAAwOHjCHdCAACARzYJd0IAAECtiAl3QgAAABPbCXdCAADAeC0Kd0IAAIDefwp3QgAAQETSCndCAAAAqiQLd0IAAMAPdwt3QgAAgHXJC3dCAABA2xsMd0IAAABBbgx3QgAAwKbADHdCAACADBMNd0IAAEByZQ13QgAAANi3DXdCAADAPQoOd0IAAICjXA53QgAAQAmvDndCAAAAbwEPd0IAAMDUUw93QgAAgDqmD3dCAABAoPgPd0IAAAAGSxB3QgAAwGudEHdCAACA0e8Qd0IAAEA3QhF3Qg==\",\"dtype\":\"float64\",\"shape\":[65]},\"__x__values_original\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[65]}},\"selected\":{\"id\":\"1187\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1188\",\"type\":\"UnionRenderers\"}},\"id\":\"1124\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"1089\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"line_width\":4,\"x\":{\"field\":\"__x__values\"},\"y\":{\"field\":\"United Kingdom\"}},\"id\":\"1039\",\"type\":\"Line\"},{\"attributes\":{\"callback\":null,\"data\":{\"Italy\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[65]},\"South Africa\":{\"__ndarray__\":\"AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAOA/AAAAAAAA+D8AAAAAAAAIQAAAAAAAAAxAAAAAAAAAFUAAAAAAAAAfQAAAAAAAACNAAAAAAACAJkAAAAAAAAAjQAAAAAAAgDNAAAAAAADAOEAAAAAAAIBBQAAAAAAAQEZAAAAAAADAQ0AAAAAAAIBPQAAAAAAAAFZAAAAAAABQXUAAAAAAAGhkQA==\",\"dtype\":\"float64\",\"shape\":[65]},\"Switzerland\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[65]},\"United Kingdom\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[65]},\"United States\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[65]},\"__x__values\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[65]},\"__x__values_original\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[65]}},\"selected\":{\"id\":\"1152\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1153\",\"type\":\"UnionRenderers\"}},\"id\":\"1093\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"1220\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_color\":\"#d62728\",\"line_width\":4,\"x\":{\"field\":\"__x__values\"},\"y\":{\"field\":\"Switzerland\"}},\"id\":\"1126\",\"type\":\"Line\"},{\"attributes\":{\"text\":\"\"},\"id\":\"1003\",\"type\":\"Title\"},{\"attributes\":{\"line_color\":\"#2ca02c\",\"line_width\":4,\"x\":{\"field\":\"__x__values\"},\"y\":{\"field\":\"South Africa\"}},\"id\":\"1095\",\"type\":\"Line\"},{\"attributes\":{\"callback\":null,\"end\":1585267200000.0,\"start\":1583020800000.0},\"id\":\"1005\",\"type\":\"Range1d\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"line_width\":4,\"x\":{\"field\":\"__x__values\"},\"y\":{\"field\":\"South Africa\"}},\"id\":\"1096\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1157\",\"type\":\"ColumnDataSource\"}},\"id\":\"1162\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"1119\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"1093\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1095\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1096\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"1098\",\"type\":\"CDSView\"}},\"id\":\"1097\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"ticker\":{\"id\":\"1014\",\"type\":\"DatetimeTicker\"}},\"id\":\"1017\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"1011\",\"type\":\"LogScale\"},{\"attributes\":{\"source\":{\"id\":\"1093\",\"type\":\"ColumnDataSource\"}},\"id\":\"1098\",\"type\":\"CDSView\"},{\"attributes\":{\"label\":{\"value\":\" South Africa\"},\"renderers\":[{\"id\":\"1097\",\"type\":\"GlyphRenderer\"}]},\"id\":\"1121\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_color\":\"#1f77b4\",\"line_width\":4,\"x\":{\"field\":\"__x__values\"},\"y\":{\"field\":\"United Kingdom\"}},\"id\":\"1038\",\"type\":\"Line\"},{\"attributes\":{\"days\":[\"%d %B %Y\"],\"hours\":[\"%H:%M:%S\"],\"milliseconds\":[\"%H:%M:%S.%f\"],\"minutes\":[\"%H:%M:%S\"],\"months\":[\"%d %B %Y\"],\"seconds\":[\"%H:%M:%S\"],\"years\":[\"%d %B %Y\"]},\"id\":\"1192\",\"type\":\"DatetimeTickFormatter\"},{\"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\":\"1059\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"callback\":null,\"formatters\":{\"__x__values_original\":\"datetime\"},\"mode\":\"vline\",\"renderers\":[{\"id\":\"1097\",\"type\":\"GlyphRenderer\"}],\"tooltips\":[[\"Date\",\"@__x__values_original{%F}\"],[\"South Africa\",\"@{South Africa}\"]]},\"id\":\"1122\",\"type\":\"HoverTool\"},{\"attributes\":{},\"id\":\"1120\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"1124\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1126\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1127\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"1129\",\"type\":\"CDSView\"}},\"id\":\"1128\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"label\":{\"value\":\" United States\"},\"renderers\":[{\"id\":\"1161\",\"type\":\"GlyphRenderer\"}]},\"id\":\"1189\",\"type\":\"LegendItem\"},{\"attributes\":{\"axis_label\":\"New covid-19 cases per day\",\"formatter\":{\"id\":\"1044\",\"type\":\"LogTickFormatter\"},\"ticker\":{\"id\":\"1019\",\"type\":\"LogTicker\"}},\"id\":\"1018\",\"type\":\"LogAxis\"},{\"attributes\":{\"dimension\":1,\"ticker\":{\"id\":\"1019\",\"type\":\"LogTicker\"}},\"id\":\"1022\",\"type\":\"Grid\"},{\"attributes\":{\"source\":{\"id\":\"1124\",\"type\":\"ColumnDataSource\"}},\"id\":\"1129\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"line_width\":4,\"x\":{\"field\":\"__x__values\"},\"y\":{\"field\":\"Switzerland\"}},\"id\":\"1127\",\"type\":\"Line\"},{\"attributes\":{\"num_minor_ticks\":10},\"id\":\"1019\",\"type\":\"LogTicker\"},{\"attributes\":{},\"id\":\"1152\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"1153\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"ticker\":null},\"id\":\"1044\",\"type\":\"LogTickFormatter\"},{\"attributes\":{\"axis_label\":\"Date\",\"formatter\":{\"id\":\"1192\",\"type\":\"DatetimeTickFormatter\"},\"ticker\":{\"id\":\"1014\",\"type\":\"DatetimeTicker\"}},\"id\":\"1013\",\"type\":\"DatetimeAxis\"},{\"attributes\":{\"label\":{\"value\":\" Switzerland\"},\"renderers\":[{\"id\":\"1128\",\"type\":\"GlyphRenderer\"}]},\"id\":\"1154\",\"type\":\"LegendItem\"},{\"attributes\":{\"num_minor_ticks\":5,\"tickers\":[{\"id\":\"1047\",\"type\":\"AdaptiveTicker\"},{\"id\":\"1048\",\"type\":\"AdaptiveTicker\"},{\"id\":\"1049\",\"type\":\"AdaptiveTicker\"},{\"id\":\"1050\",\"type\":\"DaysTicker\"},{\"id\":\"1051\",\"type\":\"DaysTicker\"},{\"id\":\"1052\",\"type\":\"DaysTicker\"},{\"id\":\"1053\",\"type\":\"DaysTicker\"},{\"id\":\"1054\",\"type\":\"MonthsTicker\"},{\"id\":\"1055\",\"type\":\"MonthsTicker\"},{\"id\":\"1056\",\"type\":\"MonthsTicker\"},{\"id\":\"1057\",\"type\":\"MonthsTicker\"},{\"id\":\"1058\",\"type\":\"YearsTicker\"}]},\"id\":\"1014\",\"type\":\"DatetimeTicker\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"line_width\":4,\"x\":{\"field\":\"__x__values\"},\"y\":{\"field\":\"United States\"}},\"id\":\"1160\",\"type\":\"Line\"},{\"attributes\":{\"callback\":null,\"formatters\":{\"__x__values_original\":\"datetime\"},\"mode\":\"vline\",\"renderers\":[{\"id\":\"1128\",\"type\":\"GlyphRenderer\"}],\"tooltips\":[[\"Date\",\"@__x__values_original{%F}\"],[\"Switzerland\",\"@{Switzerland}\"]]},\"id\":\"1155\",\"type\":\"HoverTool\"},{\"attributes\":{},\"id\":\"1023\",\"type\":\"PanTool\"},{\"attributes\":{\"line_color\":\"#9467bd\",\"line_width\":4,\"x\":{\"field\":\"__x__values\"},\"y\":{\"field\":\"United States\"}},\"id\":\"1159\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"1024\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"callback\":null,\"data\":{\"Italy\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[65]},\"South Africa\":{\"__ndarray__\":\"AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAOA/AAAAAAAA+D8AAAAAAAAIQAAAAAAAAAxAAAAAAAAAFUAAAAAAAAAfQAAAAAAAACNAAAAAAACAJkAAAAAAAAAjQAAAAAAAgDNAAAAAAADAOEAAAAAAAIBBQAAAAAAAQEZAAAAAAADAQ0AAAAAAAIBPQAAAAAAAAFZAAAAAAABQXUAAAAAAAGhkQA==\",\"dtype\":\"float64\",\"shape\":[65]},\"Switzerland\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[65]},\"United Kingdom\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[65]},\"United States\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[65]},\"__x__values\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[65]},\"__x__values_original\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[65]}},\"selected\":{\"id\":\"1219\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1220\",\"type\":\"UnionRenderers\"}},\"id\":\"1157\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"overlay\":{\"id\":\"1059\",\"type\":\"BoxAnnotation\"}},\"id\":\"1025\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"1026\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"1027\",\"type\":\"ResetTool\"},{\"attributes\":{\"callback\":null,\"data\":{\"Italy\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[65]},\"South Africa\":{\"__ndarray__\":\"AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAOA/AAAAAAAA+D8AAAAAAAAIQAAAAAAAAAxAAAAAAAAAFUAAAAAAAAAfQAAAAAAAACNAAAAAAACAJkAAAAAAAAAjQAAAAAAAgDNAAAAAAADAOEAAAAAAAIBBQAAAAAAAQEZAAAAAAADAQ0AAAAAAAIBPQAAAAAAAAFZAAAAAAABQXUAAAAAAAGhkQA==\",\"dtype\":\"float64\",\"shape\":[65]},\"Switzerland\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[65]},\"United Kingdom\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[65]},\"United States\":{\"__ndarray__\":\"AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAADwPwAAAAAAAPA/AAAAAAAA6D8AAAAAAADoPwAAAAAAAAAAAAAAAAAA4D8AAAAAAADoPwAAAAAAAOg/AAAAAAAA+D8AAAAAAADwPwAAAAAAAOg/AAAAAAAA6D8AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAANA/AAAAAAAA0D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA0D8AAAAAAADQPwAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAAI0AAAAAAAAAiQAAAAAAAACVAAAAAAACAJUAAAAAAAAACQAAAAAAAABFAAAAAAAAAEUAAAAAAAAAkQAAAAAAAAC1AAAAAAABANEAAAAAAAOBBQAAAAAAAgERAAAAAAADAUUAAAAAAABBXQAAAAAAA4FZAAAAAAADIZUAAAAAAAHhrQAAAAAAA5HFAAAAAAADweEAAAAAAAKB7QAAAAAAAVIFAAAAAAAAyh0AAAAAAAJKQQAAAAAAAwJNAAAAAAADho0AAAAAAAEKsQAAAAAAAn7JAAAAAAEDluEAAAAAAgHa9QAAAAAAA6sBAAAAAACCsw0AAAAAAALDIQA==\",\"dtype\":\"float64\",\"shape\":[65]},\"__x__values\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[65]},\"__x__values_original\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[65]}},\"selected\":{\"id\":\"1088\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1089\",\"type\":\"UnionRenderers\"}},\"id\":\"1036\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"1028\",\"type\":\"HelpTool\"},{\"attributes\":{\"active_drag\":\"auto\",\"active_inspect\":\"auto\",\"active_multi\":null,\"active_scroll\":{\"id\":\"1024\",\"type\":\"WheelZoomTool\"},\"active_tap\":\"auto\",\"tools\":[{\"id\":\"1023\",\"type\":\"PanTool\"},{\"id\":\"1024\",\"type\":\"WheelZoomTool\"},{\"id\":\"1025\",\"type\":\"BoxZoomTool\"},{\"id\":\"1026\",\"type\":\"SaveTool\"},{\"id\":\"1027\",\"type\":\"ResetTool\"},{\"id\":\"1028\",\"type\":\"HelpTool\"},{\"id\":\"1062\",\"type\":\"HoverTool\"},{\"id\":\"1091\",\"type\":\"HoverTool\"},{\"id\":\"1122\",\"type\":\"HoverTool\"},{\"id\":\"1155\",\"type\":\"HoverTool\"},{\"id\":\"1190\",\"type\":\"HoverTool\"}]},\"id\":\"1029\",\"type\":\"Toolbar\"},{\"attributes\":{\"data_source\":{\"id\":\"1036\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1038\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1039\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"1041\",\"type\":\"CDSView\"}},\"id\":\"1040\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"1009\",\"type\":\"LinearScale\"},{\"attributes\":{\"source\":{\"id\":\"1036\",\"type\":\"ColumnDataSource\"}},\"id\":\"1041\",\"type\":\"CDSView\"},{\"attributes\":{\"mantissas\":[1,2,5],\"max_interval\":500.0,\"num_minor_ticks\":0},\"id\":\"1047\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"label\":{\"value\":\" Italy\"},\"renderers\":[{\"id\":\"1068\",\"type\":\"GlyphRenderer\"}]},\"id\":\"1090\",\"type\":\"LegendItem\"},{\"attributes\":{\"base\":24,\"mantissas\":[1,2,4,6,8,12],\"max_interval\":43200000.0,\"min_interval\":3600000.0,\"num_minor_ticks\":0},\"id\":\"1049\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"base\":60,\"mantissas\":[1,2,5,10,15,20,30],\"max_interval\":1800000.0,\"min_interval\":1000.0,\"num_minor_ticks\":0},\"id\":\"1048\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"days\":[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]},\"id\":\"1050\",\"type\":\"DaysTicker\"},{\"attributes\":{\"days\":[1,4,7,10,13,16,19,22,25,28]},\"id\":\"1051\",\"type\":\"DaysTicker\"},{\"attributes\":{\"days\":[1,8,15,22]},\"id\":\"1052\",\"type\":\"DaysTicker\"},{\"attributes\":{\"days\":[1,15]},\"id\":\"1053\",\"type\":\"DaysTicker\"},{\"attributes\":{\"callback\":null,\"end\":20000,\"start\":8},\"id\":\"1007\",\"type\":\"Range1d\"},{\"attributes\":{\"months\":[0,1,2,3,4,5,6,7,8,9,10,11]},\"id\":\"1054\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"months\":[0,2,4,6,8,10]},\"id\":\"1055\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"months\":[0,4,8]},\"id\":\"1056\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"months\":[0,6]},\"id\":\"1057\",\"type\":\"MonthsTicker\"},{\"attributes\":{},\"id\":\"1058\",\"type\":\"YearsTicker\"},{\"attributes\":{\"label\":{\"value\":\" United Kingdom\"},\"renderers\":[{\"id\":\"1040\",\"type\":\"GlyphRenderer\"}]},\"id\":\"1061\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_color\":\"#ff7f0e\",\"line_width\":4,\"x\":{\"field\":\"__x__values\"},\"y\":{\"field\":\"Italy\"}},\"id\":\"1066\",\"type\":\"Line\"},{\"attributes\":{\"click_policy\":\"hide\",\"items\":[{\"id\":\"1061\",\"type\":\"LegendItem\"},{\"id\":\"1090\",\"type\":\"LegendItem\"},{\"id\":\"1121\",\"type\":\"LegendItem\"},{\"id\":\"1154\",\"type\":\"LegendItem\"},{\"id\":\"1189\",\"type\":\"LegendItem\"}],\"location\":\"top_left\"},\"id\":\"1060\",\"type\":\"Legend\"},{\"attributes\":{\"data_source\":{\"id\":\"1064\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1066\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1067\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"1069\",\"type\":\"CDSView\"}},\"id\":\"1068\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"Italy\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[65]},\"South Africa\":{\"__ndarray__\":\"AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAPh/AAAAAAAA+H8AAAAAAAD4fwAAAAAAAOA/AAAAAAAA+D8AAAAAAAAIQAAAAAAAAAxAAAAAAAAAFUAAAAAAAAAfQAAAAAAAACNAAAAAAACAJkAAAAAAAAAjQAAAAAAAgDNAAAAAAADAOEAAAAAAAIBBQAAAAAAAQEZAAAAAAADAQ0AAAAAAAIBPQAAAAAAAAFZAAAAAAABQXUAAAAAAAGhkQA==\",\"dtype\":\"float64\",\"shape\":[65]},\"Switzerland\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[65]},\"United Kingdom\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[65]},\"United States\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[65]},\"__x__values\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[65]},\"__x__values_original\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[65]}},\"selected\":{\"id\":\"1119\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1120\",\"type\":\"UnionRenderers\"}},\"id\":\"1064\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data_source\":{\"id\":\"1157\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1159\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1160\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"1162\",\"type\":\"CDSView\"}},\"id\":\"1161\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"line_width\":4,\"x\":{\"field\":\"__x__values\"},\"y\":{\"field\":\"Italy\"}},\"id\":\"1067\",\"type\":\"Line\"}],\"root_ids\":[\"1002\"]},\"title\":\"Bokeh Application\",\"version\":\"1.4.0\"}};\n", | |
| " var render_items = [{\"docid\":\"b2465ed7-796c-42e4-a14c-6a01868cda7f\",\"roots\":{\"1002\":\"62a5bbab-ec24-4c35-a03a-077f97061747\"}}];\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": [ | |
| "fig = new_cases_per_day_r4.plot(\n", | |
| " figsize=[800, 400],\n", | |
| " logy=True,\n", | |
| " xlabel='Date',\n", | |
| " ylabel='New covid-19 cases per day',\n", | |
| " xlim=['2020-03-01', '2020-03-27'], \n", | |
| " ylim=[8, 20000],\n", | |
| " legend='top_left', \n", | |
| " line_width=4,\n", | |
| ")\n", | |
| "\n", | |
| "# output_file('/Users/luke/Desktop/corona_new_cases_per_day.html')" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": null, | |
| "metadata": { | |
| "Collapsed": "false" | |
| }, | |
| "outputs": [], | |
| "source": [] | |
| } | |
| ], | |
| "metadata": { | |
| "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": "3.7.4" | |
| } | |
| }, | |
| "nbformat": 4, | |
| "nbformat_minor": 4 | |
| } |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment