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Last active July 4, 2021 12:34
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Timeseries Map.ipynb
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{
"cells": [
{
"metadata": {},
"cell_type": "markdown",
"source": "<div style=\"width: 100%; overflow: hidden;\">\n <div style=\"width: 150px; float: left;\"> <img src=\"https://raw.githubusercontent.com/DataForScience/Graphs4Sci/master/data/D4Sci_logo_ball.png\" alt=\"Data For Science, Inc\" align=\"left\" border=\"0\" width=150px> </div>\n <div style=\"float: left; margin-left: 10px;\"><h1>Visualization for Science</h1>\n<h1>Timerseries Map</h1>\n <a href=\"http://www.data4sci.com/\">www.data4sci.com</a><br/>\n @bgoncalves, @data4sci</p></div>\n</div>"
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "import pandas as pd\nimport numpy as np\nimport matplotlib as mpl\nimport matplotlib.pyplot as plt \nimport matplotlib.patches as mpatches\nfrom matplotlib.collections import PatchCollection\n\n%matplotlib inline",
"execution_count": 1,
"outputs": []
},
{
"metadata": {},
"cell_type": "markdown",
"source": "Load default figure style"
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "colors = [\n '#51a7f9',\n '#cf51f9',\n '#70bf41',\n '#f39019',\n '#f9e351',\n '#f9517b',\n '#6d904f',\n '#8b8b8b',\n '#810f7c']",
"execution_count": 2,
"outputs": []
},
{
"metadata": {},
"cell_type": "markdown",
"source": "## Johns Hopkins University Dataset"
},
{
"metadata": {},
"cell_type": "markdown",
"source": "The JHU CoVID dataset has steadly become the unofficial standard dataset for the number of cases and deaths aroudn the world. You can download the continuously updated data from their [github repository](https://github.com/CSSEGISandData/COVID-19/):"
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "url = 'https://raw.githubusercontent.com/CSSEGISandData/COVID-19/master/csse_covid_19_data/csse_covid_19_time_series/'",
"execution_count": 3,
"outputs": []
},
{
"metadata": {},
"cell_type": "markdown",
"source": "The repository contains 4 time series files:\n\n- time_series_covid19_confirmed_global.csv\n- time_series_covid19_deaths_global.csv\n- time_series_covid19_confirmed_US.csv\n- time_series_covid19_deaths_US.csv\n\ncorreponding to confirmed cases and number of deaths globally by country and for the US by state.\n\nThese curated files result from an aggregation and standardization of several dozen national health authority reports and have become the go-to "
},
{
"metadata": {},
"cell_type": "markdown",
"source": "## US Data\n\n"
},
{
"metadata": {},
"cell_type": "markdown",
"source": "Now we take a detailed look at the situation within the US. The JHU github also has data for the US by state and county (admin2) level."
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "confirmed_US = pd.read_csv(url + 'time_series_covid19_confirmed_US.csv')",
"execution_count": 4,
"outputs": []
},
{
"metadata": {},
"cell_type": "markdown",
"source": "As in the case of the country level data, there are several other columns that we don't need"
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "confirmed_US.head()",
"execution_count": 5,
"outputs": [
{
"output_type": "execute_result",
"execution_count": 5,
"data": {
"text/plain": " UID iso2 iso3 code3 FIPS Admin2 Province_State Country_Region \\\n0 84001001 US USA 840 1001.0 Autauga Alabama US \n1 84001003 US USA 840 1003.0 Baldwin Alabama US \n2 84001005 US USA 840 1005.0 Barbour Alabama US \n3 84001007 US USA 840 1007.0 Bibb Alabama US \n4 84001009 US USA 840 1009.0 Blount Alabama US \n\n Lat Long_ ... 6/24/21 6/25/21 6/26/21 6/27/21 6/28/21 \\\n0 32.539527 -86.644082 ... 7244 7244 7244 7244 7247 \n1 30.727750 -87.722071 ... 21921 21945 21945 21945 21985 \n2 31.868263 -85.387129 ... 2344 2344 2344 2344 2345 \n3 32.996421 -87.125115 ... 2686 2686 2686 2686 2687 \n4 33.982109 -86.567906 ... 6957 6967 6967 6967 6975 \n\n 6/29/21 6/30/21 7/1/21 7/2/21 7/3/21 \n0 7247 7257 7257 7262 7262 \n1 21985 22027 22027 22043 22043 \n2 2345 2346 2346 2347 2347 \n3 2687 2693 2693 2693 2693 \n4 6975 6987 6987 6988 6988 \n\n[5 rows x 540 columns]",
"text/html": "<div>\n<style scoped>\n .dataframe tbody tr th:only-of-type {\n vertical-align: middle;\n }\n\n .dataframe tbody tr th {\n vertical-align: top;\n }\n\n .dataframe thead th {\n text-align: right;\n }\n</style>\n<table border=\"1\" class=\"dataframe\">\n <thead>\n <tr style=\"text-align: right;\">\n <th></th>\n <th>UID</th>\n <th>iso2</th>\n <th>iso3</th>\n <th>code3</th>\n <th>FIPS</th>\n <th>Admin2</th>\n <th>Province_State</th>\n <th>Country_Region</th>\n <th>Lat</th>\n <th>Long_</th>\n <th>...</th>\n <th>6/24/21</th>\n <th>6/25/21</th>\n <th>6/26/21</th>\n <th>6/27/21</th>\n <th>6/28/21</th>\n <th>6/29/21</th>\n <th>6/30/21</th>\n <th>7/1/21</th>\n <th>7/2/21</th>\n <th>7/3/21</th>\n </tr>\n </thead>\n <tbody>\n <tr>\n <th>0</th>\n <td>84001001</td>\n <td>US</td>\n <td>USA</td>\n <td>840</td>\n <td>1001.0</td>\n <td>Autauga</td>\n <td>Alabama</td>\n <td>US</td>\n <td>32.539527</td>\n <td>-86.644082</td>\n <td>...</td>\n <td>7244</td>\n <td>7244</td>\n <td>7244</td>\n <td>7244</td>\n <td>7247</td>\n <td>7247</td>\n <td>7257</td>\n <td>7257</td>\n <td>7262</td>\n <td>7262</td>\n </tr>\n <tr>\n <th>1</th>\n <td>84001003</td>\n <td>US</td>\n <td>USA</td>\n <td>840</td>\n <td>1003.0</td>\n <td>Baldwin</td>\n <td>Alabama</td>\n <td>US</td>\n <td>30.727750</td>\n <td>-87.722071</td>\n <td>...</td>\n <td>21921</td>\n <td>21945</td>\n <td>21945</td>\n <td>21945</td>\n <td>21985</td>\n <td>21985</td>\n <td>22027</td>\n <td>22027</td>\n <td>22043</td>\n <td>22043</td>\n </tr>\n <tr>\n <th>2</th>\n <td>84001005</td>\n <td>US</td>\n <td>USA</td>\n <td>840</td>\n <td>1005.0</td>\n <td>Barbour</td>\n <td>Alabama</td>\n <td>US</td>\n <td>31.868263</td>\n <td>-85.387129</td>\n <td>...</td>\n <td>2344</td>\n <td>2344</td>\n <td>2344</td>\n <td>2344</td>\n <td>2345</td>\n <td>2345</td>\n <td>2346</td>\n <td>2346</td>\n <td>2347</td>\n <td>2347</td>\n </tr>\n <tr>\n <th>3</th>\n <td>84001007</td>\n <td>US</td>\n <td>USA</td>\n <td>840</td>\n <td>1007.0</td>\n <td>Bibb</td>\n <td>Alabama</td>\n <td>US</td>\n <td>32.996421</td>\n <td>-87.125115</td>\n <td>...</td>\n <td>2686</td>\n <td>2686</td>\n <td>2686</td>\n <td>2686</td>\n <td>2687</td>\n <td>2687</td>\n <td>2693</td>\n <td>2693</td>\n <td>2693</td>\n <td>2693</td>\n </tr>\n <tr>\n <th>4</th>\n <td>84001009</td>\n <td>US</td>\n <td>USA</td>\n <td>840</td>\n <td>1009.0</td>\n <td>Blount</td>\n <td>Alabama</td>\n <td>US</td>\n <td>33.982109</td>\n <td>-86.567906</td>\n <td>...</td>\n <td>6957</td>\n <td>6967</td>\n <td>6967</td>\n <td>6967</td>\n <td>6975</td>\n <td>6975</td>\n <td>6987</td>\n <td>6987</td>\n <td>6988</td>\n <td>6988</td>\n </tr>\n </tbody>\n</table>\n<p>5 rows × 540 columns</p>\n</div>"
},
"metadata": {}
}
]
},
{
"metadata": {},
"cell_type": "markdown",
"source": "We remove the extraneous columns"
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "del_columns = [\n 'UID',\n 'iso2',\n 'iso3',\n 'code3',\n 'FIPS',\n 'Country_Region',\n 'Lat',\n 'Long_',\n 'Combined_Key',\n 'Admin2'\n]",
"execution_count": 6,
"outputs": []
},
{
"metadata": {},
"cell_type": "markdown",
"source": "And aggregate at the state level."
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "confirmed_US.drop(columns=del_columns, inplace=True)\nconfirmed_US = confirmed_US.groupby('Province_State').sum().T\nconfirmed_US.index = pd.to_datetime(confirmed_US.index)",
"execution_count": 7,
"outputs": []
},
{
"metadata": {},
"cell_type": "markdown",
"source": "### Country Overview"
},
{
"metadata": {},
"cell_type": "markdown",
"source": "A simply way of getting a quick overview of the situation in all the states is to include some degree of geographical information to plot the time series of all the states side by side. We opt to use a block map where each state is represented by an equal size square block where we can plot the time series."
},
{
"metadata": {},
"cell_type": "markdown",
"source": "We load the coordinates of each state from a csv file"
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "states = pd.read_csv('https://raw.githubusercontent.com/DataForScience/Epidemiology101/master/data/states.csv', index_col=0)",
"execution_count": 8,
"outputs": []
},
{
"metadata": {},
"cell_type": "markdown",
"source": "And create a convenient dictionary to convert from state abbreviations to full state names"
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "state_dict = dict(states.reset_index()[['index', 'name']].values)",
"execution_count": 9,
"outputs": []
},
{
"metadata": {},
"cell_type": "markdown",
"source": "And now we plot the time series for each state, normalized by the peak value, within each block. Further, we color the block based on the current value of the number of cases:\n\n- Green, below 25% of the peak value\n- Orange, between 25-75% of the peak value\n- Red, above 75% of the peak value\n\nas an indication of how well each state is doing."
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "confirmed_US = confirmed_US[:'2020']",
"execution_count": 10,
"outputs": []
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "fig, ax = plt.subplots(1, figsize=(16, 22))\nax.set_aspect(1.)\nax.invert_yaxis()\n\npatches = []\ncolor_list = []\n\nx = np.linspace(0., 0.75, confirmed_US.shape[0])\n\nfor state in states.index:\n daily = confirmed_US[state_dict[state]].diff(1).rolling(7).mean()\n \n timeline = (daily/daily.max()).fillna(0).values\n color = colors[3]\n \n if timeline[-1] > 0.75:\n color = colors[5]\n elif timeline[-1] < 0.25:\n color = colors[2]\n \n fancybox = mpatches.FancyBboxPatch([states.x[state]-0.5, states.y[state]-0.5], 0.8, 0.8,\n boxstyle=mpatches.BoxStyle(\"Round\", pad=0.06))\n patches.append(fancybox)\n color_list.append(color)\n \n ax.text(y=states.y[state]-0.4, x=states.x[state]-0.4, \n s=state, horizontalalignment='center', verticalalignment='center', fontsize=15)\n ax.plot(states.x[state]+x-0.5, states.y[state]-timeline/1.4+0.25, lw=1, color=colors[1])\n\ncollection = PatchCollection(patches, facecolors=color_list, alpha=0.3)\nax.add_collection(collection)\n\nax.text(x=3.4, y=8, s='> 75% Maximum', color=colors[5], fontsize=15, ha='left')\nax.text(x=5, y=8, s='Otherwise', color=colors[3], fontsize=15, ha='left')\nax.text(x=6, y=8, s='< 25% Maximum', color=colors[2], fontsize=15, ha='left')\n\nax.set_title(confirmed_US.index[-1].strftime('%Y-%m-%d'), fontsize=32)\n\nax.axis('off')\nfig.patch.set_facecolor('#FFFFFF')\nfig.tight_layout()",
"execution_count": 11,
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": "<Figure size 1152x1584 with 1 Axes>",
"image/png": 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\n"
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},
{
"metadata": {},
"cell_type": "markdown",
"source": "<div style=\"width: 100%; overflow: hidden;\">\n <img src=\"https://raw.githubusercontent.com/DataForScience/Graphs4Sci/master/data/D4Sci_logo_full.png\" alt=\"Data For Science, Inc\" align=\"center\" border=\"0\" width=300px> \n</div>"
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"metadata": {
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"language_info": {
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"codemirror_mode": {
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"pygments_lexer": "ipython3",
"nbconvert_exporter": "python",
"file_extension": ".py"
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"toc": {
"base_numbering": 1,
"nav_menu": {},
"number_sections": true,
"sideBar": true,
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"title_cell": "Table of Contents",
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"toc_position": {},
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"varInspector": {
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"cols": {
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"kernels_config": {
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"r": {
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"types_to_exclude": [
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"gist": {
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"_draft": {
"nbviewer_url": "https://gist.github.com/346da0638c59af5de97deda6d58a6c7e"
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},
"nbformat": 4,
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}
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