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@QuentinWach
Created April 13, 2020 02:17
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"It's going to be just fine."
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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# \"It's going to be just fine.\""
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"import matplotlib.pyplot as plt\n",
"import numpy as np\n",
"import pandas as pd"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### total US cases and deaths per date"
]
},
{
"cell_type": "code",
"execution_count": 158,
"metadata": {
"scrolled": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"(2217, 3)\n"
]
},
{
"data": {
"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>date</th>\n",
" <th>cases</th>\n",
" <th>deaths</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <td>0</td>\n",
" <td>2020-01-21</td>\n",
" <td>1</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <td>1</td>\n",
" <td>2020-01-22</td>\n",
" <td>1</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <td>2</td>\n",
" <td>2020-01-23</td>\n",
" <td>1</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <td>3</td>\n",
" <td>2020-01-24</td>\n",
" <td>1</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <td>4</td>\n",
" <td>2020-01-24</td>\n",
" <td>1</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" </tr>\n",
" <tr>\n",
" <td>2212</td>\n",
" <td>2020-04-11</td>\n",
" <td>5077</td>\n",
" <td>130</td>\n",
" </tr>\n",
" <tr>\n",
" <td>2213</td>\n",
" <td>2020-04-11</td>\n",
" <td>10224</td>\n",
" <td>498</td>\n",
" </tr>\n",
" <tr>\n",
" <td>2214</td>\n",
" <td>2020-04-11</td>\n",
" <td>593</td>\n",
" <td>6</td>\n",
" </tr>\n",
" <tr>\n",
" <td>2215</td>\n",
" <td>2020-04-11</td>\n",
" <td>3213</td>\n",
" <td>141</td>\n",
" </tr>\n",
" <tr>\n",
" <td>2216</td>\n",
" <td>2020-04-11</td>\n",
" <td>261</td>\n",
" <td>0</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>2217 rows × 3 columns</p>\n",
"</div>"
],
"text/plain": [
" date cases deaths\n",
"0 2020-01-21 1 0\n",
"1 2020-01-22 1 0\n",
"2 2020-01-23 1 0\n",
"3 2020-01-24 1 0\n",
"4 2020-01-24 1 0\n",
"... ... ... ...\n",
"2212 2020-04-11 5077 130\n",
"2213 2020-04-11 10224 498\n",
"2214 2020-04-11 593 6\n",
"2215 2020-04-11 3213 141\n",
"2216 2020-04-11 261 0\n",
"\n",
"[2217 rows x 3 columns]"
]
},
"execution_count": 158,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# source: https://github.com/nytimes/covid-19-data , April 12th, 21:19, Berlin\n",
"import pandas as pd\n",
"data = pd.read_csv (r'data.csv')\n",
"df = pd.DataFrame(data, columns= ['date','cases', \"deaths\"])\n",
"print(df.shape)\n",
"df"
]
},
{
"cell_type": "code",
"execution_count": 159,
"metadata": {},
"outputs": [],
"source": [
"dates = []; total_cases = []; total_deaths = []\n",
"\n",
"date = \"2020-01-21\" \n",
"case_num = 0\n",
"death_num = 0\n",
"for index, row in df.iterrows():\n",
" d = row[\"date\"]\n",
" ca = row[\"cases\"]\n",
" de = row[\"deaths\"]\n",
" if d == date:\n",
" case_num += ca\n",
" death_num += de\n",
" else:\n",
" dates.append(date)\n",
" date = d\n",
" total_cases.append(case_num)\n",
" case_num = 0\n",
" total_deaths.append(death_num)\n",
" death_num = 0"
]
},
{
"cell_type": "code",
"execution_count": 502,
"metadata": {
"scrolled": false
},
"outputs": [
{
"data": {
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\n",
"text/plain": [
"<Figure size 2400x1500 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import matplotlib\n",
"import matplotlib.ticker as ticker\n",
"matplotlib.style.use('ggplot') \n",
"\n",
"fig, ax = plt.subplots(figsize=(8,5),dpi=300)\n",
"\n",
"# plot numbers\n",
"ax.plot(dates, total_cases, color=\"#8B0000\")\n",
"ax.plot(dates, total_deaths, color=\"black\")\n",
"# fill areas\n",
"ax.fill_between(dates, total_cases, alpha=0.5)\n",
"ax.fill_between(dates, total_deaths, color=\"gray\")\n",
"\n",
"ax.grid(which='major', axis='both', linestyle=':')\n",
"\n",
"# change axis\n",
"ax.set_ylim([0,300000])\n",
"ax.set_xlim([0,80])\n",
"ax.yaxis.tick_right()\n",
"ax.tick_params(axis='y', which='major', labelsize=5)\n",
"#ax.tick_params(axis='y', which='minor', labelsize=3)\n",
"# change ticks\n",
"ax.xaxis.set_major_locator(ticker.MultipleLocator(15))\n",
"ax.xaxis.set_minor_locator(ticker.MultipleLocator(1))\n",
"ax.yaxis.set_major_locator(ticker.MultipleLocator(50000))\n",
"#ax.yaxis.set_minor_locator(ticker.MultipleLocator(5000))\n",
"ax.tick_params(bottom=True, left=False, right=True, labelbottom=False, labelleft=False)\n",
"\n",
"\n",
"# change date labels manually\n",
"Xvs = -0.135; Yvs = -14000\n",
"ax.text(0+Xvs,Yvs,\"Jan 21\", backgroundcolor=\"white\", size=7, color=\"gray\")\n",
"ax.text(15+Xvs,Yvs,\"Feb 5\", backgroundcolor=\"white\", size=7, color=\"gray\")\n",
"ax.text(30+Xvs,Yvs,\"Feb 20\", backgroundcolor=\"white\", size=7, color=\"gray\")\n",
"ax.text(45+Xvs,Yvs,\"Mar 6\", backgroundcolor=\"white\", size=7, color=\"gray\")\n",
"ax.text(60+Xvs,Yvs,\"Mar 21\", backgroundcolor=\"white\", size=7, color=\"gray\")\n",
"ax.text(75+Xvs,Yvs,\"Apr 5\", backgroundcolor=\"white\", size=7, color=\"gray\")\n",
"\n",
"# data labels\n",
"A = ax.text(70.3,31000,\"KNOWN DEATHS\", color=\"white\", backgroundcolor=\"black\", size=5)\n",
"B = ax.text(70.7,230000,\"KNOWN CASES\", color=\"white\", backgroundcolor=\"#8B0000\", size=5) #64000\n",
"\n",
"# TRUMP text\n",
"ax.text(1,5000,\"TRUMP\", color=\"gray\", size=90, alpha=0.08, zorder=0)\n",
"# 2020, Reaktio to COVID-19 text\n",
"ax.text(1,273000,\"Reaction to COVID-19\\n2020, USA\", color=\"gray\", alpha=0.1, size=10, zorder=10)\n",
"# Ref\n",
"ax.text(1,303000,\"(Apr 12, quotes taken from: https://www.spiegel.de/international/world/the-american-patient-how-trump-is-fueling-a-corona-disaster )\",\n",
" color=\"gray\", alpha=1, size=3, zorder=30)\n",
"\n",
"#---------------------------------------------------------------------------------------\n",
"############# JAN 22\n",
"ax.text(1.2,35000,'\"We have it totally under control.\\n [...] It’s going to be just fine.”', \n",
" color=\"black\", backgroundcolor=\"white\",wrap=True, size=5.5, fontfamily=\"serif\") # rotation=90\n",
"ax.plot([1,1],[0,35000], color=\"white\", lw=3)\n",
"############# FEB 19\n",
"ax.text(3.5,70000,'\"I think it’s going to work out fine.\\n I think when we get into April and the warmer weather,\\n that has a very negative effect on that.\"', \n",
" color=\"black\", backgroundcolor=\"white\", size=5.5, fontfamily=\"serif\")\n",
"ax.plot([29,29],[0,70000], color=\"white\", lw=3)\n",
"############# FEB 26\n",
"ax.text(10,102000,'\"We only have 15 people, and they’re getting better\\n and hopefully they’re all better soon.\"', \n",
" color=\"black\", backgroundcolor=\"white\", size=5.5, fontfamily=\"serif\")\n",
"ax.plot([29 + 7,29+7],[0,102000], color=\"white\", lw=3)\n",
"############# FEB 28\n",
"ax.text(8,129000,'\"Now the Democrats are politicizing the coronavirus. And this is their new hoax.\"', \n",
" color=\"black\", backgroundcolor=\"white\", size=5.5, fontfamily=\"serif\")\n",
"ax.plot([36+2,36+2],[0,129000], color=\"white\", lw=3)\n",
"############# MAR 15\n",
"ax.text(18.7,151000,'\"It’s a very contagious virus. It’s incredible, but it’s something that we\\n have tremendous control over.\"', \n",
" color=\"black\", backgroundcolor=\"white\", size=5.5, fontfamily=\"serif\")\n",
"ax.plot([54,54],[0,151000], color=\"white\", lw=3)\n",
"############# MAR 16\n",
"ax.text(9.1,185500,'\"I was talking about what we’re doing is under control, but I’m not talking about the virus.\"', \n",
" color=\"black\", backgroundcolor=\"white\", size=5.5, fontfamily=\"serif\")\n",
"ax.plot([55,55],[0,185500], color=\"white\", lw=3)\n",
"############# MAR 17\n",
"ax.text(25.3,209000,'\"I have a feeling that a lot of the numbers that are being said\\n in some areas are just bigger than they are going to be.\"', \n",
" color=\"black\", backgroundcolor=\"white\", size=5.5, fontfamily=\"serif\")\n",
"ax.plot([56,56],[0,209000], color=\"white\", lw=3)\n",
"############# MAR 24\n",
"ax.text(17.7,244000,'\"I would love to have it open by Easter. Wouldn’t it be great to have all the churches full?\"', \n",
" color=\"black\", backgroundcolor=\"white\", size=5.5, fontfamily=\"serif\")\n",
"ax.plot([63,63],[0,244000], color=\"white\", lw=3)\n",
"############# MAR 29\n",
"ax.text(27.9,267000,'\"If we can hold that down, as we’re saying, to 100,000 - it’s a horrible number - \\n maybe even less. But to 100,000. We all together have done a very good job.\"', \n",
" color=\"black\", backgroundcolor=\"white\", size=5.5, fontfamily=\"serif\")\n",
"ax.plot([68,68],[0,267000], color=\"white\", lw=3, zorder=20)\n",
"\n",
"#---------------------------------------------------------------------------------------\n",
"plt.show()"
]
}
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