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Last active February 11, 2020 15:08
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Plotting data of 2019-nCoV outbreak. Data source: https://github.com/BlankerL/DXY-2019-nCoV-Data
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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Plotting data of 2019-nCoV outbreak. Data source: https://github.com/BlankerL/DXY-2019-nCoV-Data"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import pandas as pd\n",
"import numpy as np\n",
"from datetime import date\n",
"\n",
"import matplotlib.pyplot as plt\n",
"%matplotlib inline\n",
"\n",
"from matplotlib import rcParams\n",
"from matplotlib.font_manager import FontProperties\n",
"\n",
"rcParams['axes.unicode_minus']=False\n",
"myfont = FontProperties(fname='/Library/Fonts/Songti.ttc', size=15)"
]
},
{
"cell_type": "code",
"execution_count": 21,
"metadata": {},
"outputs": [],
"source": [
"# !wget https://raw.githubusercontent.com/BlankerL/DXY-2019-nCoV-Data/master/csv/DXYArea.csv"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"df = pd.read_csv('DXYArea.csv', delimiter=',')"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Index(['provinceName', 'cityName', 'province_confirmedCount',\n",
" 'province_suspectedCount', 'province_curedCount', 'province_deadCount',\n",
" 'city_confirmedCount', 'city_suspectedCount', 'city_curedCount',\n",
" 'city_deadCount', 'updateTime'],\n",
" dtype='object')"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df.columns"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"df['updateTime'] = pd.to_datetime(df['updateTime'])"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"df = df[df['updateTime'] < str(date.today())]"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"# 丁香园已经不针对省/市开放suspectedCount数据了,只有确诊、治愈、死亡数据公开。\n",
"# Ref: https://github.com/BlankerL/DXY-2019-nCoV-Crawler/issues/12#issuecomment-579099863\n",
"df = df.drop(columns=['city_suspectedCount', 'province_suspectedCount'])"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array(['天津市', '浙江省', '吉林省', '广西壮族自治区', '福建省', '江苏省', '辽宁省', '江西省', '湖南省',\n",
" '河南省', '广东省', '湖北省', '陕西省', '重庆市', '贵州省', '四川省', '河北省', '云南省',\n",
" '山东省', '海南省', '黑龙江省', '安徽省', '甘肃省', '上海市', '内蒙古自治区', '北京市',\n",
" '宁夏回族自治区', '新疆维吾尔自治区', '山西省', '青海省', '西藏自治区', '澳门'], dtype=object)"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df.provinceName.unique()"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [],
"source": [
"# 地区数据DXYArea.csv仅包括丁香园中国地区精确至地级市的数据,港澳台/西藏的数据精确度仅到省级,不包含在此文件中。如有需要可以修改脚本内Listen类的dumper函数,来自定义数据提取的存储方式。\n",
"df = df[~df['provinceName'].isin(['西藏自治区', '澳门'])]"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [],
"source": [
"df = df.sort_values('updateTime')"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [],
"source": [
"zxs = [s for s in df.provinceName.unique() if '市' in s ]\n",
"df_zxs = df[df['provinceName'].isin(zxs)]\n",
"\n",
"df_zxs = df_zxs.rename(columns={\n",
" \"province_confirmedCount\": \"确诊\",\n",
" \"province_curedCount\": '治愈',\n",
" 'province_deadCount': '死亡'\n",
" })\n",
"\n",
"\n",
"col_to_drop = [s for s in df_zxs.columns if '_' in s]\n",
"df_zxs = df_zxs.drop(columns=col_to_drop + ['cityName'])\n",
"df_zxs['cityName'] = df_zxs[\"provinceName\"]"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [],
"source": [
"df_city = df[~df['provinceName'].isin(zxs)]"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [],
"source": [
"df_city = df_city.rename(columns={\n",
" \"city_confirmedCount\": \"确诊\",\n",
" \"city_curedCount\": '治愈',\n",
" 'city_deadCount': '死亡'\n",
" })\n",
"\n",
"col_to_drop = [s for s in df_city.columns if '_' in s]\n",
"df_city = df_city.drop(columns=col_to_drop)"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [],
"source": [
"df_city = pd.concat([df_city, df_zxs])"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [],
"source": [
"df_city_daily = df_city.groupby(['cityName', df_city['updateTime'].dt.floor('D')]).tail(1)"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [],
"source": [
"df_prov_daily = df_city_daily.groupby(['provinceName', df_city['updateTime'].dt.floor('D')]).sum()"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [],
"source": [
"prov = df_prov_daily.index.unique(level='provinceName')"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {
"scrolled": false
},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1440x1512 with 30 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"fig, axes = plt.subplots(nrows=6, ncols=5, sharex=True, figsize=(20,21))\n",
"idx = 0\n",
"for ax in axes.flat:\n",
" if idx==0:\n",
" show_legend = True\n",
" else:\n",
" show_legend = False\n",
" df_prov_daily.loc[prov[idx]].plot(ax=ax, style='-o', legend=show_legend)\n",
" ax.set_title(prov[idx], fontproperties=myfont)\n",
" ax.set_xlabel(\"\")\n",
" if show_legend:\n",
" ax.legend(prop=myfont)\n",
" idx += 1\n",
"# handles, labels = ax.get_legend_handles_labels()\n",
"# fig.legend(handles, labels, loc='left', prop=myfont)\n",
"plt.savefig(\"各省趋势.png\")\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 864x1764 with 21 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"pn = '湖北省'\n",
"df_one_prov = df_city_daily[df_city_daily['provinceName'] == pn]\n",
"cn = df_one_prov.cityName.unique()\n",
"\n",
"nrows = int(np.ceil(len(cn) / 3))\n",
"fig, axes = plt.subplots(nrows=nrows, ncols=3, sharex=True, figsize=(12,nrows*3.5))\n",
"idx = 0\n",
"for ax in axes.flat:\n",
" if idx == len(cn) - 1:\n",
" break\n",
" if idx==0:\n",
" show_legend = True\n",
" else:\n",
" show_legend = False\n",
" \n",
" df_one_city = df_one_prov[df_one_prov['cityName'] == cn[idx]]\n",
" df_one_city.plot(x='updateTime', ax=ax, style='-o', legend=show_legend)\n",
" ax.set_title(cn[idx], fontproperties=myfont)\n",
" ax.set_xlabel(\"\")\n",
" if show_legend:\n",
" ax.legend(prop=myfont)\n",
" idx += 1\n",
"# handles, labels = ax.get_legend_handles_labels()\n",
"# fig.legend(handles, labels, loc='left', prop=myfont)\n",
"plt.savefig(pn+\".png\")\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {},
"outputs": [],
"source": [
"df_total = df_city_daily.groupby(df_city_daily['updateTime'].dt.floor('D')).sum()"
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.axes._subplots.AxesSubplot at 0x11819ee10>"
]
},
"execution_count": 20,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"df_total.plot(style='-o', legend=False)"
]
}
],
"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": "3.7.6"
}
},
"nbformat": 4,
"nbformat_minor": 4
}
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