Skip to content

Instantly share code, notes, and snippets.

@GINK03
Last active January 2, 2021 05:55
Show Gist options
  • Save GINK03/0ee7e93ba25788850a1d102dc24f6dc2 to your computer and use it in GitHub Desktop.
Save GINK03/0ee7e93ba25788850a1d102dc24f6dc2 to your computer and use it in GitHub Desktop.
健康寿命のrain cloud plot
Display the source blob
Display the rendered blob
Raw
{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Collecting ptitprince\n",
" Downloading ptitprince-0.2.5.tar.gz (9.2 kB)\n",
"Requirement already satisfied: numpy>=1.13 in /usr/local/lib/python3.9/site-packages (from ptitprince) (1.19.4)\n",
"Collecting cython\n",
" Downloading Cython-0.29.21-py2.py3-none-any.whl (974 kB)\n",
"\u001b[K |████████████████████████████████| 974 kB 562 kB/s eta 0:00:01\n",
"\u001b[?25hCollecting matplotlib\n",
" Downloading matplotlib-3.3.3-cp39-cp39-macosx_10_9_x86_64.whl (8.5 MB)\n",
"\u001b[K |████████████████████████████████| 8.5 MB 2.1 MB/s eta 0:00:01\n",
"\u001b[?25hRequirement already satisfied: pyparsing!=2.0.4,!=2.1.2,!=2.1.6,>=2.0.3 in /usr/local/lib/python3.9/site-packages (from matplotlib->ptitprince) (2.4.7)\n",
"Requirement already satisfied: numpy>=1.13 in /usr/local/lib/python3.9/site-packages (from ptitprince) (1.19.4)\n",
"Requirement already satisfied: python-dateutil>=2.1 in /usr/local/lib/python3.9/site-packages (from matplotlib->ptitprince) (2.8.1)\n",
"Collecting cycler>=0.10\n",
" Downloading cycler-0.10.0-py2.py3-none-any.whl (6.5 kB)\n",
"Requirement already satisfied: six in /usr/local/lib/python3.9/site-packages (from cycler>=0.10->matplotlib->ptitprince) (1.15.0)\n",
"Collecting kiwisolver>=1.0.1\n",
" Downloading kiwisolver-1.3.1-cp39-cp39-macosx_10_9_x86_64.whl (61 kB)\n",
"\u001b[K |████████████████████████████████| 61 kB 459 kB/s eta 0:00:01\n",
"\u001b[?25hCollecting pillow>=6.2.0\n",
" Downloading Pillow-8.0.1-cp39-cp39-macosx_10_10_x86_64.whl (2.2 MB)\n",
"\u001b[K |████████████████████████████████| 2.2 MB 9.3 MB/s eta 0:00:01\n",
"\u001b[?25hCollecting PyHamcrest>=1.9.0\n",
" Downloading PyHamcrest-2.0.2-py3-none-any.whl (52 kB)\n",
"\u001b[K |████████████████████████████████| 52 kB 1.2 MB/s eta 0:00:01\n",
"\u001b[?25hRequirement already satisfied: six in /usr/local/lib/python3.9/site-packages (from cycler>=0.10->matplotlib->ptitprince) (1.15.0)\n",
"Collecting scipy\n",
" Downloading scipy-1.6.0-cp39-cp39-macosx_10_9_x86_64.whl (30.9 MB)\n",
"\u001b[K |████████████████████████████████| 30.9 MB 11.4 MB/s eta 0:00:01 |█████████████████▏ | 16.5 MB 8.6 MB/s eta 0:00:02 |██████████████████████▌ | 21.7 MB 11.4 MB/s eta 0:00:01 |████████████████████████████ | 27.0 MB 11.4 MB/s eta 0:00:01 |████████████████████████████▉ | 27.8 MB 11.4 MB/s eta 0:00:01\n",
"\u001b[?25hRequirement already satisfied: numpy>=1.13 in /usr/local/lib/python3.9/site-packages (from ptitprince) (1.19.4)\n",
"Collecting seaborn>=0.10\n",
" Downloading seaborn-0.11.1-py3-none-any.whl (285 kB)\n",
"\u001b[K |████████████████████████████████| 285 kB 30.7 MB/s eta 0:00:01\n",
"\u001b[?25hRequirement already satisfied: numpy>=1.13 in /usr/local/lib/python3.9/site-packages (from ptitprince) (1.19.4)\n",
"Requirement already satisfied: pandas>=0.23 in /usr/local/lib/python3.9/site-packages (from seaborn>=0.10->ptitprince) (1.1.4)\n",
"Requirement already satisfied: pytz>=2017.2 in /usr/local/lib/python3.9/site-packages (from pandas>=0.23->seaborn>=0.10->ptitprince) (2020.4)\n",
"Requirement already satisfied: numpy>=1.13 in /usr/local/lib/python3.9/site-packages (from ptitprince) (1.19.4)\n",
"Requirement already satisfied: python-dateutil>=2.1 in /usr/local/lib/python3.9/site-packages (from matplotlib->ptitprince) (2.8.1)\n",
"Building wheels for collected packages: ptitprince\n",
" Building wheel for ptitprince (setup.py) ... \u001b[?25ldone\n",
"\u001b[?25h Created wheel for ptitprince: filename=ptitprince-0.2.5-py3-none-any.whl size=8428 sha256=4a080f62c52e128bbdf5b29c081fbd49eb4c417f3be59858e4f4d3ba0d233b3f\n",
" Stored in directory: /Users/gimpei/Library/Caches/pip/wheels/da/27/65/327cd0f89ef4544262b281386522df0c05c978acf1cf72ed77\n",
"Successfully built ptitprince\n",
"Installing collected packages: pillow, kiwisolver, cycler, scipy, matplotlib, seaborn, PyHamcrest, cython, ptitprince\n",
"Successfully installed PyHamcrest-2.0.2 cycler-0.10.0 cython-0.29.21 kiwisolver-1.3.1 matplotlib-3.3.3 pillow-8.0.1 ptitprince-0.2.5 scipy-1.6.0 seaborn-0.11.1\n",
"\u001b[33mWARNING: You are using pip version 20.3.1; however, version 20.3.3 is available.\n",
"You should consider upgrading via the '/usr/local/opt/python@3.9/bin/python3.9 -m pip install --upgrade pip' command.\u001b[0m\n"
]
}
],
"source": [
"!python3 -m pip install ptitprince\n"
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {},
"outputs": [],
"source": [
"import pandas as pd\n",
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"import seaborn as sns\n",
"import ptitprince"
]
},
{
"cell_type": "code",
"execution_count": 43,
"metadata": {},
"outputs": [],
"source": [
"df = pd.read_csv(\"lifeExpectancyAtBirth.csv\")"
]
},
{
"cell_type": "code",
"execution_count": 44,
"metadata": {},
"outputs": [
{
"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>Location</th>\n",
" <th>Period</th>\n",
" <th>Indicator</th>\n",
" <th>Dim1</th>\n",
" <th>First Tooltip</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>Afghanistan</td>\n",
" <td>2019</td>\n",
" <td>Life expectancy at birth (years)</td>\n",
" <td>Both sexes</td>\n",
" <td>63.21</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>Afghanistan</td>\n",
" <td>2019</td>\n",
" <td>Life expectancy at birth (years)</td>\n",
" <td>Male</td>\n",
" <td>63.29</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>Afghanistan</td>\n",
" <td>2019</td>\n",
" <td>Life expectancy at birth (years)</td>\n",
" <td>Female</td>\n",
" <td>63.16</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>Afghanistan</td>\n",
" <td>2015</td>\n",
" <td>Life expectancy at birth (years)</td>\n",
" <td>Both sexes</td>\n",
" <td>61.65</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>Afghanistan</td>\n",
" <td>2015</td>\n",
" <td>Life expectancy at birth (years)</td>\n",
" <td>Male</td>\n",
" <td>61.04</td>\n",
" </tr>\n",
" <tr>\n",
" <th>...</th>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2192</th>\n",
" <td>Zimbabwe</td>\n",
" <td>2010</td>\n",
" <td>Life expectancy at birth (years)</td>\n",
" <td>Male</td>\n",
" <td>49.58</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2193</th>\n",
" <td>Zimbabwe</td>\n",
" <td>2010</td>\n",
" <td>Life expectancy at birth (years)</td>\n",
" <td>Female</td>\n",
" <td>53.21</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2194</th>\n",
" <td>Zimbabwe</td>\n",
" <td>2000</td>\n",
" <td>Life expectancy at birth (years)</td>\n",
" <td>Both sexes</td>\n",
" <td>46.57</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2195</th>\n",
" <td>Zimbabwe</td>\n",
" <td>2000</td>\n",
" <td>Life expectancy at birth (years)</td>\n",
" <td>Male</td>\n",
" <td>45.15</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2196</th>\n",
" <td>Zimbabwe</td>\n",
" <td>2000</td>\n",
" <td>Life expectancy at birth (years)</td>\n",
" <td>Female</td>\n",
" <td>48.12</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>2197 rows × 5 columns</p>\n",
"</div>"
],
"text/plain": [
" Location Period Indicator Dim1 \\\n",
"0 Afghanistan 2019 Life expectancy at birth (years) Both sexes \n",
"1 Afghanistan 2019 Life expectancy at birth (years) Male \n",
"2 Afghanistan 2019 Life expectancy at birth (years) Female \n",
"3 Afghanistan 2015 Life expectancy at birth (years) Both sexes \n",
"4 Afghanistan 2015 Life expectancy at birth (years) Male \n",
"... ... ... ... ... \n",
"2192 Zimbabwe 2010 Life expectancy at birth (years) Male \n",
"2193 Zimbabwe 2010 Life expectancy at birth (years) Female \n",
"2194 Zimbabwe 2000 Life expectancy at birth (years) Both sexes \n",
"2195 Zimbabwe 2000 Life expectancy at birth (years) Male \n",
"2196 Zimbabwe 2000 Life expectancy at birth (years) Female \n",
"\n",
" First Tooltip \n",
"0 63.21 \n",
"1 63.29 \n",
"2 63.16 \n",
"3 61.65 \n",
"4 61.04 \n",
"... ... \n",
"2192 49.58 \n",
"2193 53.21 \n",
"2194 46.57 \n",
"2195 45.15 \n",
"2196 48.12 \n",
"\n",
"[2197 rows x 5 columns]"
]
},
"execution_count": 44,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df"
]
},
{
"cell_type": "code",
"execution_count": 45,
"metadata": {},
"outputs": [],
"source": [
"df[\"index\"] = df.Dim1 + \"_\" + df.Period.apply(str)"
]
},
{
"cell_type": "code",
"execution_count": 46,
"metadata": {},
"outputs": [],
"source": [
"df = df.pivot(index=\"Location\", columns=\"index\", values=[\"First Tooltip\"]).reset_index()\n",
"df.columns = df.columns.to_series().apply(lambda x:x[1])"
]
},
{
"cell_type": "code",
"execution_count": 48,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 864x720 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"fig, ax = plt.subplots(figsize=(12, 10))\n",
"ptitprince.RainCloud(data=df, ax=ax, orient='v')\n",
"plt.xticks(rotation=90)\n",
"\n",
"fig.tight_layout()"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"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": "3.9.1"
}
},
"nbformat": 4,
"nbformat_minor": 4
}
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment