{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Box Plots"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The following illustrates some options for the boxplot in statsmodels. These include `violin_plot` and `bean_plot`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "%matplotlib inline\n",
    "\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import statsmodels.api as sm"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Bean Plots"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The following example is taken from the docstring of `beanplot`.\n",
    "\n",
    "We use the American National Election Survey 1996 dataset, which has Party\n",
    "Identification of respondents as independent variable and (among other\n",
    "data) age as dependent variable."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "data = sm.datasets.anes96.load_pandas()\n",
    "party_ID = np.arange(7)\n",
    "labels = [\"Strong Democrat\", \"Weak Democrat\", \"Independent-Democrat\",\n",
    "          \"Independent-Independent\", \"Independent-Republican\",\n",
    "          \"Weak Republican\", \"Strong Republican\"]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Group age by party ID, and create a violin plot with it:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0, 0.5, 'Age')"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.rcParams['figure.subplot.bottom'] = 0.23  # keep labels visible\n",
    "plt.rcParams['figure.figsize'] = (10.0, 8.0)  # make plot larger in notebook\n",
    "age = [data.exog['age'][data.endog == id] for id in party_ID]\n",
    "fig = plt.figure()\n",
    "ax = fig.add_subplot(111)\n",
    "plot_opts={'cutoff_val':5, 'cutoff_type':'abs',\n",
    "                                'label_fontsize':'small',\n",
    "                                'label_rotation':30}\n",
    "sm.graphics.beanplot(age, ax=ax, labels=labels,\n",
    "                     plot_opts=plot_opts)\n",
    "ax.set_xlabel(\"Party identification of respondent.\")\n",
    "ax.set_ylabel(\"Age\")\n",
    "#plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "def beanplot(data, plot_opts={}, jitter=False):\n",
    "    \"\"\"helper function to try out different plot options\n",
    "    \"\"\"\n",
    "    fig = plt.figure()\n",
    "    ax = fig.add_subplot(111)\n",
    "    plot_opts_ = {'cutoff_val':5, 'cutoff_type':'abs',\n",
    "                  'label_fontsize':'small',\n",
    "                  'label_rotation':30}\n",
    "    plot_opts_.update(plot_opts)\n",
    "    sm.graphics.beanplot(data, ax=ax, labels=labels,\n",
    "                         jitter=jitter, plot_opts=plot_opts_)\n",
    "    ax.set_xlabel(\"Party identification of respondent.\")\n",
    "    ax.set_ylabel(\"Age\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = beanplot(age, jitter=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = beanplot(age, plot_opts={'violin_width': 0.5, 'violin_fc':'#66c2a5'})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = beanplot(age, plot_opts={'violin_fc':'#66c2a5'})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = beanplot(age, plot_opts={'bean_size': 0.2, 'violin_width': 0.75, 'violin_fc':'#66c2a5'})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = beanplot(age, jitter=True, plot_opts={'violin_fc':'#66c2a5'})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = beanplot(age, jitter=True, plot_opts={'violin_width': 0.5, 'violin_fc':'#66c2a5'})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Advanced Box Plots"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Based of example script `example_enhanced_boxplots.py` (by Ralf Gommers)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "import statsmodels.api as sm\n",
    "\n",
    "\n",
    "# Necessary to make horizontal axis labels fit\n",
    "plt.rcParams['figure.subplot.bottom'] = 0.23\n",
    "\n",
    "data = sm.datasets.anes96.load_pandas()\n",
    "party_ID = np.arange(7)\n",
    "labels = [\"Strong Democrat\", \"Weak Democrat\", \"Independent-Democrat\",\n",
    "          \"Independent-Independent\", \"Independent-Republican\",\n",
    "          \"Weak Republican\", \"Strong Republican\"]\n",
    "\n",
    "# Group age by party ID.\n",
    "age = [data.exog['age'][data.endog == id] for id in party_ID]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, \"US national election '96 - Age & Party Identification\")"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Create a violin plot.\n",
    "fig = plt.figure()\n",
    "ax = fig.add_subplot(111)\n",
    "\n",
    "sm.graphics.violinplot(age, ax=ax, labels=labels,\n",
    "                       plot_opts={'cutoff_val':5, 'cutoff_type':'abs',\n",
    "                                  'label_fontsize':'small',\n",
    "                                  'label_rotation':30})\n",
    "\n",
    "ax.set_xlabel(\"Party identification of respondent.\")\n",
    "ax.set_ylabel(\"Age\")\n",
    "ax.set_title(\"US national election '96 - Age & Party Identification\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, \"US national election '96 - Age & Party Identification\")"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Create a bean plot.\n",
    "fig2 = plt.figure()\n",
    "ax = fig2.add_subplot(111)\n",
    "\n",
    "sm.graphics.beanplot(age, ax=ax, labels=labels,\n",
    "                    plot_opts={'cutoff_val':5, 'cutoff_type':'abs',\n",
    "                               'label_fontsize':'small',\n",
    "                               'label_rotation':30})\n",
    "\n",
    "ax.set_xlabel(\"Party identification of respondent.\")\n",
    "ax.set_ylabel(\"Age\")\n",
    "ax.set_title(\"US national election '96 - Age & Party Identification\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, \"US national election '96 - Age & Party Identification\")"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Create a jitter plot.\n",
    "fig3 = plt.figure()\n",
    "ax = fig3.add_subplot(111)\n",
    "\n",
    "plot_opts={'cutoff_val':5, 'cutoff_type':'abs', 'label_fontsize':'small',\n",
    "           'label_rotation':30, 'violin_fc':(0.8, 0.8, 0.8),\n",
    "           'jitter_marker':'.', 'jitter_marker_size':3, 'bean_color':'#FF6F00',\n",
    "           'bean_mean_color':'#009D91'}\n",
    "sm.graphics.beanplot(age, ax=ax, labels=labels, jitter=True,\n",
    "                    plot_opts=plot_opts)\n",
    "\n",
    "ax.set_xlabel(\"Party identification of respondent.\")\n",
    "ax.set_ylabel(\"Age\")\n",
    "ax.set_title(\"US national election '96 - Age & Party Identification\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, \"US national election '96 - Age & Party Identification\")"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Create an asymmetrical jitter plot.\n",
    "ix = data.exog['income'] < 16  # incomes < $30k\n",
    "age = data.exog['age'][ix]\n",
    "endog = data.endog[ix]\n",
    "age_lower_income = [age[endog == id] for id in party_ID]\n",
    "\n",
    "ix = data.exog['income'] >= 20  # incomes > $50k\n",
    "age = data.exog['age'][ix]\n",
    "endog = data.endog[ix]\n",
    "age_higher_income = [age[endog == id] for id in party_ID]\n",
    "\n",
    "fig = plt.figure()\n",
    "ax = fig.add_subplot(111)\n",
    "\n",
    "plot_opts['violin_fc'] = (0.5, 0.5, 0.5)\n",
    "plot_opts['bean_show_mean'] = False\n",
    "plot_opts['bean_show_median'] = False\n",
    "plot_opts['bean_legend_text'] = 'Income < \\$30k'\n",
    "plot_opts['cutoff_val'] = 10\n",
    "sm.graphics.beanplot(age_lower_income, ax=ax, labels=labels, side='left',\n",
    "                     jitter=True, plot_opts=plot_opts)\n",
    "plot_opts['violin_fc'] = (0.7, 0.7, 0.7)\n",
    "plot_opts['bean_color'] = '#009D91'\n",
    "plot_opts['bean_legend_text'] = 'Income > \\$50k'\n",
    "sm.graphics.beanplot(age_higher_income, ax=ax, labels=labels, side='right',\n",
    "                     jitter=True, plot_opts=plot_opts)\n",
    "\n",
    "ax.set_xlabel(\"Party identification of respondent.\")\n",
    "ax.set_ylabel(\"Age\")\n",
    "ax.set_title(\"US national election '96 - Age & Party Identification\")\n",
    "\n",
    "\n",
    "# Show all plots.\n",
    "#plt.show()"
   ]
  }
 ],
 "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": "3.8.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 1
}
