{
 "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": "3.9.1rc1"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 1
}
