{
 "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": "3.8.5"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 1
}
