Library/Density plots/Density plot with averages/Density plot with averages.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 1. Uploading data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "use \"https://github.com/worldbank/Stata-IE-Visual-Library/raw/develop/Library/Density%20plots/Density%20plot%20with%20averages/data.dta\", clear"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 2. Calculate the means"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "qui sum \trevenue if post == 0\n",
    "local \tpre_mean = r(mean)\n",
    "qui sum\t\trevenue if post == 1\n",
    "local \tpost_mean = r(mean)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 3. Creating the graph"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "This front-end cannot display the desired image type."
      ]
     },
     "metadata": {
      "image/png": {
       "height": 436,
       "width": 600
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "twoway \t(kdensity revenue if post == 0, color(gs10)) ///\n",
    "\t\t(kdensity revenue if post == 1, color(emerald)), ///\n",
    "\t\txline(`pre_mean', lcolor(gs12) lpattern(dash)) ///\n",
    "\t\txline(`post_mean', lcolor(eltgreen) lpattern(dash)) ///\n",
    "\t\tlegend(order(1 \"Pre-treatment\" 2 \"Post-treatment\")) ///\n",
    "\t\txtitle(Agriculture revenue (BRL thousands)) ///\n",
    "\t\tytitle(Density) ///\n",
    "\t\tbgcolor (white) graphregion(color(white))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 4. Exporting the graph"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "qui gr export \"figure.png\", width(5000) replace"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Stata",
   "language": "stata",
   "name": "stata"
  },
  "language_info": {
   "file_extension": ".do",
   "mimetype": "text/x-stata",
   "name": "stata"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}