example_bar_plot.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Using matplotlib backend: <object object at 0x10497f660>\n"
     ]
    }
   ],
   "source": [
    "%matplotlib auto"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
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   "source": [
    "\n",
    "import matplotlib.pyplot as plt\n",
    "import maidr\n",
    "import seaborn as sns\n",
    "\n",
    "# Load dataset\n",
    "tips = sns.load_dataset(\"tips\")\n",
    "\n",
    "# Create a bar plot\n",
    "cut_counts = tips[\"day\"].value_counts()\n",
    "plt.figure(figsize=(10, 6))\n",
    "b_plot = plt.bar(cut_counts.index, list(cut_counts.values), color=\"skyblue\")\n",
    "plt.title(\"The Number of Tips by Day\")\n",
    "plt.xlabel(\"Day\")\n",
    "plt.ylabel(\"Count\")\n",
    "\n",
    "# plt.show()\n",
    "maidr.show(b_plot)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
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    "import matplotlib.pyplot as plt\n",
    "import maidr\n",
    "import seaborn as sns\n",
    "\n",
    "\n",
    "# Load the penguins dataset\n",
    "penguins = sns.load_dataset(\"penguins\")\n",
    "\n",
    "# Create a bar plot showing the average body mass of penguins by species\n",
    "plt.figure(figsize=(10, 6))\n",
    "b_plot = sns.barplot(\n",
    "    x=\"species\", y=\"body_mass_g\", data=penguins, errorbar=\"sd\", palette=\"Blues_d\"\n",
    ")\n",
    "plt.title(\"Average Body Mass of Penguins by Species\")\n",
    "plt.xlabel(\"Species\")\n",
    "plt.ylabel(\"Body Mass (g)\")\n",
    "\n",
    "# plt.show()\n",
    "maidr.show(b_plot)\n"
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