example_histogram_plot.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Using matplotlib backend: <object object at 0x10587f5a0>\n"
     ]
    }
   ],
   "source": [
    "%matplotlib auto"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
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   "source": [
    "import maidr\n",
    "import matplotlib.pyplot as plt\n",
    "import seaborn as sns\n",
    "\n",
    "\n",
    "# Load the dataset\n",
    "iris = sns.load_dataset(\"iris\")\n",
    "\n",
    "# Choose a column for the histogram, for example, the 'petal_length'\n",
    "data = iris[\"petal_length\"]\n",
    "\n",
    "# Create the histogram plot\n",
    "_, _, hist_plot = plt.hist(data, bins=20, edgecolor=\"black\")\n",
    "plt.title(\"Petal Lengths in Iris Dataset\")\n",
    "plt.xlabel(\"Petal Length (cm)\")\n",
    "plt.ylabel(\"Frequency\")\n",
    "\n",
    "# plt.show()\n",
    "maidr.show(hist_plot)"
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    "import matplotlib.pyplot as plt\n",
    "import maidr\n",
    "import seaborn as sns\n",
    "\n",
    "\n",
    "# Load the Iris dataset\n",
    "iris = sns.load_dataset(\"iris\")\n",
    "\n",
    "# Select the petal lengths\n",
    "petal_lengths = iris[\"petal_length\"]\n",
    "\n",
    "# Plot a histogram of the petal lengths\n",
    "plt.figure(figsize=(10, 6))\n",
    "hist_plot = sns.histplot(petal_lengths, kde=True, color=\"blue\", binwidth=0.5)\n",
    "\n",
    "plt.title(\"Petal Lengths in Iris Dataset\")\n",
    "plt.xlabel(\"Petal Length (cm)\")\n",
    "plt.ylabel(\"Frequency\")\n",
    "\n",
    "# plt.show()\n",
    "maidr.show(hist_plot)"
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