{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "import json"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "filepath = \"/home/christian/code/christian/metadata/rate_your_music_genres.json\"\n",
    "\n",
    "with open(filepath, \"r\") as f:\n",
    "    data = json.load(f)\n",
    "\n",
    "print(data)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# count the number of genres\n",
    "print(len(data))\n",
    "\n",
    "# count the number of genres at level 1\n",
    "print(len([genre for genre in data if genre[\"level\"] == 1]))\n",
    "\n",
    "# count the number of genres at level 2\n",
    "print(len([genre for genre in data if genre[\"level\"] == 2]))\n",
    "\n",
    "# count the number of genres at level 3\n",
    "print(len([genre for genre in data if genre[\"level\"] == 3]))\n",
    "\n",
    "# count the number of genres at level 4\n",
    "print(len([genre for genre in data if genre[\"level\"] == 4]))\n",
    "\n",
    "# count the number of genres at level 5\n",
    "print(len([genre for genre in data if genre[\"level\"] == 5]))\n",
    "\n",
    "# count the number of genres at level 6\n",
    "print(len([genre for genre in data if genre[\"level\"] == 6]))\n",
    "\n",
    "# count the number of genres at level 7\n",
    "print(len([genre for genre in data if genre[\"level\"] == 7]))\n",
    "\n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "[genre for genre in data if genre[\"level\"] == 7]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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   "file_extension": ".py",
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