1. Data Collection.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Data Collection"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "metadata": {},
   "outputs": [],
   "source": [
    "import spotipy\n",
    "from spotipy.oauth2 import SpotifyClientCredentials\n",
    "import pandas as pd\n",
    "import requests\n",
    "import os\n",
    "\n",
    "SPOTIPY_CLIENT_ID='your_id'\n",
    "SPOTIPY_CLIENT_SECRET='your_secret'\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "metadata": {},
   "outputs": [],
   "source": [
    "cid = SPOTIPY_CLIENT_ID\n",
    "secret = SPOTIPY_CLIENT_SECRET\n",
    "client_credentials_manager = SpotifyClientCredentials(client_id=cid, client_secret=secret)\n",
    "sp = spotipy.Spotify(client_credentials_manager\n",
    "=\n",
    "client_credentials_manager)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "metadata": {},
   "outputs": [],
   "source": [
    "playlists = {\"house\" : \"37i9dQZF1EIeXVd9c2ss7N\", }"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "metadata": {},
   "outputs": [],
   "source": [
    "playlist_id = \"37i9dQZF1EIeXVd9c2ss7N\" \n",
    "playlist_info = sp.playlist(playlist_id)\n",
    "playlist_df = pd.json_normalize(playlist_info[\"tracks\"][\"items\"])\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {},
   "outputs": [],
   "source": [
    "playlist_links = playlist_df[\"track.preview_url\"].dropna()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "metadata": {},
   "outputs": [],
   "source": [
    "def download_mp3(url, filename):\n",
    "    response = requests.get(url, stream=True)\n",
    "    if response.status_code == 200:\n",
    "        with open(filename, 'wb') as f:\n",
    "            for chunk in response.iter_content(chunk_size=1024):\n",
    "                if chunk:\n",
    "                    f.write(chunk)\n",
    "        print(f\"Downloaded {filename}\")\n",
    "    else:\n",
    "        print(f\"Error downloading {url}: {response.status_code}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Folder created: ./songs/house\n",
      "Downloaded ./songs/house/preview_1.mp3\n",
      "Downloaded ./songs/house/preview_2.mp3\n",
      "Downloaded ./songs/house/preview_3.mp3\n"
     ]
    }
   ],
   "source": [
    "folder_path = \"./songs/house\"\n",
    "\n",
    "def create_folder(folder_path):\n",
    "\n",
    "\n",
    "    if not os.path.exists(folder_path):\n",
    "        os.makedirs(folder_path)\n",
    "        print(f\"Folder created: {folder_path}\")\n",
    "    else:\n",
    "        print(f\"Folder already exists: {folder_path}\")\n",
    "\n",
    "\n",
    "\n",
    "create_folder(folder_path)\n",
    "\n",
    "for i, link in enumerate(playlist_links.tolist()):\n",
    "    filename = f\"{folder_path}/preview_{i+1}.mp3\"\n",
    "    download_mp3(link, filename)\n",
    "    if i==2:\n",
    "        break"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "metadata": {},
   "outputs": [],
   "source": [
    "def download_playlist(playlistname, playlisturi):\n",
    "    folder_path = f\"./songs/{playlistname}\"\n",
    "    create_folder(folder_path)\n",
    "    playlist_info = sp.playlist(playlisturi)\n",
    "    playlist_df = pd.json_normalize(playlist_info[\"tracks\"][\"items\"])\n",
    "    playlist_links = playlist_df[\"track.preview_url\"].dropna()\n",
    "    for i, link in enumerate(playlist_links.tolist()):\n",
    "        filename = f\"{folder_path}/preview_{i+1}.mp3\"\n",
    "        download_mp3(link, filename)\n",
    "        if i == 100:\n",
    "            break"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Loop"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "metadata": {},
   "outputs": [],
   "source": [
    "playlists = {\"house\" : \"0TKxY1KMx68Wu4keNKMGrm\", \n",
    "             \"techno\" : \"37i9dQZF1DX6J5NfMJS675\", \n",
    "             \"hardcore_breaks\" : \"3t5x9cGartT2heiIyqp8gb\", \n",
    "             \"dupstep\" : \"72agyQnKkBIqgUfwtRPzOB\", \n",
    "             \"psytrance\" : \"0iJEh2BsvSw8V3lDTkiUK7\",\n",
    "             \"ukgarage\" : \"37i9dQZF1DX0RJRF55W5lt\",\n",
    "             \"dubtechno\" : \"0dgLZd6WLwMbrhwgm03qyn\",\n",
    "             \"jungle\" : \"29JO6GeUZMbqeZ48ZVWwwt\",\n",
    "             \"drumbass\" : \"5XGbuIRSb5INv66b817DJH\"\n",
    "             }"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Folder already exists: ./songs/house\n",
      "Downloaded ./songs/house/preview_1.mp3\n",
      "Downloaded ./songs/house/preview_2.mp3\n",
      "Downloaded ./songs/house/preview_3.mp3\n",
      "Downloaded ./songs/house/preview_4.mp3\n",
      "Downloaded ./songs/house/preview_5.mp3\n",
      "Downloaded ./songs/house/preview_6.mp3\n",
      "Downloaded ./songs/house/preview_7.mp3\n",
      "Downloaded ./songs/house/preview_8.mp3\n",
      "Downloaded ./songs/house/preview_9.mp3\n",
      "Downloaded ./songs/house/preview_10.mp3\n",
      "Downloaded ./songs/house/preview_11.mp3\n",
      "Downloaded ./songs/house/preview_12.mp3\n",
      "Downloaded ./songs/house/preview_13.mp3\n",
      "Downloaded ./songs/house/preview_14.mp3\n",
      "Downloaded ./songs/house/preview_15.mp3\n",
      "Downloaded ./songs/house/preview_16.mp3\n",
      "Downloaded ./songs/house/preview_17.mp3\n",
      "Downloaded ./songs/house/preview_18.mp3\n",
      "Downloaded ./songs/house/preview_19.mp3\n",
      "Downloaded ./songs/house/preview_20.mp3\n",
      "Downloaded ./songs/house/preview_21.mp3\n",
      "Downloaded ./songs/house/preview_22.mp3\n",
      "Downloaded ./songs/house/preview_23.mp3\n",
      "Downloaded ./songs/house/preview_24.mp3\n",
      "Downloaded ./songs/house/preview_25.mp3\n",
      "Downloaded ./songs/house/preview_26.mp3\n",
      "Downloaded ./songs/house/preview_27.mp3\n",
      "Downloaded ./songs/house/preview_28.mp3\n",
      "Downloaded ./songs/house/preview_29.mp3\n",
      "Downloaded ./songs/house/preview_30.mp3\n",
      "Downloaded ./songs/house/preview_31.mp3\n",
      "Downloaded ./songs/house/preview_32.mp3\n",
      "Downloaded ./songs/house/preview_33.mp3\n",
      "Downloaded ./songs/house/preview_34.mp3\n",
      "Downloaded ./songs/house/preview_35.mp3\n",
      "Downloaded ./songs/house/preview_36.mp3\n",
      "Downloaded ./songs/house/preview_37.mp3\n",
      "Downloaded ./songs/house/preview_38.mp3\n",
      "Downloaded ./songs/house/preview_39.mp3\n",
      "Downloaded ./songs/house/preview_40.mp3\n",
      "Downloaded ./songs/house/preview_41.mp3\n",
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      "Downloaded ./songs/house/preview_44.mp3\n",
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      "Downloaded ./songs/house/preview_67.mp3\n",
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      "Downloaded ./songs/house/preview_79.mp3\n",
      "Downloaded ./songs/house/preview_80.mp3\n",
      "Folder created: ./songs/techno\n",
      "Downloaded ./songs/techno/preview_1.mp3\n",
      "Downloaded ./songs/techno/preview_2.mp3\n",
      "Downloaded ./songs/techno/preview_3.mp3\n",
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      "Downloaded ./songs/techno/preview_88.mp3\n",
      "Downloaded ./songs/techno/preview_89.mp3\n",
      "Folder created: ./songs/hardcore_breaks\n",
      "Downloaded ./songs/hardcore_breaks/preview_1.mp3\n",
      "Downloaded ./songs/hardcore_breaks/preview_2.mp3\n",
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      "Folder created: ./songs/dupstep\n",
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      "Folder created: ./songs/drumbass\n",
      "Downloaded ./songs/drumbass/preview_1.mp3\n",
      "Downloaded ./songs/drumbass/preview_2.mp3\n",
      "Downloaded ./songs/drumbass/preview_3.mp3\n",
      "Downloaded ./songs/drumbass/preview_4.mp3\n",
      "Downloaded ./songs/drumbass/preview_5.mp3\n",
      "Downloaded ./songs/drumbass/preview_6.mp3\n",
      "Downloaded ./songs/drumbass/preview_7.mp3\n",
      "Downloaded ./songs/drumbass/preview_8.mp3\n",
      "Downloaded ./songs/drumbass/preview_9.mp3\n",
      "Downloaded ./songs/drumbass/preview_10.mp3\n",
      "Downloaded ./songs/drumbass/preview_11.mp3\n",
      "Downloaded ./songs/drumbass/preview_12.mp3\n",
      "Downloaded ./songs/drumbass/preview_13.mp3\n",
      "Downloaded ./songs/drumbass/preview_14.mp3\n",
      "Downloaded ./songs/drumbass/preview_15.mp3\n",
      "Downloaded ./songs/drumbass/preview_16.mp3\n",
      "Downloaded ./songs/drumbass/preview_17.mp3\n",
      "Downloaded ./songs/drumbass/preview_18.mp3\n",
      "Downloaded ./songs/drumbass/preview_19.mp3\n",
      "Downloaded ./songs/drumbass/preview_20.mp3\n",
      "Downloaded ./songs/drumbass/preview_21.mp3\n",
      "Downloaded ./songs/drumbass/preview_22.mp3\n",
      "Downloaded ./songs/drumbass/preview_23.mp3\n",
      "Downloaded ./songs/drumbass/preview_24.mp3\n",
      "Downloaded ./songs/drumbass/preview_25.mp3\n",
      "Downloaded ./songs/drumbass/preview_26.mp3\n",
      "Downloaded ./songs/drumbass/preview_27.mp3\n",
      "Downloaded ./songs/drumbass/preview_28.mp3\n",
      "Downloaded ./songs/drumbass/preview_29.mp3\n",
      "Downloaded ./songs/drumbass/preview_30.mp3\n",
      "Downloaded ./songs/drumbass/preview_31.mp3\n",
      "Downloaded ./songs/drumbass/preview_32.mp3\n",
      "Downloaded ./songs/drumbass/preview_33.mp3\n",
      "Downloaded ./songs/drumbass/preview_34.mp3\n",
      "Downloaded ./songs/drumbass/preview_35.mp3\n",
      "Downloaded ./songs/drumbass/preview_36.mp3\n",
      "Downloaded ./songs/drumbass/preview_37.mp3\n",
      "Downloaded ./songs/drumbass/preview_38.mp3\n",
      "Downloaded ./songs/drumbass/preview_39.mp3\n",
      "Downloaded ./songs/drumbass/preview_40.mp3\n",
      "Downloaded ./songs/drumbass/preview_41.mp3\n",
      "Downloaded ./songs/drumbass/preview_42.mp3\n",
      "Downloaded ./songs/drumbass/preview_43.mp3\n",
      "Downloaded ./songs/drumbass/preview_44.mp3\n",
      "Downloaded ./songs/drumbass/preview_45.mp3\n",
      "Downloaded ./songs/drumbass/preview_46.mp3\n",
      "Downloaded ./songs/drumbass/preview_47.mp3\n",
      "Downloaded ./songs/drumbass/preview_48.mp3\n",
      "Downloaded ./songs/drumbass/preview_49.mp3\n",
      "Downloaded ./songs/drumbass/preview_50.mp3\n",
      "Downloaded ./songs/drumbass/preview_51.mp3\n",
      "Downloaded ./songs/drumbass/preview_52.mp3\n",
      "Downloaded ./songs/drumbass/preview_53.mp3\n",
      "Downloaded ./songs/drumbass/preview_54.mp3\n",
      "Downloaded ./songs/drumbass/preview_55.mp3\n",
      "Downloaded ./songs/drumbass/preview_56.mp3\n",
      "Downloaded ./songs/drumbass/preview_57.mp3\n",
      "Downloaded ./songs/drumbass/preview_58.mp3\n",
      "Downloaded ./songs/drumbass/preview_59.mp3\n",
      "Downloaded ./songs/drumbass/preview_60.mp3\n",
      "Downloaded ./songs/drumbass/preview_61.mp3\n",
      "Downloaded ./songs/drumbass/preview_62.mp3\n",
      "Downloaded ./songs/drumbass/preview_63.mp3\n",
      "Downloaded ./songs/drumbass/preview_64.mp3\n",
      "Downloaded ./songs/drumbass/preview_65.mp3\n",
      "Downloaded ./songs/drumbass/preview_66.mp3\n",
      "Downloaded ./songs/drumbass/preview_67.mp3\n",
      "Downloaded ./songs/drumbass/preview_68.mp3\n",
      "Downloaded ./songs/drumbass/preview_69.mp3\n",
      "Downloaded ./songs/drumbass/preview_70.mp3\n",
      "Downloaded ./songs/drumbass/preview_71.mp3\n",
      "Downloaded ./songs/drumbass/preview_72.mp3\n",
      "Downloaded ./songs/drumbass/preview_73.mp3\n",
      "Downloaded ./songs/drumbass/preview_74.mp3\n",
      "Downloaded ./songs/drumbass/preview_75.mp3\n",
      "Downloaded ./songs/drumbass/preview_76.mp3\n",
      "Downloaded ./songs/drumbass/preview_77.mp3\n",
      "Downloaded ./songs/drumbass/preview_78.mp3\n",
      "Downloaded ./songs/drumbass/preview_79.mp3\n",
      "Downloaded ./songs/drumbass/preview_80.mp3\n",
      "Downloaded ./songs/drumbass/preview_81.mp3\n",
      "Downloaded ./songs/drumbass/preview_82.mp3\n",
      "Downloaded ./songs/drumbass/preview_83.mp3\n",
      "Downloaded ./songs/drumbass/preview_84.mp3\n",
      "Downloaded ./songs/drumbass/preview_85.mp3\n",
      "Downloaded ./songs/drumbass/preview_86.mp3\n",
      "Downloaded ./songs/drumbass/preview_87.mp3\n",
      "Downloaded ./songs/drumbass/preview_88.mp3\n",
      "Downloaded ./songs/drumbass/preview_89.mp3\n"
     ]
    }
   ],
   "source": [
    "for key, value in playlists.items():\n",
    "    download_playlist(key, value)"
   ]
  }
 ],
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