How to Scrape Spotify Data?

 To scrape Spotify data, the recommended and legal method is to use the Spotify Web API, not HTML scraping (which violates Spotify’s Terms of Service).

  1. Create a Spotify Developer App Go to the Spotify Developer Dashboard, create an app, and obtain your Client ID and Client Secret.
  2. Authorize Access Use the OAuth 2.0 flow to request an access token. For public track, playlist, and artist data, the Client Credentials flow is sufficient.
  3. Use an API Wrapper (Optional but easier) Install Spotipy (Python): pip install spotipy from spotipy import Spotify from spotipy.oauth2 import SpotifyClientCredentials sp = Spotify(client_credentials_manager=SpotifyClientCredentials()) track = sp.track("TRACK_ID") print(track)
  4. Query Endpoints Access endpoints for tracks, artists, playlists, audio features, and recommendations.
  5. Store Results Save data to CSV/JSON for analysis.

Always follow Spotify’s rate limits and API usage policies.

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