/Create-A-Playlist-Using-Spotipy

Using Spotipy (Spotify Api) and data science techniques, create a playlist with songs similar to user's top tracks.

Primary LanguageJupyter Notebook

Create A Playlist Based On Featured Playlists

A Project by Shraddha Pattnaik

Steps done to create a playlist:

  1. Import necessary libraries
  2. Provide your client id, client secret and redirect uri
  3. Authorization and get token
  4. Data Extraction: a. User's top tracks b. Featured Playlists
  5. Fetch audio features of the tracks
  6. Analyze the features using Random Forest Regressor
  7. Make a playlist using top 2-3 featured playlists closest to user's top tracks
  8. Create a new playlist and add the songs