A serverless solution for getting the audio features data from the Spotify Web API into a BigQuery database.
- Clone this repo
- Initialize gcloud
gcloud init - Deploy Cloud Function
gcloud functions deploy get_spotify_audio_features_data_to_bigquery --runtime python38 --trigger-topic spotify_topic --set-env-vars CID='YOUR_SPOTIFY_CID',SECRET='YOUR_SPOTIFY_SECRET',PROJECT_ID=YOUR_GCP_PROJECT_ID,DATASET_ID=YOUR_BIGQUERY_DATASET_NAME,TABLE_ID=YOUR_BIGQUERY_TABLE_NAME
- Create a Cloud Scheduler job to run automatically (optional)
- Spotipy - Python wrapper for Spotify Web API
- Blog post 'Spotify Data Project Part 1 - from Data Retrieval to First Insights'
- Blog post 'Using Data to Find the Most Popular Tracks of the Summer on Spotify'
- Notebook part 1: data retrieval: github | nbviewer
- Notebook part 2: data exploration: github | nbviewer
- Dataset via Kaggle (latest update: April 2019)