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Spotify API to BigQuery serverless pipeline

License: MIT License

Python 0.42% Jupyter Notebook 99.58%

spotify-data's Introduction

🎧 Spotify Data Project

A serverless solution for getting the audio features data from the Spotify Web API into a BigQuery database.

💻 Installation

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)

🛠️ Built With

🖥️ APIs

Spotify Web API

🐍 Python libraries:

Spotipy - Python wrapper for Spotify Web API

☁️ Google Cloud Platform services

🌱 Notebooks, Datasets, Blogs

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)

spotify-data's People

Contributors

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