Tailorlist: How I Built a Spotify Analytics App After Spotify Killed Its Own API

📰 Medium · Machine Learning

Learn how to build a Spotify analytics app using an indie API and ML after Spotify deprecated its own API

intermediate Published 22 May 2026
Action Steps
  1. Scrape music track data using an indie API
  2. Build a database to store 3.3 million pre-scraped tracks
  3. Apply machine learning algorithms to analyze music trends
  4. Configure a user interface to display analytics results
  5. Test the Spotify analytics app for functionality and accuracy
Who Needs to Know This

Data scientists and machine learning engineers can benefit from this article to build music analytics platforms, while software engineers can learn about API integration and indie API usage.

Key Insight

💡 You can build a working ML platform using an indie API and pre-scraped data even after a official API deprecation

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Build your own Spotify analytics app using indie APIs and ML!
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