This is part two of a two-part series. This article focuses on the deployment of my content-based discovery tool on Streamlit.

In part one of this series, I walked us through the journey of building the Modern Jazz Discovery tool starting with the motivations of the project, the data used, the insights gleaned from analyzing the data, and how the recommender was built. This article will focus on a short tutorial of the Streamlit app itself as well as how to embed a Spotify play button into the app. Here’s the general flow of the article:

  1. Streamlit App — Exploring the data
  2. Streamlit App — Discovery by Artist or Genre
  3. How to embed a Spotify play button

This is part one of a two-part series. This article focuses on building a content-based discovery tool using Pitchfork Jazz Album reviews.

I’m passionate about music, like many of you reading this post, I’m especially enthusiastic about jazz music. Therefore, for my final capstone project in the 12-week immersive Data Science Bootcamp at Metis I decided to build a content-based recommendation tool for Modern Jazz Album discovery. This is Part one of a two-part blog post. This first part will walk us through the journey of building the tool starting with the motivations of the project, the data used, the insights gleaned from analyzing the data, and how the recommender was built. Part two will focus on the Streamlit app itself.


Using Spotify’s Audio Features to predict whether a song will be a Billboard Hot 100 Hit

Have you ever listened to a song for the first time and you couldn’t help but say to yourself…

This song is going to be a massive hit!

…Or maybe it already is and you’re just 2000-and-late…

Well, either way, did you stop and ponder why you thought it might become (or already is) a hit song? Was it a catchy tune? Or maybe it just hit all the right notes given life’s circumstances.

It’s moments and questions like these that set in motion my 3rd project in the 12–week Immersive Data Science Bootcamp at Metis. …

Chris Chan

Aspiring Data Scientist who just completed the 12 week immersive Data Science Bootcamp at Metis.

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