ML Workshop: Analysing K-Pop with Python & Spotify | Part 1: Spotify API, Spotipy, EDA

Jul 10, 2022, 9:00 – 9:45 AM


This workshop is the first in a two-part machine learning workshop series, co-hosted and in collaboration with Meghana (Codecademy Hyderabad). We will be working with Spotify's top K-pop songs of 2022.

Computer ScienceData Science

About this event

🐍 How can we obtain audio feature data? 
🐍 What can song metadata tell us about a track? 
🐍 What makes a K-pop track popular? 

In part one of this machine learning workshop, we will focus on obtaining data on K-pop through Spotify's API, using Python library Spotipy, plus cleaning and exploring the resulting data. This is a collab with Meghana (Codecademy Hyderabad). 

We will be covering the following topics: 

  • Spotify Web API
  • Spotipy
  • Extracting data
  • EDA & data visualisation 

Stay tuned for part 2, coming up in August, when we will work with the data and move into the machine learning side of things. ✌️


πŸ”– How much is this meetup? This is a free meetup. 

πŸ“‘ Do I have to be a PRO member to participate? No, you will just need to provide an email address for your virtual ticket. 

πŸ“– What if I'm early/late? You can join after the event has started. No stress. You can check in up to 15 mins prior. 

πŸ—£ Do I have to be involved? You can keep your camera and mic off or on - completely up to you. Just watching is fine too.

πŸŽ₯ Will this meet-up be recorded? Parts of the meet-up maybe recorded. 

🧾 I have something to share with you. Any questions or suggestions, get in touch directly below via the Contact Us button below ⬇️, via the Contact Us button on the Codecademy Seoul main page or this anonymous Google feedback form

Registration for this meetup is closed.
Please contact the meetup organizer for assistance.



Sunday, July 10, 2022
9:00 AM – 9:45 AM UTC


Icebreaker, Intro, Agenda
Spotify API, Spotipy, Setup
Extracting data & EDA


  • Laura Nikulski

    Chapter Leader

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