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

Sun, Jul 10, 2022, 6:00 PM (KST)

70 RSVP'ed

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.

Check out what happened

About this event

๐Ÿ How can we obtain audio feature data? 
๐Ÿ What can song metadata tell us about a track? 
๐Ÿ 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. โœŒ๏ธ


๐Ÿ”– How much is this meetup? This is a free meetup. 

๐Ÿ“‘ Do I have to be a PRO member to participate? No, you will just need to provide an email address for your virtual ticket. 

๐Ÿ“– 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. 

๐Ÿ—ฃ 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.

๐ŸŽฅ Will this meet-up be recorded? Parts of the meet-up maybe recorded. 

๐Ÿงพ I have something to share with you. Any questions or suggestions, get in touch directly below via the Contact Us button below โฌ‡๏ธ, via the Contact Us button on the Codecademy Seoul main page or this anonymous Google feedback form


Sunday, Jul 10
6:00 PM - 6:45 PM (KST)