I made my own Spotify Wrapped 2023 using Python and Tableau

This year I want to analyze my own spotify data and turn them into Spotify Wrapped like visualization.

Made by Fons Mans https://www.figma.com/community/file/1179514819190279784/spotify-wrapped-2022

Tableau dashboard made by Author

Data

First step is to download your own streaming data from Spotify, here is a step by step tutorial by Spotify.

1. To get started, open the Privacy page on the Spotify website.
2. Scroll down to the “Download your data” section.
3. Select which type of data you want. (Here I picked Streaming data up to 1 year, its enough for 2023 wrap up)
4. Press the “Request data” button.

select green one for one year streaming data, yellow for lifetime streaming data

After a few days, you will receive an email from Spotify, you will receive your account data which looks like something. We only need StreamingHistoryX.json the number X depends on your streaming time. Okay now its time to do some EDA.