Project Description: In this project, I develop a web app using Streamlit to visualize Spotify features of music. I also developed a separate app that allows the user to retrieve their own Spotify data to use for the visualizer app. Data can be displayed via interactive histograms, box plots, scatterplots, and polar charts with the ability compare artists, albums, and songs.
You can access the app here: Spotify Features Visualizer App
To retrieve your own Spotify data, click here.
Main Goals:
- Build a web app with a user-friendly interface to visualize Spotify features
- Give the ability for users to retrieve their own Spotify data and provide some example datasets to use
- Use different visualizations such as histograms, polar charts, and scatter plots that are interactive and customizable
- Provide the ability to compare Spotify features of different artists, albums, or songs
Project Overview
| Code | Description | Link |
|---|---|---|
data.py |
This script contains the code used to develop the web app using that allows users to obtain their own Spotify data. | View |
app.py |
This script contains the code used to develop the main web app that visualizes the Spotify features of music. | View |
app_functions.py |
This script contains functions used in the main web app. | View |
Links
Here are the resources I used to complete this project: