jordi-zaragoza / song-app

Song App

Overview

I created an App song recommender based on the features of the songs. You can find the app at https://song-app-jzar.herokuapp.com/

Contents

• App src/app.py - This is the main app, it runs in streamlit

• Libraries

1. src/spoty_jzar.py - This is the class that is used as a Spotify interface
2. src/music_jzar.py - this lib is used to scrap and get the raw lists
3. src/cluster_jzar.py - this lib is used for clustering functions

Databases

• I used a scrapper to get the 100 hot songs from
• For the big dataset I used https://song-app-jzar.herokuapp.com/

Requirements

• beautifulsoup4==4.10.0
• matplotlib==3.3.4
• numpy==1.19.5
• pandas==1.4.1
• requests==2.25.1
• scikit_learn==1.0.2
• scipy==1.6.0
• seaborn==0.11.2
• spotipy==2.19.0
• streamlit==1.8.0

Schema

This is the schematic of the song recommender