# Spotify Feat. Social Network Analysis
## The Correlation Between Network Position and Popularity of Musicians on Spotify
### Dataset

This repo provides the collected data described in our paper.
All data was extracted from the Spotify API (https://developer.spotify.com/documentation/web-api/).

#### Artists
The file artists.json contains 98.249 artists with the follosing properties:
- id: artist's Spotify ID
- name: artist's name
- songscount: amount of collected tracks that feature this artist
- popularity: Spotify's popularity value for this artist
- genres: artist's genres
- type: always "artist"
- filled_data: development property describing whether all properties were collected
- extracted_collabs: development property describing whether all of this artist's tracks were collected
- depth: development property describing in which iteration an artist was added 


#### Tracks
The file tracks.json contains 914.214 tracks with the follosing properties:
- id: tracks's Spotify ID
- artists: list of featured artists' ids
- genres: tracks's genres; always "NaN" (no information available)
- name: tracks's name
- year: year that this track was released
- popularity: Spotify's popularity value for this track
- features: information about musical features; e.g. acousticness, danceability, loudness, ...
- filled_data: development property describing whether all properties were collected
- extracted_artists: development property describing whether all of this tracks's artists were collected
- depth: development property describing in which iteration a track was added