BOSS What To Listen Tonight

BOSW2T(BOSS What To Listen Tonight) is a personal songs data analysis programme on NeteaseCloudMusic platform. It provides following features based on your history song data:

• About User's History
  • Your favourite artists.
  • Top played songs.
  • Statistics of songs Bpm.
  • Style and Tags statistics of favored songs.
  • Which language of songs you preferred.
• About User's Preference
  • Playlist recommendation
  • Pick songs from specific playlist through collaborative filtering recommendation algorithm.
• About Songs
  • Tags, Style, Bpm and artist of a song.
  • Wordcloud of comments relative to the song.
  • Gender distribution of commenters.
  • Village age distribution of commenters.
  • Comment time distribution during one day.
  • The rank of commenters' location.

Quick Start

Environment

• Python 3.8
• NodeJS 12+

Install Dependencies

cd app/musicPlatform/NeteaseCloudMusicAPi

npm install

cd ../../..

python -m venv venv

venv/Scripts/activate

pip install -r requirements.txt

Run

venv/Scripts/activate

python main.py production

localhost:5000

Credit

• NeteaseCloudMusicApi 网易云音乐api

• 网页模板参考