music-chart-topics

What is this about?

This project is created as a work for the class "Introduction to Digital Humanities". Our goal is to analyze a lot of popular songs, find out most used words and apply NMF (not negative matrix factorization) topic modelling algorithm to create the most important terms and topics from the lyrics and titles. In the long term and if we are able to find a historical database for famous songs. We could be able to see topic changes alongside humand history events.

Which technologies are we using?

TODO

Current results:

TODO

Sources:

- stopwords: https://github.com/stopwords-iso/