Web Analytics project using data from Spotify and Genius to create a country-based music taste analyzer and recommender
Spoti_API: This notebook is used for the collection of data
NLP_Lyrics: Notebook used for analyzing the information from Genius (song lyrics). Analysis of the underlying topics in the lyrics and see relation with the pre-labeled moods.
MoodsRecommender: Given the unsatisfactory results from NLP, we try to use KNN for mood prediction based on audio features of songs. Improved results.
Tops_Analysis: This notebook explores the Spotify data in order to create an interactive dashboard. We explore country similarities, most streamed artists, most popular moods and 25 recommended songs.
Above an example of the dashboard when analyzing Spain:
