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lyrics-stats-scripts's Introduction

lyrics-stats

Statistical analysis of lyrics per musical genre.

Data

The data on which the statistical analysis is done is in the folder export_data_results. Each file in there is created by getting information from the Million Song Dataset and the Musixmatch API.

Each file's name has the following structure: stats_tracks<number_of_tracks_queried>_limit<number_of_rows_from_the_msd_dataset>top<number_of_words_per_genre>.json.

The JSON itself has the following structure: { "genre1" : [ "word1" : "count", ... , "wordn" : "count" ], ... , "genren" : ... }

Script

export_stats.js - creates a statistical analysis of a data file and saves the it in ./export_stats_results/"timestamp"/

Blog Post

http://codingintune.com/2018/04/09/statistics-most-used-words-in-lyrics-by-genre/

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