rush-capstone

This repository contains my analysis of Rush lyrics for the Data Science Specialization capstone project from HarvardX via edX.

rush-lyrics-import.Rmd - imports Rush lyrics from Genius using geniusR, converts to tokens, cleans lyrics data, saves lyric tokens as lyricTokens.Rdata
rush-spotifyr-import.Rmd - imports Rush discography audio features, saves audio features as audioFeatures.Rdata
rush-title-reconciler.Rmd - converts track titles from audioFeatures.Rdata to match rawLyrics.RData
rush-lyrics-standardization.Rmd - standardizes spelling of words with alternate formats or unusual abbreviations, converting rawLyrics.RData to stdLyrics.Rdata

rawLyrics.RData - raw lyrics for all Rush songs imported from geniusR
lyricTokens.RData - individual tokens (words) from Rush lyrics corpus, with album and song for each word; output of rush-lyrics-import.Rmd
audioFeatures.RData - audio features for all Rush songs, including track and album metadata; selected features include energy, valence, tempo, danceability, track popularity
stdLyrics.RData - standardized spelling of lyrics

gillsignals/rush-lyrics