T. Swift

Tempo, Key, and Time Signature

#lets see what we can do with tempo and key mode from album songs

#p <- ggplot(taylor_album_songs, aes(key_mode, tempo, color=key_mode))+
 # geom_boxplot(bins=30) #her lowest tempo songs are in A sharp major

#animation.1 <-ggplot(taylor_album_songs, aes(key_mode, tempo, color=key_mode))+
 # geom_boxplot(outlier.shape = NA,na.rm=T)+
  #theme(axis.title.x=element_blank(),
   #     axis.text.x=element_blank(),
    #    axis.ticks.x=element_blank()
     #   )+
  #transition_time(time_signature)+
  #labs(x="Key",y="Tempo",
   #   title="T. Swift")
#animation.1
#anim_save("animation.1.gif", animation = animation.1, path=NULL, renderer = gifski_renderer())

Data

Album songs data

gt(head(taylor_album_songs))
album_name ep album_release track_number track_name artist featuring bonus_track promotional_release single_release track_release danceability energy key loudness mode speechiness acousticness instrumentalness liveness valence tempo time_signature duration_ms explicit key_name mode_name key_mode lyrics
Taylor Swift FALSE 2006-10-24 1 Tim McGraw Taylor Swift NA FALSE NA 2006-06-19 2006-06-19 0.580 0.491 0 -6.462 1 0.0251 0.57500 0 0.1210 0.425 76.009 4 232107 FALSE C major C major NA
Taylor Swift FALSE 2006-10-24 2 Picture To Burn Taylor Swift NA FALSE NA 2008-02-03 2006-10-24 0.658 0.877 7 -2.098 1 0.0323 0.17300 0 0.0962 0.821 105.586 4 173067 FALSE G major G major NA
Taylor Swift FALSE 2006-10-24 3 Teardrops On My Guitar Taylor Swift NA FALSE NA 2007-02-19 2006-10-24 0.621 0.417 10 -6.941 1 0.0231 0.28800 0 0.1190 0.289 99.953 4 203040 FALSE A# major A# major NA
Taylor Swift FALSE 2006-10-24 4 A Place In This World Taylor Swift NA FALSE NA NA 2006-10-24 0.576 0.777 9 -2.881 1 0.0324 0.05100 0 0.3200 0.428 115.028 4 199200 FALSE A major A major NA
Taylor Swift FALSE 2006-10-24 5 Cold As You Taylor Swift NA FALSE NA NA 2006-10-24 0.418 0.482 5 -5.769 1 0.0266 0.21700 0 0.1230 0.261 175.558 4 239013 FALSE F major F major NA
Taylor Swift FALSE 2006-10-24 6 The Outside Taylor Swift NA FALSE NA NA 2006-10-24 0.589 0.805 5 -4.055 1 0.0293 0.00491 0 0.2400 0.591 112.982 4 207107 FALSE F major F major NA
 
#lets see what we can do with tempo and key mode

All songs data

gt(head(taylor_all_songs))
album_name ep album_release track_number track_name artist featuring bonus_track promotional_release single_release track_release danceability energy key loudness mode speechiness acousticness instrumentalness liveness valence tempo time_signature duration_ms explicit key_name mode_name key_mode lyrics
Taylor Swift FALSE 2006-10-24 1 Tim McGraw Taylor Swift NA FALSE NA 2006-06-19 2006-06-19 0.580 0.491 0 -6.462 1 0.0251 0.57500 0 0.1210 0.425 76.009 4 232107 FALSE C major C major NA
Taylor Swift FALSE 2006-10-24 2 Picture To Burn Taylor Swift NA FALSE NA 2008-02-03 2006-10-24 0.658 0.877 7 -2.098 1 0.0323 0.17300 0 0.0962 0.821 105.586 4 173067 FALSE G major G major NA
Taylor Swift FALSE 2006-10-24 3 Teardrops On My Guitar Taylor Swift NA FALSE NA 2007-02-19 2006-10-24 0.621 0.417 10 -6.941 1 0.0231 0.28800 0 0.1190 0.289 99.953 4 203040 FALSE A# major A# major NA
Taylor Swift FALSE 2006-10-24 4 A Place In This World Taylor Swift NA FALSE NA NA 2006-10-24 0.576 0.777 9 -2.881 1 0.0324 0.05100 0 0.3200 0.428 115.028 4 199200 FALSE A major A major NA
Taylor Swift FALSE 2006-10-24 5 Cold As You Taylor Swift NA FALSE NA NA 2006-10-24 0.418 0.482 5 -5.769 1 0.0266 0.21700 0 0.1230 0.261 175.558 4 239013 FALSE F major F major NA
Taylor Swift FALSE 2006-10-24 6 The Outside Taylor Swift NA FALSE NA NA 2006-10-24 0.589 0.805 5 -4.055 1 0.0293 0.00491 0 0.2400 0.591 112.982 4 207107 FALSE F major F major NA