Summary of song features

danceability energy key loudness mode speechiness acousticness instrumentalness liveness valence tempo duration_ms time_signature
Min. :0.1750 Min. :0.1980 Min. : 0.000 Min. :-14.349 Min. :0.0000 Min. :0.02280 Min. :0.00000 Min. :0.0000000 Min. :0.0288 Min. :0.0672 Min. : 61.03 Min. :100285 Min. :3.00
1st Qu.:0.5520 1st Qu.:0.5673 1st Qu.: 2.000 1st Qu.: -7.155 1st Qu.:0.0000 1st Qu.:0.03345 1st Qu.:0.02790 1st Qu.:0.0000000 1st Qu.:0.0890 1st Qu.:0.3905 1st Qu.: 94.02 1st Qu.:216537 1st Qu.:4.00
Median :0.6515 Median :0.7000 Median : 5.000 Median : -5.649 Median :1.0000 Median :0.05460 Median :0.09505 Median :0.0000000 Median :0.1235 Median :0.6040 Median :109.97 Median :237767 Median :4.00
Mean :0.6513 Mean :0.6922 Mean : 5.175 Mean : -5.883 Mean :0.6375 Mean :0.11102 Mean :0.16605 Mean :0.0083765 Mean :0.1790 Mean :0.5737 Mean :116.56 Mean :242627 Mean :3.98
3rd Qu.:0.7538 3rd Qu.:0.8257 3rd Qu.: 8.000 3rd Qu.: -4.412 3rd Qu.:1.0000 3rd Qu.:0.16100 3rd Qu.:0.25675 3rd Qu.:0.0000038 3rd Qu.:0.2382 3rd Qu.:0.7588 3rd Qu.:134.83 3rd Qu.:264694 3rd Qu.:4.00
Max. :0.9650 Max. :0.9850 Max. :11.000 Max. : -1.605 Max. :1.0000 Max. :0.51700 Max. :0.88300 Max. :0.8850000 Max. :0.9830 Max. :0.9670 Max. :200.05 Max. :493400 Max. :5.00

Structure of song features

## 'data.frame':    538 obs. of  13 variables:
##  $ danceability    : num  0.442 0.818 0.735 0.686 0.705 0.544 0.63 0.563 0.734 0.571 ...
##  $ energy          : num  0.793 0.711 0.568 0.782 0.796 0.849 0.625 0.746 0.668 0.77 ...
##  $ key             : num  9 4 5 9 7 0 6 11 0 9 ...
##  $ loudness        : num  -5.15 -5.82 -6.08 -4.65 -6.84 ...
##  $ mode            : num  1 0 0 1 1 0 0 0 0 1 ...
##  $ speechiness     : num  0.0347 0.285 0.0559 0.0277 0.267 0.094 0.0252 0.101 0.0349 0.03 ...
##  $ acousticness    : num  0.0456 0.0149 0.019 0.0001 0.0708 0.0026 0.231 0.17 0.0526 0.252 ...
##  $ instrumentalness: num  0.00 0.00 2.95e-01 0.00 0.00 0.00 0.00 5.58e-06 0.00 0.00 ...
##  $ liveness        : num  0.328 0.352 0.109 0.0961 0.388 0.0371 0.0765 0.338 0.0925 0.154 ...
##  $ valence         : num  0.437 0.512 0.317 0.256 0.86 0.579 0.672 0.598 0.641 0.529 ...
##  $ tempo           : num  81 84 79 102 166 ...
##  $ duration_ms     : num  237267 297973 100285 237040 210453 ...
##  $ time_signature  : num  4 4 4 4 4 4 4 4 4 4 ...

Visualization of Numeric Features

1 - Successful

0 - Unsuccessful

Visualization of Categorical Features

Pairwise Analysis