Song Popularity Dataset
Song Popularity Prediction - Regression Problem
@kaggle.yasserh_song_popularity_dataset
Song Data
@kaggle.yasserh_song_popularity_dataset.song_data
- 775.19 KB
- 18835 rows
- 15 columns
song_nameSong Name | song_popularitySong Popularity | song_duration_msSong Duration Ms | acousticnessAcousticness | danceabilityDanceability | energyEnergy | instrumentalnessInstrumentalness | keyKey | livenessLiveness | loudnessLoudness | audio_modeAudio Mode | speechinessSpeechiness | tempoTempo | time_signatureTime Signature | audio_valenceAudio Valence |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Boulevard of Broken Dreams | 73 | 262333 | 0.00552 | 0.496 | 0.682 | 0.0000294 | 8 | 0.0589 | -4.095 | 1 | 0.0294 | 167.06 | 4 | 0.474 |
| In The End | 66 | 216933 | 0.0103 | 0.542 | 0.853 | 3 | 0.108 | -6.407 | 0.0498 | 105.256 | 4 | 0.37 | ||
| Seven Nation Army | 76 | 231733 | 0.00817 | 0.737 | 0.4629999999999999 | 0.447 | 0.255 | -7.827999999999999 | 1 | 0.0792 | 123.881 | 4 | 0.324 | |
| By The Way | 74 | 216933 | 0.0264 | 0.451 | 0.97 | 0.00355 | 0.102 | -4.938 | 1 | 0.107 | 122.444 | 4 | 0.198 | |
| How You Remind Me | 56 | 223826 | 0.0009539999999999 | 0.447 | 0.7659999999999999 | 10 | 0.113 | -5.065 | 1 | 0.0313 | 172.011 | 4 | 0.574 | |
| Bring Me To Life | 80 | 235893 | 0.00895 | 0.316 | 0.945 | 0.00000185 | 4 | 0.396 | -3.169 | 0.124 | 189.931 | 4 | 0.32 | |
| Last Resort | 81 | 199893 | 0.000504 | 0.581 | 0.887 | 0.0011099999999999 | 4 | 0.268 | -3.659 | 0.0624 | 90.578 | 4 | 0.7240000000000001 | |
| Are You Gonna Be My Girl | 76 | 213800 | 0.00148 | 0.613 | 0.953 | 0.000582 | 2 | 0.152 | -3.435 | 1 | 0.0855 | 105.046 | 4 | 0.537 |
| Mr. Brightside | 80 | 222586 | 0.00108 | 0.33 | 0.936 | 1 | 0.0926 | -3.66 | 1 | 0.0917 | 148.112 | 4 | 0.2339999999999999 | |
| Sex on Fire | 81 | 203346 | 0.00172 | 0.542 | 0.905 | 0.0104 | 9 | 0.136 | -5.653 | 1 | 0.054 | 153.398 | 4 | 0.374 |
CREATE TABLE song_data (
"song_name" VARCHAR,
"song_popularity" BIGINT,
"song_duration_ms" BIGINT,
"acousticness" DOUBLE,
"danceability" DOUBLE,
"energy" DOUBLE,
"instrumentalness" DOUBLE,
"key" BIGINT,
"liveness" DOUBLE,
"loudness" DOUBLE,
"audio_mode" BIGINT,
"speechiness" DOUBLE,
"tempo" DOUBLE,
"time_signature" BIGINT,
"audio_valence" DOUBLE
);