In order to better understand how our K-means model categorizes tracks and their attributes, Tableau was used to vizualize important characteristics of each cluster. By using the dropdown, all 10 clusters can be selected and assessed in two dimensions simultaneously. On the left, a TreeMap is used to display the hierarchal arrangement of attribute averages in a given cluster. On the right, a bubble chart is used to exhibit the top 10 appearing genres in that cluster.
| track_name | artist | cluster | dtcc_0 | dtcc_1 | dtcc_2 | dtcc_3 | dtcc_4 | dtcc_5 | dtcc_6 | dtcc_7 | dtcc_8 | dtcc_9 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 抱歉 | ['Sam Lee'] | 0 | 0.072 | 0.590 | 0.545 | 0.414 | 0.556 | 0.966 | 0.848 | 1.119 | 0.683 | 1.030 |
| Meditation | ['Doris Day'] | 1 | 0.563 | 0.059 | 1.003 | 0.977 | 0.584 | 0.967 | 1.201 | 0.850 | 0.961 | 0.900 |
| Milostna | ['Daniel Landa'] | 2 | 0.566 | 1.001 | 0.044 | 0.441 | 0.595 | 1.062 | 0.853 | 1.458 | 0.695 | 1.136 |
| Way Back Home - Original | ['Bag Raiders'] | 3 | 0.403 | 0.937 | 0.396 | 0.063 | 0.746 | 1.076 | 0.757 | 1.368 | 0.656 | 1.208 |
| Breathless | ['Nick Cave & The Bad Seeds'] | 4 | 0.557 | 0.538 | 0.621 | 0.808 | 0.072 | 0.910 | 1.069 | 1.116 | 0.788 | 0.811 |
| 008 - Auf der Spur der Vogeljäger - Teil 08 | ['TKKG Retro-Archiv'] | 5 | 0.973 | 0.961 | 1.099 | 1.156 | 0.904 | 0.097 | 1.359 | 1.350 | 1.045 | 1.196 |
| חתולים | ['Berry Sakharof'] | 6 | 0.797 | 1.117 | 0.816 | 0.734 | 0.992 | 1.283 | 0.121 | 1.027 | 0.905 | 0.858 |
| Oltre la collina... | ['Mia Martini'] | 7 | 1.075 | 0.825 | 1.420 | 1.369 | 1.100 | 1.338 | 1.079 | 0.083 | 1.378 | 0.602 |
| Résiste (Live au Zénith, 1985) - Remasterisé en 2004 | ['France Gall'] | 8 | 0.734 | 0.977 | 0.753 | 0.701 | 0.810 | 1.041 | 1.009 | 1.400 | 0.104 | 1.209 |
| Quien Sena (Sway) | ['Al Caiola'] | 9 | 0.929 | 0.817 | 1.052 | 1.152 | 0.747 | 1.150 | 0.847 | 0.622 | 1.095 | 0.097 |
This is a student project; we are not collecting any data. Spotify widgets do collect user data. See spotify terms.