Distributed playlist generation system on Apache Spark.
The datasets were collected by Shuo Chen(shuochen@cs.cornell.edu) from Dept. of Computer Science, Cornell University. In this repository, I used their 'yes_complete' dataset. For more details, please look at http://www.cs.cornell.edu/~shuochen/lme/data_page.html
| yes_complete | |
|---|---|
| Appearance Threshold | 0 |
| Number of Songs | 75,262 |
| Number of Train Transitions | 1,542,372 |
| Number of Test Transitions | 1,298,181 |
3019 -> Simple Man - Lynyrd Skynyrd
50248 -> Tuesday&s Gone - Lynyrd Skynyrd
9526 -> Bad Moon Rising - Creedence Clearwater Revival
2708 -> The House Of The Rising Sun - The Animals
(39322,0.9067619076741221) -> Out In The Street - Bruce Springsteen
(17652,0.881439257058365) -> Rainy Day Women #12 & 35 - Bob Dylan
(54142,0.8686043966007563) -> Walkin' 'Round In Women's Underwear - Bob Rivers
(65267,0.8673158441034937) -> Kansas - Dust in the Wind
(3049,0.8647980810466018) -> Hello, I Love You - The Doors