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Kaggle Challenge: Churn prediction 25/26

Names:

Rules

Objective: Predict if used (user_id) will churn within the next 10 days ($\Leftrightarrow \text{after 2018-11-20}$).

Churns $\Leftrightarrow$ X visits Cancellation Confirmation page.

Run: pip install -r requirements.txt

	status	gender	firstName	level	lastName	userId	ts	auth	page	sessionId	location	itemInSession	userAgent	method	length	song	artist	time	registration
8415245	200	M	August	paid	Clark	1207487	1540518498000	Logged In	NextSong	112798	Riverside-San Bernardino-Ontario, CA	400	Mozilla/5.0 (Windows NT 6.1; Trident/7.0; rv:1...	PUT	236.04200	Hostile [Live Version]	Pantera	2018-10-26 01:48:18	2018-09-10 17:03:47
12828473	200	F	Alani	paid	Kane	1325330	1541672419000	Logged In	NextSong	159518	Tampa-St. Petersburg-Clearwater, FL	74	Mozilla/5.0 (Windows NT 6.1; rv:31.0) Gecko/20...	PUT	194.03710	Karibien	Air France	2018-11-08 10:20:19	2018-09-05 06:02:19
13490632	200	F	Angelina	paid	Singh	1495032	1541826321000	Logged In	NextSong	174513	Santa Maria-Santa Barbara, CA	216	"Mozilla/5.0 (iPhone; CPU iPhone OS 7_1_2 like...	PUT	278.07302	Through The Wire	Kanye West	2018-11-10 05:05:21	2018-08-24 13:24:27
9329450	200	M	Nathaniel	paid	Norris	1525270	1540794304000	Logged In	NextSong	128771	San Francisco-Oakland-Hayward, CA	120	"Mozilla/5.0 (Macintosh; Intel Mac OS X 10_9_4...	PUT	132.85832	Ride A White Swan	T. Rex	2018-10-29 06:25:04	2018-06-23 13:42:06
13901146	200	M	Landyn	paid	Evans	1849720	1541985370000	Logged In	NextSong	179047	Atlanta-Sandy Springs-Roswell, GA	74	"Mozilla/5.0 (Macintosh; Intel Mac OS X 10_9_4...	PUT	266.65751	Black Planet (Remastered)	Sisters Of Mercy	2018-11-12 01:16:10	2018-08-25 21:44:42