Sleep Time Prediction

Predict optimal sleep time based on daily activities like workout, screen time,

@kaggle.govindaramsriram_sleep_time_prediction

Table List

1 table(38.74 KB)

Sleeptime Prediction Dataset

@kaggle.govindaramsriram_sleep_time_prediction.sleeptime_prediction_dataset

38.74 KB
2000 rows
7 columns

workouttime WorkoutTime	readingtime ReadingTime	phonetime PhoneTime	workhours WorkHours	caffeineintake CaffeineIntake	relaxationtime RelaxationTime	sleeptime SleepTime
1.12	0.52	3.29	7.89	216.08	0.75	3.45
2.85	0.49	4.22	5.03	206.18	0.67	4.88
2.2	1.81	4.04	9.23	28.73	0.35	3.61
1.8	0.5	1.62	7.68	276.77	1.21	4.94
0.47	0.54	1.6	4.94	170.54	0.95	5.5
0.47	1.52	2.07	9.77	109.12	1.73	4.01
0.17	0.9	2.44	7.11	226.96	0.06	3.62
2.6	1.55	2.63	4.44	77.21	1.29	6.77
1.8	0.13	3.72	7.76	208.05	1.53	3.8
2.12	0.98	1.23	5.52	11.91	1.52	6.99


CREATE TABLE sleeptime_prediction_dataset (
  "workouttime" DOUBLE,
  "readingtime" DOUBLE,
  "phonetime" DOUBLE,
  "workhours" DOUBLE,
  "caffeineintake" DOUBLE,
  "relaxationtime" DOUBLE,
  "sleeptime" DOUBLE
);