Split (1)

train · 36.5k rows

dog_id stringclasses 100 values	date stringdate 2025-01-01 00:00:00 2025-12-31 00:00:00	month int64 1 12	breed stringclasses 5 values	age_group stringclasses 3 values	has_drift bool 2 classes	drift_active bool 2 classes	context stringclasses 6 values	data_missing bool 2 classes	missingness_type stringclasses 2 values	sleep_hours float64 8.3 17.3 ⌀	activity_minutes float64 17.7 143 ⌀	social_score float64 2.88 8.77 ⌀	nocturnal_restlessness float64 0.88 5.18 ⌀	vocalization_events float64 2 7.6 ⌀
DOG_0001	2025-01-01	1	Beagle	senior	false	false	normal	false	null	11.58	66.5	6.98	2.76	5.1
DOG_0001	2025-01-02	1	Beagle	senior	false	false	normal	false	null	11.55	67.3	6.79	2.74	5.7
DOG_0001	2025-01-03	1	Beagle	senior	false	false	normal	false	null	11.73	70	6.98	2.71	5.2
DOG_0001	2025-01-04	1	Beagle	senior	false	false	normal	false	null	11.58	71	6.84	2.72	5.1
DOG_0001	2025-01-05	1	Beagle	senior	false	false	normal	false	null	11.84	71.4	6.97	2.59	5.1
DOG_0001	2025-01-06	1	Beagle	senior	false	false	normal	false	null	11.45	69.5	6.73	2.69	5.4
DOG_0001	2025-01-07	1	Beagle	senior	false	false	normal	false	null	11.81	70.7	6.79	2.54	5.5
DOG_0001	2025-01-08	1	Beagle	senior	false	false	normal	false	null	11.86	69.5	6.96	2.71	5.2
DOG_0001	2025-01-09	1	Beagle	senior	false	false	normal	false	null	11.65	73.7	6.9	3.01	5.2
DOG_0001	2025-01-10	1	Beagle	senior	false	false	normal	true	sensor_dropout	null	null	null	null	null
DOG_0001	2025-01-11	1	Beagle	senior	false	false	normal	true	sensor_dropout	null	null	null	null	null
DOG_0001	2025-01-12	1	Beagle	senior	false	false	normal	false	null	11.81	71.1	6.8	2.54	5.2
DOG_0001	2025-01-13	1	Beagle	senior	false	false	normal	false	null	11.79	71.9	7	2.71	5.4
DOG_0001	2025-01-14	1	Beagle	senior	false	false	normal	false	null	11.89	71.4	6.83	2.75	5.3
DOG_0001	2025-01-15	1	Beagle	senior	false	false	normal	false	null	11.61	66.4	6.9	2.64	5.3
DOG_0001	2025-01-16	1	Beagle	senior	false	false	normal	false	null	11.7	67.5	6.75	2.82	5.3
DOG_0001	2025-01-17	1	Beagle	senior	false	false	normal	false	null	11.4	71.2	6.81	2.62	5.3
DOG_0001	2025-01-18	1	Beagle	senior	false	false	normal	false	null	11.57	70.3	6.9	2.68	5.4
DOG_0001	2025-01-19	1	Beagle	senior	false	false	normal	false	null	11.48	69.6	7.03	2.82	5.5
DOG_0001	2025-01-20	1	Beagle	senior	false	false	normal	false	null	11.59	72.7	7.07	2.77	5.3
DOG_0001	2025-01-21	1	Beagle	senior	false	false	normal	false	null	11.61	72	6.75	2.74	5.3
DOG_0001	2025-01-22	1	Beagle	senior	false	false	normal	false	null	11.61	72	6.99	2.73	5.5
DOG_0001	2025-01-23	1	Beagle	senior	false	false	normal	false	null	12.07	68.5	7.01	2.81	5.2
DOG_0001	2025-01-24	1	Beagle	senior	false	false	boarding	false	null	9.43	66.1	4.14	2.76	5.4
DOG_0001	2025-01-25	1	Beagle	senior	false	false	normal	false	null	11.47	72.3	6.75	2.61	5.1
DOG_0001	2025-01-26	1	Beagle	senior	false	false	normal	false	null	11.73	72.7	6.76	2.7	5.1
DOG_0001	2025-01-27	1	Beagle	senior	false	false	normal	false	null	11.54	72.6	6.83	2.8	5.4
DOG_0001	2025-01-28	1	Beagle	senior	false	false	normal	false	null	11.44	71	6.75	2.78	5.3
DOG_0001	2025-01-29	1	Beagle	senior	false	false	normal	false	null	11.64	70.8	6.95	2.64	5.5
DOG_0001	2025-01-30	1	Beagle	senior	false	false	normal	false	null	11.52	70.1	6.95	2.69	5.4
DOG_0001	2025-01-31	1	Beagle	senior	false	false	normal	false	null	11.95	72.9	6.87	2.77	5.5
DOG_0001	2025-02-01	2	Beagle	senior	false	false	normal	false	null	11.81	70	6.9	2.71	5.3
DOG_0001	2025-02-02	2	Beagle	senior	false	false	normal	false	null	11.81	73.4	6.98	2.7	5.4
DOG_0001	2025-02-03	2	Beagle	senior	false	false	normal	false	null	11.69	69.5	6.86	2.63	5
DOG_0001	2025-02-04	2	Beagle	senior	false	false	normal	true	sensor_dropout	null	null	null	null	null
DOG_0001	2025-02-05	2	Beagle	senior	false	false	normal	false	null	11.72	69.5	6.82	2.83	5.3
DOG_0001	2025-02-06	2	Beagle	senior	false	false	normal	false	null	12.05	74.3	7.03	2.76	5.3
DOG_0001	2025-02-07	2	Beagle	senior	false	false	normal	false	null	11.74	70.3	6.66	2.61	5.6
DOG_0001	2025-02-08	2	Beagle	senior	false	false	normal	false	null	11.72	68.2	6.98	2.8	5.4
DOG_0001	2025-02-09	2	Beagle	senior	false	false	normal	false	null	11.93	69.8	6.71	2.66	5.6
DOG_0001	2025-02-10	2	Beagle	senior	false	false	normal	false	null	11.46	70.9	6.62	2.56	5.6
DOG_0001	2025-02-11	2	Beagle	senior	false	false	normal	false	null	11.88	71.2	7.14	2.72	5.5
DOG_0001	2025-02-12	2	Beagle	senior	false	false	normal	false	null	11.63	71.2	6.94	2.69	5
DOG_0001	2025-02-13	2	Beagle	senior	false	false	normal	false	null	11.87	72.3	6.87	2.72	5.3
DOG_0001	2025-02-14	2	Beagle	senior	false	false	boarding	true	systemic	null	null	null	null	null
DOG_0001	2025-02-15	2	Beagle	senior	false	false	normal	false	null	11.59	71.4	6.97	2.64	5.2
DOG_0001	2025-02-16	2	Beagle	senior	false	false	normal	false	null	11.61	71.7	6.93	2.62	5.5
DOG_0001	2025-02-17	2	Beagle	senior	false	false	normal	false	null	11.38	68.9	6.78	2.79	5.6
DOG_0001	2025-02-18	2	Beagle	senior	false	false	normal	false	null	11.6	71.1	6.97	2.63	5.5
DOG_0001	2025-02-19	2	Beagle	senior	false	false	boarding	false	null	9.29	62.9	4.35	2.78	5
DOG_0001	2025-02-20	2	Beagle	senior	false	false	normal	false	null	11.59	72.4	6.94	2.61	5.3
DOG_0001	2025-02-21	2	Beagle	senior	false	false	normal	false	null	11.62	72.5	6.94	2.81	5.3
DOG_0001	2025-02-22	2	Beagle	senior	false	false	travel	false	null	9.95	87.3	4.75	2.62	5.5
DOG_0001	2025-02-23	2	Beagle	senior	false	false	normal	false	null	11.34	73.8	6.83	2.68	5.2
DOG_0001	2025-02-24	2	Beagle	senior	false	false	normal	false	null	11.66	73.3	6.96	2.73	5.3
DOG_0001	2025-02-25	2	Beagle	senior	false	false	normal	false	null	11.61	71.9	6.87	2.78	5.4
DOG_0001	2025-02-26	2	Beagle	senior	false	false	normal	false	null	11.68	70.3	7.09	2.8	5.6
DOG_0001	2025-02-27	2	Beagle	senior	false	false	boarding	true	systemic	null	null	null	null	null
DOG_0001	2025-02-28	2	Beagle	senior	false	false	normal	false	null	11.65	72.8	6.69	2.76	5.3
DOG_0001	2025-03-01	3	Beagle	senior	false	false	normal	false	null	11.45	67.7	6.91	2.74	5.5
DOG_0001	2025-03-02	3	Beagle	senior	false	false	normal	false	null	11.79	73.7	6.95	2.67	5.3
DOG_0001	2025-03-03	3	Beagle	senior	false	false	normal	false	null	11.62	71.6	6.73	2.71	5.3
DOG_0001	2025-03-04	3	Beagle	senior	false	false	travel	false	null	9.52	83.7	4.79	2.68	5.4
DOG_0001	2025-03-05	3	Beagle	senior	false	false	new_environment	false	null	9.96	80.8	5.53	2.65	5.1
DOG_0001	2025-03-06	3	Beagle	senior	false	false	normal	false	null	11.45	72	6.99	2.83	5.2
DOG_0001	2025-03-07	3	Beagle	senior	false	false	normal	false	null	11.62	71.3	7.05	2.7	5.5
DOG_0001	2025-03-08	3	Beagle	senior	false	false	normal	false	null	11.5	70.6	7.04	2.77	5.3
DOG_0001	2025-03-09	3	Beagle	senior	false	false	normal	false	null	11.61	68	7.04	2.77	5.3
DOG_0001	2025-03-10	3	Beagle	senior	false	false	normal	false	null	11.59	73.4	6.98	2.71	5.3
DOG_0001	2025-03-11	3	Beagle	senior	false	false	normal	false	null	11.79	71	6.91	2.79	5.1
DOG_0001	2025-03-12	3	Beagle	senior	false	false	normal	false	null	11.49	71.9	6.95	2.65	5.7
DOG_0001	2025-03-13	3	Beagle	senior	false	false	normal	false	null	11.62	69.6	6.8	2.54	5.3
DOG_0001	2025-03-14	3	Beagle	senior	false	false	normal	false	null	11.65	71.1	6.92	2.8	5.5
DOG_0001	2025-03-15	3	Beagle	senior	false	false	normal	false	null	11.57	70.1	6.72	2.91	5.3
DOG_0001	2025-03-16	3	Beagle	senior	false	false	normal	false	null	11.8	69.3	6.87	2.77	5.2
DOG_0001	2025-03-17	3	Beagle	senior	false	false	normal	false	null	11.68	69.6	6.75	2.66	5.3
DOG_0001	2025-03-18	3	Beagle	senior	false	false	normal	false	null	11.54	70.4	6.89	2.77	5.5
DOG_0001	2025-03-19	3	Beagle	senior	false	false	normal	false	null	11.77	75.2	6.98	2.64	5.6
DOG_0001	2025-03-20	3	Beagle	senior	false	false	normal	false	null	11.89	68.7	6.63	2.77	5.3
DOG_0001	2025-03-21	3	Beagle	senior	false	false	normal	false	null	11.69	70.2	6.79	2.65	5.3
DOG_0001	2025-03-22	3	Beagle	senior	false	false	normal	false	null	11.27	72.3	6.91	2.67	5.4
DOG_0001	2025-03-23	3	Beagle	senior	false	false	normal	false	null	11.71	72	6.89	2.88	5.6
DOG_0001	2025-03-24	3	Beagle	senior	false	false	normal	false	null	11.58	69.3	6.9	2.42	5.3
DOG_0001	2025-03-25	3	Beagle	senior	false	false	normal	false	null	11.62	69	6.89	2.95	5.1
DOG_0001	2025-03-26	3	Beagle	senior	false	false	normal	false	null	11.57	72.4	7	2.76	5.2
DOG_0001	2025-03-27	3	Beagle	senior	false	false	normal	false	null	12.06	71.4	6.87	2.73	5.6
DOG_0001	2025-03-28	3	Beagle	senior	false	false	travel	true	systemic	null	null	null	null	null
DOG_0001	2025-03-29	3	Beagle	senior	false	false	normal	false	null	11.62	70.5	6.93	2.78	5
DOG_0001	2025-03-30	3	Beagle	senior	false	false	boarding	false	null	9.39	63.5	4.27	2.62	5
DOG_0001	2025-03-31	3	Beagle	senior	false	false	normal	false	null	11.41	71.1	6.83	2.76	5.5
DOG_0001	2025-04-01	4	Beagle	senior	false	false	normal	false	null	11.68	71.3	6.93	2.6	5.3
DOG_0001	2025-04-02	4	Beagle	senior	false	false	normal	false	null	11.82	71.2	6.8	2.72	5.2
DOG_0001	2025-04-03	4	Beagle	senior	false	false	normal	true	sensor_dropout	null	null	null	null	null
DOG_0001	2025-04-04	4	Beagle	senior	false	false	normal	false	null	11.54	70.4	6.96	2.81	5.3
DOG_0001	2025-04-05	4	Beagle	senior	false	false	normal	false	null	11.82	72.8	7.03	2.78	5.1
DOG_0001	2025-04-06	4	Beagle	senior	false	false	normal	false	null	11.71	71.4	6.96	2.6	5
DOG_0001	2025-04-07	4	Beagle	senior	false	false	owner_absent	false	null	10.53	54.4	3.41	2.69	5.6
DOG_0001	2025-04-08	4	Beagle	senior	false	false	owner_absent	false	null	10.59	50.2	3.29	2.55	5.6
DOG_0001	2025-04-09	4	Beagle	senior	false	false	normal	false	null	11.65	72.4	7.17	2.73	5.2
DOG_0001	2025-04-10	4	Beagle	senior	false	false	normal	false	null	11.65	72.6	6.58	2.66	5.4

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