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	2025-07-20	7	Beagle	senior	false	false	normal	false	null	11.58	71.7	6.92	2.74	5.2
DOG_0001	2025-07-21	7	Beagle	senior	false	false	normal	false	null	11.52	71.2	6.95	2.6	5.1
DOG_0001	2025-07-22	7	Beagle	senior	false	false	normal	false	null	11.8	71.1	6.89	2.68	5.3
DOG_0001	2025-07-23	7	Beagle	senior	false	false	owner_absent	true	sensor_dropout	null	null	null	null	null
DOG_0001	2025-07-24	7	Beagle	senior	false	false	normal	false	null	11.74	72.1	6.93	2.63	5.3
DOG_0001	2025-07-25	7	Beagle	senior	false	false	normal	false	null	11.5	73.4	6.87	2.7	5.3
DOG_0001	2025-07-26	7	Beagle	senior	false	false	travel	false	null	9.95	89.6	4.77	2.62	5.4
DOG_0001	2025-07-27	7	Beagle	senior	false	false	normal	false	null	11.61	69.3	6.92	2.69	5
DOG_0001	2025-07-28	7	Beagle	senior	false	false	normal	false	null	11.56	71.6	6.77	2.73	5.1
DOG_0001	2025-07-29	7	Beagle	senior	false	false	normal	false	null	11.56	70.9	6.8	2.64	5.3
DOG_0001	2025-07-30	7	Beagle	senior	false	false	normal	false	null	11.55	71.1	6.78	2.53	5.5
DOG_0001	2025-07-31	7	Beagle	senior	false	false	normal	false	null	11.5	70.7	6.85	2.78	5.2
DOG_0001	2025-08-01	8	Beagle	senior	false	false	normal	false	null	11.48	72.6	6.95	2.68	5.3
DOG_0001	2025-08-02	8	Beagle	senior	false	false	normal	true	sensor_dropout	null	null	null	null	null
DOG_0001	2025-08-03	8	Beagle	senior	false	false	normal	false	null	11.68	69.1	6.74	2.68	5
DOG_0001	2025-08-04	8	Beagle	senior	false	false	travel	true	systemic	null	null	null	null	null
DOG_0001	2025-08-05	8	Beagle	senior	false	false	normal	false	null	12	73.1	6.76	2.46	5.3
DOG_0001	2025-08-06	8	Beagle	senior	false	false	normal	false	null	11.71	71.4	7	2.57	5.1
DOG_0001	2025-08-07	8	Beagle	senior	false	false	travel	true	systemic	null	null	null	null	null
DOG_0001	2025-08-08	8	Beagle	senior	false	false	boarding	false	null	9.27	66.4	4.26	2.71	5.5
DOG_0001	2025-08-09	8	Beagle	senior	false	false	normal	false	null	11.48	71.2	6.87	2.85	5.3
DOG_0001	2025-08-10	8	Beagle	senior	false	false	normal	false	null	11.68	69.6	7.02	2.59	5.1
DOG_0001	2025-08-11	8	Beagle	senior	false	false	normal	false	null	11.59	70.3	6.9	2.61	5.2
DOG_0001	2025-08-12	8	Beagle	senior	false	false	normal	false	null	11.81	72.1	7.02	2.56	5.2
DOG_0001	2025-08-13	8	Beagle	senior	false	false	normal	false	null	11.77	73.2	6.79	2.69	5.6
DOG_0001	2025-08-14	8	Beagle	senior	false	false	normal	false	null	11.95	69.5	6.91	2.74	5.3
DOG_0001	2025-08-15	8	Beagle	senior	false	false	normal	false	null	11.39	67.6	6.93	2.7	5.2
DOG_0001	2025-08-16	8	Beagle	senior	false	false	normal	false	null	11.61	68.7	6.97	2.71	5.4
DOG_0001	2025-08-17	8	Beagle	senior	false	false	travel	false	null	10.05	83.8	4.95	2.67	5.5
DOG_0001	2025-08-18	8	Beagle	senior	false	false	normal	false	null	11.78	71.6	6.87	2.67	5.3
DOG_0001	2025-08-19	8	Beagle	senior	false	false	normal	false	null	11.67	68.4	6.92	2.75	5.7
DOG_0001	2025-08-20	8	Beagle	senior	false	false	normal	false	null	11.84	74.2	6.94	2.71	5.5
DOG_0001	2025-08-21	8	Beagle	senior	false	false	normal	false	null	11.63	71	6.96	2.59	5.5
DOG_0001	2025-08-22	8	Beagle	senior	false	false	normal	false	null	11.6	72.3	7.04	2.63	5.1
DOG_0001	2025-08-23	8	Beagle	senior	false	false	normal	false	null	11.43	69.1	6.81	2.6	5.2
DOG_0001	2025-08-24	8	Beagle	senior	false	false	normal	false	null	11.33	68.1	7.04	2.84	5.2
DOG_0001	2025-08-25	8	Beagle	senior	false	false	normal	false	null	11.85	70	6.88	2.6	5.7
DOG_0001	2025-08-26	8	Beagle	senior	false	false	normal	false	null	11.62	74.3	7.09	2.84	5.5
DOG_0001	2025-08-27	8	Beagle	senior	false	false	normal	false	null	11.67	73.4	7	2.62	5.5
DOG_0001	2025-08-28	8	Beagle	senior	false	false	normal	false	null	11.78	70.3	6.76	2.6	5.3
DOG_0001	2025-08-29	8	Beagle	senior	false	false	normal	false	null	11.7	72.1	7.09	2.58	5.3
DOG_0001	2025-08-30	8	Beagle	senior	false	false	normal	false	null	11.71	73.2	6.63	2.56	5.4
DOG_0001	2025-08-31	8	Beagle	senior	false	false	normal	false	null	11.58	72.4	6.64	2.7	5.5
DOG_0001	2025-09-01	9	Beagle	senior	false	false	travel	true	systemic	null	null	null	null	null
DOG_0001	2025-09-02	9	Beagle	senior	false	false	normal	false	null	11.64	69.1	6.86	2.7	5.3
DOG_0001	2025-09-03	9	Beagle	senior	false	false	normal	false	null	11.81	72.4	6.91	2.58	5.4
DOG_0001	2025-09-04	9	Beagle	senior	false	false	normal	false	null	11.57	69.3	6.76	2.72	5.3
DOG_0001	2025-09-05	9	Beagle	senior	false	false	normal	false	null	11.62	73.8	6.8	2.68	5.3
DOG_0001	2025-09-06	9	Beagle	senior	false	false	normal	false	null	11.49	71.5	6.87	2.75	5.3
DOG_0001	2025-09-07	9	Beagle	senior	false	false	normal	false	null	11.81	69.4	6.73	2.74	5.1
DOG_0001	2025-09-08	9	Beagle	senior	false	false	illness_minor	false	null	14.39	34.1	4.08	2.64	5.2
DOG_0001	2025-09-09	9	Beagle	senior	false	false	normal	false	null	11.83	75.7	6.83	2.7	5.4
DOG_0001	2025-09-10	9	Beagle	senior	false	false	normal	false	null	11.96	68.8	6.86	2.64	5.6
DOG_0001	2025-09-11	9	Beagle	senior	false	false	normal	false	null	11.55	71.2	7.03	2.69	5.2
DOG_0001	2025-09-12	9	Beagle	senior	false	false	normal	false	null	11.66	69.8	6.8	2.79	5.2
DOG_0001	2025-09-13	9	Beagle	senior	false	false	normal	false	null	11.61	72	6.9	2.68	5.3
DOG_0001	2025-09-14	9	Beagle	senior	false	false	boarding	false	null	9.22	62.2	4.12	2.78	5.4
DOG_0001	2025-09-15	9	Beagle	senior	false	false	normal	false	null	11.37	71.4	6.91	2.81	5.5
DOG_0001	2025-09-16	9	Beagle	senior	false	false	normal	false	null	11.75	68.9	6.88	2.78	5.4
DOG_0001	2025-09-17	9	Beagle	senior	false	false	normal	false	null	11.62	71.9	6.8	2.63	5.4
DOG_0001	2025-09-18	9	Beagle	senior	false	false	normal	false	null	11.79	69.8	6.89	2.7	5.4
DOG_0001	2025-09-19	9	Beagle	senior	false	false	normal	false	null	11.71	71	7	2.82	5.1
DOG_0001	2025-09-20	9	Beagle	senior	false	false	normal	false	null	11.63	74.2	6.89	2.6	5.4
DOG_0001	2025-09-21	9	Beagle	senior	false	false	travel	false	null	10.21	85.9	4.77	2.49	5.3
DOG_0001	2025-09-22	9	Beagle	senior	false	false	normal	false	null	11.88	70.2	6.98	2.73	5.2
DOG_0001	2025-09-23	9	Beagle	senior	false	false	travel	true	systemic	null	null	null	null	null
DOG_0001	2025-09-24	9	Beagle	senior	false	false	normal	false	null	11.56	67.5	6.95	2.8	5.1
DOG_0001	2025-09-25	9	Beagle	senior	false	false	travel	false	null	10.12	85.3	4.82	2.72	5.2
DOG_0001	2025-09-26	9	Beagle	senior	false	false	normal	false	null	11.6	72	6.8	2.76	5.5
DOG_0001	2025-09-27	9	Beagle	senior	false	false	normal	false	null	11.83	72.9	6.7	2.75	5.4
DOG_0001	2025-09-28	9	Beagle	senior	false	false	normal	false	null	11.71	72.2	6.75	2.7	5.1
DOG_0001	2025-09-29	9	Beagle	senior	false	false	travel	false	null	9.55	85.7	4.8	2.66	5.2
DOG_0001	2025-09-30	9	Beagle	senior	false	false	normal	false	null	11.63	71.8	6.81	2.75	5.4
DOG_0001	2025-10-01	10	Beagle	senior	false	false	normal	true	sensor_dropout	null	null	null	null	null
DOG_0001	2025-10-02	10	Beagle	senior	false	false	illness_minor	false	null	14.05	37.1	4.05	2.75	5.3
DOG_0001	2025-10-03	10	Beagle	senior	false	false	normal	false	null	11.52	71.2	6.64	2.65	5.1
DOG_0001	2025-10-04	10	Beagle	senior	false	false	normal	false	null	11.79	71.8	6.97	2.77	5.4
DOG_0001	2025-10-05	10	Beagle	senior	false	false	normal	false	null	11.78	69.9	6.87	2.64	5.2
DOG_0001	2025-10-06	10	Beagle	senior	false	false	travel	false	null	9.92	85.7	4.88	2.74	5.8
DOG_0001	2025-10-07	10	Beagle	senior	false	false	normal	false	null	11.9	70.4	6.97	2.7	5.7
DOG_0001	2025-10-08	10	Beagle	senior	false	false	normal	false	null	11.49	69.3	6.96	2.59	5.3
DOG_0001	2025-10-09	10	Beagle	senior	false	false	normal	false	null	11.73	71.3	7.04	2.74	5.7
DOG_0001	2025-10-10	10	Beagle	senior	false	false	normal	false	null	11.68	70.3	6.6	2.66	5
DOG_0001	2025-10-11	10	Beagle	senior	false	false	normal	false	null	11.52	69.9	6.84	2.68	5.5
DOG_0001	2025-10-12	10	Beagle	senior	false	false	normal	false	null	11.57	71.7	6.84	2.61	5.3
DOG_0001	2025-10-13	10	Beagle	senior	false	false	normal	false	null	11.68	67.2	6.86	2.79	5.3
DOG_0001	2025-10-14	10	Beagle	senior	false	false	normal	false	null	11.56	72.5	6.84	2.76	5.6
DOG_0001	2025-10-15	10	Beagle	senior	false	false	normal	false	null	11.69	70	6.78	2.71	5.2
DOG_0001	2025-10-16	10	Beagle	senior	false	false	normal	false	null	11.31	73.7	6.8	2.73	5.3
DOG_0001	2025-10-17	10	Beagle	senior	false	false	normal	false	null	11.85	68	6.89	2.75	5.4
DOG_0001	2025-10-18	10	Beagle	senior	false	false	normal	false	null	11.77	71.2	6.77	2.52	5.2
DOG_0001	2025-10-19	10	Beagle	senior	false	false	normal	false	null	11.35	72.3	6.97	2.81	5.4
DOG_0001	2025-10-20	10	Beagle	senior	false	false	normal	false	null	11.8	69.4	6.73	2.66	5.6
DOG_0001	2025-10-21	10	Beagle	senior	false	false	normal	false	null	11.38	69.8	6.64	2.79	5.6
DOG_0001	2025-10-22	10	Beagle	senior	false	false	normal	false	null	11.79	70.6	6.72	2.59	5.3
DOG_0001	2025-10-23	10	Beagle	senior	false	false	normal	false	null	11.44	73.2	6.84	2.61	5.5
DOG_0001	2025-10-24	10	Beagle	senior	false	false	normal	false	null	11.48	74.4	6.81	2.68	5.1
DOG_0001	2025-10-25	10	Beagle	senior	false	false	normal	false	null	11.65	71.8	6.73	2.65	5
DOG_0001	2025-10-26	10	Beagle	senior	false	false	boarding	true	systemic	null	null	null	null	null
DOG_0001	2025-10-27	10	Beagle	senior	false	false	owner_absent	false	null	10.44	50.2	3.54	2.53	5.1

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