Datasets:

SahilBhatane
/

Federated_Meta-learning_on_wearable_devices

Patient_ID int64 1.19k 9.96k	Timestamp stringdate 2024-01-01 00:00:00 2024-01-09 07:00:00	Sensor_ID int64 1 4	Sensor_Type stringclasses 4 values	Temperature (°C) float64 36.5 37.5	Systolic_BP (mmHg) float64 90 150	Diastolic_BP (mmHg) float64 60 95	Heart_Rate (bpm) float64 60 99	Device_Battery_Level (%) int64 80 99	Target_Blood_Pressure float64 120 150	Target_Heart_Rate float64 70 90	Target_Health_Status stringclasses 2 values	Battery_Level (%) int64 80 100
4,696	2024-01-07 18:00:00	3	Temperature	36.7	120	80	89	97	150	80	Healthy	88
2,636	2024-01-07 17:00:00	2	Blood Pressure	37.3	150	95	87	87	120	70	Healthy	95
1,860	2024-01-01 01:00:00	1	Battery	37.3	150	95	77	84	140	90	Unhealthy	94
5,218	2024-01-08 10:00:00	2	Temperature	37.1	90	60	91	90	150	70	Unhealthy	85
6,116	2024-01-06 00:00:00	1	Temperature	36.9	130	85	86	84	120	90	Unhealthy	94
2,986	2024-01-09 04:00:00	1	Heart Rate	37.3	130	80	73	92	120	80	Unhealthy	93
8,989	2024-01-03 07:00:00	4	Heart Rate	36.6	90	60	88	85	140	80	Unhealthy	100
7,585	2024-01-07 12:00:00	4	Battery	37.5	120	80	78	94	130	80	Unhealthy	97
7,938	2024-01-05 11:00:00	4	Heart Rate	37	120	80	82	81	130	90	Unhealthy	94
9,154	2024-01-05 03:00:00	2	Temperature	37	90	60	82	82	140	90	Unhealthy	90
8,513	2024-01-02 16:00:00	3	Temperature	36.9	150	95	81	96	120	80	Unhealthy	92
3,568	2024-01-04 08:00:00	1	Temperature	37	140	90	84	98	130	80	Unhealthy	97
7,776	2024-01-06 20:00:00	4	Blood Pressure	36.5	130	85	87	84	140	80	Unhealthy	96
2,059	2024-01-06 09:00:00	4	Blood Pressure	37.2	130	85	92	91	140	70	Healthy	96
4,943	2024-01-03 02:00:00	4	Temperature	37	120	85	83	83	140	90	Healthy	80
4,748	2024-01-07 03:00:00	4	Blood Pressure	37.5	120	80	82	88	150	70	Healthy	95
8,098	2024-01-09 02:00:00	1	Heart Rate	36.8	130	85	91	89	120	80	Healthy	100
8,041	2024-01-02 18:00:00	4	Temperature	36.8	140	90	69	88	140	80	Unhealthy	81
6,172	2024-01-08 03:00:00	3	Heart Rate	36.6	90	60	69	93	120	70	Unhealthy	81
7,265	2024-01-01 05:00:00	3	Battery	36.6	120	85	99	86	120	90	Unhealthy	87
9,226	2024-01-02 23:00:00	2	Heart Rate	36.6	150	95	72	88	150	70	Unhealthy	86
2,734	2024-01-09 07:00:00	3	Blood Pressure	37.4	150	95	63	82	130	80	Unhealthy	85
8,777	2024-01-08 16:00:00	3	Blood Pressure	37.1	140	90	82	83	150	80	Unhealthy	83
9,338	2024-01-09 05:00:00	4	Heart Rate	36.9	140	90	82	92	120	80	Healthy	92
1,466	2024-01-01 06:00:00	2	Battery	37.040556	90	60	73	89	120	70	Unhealthy	84
3,931	2024-01-08 15:00:00	1	Battery	37.3	90	60	62	96	130	80	Unhealthy	80
6,450	2024-01-06 15:00:00	2	Blood Pressure	37.1	150	95	66	91	120	80	Healthy	98
3,731	2024-01-05 02:00:00	3	Battery	37.4	130	80	60	98	120	90	Healthy	80
8,721	2024-01-05 16:00:00	2	Temperature	36.8	90	60	94	80	140	90	Unhealthy	85
6,393	2024-01-02 13:00:00	3	Heart Rate	37.5	130	95	86	96	120	90	Healthy	85
7,184	2024-01-04 18:00:00	1	Blood Pressure	36.9	90	60	90	82	150	90	Unhealthy	96
4,242	2024-01-06 07:00:00	4	Battery	36.8	130	90	65	98	120	70	Unhealthy	91
8,994	2024-01-07 06:00:00	3	Blood Pressure	37	140	90	89	89	120	80	Unhealthy	82
6,675	2024-01-03 09:00:00	4	Battery	37.1	140	90	71	89	130	80	Unhealthy	100
8,734	2024-01-02 07:00:00	2	Temperature	37.040556	130	85	86	82	130	70	Unhealthy	81
8,554	2024-01-07 15:00:00	2	Battery	37.3	140	90	73	98	150	70	Unhealthy	83
4,157	2024-01-06 11:00:00	2	Temperature	37.040556	120	80	81	96	150	90	Unhealthy	94
8,849	2024-01-01 23:00:00	4	Blood Pressure	37.040556	130	85	62	91	120	80	Healthy	93
9,006	2024-01-04 07:00:00	4	Heart Rate	36.6	130	95	77	80	120	80	Unhealthy	81
8,392	2024-01-08 00:00:00	4	Battery	37.2	90	60	98	89	120	80	Unhealthy	92
4,556	2024-01-02 10:00:00	1	Blood Pressure	36.6	120	80	97	96	130	70	Unhealthy	81
9,322	2024-01-01 09:00:00	3	Blood Pressure	37.2	150	95	92	98	120	80	Unhealthy	83
5,297	2024-01-03 11:00:00	2	Battery	36.6	90	60	86	88	150	90	Unhealthy	96
6,134	2024-01-05 14:00:00	2	Battery	37.4	150	95	69	87	120	80	Unhealthy	98
1,769	2024-01-01 11:00:00	1	Heart Rate	36.8	150	95	74	98	120	90	Unhealthy	81
8,408	2024-01-05 22:00:00	1	Temperature	36.7	90	85	66	82	120	80	Unhealthy	80
4,510	2024-01-08 08:00:00	3	Heart Rate	37.4	150	95	82	82	150	80	Unhealthy	97
2,707	2024-01-08 04:00:00	2	Battery	37.040556	130	95	69	82	140	70	Unhealthy	88
8,555	2024-01-03 03:00:00	4	Battery	36.9	90	60	74	92	120	70	Unhealthy	96
4,099	2024-01-04 19:00:00	4	Blood Pressure	36.8	140	90	68	81	120	70	Healthy	97
9,571	2024-01-04 01:00:00	3	Blood Pressure	36.9	150	95	82	89	150	90	Healthy	83
2,678	2024-01-06 06:00:00	1	Battery	37.040556	130	85	66	91	140	80	Unhealthy	80
6,578	2024-01-01 08:00:00	1	Battery	37.4	140	90	97	80	120	70	Unhealthy	80
8,270	2024-01-01 00:00:00	4	Temperature	36.8	150	95	84	99	140	90	Unhealthy	80
5,413	2024-01-07 02:00:00	3	Heart Rate	36.9	90	60	82	94	130	90	Healthy	94
5,887	2024-01-03 22:00:00	2	Battery	37.4	130	85	82	91	150	80	Unhealthy	99
2,663	2024-01-06 16:00:00	3	Blood Pressure	37.040556	140	90	76	95	130	90	Healthy	98
3,747	2024-01-02 01:00:00	4	Blood Pressure	36.6	130	85	67	84	130	80	Healthy	92
7,439	2024-01-03 16:00:00	3	Blood Pressure	36.6	140	90	86	85	130	70	Unhealthy	99
1,197	2024-01-08 17:00:00	2	Heart Rate	37.2	150	95	82	92	140	70	Healthy	100
7,910	2024-01-05 10:00:00	2	Heart Rate	37.2	120	80	74	88	140	70	Healthy	97
9,666	2024-01-01 21:00:00	4	Heart Rate	37.040556	140	90	65	81	140	80	Healthy	87
2,306	2024-01-06 19:00:00	1	Blood Pressure	36.5	140	90	81	96	120	80	Healthy	89
2,184	2024-01-01 17:00:00	2	Battery	36.9	130	85	73	84	120	80	Healthy	83
6,864	2024-01-06 21:00:00	1	Blood Pressure	36.9	140	90	99	95	150	80	Healthy	84
6,530	2024-01-07 01:00:00	3	Battery	37.1	140	90	72	91	140	80	Healthy	82
7,949	2024-01-01 12:00:00	1	Heart Rate	36.7	120	80	92	83	120	80	Healthy	87
9,684	2024-01-04 02:00:00	4	Temperature	36.6	120	85	85	92	120	90	Healthy	92
3,433	2024-01-01 13:00:00	2	Heart Rate	37.3	150	95	84	97	150	80	Unhealthy	88
6,855	2024-01-07 23:00:00	2	Battery	36.7	90	60	88	97	120	80	Unhealthy	83
9,110	2024-01-05 05:00:00	2	Battery	36.6	130	85	82	90	130	70	Healthy	88
9,958	2024-01-08 11:00:00	2	Battery	37.4	120	80	66	87	140	70	Healthy	91
7,235	2024-01-02 19:00:00	4	Battery	37.2	120	80	64	87	120	90	Unhealthy	86
4,152	2024-01-03 00:00:00	4	Battery	37	130	85	90	90	150	80	Healthy	100
2,930	2024-01-08 19:00:00	3	Temperature	36.6	90	60	96	80	150	80	Healthy	82
8,385	2024-01-05 08:00:00	1	Blood Pressure	37	150	95	60	90	140	70	Healthy	83
4,561	2024-01-04 17:00:00	3	Battery	37.5	140	90	87	87	140	90	Unhealthy	85
8,208	2024-01-04 03:00:00	1	Blood Pressure	37.3	130	80	71	96	120	90	Unhealthy	87
1,863	2024-01-05 20:00:00	4	Blood Pressure	37.1	140	90	97	86	120	80	Unhealthy	84
6,977	2024-01-05 15:00:00	1	Heart Rate	36.5	150	95	85	96	150	70	Unhealthy	96
9,755	2024-01-05 23:00:00	4	Heart Rate	37	130	85	77	97	140	70	Healthy	89
9,164	2024-01-07 22:00:00	4	Heart Rate	37.1	90	60	67	82	130	90	Unhealthy	80
2,016	2024-01-03 14:00:00	2	Battery	37.3	140	90	95	96	150	80	Healthy	83
4,890	2024-01-02 11:00:00	4	Heart Rate	36.8	140	90	92	89	130	90	Healthy	89
1,189	2024-01-02 02:00:00	4	Temperature	37.4	150	95	74	84	120	70	Unhealthy	81
6,592	2024-01-06 17:00:00	4	Temperature	37.4	130	95	79	98	150	70	Unhealthy	91
3,612	2024-01-02 17:00:00	3	Battery	36.8	90	60	61	93	130	70	Unhealthy	94
6,734	2024-01-01 04:00:00	4	Temperature	36.8	90	60	98	97	120	80	Unhealthy	87
2,495	2024-01-07 07:00:00	1	Battery	36.9	150	95	82	95	150	70	Unhealthy	91
5,389	2024-01-08 12:00:00	1	Heart Rate	36.9	140	90	88	91	120	70	Healthy	91
5,488	2024-01-05 12:00:00	3	Battery	37.1	130	85	68	88	130	80	Unhealthy	98
4,763	2024-01-07 09:00:00	4	Battery	37.040556	130	85	89	96	120	80	Unhealthy	86
2,998	2024-01-07 05:00:00	4	Heart Rate	37.3	130	85	91	94	140	70	Unhealthy	93
7,668	2024-01-06 10:00:00	4	Battery	36.7	90	60	88	96	140	70	Unhealthy	83
4,005	2024-01-02 04:00:00	2	Blood Pressure	37.3	150	95	92	88	120	80	Unhealthy	98
5,737	2024-01-07 20:00:00	2	Battery	36.6	90	60	63	99	120	80	Healthy	85
7,396	2024-01-01 20:00:00	4	Blood Pressure	37.4	140	90	98	89	140	80	Unhealthy	82
2,585	2024-01-03 01:00:00	1	Blood Pressure	36.6	90	60	95	93	150	80	Unhealthy	86
3,047	2024-01-02 00:00:00	1	Heart Rate	37.3	130	85	66	99	120	90	Unhealthy	92
8,629	2024-01-03 13:00:00	4	Blood Pressure	36.6	150	95	82	81	130	80	Healthy	89

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