Datasets:

wkaandemir
/

biostat-diabetes

Pregnancies int64	Glucose float64	BloodPressure float64	SkinThickness float64	Insulin float64	BMI float64	DiabetesPedigree float64	Age int64	Outcome int64
6	148	72	35	null	33.6	0.627	50	1
1	85	66	29	null	26.6	0.351	31	0
8	183	64	null	null	23.3	0.672	32	1
1	89	66	23	94	28.1	0.167	21	0
0	137	40	35	168	43.1	2.288	33	1
5	116	74	null	null	25.6	0.201	30	0
3	78	50	32	88	31	0.248	26	1
10	115	null	null	null	35.3	0.134	29	0
2	197	70	45	543	30.5	0.158	53	1
8	125	96	null	null	null	0.232	54	1
4	110	92	null	null	37.6	0.191	30	0
10	168	74	null	null	38	0.537	34	1
10	139	80	null	null	27.1	1.441	57	0
1	189	60	23	846	30.1	0.398	59	1
5	166	72	19	175	25.8	0.587	51	1
7	100	null	null	null	30	0.484	32	1
0	118	84	47	230	45.8	0.551	31	1
7	107	74	null	null	29.6	0.254	31	1
1	103	30	38	83	43.3	0.183	33	0
1	115	70	30	96	34.6	0.529	32	1
3	126	88	41	235	39.3	0.704	27	0
8	99	84	null	null	35.4	0.388	50	0
7	196	90	null	null	39.8	0.451	41	1
9	119	80	35	null	29	0.263	29	1
11	143	94	33	146	36.6	0.254	51	1
10	125	70	26	115	31.1	0.205	41	1
7	147	76	null	null	39.4	0.257	43	1
1	97	66	15	140	23.2	0.487	22	0
13	145	82	19	110	22.2	0.245	57	0
5	117	92	null	null	34.1	0.337	38	0
5	109	75	26	null	36	0.546	60	0
3	158	76	36	245	31.6	0.851	28	1
3	88	58	11	54	24.8	0.267	22	0
6	92	92	null	null	19.9	0.188	28	0
10	122	78	31	null	27.6	0.512	45	0
4	103	60	33	192	24	0.966	33	0
11	138	76	null	null	33.2	0.42	35	0
9	102	76	37	null	32.9	0.665	46	1
2	90	68	42	null	38.2	0.503	27	1
4	111	72	47	207	37.1	1.39	56	1
3	180	64	25	70	34	0.271	26	0
7	133	84	null	null	40.2	0.696	37	0
7	106	92	18	null	22.7	0.235	48	0
9	171	110	24	240	45.4	0.721	54	1
7	159	64	null	null	27.4	0.294	40	0
0	180	66	39	null	42	1.893	25	1
1	146	56	null	null	29.7	0.564	29	0
2	71	70	27	null	28	0.586	22	0
7	103	66	32	null	39.1	0.344	31	1
7	105	null	null	null	null	0.305	24	0
1	103	80	11	82	19.4	0.491	22	0
1	101	50	15	36	24.2	0.526	26	0
5	88	66	21	23	24.4	0.342	30	0
8	176	90	34	300	33.7	0.467	58	1
7	150	66	42	342	34.7	0.718	42	0
1	73	50	10	null	23	0.248	21	0
7	187	68	39	304	37.7	0.254	41	1
0	100	88	60	110	46.8	0.962	31	0
0	146	82	null	null	40.5	1.781	44	0
0	105	64	41	142	41.5	0.173	22	0
2	84	null	null	null	null	0.304	21	0
8	133	72	null	null	32.9	0.27	39	1
5	44	62	null	null	25	0.587	36	0
2	141	58	34	128	25.4	0.699	24	0
7	114	66	null	null	32.8	0.258	42	1
5	99	74	27	null	29	0.203	32	0
0	109	88	30	null	32.5	0.855	38	1
2	109	92	null	null	42.7	0.845	54	0
1	95	66	13	38	19.6	0.334	25	0
4	146	85	27	100	28.9	0.189	27	0
2	100	66	20	90	32.9	0.867	28	1
5	139	64	35	140	28.6	0.411	26	0
13	126	90	null	null	43.4	0.583	42	1
4	129	86	20	270	35.1	0.231	23	0
1	79	75	30	null	32	0.396	22	0
1	null	48	20	null	24.7	0.14	22	0
7	62	78	null	null	32.6	0.391	41	0
5	95	72	33	null	37.7	0.37	27	0
0	131	null	null	null	43.2	0.27	26	1
2	112	66	22	null	25	0.307	24	0
3	113	44	13	null	22.4	0.14	22	0
2	74	null	null	null	null	0.102	22	0
7	83	78	26	71	29.3	0.767	36	0
0	101	65	28	null	24.6	0.237	22	0
5	137	108	null	null	48.8	0.227	37	1
2	110	74	29	125	32.4	0.698	27	0
13	106	72	54	null	36.6	0.178	45	0
2	100	68	25	71	38.5	0.324	26	0
15	136	70	32	110	37.1	0.153	43	1
1	107	68	19	null	26.5	0.165	24	0
1	80	55	null	null	19.1	0.258	21	0
4	123	80	15	176	32	0.443	34	0
7	81	78	40	48	46.7	0.261	42	0
4	134	72	null	null	23.8	0.277	60	1
2	142	82	18	64	24.7	0.761	21	0
6	144	72	27	228	33.9	0.255	40	0
2	92	62	28	null	31.6	0.13	24	0
1	71	48	18	76	20.4	0.323	22	0
6	93	50	30	64	28.7	0.356	23	0
1	122	90	51	220	49.7	0.325	31	1

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Pima Indians Diabetes

Classic biostatistics dataset for predicting diabetes onset in Pima Indian women based on clinical and demographic variables. Originally from the National Institute of Diabetes and Digestive and Kidney Diseases.

Feature Summary

Feature	Type	Role
`Pregnancies`	numeric	predictor
`Glucose`	numeric	predictor
`BloodPressure`	numeric	predictor
`SkinThickness`	numeric	predictor
`Insulin`	numeric	predictor
`BMI`	numeric	predictor
`DiabetesPedigree`	numeric	predictor
`Age`	numeric	predictor
`Outcome`	numeric	target

Statistics

Target distribution: 0 (no diabetes): 500, 1 (diabetes): 268
Missing values: Insulin 48.7%, SkinThickness 29.6% (biologically impossible zeros set to NaN)