Datasets:

Nethriya
/

kidney_disease

Dataset card Data Studio Files Files and versions Community

Split (1)

train · 400 rows

id int64 0 399	age float64 2 90 ⌀	bp float64 50 180 ⌀	sg float64 1.01 1.03 ⌀	al float64 0 5 ⌀	su float64 0 5 ⌀	rbc stringclasses 2 values	pc stringclasses 2 values	pcc stringclasses 2 values	ba stringclasses 2 values	bgr float64 22 490 ⌀	bu float64 1.5 391 ⌀	sc float64 0.4 76 ⌀	sod float64 4.5 163 ⌀	pot float64 2.5 47 ⌀	hemo float64 3.1 17.8 ⌀	pcv stringclasses 44 values	wc stringlengths 2 5 ⌀	rc stringclasses 49 values	htn stringclasses 2 values	dm stringclasses 5 values	cad stringclasses 3 values	appet stringclasses 2 values	pe stringclasses 2 values	ane stringclasses 2 values	classification stringclasses 3 values
200	90	90	1.025	1	0	null	normal	notpresent	notpresent	139	89	3	140	4.1	12	37	7900	3.9	yes	yes	no	good	no	no	ckd
201	64	70	null	null	null	null	null	notpresent	notpresent	113	94	7.3	137	4.3	7.9	21	null	null	yes	yes	yes	good	yes	yes	ckd
202	78	60	null	null	null	null	null	notpresent	notpresent	114	74	2.9	135	5.9	8	24	null	null	no	yes	no	good	no	yes	ckd
203	null	90	null	null	null	null	null	notpresent	notpresent	207	80	6.8	142	5.5	8.5	null	null	null	yes	yes	no	good	no	yes	ckd
204	65	90	1.01	4	2	normal	normal	notpresent	notpresent	172	82	13.5	145	6.3	8.8	31	null	null	yes	yes	no	good	yes	yes	ckd
205	61	70	null	null	null	null	null	notpresent	notpresent	100	28	2.1	null	null	12.6	43	null	null	yes	yes	no	good	no	no	ckd
206	60	70	1.01	1	0	null	normal	notpresent	notpresent	109	96	3.9	135	4	13.8	41	null	null	yes	no	no	good	no	no	ckd
207	50	70	1.01	0	0	null	normal	notpresent	notpresent	230	50	2.2	null	null	12	41	10400	4.6	yes	yes	no	good	no	no	ckd
208	67	80	null	null	null	null	null	notpresent	notpresent	341	37	1.5	null	null	12.3	41	6900	4.9	yes	yes	no	good	no	yes	ckd
209	19	70	1.02	0	0	null	normal	notpresent	notpresent	null	null	null	null	null	11.5	null	6900	null	no	no	no	good	no	no	ckd
210	59	100	1.015	4	2	normal	normal	notpresent	notpresent	255	132	12.8	135	5.7	7.3	20	9800	3.9	yes	yes	yes	good	no	yes	ckd
211	54	120	1.015	0	0	null	normal	notpresent	notpresent	103	18	1.2	null	null	null	null	null	null	no	no	no	good	no	no	ckd
212	40	70	1.015	3	4	normal	normal	notpresent	notpresent	253	150	11.9	132	5.6	10.9	31	8800	3.4	yes	yes	no	poor	yes	no	ckd
213	55	80	1.01	3	1	normal	abnormal	present	present	214	73	3.9	137	4.9	10.9	34	7400	3.7	yes	yes	no	good	yes	no	ckd
214	68	80	1.015	0	0	null	abnormal	notpresent	notpresent	171	30	1	null	null	13.7	43	4900	5.2	no	yes	no	good	no	no	ckd
215	2	null	1.01	3	0	normal	abnormal	notpresent	notpresent	null	null	null	null	null	null	null	null	null	no	no	no	good	yes	no	ckd
216	64	70	1.01	0	0	null	normal	notpresent	notpresent	107	15	null	null	null	12.8	38	null	null	no	no	no	good	no	no	ckd
217	63	100	1.01	1	0	null	normal	notpresent	notpresent	78	61	1.8	141	4.4	12.2	36	10500	4.3	no	yes	no	good	no	no	ckd
218	33	90	1.015	0	0	null	normal	notpresent	notpresent	92	19	0.8	null	null	11.8	34	7000	null	no	no	no	good	no	no	ckd
219	68	90	1.01	0	0	null	normal	notpresent	notpresent	238	57	2.5	null	null	9.8	28	8000	3.3	yes	yes	no	poor	no	no	ckd
220	36	80	1.01	0	0	null	normal	notpresent	notpresent	103	null	null	null	null	11.9	36	8800	null	no	no	no	good	no	no	ckd
221	66	70	1.02	1	0	normal	null	notpresent	notpresent	248	30	1.7	138	5.3	null	null	null	null	yes	yes	no	good	no	no	ckd
222	74	60	null	null	null	null	null	notpresent	notpresent	108	68	1.8	null	null	null	null	null	null	yes	yes	no	good	no	no	ckd
223	71	90	1.01	0	3	null	normal	notpresent	notpresent	303	30	1.3	136	4.1	13	38	9200	4.6	yes	yes	no	good	no	no	ckd
224	34	60	1.02	0	0	null	normal	notpresent	notpresent	117	28	2.2	138	3.8	null	null	null	null	no	no	no	good	yes	no	ckd
225	60	90	1.01	3	5	abnormal	normal	notpresent	present	490	95	2.7	131	3.8	11.5	35	12000	4.5	yes	yes	no	good	no	no	ckd
226	64	100	1.015	4	2	abnormal	abnormal	notpresent	present	163	54	7.2	140	4.6	7.9	26	7500	3.4	yes	yes	no	good	yes	no	ckd
227	57	80	1.015	0	0	null	normal	notpresent	notpresent	120	48	1.6	null	null	11.3	36	7200	3.8	yes	yes	no	good	no	no	ckd
228	60	70	null	null	null	null	null	notpresent	notpresent	124	52	2.5	null	null	null	null	null	null	yes	no	no	good	no	no	ckd
229	59	50	1.01	3	0	normal	abnormal	notpresent	notpresent	241	191	12	114	2.9	9.6	31	15700	3.8	no	yes	no	good	yes	no	ckd
230	65	60	1.01	2	0	normal	abnormal	present	notpresent	192	17	1.7	130	4.3	null	null	9500	null	yes	yes	no	poor	no	no	ckd
231	60	90	null	null	null	null	null	notpresent	notpresent	269	51	2.8	138	3.7	11.5	35	null	null	yes	yes	yes	good	yes	no	ckd
232	50	90	1.015	1	0	abnormal	abnormal	notpresent	notpresent	null	null	null	null	null	null	null	null	null	no	no	no	good	yes	no	ckd
233	51	100	1.015	2	0	normal	normal	notpresent	present	93	20	1.6	146	4.5	null	null	null	null	no	no	no	poor	no	no	ckd
234	37	100	1.01	0	0	abnormal	normal	notpresent	notpresent	null	19	1.3	null	null	15	44	4100	5.2	yes	no	no	good	no	no	ckd
235	45	70	1.01	2	0	null	normal	notpresent	notpresent	113	93	2.3	null	null	7.9	26	5700	null	no	no	yes	good	no	yes	ckd
236	65	80	null	null	null	null	null	notpresent	notpresent	74	66	2	136	5.4	9.1	25	null	null	yes	yes	yes	good	yes	no	ckd
237	80	70	1.015	2	2	null	normal	notpresent	notpresent	141	53	2.2	null	null	12.7	40	9600	null	yes	yes	no	poor	yes	no	ckd
238	72	100	null	null	null	null	null	notpresent	notpresent	201	241	13.4	127	4.8	9.4	28	null	null	yes	yes	no	good	no	yes	ckd
239	34	90	1.015	2	0	normal	normal	notpresent	notpresent	104	50	1.6	137	4.1	11.9	39	null	null	no	no	no	good	no	no	ckd
240	65	70	1.015	1	0	null	normal	notpresent	notpresent	203	46	1.4	null	null	11.4	36	5000	4.1	yes	yes	no	poor	yes	no	ckd
241	57	70	1.015	1	0	null	abnormal	notpresent	notpresent	165	45	1.5	140	3.3	10.4	31	4200	3.9	no	no	no	good	no	no	ckd
242	69	70	1.01	4	3	normal	abnormal	present	present	214	96	6.3	120	3.9	9.4	28	11500	3.3	yes	yes	yes	good	yes	yes	ckd
243	62	90	1.02	2	1	null	normal	notpresent	notpresent	169	48	2.4	138	2.9	13.4	47	11000	6.1	yes	no	no	good	no	no	ckd
244	64	90	1.015	3	2	null	abnormal	present	notpresent	463	64	2.8	135	4.1	12.2	40	9800	4.6	yes	yes	no	good	no	yes	ckd
245	48	100	null	null	null	null	null	notpresent	notpresent	103	79	5.3	135	6.3	6.3	19	7200	2.6	yes	no	yes	poor	no	no	ckd
246	48	110	1.015	3	0	abnormal	normal	present	notpresent	106	215	15.2	120	5.7	8.6	26	5000	2.5	yes	no	yes	good	no	yes	ckd
247	54	90	1.025	1	0	normal	abnormal	notpresent	notpresent	150	18	1.2	140	4.2	null	null	null	null	no	no	no	poor	yes	yes	ckd
248	59	70	1.01	1	3	abnormal	abnormal	notpresent	notpresent	424	55	1.7	138	4.5	12.6	37	10200	4.1	yes	yes	yes	good	no	no	ckd
249	56	90	1.01	4	1	normal	abnormal	present	notpresent	176	309	13.3	124	6.5	3.1	9	5400	2.1	yes	yes	no	poor	yes	yes	ckd
250	40	80	1.025	0	0	normal	normal	notpresent	notpresent	140	10	1.2	135	5	15	48	10400	4.5	no	no	no	good	no	no	notckd
251	23	80	1.025	0	0	normal	normal	notpresent	notpresent	70	36	1	150	4.6	17	52	9800	5.0	no	no	no	good	no	no	notckd
252	45	80	1.025	0	0	normal	normal	notpresent	notpresent	82	49	0.6	147	4.4	15.9	46	9100	4.7	no	no	no	good	no	no	notckd
253	57	80	1.025	0	0	normal	normal	notpresent	notpresent	119	17	1.2	135	4.7	15.4	42	6200	6.2	no	no	no	good	no	no	notckd
254	51	60	1.025	0	0	normal	normal	notpresent	notpresent	99	38	0.8	135	3.7	13	49	8300	5.2	no	no	no	good	no	no	notckd
255	34	80	1.025	0	0	normal	normal	notpresent	notpresent	121	27	1.2	144	3.9	13.6	52	9200	6.3	no	no	no	good	no	no	notckd
256	60	80	1.025	0	0	normal	normal	notpresent	notpresent	131	10	0.5	146	5	14.5	41	10700	5.1	no	no	no	good	no	no	notckd
257	38	60	1.02	0	0	normal	normal	notpresent	notpresent	91	36	0.7	135	3.7	14	46	9100	5.8	no	no	no	good	no	no	notckd
258	42	80	1.02	0	0	normal	normal	notpresent	notpresent	98	20	0.5	140	3.5	13.9	44	8400	5.5	no	no	no	good	no	no	notckd
259	35	80	1.02	0	0	normal	normal	notpresent	notpresent	104	31	1.2	135	5	16.1	45	4300	5.2	no	no	no	good	no	no	notckd
260	30	80	1.02	0	0	normal	normal	notpresent	notpresent	131	38	1	147	3.8	14.1	45	9400	5.3	no	no	no	good	no	no	notckd
261	49	80	1.02	0	0	normal	normal	notpresent	notpresent	122	32	1.2	139	3.9	17	41	5600	4.9	no	no	no	good	no	no	notckd
262	55	80	1.02	0	0	normal	normal	notpresent	notpresent	118	18	0.9	135	3.6	15.5	43	7200	5.4	no	no	no	good	no	no	notckd
263	45	80	1.02	0	0	normal	normal	notpresent	notpresent	117	46	1.2	137	5	16.2	45	8600	5.2	no	no	no	good	no	no	notckd
264	42	80	1.02	0	0	normal	normal	notpresent	notpresent	132	24	0.7	140	4.1	14.4	50	5000	4.5	no	no	no	good	no	no	notckd
265	50	80	1.02	0	0	normal	normal	notpresent	notpresent	97	40	0.6	150	4.5	14.2	48	10500	5.0	no	no	no	good	no	no	notckd
266	55	80	1.02	0	0	normal	normal	notpresent	notpresent	133	17	1.2	135	4.8	13.2	41	6800	5.3	no	no	no	good	no	no	notckd
267	48	80	1.025	0	0	normal	normal	notpresent	notpresent	122	33	0.9	146	3.9	13.9	48	9500	4.8	no	no	no	good	no	no	notckd
268	null	80	null	null	null	null	null	notpresent	notpresent	100	49	1	140	5	16.3	53	8500	4.9	no	no	no	good	no	no	notckd
269	25	80	1.025	0	0	normal	normal	notpresent	notpresent	121	19	1.2	142	4.9	15	48	6900	5.3	no	no	no	good	no	no	notckd
270	23	80	1.025	0	0	normal	normal	notpresent	notpresent	111	34	1.1	145	4	14.3	41	7200	5.0	no	no	no	good	no	no	notckd
271	30	80	1.025	0	0	normal	normal	notpresent	notpresent	96	25	0.5	144	4.8	13.8	42	9000	4.5	no	no	no	good	no	no	notckd
272	56	80	1.025	0	0	normal	normal	notpresent	notpresent	139	15	1.2	135	5	14.8	42	5600	5.5	no	no	no	good	no	no	notckd
273	47	80	1.02	0	0	normal	normal	notpresent	notpresent	95	35	0.9	140	4.1	null	null	null	null	no	no	no	good	no	no	notckd
274	19	80	1.02	0	0	normal	normal	notpresent	notpresent	107	23	0.7	141	4.2	14.4	44	null	null	no	no	no	good	no	no	notckd
275	52	80	1.02	0	0	normal	normal	notpresent	notpresent	125	22	1.2	139	4.6	16.5	43	4700	4.6	no	no	no	good	no	no	notckd
276	20	60	1.025	0	0	normal	normal	notpresent	notpresent	null	null	null	137	4.7	14	41	4500	5.5	no	no	no	good	no	no	notckd
277	46	60	1.025	0	0	normal	normal	notpresent	notpresent	123	46	1	135	5	15.7	50	6300	4.8	no	no	no	good	no	no	notckd
278	48	60	1.02	0	0	normal	normal	notpresent	notpresent	112	44	1.2	142	4.9	14.5	44	9400	6.4	no	no	no	good	no	no	notckd
279	24	70	1.025	0	0	normal	normal	notpresent	notpresent	140	23	0.6	140	4.7	16.3	48	5800	5.6	no	no	no	good	no	no	notckd
280	47	80	null	null	null	null	null	notpresent	notpresent	93	33	0.9	144	4.5	13.3	52	8100	5.2	no	no	no	good	no	no	notckd
281	55	80	1.025	0	0	normal	normal	notpresent	notpresent	130	50	1.2	147	5	15.5	41	9100	6.0	no	no	no	good	no	no	notckd
282	20	70	1.02	0	0	normal	normal	notpresent	notpresent	123	44	1	135	3.8	14.6	44	5500	4.8	no	no	no	good	no	no	notckd
283	60	70	1.02	0	0	normal	normal	notpresent	notpresent	null	null	null	null	null	16.4	43	10800	5.7	no	no	no	good	no	no	notckd
284	33	80	1.025	0	0	normal	normal	notpresent	notpresent	100	37	1.2	142	4	16.9	52	6700	6.0	no	no	no	good	no	no	notckd
285	66	70	1.02	0	0	normal	normal	notpresent	notpresent	94	19	0.7	135	3.9	16	41	5300	5.9	no	no	no	good	no	no	notckd
286	71	70	1.02	0	0	normal	normal	notpresent	notpresent	81	18	0.8	145	5	14.7	44	9800	6.0	no	no	no	good	no	no	notckd
287	39	70	1.025	0	0	normal	normal	notpresent	notpresent	124	22	0.6	137	3.8	13.4	43	null	null	no	no	no	good	no	no	notckd
288	56	70	1.025	0	0	normal	normal	notpresent	notpresent	70	46	1.2	135	4.9	15.9	50	11000	5.1	null	null	null	good	no	no	notckd
289	42	70	1.02	0	0	normal	normal	notpresent	notpresent	93	32	0.9	143	4.7	16.6	43	7100	5.3	no	no	no	good	no	no	notckd
290	54	70	1.02	0	0	null	null	null	null	76	28	0.6	146	3.5	14.8	52	8400	5.9	no	no	no	good	no	no	notckd
291	47	80	1.025	0	0	normal	normal	notpresent	notpresent	124	44	1	140	4.9	14.9	41	7000	5.7	no	no	no	good	no	no	notckd
292	30	80	1.02	0	0	normal	normal	notpresent	notpresent	89	42	0.5	139	5	16.7	52	10200	5.0	no	no	no	good	no	no	notckd
293	50	null	1.02	0	0	normal	normal	notpresent	notpresent	92	19	1.2	150	4.8	14.9	48	4700	5.4	no	no	no	good	no	no	notckd
294	75	60	1.02	0	0	normal	normal	notpresent	notpresent	110	50	0.7	135	5	14.3	40	8300	5.8	no	no	no	null	null	null	notckd
295	44	70	null	null	null	null	null	notpresent	notpresent	106	25	0.9	150	3.6	15	50	9600	6.5	no	no	no	good	no	no	notckd
296	41	70	1.02	0	0	normal	normal	notpresent	notpresent	125	38	0.6	140	5	16.8	41	6300	5.9	no	no	no	good	no	no	notckd
297	53	60	1.025	0	0	normal	normal	notpresent	notpresent	116	26	1	146	4.9	15.8	45	7700	5.2	null	null	null	good	no	no	notckd
298	34	60	1.02	0	0	normal	normal	notpresent	notpresent	91	49	1.2	135	4.5	13.5	48	8600	4.9	no	no	no	good	no	no	notckd
299	73	60	1.02	0	0	normal	normal	notpresent	notpresent	127	48	0.5	150	3.5	15.1	52	11000	4.7	no	no	no	good	no	no	notckd

Subsets and Splits