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Apr 7, 2024

2e8d6bd · Apr 7, 2024

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healthcare-dataset-stroke-data.csv

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1	id	gender	age	hypertension	heart_disease	ever_married	work_type	Residence_type	avg_glucose_level	bmi	smoking_status	stroke
2	9046	Male	67	0	1	Yes	Private	Urban	228.69	36.6	formerly smoked	1
3	51676	Female	61	0	0	Yes	Self-employed	Rural	202.21	N/A	never smoked	1
4	31112	Male	80	0	1	Yes	Private	Rural	105.92	32.5	never smoked	1
5	60182	Female	49	0	0	Yes	Private	Urban	171.23	34.4	smokes	1
6	1665	Female	79	1	0	Yes	Self-employed	Rural	174.12	24	never smoked	1
7	56669	Male	81	0	0	Yes	Private	Urban	186.21	29	formerly smoked	1
8	53882	Male	74	1	1	Yes	Private	Rural	70.09	27.4	never smoked	1
9	10434	Female	69	0	0	No	Private	Urban	94.39	22.8	never smoked	1
10	27419	Female	59	0	0	Yes	Private	Rural	76.15	N/A	Unknown	1
11	60491	Female	78	0	0	Yes	Private	Urban	58.57	24.2	Unknown	1
12	12109	Female	81	1	0	Yes	Private	Rural	80.43	29.7	never smoked	1
13	12095	Female	61	0	1	Yes	Govt_job	Rural	120.46	36.8	smokes	1
14	12175	Female	54	0	0	Yes	Private	Urban	104.51	27.3	smokes	1
15	8213	Male	78	0	1	Yes	Private	Urban	219.84	N/A	Unknown	1
16	5317	Female	79	0	1	Yes	Private	Urban	214.09	28.2	never smoked	1
17	58202	Female	50	1	0	Yes	Self-employed	Rural	167.41	30.9	never smoked	1
18	56112	Male	64	0	1	Yes	Private	Urban	191.61	37.5	smokes	1
19	34120	Male	75	1	0	Yes	Private	Urban	221.29	25.8	smokes	1
20	27458	Female	60	0	0	No	Private	Urban	89.22	37.8	never smoked	1
21	25226	Male	57	0	1	No	Govt_job	Urban	217.08	N/A	Unknown	1
22	70630	Female	71	0	0	Yes	Govt_job	Rural	193.94	22.4	smokes	1
23	13861	Female	52	1	0	Yes	Self-employed	Urban	233.29	48.9	never smoked	1
24	68794	Female	79	0	0	Yes	Self-employed	Urban	228.7	26.6	never smoked	1
25	64778	Male	82	0	1	Yes	Private	Rural	208.3	32.5	Unknown	1
26	4219	Male	71	0	0	Yes	Private	Urban	102.87	27.2	formerly smoked	1
27	70822	Male	80	0	0	Yes	Self-employed	Rural	104.12	23.5	never smoked	1
28	38047	Female	65	0	0	Yes	Private	Rural	100.98	28.2	formerly smoked	1
29	61843	Male	58	0	0	Yes	Private	Rural	189.84	N/A	Unknown	1
30	54827	Male	69	0	1	Yes	Self-employed	Urban	195.23	28.3	smokes	1
31	69160	Male	59	0	0	Yes	Private	Rural	211.78	N/A	formerly smoked	1
32	43717	Male	57	1	0	Yes	Private	Urban	212.08	44.2	smokes	1
33	33879	Male	42	0	0	Yes	Private	Rural	83.41	25.4	Unknown	1
34	39373	Female	82	1	0	Yes	Self-employed	Urban	196.92	22.2	never smoked	1
35	54401	Male	80	0	1	Yes	Self-employed	Urban	252.72	30.5	formerly smoked	1
36	14248	Male	48	0	0	No	Govt_job	Urban	84.2	29.7	never smoked	1
37	712	Female	82	1	1	No	Private	Rural	84.03	26.5	formerly smoked	1
38	47269	Male	74	0	0	Yes	Private	Rural	219.72	33.7	formerly smoked	1
39	24977	Female	72	1	0	Yes	Private	Rural	74.63	23.1	formerly smoked	1
40	47306	Male	58	0	0	No	Private	Rural	92.62	32	Unknown	1
41	62602	Female	49	0	0	Yes	Private	Urban	60.91	29.9	never smoked	1
42	4651	Male	78	0	0	Yes	Private	Rural	78.03	23.9	formerly smoked	1
43	1261	Male	54	0	0	Yes	Private	Urban	71.22	28.5	never smoked	1
44	61960	Male	82	0	1	Yes	Private	Urban	144.9	26.4	smokes	1
45	1845	Female	63	0	0	Yes	Private	Urban	90.9	N/A	formerly smoked	1
46	7937	Male	60	1	0	Yes	Govt_job	Urban	213.03	20.2	smokes	1
47	19824	Male	76	1	0	Yes	Private	Rural	243.58	33.6	never smoked	1
48	37937	Female	75	0	1	No	Self-employed	Urban	109.78	N/A	Unknown	1
49	47472	Female	58	0	0	Yes	Private	Urban	107.26	38.6	formerly smoked	1
50	35626	Male	81	0	0	Yes	Self-employed	Urban	99.33	33.7	never smoked	1
51	36338	Female	39	1	0	Yes	Private	Rural	58.09	39.2	smokes	1
52	18587	Female	76	0	0	No	Private	Urban	89.96	N/A	Unknown	1
53	15102	Male	78	1	0	Yes	Private	Urban	75.32	N/A	formerly smoked	1
54	59190	Female	79	0	1	Yes	Private	Rural	127.29	27.7	never smoked	1
55	47167	Female	77	1	0	Yes	Self-employed	Urban	124.13	31.4	never smoked	1
56	8752	Female	63	0	0	Yes	Govt_job	Urban	197.54	N/A	never smoked	1
57	25831	Male	63	0	1	Yes	Private	Rural	196.71	36.5	formerly smoked	1
58	38829	Female	82	0	0	Yes	Private	Rural	59.32	33.2	never smoked	1
59	66400	Male	78	0	0	Yes	Private	Urban	237.75	N/A	formerly smoked	1
60	58631	Male	73	1	0	Yes	Self-employed	Urban	194.99	32.8	never smoked	1
61	5111	Female	54	1	0	Yes	Govt_job	Urban	180.93	27.7	never smoked	1
62	10710	Female	56	0	0	Yes	Private	Urban	185.17	40.4	formerly smoked	1
63	55927	Female	80	1	0	Yes	Private	Rural	74.9	22.2	never smoked	1
64	65842	Female	67	1	0	Yes	Self-employed	Rural	61.94	25.3	smokes	1
65	19557	Female	45	0	0	Yes	Private	Rural	93.72	30.2	formerly smoked	1
66	7356	Male	75	0	0	Yes	Private	Urban	104.72	N/A	Unknown	1
67	17013	Male	78	1	0	No	Private	Urban	113.01	24	never smoked	1
68	17004	Female	70	0	0	Yes	Private	Urban	221.58	47.5	never smoked	1
69	72366	Male	76	0	0	Yes	Private	Urban	104.47	20.3	Unknown	1
70	6118	Male	59	0	0	Yes	Private	Urban	86.23	30	formerly smoked	1
71	7371	Female	80	1	0	Yes	Self-employed	Rural	72.67	28.9	never smoked	1
72	70676	Female	76	0	0	Yes	Govt_job	Rural	62.57	N/A	formerly smoked	1
73	2326	Female	67	1	0	Yes	Private	Rural	179.12	28.1	formerly smoked	1
74	27169	Female	66	1	0	Yes	Govt_job	Rural	116.55	31.1	formerly smoked	1
75	50784	Male	63	0	0	Yes	Private	Rural	228.56	27.4	never smoked	1
76	19773	Female	52	0	0	Yes	Private	Rural	96.59	26.4	never smoked	1
77	66159	Female	80	0	1	Yes	Self-employed	Rural	66.72	21.7	formerly smoked	1
78	36236	Male	80	1	0	Yes	Private	Urban	240.09	27	never smoked	1
79	71673	Female	79	0	0	Yes	Private	Urban	110.85	24.1	formerly smoked	1
80	45805	Female	51	0	0	Yes	Private	Urban	165.31	N/A	never smoked	1
81	42117	Male	43	0	0	Yes	Self-employed	Urban	143.43	45.9	Unknown	1
82	57419	Male	59	0	0	Yes	Private	Rural	96.16	44.1	Unknown	1
83	26015	Female	66	0	0	Yes	Self-employed	Urban	101.45	N/A	Unknown	1
84	26727	Female	79	0	0	No	Private	Rural	88.92	22.9	never smoked	1
85	66638	Female	68	1	0	No	Self-employed	Urban	79.79	29.7	never smoked	1
86	70042	Male	58	0	0	Yes	Private	Urban	71.2	N/A	Unknown	1
87	32399	Male	54	0	0	Yes	Private	Rural	96.97	29.1	smokes	1
88	3253	Male	61	0	1	Yes	Private	Rural	111.81	27.3	smokes	1
89	71796	Female	70	0	1	Yes	Private	Rural	59.35	32.3	formerly smoked	1
90	14499	Male	47	0	0	Yes	Private	Urban	86.94	41.1	formerly smoked	1
91	49130	Male	74	0	0	Yes	Private	Urban	98.55	25.6	Unknown	1
92	28291	Female	79	0	1	Yes	Private	Urban	226.98	29.8	never smoked	1
93	51169	Male	81	0	0	Yes	Private	Urban	72.81	26.3	never smoked	1
94	66315	Female	57	0	0	No	Self-employed	Urban	68.02	37.5	never smoked	1
95	37726	Female	80	1	0	Yes	Self-employed	Urban	68.56	26.2	Unknown	1
96	54385	Male	45	0	0	Yes	Private	Rural	64.14	29.4	never smoked	1
97	2458	Female	78	0	0	Yes	Private	Rural	235.63	32.3	never smoked	1
98	35512	Female	70	0	0	Yes	Self-employed	Rural	76.34	24.4	formerly smoked	1
99	56841	Male	58	0	1	Yes	Private	Rural	240.59	31.4	smokes	1
100	8154	Male	57	1	0	Yes	Govt_job	Urban	78.92	27.7	formerly smoked	1
101	4639	Female	69	0	0	Yes	Govt_job	Urban	82.81	28	never smoked	1
102	12363	Male	64	0	1	Yes	Govt_job	Urban	74.1	28.8	Unknown	1
103	63973	Female	77	0	0	Yes	Govt_job	Rural	190.32	31.4	never smoked	1
104	45277	Female	74	0	0	Yes	Private	Rural	231.61	34.6	formerly smoked	1
105	4712	Female	81	0	1	Yes	Self-employed	Rural	78.7	19.4	Unknown	1
106	33175	Female	57	0	0	Yes	Govt_job	Urban	110.52	28.5	Unknown	1
107	2346	Male	58	0	0	Yes	Private	Urban	82.3	N/A	smokes	1
108	42072	Female	50	1	0	Yes	Private	Rural	73.18	30.3	formerly smoked	1
109	12062	Female	54	0	0	Yes	Self-employed	Rural	191.82	40.4	smokes	1
110	30456	Female	79	0	0	Yes	Private	Rural	93.05	24.2	never smoked	1
111	59125	Female	53	0	0	Yes	Govt_job	Urban	64.17	41.5	never smoked	1
112	56546	Male	79	0	1	Yes	Private	Rural	129.98	22.6	formerly smoked	1
113	48405	Male	80	0	1	Yes	Private	Urban	68.53	24.2	smokes	1
114	36706	Female	76	0	0	Yes	Self-employed	Urban	106.41	N/A	formerly smoked	1
115	41069	Female	45	0	0	Yes	Private	Rural	224.1	56.6	never smoked	1
116	71639	Female	68	0	0	No	Govt_job	Urban	82.1	27.1	Unknown	1
117	53401	Male	71	1	1	No	Govt_job	Rural	216.94	30.9	never smoked	1
118	60744	Male	61	1	0	Yes	Self-employed	Rural	76.11	27.3	smokes	1
119	7547	Male	74	0	0	Yes	Private	Urban	72.96	31.3	smokes	1
120	31720	Female	38	0	0	No	Self-employed	Urban	82.28	24	formerly smoked	1
121	5563	Female	77	0	0	Yes	Private	Urban	105.22	31	never smoked	1
122	68798	Female	58	0	0	Yes	Private	Rural	59.86	28	formerly smoked	1
123	72918	Female	53	1	0	Yes	Private	Urban	62.55	30.3	Unknown	1
124	13491	Male	80	0	0	Yes	Private	Rural	259.63	31.7	smokes	1
125	44033	Male	56	1	0	Yes	Private	Rural	249.31	35.8	never smoked	1
126	14164	Female	72	0	0	Yes	Private	Urban	219.91	N/A	Unknown	1
127	50522	Female	72	0	0	Yes	Govt_job	Urban	131.41	28.4	never smoked	1
128	3352	Male	78	1	0	Yes	Self-employed	Urban	93.13	N/A	formerly smoked	1
129	70943	Female	80	0	0	Yes	Private	Urban	73.54	24	Unknown	1
130	37132	Male	82	0	0	Yes	Govt_job	Urban	200.59	29	formerly smoked	1
131	48796	Female	75	0	0	Yes	Govt_job	Urban	62.48	N/A	Unknown	1
132	53440	Female	73	1	0	Yes	Private	Rural	190.14	36.5	never smoked	1
133	16817	Female	78	1	0	No	Private	Urban	130.54	20.1	never smoked	1
134	69551	Male	69	1	0	No	Private	Rural	182.99	36.5	never smoked	1
135	31563	Female	38	0	0	Yes	Private	Rural	101.45	N/A	formerly smoked	1
136	20387	Female	68	1	0	Yes	Self-employed	Rural	206.09	26.7	never smoked	1
137	71279	Female	71	0	0	Yes	Govt_job	Urban	263.32	38.7	never smoked	1
138	55824	Male	76	0	0	Yes	Private	Urban	140.1	29.9	formerly smoked	1
139	11762	Female	76	0	0	Yes	Private	Urban	207.28	34.9	Unknown	1
140	29281	Male	76	1	0	Yes	Self-employed	Rural	194.37	27	formerly smoked	1
141	30683	Female	75	0	0	Yes	Private	Rural	199.2	26.6	Unknown	1
142	20439	Male	82	0	1	Yes	Govt_job	Rural	103.68	25	never smoked	1
143	45965	Female	59	0	0	Yes	Private	Rural	116.44	23.8	smokes	1
144	8045	Female	74	1	0	Yes	Private	Urban	70.28	21.8	never smoked	1
145	37651	Female	69	1	1	No	Self-employed	Urban	72.17	36.8	never smoked	1
146	17308	Female	72	1	0	Yes	Private	Urban	221.79	30	never smoked	1
147	67981	Male	66	0	0	Yes	Private	Urban	151.16	27.5	formerly smoked	1
148	41241	Male	65	0	0	Yes	Self-employed	Urban	68.43	N/A	formerly smoked	1
149	62861	Female	78	0	0	Yes	Private	Urban	67.29	24.6	never smoked	1
150	72081	Female	57	1	0	Yes	Govt_job	Rural	67.41	32.9	never smoked	1
151	58978	Female	70	0	1	Yes	Private	Rural	239.07	26.1	never smoked	1
152	11933	Female	79	0	0	Yes	Private	Rural	169.67	N/A	Unknown	1
153	46703	Male	68	0	1	Yes	Private	Urban	223.83	31.9	formerly smoked	1
154	32503	Female	80	0	0	Yes	Self-employed	Urban	76.57	34.1	never smoked	1
155	12482	Male	68	0	0	Yes	Self-employed	Urban	77.82	27.5	smokes	1
156	56939	Female	55	0	0	Yes	Self-employed	Rural	92.98	25.6	never smoked	1
157	24669	Female	77	0	1	Yes	Private	Rural	231.56	36.9	never smoked	1
158	43054	Female	50	0	0	Yes	Private	Rural	102.16	31.4	smokes	1
159	59437	Female	57	0	0	Yes	Private	Urban	221.89	37.3	smokes	1
160	66258	Female	71	0	0	Yes	Self-employed	Urban	195.71	34.1	formerly smoked	1
161	34567	Female	81	1	0	Yes	Self-employed	Rural	74.02	25	never smoked	1
162	50931	Female	76	0	0	Yes	Private	Urban	57.92	N/A	formerly smoked	1
163	16590	Male	71	0	1	Yes	Private	Urban	81.76	N/A	smokes	1
164	69768	Female	1.32	0	0	No	children	Urban	70.37	N/A	Unknown	1
165	20426	Female	78	1	0	No	Private	Urban	203.87	45.7	never smoked	1
166	3512	Female	70	1	0	Yes	Self-employed	Urban	89.13	34.2	formerly smoked	1
167	42899	Male	78	0	0	Yes	Self-employed	Urban	133.19	23.6	formerly smoked	1
168	63453	Female	56	0	0	Yes	Govt_job	Rural	162.23	27.3	Unknown	1
169	43364	Male	79	1	0	Yes	Private	Rural	75.02	N/A	never smoked	1
170	44993	Female	79	1	0	No	Govt_job	Urban	98.02	22.3	formerly smoked	1
171	210	Male	81	0	0	Yes	Self-employed	Rural	91.54	31.4	never smoked	1
172	28939	Male	64	0	0	Yes	Self-employed	Rural	111.98	N/A	formerly smoked	1
173	60739	Female	79	1	1	No	Self-employed	Rural	60.94	N/A	never smoked	1
174	67432	Female	60	0	0	Yes	Private	Urban	97.43	26.4	smokes	1
175	2182	Female	80	1	0	Yes	Self-employed	Rural	91.02	32.9	formerly smoked	1
176	40899	Female	78	0	0	Yes	Self-employed	Rural	60.67	N/A	formerly smoked	1
177	14431	Male	72	1	0	Yes	Self-employed	Rural	185.49	37.1	never smoked	1
178	62466	Female	80	0	0	Yes	Private	Urban	64.44	45	never smoked	1
179	36841	Male	78	1	0	Yes	Self-employed	Rural	56.11	25.5	formerly smoked	1
180	33486	Female	80	0	0	Yes	Govt_job	Urban	110.66	N/A	Unknown	1
181	65105	Male	81	0	0	Yes	Private	Urban	213.22	26.1	Unknown	1
182	54567	Female	46	0	0	Yes	Private	Urban	78.18	30.8	never smoked	1
183	66204	Male	59	0	0	Yes	Private	Urban	111.04	32	formerly smoked	1
184	39912	Female	32	0	0	Yes	Private	Rural	76.13	29.9	smokes	1
185	8003	Female	77	0	0	No	Private	Urban	81.32	N/A	Unknown	1
186	28378	Male	61	1	1	Yes	Private	Urban	112.24	37.4	smokes	1
187	41081	Male	63	0	0	Yes	Private	Rural	137.3	31.7	formerly smoked	1
188	16077	Male	63	0	1	Yes	Self-employed	Urban	116.69	34.5	formerly smoked	1
189	67895	Female	82	1	1	Yes	Govt_job	Urban	215.94	27.9	formerly smoked	1
190	30184	Male	82	0	0	Yes	Private	Rural	86.62	29.5	formerly smoked	1
191	66955	Male	61	0	1	Yes	Private	Urban	209.86	N/A	Unknown	1
192	24905	Female	65	0	0	Yes	Private	Urban	205.77	46	formerly smoked	1
193	66071	Male	51	1	0	Yes	Private	Urban	112.16	42.5	formerly smoked	1
194	36255	Male	59	0	0	Yes	Self-employed	Rural	118.03	35.5	smokes	1
195	69112	Male	68	1	1	Yes	Private	Rural	271.74	31.1	smokes	1
196	23410	Female	72	0	0	Yes	Private	Rural	97.92	26.9	smokes	1
197	64373	Male	59	0	0	Yes	Private	Urban	200.62	35.8	formerly smoked	1
198	58267	Male	70	1	0	Yes	Private	Rural	242.52	45.5	formerly smoked	1
199	35684	Male	69	0	0	Yes	Private	Rural	93.81	28.5	Unknown	1
200	18937	Male	79	0	0	Yes	Private	Rural	114.77	N/A	formerly smoked	1
201	491	Female	74	0	0	Yes	Self-employed	Urban	74.96	26.6	never smoked	1
202	54695	Male	74	0	0	Yes	Private	Urban	167.13	N/A	Unknown	1