Datasets:
Gilberto Topp
gilberto-topp/
StrokePrediction
0
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[2561fc]: / healthcare-dataset-stroke-data.csv

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# id gender age hypertension heart_disease ever_married work_type Residence_type avg_glucose_level bmi smoking_status stroke
1 9046 Male 67 0 1 Yes Private Urban 228.69 36.6 formerly smoked 1
2 51676 Female 61 0 0 Yes Self-employed Rural 202.21 N/A never smoked 1
3 31112 Male 80 0 1 Yes Private Rural 105.92 32.5 never smoked 1
4 60182 Female 49 0 0 Yes Private Urban 171.23 34.4 smokes 1
5 1665 Female 79 1 0 Yes Self-employed Rural 174.12 24 never smoked 1
6 56669 Male 81 0 0 Yes Private Urban 186.21 29 formerly smoked 1
7 53882 Male 74 1 1 Yes Private Rural 70.09 27.4 never smoked 1
8 10434 Female 69 0 0 No Private Urban 94.39 22.8 never smoked 1
9 27419 Female 59 0 0 Yes Private Rural 76.15 N/A Unknown 1
10 60491 Female 78 0 0 Yes Private Urban 58.57 24.2 Unknown 1
11 12109 Female 81 1 0 Yes Private Rural 80.43 29.7 never smoked 1
12 12095 Female 61 0 1 Yes Govt_job Rural 120.46 36.8 smokes 1
13 12175 Female 54 0 0 Yes Private Urban 104.51 27.3 smokes 1
14 8213 Male 78 0 1 Yes Private Urban 219.84 N/A Unknown 1
15 5317 Female 79 0 1 Yes Private Urban 214.09 28.2 never smoked 1
16 58202 Female 50 1 0 Yes Self-employed Rural 167.41 30.9 never smoked 1
17 56112 Male 64 0 1 Yes Private Urban 191.61 37.5 smokes 1
18 34120 Male 75 1 0 Yes Private Urban 221.29 25.8 smokes 1
19 27458 Female 60 0 0 No Private Urban 89.22 37.8 never smoked 1
20 25226 Male 57 0 1 No Govt_job Urban 217.08 N/A Unknown 1
21 70630 Female 71 0 0 Yes Govt_job Rural 193.94 22.4 smokes 1
22 13861 Female 52 1 0 Yes Self-employed Urban 233.29 48.9 never smoked 1
23 68794 Female 79 0 0 Yes Self-employed Urban 228.7 26.6 never smoked 1
24 64778 Male 82 0 1 Yes Private Rural 208.3 32.5 Unknown 1
25 4219 Male 71 0 0 Yes Private Urban 102.87 27.2 formerly smoked 1
26 70822 Male 80 0 0 Yes Self-employed Rural 104.12 23.5 never smoked 1
27 38047 Female 65 0 0 Yes Private Rural 100.98 28.2 formerly smoked 1
28 61843 Male 58 0 0 Yes Private Rural 189.84 N/A Unknown 1
29 54827 Male 69 0 1 Yes Self-employed Urban 195.23 28.3 smokes 1
30 69160 Male 59 0 0 Yes Private Rural 211.78 N/A formerly smoked 1
31 43717 Male 57 1 0 Yes Private Urban 212.08 44.2 smokes 1
32 33879 Male 42 0 0 Yes Private Rural 83.41 25.4 Unknown 1
33 39373 Female 82 1 0 Yes Self-employed Urban 196.92 22.2 never smoked 1
34 54401 Male 80 0 1 Yes Self-employed Urban 252.72 30.5 formerly smoked 1
35 14248 Male 48 0 0 No Govt_job Urban 84.2 29.7 never smoked 1
36 712 Female 82 1 1 No Private Rural 84.03 26.5 formerly smoked 1
37 47269 Male 74 0 0 Yes Private Rural 219.72 33.7 formerly smoked 1
38 24977 Female 72 1 0 Yes Private Rural 74.63 23.1 formerly smoked 1
39 47306 Male 58 0 0 No Private Rural 92.62 32 Unknown 1
40 62602 Female 49 0 0 Yes Private Urban 60.91 29.9 never smoked 1
41 4651 Male 78 0 0 Yes Private Rural 78.03 23.9 formerly smoked 1
42 1261 Male 54 0 0 Yes Private Urban 71.22 28.5 never smoked 1
43 61960 Male 82 0 1 Yes Private Urban 144.9 26.4 smokes 1
44 1845 Female 63 0 0 Yes Private Urban 90.9 N/A formerly smoked 1
45 7937 Male 60 1 0 Yes Govt_job Urban 213.03 20.2 smokes 1
46 19824 Male 76 1 0 Yes Private Rural 243.58 33.6 never smoked 1
47 37937 Female 75 0 1 No Self-employed Urban 109.78 N/A Unknown 1
48 47472 Female 58 0 0 Yes Private Urban 107.26 38.6 formerly smoked 1
49 35626 Male 81 0 0 Yes Self-employed Urban 99.33 33.7 never smoked 1
50 36338 Female 39 1 0 Yes Private Rural 58.09 39.2 smokes 1
51 18587 Female 76 0 0 No Private Urban 89.96 N/A Unknown 1
52 15102 Male 78 1 0 Yes Private Urban 75.32 N/A formerly smoked 1
53 59190 Female 79 0 1 Yes Private Rural 127.29 27.7 never smoked 1
54 47167 Female 77 1 0 Yes Self-employed Urban 124.13 31.4 never smoked 1
55 8752 Female 63 0 0 Yes Govt_job Urban 197.54 N/A never smoked 1
56 25831 Male 63 0 1 Yes Private Rural 196.71 36.5 formerly smoked 1
57 38829 Female 82 0 0 Yes Private Rural 59.32 33.2 never smoked 1
58 66400 Male 78 0 0 Yes Private Urban 237.75 N/A formerly smoked 1
59 58631 Male 73 1 0 Yes Self-employed Urban 194.99 32.8 never smoked 1
60 5111 Female 54 1 0 Yes Govt_job Urban 180.93 27.7 never smoked 1
61 10710 Female 56 0 0 Yes Private Urban 185.17 40.4 formerly smoked 1
62 55927 Female 80 1 0 Yes Private Rural 74.9 22.2 never smoked 1
63 65842 Female 67 1 0 Yes Self-employed Rural 61.94 25.3 smokes 1
64 19557 Female 45 0 0 Yes Private Rural 93.72 30.2 formerly smoked 1
65 7356 Male 75 0 0 Yes Private Urban 104.72 N/A Unknown 1
66 17013 Male 78 1 0 No Private Urban 113.01 24 never smoked 1
67 17004 Female 70 0 0 Yes Private Urban 221.58 47.5 never smoked 1
68 72366 Male 76 0 0 Yes Private Urban 104.47 20.3 Unknown 1
69 6118 Male 59 0 0 Yes Private Urban 86.23 30 formerly smoked 1
70 7371 Female 80 1 0 Yes Self-employed Rural 72.67 28.9 never smoked 1
71 70676 Female 76 0 0 Yes Govt_job Rural 62.57 N/A formerly smoked 1
72 2326 Female 67 1 0 Yes Private Rural 179.12 28.1 formerly smoked 1
73 27169 Female 66 1 0 Yes Govt_job Rural 116.55 31.1 formerly smoked 1
74 50784 Male 63 0 0 Yes Private Rural 228.56 27.4 never smoked 1
75 19773 Female 52 0 0 Yes Private Rural 96.59 26.4 never smoked 1
76 66159 Female 80 0 1 Yes Self-employed Rural 66.72 21.7 formerly smoked 1
77 36236 Male 80 1 0 Yes Private Urban 240.09 27 never smoked 1
78 71673 Female 79 0 0 Yes Private Urban 110.85 24.1 formerly smoked 1
79 45805 Female 51 0 0 Yes Private Urban 165.31 N/A never smoked 1
80 42117 Male 43 0 0 Yes Self-employed Urban 143.43 45.9 Unknown 1
81 57419 Male 59 0 0 Yes Private Rural 96.16 44.1 Unknown 1
82 26015 Female 66 0 0 Yes Self-employed Urban 101.45 N/A Unknown 1
83 26727 Female 79 0 0 No Private Rural 88.92 22.9 never smoked 1
84 66638 Female 68 1 0 No Self-employed Urban 79.79 29.7 never smoked 1
85 70042 Male 58 0 0 Yes Private Urban 71.2 N/A Unknown 1
86 32399 Male 54 0 0 Yes Private Rural 96.97 29.1 smokes 1
87 3253 Male 61 0 1 Yes Private Rural 111.81 27.3 smokes 1
88 71796 Female 70 0 1 Yes Private Rural 59.35 32.3 formerly smoked 1
89 14499 Male 47 0 0 Yes Private Urban 86.94 41.1 formerly smoked 1
90 49130 Male 74 0 0 Yes Private Urban 98.55 25.6 Unknown 1
91 28291 Female 79 0 1 Yes Private Urban 226.98 29.8 never smoked 1
92 51169 Male 81 0 0 Yes Private Urban 72.81 26.3 never smoked 1
93 66315 Female 57 0 0 No Self-employed Urban 68.02 37.5 never smoked 1
94 37726 Female 80 1 0 Yes Self-employed Urban 68.56 26.2 Unknown 1
95 54385 Male 45 0 0 Yes Private Rural 64.14 29.4 never smoked 1
96 2458 Female 78 0 0 Yes Private Rural 235.63 32.3 never smoked 1
97 35512 Female 70 0 0 Yes Self-employed Rural 76.34 24.4 formerly smoked 1
98 56841 Male 58 0 1 Yes Private Rural 240.59 31.4 smokes 1
99 8154 Male 57 1 0 Yes Govt_job Urban 78.92 27.7 formerly smoked 1
100 4639 Female 69 0 0 Yes Govt_job Urban 82.81 28 never smoked 1