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Kathleen Warren
KathleenW/
BrainStrokePrediction
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[5b8c3f]: / full_filled_stroke_data (1).csv

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# gender age hypertension heart_disease ever_married work_type Residence_type avg_glucose_level bmi smoking_status stroke
1 Female 61.0 0 0 Yes Self-employed Rural 202.21 31.555602417555065 never smoked 1
2 Female 59.0 0 0 Yes Private Rural 76.15 30.24293671780551 Unknown 1
3 Male 78.0 0 1 Yes Private Urban 219.84 30.698951437189447 Unknown 1
4 Male 57.0 0 1 No Govt_job Urban 217.08 33.80840960032553 Unknown 1
5 Male 58.0 0 0 Yes Private Rural 189.84 31.378533851873115 Unknown 1
6 Male 59.0 0 0 Yes Private Rural 211.78 33.4845680869329 formerly smoked 1
7 Female 63.0 0 0 Yes Private Urban 90.9 30.042545164065906 formerly smoked 1
8 Female 75.0 0 1 No Self-employed Urban 109.78 28.31827337114426 Unknown 1
9 Female 76.0 0 0 No Private Urban 89.96 28.397892673424312 Unknown 1
10 Male 78.0 1 0 Yes Private Urban 75.32 29.139780244728872 formerly smoked 1
11 Female 63.0 0 0 Yes Govt_job Urban 197.54 31.602317143886843 never smoked 1
12 Male 78.0 0 0 Yes Private Urban 237.75 29.316691843518786 formerly smoked 1
13 Male 75.0 0 0 Yes Private Urban 104.72 28.31827337114426 Unknown 1
14 Female 76.0 0 0 Yes Govt_job Rural 62.57 27.954912232096934 formerly smoked 1
15 Female 51.0 0 0 Yes Private Urban 165.31 30.491106831242366 never smoked 1
16 Female 66.0 0 0 Yes Self-employed Urban 101.45 29.292953098797682 Unknown 1
17 Male 58.0 0 0 Yes Private Urban 71.2 30.003880754655786 Unknown 1
18 Male 58.0 0 0 Yes Private Urban 82.3 30.199570565349735 smokes 1
19 Female 76.0 0 0 Yes Self-employed Urban 106.41 28.202069360450302 formerly smoked 1
20 Female 72.0 0 0 Yes Private Urban 219.91 32.120369077356244 Unknown 1
21 Male 78.0 1 0 Yes Self-employed Urban 93.13 29.210833962046138 formerly smoked 1
22 Female 75.0 0 0 Yes Govt_job Urban 62.48 28.070471960148872 Unknown 1
23 Female 38.0 0 0 Yes Private Rural 101.45 29.863774950891848 formerly smoked 1
24 Male 65.0 0 0 Yes Self-employed Urban 68.43 29.583323235372124 formerly smoked 1
25 Female 79.0 0 0 Yes Private Rural 169.67 27.971856904548776 Unknown 1
26 Female 76.0 0 0 Yes Private Urban 57.92 27.940892278838152 formerly smoked 1
27 Male 71.0 0 1 Yes Private Urban 81.76 28.9457498615031 smokes 1
28 Female 1.32 0 0 No children Urban 70.37 18.719259745575055 Unknown 1
29 Male 79.0 1 0 Yes Private Rural 75.02 29.139780244728872 never smoked 1
30 Male 64.0 0 0 Yes Self-employed Rural 111.98 29.79052811527944 formerly smoked 1
31 Female 79.0 1 1 No Self-employed Rural 60.94 28.759856260413944 never smoked 1
32 Female 78.0 0 0 Yes Self-employed Rural 60.67 27.08627617177477 formerly smoked 1
33 Female 80.0 0 0 Yes Govt_job Urban 110.66 27.282122315103724 Unknown 1
34 Female 77.0 0 0 No Private Urban 81.32 28.08147438013183 Unknown 1
35 Male 61.0 0 1 Yes Private Urban 209.86 32.94704544116234 Unknown 1
36 Male 79.0 0 0 Yes Private Rural 114.77 27.243396290267707 formerly smoked 1
37 Male 74.0 0 0 Yes Private Urban 167.13 28.736400149250798 Unknown 1
38 Female 76.0 1 1 Yes Self-employed Urban 199.86 31.684031473836264 smokes 1
39 Male 74.0 0 0 Yes Self-employed Rural 60.98 28.070471960148872 never smoked 1
40 Male 71.0 1 0 Yes Self-employed Rural 87.8 30.763683412344054 Unknown 1
41 Male 34.0 0 1 Yes Private Urban 106.23 29.70237259796381 formerly smoked 0
42 Female 76.0 1 0 Yes Self-employed Urban 209.58 33.07902301871912 never smoked 0
43 Female 63.0 0 0 Yes Govt_job Rural 79.92 29.970218681520958 smokes 0
44 Male 61.0 0 0 Yes Govt_job Urban 184.15 30.863162932887985 Unknown 0
45 Male 54.0 1 0 Yes Private Rural 198.69 33.737576205047304 smokes 0
46 Male 40.0 0 0 Yes Private Rural 89.77 30.0668053524742 smokes 0
47 Female 48.0 1 0 No Private Rural 118.14 31.697085992503364 formerly smoked 0
48 Male 61.0 0 1 Yes Private Urban 88.27 29.99730179513789 never smoked 0
49 Male 31.0 1 0 Yes Govt_job Urban 92.11 31.198140115564627 never smoked 0
50 Female 43.0 0 0 Yes Govt_job Rural 107.42 29.854190333221652 never smoked 0
51 Female 9.0 0 0 No children Urban 95.81 20.018427356531838 Unknown 0
52 Male 52.0 0 0 Yes Private Urban 226.7 33.117246460733575 smokes 0
53 Female 77.0 0 1 Yes Private Rural 183.1 28.982843563019326 never smoked 0
54 Female 17.0 0 0 No Private Rural 83.23 26.420807382569834 never smoked 0
55 Female 71.0 0 0 Yes Self-employed Urban 91.35 29.016504284733173 formerly smoked 0
56 Female 35.0 0 0 No Govt_job Urban 83.76 29.789599917563965 smokes 0
57 Female 23.0 0 0 No Private Urban 110.16 26.997282265398667 never smoked 0
58 Male 40.0 0 0 No Private Urban 88.27 30.0668053524742 formerly smoked 0
59 Female 23.0 0 0 No Private Rural 193.22 28.383477868385224 smokes 0
60 Female 71.0 1 0 Yes Self-employed Rural 66.12 30.375307026800215 never smoked 0
61 Male 13.0 0 0 No children Urban 71.73 22.562797542765956 Unknown 0
62 Male 73.0 1 0 Yes Self-employed Rural 102.06 30.19632033911637 Unknown 0
63 Female 3.0 0 0 No children Urban 79.63 18.896758341975225 Unknown 0
64 Male 51.0 0 0 Yes Private Rural 217.71 33.749649271841086 formerly smoked 0
65 Male 35.0 0 0 Yes Private Rural 115.92 29.612603644460908 formerly smoked 0
66 Female 73.0 0 0 Yes Self-employed Rural 79.69 28.596578523400677 formerly smoked 0
67 Female 6.0 0 0 No children Urban 201.25 20.50813016611414 Unknown 0
68 Male 46.0 1 0 Yes Private Rural 73.72 31.606570696468122 smokes 0
69 Female 71.0 0 0 Yes Private Urban 214.77 32.27387095184459 Unknown 0
70 Female 54.0 1 0 Yes Private Rural 98.74 31.89971211530221 never smoked 0
71 Female 80.0 0 0 Yes Govt_job Urban 84.86 27.411314469808467 Unknown 0
72 Female 49.0 0 0 Yes Private Rural 67.27 29.876490922740366 formerly smoked 0
73 Male 72.0 0 0 Yes Self-employed Rural 72.09 28.54569321378707 smokes 0
74 Male 25.0 0 0 Yes Private Rural 78.29 27.173222235093398 smokes 0
75 Male 27.0 0 0 No Private Rural 191.79 28.89969575625761 smokes 0
76 Male 51.0 1 0 Yes Private Rural 163.56 32.29329460570186 formerly smoked 0
77 Male 48.0 0 0 Yes Self-employed Rural 216.88 33.69541657142078 smokes 0
78 Male 7.0 0 0 No children Urban 87.94 19.483194786207072 Unknown 0
79 Female 61.0 1 1 Yes Private Urban 237.58 33.746401289230256 formerly smoked 0
80 Female 25.0 0 0 Yes Govt_job Urban 93.23 27.24120740794051 smokes 0
81 Male 30.0 0 0 Yes Private Urban 91.23 29.28032172443538 smokes 0
82 Male 71.0 1 0 Yes Self-employed Rural 93.6 30.719672786758665 never smoked 0
83 Male 47.0 0 0 No Private Rural 237.17 32.05850252051601 Unknown 0
84 Male 76.0 0 1 Yes Private Urban 79.05 28.328095943797504 Unknown 0
85 Female 29.0 0 0 No Private Urban 81.43 28.61994283496398 formerly smoked 0
86 Female 48.0 0 1 Yes Self-employed Urban 101.22 30.006573102139797 formerly smoked 0
87 Female 57.0 1 0 Yes Private Urban 210.0 35.18860462517498 never smoked 0
88 Male 58.0 0 0 Yes Private Urban 94.0 30.272074039541987 Unknown 0
89 Male 45.0 0 1 Yes Private Rural 93.77 30.013810750424852 Unknown 0
90 Male 66.0 0 0 Yes Private Urban 190.4 30.538184095161768 formerly smoked 0
91 Male 59.0 0 1 Yes Govt_job Urban 188.69 31.378533851873115 formerly smoked 0
92 Male 34.0 0 0 Yes Private Rural 86.51 29.904709563307257 formerly smoked 0
93 Male 69.0 1 0 Yes Private Rural 107.11 30.624831677910333 smokes 0
94 Male 66.0 0 0 Yes Self-employed Urban 71.38 29.18710939880596 formerly smoked 0
95 Female 48.0 0 0 Yes Self-employed Rural 209.9 33.17294727137241 smokes 0
96 Male 32.0 0 0 No Private Rural 95.58 29.752554356966748 smokes 0
97 Male 60.0 0 0 Yes Self-employed Urban 185.71 31.378533851873115 Unknown 0
98 Female 30.0 0 0 No Govt_job Urban 88.2 29.28032172443538 smokes 0
99 Female 60.0 0 0 Yes Self-employed Urban 203.04 32.130179775170376 smokes 0
100 Male 10.0 0 0 No children Rural 99.87 20.263791073638025 formerly smoked 0