srieas/TestModel
Tabular Classification
•
Updated
id
int64 67
72.9k
| gender
stringclasses 3
values | age
float64 0.08
82
| hypertension
int64 0
1
| heart_disease
int64 0
1
| ever_married
stringclasses 2
values | work_type
stringclasses 5
values | Residence_type
stringclasses 2
values | avg_glucose_level
float64 55.1
272
| bmi
float64 10.3
97.6
⌀ | smoking_status
stringclasses 4
values | stroke
int64 0
1
|
---|---|---|---|---|---|---|---|---|---|---|---|
9,046 |
Male
| 67 | 0 | 1 |
Yes
|
Private
|
Urban
| 228.69 | 36.6 |
formerly smoked
| 1 |
51,676 |
Female
| 61 | 0 | 0 |
Yes
|
Self-employed
|
Rural
| 202.21 | null |
never smoked
| 1 |
31,112 |
Male
| 80 | 0 | 1 |
Yes
|
Private
|
Rural
| 105.92 | 32.5 |
never smoked
| 1 |
60,182 |
Female
| 49 | 0 | 0 |
Yes
|
Private
|
Urban
| 171.23 | 34.4 |
smokes
| 1 |
1,665 |
Female
| 79 | 1 | 0 |
Yes
|
Self-employed
|
Rural
| 174.12 | 24 |
never smoked
| 1 |
56,669 |
Male
| 81 | 0 | 0 |
Yes
|
Private
|
Urban
| 186.21 | 29 |
formerly smoked
| 1 |
53,882 |
Male
| 74 | 1 | 1 |
Yes
|
Private
|
Rural
| 70.09 | 27.4 |
never smoked
| 1 |
10,434 |
Female
| 69 | 0 | 0 |
No
|
Private
|
Urban
| 94.39 | 22.8 |
never smoked
| 1 |
27,419 |
Female
| 59 | 0 | 0 |
Yes
|
Private
|
Rural
| 76.15 | null |
Unknown
| 1 |
60,491 |
Female
| 78 | 0 | 0 |
Yes
|
Private
|
Urban
| 58.57 | 24.2 |
Unknown
| 1 |
12,109 |
Female
| 81 | 1 | 0 |
Yes
|
Private
|
Rural
| 80.43 | 29.7 |
never smoked
| 1 |
12,095 |
Female
| 61 | 0 | 1 |
Yes
|
Govt_job
|
Rural
| 120.46 | 36.8 |
smokes
| 1 |
12,175 |
Female
| 54 | 0 | 0 |
Yes
|
Private
|
Urban
| 104.51 | 27.3 |
smokes
| 1 |
8,213 |
Male
| 78 | 0 | 1 |
Yes
|
Private
|
Urban
| 219.84 | null |
Unknown
| 1 |
5,317 |
Female
| 79 | 0 | 1 |
Yes
|
Private
|
Urban
| 214.09 | 28.2 |
never smoked
| 1 |
58,202 |
Female
| 50 | 1 | 0 |
Yes
|
Self-employed
|
Rural
| 167.41 | 30.9 |
never smoked
| 1 |
56,112 |
Male
| 64 | 0 | 1 |
Yes
|
Private
|
Urban
| 191.61 | 37.5 |
smokes
| 1 |
34,120 |
Male
| 75 | 1 | 0 |
Yes
|
Private
|
Urban
| 221.29 | 25.8 |
smokes
| 1 |
27,458 |
Female
| 60 | 0 | 0 |
No
|
Private
|
Urban
| 89.22 | 37.8 |
never smoked
| 1 |
25,226 |
Male
| 57 | 0 | 1 |
No
|
Govt_job
|
Urban
| 217.08 | null |
Unknown
| 1 |
70,630 |
Female
| 71 | 0 | 0 |
Yes
|
Govt_job
|
Rural
| 193.94 | 22.4 |
smokes
| 1 |
13,861 |
Female
| 52 | 1 | 0 |
Yes
|
Self-employed
|
Urban
| 233.29 | 48.9 |
never smoked
| 1 |
68,794 |
Female
| 79 | 0 | 0 |
Yes
|
Self-employed
|
Urban
| 228.7 | 26.6 |
never smoked
| 1 |
64,778 |
Male
| 82 | 0 | 1 |
Yes
|
Private
|
Rural
| 208.3 | 32.5 |
Unknown
| 1 |
4,219 |
Male
| 71 | 0 | 0 |
Yes
|
Private
|
Urban
| 102.87 | 27.2 |
formerly smoked
| 1 |
70,822 |
Male
| 80 | 0 | 0 |
Yes
|
Self-employed
|
Rural
| 104.12 | 23.5 |
never smoked
| 1 |
38,047 |
Female
| 65 | 0 | 0 |
Yes
|
Private
|
Rural
| 100.98 | 28.2 |
formerly smoked
| 1 |
61,843 |
Male
| 58 | 0 | 0 |
Yes
|
Private
|
Rural
| 189.84 | null |
Unknown
| 1 |
54,827 |
Male
| 69 | 0 | 1 |
Yes
|
Self-employed
|
Urban
| 195.23 | 28.3 |
smokes
| 1 |
69,160 |
Male
| 59 | 0 | 0 |
Yes
|
Private
|
Rural
| 211.78 | null |
formerly smoked
| 1 |
43,717 |
Male
| 57 | 1 | 0 |
Yes
|
Private
|
Urban
| 212.08 | 44.2 |
smokes
| 1 |
33,879 |
Male
| 42 | 0 | 0 |
Yes
|
Private
|
Rural
| 83.41 | 25.4 |
Unknown
| 1 |
39,373 |
Female
| 82 | 1 | 0 |
Yes
|
Self-employed
|
Urban
| 196.92 | 22.2 |
never smoked
| 1 |
54,401 |
Male
| 80 | 0 | 1 |
Yes
|
Self-employed
|
Urban
| 252.72 | 30.5 |
formerly smoked
| 1 |
14,248 |
Male
| 48 | 0 | 0 |
No
|
Govt_job
|
Urban
| 84.2 | 29.7 |
never smoked
| 1 |
712 |
Female
| 82 | 1 | 1 |
No
|
Private
|
Rural
| 84.03 | 26.5 |
formerly smoked
| 1 |
47,269 |
Male
| 74 | 0 | 0 |
Yes
|
Private
|
Rural
| 219.72 | 33.7 |
formerly smoked
| 1 |
24,977 |
Female
| 72 | 1 | 0 |
Yes
|
Private
|
Rural
| 74.63 | 23.1 |
formerly smoked
| 1 |
47,306 |
Male
| 58 | 0 | 0 |
No
|
Private
|
Rural
| 92.62 | 32 |
Unknown
| 1 |
62,602 |
Female
| 49 | 0 | 0 |
Yes
|
Private
|
Urban
| 60.91 | 29.9 |
never smoked
| 1 |
4,651 |
Male
| 78 | 0 | 0 |
Yes
|
Private
|
Rural
| 78.03 | 23.9 |
formerly smoked
| 1 |
1,261 |
Male
| 54 | 0 | 0 |
Yes
|
Private
|
Urban
| 71.22 | 28.5 |
never smoked
| 1 |
61,960 |
Male
| 82 | 0 | 1 |
Yes
|
Private
|
Urban
| 144.9 | 26.4 |
smokes
| 1 |
1,845 |
Female
| 63 | 0 | 0 |
Yes
|
Private
|
Urban
| 90.9 | null |
formerly smoked
| 1 |
7,937 |
Male
| 60 | 1 | 0 |
Yes
|
Govt_job
|
Urban
| 213.03 | 20.2 |
smokes
| 1 |
19,824 |
Male
| 76 | 1 | 0 |
Yes
|
Private
|
Rural
| 243.58 | 33.6 |
never smoked
| 1 |
37,937 |
Female
| 75 | 0 | 1 |
No
|
Self-employed
|
Urban
| 109.78 | null |
Unknown
| 1 |
47,472 |
Female
| 58 | 0 | 0 |
Yes
|
Private
|
Urban
| 107.26 | 38.6 |
formerly smoked
| 1 |
35,626 |
Male
| 81 | 0 | 0 |
Yes
|
Self-employed
|
Urban
| 99.33 | 33.7 |
never smoked
| 1 |
36,338 |
Female
| 39 | 1 | 0 |
Yes
|
Private
|
Rural
| 58.09 | 39.2 |
smokes
| 1 |
18,587 |
Female
| 76 | 0 | 0 |
No
|
Private
|
Urban
| 89.96 | null |
Unknown
| 1 |
15,102 |
Male
| 78 | 1 | 0 |
Yes
|
Private
|
Urban
| 75.32 | null |
formerly smoked
| 1 |
59,190 |
Female
| 79 | 0 | 1 |
Yes
|
Private
|
Rural
| 127.29 | 27.7 |
never smoked
| 1 |
47,167 |
Female
| 77 | 1 | 0 |
Yes
|
Self-employed
|
Urban
| 124.13 | 31.4 |
never smoked
| 1 |
8,752 |
Female
| 63 | 0 | 0 |
Yes
|
Govt_job
|
Urban
| 197.54 | null |
never smoked
| 1 |
25,831 |
Male
| 63 | 0 | 1 |
Yes
|
Private
|
Rural
| 196.71 | 36.5 |
formerly smoked
| 1 |
38,829 |
Female
| 82 | 0 | 0 |
Yes
|
Private
|
Rural
| 59.32 | 33.2 |
never smoked
| 1 |
66,400 |
Male
| 78 | 0 | 0 |
Yes
|
Private
|
Urban
| 237.75 | null |
formerly smoked
| 1 |
58,631 |
Male
| 73 | 1 | 0 |
Yes
|
Self-employed
|
Urban
| 194.99 | 32.8 |
never smoked
| 1 |
5,111 |
Female
| 54 | 1 | 0 |
Yes
|
Govt_job
|
Urban
| 180.93 | 27.7 |
never smoked
| 1 |
10,710 |
Female
| 56 | 0 | 0 |
Yes
|
Private
|
Urban
| 185.17 | 40.4 |
formerly smoked
| 1 |
55,927 |
Female
| 80 | 1 | 0 |
Yes
|
Private
|
Rural
| 74.9 | 22.2 |
never smoked
| 1 |
65,842 |
Female
| 67 | 1 | 0 |
Yes
|
Self-employed
|
Rural
| 61.94 | 25.3 |
smokes
| 1 |
19,557 |
Female
| 45 | 0 | 0 |
Yes
|
Private
|
Rural
| 93.72 | 30.2 |
formerly smoked
| 1 |
7,356 |
Male
| 75 | 0 | 0 |
Yes
|
Private
|
Urban
| 104.72 | null |
Unknown
| 1 |
17,013 |
Male
| 78 | 1 | 0 |
No
|
Private
|
Urban
| 113.01 | 24 |
never smoked
| 1 |
17,004 |
Female
| 70 | 0 | 0 |
Yes
|
Private
|
Urban
| 221.58 | 47.5 |
never smoked
| 1 |
72,366 |
Male
| 76 | 0 | 0 |
Yes
|
Private
|
Urban
| 104.47 | 20.3 |
Unknown
| 1 |
6,118 |
Male
| 59 | 0 | 0 |
Yes
|
Private
|
Urban
| 86.23 | 30 |
formerly smoked
| 1 |
7,371 |
Female
| 80 | 1 | 0 |
Yes
|
Self-employed
|
Rural
| 72.67 | 28.9 |
never smoked
| 1 |
70,676 |
Female
| 76 | 0 | 0 |
Yes
|
Govt_job
|
Rural
| 62.57 | null |
formerly smoked
| 1 |
2,326 |
Female
| 67 | 1 | 0 |
Yes
|
Private
|
Rural
| 179.12 | 28.1 |
formerly smoked
| 1 |
27,169 |
Female
| 66 | 1 | 0 |
Yes
|
Govt_job
|
Rural
| 116.55 | 31.1 |
formerly smoked
| 1 |
50,784 |
Male
| 63 | 0 | 0 |
Yes
|
Private
|
Rural
| 228.56 | 27.4 |
never smoked
| 1 |
19,773 |
Female
| 52 | 0 | 0 |
Yes
|
Private
|
Rural
| 96.59 | 26.4 |
never smoked
| 1 |
66,159 |
Female
| 80 | 0 | 1 |
Yes
|
Self-employed
|
Rural
| 66.72 | 21.7 |
formerly smoked
| 1 |
36,236 |
Male
| 80 | 1 | 0 |
Yes
|
Private
|
Urban
| 240.09 | 27 |
never smoked
| 1 |
71,673 |
Female
| 79 | 0 | 0 |
Yes
|
Private
|
Urban
| 110.85 | 24.1 |
formerly smoked
| 1 |
45,805 |
Female
| 51 | 0 | 0 |
Yes
|
Private
|
Urban
| 165.31 | null |
never smoked
| 1 |
42,117 |
Male
| 43 | 0 | 0 |
Yes
|
Self-employed
|
Urban
| 143.43 | 45.9 |
Unknown
| 1 |
57,419 |
Male
| 59 | 0 | 0 |
Yes
|
Private
|
Rural
| 96.16 | 44.1 |
Unknown
| 1 |
26,015 |
Female
| 66 | 0 | 0 |
Yes
|
Self-employed
|
Urban
| 101.45 | null |
Unknown
| 1 |
26,727 |
Female
| 79 | 0 | 0 |
No
|
Private
|
Rural
| 88.92 | 22.9 |
never smoked
| 1 |
66,638 |
Female
| 68 | 1 | 0 |
No
|
Self-employed
|
Urban
| 79.79 | 29.7 |
never smoked
| 1 |
70,042 |
Male
| 58 | 0 | 0 |
Yes
|
Private
|
Urban
| 71.2 | null |
Unknown
| 1 |
32,399 |
Male
| 54 | 0 | 0 |
Yes
|
Private
|
Rural
| 96.97 | 29.1 |
smokes
| 1 |
3,253 |
Male
| 61 | 0 | 1 |
Yes
|
Private
|
Rural
| 111.81 | 27.3 |
smokes
| 1 |
71,796 |
Female
| 70 | 0 | 1 |
Yes
|
Private
|
Rural
| 59.35 | 32.3 |
formerly smoked
| 1 |
14,499 |
Male
| 47 | 0 | 0 |
Yes
|
Private
|
Urban
| 86.94 | 41.1 |
formerly smoked
| 1 |
49,130 |
Male
| 74 | 0 | 0 |
Yes
|
Private
|
Urban
| 98.55 | 25.6 |
Unknown
| 1 |
28,291 |
Female
| 79 | 0 | 1 |
Yes
|
Private
|
Urban
| 226.98 | 29.8 |
never smoked
| 1 |
51,169 |
Male
| 81 | 0 | 0 |
Yes
|
Private
|
Urban
| 72.81 | 26.3 |
never smoked
| 1 |
66,315 |
Female
| 57 | 0 | 0 |
No
|
Self-employed
|
Urban
| 68.02 | 37.5 |
never smoked
| 1 |
37,726 |
Female
| 80 | 1 | 0 |
Yes
|
Self-employed
|
Urban
| 68.56 | 26.2 |
Unknown
| 1 |
54,385 |
Male
| 45 | 0 | 0 |
Yes
|
Private
|
Rural
| 64.14 | 29.4 |
never smoked
| 1 |
2,458 |
Female
| 78 | 0 | 0 |
Yes
|
Private
|
Rural
| 235.63 | 32.3 |
never smoked
| 1 |
35,512 |
Female
| 70 | 0 | 0 |
Yes
|
Self-employed
|
Rural
| 76.34 | 24.4 |
formerly smoked
| 1 |
56,841 |
Male
| 58 | 0 | 1 |
Yes
|
Private
|
Rural
| 240.59 | 31.4 |
smokes
| 1 |
8,154 |
Male
| 57 | 1 | 0 |
Yes
|
Govt_job
|
Urban
| 78.92 | 27.7 |
formerly smoked
| 1 |
4,639 |
Female
| 69 | 0 | 0 |
Yes
|
Govt_job
|
Urban
| 82.81 | 28 |
never smoked
| 1 |