| Feature |
Category |
Percent of Population |
Percent of Stroke Cases |
In-Group
Stroke Percent |
| heart_disease |
heart disease |
0.0235 |
0.1444 |
0.1354 |
|
| avg_glucose_level |
high diabetes (200+) |
0.0559 |
0.1889 |
0.0746 |
|
| age |
pre-seniors (55-64) |
0.1842 |
0.5889 |
0.0705 |
|
| hypertension |
hypertension |
0.0657 |
0.1778 |
0.0597 |
|
| smoking_status |
smokes |
0.1614 |
0.2778 |
0.0379 |
|
| smoking_status |
formerly smoked |
0.1433 |
0.2444 |
0.0376 |
|
| age |
older adults(45-54) |
0.1955 |
0.3 |
0.0338 |
|
| bmi |
obesity class 2 |
0.1019 |
0.1556 |
0.0337 |
|
| ever_married |
married |
0.5914 |
0.9 |
0.0336 |
|
| avg_glucose_level |
diabetic (126-199) |
0.1029 |
0.1556 |
0.0333 |
|
| bmi |
obesity class 3 |
0.0894 |
0.1333 |
0.0329 |
|
| bmi |
overweight |
0.2847 |
0.4222 |
0.0327 |
|
| work type |
govt_job |
0.1289 |
0.1778 |
0.0304 |
|
| work type |
self-employed |
0.1071 |
0.1444 |
0.0297 |
|
| bmi |
obesity class 1 |
0.1813 |
0.2333 |
0.0284 |
|
| work type |
private |
0.5904 |
0.6556 |
0.0245 |
|
| avg_glucose_level |
pre-diabetic (100-125) |
0.2068 |
0.1889 |
0.0201 |
|
| hypertension |
no hypertension |
0.9343 |
0.8222 |
0.0194 |
|
| heart_disease |
no heart disease |
0.9765 |
0.8556 |
0.0193 |
|
| avg_glucose_level |
normal (70-99) |
0.4819 |
0.3667 |
0.0168 |
|
| smoking_status |
never smoked |
0.3638 |
0.2667 |
0.0162 |
|
| avg_glucose_level |
hypoglycemic (<70) |
0.1526 |
0.1 |
0.0144 |
|
| smoking_status |
unknown |
0.3315 |
0.2111 |
0.014 |
|
| age |
midlife adults(34-44) |
0.1685 |
0.0778 |
0.0102 |
|
| ever_married |
never married |
0.4086 |
0.1 |
0.0054 |
|
| bmi |
normal weight |
0.2634 |
0.0556 |
0.0047 |
|
| work type |
children |
0.1683 |
0.0222 |
0.0029 |
|
| age |
children(0-17) |
0.2097 |
0.0222 |
0.0023 |
|
| age |
adults(25-34) |
0.1489 |
0.0111 |
0.0016 |
|
| age |
young adult(18-24) |
0.0931 |
0 |
0 |
|
| work type |
never_worked |
0.0054 |
0 |
0 |
|
| bmi |
underweight |
0.0794 |
0 |
0 |
|
|
|
|
|
|
|