Feature Category Population % % of Stroke In Group Stroke %            
heart_disease heart disease 2.35% 14.44% 13.54%
avg_glucose_level high diabetes (200+) 5.59% 18.89% 7.46%
age pre-seniors (55-64) 18.42% 58.89% 7.05%
hypertension hypertension 6.57% 17.78% 5.97%
smoking_status smokes 16.14% 27.78% 3.79%
smoking_status formerly smoked 14.33% 24.44% 3.76%
age older adults(45-54) 19.55% 30.00% 3.38%
bmi obesity class 2 10.19% 15.56% 3.37%
ever_married married 59.14% 90.00% 3.36%
avg_glucose_level diabetic (126-199) 10.29% 15.56% 3.33%
bmi obesity class 3 8.94% 13.33% 3.29%
bmi overweight 28.47% 42.22% 3.27%
work type govt_job 12.89% 17.78% 3.04%
work type self-employed 10.71% 14.44% 2.97%
bmi obesity class 1 18.13% 23.33% 2.84%
work type private 59.04% 65.56% 2.45%
avg_glucose_level pre-diabetic (100-125) 20.68% 18.89% 2.01%
hypertension no hypertension 93.43% 82.22% 1.94%
heart_disease no heart disease 97.65% 85.56% 1.93%
avg_glucose_level normal (70-99) 48.19% 36.67% 1.68%
smoking_status never smoked 36.38% 26.67% 1.62%
avg_glucose_level hypoglycemic (<70) 15.26% 10.00% 1.44%
smoking_status unknown 33.15% 21.11% 1.40%
age midlife adults(34-44) 16.85% 7.78% 1.02%
ever_married never married 40.86% 10.00% 0.54%
bmi normal weight 26.34% 5.56% 0.47%
work type children 16.83% 2.22% 0.29%
age children(0-17) 20.97% 2.22% 0.23%
age adults(25-34) 14.89% 1.11% 0.16%
age young adult(18-24) 9.31% 0.00% 0.00%
work type never_worked 0.54% 0.00% 0.00%
bmi underweight 7.94% 0.00% 0.00%
Category
In Group Stroke % Population %
heart disease 13.54% 2.35%
high diabetes (200+) 7.46% 5.59%
pre-seniors (55-64) 7.05% 18.42%
hypertension 5.97% 6.57%
smokes 3.79% 16.14%
formerly smoked 3.76% 14.33%
older adults(45-54) 3.38% 19.55%
obesity class 2 3.37% 10.19%
married 3.36% 59.14%
diabetic (126-199) 3.33% 10.29%
obesity class 3 3.29% 8.94%
overweight 3.27% 28.47%
govt_job 3.04% 12.89%
self-employed 2.97% 10.71%
obesity class 1 2.84% 18.13%
private 2.45% 59.04%
pre-diabetic (100-125) 2.01% 20.68%
normal (70-99) 1.68% 48.19%
hypoglycemic (<70) 1.44% 15.26%
midlife adults(34-44) 1.02% 16.85%
Top Risk Factors Summary
Category Population % % of Stroke In Group Stroke %
heart disease 2.35% 14.44% 13.54%
high diabetes (200+) 5.59% 18.89% 7.46%
pre-seniors (55-64) 18.42% 58.89% 7.05%
hypertension 6.57% 17.78% 5.97%
diabetic 15.87% 34.44% 4.78%
smokes 16.14% 27.78% 3.79%
History of Smoking 30.48% 52.22% 3.78%
Category Population % % of Stroke In Group Stroke %
heart disease 2.35% 14.44% 13.54%
high diabetes (200+) 5.59% 18.89% 7.46%
pre-seniors (55-64) 18.42% 58.89% 7.05%
hypertension 6.57% 17.78% 5.97%
smokes 16.14% 27.78% 3.79%
formerly smoked 14.33% 24.44% 3.76%
older adults(45-54) 19.55% 30.00% 3.38%
obesity class 2 10.19% 15.56% 3.37%
married 59.14% 90.00% 3.36%
diabetic (126-199) 10.29% 15.56% 3.33%
obesity class 3 8.94% 13.33% 3.29%
overweight 28.47% 42.22% 3.27%
govt_job 12.89% 17.78% 3.04%
self-employed 10.71% 14.44% 2.97%
obesity class 1 18.13% 23.33% 2.84%
private 59.04% 65.56% 2.45%
pre-diabetic (100-125) 20.68% 18.89% 2.01%
no hypertension 93.43% 82.22% 1.94%
no heart disease 97.65% 85.56% 1.93%
normal (70-99) 48.19% 36.67% 1.68%
never smoked 36.38% 26.67% 1.62%
hypoglycemic (<70) 15.26% 10.00% 1.44%
unknown 33.15% 21.11% 1.40%
midlife adults(34-44) 16.85% 7.78% 1.02%
never married 40.86% 10.00% 0.54%
normal weight 26.34% 5.56% 0.47%
children 16.83% 2.22% 0.29%
children(0-17) 20.97% 2.22% 0.23%
adults(25-34) 14.89% 1.11% 0.16%
young adult(18-24) 9.31% 0.00% 0.00%
never_worked 0.54% 0.00% 0.00%
underweight 7.94% 0.00% 0.00%