Cardiovascular Diseases Risk Prediction Dataset

The 2021 BRFSS Dataset from CDC

@kaggle.alphiree_cardiovascular_diseases_risk_prediction_dataset

Table List

1 table(2.72 MB)

Cvd Cleaned

@kaggle.alphiree_cardiovascular_diseases_risk_prediction_dataset.cvd_cleaned

2.72 MB
308854 rows
19 columns

general_health General Health	checkup Checkup	exercise Exercise	heart_disease Heart Disease	skin_cancer Skin Cancer	other_cancer Other Cancer	depression Depression	diabetes Diabetes	arthritis Arthritis	sex Sex	age_category Age Category	height_cm Height (cm)	weight_kg Weight (kg)	bmi BMI	smoking_history Smoking History	alcohol_consumption Alcohol Consumption	fruit_consumption Fruit Consumption	green_vegetables_consumption Green Vegetables Consumption	friedpotato_consumption FriedPotato Consumption
Poor	Within the past 2 years	No	No	No	No	No	No	Yes	Female	70-74	150	32.66	14.54	Yes		30	16	12
Very Good	Within the past year	No	Yes	No	No	No	Yes	No	Female	70-74	165	77.11	28.29	No		30		4
Very Good	Within the past year	Yes	No	No	No	No	Yes	No	Female	60-64	163	88.45	33.47	No	4	12	3	16
Poor	Within the past year	Yes	Yes	No	No	No	Yes	No	Male	75-79	180	93.44	28.73	No		30	30	8
Good	Within the past year	No	No	No	No	No	No	No	Male	80+	191	88.45	24.37	Yes		8	4
Good	Within the past year	No	No	No	No	Yes	No	Yes	Male	60-64	183	154.22	46.11	No		12	12	12
Fair	Within the past year	Yes	Yes	No	No	No	No	Yes	Male	60-64	175	69.85	22.74	Yes		16	8
Good	Within the past year	Yes	No	No	No	No	No	Yes	Female	65-69	165	108.86	39.94	Yes	3	30	8	8
Fair	Within the past year	No	No	No	No	Yes	No	No	Female	65-69	163	72.57	27.46	Yes		12	12	4
Fair	Within the past year	No	No	No	No	No	Yes	Yes	Female	70-74	163	91.63	34.67	No		12	12	1


CREATE TABLE cvd_cleaned (
  "general_health" VARCHAR,
  "checkup" VARCHAR,
  "exercise" VARCHAR,
  "heart_disease" VARCHAR,
  "skin_cancer" VARCHAR,
  "other_cancer" VARCHAR,
  "depression" VARCHAR,
  "diabetes" VARCHAR,
  "arthritis" VARCHAR,
  "sex" VARCHAR,
  "age_category" VARCHAR,
  "height_cm" DOUBLE,
  "weight_kg" DOUBLE,
  "bmi" DOUBLE,
  "smoking_history" VARCHAR,
  "alcohol_consumption" DOUBLE,
  "fruit_consumption" DOUBLE,
  "green_vegetables_consumption" DOUBLE,
  "friedpotato_consumption" DOUBLE
);