Heart Disease Prediction

Exploratory Data Analysis (EDA) and Machine Learning Modeling

@kaggle.rashadrmammadov_heart_disease_prediction

Table List

1 table(20.1 KB)

Heart Disease Dataset

@kaggle.rashadrmammadov_heart_disease_prediction.heart_disease_dataset

20.1 KB
1000 rows
16 columns

age Age	gender Gender	cholesterol Cholesterol	blood_pressure Blood Pressure	heart_rate Heart Rate	smoking Smoking	alcohol_intake Alcohol Intake	exercise_hours Exercise Hours	family_history Family History	diabetes Diabetes	obesity Obesity	stress_level Stress Level	blood_sugar Blood Sugar	exercise_induced_angina Exercise Induced Angina	chest_pain_type Chest Pain Type	heart_disease Heart Disease
75	Female	228	119	66	Current	Heavy	1	No	No	Yes	8	119	Yes	Atypical Angina	1
48	Male	204	165	62	Current	nan	5	No	No	No	9	70	Yes	Typical Angina
53	Male	234	91	67	Never	Heavy	3	Yes	No	Yes	5	196	Yes	Atypical Angina	1
69	Female	192	90	72	Current	nan	4	No	Yes	No	7	107	Yes	Non-anginal Pain
62	Female	172	163	93	Never	nan	6	No	Yes	No	2	183	Yes	Asymptomatic
77	Male	309	110	73	Never	nan		No	Yes	Yes	4	122	Yes	Asymptomatic	1
64	Female	211	105	86	Former	Heavy	8	Yes	Yes	Yes	2	120	No	Typical Angina	1
60	Female	208	148	83	Never	Moderate	4	No	Yes	Yes	2	113	Yes	Asymptomatic	1
37	Female	317	137	66	Current	Heavy	3	No	Yes	Yes	5	114	No	Non-anginal Pain
63	Male	204	141	68	Former	Heavy	8	No	Yes	No	3	107	No	Asymptomatic	1


CREATE TABLE heart_disease_dataset (
  "age" BIGINT,
  "gender" VARCHAR,
  "cholesterol" BIGINT,
  "blood_pressure" BIGINT,
  "heart_rate" BIGINT,
  "smoking" VARCHAR,
  "alcohol_intake" VARCHAR,
  "exercise_hours" BIGINT,
  "family_history" VARCHAR,
  "diabetes" VARCHAR,
  "obesity" VARCHAR,
  "stress_level" BIGINT,
  "blood_sugar" BIGINT,
  "exercise_induced_angina" VARCHAR,
  "chest_pain_type" VARCHAR,
  "heart_disease" BIGINT
);