This exploratory data analysis (EDA) focuses on a subset of 30 variables from the National Health Interview Surveys (NHIS) collected from 2020 to 2023. The analysis examines the correlation between 29 selected variables and the variable MIEV_A, which indicates whether a participant has ever been told they had a heart attack.