import pandas as pd def main(): df = pd.read_csv("raw/exercise.csv") df["diet"] = df.diet.map({1: "low fat", 2: "no fat"}) df["kind"] = df.exertype.map({1: "rest", 2: "walking", 3: "running"}) df["time"] = df.time.map({1: "1 min", 2: "15 min", 3: "30 min"}) df = df.drop(["exertype"], axis=1) df.to_csv("exercise.csv") if __name__ == "__main__": main()