Closed KangchengHou closed 2 years ago
To address #21
Example:
df = pd.DataFrame({"number": [1,2,3], "sex": [np.nan, 'male', 'female'], 'age': ['6m', '12m', '18m']}) print(df) df = category2dummy(df, verbose=True) print(df)
Gives:
number sex age 0 1 NaN 6m 1 2 male 12m 2 3 female 18m scdrs.pp.category2dummy: Detected categorical columns: sex,age, and added dummy variable columns: sex_male,age_18m,age_6m number sex_male age_18m age_6m 0 1 NaN 0.0 1.0 1 2 1.0 0.0 0.0 2 3 0.0 1.0 0.0
To address #21
Example:
Gives: