: Provides extensive, anonymized USA demographic data for feature engineering. How to Prepare Features for a Standard Dataset
: Handle missing values by using imputation (mean/median) or dropping incomplete rows. 900k_USA_dump.txt
: Use StandardScaler or MinMaxScaler to ensure numerical features (like "Income" or "Age") are on a similar scale. : Provides extensive, anonymized USA demographic data for
: A classic resource for academic and professional datasets. : Provides extensive
: Create new variables, such as calculating "Years of Credit History" from "Account Open Date."