df = pd.DataFrame(data) df_encoded = pd.get_dummies(df, columns=['Color']) print(df_encoded) Ordinal Encoding is used when categorical variables have an inherent order or ranking. It converts ...

Categorical variables can also be measured using an ordinal scale, which means that the levels of the variable are ordered ... This process is analogous to performing an analysis of variance on ...