Os pandas se fundem, mas mantenham certas colunas
df = pd.merge(df,df2[['Key_Column','Target_Column']],on='Key_Column', how='left')
Rich Ray
df = pd.merge(df,df2[['Key_Column','Target_Column']],on='Key_Column', how='left')