data = {'member_birth_year': [1890, 1900, 1910, 1920, 1930, 1940, 1950, 1960, 1970, 1980, 1990, 2000, 20101], 'member_gender': ['male', 'female', 'other'], 'user_type': ['customer', 'subscriber']}