This dataset consists of 14 demographic attributes of shopping mall customers in the San Francisco Bay area.

The goal is to predict the Anual Income of Household from the other 13 demographics attributes.

Attribute Information

ANNUAL INCOME OF HOUSEHOLD (PERSONAL INCOME IF SINGLE) - 1 = Less than $10,000 - 2 = $10,000 to $14,999 - 3 = $15,000 to $19,999 - 4 = $20,000 to $24,999 - 5 = $25,000 to $29,999 - 6 = $30,000 to $39,999 - 7 = $40,000 to $49,999 - 8 = $50,000 to $74,999 - 9 = $75,000 or more

• SEX
• 1 = Male
• 2 = Female

MARITAL STATUS - 1 = Married - 2 = Living together, not married - 3 = Divorced or separated - 4 = Widowed - 5 = Single, never married

AGE - 1 = 14 thru 17 - 2 = 18 thru 24 - 3 = 25 thru 34 - 4 = 35 thru 44 - 5 = 45 thru 54 - 6 = 55 thru 64 7. 65 and Over

EDUCATION - 1 = Grade 8 or less - 2 = Grades 9 to 11 - 3 = Graduated high school - 4 = 1 to 3 years of college - 5 = College graduate - 6 = Grad Study

• OCCUPATION
• 1 = Professional/Managerial
• 2 = Sales Worker
• 3 = Factory Worker/Laborer/Driver
• 4 = Clerical/Service Worker
• 5 = Homemaker
• 6 = Student, HS or College
• 7 = Military
• 8 = Retired
• 9 = Unemployed

HOW LONG HAVE YOU LIVED IN THE SAN FRAN./OAKLAND/SAN JOSE AREA? - 1 = Less than one year - 2 = One to three years - 3 = Four to six years - 4 = Seven to ten years - 5 = More than ten years

DUAL INCOMES (IF MARRIED) - 1 = Not Married - 2 = Yes - 3 = No

PERSONS IN YOUR HOUSEHOLD - 1 = One - 2 = Two - 3 = Three - 4 = Four - 5 = Five - 6 = Six - 7 = Seven - 8 = Eight - 9 = Nine or more

PERSONS IN HOUSEHOLD UNDER 18 - 0 = None - 1 = One - 2 = Two - 3 = Three - 4 = Four - 5 = Five - 6 = Six - 7 = Seven - 8 = Eight - 9 = Nine or more

HOUSEHOLDER STATUS - 1 = Own - 2 = Rent - 3 = Live with Parents/Family

TYPE OF HOME - 1 = House - 2 = Condominium - 3 = Apartment - 4 = Mobile Home - 5 = Other

• ETHNIC CLASSIFICATION
• 1 = American Indian
• 2 = Asian
• 3 = Black
• 4 = East Indian
• 5 = Hispanic
• 6 = Pacific Islander
• 7 = White
• 8 = Other

WHAT LANGUAGE IS SPOKEN MOST OFTEN IN YOUR HOME? - 1 = English - 2 = Spanish - 3 = Other

This dataset is an extract from a survey performed by Impact Resources, Inc., Columbus, OH (1987).

Source: http://www-stat.stanford.edu/~tibs/ElemStatLearn/data.html