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
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