Marketing data set 1: Description. This dataset contains questions from questionaries that were filled out by 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. 2: Type. Classification 3: Origin. Real world 4: Instances. 6876 (8993) 5: Features. 14 6: Classes 9 7: Missing values. Yes 8: Header. @relation marketing @attribute Sex integer [1, 2] @attribute MaritalStatus integer [1, 5] @attribute Age integer [1, 7] @attribute Education integer [1, 6] @attribute Occupation integer [1, 9] @attribute YearsInSf integer [1, 5] @attribute DualIncome integer [1, 3] @attribute HouseholdMembers integer [1, 9] @attribute Under18 integer [0, 9] @attribute HouseholdStatus integer [1, 3] @attribute TypeOfHome integer [1, 5] @attribute EthnicClass integer [1, 8] @attribute Language integer [1, 3] @attribute Income {1, 2, 3, 4, 5, 6, 7, 8, 9} @inputs Sex, MaritalStatus, Age, Education, Occupation, YearsInSf, DualIncome, HouseholdMembers, Under18, HouseholdStatus, TypeOfHome, EthnicClass, Language @outputs Income DATA DICTIONARY 1 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 2 SEX 1. Male 2. Female 3 MARITAL STATUS 1. Married 2. Living together, not married 3. Divorced or separated 4. Widowed 5. Single, never married 4 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 5 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 6 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 7 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 8 DUAL INCOMES (IF MARRIED) 1. Not Married 2. Yes 3. No 9 PERSONS IN YOUR HOUSEHOLD 1. One 2. Two 3. Three 4. Four 5. Five 6. Six 7. Seven 8. Eight 9. Nine or more 10 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 11 HOUSEHOLDER STATUS 1. Own 2. Rent 3. Live with Parents/Family 12 TYPE OF HOME 1. House 2. Condominium 3. Apartment 4. Mobile Home 5. Other 13 ETHNIC CLASSIFICATION 1. American Indian 2. Asian 3. Black 4. East Indian 5. Hispanic 6. Pacific Islander 7. White 8. Other 14 WHAT LANGUAGE IS SPOKEN MOST OFTEN IN YOUR HOME? 1. English 2. Spanish 3. Other