Adult Income Classification Data Set Abstract Predict whether income exceeds $50K/yr based on census data. Also known as "Census Income" dataset.

Data Characteristic Data Set Characteristics: Multivariate Number of Instances: 105000 Area: Social Attribute Characteristics: Categorical, Integer Number of Attributes: 35 Associated Tasks: Classification Missing Values? Yes

Prediction task is to determine whether a person makes over 50K a year.

Attribute Information Listing of attributes:

50K, <=50K.

Data Dictionary :

1. index - Index No/Row No

2. year_of_poll - Year for the conducted poll

3. own_self_emp - Business Status( Unemployed - 0 , Business Owned - 1 , Self Employed - 2)

4. veteran benefits - Veteran Benefits (0 - No Benefits, 1 - Cadre1 Benefits, 2- Cadre2 Benefits)

5. currently_enrolled - Current enrolled in college/school.

6. race - Race of people in the poll

7. father_country - Birth country of father

8. educ - Specific education status

9. house_stat - Demography in person's house

10. major_ind_code - Different Industries where a person is working

11. labour_union - Member of Labour Union

12. self_country - Country of oneself

13. major_occ_code - Occupation a person performs in specific industry

14. age - age of a person

15. mother_country - Birth country of mother

16. house_summary - detailed household summary

17. gender - Gender of a person

18. hisp_origin - Origins of people in South America

19. gains - capital gains on investments

20. dividends - dividends earned from stocks

21. marriage_status - Current marital status

22. losses - capital losses on investments

23. employer_of - Number of people employed under an employer

24. house_1yr_ago - Living in house for under 1 yr

25. income_filled - Income filled for tax

26. weeks_worked - weeks worked in year

27. under18 - family members under 18

28. hourly_wage - wage earned hourly

29. unemp_reason - reason for unemployment

30. citizenship - Citizenship of a person ( ' Foreign born- Not a citizen of U S ':'FB', ' Native- Born in Puerto Rico or U S Outlying':'NB_PR',' Native- Born in the United States':'NB_US', ' Foreign born- U S citizen by naturalization':'FB_US',' Native- Born abroad of American Parent(s)':'NB_US_Parents')

31. woker_type - Kind of worker

32. fed_liability - Federal tax liability for people

33. full_partime_job - type of full/part-time job

34. income - Less/More than 50k$ yearly