UCI: Adult - Predict income

Predict whether income exceeds $50K/yr based on census data. Also known as "Census Income" data set. This data set is sourced from the UCI Machine Learning Repository.

Attribute information:

  1. age: continuous.
  2. workclass: Private, Self-emp-not-inc, Self-emp-inc, Federal-gov, Local-gov, State-gov, Without-pay, Never-worked.
  3. fnlwgt: continuous.
  4. education: Bachelors, Some-college, 11th, HS-grad, Prof-school, Assoc-acdm, Assoc-voc, 9th, 7th-8th, 12th, Masters, 1st-4th, 10th, Doctorate, 5th-6th, Preschool.
  5. education-num: continuous.
  6. marital-status: Married-civ-spouse, Divorced, Never-married, Separated, Widowed, Married-spouse-absent, Married-AF-spouse.
  7. occupation: Tech-support, Craft-repair, Other-service, Sales, Exec-managerial, Prof-specialty, Handlers-cleaners, Machine-op-inspct, Adm-clerical, Farming-fishing, Transport-moving, Priv-house-serv, Protective-serv, Armed-Forces.
  8. relationship: Wife, Own-child, Husband, Not-in-family, Other-relative, Unmarried.
  9. race: White, Asian-Pac-Islander, Amer-Indian-Eskimo, Other, Black.
  10. sex: Female, Male.
  11. capital-gain: continuous.
  12. capital-loss: continuous.
  13. hours-per-week: continuous.
  14. native-country: United-States, Cambodia, England, Puerto-Rico, Canada, Germany, Outlying-US(Guam-USVI-etc), India, Japan, Greece, South, China, Cuba, Iran, Honduras, Philippines, Italy, Poland, Jamaica, Vietnam, Mexico, Portugal, Ireland, France, Dominican-Republic, Laos, Ecuador, Taiwan, Haiti, Columbia, Hungary, Guatemala, Nicaragua, Scotland, Thailand, Yugoslavia, El-Salvador, Trinadad&Tobago, Peru, Hong, Holand-Netherlands.
  15. Prediction: >50K, <=50K
Sep 22, 2017
Sep 22, 2017
Economy & Business
IBM
AGEWORKCLASSFNLWGTEDUCATIONEDUCATION-NUMMARITAL_STATUSOCCUPATIONRELATIONSHIPRACESEXCAPITAL_GAINCAPITAL_LOSSHOURS_PER_WEEKNATIVE_COUNTRYPREDICTION
AGEWORKCLASSFNLWGTEDUCATIONEDUCATION-NUMMARITAL_STATUSOCCUPATIONRELATIONSHIPRACESEXCAPITAL_GAINCAPITAL_LOSSHOURS_PER_WEEKNATIVE_COUNTRYPREDICTION
39 State-gov77516 Bachelors13 Never-married Adm-clerical Not-in-family White Male2174040 United-States <=50K
50 Self-emp-not-inc83311 Bachelors13 Married-civ-spouse Exec-managerial Husband White Male0013 United-States <=50K
38 Private215646 HS-grad9 Divorced Handlers-cleaners Not-in-family White Male0040 United-States <=50K
53 Private234721 11th7 Married-civ-spouse Handlers-cleaners Husband Black Male0040 United-States <=50K
28 Private338409 Bachelors13 Married-civ-spouse Prof-specialty Wife Black Female0040 Cuba <=50K
37 Private284582 Masters14 Married-civ-spouse Exec-managerial Wife White Female0040 United-States <=50K
49 Private160187 9th5 Married-spouse-absent Other-service Not-in-family Black Female0016 Jamaica <=50K
52 Self-emp-not-inc209642 HS-grad9 Married-civ-spouse Exec-managerial Husband White Male0045 United-States >50K
31 Private45781 Masters14 Never-married Prof-specialty Not-in-family White Female14084050 United-States >50K
42 Private159449 Bachelors13 Married-civ-spouse Exec-managerial Husband White Male5178040 United-States >50K
37 Private280464 Some-college10 Married-civ-spouse Exec-managerial Husband Black Male0080 United-States >50K
30 State-gov141297 Bachelors13 Married-civ-spouse Prof-specialty Husband Asian-Pac-Islander Male0040 India >50K
23 Private122272 Bachelors13 Never-married Adm-clerical Own-child White Female0030 United-States <=50K
32 Private205019 Assoc-acdm12 Never-married Sales Not-in-family Black Male0050 United-States <=50K
40 Private121772 Assoc-voc11 Married-civ-spouse Craft-repair Husband Asian-Pac-Islander Male0040 ? >50K
Drop file to add data source.