1. Title: Adult Data Set

2. Sources: 
    UCI Repository
    Donor: 

    Ronny Kohavi and Barry Becker 
    Data Mining and Visualization 
    Silicon Graphics. 
    e-mail: ronnyk '@' live.com for questions. 

  
3.  Relevant Information:

    Extraction was done by Barry Becker from the 1994 Census database. A set of reasonably clean records was extracted using the following conditions: ((AAGE>16) && (AGI>100) && (AFNLWGT>1)&& (HRSWK>0)) 

    Prediction task is to determine whether a person makes over 50K a year.
  
4.  Number of Instances: 48842

5.  Attribute Information:

    >50K, <=50K. 

    age: continuous. 
    workclass: Private, Self-emp-not-inc, Self-emp-inc, Federal-gov, Local-gov, State-gov, Without-pay, Never-worked. 
    fnlwgt: continuous. 
    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. 
    education-num: continuous. 
    marital-status: Married-civ-spouse, Divorced, Never-married, Separated, Widowed, Married-spouse-absent, Married-AF-spouse. 
    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. 
    relationship: Wife, Own-child, Husband, Not-in-family, Other-relative, Unmarried. 
    race: White, Asian-Pac-Islander, Amer-Indian-Eskimo, Other, Black. 
    sex: Female, Male. 
    capital-gain: continuous. 
    capital-loss: continuous. 
    hours-per-week: continuous. 
    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.

    
6.  Class Distribution
  
    0: 37155
    1: 11687
