age,workclass,fnlwgt,education,education-num,marital-status,occupation,relationship,race,sex,capital-gain,capital-loss,hours-per-week,native-country,class 31, Private,169085, 11th,7, Married-civ-spouse, Sales, Wife, White, Female,0,0,20, United-States, <=50K 17, Self-emp-not-inc,226203, 12th,8, Never-married, Sales, Own-child, White, Male,0,0,45, United-States, <=50K 47, Private,54260, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1887,60, United-States, >50K 21, Private,176262, Some-college,10, Never-married, Exec-managerial, Own-child, White, Female,0,0,30, United-States, <=50K 17, Private,241185, 12th,8, Never-married, Prof-specialty, Own-child, White, Male,0,0,20, United-States, <=50K 58, Private,170480, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K 42, Private,171069, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, Black, Male,15024,0,40, United-States, >50K 60, Self-emp-not-inc,78913, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K 20, Private,66917, 11th,7, Married-civ-spouse, Farming-fishing, Own-child, White, Male,0,0,40, Mexico, <=50K 29, Private,212091, Some-college,10, Divorced, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, <=50K 36, Self-emp-not-inc,269509, HS-grad,9, Divorced, Sales, Not-in-family, White, Male,0,0,35, United-States, <=50K 72, Private,171181, HS-grad,9, Widowed, Adm-clerical, Unmarried, White, Female,2329,0,20, United-States, <=50K 37, Private,302604, Some-college,10, Separated, Other-service, Other-relative, White, Female,0,0,40, United-States, <=50K 43, Private,184321, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,1887,40, United-States, >50K 67, Private,162009, 10th,6, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,16, United-States, <=50K 40, Private,227466, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,50, United-States, <=50K 49, ?,111282, 7th-8th,4, Married-civ-spouse, ?, Husband, White, Male,4386,0,99, United-States, >50K 52, Federal-gov,221532, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K 45, Self-emp-inc,40666, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, >50K 19, ?,41609, Some-college,10, Never-married, ?, Own-child, White, Male,0,0,10, United-States, <=50K 60, Self-emp-not-inc,36568, 9th,5, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,70, United-States, <=50K 19, Local-gov,176831, Some-college,10, Never-married, Other-service, Own-child, Black, Female,0,0,35, United-States, <=50K 60, Self-emp-not-inc,220342, 11th,7, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,35, United-States, <=50K 69, Private,541737, Some-college,10, Widowed, Adm-clerical, Not-in-family, White, Female,2050,0,24, United-States, <=50K 54, Private,378747, 10th,6, Separated, Transport-moving, Unmarried, Black, Male,0,0,45, United-States, >50K 23, Private,205939, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,38, United-States, <=50K 41, Private,282964, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K 59, Private,426001, HS-grad,9, Married-spouse-absent, Adm-clerical, Unmarried, White, Female,0,0,20, Puerto-Rico, <=50K 39, Private,433592, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,45, United-States, >50K 26, Local-gov,197897, HS-grad,9, Never-married, Adm-clerical, Own-child, Black, Female,0,0,20, England, <=50K 23, Private,325921, Assoc-voc,11, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,36, United-States, <=50K 21, ?,199177, HS-grad,9, Never-married, ?, Not-in-family, White, Female,0,0,40, United-States, <=50K 30, Private,221043, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, United-States, <=50K 33, Private,221762, Some-college,10, Never-married, Prof-specialty, Not-in-family, Black, Male,0,0,40, United-States, <=50K 36, Private,122493, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K 48, Private,94342, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, <=50K 25, Private,149875, Bachelors,13, Widowed, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K 20, Private,190916, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,1721,20, United-States, <=50K 39, Self-emp-not-inc,193689, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,65, United-States, <=50K 35, Private,186815, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K 22, Private,216134, Some-college,10, Never-married, Sales, Own-child, Black, Female,0,0,40, United-States, <=50K 35, Private,174503, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Female,0,0,40, United-States, <=50K 65, Local-gov,240166, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,35, United-States, <=50K 59, Private,113959, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,45, United-States, >50K 30, Private,111567, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,48, United-States, <=50K 20, ?,41356, Assoc-voc,11, Never-married, ?, Not-in-family, White, Female,0,0,40, United-States, <=50K 57, Private,32365, Some-college,10, Never-married, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, <=50K 25, ?,218948, 7th-8th,4, Never-married, ?, Not-in-family, White, Female,0,0,32, Mexico, <=50K 34, Private,191291, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K 24, Self-emp-not-inc,172047, Assoc-acdm,12, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K 30, Private,312667, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K 19, Private,187570, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,20, United-States, <=50K 36, Self-emp-inc,200220, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,55, United-States, <=50K 35, Private,54363, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K 21, Private,213041, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, Cuba, <=50K 42, Private,121352, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,80, ?, >50K 41, Private,190786, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Husband, White, Male,7298,0,40, United-States, >50K 34, Private,340458, 12th,8, Never-married, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K 22, Private,200318, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,15, United-States, <=50K 19, Private,277695, 9th,5, Never-married, Farming-fishing, Other-relative, White, Male,0,0,16, Mexico, <=50K 32, Private,312403, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K 59, Self-emp-not-inc,178353, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K 37, Local-gov,89491, Masters,14, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K 39, Private,98975, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,8614,0,50, United-States, >50K 34, Self-emp-not-inc,198068, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K 45, Local-gov,144940, Masters,14, Divorced, Prof-specialty, Unmarried, Black, Female,0,0,40, United-States, <=50K 52, Private,153155, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,15024,0,40, United-States, >50K 30, Private,115963, 7th-8th,4, Never-married, Machine-op-inspct, Unmarried, White, Male,0,0,42, United-States, <=50K 26, Self-emp-not-inc,221626, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,1579,20, United-States, <=50K 41, Private,276289, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Black, Male,0,0,60, ?, <=50K 36, Private,127865, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,4650,0,25, United-States, <=50K 27, Local-gov,106179, Bachelors,13, Married-spouse-absent, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, <=50K 61, Private,313170, HS-grad,9, Widowed, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K 53, Federal-gov,227836, Some-college,10, Divorced, Farming-fishing, Not-in-family, White, Male,0,0,40, United-States, <=50K 21, Private,249727, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,22, United-States, <=50K 72, ?,114761, 7th-8th,4, Widowed, ?, Unmarried, White, Female,0,0,20, United-States, <=50K 23, Private,202989, HS-grad,9, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, Canada, <=50K 53, Private,151159, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K 69, Self-emp-not-inc,204645, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,9386,0,72, United-States, >50K 18, Private,97963, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,30, United-States, <=50K 43, Federal-gov,117022, Assoc-voc,11, Divorced, Handlers-cleaners, Unmarried, Black, Male,0,1726,40, United-States, <=50K 45, Local-gov,159816, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,1977,35, United-States, >50K 38, Federal-gov,104236, Assoc-acdm,12, Divorced, Adm-clerical, Unmarried, White, Female,1471,0,40, United-States, <=50K 27, Private,203776, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,7688,0,45, United-States, >50K 29, Private,283760, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K 60, State-gov,165827, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, <=50K 40, Private,170230, Bachelors,13, Married-spouse-absent, Other-service, Not-in-family, White, Female,0,0,40, ?, <=50K 50, Private,104501, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K 61, Private,227332, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,0,40, United-States, <=50K 32, Private,86808, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,38, United-States, <=50K 21, Private,119039, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,18, United-States, <=50K 37, Private,139180, 11th,7, Never-married, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K 59, Private,32552, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,4, United-States, <=50K 26, Private,104045, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K 41, ?,77937, 12th,8, Divorced, ?, Not-in-family, White, Female,0,0,40, Canada, <=50K 27, Self-emp-not-inc,208577, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K 80, Private,227210, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,9386,0,40, United-States, >50K 25, Private,178421, Bachelors,13, Never-married, Other-service, Not-in-family, White, Female,0,0,20, United-States, <=50K 49, Private,23074, Some-college,10, Widowed, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, >50K 47, Private,481987, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, >50K