age
int64 17
90
| workclass
stringclasses 9
values | fnlwgt
int64 12.3k
1.48M
| education
stringclasses 16
values | education.num
int64 1
16
| marital.status
stringclasses 7
values | occupation
stringclasses 15
values | relationship
stringclasses 6
values | race
stringclasses 5
values | sex
stringclasses 2
values | capital.gain
int64 0
100k
| capital.loss
int64 0
4.36k
| hours.per.week
int64 1
99
| native.country
stringclasses 42
values | age_group
stringclasses 3
values | capital_gain_loss_ratio
float64 0
10B
| income
stringclasses 2
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
35 | Private | 186,183 | HS-grad | 9 | Married-civ-spouse | Transport-moving | Husband | White | Male | 15,024 | 0 | 80 | United-States | Middle-aged | 1,502,400,000 | >50K |
49 | Self-emp-inc | 191,277 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 50 | United-States | Middle-aged | 1,502,400,000 | >50K |
50 | Private | 164,198 | Assoc-acdm | 12 | Married-civ-spouse | Handlers-cleaners | Husband | Black | Male | 15,024 | 0 | 45 | United-States | Middle-aged | 1,502,400,000 | >50K |
31 | Private | 167,725 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | Asian-Pac-Islander | Male | 15,024 | 0 | 48 | Philippines | Middle-aged | 1,502,400,000 | >50K |
53 | Local-gov | 283,602 | Masters | 14 | Married-civ-spouse | Prof-specialty | Wife | White | Female | 15,024 | 0 | 40 | United-States | Middle-aged | 1,502,400,000 | >50K |
34 | Private | 203,488 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 15,024 | 0 | 40 | United-States | Middle-aged | 1,502,400,000 | >50K |
19 | ? | 200,790 | 12th | 8 | Married-civ-spouse | ? | Other-relative | White | Female | 15,024 | 0 | 40 | United-States | Young | 1,502,400,000 | >50K |
46 | Federal-gov | 20,956 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 40 | United-States | Middle-aged | 1,502,400,000 | >50K |
44 | State-gov | 141,858 | Prof-school | 15 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 15,024 | 0 | 75 | United-States | Middle-aged | 1,502,400,000 | >50K |
45 | Private | 148,995 | Bachelors | 13 | Married-civ-spouse | Craft-repair | Husband | White | Male | 15,024 | 0 | 40 | United-States | Middle-aged | 1,502,400,000 | >50K |
50 | Private | 43,764 | Doctorate | 16 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 15,024 | 0 | 50 | United-States | Middle-aged | 1,502,400,000 | >50K |
49 | Self-emp-not-inc | 181,307 | Prof-school | 15 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 15,024 | 0 | 65 | United-States | Middle-aged | 1,502,400,000 | >50K |
49 | ? | 271,346 | Bachelors | 13 | Married-civ-spouse | ? | Husband | White | Male | 15,024 | 0 | 60 | United-States | Middle-aged | 1,502,400,000 | >50K |
41 | Self-emp-not-inc | 174,395 | Doctorate | 16 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 15,024 | 0 | 55 | United-States | Middle-aged | 1,502,400,000 | >50K |
58 | Private | 146,477 | Masters | 14 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 40 | Greece | Middle-aged | 1,502,400,000 | >50K |
44 | Self-emp-inc | 357,679 | Bachelors | 13 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 15,024 | 0 | 65 | United-States | Middle-aged | 1,502,400,000 | >50K |
36 | Self-emp-inc | 306,156 | Some-college | 10 | Married-civ-spouse | Sales | Husband | White | Male | 15,024 | 0 | 60 | United-States | Middle-aged | 1,502,400,000 | >50K |
57 | Federal-gov | 42,298 | Masters | 14 | Married-civ-spouse | Exec-managerial | Husband | Black | Male | 15,024 | 0 | 40 | United-States | Middle-aged | 1,502,400,000 | >50K |
39 | Private | 375,452 | Prof-school | 15 | Married-civ-spouse | Exec-managerial | Wife | White | Female | 15,024 | 0 | 48 | United-States | Middle-aged | 1,502,400,000 | >50K |
55 | Private | 98,361 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 55 | United-States | Middle-aged | 1,502,400,000 | >50K |
42 | Private | 98,211 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 45 | United-States | Middle-aged | 1,502,400,000 | >50K |
47 | Self-emp-inc | 215,620 | Masters | 14 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 55 | United-States | Middle-aged | 1,502,400,000 | >50K |
55 | State-gov | 296,991 | Prof-school | 15 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 15,024 | 0 | 40 | United-States | Middle-aged | 1,502,400,000 | >50K |
45 | Private | 390,368 | Some-college | 10 | Married-civ-spouse | Sales | Husband | Black | Male | 15,024 | 0 | 99 | United-States | Middle-aged | 1,502,400,000 | >50K |
32 | Private | 447,066 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | Black | Male | 15,024 | 0 | 50 | United-States | Middle-aged | 1,502,400,000 | >50K |
58 | Federal-gov | 200,042 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 40 | United-States | Middle-aged | 1,502,400,000 | >50K |
31 | Private | 352,465 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 50 | United-States | Middle-aged | 1,502,400,000 | >50K |
49 | Private | 309,033 | Assoc-voc | 11 | Married-civ-spouse | Prof-specialty | Wife | White | Female | 15,024 | 0 | 60 | United-States | Middle-aged | 1,502,400,000 | >50K |
52 | Private | 284,329 | Assoc-voc | 11 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 15,024 | 0 | 40 | United-States | Middle-aged | 1,502,400,000 | >50K |
28 | Private | 312,372 | HS-grad | 9 | Married-civ-spouse | Exec-managerial | Husband | Black | Male | 15,024 | 0 | 40 | United-States | Young | 1,502,400,000 | >50K |
55 | Federal-gov | 305,850 | Prof-school | 15 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 40 | United-States | Middle-aged | 1,502,400,000 | >50K |
42 | Self-emp-inc | 277,488 | Prof-school | 15 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 15,024 | 0 | 65 | United-States | Middle-aged | 1,502,400,000 | >50K |
46 | Private | 273,575 | Bachelors | 13 | Married-civ-spouse | Transport-moving | Husband | White | Male | 15,024 | 0 | 40 | United-States | Middle-aged | 1,502,400,000 | >50K |
40 | Self-emp-not-inc | 237,293 | Prof-school | 15 | Married-civ-spouse | Prof-specialty | Wife | White | Female | 15,024 | 0 | 40 | United-States | Middle-aged | 1,502,400,000 | >50K |
45 | Self-emp-not-inc | 176,814 | Doctorate | 16 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 15,024 | 0 | 40 | United-States | Middle-aged | 1,502,400,000 | >50K |
51 | Local-gov | 133,336 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 15,024 | 0 | 40 | United-States | Middle-aged | 1,502,400,000 | >50K |
42 | Private | 187,720 | Masters | 14 | Married-civ-spouse | Sales | Husband | White | Male | 15,024 | 0 | 50 | ? | Middle-aged | 1,502,400,000 | >50K |
48 | Self-emp-inc | 54,190 | Prof-school | 15 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 15,024 | 0 | 40 | United-States | Middle-aged | 1,502,400,000 | >50K |
53 | Self-emp-inc | 134,793 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 50 | United-States | Middle-aged | 1,502,400,000 | >50K |
46 | Local-gov | 121,124 | Bachelors | 13 | Married-civ-spouse | Protective-serv | Husband | White | Male | 15,024 | 0 | 40 | United-States | Middle-aged | 1,502,400,000 | >50K |
41 | Self-emp-inc | 236,021 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 15,024 | 0 | 40 | United-States | Middle-aged | 1,502,400,000 | >50K |
42 | State-gov | 190,044 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 50 | United-States | Middle-aged | 1,502,400,000 | >50K |
47 | Private | 120,781 | Masters | 14 | Married-civ-spouse | Exec-managerial | Husband | Asian-Pac-Islander | Male | 15,024 | 0 | 40 | ? | Middle-aged | 1,502,400,000 | >50K |
51 | Private | 215,404 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | Amer-Indian-Eskimo | Male | 15,024 | 0 | 40 | United-States | Middle-aged | 1,502,400,000 | >50K |
38 | Private | 117,312 | HS-grad | 9 | Married-civ-spouse | Exec-managerial | Wife | White | Female | 15,024 | 0 | 40 | United-States | Middle-aged | 1,502,400,000 | >50K |
52 | Self-emp-inc | 234,286 | HS-grad | 9 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 40 | United-States | Middle-aged | 1,502,400,000 | >50K |
50 | Self-emp-inc | 283,676 | Doctorate | 16 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 15,024 | 0 | 60 | United-States | Middle-aged | 1,502,400,000 | >50K |
45 | Private | 102,308 | Masters | 14 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 60 | United-States | Middle-aged | 1,502,400,000 | >50K |
45 | Self-emp-not-inc | 210,364 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 15,024 | 0 | 80 | United-States | Middle-aged | 1,502,400,000 | >50K |
49 | Self-emp-not-inc | 219,718 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 15,024 | 0 | 40 | United-States | Middle-aged | 1,502,400,000 | >50K |
54 | Private | 104,501 | Some-college | 10 | Married-civ-spouse | Sales | Husband | White | Male | 15,024 | 0 | 40 | United-States | Middle-aged | 1,502,400,000 | >50K |
51 | Self-emp-inc | 100,029 | Doctorate | 16 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 15,024 | 0 | 40 | United-States | Middle-aged | 1,502,400,000 | >50K |
56 | Self-emp-inc | 109,856 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 50 | United-States | Middle-aged | 1,502,400,000 | >50K |
58 | Self-emp-not-inc | 248,841 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 15,024 | 0 | 40 | United-States | Middle-aged | 1,502,400,000 | >50K |
43 | Self-emp-inc | 117,158 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 15,024 | 0 | 60 | United-States | Middle-aged | 1,502,400,000 | >50K |
46 | Private | 110,171 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 15,024 | 0 | 50 | United-States | Middle-aged | 1,502,400,000 | >50K |
43 | Private | 212,894 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 50 | United-States | Middle-aged | 1,502,400,000 | >50K |
59 | Private | 354,037 | Prof-school | 15 | Married-civ-spouse | Transport-moving | Husband | Black | Male | 15,024 | 0 | 50 | United-States | Middle-aged | 1,502,400,000 | >50K |
47 | Local-gov | 149,700 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 15,024 | 0 | 35 | United-States | Middle-aged | 1,502,400,000 | >50K |
33 | Private | 182,926 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 50 | United-States | Middle-aged | 1,502,400,000 | >50K |
56 | Local-gov | 381,965 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 15,024 | 0 | 40 | United-States | Middle-aged | 1,502,400,000 | >50K |
41 | Private | 222,596 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 15,024 | 0 | 45 | United-States | Middle-aged | 1,502,400,000 | >50K |
64 | Federal-gov | 388,594 | Prof-school | 15 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 15,024 | 0 | 45 | ? | Senior | 1,502,400,000 | >50K |
43 | Private | 183,273 | Masters | 14 | Married-civ-spouse | Exec-managerial | Wife | White | Female | 15,024 | 0 | 32 | United-States | Middle-aged | 1,502,400,000 | >50K |
47 | Private | 102,628 | Masters | 14 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 55 | United-States | Middle-aged | 1,502,400,000 | >50K |
42 | Private | 227,065 | Some-college | 10 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 15,024 | 0 | 32 | United-States | Middle-aged | 1,502,400,000 | >50K |
48 | State-gov | 171,926 | Prof-school | 15 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 15,024 | 0 | 50 | United-States | Middle-aged | 1,502,400,000 | >50K |
61 | Private | 96,660 | Some-college | 10 | Married-civ-spouse | Adm-clerical | Wife | White | Female | 15,024 | 0 | 34 | United-States | Senior | 1,502,400,000 | >50K |
60 | Private | 93,997 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 45 | United-States | Senior | 1,502,400,000 | >50K |
38 | Private | 38,312 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 65 | United-States | Middle-aged | 1,502,400,000 | >50K |
28 | Private | 285,294 | Bachelors | 13 | Married-civ-spouse | Sales | Wife | Black | Female | 15,024 | 0 | 45 | United-States | Young | 1,502,400,000 | >50K |
54 | Private | 182,187 | Assoc-voc | 11 | Married-civ-spouse | Protective-serv | Husband | Black | Male | 15,024 | 0 | 38 | Jamaica | Middle-aged | 1,502,400,000 | >50K |
48 | Private | 207,277 | Masters | 14 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 40 | United-States | Middle-aged | 1,502,400,000 | >50K |
31 | Private | 187,560 | HS-grad | 9 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 15,024 | 0 | 40 | United-States | Middle-aged | 1,502,400,000 | >50K |
38 | Private | 114,591 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Wife | White | Female | 15,024 | 0 | 40 | United-States | Middle-aged | 1,502,400,000 | >50K |
32 | Private | 126,132 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 50 | United-States | Middle-aged | 1,502,400,000 | >50K |
42 | Private | 383,493 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 50 | United-States | Middle-aged | 1,502,400,000 | >50K |
41 | Self-emp-not-inc | 153,132 | Prof-school | 15 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 40 | United-States | Middle-aged | 1,502,400,000 | >50K |
40 | Private | 287,008 | Prof-school | 15 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 15,024 | 0 | 55 | Germany | Middle-aged | 1,502,400,000 | >50K |
44 | Local-gov | 136,986 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 15,024 | 0 | 35 | United-States | Middle-aged | 1,502,400,000 | >50K |
57 | Self-emp-inc | 127,728 | Prof-school | 15 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 15,024 | 0 | 60 | United-States | Middle-aged | 1,502,400,000 | >50K |
34 | Private | 177,437 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 15,024 | 0 | 45 | United-States | Middle-aged | 1,502,400,000 | >50K |
52 | Private | 145,166 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 55 | United-States | Middle-aged | 1,502,400,000 | >50K |
37 | Private | 19,899 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 15,024 | 0 | 45 | United-States | Middle-aged | 1,502,400,000 | >50K |
56 | Private | 367,984 | Assoc-voc | 11 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 40 | United-States | Middle-aged | 1,502,400,000 | >50K |
38 | Private | 172,538 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 50 | United-States | Middle-aged | 1,502,400,000 | >50K |
47 | Private | 264,052 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 50 | United-States | Middle-aged | 1,502,400,000 | >50K |
53 | Private | 73,134 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 15,024 | 0 | 60 | United-States | Middle-aged | 1,502,400,000 | >50K |
37 | Private | 588,003 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 40 | United-States | Middle-aged | 1,502,400,000 | >50K |
31 | Private | 197,886 | Some-college | 10 | Married-civ-spouse | Sales | Husband | White | Male | 15,024 | 0 | 45 | United-States | Middle-aged | 1,502,400,000 | >50K |
47 | Private | 121,124 | Bachelors | 13 | Married-civ-spouse | Craft-repair | Husband | White | Male | 15,024 | 0 | 50 | United-States | Middle-aged | 1,502,400,000 | >50K |
46 | Private | 58,683 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 55 | United-States | Middle-aged | 1,502,400,000 | >50K |
55 | Private | 175,071 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | Black | Male | 15,024 | 0 | 40 | United-States | Middle-aged | 1,502,400,000 | >50K |
43 | Private | 180,599 | Prof-school | 15 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 15,024 | 0 | 60 | United-States | Middle-aged | 1,502,400,000 | >50K |
46 | Self-emp-inc | 192,779 | Prof-school | 15 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 15,024 | 0 | 60 | United-States | Middle-aged | 1,502,400,000 | >50K |
45 | Private | 30,457 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 40 | United-States | Middle-aged | 1,502,400,000 | >50K |
43 | Self-emp-inc | 130,126 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 45 | United-States | Middle-aged | 1,502,400,000 | >50K |
61 | Private | 86,067 | Assoc-acdm | 12 | Married-civ-spouse | Sales | Husband | White | Male | 15,024 | 0 | 40 | United-States | Senior | 1,502,400,000 | >50K |
49 | Private | 187,370 | Masters | 14 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 50 | United-States | Middle-aged | 1,502,400,000 | >50K |
39 | Private | 177,154 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 15,024 | 0 | 50 | United-States | Middle-aged | 1,502,400,000 | >50K |
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