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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
52 | Private | 147,876 | Bachelors | 13 | Married-civ-spouse | Sales | Wife | White | Female | 15,024 | 0 | 60 | United-States | Middle-aged | 1,502,400,000 | >50K |
48 | Private | 126,754 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 15,024 | 0 | 40 | United-States | Middle-aged | 1,502,400,000 | >50K |
44 | Private | 120,277 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 15,024 | 0 | 50 | Italy | Middle-aged | 1,502,400,000 | >50K |
53 | State-gov | 281,590 | HS-grad | 9 | Married-civ-spouse | Exec-managerial | Wife | White | Female | 15,024 | 0 | 40 | United-States | Middle-aged | 1,502,400,000 | >50K |
64 | Self-emp-not-inc | 134,960 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 35 | United-States | Senior | 1,502,400,000 | >50K |
39 | Private | 79,331 | Masters | 14 | Married-civ-spouse | Exec-managerial | Husband | Asian-Pac-Islander | Male | 15,024 | 0 | 40 | United-States | Middle-aged | 1,502,400,000 | >50K |
50 | Private | 147,629 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 15,024 | 0 | 45 | United-States | Middle-aged | 1,502,400,000 | >50K |
57 | Self-emp-inc | 119,253 | Masters | 14 | Married-civ-spouse | Sales | Husband | White | Male | 15,024 | 0 | 65 | United-States | Middle-aged | 1,502,400,000 | >50K |
59 | Self-emp-not-inc | 174,056 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 15,024 | 0 | 40 | United-States | Middle-aged | 1,502,400,000 | >50K |
44 | Private | 198,282 | Masters | 14 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 40 | United-States | Middle-aged | 1,502,400,000 | >50K |
37 | Private | 82,521 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 40 | United-States | Middle-aged | 1,502,400,000 | >50K |
56 | Self-emp-inc | 211,804 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 15,024 | 0 | 50 | United-States | Middle-aged | 1,502,400,000 | >50K |
64 | Private | 319,371 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 40 | United-States | Senior | 1,502,400,000 | >50K |
32 | Private | 194,426 | Bachelors | 13 | Married-civ-spouse | Tech-support | Husband | White | Male | 15,024 | 0 | 40 | United-States | Middle-aged | 1,502,400,000 | >50K |
39 | Self-emp-inc | 122,742 | Assoc-acdm | 12 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 55 | United-States | Middle-aged | 1,502,400,000 | >50K |
57 | Self-emp-inc | 172,654 | Prof-school | 15 | Married-civ-spouse | Transport-moving | Husband | White | Male | 15,024 | 0 | 50 | United-States | Middle-aged | 1,502,400,000 | >50K |
35 | Private | 376,455 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 60 | United-States | Middle-aged | 1,502,400,000 | >50K |
51 | Self-emp-not-inc | 145,409 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 15,024 | 0 | 50 | United-States | Middle-aged | 1,502,400,000 | >50K |
44 | Private | 198,316 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 50 | United-States | Middle-aged | 1,502,400,000 | >50K |
57 | Self-emp-not-inc | 225,334 | Prof-school | 15 | Married-civ-spouse | Sales | Wife | White | Female | 15,024 | 0 | 35 | United-States | Middle-aged | 1,502,400,000 | >50K |
47 | Private | 151,267 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Wife | Black | Female | 15,024 | 0 | 40 | United-States | Middle-aged | 1,502,400,000 | >50K |
51 | Private | 293,196 | Doctorate | 16 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 15,024 | 0 | 60 | Iran | Middle-aged | 1,502,400,000 | >50K |
50 | Self-emp-not-inc | 44,368 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 15,024 | 0 | 55 | El-Salvador | Middle-aged | 1,502,400,000 | >50K |
52 | Private | 338,816 | Some-college | 10 | 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 | 214,169 | HS-grad | 9 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 15,024 | 0 | 40 | United-States | Middle-aged | 1,502,400,000 | >50K |
34 | Private | 30,497 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 60 | United-States | Middle-aged | 1,502,400,000 | >50K |
37 | Self-emp-inc | 291,518 | Bachelors | 13 | Married-civ-spouse | Craft-repair | Husband | White | Male | 15,024 | 0 | 55 | United-States | Middle-aged | 1,502,400,000 | >50K |
49 | Self-emp-inc | 362,654 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 50 | United-States | Middle-aged | 1,502,400,000 | >50K |
54 | Private | 22,743 | Some-college | 10 | Married-civ-spouse | Transport-moving | Husband | White | Male | 15,024 | 0 | 60 | United-States | Middle-aged | 1,502,400,000 | >50K |
39 | Private | 191,807 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 15,024 | 0 | 50 | United-States | Middle-aged | 1,502,400,000 | >50K |
39 | Self-emp-not-inc | 126,569 | Prof-school | 15 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 15,024 | 0 | 60 | United-States | Middle-aged | 1,502,400,000 | >50K |
32 | Private | 312,667 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 15,024 | 0 | 50 | United-States | Middle-aged | 1,502,400,000 | >50K |
34 | Self-emp-inc | 186,824 | 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 | Private | 114,758 | Masters | 14 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 65 | United-States | Middle-aged | 1,502,400,000 | >50K |
53 | Federal-gov | 199,720 | Doctorate | 16 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 15,024 | 0 | 60 | Germany | Middle-aged | 1,502,400,000 | >50K |
52 | Self-emp-inc | 100,506 | Some-college | 10 | Married-civ-spouse | Sales | Husband | White | Male | 15,024 | 0 | 50 | United-States | Middle-aged | 1,502,400,000 | >50K |
37 | Local-gov | 233,825 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Wife | White | Female | 15,024 | 0 | 50 | United-States | Middle-aged | 1,502,400,000 | >50K |
53 | Private | 424,079 | Masters | 14 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 55 | United-States | Middle-aged | 1,502,400,000 | >50K |
37 | Private | 148,015 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Wife | Black | Female | 15,024 | 0 | 40 | United-States | Middle-aged | 1,502,400,000 | >50K |
47 | Private | 124,973 | Assoc-voc | 11 | 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 | 93,664 | HS-grad | 9 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 60 | United-States | Middle-aged | 1,502,400,000 | >50K |
39 | Private | 173,175 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 50 | United-States | Middle-aged | 1,502,400,000 | >50K |
46 | Private | 155,659 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 15,024 | 0 | 45 | United-States | Middle-aged | 1,502,400,000 | >50K |
49 | Private | 65,087 | Masters | 14 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 50 | United-States | Middle-aged | 1,502,400,000 | >50K |
46 | Private | 117,849 | Some-college | 10 | Married-civ-spouse | Sales | Husband | White | Male | 15,024 | 0 | 40 | United-States | Middle-aged | 1,502,400,000 | >50K |
32 | Private | 207,668 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 45 | United-States | Middle-aged | 1,502,400,000 | >50K |
50 | Self-emp-inc | 127,315 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 60 | United-States | Middle-aged | 1,502,400,000 | >50K |
61 | Private | 85,548 | Some-college | 10 | Married-civ-spouse | Tech-support | Husband | White | Male | 15,024 | 0 | 18 | United-States | Senior | 1,502,400,000 | >50K |
33 | Private | 56,701 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 15,024 | 0 | 75 | United-States | Middle-aged | 1,502,400,000 | >50K |
31 | Local-gov | 381,153 | Some-college | 10 | Married-civ-spouse | Protective-serv | Husband | White | Male | 15,024 | 0 | 56 | United-States | Middle-aged | 1,502,400,000 | >50K |
39 | Self-emp-not-inc | 109,766 | Prof-school | 15 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 15,024 | 0 | 50 | United-States | Middle-aged | 1,502,400,000 | >50K |
45 | Self-emp-inc | 170,871 | HS-grad | 9 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 55 | United-States | Middle-aged | 1,502,400,000 | >50K |
35 | Private | 99,357 | Masters | 14 | Married-civ-spouse | Prof-specialty | Wife | White | Female | 15,024 | 0 | 50 | United-States | Middle-aged | 1,502,400,000 | >50K |
36 | Private | 261,382 | Masters | 14 | Married-civ-spouse | Sales | Husband | White | Male | 15,024 | 0 | 45 | United-States | Middle-aged | 1,502,400,000 | >50K |
40 | Self-emp-inc | 157,240 | Masters | 14 | Married-civ-spouse | Exec-managerial | Wife | White | Female | 15,024 | 0 | 30 | Iran | Middle-aged | 1,502,400,000 | >50K |
47 | Self-emp-not-inc | 168,109 | HS-grad | 9 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 15,024 | 0 | 50 | United-States | Middle-aged | 1,502,400,000 | >50K |
41 | Private | 280,167 | Masters | 14 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 70 | United-States | Middle-aged | 1,502,400,000 | >50K |
52 | Self-emp-inc | 173,754 | Prof-school | 15 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 15,024 | 0 | 60 | United-States | Middle-aged | 1,502,400,000 | >50K |
43 | Private | 303,051 | Assoc-voc | 11 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 40 | United-States | Middle-aged | 1,502,400,000 | >50K |
55 | Private | 116,878 | Doctorate | 16 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 15,024 | 0 | 30 | United-States | Middle-aged | 1,502,400,000 | >50K |
39 | Private | 179,668 | Bachelors | 13 | Married-civ-spouse | Tech-support | Husband | White | Male | 15,024 | 0 | 40 | United-States | Middle-aged | 1,502,400,000 | >50K |
61 | Private | 176,839 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 15,024 | 0 | 50 | United-States | Senior | 1,502,400,000 | >50K |
46 | Private | 360,096 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 60 | United-States | Middle-aged | 1,502,400,000 | >50K |
49 | Private | 198,759 | Assoc-acdm | 12 | Married-civ-spouse | Sales | Husband | White | Male | 15,024 | 0 | 60 | United-States | Middle-aged | 1,502,400,000 | >50K |
52 | Private | 145,409 | Some-college | 10 | Married-civ-spouse | Transport-moving | Husband | White | Male | 15,024 | 0 | 60 | Canada | Middle-aged | 1,502,400,000 | >50K |
58 | Private | 306,233 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 15,024 | 0 | 40 | United-States | Middle-aged | 1,502,400,000 | >50K |
49 | Local-gov | 149,210 | Bachelors | 13 | Married-civ-spouse | Protective-serv | Husband | Black | Male | 15,024 | 0 | 40 | United-States | Middle-aged | 1,502,400,000 | >50K |
46 | Private | 219,021 | HS-grad | 9 | Married-civ-spouse | Transport-moving | Husband | White | Male | 15,024 | 0 | 44 | United-States | Middle-aged | 1,502,400,000 | >50K |
47 | Self-emp-inc | 332,355 | Masters | 14 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 50 | United-States | Middle-aged | 1,502,400,000 | >50K |
47 | Self-emp-inc | 173,783 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 15,024 | 0 | 60 | United-States | Middle-aged | 1,502,400,000 | >50K |
36 | Local-gov | 61,778 | HS-grad | 9 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 15,024 | 0 | 40 | United-States | Middle-aged | 1,502,400,000 | >50K |
63 | Self-emp-inc | 137,940 | Prof-school | 15 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 15,024 | 0 | 50 | United-States | Senior | 1,502,400,000 | >50K |
37 | Private | 108,140 | Masters | 14 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 45 | United-States | Middle-aged | 1,502,400,000 | >50K |
46 | Private | 328,216 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 40 | United-States | Middle-aged | 1,502,400,000 | >50K |
39 | Private | 187,098 | Prof-school | 15 | Married-civ-spouse | Exec-managerial | Wife | White | Female | 15,024 | 0 | 47 | United-States | Middle-aged | 1,502,400,000 | >50K |
53 | Private | 151,580 | Some-college | 10 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 15,024 | 0 | 40 | United-States | Middle-aged | 1,502,400,000 | >50K |
30 | Private | 154,950 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 60 | United-States | Middle-aged | 1,502,400,000 | >50K |
32 | Private | 193,042 | Prof-school | 15 | Married-civ-spouse | Sales | Husband | White | Male | 15,024 | 0 | 60 | United-States | Middle-aged | 1,502,400,000 | >50K |
47 | State-gov | 120,429 | Doctorate | 16 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 15,024 | 0 | 50 | United-States | Middle-aged | 1,502,400,000 | >50K |
55 | Private | 229,029 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 48 | United-States | Middle-aged | 1,502,400,000 | >50K |
57 | Private | 200,453 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 15,024 | 0 | 40 | United-States | Middle-aged | 1,502,400,000 | >50K |
39 | Private | 70,995 | Bachelors | 13 | Married-civ-spouse | Transport-moving | Husband | White | Male | 15,024 | 0 | 99 | United-States | Middle-aged | 1,502,400,000 | >50K |
37 | Private | 186,934 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 15,024 | 0 | 60 | United-States | Middle-aged | 1,502,400,000 | >50K |
32 | Private | 167,531 | Prof-school | 15 | Married-civ-spouse | Prof-specialty | Wife | Asian-Pac-Islander | Female | 15,024 | 0 | 50 | United-States | Middle-aged | 1,502,400,000 | >50K |
50 | Private | 34,832 | Bachelors | 13 | Married-civ-spouse | Tech-support | Husband | White | Male | 15,024 | 0 | 40 | United-States | Middle-aged | 1,502,400,000 | >50K |
41 | Private | 35,166 | Prof-school | 15 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 15,024 | 0 | 50 | United-States | Middle-aged | 1,502,400,000 | >50K |
43 | Private | 352,005 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 15,024 | 0 | 45 | United-States | Middle-aged | 1,502,400,000 | >50K |
45 | Private | 205,100 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 60 | United-States | Middle-aged | 1,502,400,000 | >50K |
40 | State-gov | 199,381 | Masters | 14 | Married-civ-spouse | Prof-specialty | Wife | White | Female | 15,024 | 0 | 37 | United-States | Middle-aged | 1,502,400,000 | >50K |
55 | Private | 282,023 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 15,024 | 0 | 50 | United-States | Middle-aged | 1,502,400,000 | >50K |
59 | Private | 271,571 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 15,024 | 0 | 50 | United-States | Middle-aged | 1,502,400,000 | >50K |
63 | Private | 213,945 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 15,024 | 0 | 40 | Iran | Senior | 1,502,400,000 | >50K |
34 | Private | 187,215 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Wife | White | Female | 15,024 | 0 | 36 | United-States | Middle-aged | 1,502,400,000 | >50K |
50 | Local-gov | 259,377 | Masters | 14 | Married-civ-spouse | Prof-specialty | Wife | White | Female | 15,024 | 0 | 40 | United-States | Middle-aged | 1,502,400,000 | >50K |
51 | Self-emp-inc | 167,793 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 40 | United-States | Middle-aged | 1,502,400,000 | >50K |
36 | Private | 237,943 | Masters | 14 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 50 | United-States | Middle-aged | 1,502,400,000 | >50K |
54 | Private | 135,803 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | Asian-Pac-Islander | Male | 15,024 | 0 | 60 | South | Middle-aged | 1,502,400,000 | >50K |
42 | Private | 340,234 | HS-grad | 9 | Married-civ-spouse | Tech-support | Husband | Asian-Pac-Islander | Male | 15,024 | 0 | 40 | United-States | Middle-aged | 1,502,400,000 | >50K |
40 | Private | 226,902 | Masters | 14 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 50 | United-States | Middle-aged | 1,502,400,000 | >50K |
42 | Local-gov | 121,998 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 40 | United-States | Middle-aged | 1,502,400,000 | >50K |
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