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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
61 | Private | 128,848 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 3,471 | 0 | 40 | United-States | Senior | 347,100,000 | <=50K |
74 | ? | 340,939 | 9th | 5 | Married-civ-spouse | ? | Husband | White | Male | 3,471 | 0 | 40 | United-States | Senior | 347,100,000 | <=50K |
63 | Private | 273,010 | HS-grad | 9 | Married-civ-spouse | Adm-clerical | Wife | White | Female | 3,471 | 0 | 40 | United-States | Senior | 347,100,000 | <=50K |
64 | Local-gov | 237,379 | HS-grad | 9 | Married-civ-spouse | Handlers-cleaners | Husband | White | Male | 3,471 | 0 | 40 | United-States | Senior | 347,100,000 | <=50K |
73 | Private | 242,769 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 3,471 | 0 | 40 | England | Senior | 347,100,000 | <=50K |
37 | Private | 259,846 | Assoc-voc | 11 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 3,471 | 0 | 40 | United-States | Middle-aged | 347,100,000 | <=50K |
72 | Private | 116,640 | Some-college | 10 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 3,471 | 0 | 20 | United-States | Senior | 347,100,000 | <=50K |
66 | Federal-gov | 47,358 | 10th | 6 | Married-civ-spouse | Craft-repair | Husband | White | Male | 3,471 | 0 | 40 | United-States | Senior | 347,100,000 | <=50K |
39 | ? | 157,443 | Masters | 14 | Married-civ-spouse | ? | Wife | Asian-Pac-Islander | Female | 3,464 | 0 | 40 | ? | Middle-aged | 346,400,000 | <=50K |
39 | Private | 129,597 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 3,464 | 0 | 40 | United-States | Middle-aged | 346,400,000 | <=50K |
38 | Private | 203,836 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 3,464 | 0 | 40 | Columbia | Middle-aged | 346,400,000 | <=50K |
32 | Private | 209,103 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 3,464 | 0 | 40 | United-States | Middle-aged | 346,400,000 | <=50K |
40 | ? | 428,584 | HS-grad | 9 | Married-civ-spouse | ? | Wife | Black | Female | 3,464 | 0 | 20 | United-States | Middle-aged | 346,400,000 | <=50K |
41 | State-gov | 227,734 | HS-grad | 9 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 3,464 | 0 | 40 | United-States | Middle-aged | 346,400,000 | <=50K |
36 | ? | 216,256 | HS-grad | 9 | Married-civ-spouse | ? | Husband | White | Male | 3,464 | 0 | 30 | United-States | Middle-aged | 346,400,000 | <=50K |
26 | Private | 302,097 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 3,464 | 0 | 48 | United-States | Young | 346,400,000 | <=50K |
29 | Self-emp-not-inc | 70,604 | HS-grad | 9 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 3,464 | 0 | 40 | United-States | Young | 346,400,000 | <=50K |
38 | State-gov | 364,958 | HS-grad | 9 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 3,464 | 0 | 40 | United-States | Middle-aged | 346,400,000 | <=50K |
27 | Private | 267,325 | HS-grad | 9 | Married-civ-spouse | Sales | Wife | White | Female | 3,464 | 0 | 40 | United-States | Young | 346,400,000 | <=50K |
39 | State-gov | 42,186 | HS-grad | 9 | Married-civ-spouse | Adm-clerical | Wife | Asian-Pac-Islander | Female | 3,464 | 0 | 20 | United-States | Middle-aged | 346,400,000 | <=50K |
54 | Private | 28,683 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 3,464 | 0 | 40 | United-States | Middle-aged | 346,400,000 | <=50K |
37 | Private | 212,512 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 3,464 | 0 | 50 | United-States | Middle-aged | 346,400,000 | <=50K |
31 | Private | 149,507 | Assoc-voc | 11 | Married-civ-spouse | Craft-repair | Husband | White | Male | 3,464 | 0 | 38 | United-States | Middle-aged | 346,400,000 | <=50K |
38 | Self-emp-not-inc | 184,456 | HS-grad | 9 | Married-civ-spouse | Other-service | Husband | White | Male | 3,464 | 0 | 80 | Italy | Middle-aged | 346,400,000 | <=50K |
31 | Local-gov | 209,103 | Some-college | 10 | Married-civ-spouse | Protective-serv | Husband | White | Male | 3,464 | 0 | 45 | United-States | Middle-aged | 346,400,000 | <=50K |
46 | Private | 248,059 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 3,464 | 0 | 40 | United-States | Middle-aged | 346,400,000 | <=50K |
37 | Private | 236,990 | Some-college | 10 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 3,464 | 0 | 40 | United-States | Middle-aged | 346,400,000 | <=50K |
30 | Private | 151,001 | 5th-6th | 3 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 3,464 | 0 | 40 | Mexico | Middle-aged | 346,400,000 | <=50K |
32 | Private | 184,440 | Some-college | 10 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 3,464 | 0 | 40 | United-States | Middle-aged | 346,400,000 | <=50K |
36 | Private | 115,360 | 10th | 6 | Married-civ-spouse | Machine-op-inspct | Own-child | White | Female | 3,464 | 0 | 40 | United-States | Middle-aged | 346,400,000 | <=50K |
55 | Private | 141,727 | Bachelors | 13 | Married-civ-spouse | Adm-clerical | Wife | White | Female | 3,464 | 0 | 40 | United-States | Middle-aged | 346,400,000 | <=50K |
36 | Self-emp-not-inc | 280,169 | Some-college | 10 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 3,456 | 0 | 8 | United-States | Middle-aged | 345,600,000 | <=50K |
75 | Self-emp-not-inc | 31,428 | HS-grad | 9 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 3,456 | 0 | 40 | United-States | Senior | 345,600,000 | <=50K |
71 | ? | 250,263 | Some-college | 10 | Married-civ-spouse | ? | Husband | White | Male | 3,432 | 0 | 30 | United-States | Senior | 343,200,000 | <=50K |
70 | Private | 278,139 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 3,432 | 0 | 40 | United-States | Senior | 343,200,000 | <=50K |
71 | ? | 108,390 | Some-college | 10 | Married-civ-spouse | ? | Husband | White | Male | 3,432 | 0 | 20 | United-States | Senior | 343,200,000 | <=50K |
66 | Local-gov | 179,285 | HS-grad | 9 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 3,432 | 0 | 20 | United-States | Senior | 343,200,000 | <=50K |
25 | ? | 262,245 | Assoc-voc | 11 | Never-married | ? | Own-child | White | Female | 3,418 | 0 | 40 | United-States | Young | 341,800,000 | <=50K |
33 | Private | 207,267 | 10th | 6 | Separated | Other-service | Unmarried | White | Female | 3,418 | 0 | 35 | United-States | Middle-aged | 341,800,000 | <=50K |
29 | Private | 286,452 | Assoc-acdm | 12 | Divorced | Sales | Unmarried | White | Female | 3,418 | 0 | 40 | United-States | Young | 341,800,000 | <=50K |
25 | Private | 195,914 | Some-college | 10 | Never-married | Sales | Own-child | Black | Female | 3,418 | 0 | 30 | United-States | Young | 341,800,000 | <=50K |
29 | ? | 339,100 | 11th | 7 | Divorced | ? | Not-in-family | White | Female | 3,418 | 0 | 48 | United-States | Young | 341,800,000 | <=50K |
27 | State-gov | 249,362 | Some-college | 10 | Married-civ-spouse | Transport-moving | Husband | White | Male | 3,411 | 0 | 40 | United-States | Young | 341,100,000 | <=50K |
44 | Private | 193,459 | Assoc-voc | 11 | Married-civ-spouse | Craft-repair | Husband | White | Male | 3,411 | 0 | 40 | United-States | Middle-aged | 341,100,000 | <=50K |
62 | ? | 225,652 | 7th-8th | 4 | Married-civ-spouse | ? | Husband | White | Male | 3,411 | 0 | 50 | United-States | Senior | 341,100,000 | <=50K |
39 | Private | 297,847 | 9th | 5 | Married-civ-spouse | Other-service | Wife | Black | Female | 3,411 | 0 | 34 | United-States | Middle-aged | 341,100,000 | <=50K |
62 | ? | 94,931 | Assoc-voc | 11 | Married-civ-spouse | ? | Husband | White | Male | 3,411 | 0 | 40 | United-States | Senior | 341,100,000 | <=50K |
51 | Private | 147,954 | HS-grad | 9 | Married-civ-spouse | Adm-clerical | Wife | Black | Female | 3,411 | 0 | 38 | United-States | Middle-aged | 341,100,000 | <=50K |
40 | Self-emp-not-inc | 55,363 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 3,411 | 0 | 40 | United-States | Middle-aged | 341,100,000 | <=50K |
29 | Private | 233,421 | Bachelors | 13 | Married-civ-spouse | Craft-repair | Husband | White | Male | 3,411 | 0 | 45 | United-States | Young | 341,100,000 | <=50K |
47 | Local-gov | 138,342 | 11th | 7 | Married-civ-spouse | Transport-moving | Husband | White | Male | 3,411 | 0 | 40 | El-Salvador | Middle-aged | 341,100,000 | <=50K |
37 | Private | 219,546 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Other-relative | White | Male | 3,411 | 0 | 47 | United-States | Middle-aged | 341,100,000 | <=50K |
30 | Private | 72,887 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Own-child | Asian-Pac-Islander | Male | 3,411 | 0 | 40 | United-States | Middle-aged | 341,100,000 | <=50K |
50 | Private | 158,948 | 7th-8th | 4 | Married-civ-spouse | Craft-repair | Husband | White | Male | 3,411 | 0 | 40 | United-States | Middle-aged | 341,100,000 | <=50K |
44 | State-gov | 96,249 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 3,411 | 0 | 40 | United-States | Middle-aged | 341,100,000 | <=50K |
28 | Private | 190,836 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 3,411 | 0 | 40 | United-States | Young | 341,100,000 | <=50K |
26 | Private | 255,193 | 11th | 7 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 3,411 | 0 | 40 | United-States | Young | 341,100,000 | <=50K |
41 | Private | 439,919 | 5th-6th | 3 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 3,411 | 0 | 40 | Mexico | Middle-aged | 341,100,000 | <=50K |
61 | Private | 180,382 | 5th-6th | 3 | Married-civ-spouse | Handlers-cleaners | Husband | White | Male | 3,411 | 0 | 45 | United-States | Senior | 341,100,000 | <=50K |
46 | Private | 171,228 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 3,411 | 0 | 35 | Guatemala | Middle-aged | 341,100,000 | <=50K |
56 | Self-emp-not-inc | 201,318 | 9th | 5 | Married-civ-spouse | Exec-managerial | Other-relative | White | Male | 3,411 | 0 | 50 | Columbia | Middle-aged | 341,100,000 | <=50K |
64 | ? | 146,272 | Some-college | 10 | Married-civ-spouse | ? | Husband | White | Male | 3,411 | 0 | 15 | United-States | Senior | 341,100,000 | <=50K |
38 | Self-emp-not-inc | 163,204 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 3,411 | 0 | 25 | United-States | Middle-aged | 341,100,000 | <=50K |
55 | Private | 132,887 | HS-grad | 9 | Married-civ-spouse | Transport-moving | Husband | Black | Male | 3,411 | 0 | 40 | Jamaica | Middle-aged | 341,100,000 | <=50K |
29 | Private | 413,297 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 3,411 | 0 | 70 | Mexico | Young | 341,100,000 | <=50K |
33 | Private | 60,567 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 3,411 | 0 | 40 | United-States | Middle-aged | 341,100,000 | <=50K |
51 | Private | 122,159 | Some-college | 10 | Widowed | Prof-specialty | Not-in-family | White | Female | 3,325 | 0 | 40 | United-States | Middle-aged | 332,500,000 | <=50K |
25 | Private | 221,757 | HS-grad | 9 | Divorced | Craft-repair | Not-in-family | White | Male | 3,325 | 0 | 45 | United-States | Young | 332,500,000 | <=50K |
49 | Private | 50,282 | Some-college | 10 | Divorced | Machine-op-inspct | Not-in-family | White | Male | 3,325 | 0 | 45 | United-States | Middle-aged | 332,500,000 | <=50K |
45 | Federal-gov | 273,194 | HS-grad | 9 | Never-married | Transport-moving | Not-in-family | Black | Male | 3,325 | 0 | 40 | United-States | Middle-aged | 332,500,000 | <=50K |
45 | Private | 330,535 | HS-grad | 9 | Never-married | Adm-clerical | Not-in-family | White | Male | 3,325 | 0 | 40 | United-States | Middle-aged | 332,500,000 | <=50K |
34 | Private | 182,177 | HS-grad | 9 | Divorced | Craft-repair | Not-in-family | White | Male | 3,325 | 0 | 35 | United-States | Middle-aged | 332,500,000 | <=50K |
24 | Private | 182,812 | Some-college | 10 | Never-married | Adm-clerical | Own-child | White | Female | 3,325 | 0 | 52 | Dominican-Republic | Young | 332,500,000 | <=50K |
43 | Private | 218,558 | Bachelors | 13 | Married-spouse-absent | Prof-specialty | Not-in-family | White | Male | 3,325 | 0 | 40 | United-States | Middle-aged | 332,500,000 | <=50K |
58 | Private | 140,363 | HS-grad | 9 | Divorced | Machine-op-inspct | Not-in-family | White | Male | 3,325 | 0 | 30 | United-States | Middle-aged | 332,500,000 | <=50K |
26 | Federal-gov | 95,806 | Some-college | 10 | Never-married | Craft-repair | Not-in-family | White | Male | 3,325 | 0 | 40 | United-States | Young | 332,500,000 | <=50K |
29 | Private | 159,768 | HS-grad | 9 | Never-married | Machine-op-inspct | Not-in-family | White | Male | 3,325 | 0 | 40 | Ecuador | Young | 332,500,000 | <=50K |
47 | Self-emp-inc | 175,958 | Bachelors | 13 | Never-married | Sales | Not-in-family | White | Male | 3,325 | 0 | 60 | United-States | Middle-aged | 332,500,000 | <=50K |
47 | Private | 184,005 | HS-grad | 9 | Divorced | Exec-managerial | Not-in-family | Amer-Indian-Eskimo | Female | 3,325 | 0 | 45 | United-States | Middle-aged | 332,500,000 | <=50K |
48 | Private | 348,144 | Some-college | 10 | Divorced | Transport-moving | Not-in-family | White | Male | 3,325 | 0 | 53 | United-States | Middle-aged | 332,500,000 | <=50K |
26 | Private | 120,238 | Bachelors | 13 | Never-married | Craft-repair | Not-in-family | White | Male | 3,325 | 0 | 40 | United-States | Young | 332,500,000 | <=50K |
31 | State-gov | 188,900 | Assoc-acdm | 12 | Never-married | Adm-clerical | Not-in-family | White | Female | 3,325 | 0 | 35 | United-States | Middle-aged | 332,500,000 | <=50K |
22 | Private | 310,152 | Some-college | 10 | Never-married | Other-service | Not-in-family | White | Male | 3,325 | 0 | 40 | United-States | Young | 332,500,000 | <=50K |
38 | Private | 51,100 | Bachelors | 13 | Divorced | Exec-managerial | Not-in-family | White | Male | 3,325 | 0 | 40 | United-States | Middle-aged | 332,500,000 | <=50K |
21 | Private | 189,888 | HS-grad | 9 | Never-married | Handlers-cleaners | Not-in-family | White | Male | 3,325 | 0 | 60 | United-States | Young | 332,500,000 | <=50K |
60 | Private | 128,367 | Some-college | 10 | Divorced | Prof-specialty | Unmarried | White | Male | 3,325 | 0 | 42 | United-States | Senior | 332,500,000 | <=50K |
51 | Local-gov | 209,320 | Prof-school | 15 | Never-married | Prof-specialty | Not-in-family | White | Male | 3,325 | 0 | 40 | United-States | Middle-aged | 332,500,000 | <=50K |
31 | Private | 193,231 | Bachelors | 13 | Never-married | Tech-support | Not-in-family | White | Male | 3,325 | 0 | 60 | United-States | Middle-aged | 332,500,000 | <=50K |
29 | Private | 157,612 | Bachelors | 13 | Never-married | Sales | Not-in-family | White | Female | 3,325 | 0 | 45 | United-States | Young | 332,500,000 | <=50K |
49 | Private | 323,798 | Some-college | 10 | Divorced | Exec-managerial | Not-in-family | White | Male | 3,325 | 0 | 50 | United-States | Middle-aged | 332,500,000 | <=50K |
35 | Private | 246,449 | HS-grad | 9 | Never-married | Other-service | Not-in-family | White | Male | 3,325 | 0 | 50 | United-States | Middle-aged | 332,500,000 | <=50K |
31 | Private | 286,406 | HS-grad | 9 | Never-married | Exec-managerial | Not-in-family | White | Male | 3,325 | 0 | 40 | United-States | Middle-aged | 332,500,000 | <=50K |
28 | Private | 230,856 | Some-college | 10 | Never-married | Prof-specialty | Not-in-family | Black | Female | 3,325 | 0 | 50 | United-States | Young | 332,500,000 | <=50K |
48 | Private | 247,685 | Some-college | 10 | Divorced | Craft-repair | Not-in-family | White | Male | 3,325 | 0 | 40 | United-States | Middle-aged | 332,500,000 | <=50K |
40 | Private | 222,011 | Masters | 14 | Never-married | Prof-specialty | Not-in-family | White | Female | 3,325 | 0 | 40 | United-States | Middle-aged | 332,500,000 | <=50K |
42 | Private | 397,346 | HS-grad | 9 | Never-married | Craft-repair | Not-in-family | White | Male | 3,325 | 0 | 40 | United-States | Middle-aged | 332,500,000 | <=50K |
33 | Private | 460,408 | HS-grad | 9 | Never-married | Sales | Not-in-family | White | Male | 3,325 | 0 | 50 | United-States | Middle-aged | 332,500,000 | <=50K |
41 | Private | 152,742 | Assoc-voc | 11 | Divorced | Tech-support | Not-in-family | White | Female | 3,325 | 0 | 40 | United-States | Middle-aged | 332,500,000 | <=50K |
40 | Private | 168,071 | Assoc-voc | 11 | Divorced | Tech-support | Not-in-family | White | Male | 3,325 | 0 | 40 | United-States | Middle-aged | 332,500,000 | <=50K |
27 | Private | 314,240 | Assoc-acdm | 12 | Never-married | Exec-managerial | Not-in-family | White | Male | 3,325 | 0 | 40 | United-States | Young | 332,500,000 | <=50K |
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