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uci-adult-income

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train · 32.6k rows

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 stringlengths 2 27	income class label 2 classes
26	Private	397,317	Masters	14	Never-married	Prof-specialty	Not-in-family	White	Female	0	1,876	40	United-States	0 <=50K
19	?	170,653	HS-grad	9	Never-married	?	Own-child	White	Male	0	0	40	Italy	0 <=50K
51	Private	259,323	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	0	50	United-States	1 >50K
42	Local-gov	254,817	Some-college	10	Never-married	Prof-specialty	Not-in-family	White	Female	0	1,340	40	United-States	0 <=50K
37	State-gov	48,211	HS-grad	9	Divorced	Adm-clerical	Unmarried	White	Female	0	0	35	United-States	0 <=50K
18	Private	140,164	11th	7	Never-married	Sales	Own-child	White	Female	0	0	40	United-States	0 <=50K
36	Private	128,757	Bachelors	13	Married-civ-spouse	Other-service	Husband	Black	Male	7,298	0	36	United-States	1 >50K
35	Private	36,270	HS-grad	9	Divorced	Craft-repair	Not-in-family	White	Male	0	0	60	United-States	0 <=50K
58	Self-emp-inc	210,563	HS-grad	9	Married-civ-spouse	Sales	Wife	White	Female	15,024	0	35	United-States	1 >50K
17	Private	65,368	11th	7	Never-married	Sales	Own-child	White	Female	0	0	12	United-States	0 <=50K
44	Local-gov	160,943	HS-grad	9	Married-civ-spouse	Transport-moving	Husband	Black	Male	0	0	40	United-States	0 <=50K
37	Private	208,358	HS-grad	9	Married-civ-spouse	Craft-repair	Husband	White	Male	0	0	40	United-States	1 >50K
35	Private	153,790	Some-college	10	Never-married	Sales	Not-in-family	Amer-Indian-Eskimo	Female	0	0	40	United-States	0 <=50K
60	Private	85,815	HS-grad	9	Married-civ-spouse	Craft-repair	Husband	Asian-Pac-Islander	Male	0	0	40	United-States	0 <=50K
54	Self-emp-inc	125,417	7th-8th	4	Married-civ-spouse	Machine-op-inspct	Husband	White	Male	0	0	40	United-States	1 >50K
37	Private	635,913	Bachelors	13	Never-married	Exec-managerial	Not-in-family	Black	Male	0	0	60	United-States	1 >50K
50	Private	313,321	Assoc-acdm	12	Divorced	Sales	Not-in-family	White	Female	0	0	40	United-States	0 <=50K
38	Private	182,609	Bachelors	13	Married-civ-spouse	Sales	Husband	White	Male	0	0	50	Poland	0 <=50K
45	Private	109,434	Bachelors	13	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	0	55	United-States	0 <=50K
25	Private	255,004	10th	6	Never-married	Craft-repair	Not-in-family	White	Male	0	0	40	United-States	0 <=50K
31	Private	197,860	Some-college	10	Married-civ-spouse	Handlers-cleaners	Husband	White	Male	0	0	40	United-States	0 <=50K
64	?	187,656	1st-4th	2	Divorced	?	Not-in-family	White	Male	0	0	40	United-States	0 <=50K
90	Private	51,744	HS-grad	9	Never-married	Other-service	Not-in-family	Black	Male	0	2,206	40	United-States	0 <=50K
54	Private	176,681	HS-grad	9	Married-civ-spouse	Adm-clerical	Husband	Black	Male	0	0	20	United-States	0 <=50K
53	Local-gov	140,359	Preschool	1	Never-married	Machine-op-inspct	Not-in-family	White	Female	0	0	35	United-States	0 <=50K
18	Private	243,313	HS-grad	9	Never-married	Sales	Own-child	White	Female	0	0	40	United-States	0 <=50K
60	?	24,215	10th	6	Divorced	?	Not-in-family	Amer-Indian-Eskimo	Female	0	0	10	United-States	0 <=50K
66	Self-emp-not-inc	167,687	HS-grad	9	Married-civ-spouse	Farming-fishing	Husband	White	Male	1,409	0	50	United-States	0 <=50K
75	Private	314,209	Assoc-voc	11	Widowed	Adm-clerical	Not-in-family	White	Female	0	0	20	Columbia	0 <=50K
65	Private	176,796	HS-grad	9	Divorced	Adm-clerical	Not-in-family	White	Female	0	0	40	United-States	0 <=50K
35	Private	538,583	11th	7	Separated	Transport-moving	Not-in-family	Black	Male	3,674	0	40	United-States	0 <=50K
41	Private	130,408	HS-grad	9	Divorced	Sales	Unmarried	Black	Female	0	0	38	United-States	0 <=50K
25	Private	159,732	Some-college	10	Never-married	Adm-clerical	Not-in-family	White	Male	0	0	42	United-States	0 <=50K
33	Private	110,978	Some-college	10	Divorced	Craft-repair	Other-relative	Other	Female	0	0	40	United-States	0 <=50K
28	Private	76,714	Prof-school	15	Never-married	Prof-specialty	Not-in-family	White	Male	0	0	55	United-States	1 >50K
59	State-gov	268,700	HS-grad	9	Married-civ-spouse	Other-service	Husband	White	Male	0	0	40	United-States	0 <=50K
40	State-gov	170,525	Some-college	10	Never-married	Adm-clerical	Not-in-family	White	Female	0	0	38	United-States	0 <=50K
41	Private	180,138	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	0	50	Iran	1 >50K
38	Local-gov	115,076	Masters	14	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	0	70	United-States	1 >50K
23	Private	115,458	HS-grad	9	Never-married	Transport-moving	Own-child	White	Male	0	0	40	United-States	0 <=50K
40	Private	347,890	Bachelors	13	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	0	40	United-States	1 >50K
41	Self-emp-not-inc	196,001	HS-grad	9	Married-civ-spouse	Other-service	Wife	White	Female	0	0	20	United-States	0 <=50K
24	State-gov	273,905	Assoc-acdm	12	Married-civ-spouse	Protective-serv	Husband	White	Male	0	0	50	United-States	0 <=50K
20	?	119,156	Some-college	10	Never-married	?	Own-child	White	Male	0	0	20	United-States	0 <=50K
38	Private	179,488	Some-college	10	Divorced	Craft-repair	Not-in-family	White	Male	0	1,741	40	United-States	0 <=50K
56	Private	203,580	HS-grad	9	Married-civ-spouse	Adm-clerical	Husband	White	Male	0	0	35	?	0 <=50K
58	Private	236,596	HS-grad	9	Married-civ-spouse	Adm-clerical	Husband	White	Male	0	0	45	United-States	1 >50K
32	Private	183,916	HS-grad	9	Never-married	Other-service	Not-in-family	White	Female	0	0	34	United-States	0 <=50K
40	Private	207,578	Assoc-acdm	12	Married-civ-spouse	Tech-support	Husband	White	Male	0	1,977	60	United-States	1 >50K
45	Private	153,141	HS-grad	9	Married-civ-spouse	Adm-clerical	Husband	White	Male	0	0	40	?	0 <=50K
41	Private	112,763	Prof-school	15	Married-civ-spouse	Prof-specialty	Wife	White	Female	0	0	40	United-States	1 >50K
42	Private	390,781	Bachelors	13	Married-civ-spouse	Adm-clerical	Wife	Black	Female	0	0	40	United-States	0 <=50K
59	Local-gov	171,328	10th	6	Widowed	Other-service	Unmarried	Black	Female	0	0	30	United-States	0 <=50K
19	Local-gov	27,382	Some-college	10	Never-married	Adm-clerical	Own-child	White	Male	0	0	40	United-States	0 <=50K
58	Private	259,014	Some-college	10	Never-married	Transport-moving	Not-in-family	White	Male	0	0	20	United-States	0 <=50K
42	Self-emp-not-inc	303,044	HS-grad	9	Married-civ-spouse	Farming-fishing	Husband	Asian-Pac-Islander	Male	0	0	40	Cambodia	1 >50K
20	Private	117,789	HS-grad	9	Never-married	Other-service	Own-child	White	Female	0	0	40	United-States	0 <=50K
32	Private	172,579	HS-grad	9	Separated	Other-service	Not-in-family	White	Female	0	0	30	United-States	0 <=50K
45	Private	187,666	Assoc-voc	11	Widowed	Exec-managerial	Not-in-family	White	Female	0	0	45	United-States	0 <=50K
50	Private	204,518	7th-8th	4	Divorced	Craft-repair	Not-in-family	White	Male	0	0	40	United-States	0 <=50K
36	Private	150,042	Bachelors	13	Divorced	Prof-specialty	Own-child	White	Female	0	0	40	United-States	0 <=50K
45	Private	98,092	HS-grad	9	Married-civ-spouse	Sales	Husband	White	Male	0	0	60	United-States	0 <=50K
17	Private	245,918	11th	7	Never-married	Other-service	Own-child	White	Male	0	0	12	United-States	0 <=50K
59	Private	146,013	Some-college	10	Married-civ-spouse	Sales	Husband	White	Male	4,064	0	40	United-States	0 <=50K
26	Private	378,322	11th	7	Married-civ-spouse	Craft-repair	Husband	White	Male	0	0	40	United-States	0 <=50K
37	Self-emp-inc	257,295	Some-college	10	Married-civ-spouse	Exec-managerial	Husband	Asian-Pac-Islander	Male	0	0	75	Thailand	1 >50K
19	?	218,956	Some-college	10	Never-married	?	Own-child	White	Male	0	0	24	Canada	0 <=50K
64	Private	21,174	HS-grad	9	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	0	40	United-States	1 >50K
33	Private	185,480	Bachelors	13	Never-married	Prof-specialty	Not-in-family	White	Female	0	0	45	United-States	0 <=50K
33	Private	222,205	HS-grad	9	Married-civ-spouse	Craft-repair	Wife	White	Female	0	0	40	United-States	1 >50K
61	Private	69,867	HS-grad	9	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	0	40	United-States	1 >50K
17	Private	191,260	9th	5	Never-married	Other-service	Own-child	White	Male	1,055	0	24	United-States	0 <=50K
50	Self-emp-not-inc	30,653	Masters	14	Married-civ-spouse	Farming-fishing	Husband	White	Male	2,407	0	98	United-States	0 <=50K
27	Local-gov	209,109	Masters	14	Never-married	Prof-specialty	Own-child	White	Male	0	0	35	United-States	0 <=50K
30	Private	70,377	HS-grad	9	Divorced	Prof-specialty	Own-child	White	Female	0	0	40	United-States	0 <=50K
43	Private	477,983	HS-grad	9	Married-civ-spouse	Handlers-cleaners	Husband	Black	Male	0	0	40	United-States	0 <=50K
44	Private	170,924	Some-college	10	Married-civ-spouse	Craft-repair	Husband	White	Male	7,298	0	40	United-States	1 >50K
35	Private	190,174	Some-college	10	Never-married	Exec-managerial	Not-in-family	White	Female	0	0	40	United-States	0 <=50K
25	Private	193,787	Some-college	10	Never-married	Tech-support	Own-child	White	Female	0	0	40	United-States	0 <=50K
24	Private	279,472	Some-college	10	Married-civ-spouse	Machine-op-inspct	Wife	White	Female	7,298	0	48	United-States	1 >50K
22	Private	34,918	Bachelors	13	Never-married	Prof-specialty	Not-in-family	White	Female	0	0	15	Germany	0 <=50K
42	Local-gov	97,688	Some-college	10	Married-civ-spouse	Craft-repair	Husband	White	Male	5,178	0	40	United-States	1 >50K
34	Private	175,413	Assoc-acdm	12	Divorced	Sales	Unmarried	Black	Female	0	0	45	United-States	0 <=50K
60	Private	173,960	Bachelors	13	Divorced	Prof-specialty	Not-in-family	White	Female	0	0	42	United-States	0 <=50K
21	Private	205,759	HS-grad	9	Never-married	Handlers-cleaners	Own-child	White	Male	0	0	40	United-States	0 <=50K
57	Federal-gov	425,161	Masters	14	Married-civ-spouse	Sales	Husband	White	Male	15,024	0	40	United-States	1 >50K
41	Private	220,531	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	0	60	United-States	1 >50K
50	Private	176,609	Some-college	10	Divorced	Other-service	Not-in-family	White	Male	0	0	45	United-States	0 <=50K
25	Private	371,987	Bachelors	13	Never-married	Exec-managerial	Not-in-family	White	Female	0	0	40	United-States	0 <=50K
50	Private	193,884	7th-8th	4	Married-civ-spouse	Craft-repair	Husband	White	Male	0	0	40	Ecuador	0 <=50K
36	Private	200,352	Bachelors	13	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	0	45	United-States	0 <=50K
31	Private	127,595	HS-grad	9	Divorced	Prof-specialty	Not-in-family	White	Female	0	0	40	United-States	0 <=50K
29	Local-gov	220,419	Bachelors	13	Never-married	Protective-serv	Not-in-family	White	Male	0	0	56	United-States	0 <=50K
21	Private	231,931	Some-college	10	Never-married	Sales	Own-child	White	Male	0	0	45	United-States	0 <=50K
27	Private	248,402	Bachelors	13	Never-married	Tech-support	Unmarried	Black	Female	0	0	40	United-States	0 <=50K
65	Private	111,095	HS-grad	9	Married-civ-spouse	Transport-moving	Husband	White	Male	0	0	16	United-States	0 <=50K
37	Self-emp-inc	57,424	Bachelors	13	Divorced	Sales	Not-in-family	White	Female	0	0	60	United-States	0 <=50K
39	?	157,443	Masters	14	Married-civ-spouse	?	Wife	Asian-Pac-Islander	Female	3,464	0	40	?	0 <=50K
24	Private	278,130	HS-grad	9	Never-married	Craft-repair	Own-child	White	Male	0	0	40	United-States	0 <=50K
38	Private	169,469	HS-grad	9	Divorced	Sales	Not-in-family	White	Male	0	0	80	United-States	0 <=50K