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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
36	Local-gov	110,866	Bachelors	13	Never-married	Prof-specialty	Not-in-family	White	Male	0	0	50	United-States	0 <=50K
31	Private	243,605	Bachelors	13	Widowed	Sales	Unmarried	White	Female	0	1,380	40	Cuba	0 <=50K
21	Private	163,870	Some-college	10	Never-married	Handlers-cleaners	Own-child	White	Male	0	0	30	United-States	0 <=50K
31	Self-emp-not-inc	80,145	Some-college	10	Married-civ-spouse	Craft-repair	Husband	White	Male	0	0	40	United-States	0 <=50K
46	Private	295,566	Doctorate	16	Divorced	Prof-specialty	Unmarried	White	Female	25,236	0	65	United-States	1 >50K
44	Private	63,042	Bachelors	13	Divorced	Exec-managerial	Own-child	White	Female	0	0	50	United-States	1 >50K
40	Private	229,148	12th	8	Married-civ-spouse	Other-service	Husband	Black	Male	0	0	40	Jamaica	0 <=50K
45	Private	242,552	Some-college	10	Never-married	Sales	Not-in-family	Black	Male	0	0	40	United-States	0 <=50K
60	Private	177,665	HS-grad	9	Married-civ-spouse	Craft-repair	Husband	White	Male	0	0	35	United-States	0 <=50K
18	Private	208,103	11th	7	Never-married	Other-service	Other-relative	White	Male	0	0	25	United-States	0 <=50K
28	Private	296,450	Bachelors	13	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	0	40	United-States	0 <=50K
36	Private	70,282	Some-college	10	Divorced	Adm-clerical	Unmarried	Black	Female	0	0	40	United-States	0 <=50K
36	Private	271,767	Bachelors	13	Separated	Prof-specialty	Not-in-family	White	Male	0	0	40	?	0 <=50K
40	Private	144,995	Assoc-voc	11	Married-civ-spouse	Tech-support	Husband	White	Male	4,386	0	40	United-States	0 <=50K
36	Local-gov	382,635	Bachelors	13	Divorced	Adm-clerical	Unmarried	White	Female	0	0	35	Honduras	0 <=50K
31	Private	295,697	HS-grad	9	Separated	Other-service	Unmarried	Black	Female	0	0	40	United-States	0 <=50K
33	Private	194,141	HS-grad	9	Married-civ-spouse	Machine-op-inspct	Husband	White	Male	0	0	40	United-States	0 <=50K
19	State-gov	378,418	HS-grad	9	Never-married	Tech-support	Own-child	White	Female	0	0	40	United-States	0 <=50K
22	Private	214,399	Some-college	10	Never-married	Sales	Own-child	White	Female	0	0	15	United-States	0 <=50K
34	Private	217,460	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	0	45	United-States	1 >50K
33	Private	182,556	HS-grad	9	Never-married	Other-service	Not-in-family	White	Male	0	0	40	United-States	0 <=50K
41	Private	125,831	HS-grad	9	Married-civ-spouse	Craft-repair	Husband	White	Male	0	2,051	60	United-States	0 <=50K
29	Private	271,328	Bachelors	13	Never-married	Prof-specialty	Not-in-family	White	Male	4,650	0	40	United-States	0 <=50K
50	Local-gov	50,459	HS-grad	9	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	0	42	United-States	1 >50K
42	Private	162,140	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	7,298	0	45	United-States	1 >50K
43	Private	177,937	Bachelors	13	Never-married	Prof-specialty	Not-in-family	White	Male	0	0	40	?	1 >50K
44	Private	111,502	HS-grad	9	Married-civ-spouse	Sales	Wife	White	Female	0	0	40	United-States	0 <=50K
20	Private	299,047	Some-college	10	Never-married	Other-service	Not-in-family	White	Female	0	0	20	United-States	0 <=50K
31	Private	223,212	HS-grad	9	Married-civ-spouse	Other-service	Husband	White	Male	0	0	40	Mexico	0 <=50K
65	Self-emp-not-inc	118,474	11th	7	Married-civ-spouse	Exec-managerial	Husband	White	Male	9,386	0	59	?	1 >50K
23	Private	352,139	Some-college	10	Never-married	Other-service	Not-in-family	White	Female	0	0	24	United-States	0 <=50K
55	Private	173,093	Some-college	10	Divorced	Adm-clerical	Not-in-family	Asian-Pac-Islander	Female	0	0	40	United-States	0 <=50K
26	Private	181,655	Assoc-voc	11	Married-civ-spouse	Adm-clerical	Husband	White	Male	0	2,377	45	United-States	0 <=50K
25	Private	332,702	Assoc-voc	11	Never-married	Other-service	Own-child	White	Female	0	0	15	United-States	0 <=50K
45	?	51,164	Some-college	10	Married-civ-spouse	?	Wife	Black	Female	0	0	40	United-States	0 <=50K
35	Private	234,901	Some-college	10	Married-civ-spouse	Craft-repair	Husband	White	Male	2,407	0	40	United-States	0 <=50K
36	Private	131,414	Some-college	10	Never-married	Sales	Not-in-family	Black	Female	0	0	36	United-States	0 <=50K
43	State-gov	260,960	Bachelors	13	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	0	50	United-States	0 <=50K
56	Private	156,052	HS-grad	9	Widowed	Other-service	Unmarried	Black	Female	594	0	20	United-States	0 <=50K
42	Private	279,914	Bachelors	13	Married-civ-spouse	Tech-support	Husband	White	Male	0	0	40	United-States	1 >50K
19	Private	192,453	Some-college	10	Never-married	Other-service	Other-relative	White	Female	0	0	25	United-States	0 <=50K
55	Self-emp-not-inc	200,939	HS-grad	9	Married-civ-spouse	Transport-moving	Husband	White	Male	0	0	72	United-States	0 <=50K
42	Private	151,408	Masters	14	Never-married	Exec-managerial	Not-in-family	White	Female	14,084	0	50	United-States	1 >50K
26	Private	112,847	Assoc-voc	11	Never-married	Tech-support	Own-child	White	Male	0	0	40	United-States	0 <=50K
17	Private	316,929	12th	8	Never-married	Handlers-cleaners	Own-child	White	Male	0	0	20	United-States	0 <=50K
42	Local-gov	126,319	Bachelors	13	Married-civ-spouse	Prof-specialty	Wife	White	Female	0	0	40	United-States	1 >50K
55	Private	197,422	HS-grad	9	Married-civ-spouse	Transport-moving	Husband	White	Male	7,688	0	40	United-States	1 >50K
32	Private	267,736	Some-college	10	Never-married	Adm-clerical	Own-child	Black	Female	0	0	40	United-States	0 <=50K
29	Private	267,034	11th	7	Never-married	Craft-repair	Own-child	Black	Male	0	0	40	Haiti	0 <=50K
46	State-gov	193,047	Bachelors	13	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	0	37	United-States	0 <=50K
29	State-gov	356,089	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	7,688	0	40	United-States	1 >50K
22	Private	223,515	Bachelors	13	Never-married	Prof-specialty	Unmarried	White	Male	0	0	20	United-States	0 <=50K
58	Self-emp-not-inc	87,510	10th	6	Married-civ-spouse	Craft-repair	Husband	White	Male	0	0	40	United-States	0 <=50K
23	Private	145,111	HS-grad	9	Never-married	Transport-moving	Unmarried	White	Male	0	0	50	United-States	0 <=50K
39	Private	48,093	HS-grad	9	Never-married	Handlers-cleaners	Not-in-family	White	Male	0	0	40	United-States	0 <=50K
27	Private	31,757	Assoc-voc	11	Never-married	Craft-repair	Own-child	White	Male	0	0	38	United-States	0 <=50K
54	Private	285,854	HS-grad	9	Married-civ-spouse	Transport-moving	Husband	White	Male	0	0	40	United-States	1 >50K
33	Local-gov	120,064	Bachelors	13	Never-married	Prof-specialty	Not-in-family	White	Female	0	0	45	United-States	0 <=50K
46	Federal-gov	167,381	HS-grad	9	Married-civ-spouse	Adm-clerical	Wife	White	Female	0	0	40	United-States	1 >50K
37	Private	103,408	HS-grad	9	Never-married	Farming-fishing	Not-in-family	Black	Male	0	0	40	United-States	0 <=50K
36	Private	101,460	HS-grad	9	Never-married	Other-service	Not-in-family	White	Female	0	0	18	United-States	0 <=50K
59	Local-gov	420,537	HS-grad	9	Married-civ-spouse	Adm-clerical	Wife	White	Female	0	0	38	United-States	1 >50K
34	Local-gov	119,411	HS-grad	9	Divorced	Protective-serv	Unmarried	White	Male	0	0	40	Portugal	0 <=50K
53	Self-emp-inc	128,272	Doctorate	16	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	0	70	United-States	1 >50K
51	Private	386,773	Bachelors	13	Never-married	Sales	Not-in-family	White	Male	0	0	55	United-States	1 >50K
32	Private	283,268	10th	6	Separated	Other-service	Unmarried	White	Female	0	0	42	United-States	0 <=50K
31	State-gov	301,526	Some-college	10	Married-spouse-absent	Other-service	Other-relative	White	Male	0	0	40	United-States	0 <=50K
22	Private	151,790	Some-college	10	Married-civ-spouse	Sales	Wife	White	Female	0	0	30	Germany	0 <=50K
47	Self-emp-not-inc	106,252	Bachelors	13	Divorced	Sales	Not-in-family	White	Female	0	0	50	United-States	0 <=50K
32	Private	188,557	HS-grad	9	Never-married	Machine-op-inspct	Not-in-family	White	Male	0	0	40	United-States	0 <=50K
26	Private	171,114	Some-college	10	Never-married	Farming-fishing	Not-in-family	White	Female	0	0	38	United-States	0 <=50K
37	Private	327,323	5th-6th	3	Separated	Farming-fishing	Not-in-family	White	Male	0	0	32	Guatemala	0 <=50K
31	Private	244,147	HS-grad	9	Divorced	Craft-repair	Unmarried	White	Male	0	0	55	United-States	0 <=50K
37	Private	280,282	Assoc-voc	11	Married-civ-spouse	Tech-support	Wife	White	Female	0	0	24	United-States	1 >50K
55	Private	116,442	HS-grad	9	Never-married	Sales	Not-in-family	White	Male	0	0	38	United-States	0 <=50K
23	Local-gov	282,579	Assoc-voc	11	Divorced	Tech-support	Not-in-family	White	Male	0	0	56	United-States	0 <=50K
36	Private	51,838	Some-college	10	Divorced	Adm-clerical	Unmarried	White	Female	0	0	40	United-States	0 <=50K
34	Private	73,585	Masters	14	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	0	40	?	0 <=50K
43	Private	226,902	Bachelors	13	Married-civ-spouse	Sales	Husband	White	Male	0	0	50	United-States	1 >50K
54	Private	279,129	Some-college	10	Never-married	Tech-support	Not-in-family	White	Male	0	0	40	United-States	0 <=50K
43	State-gov	146,908	Some-college	10	Married-civ-spouse	Craft-repair	Husband	White	Male	0	0	40	?	0 <=50K
28	Private	196,690	Assoc-voc	11	Never-married	Machine-op-inspct	Not-in-family	White	Female	0	1,669	42	United-States	0 <=50K
40	Private	130,760	Assoc-voc	11	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	0	50	United-States	1 >50K
41	Self-emp-not-inc	49,572	Some-college	10	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	0	60	United-States	0 <=50K
40	Private	237,601	Bachelors	13	Never-married	Sales	Not-in-family	Other	Female	0	0	55	United-States	1 >50K
42	Private	169,628	Some-college	10	Divorced	Adm-clerical	Not-in-family	Black	Female	0	0	38	United-States	0 <=50K
61	Self-emp-not-inc	36,671	HS-grad	9	Married-civ-spouse	Farming-fishing	Husband	White	Male	0	2,352	50	United-States	0 <=50K
18	Private	231,193	12th	8	Never-married	Machine-op-inspct	Own-child	White	Male	0	0	30	United-States	0 <=50K
59	?	192,130	HS-grad	9	Married-civ-spouse	?	Husband	White	Male	0	0	16	United-States	0 <=50K
21	?	149,704	HS-grad	9	Never-married	?	Not-in-family	White	Female	1,055	0	40	United-States	0 <=50K
48	Private	102,102	Assoc-voc	11	Married-civ-spouse	Tech-support	Husband	White	Male	0	0	50	United-States	1 >50K
41	Self-emp-inc	32,185	Bachelors	13	Married-civ-spouse	Tech-support	Husband	White	Male	0	0	40	United-States	0 <=50K
18	?	196,061	Some-college	10	Never-married	?	Own-child	White	Male	0	0	33	United-States	0 <=50K
23	Private	211,046	HS-grad	9	Never-married	Sales	Not-in-family	White	Female	2,463	0	40	United-States	0 <=50K
60	Private	31,577	HS-grad	9	Married-civ-spouse	Transport-moving	Husband	White	Male	0	0	60	United-States	1 >50K
22	Private	162,343	Some-college	10	Never-married	Other-service	Other-relative	Black	Male	0	0	20	United-States	0 <=50K
61	Private	128,831	HS-grad	9	Married-civ-spouse	Machine-op-inspct	Husband	White	Male	0	0	40	United-States	0 <=50K
25	Private	316,688	HS-grad	9	Never-married	Machine-op-inspct	Not-in-family	Black	Male	0	0	40	United-States	0 <=50K
46	Private	90,758	Masters	14	Never-married	Tech-support	Not-in-family	White	Male	0	0	35	United-States	1 >50K
43	Private	274,363	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	1,902	40	England	1 >50K