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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
53	Local-gov	186,303	Some-college	10	Married-civ-spouse	Protective-serv	Husband	White	Male	0	1,887	40	United-States	1 >50K
52	Local-gov	143,533	7th-8th	4	Never-married	Other-service	Other-relative	Black	Female	0	0	40	United-States	0 <=50K
42	Private	288,154	Some-college	10	Married-civ-spouse	Craft-repair	Husband	White	Male	0	0	89	United-States	1 >50K
48	Private	325,372	1st-4th	2	Married-civ-spouse	Machine-op-inspct	Husband	White	Male	0	0	40	Portugal	0 <=50K
35	Private	379,959	HS-grad	9	Divorced	Other-service	Not-in-family	White	Female	0	0	40	United-States	0 <=50K
33	Private	168,387	11th	7	Married-civ-spouse	Other-service	Husband	White	Male	0	0	40	United-States	0 <=50K
20	Private	234,640	Some-college	10	Never-married	Adm-clerical	Own-child	White	Female	0	0	40	United-States	0 <=50K
33	Private	232,475	Some-college	10	Never-married	Sales	Own-child	White	Male	0	0	45	United-States	0 <=50K
30	Private	205,152	Bachelors	13	Never-married	Sales	Not-in-family	White	Male	0	0	40	United-States	0 <=50K
31	Private	112,115	Some-college	10	Married-civ-spouse	Sales	Husband	White	Male	0	0	40	United-States	0 <=50K
29	Private	183,854	HS-grad	9	Never-married	Sales	Not-in-family	White	Female	0	0	25	United-States	0 <=50K
26	Private	164,386	HS-grad	9	Never-married	Craft-repair	Own-child	White	Male	0	0	48	United-States	0 <=50K
61	Private	149,620	Some-college	10	Divorced	Other-service	Not-in-family	Black	Male	0	0	40	United-States	0 <=50K
45	Private	199,590	5th-6th	3	Married-civ-spouse	Machine-op-inspct	Husband	White	Male	0	0	40	?	0 <=50K
29	Private	83,742	HS-grad	9	Divorced	Other-service	Unmarried	White	Female	0	0	45	United-States	0 <=50K
57	Self-emp-not-inc	65,080	HS-grad	9	Married-civ-spouse	Craft-repair	Husband	White	Male	0	0	50	United-States	1 >50K
33	Private	191,335	Assoc-acdm	12	Married-civ-spouse	Craft-repair	Husband	White	Male	0	1,902	50	United-States	1 >50K
20	Private	227,778	Some-college	10	Never-married	Sales	Not-in-family	White	Female	0	0	56	United-States	0 <=50K
26	Private	48,280	Bachelors	13	Never-married	Prof-specialty	Not-in-family	White	Female	0	0	40	United-States	0 <=50K
36	Private	66,304	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	0	55	United-States	1 >50K
23	Private	45,834	Bachelors	13	Never-married	Exec-managerial	Not-in-family	White	Female	0	0	50	United-States	0 <=50K
31	Private	298,995	HS-grad	9	Married-civ-spouse	Other-service	Wife	Black	Female	0	0	35	United-States	0 <=50K
47	Private	161,950	HS-grad	9	Divorced	Other-service	Unmarried	White	Female	0	0	32	United-States	0 <=50K
61	Private	98,776	11th	7	Widowed	Handlers-cleaners	Not-in-family	White	Female	0	0	30	United-States	0 <=50K
35	Private	102,268	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	0	45	United-States	0 <=50K
23	Private	180,771	1st-4th	2	Married-civ-spouse	Machine-op-inspct	Wife	Amer-Indian-Eskimo	Female	0	0	35	Mexico	0 <=50K
20	?	203,992	HS-grad	9	Never-married	?	Own-child	White	Male	0	0	40	United-States	0 <=50K
41	Private	206,878	HS-grad	9	Divorced	Other-service	Unmarried	White	Female	0	0	32	United-States	0 <=50K
39	Federal-gov	110,622	Bachelors	13	Married-civ-spouse	Adm-clerical	Wife	Asian-Pac-Islander	Female	0	0	40	Philippines	0 <=50K
51	Local-gov	203,334	Doctorate	16	Divorced	Exec-managerial	Not-in-family	White	Female	0	0	45	United-States	1 >50K
61	Self-emp-not-inc	50,483	7th-8th	4	Married-civ-spouse	Farming-fishing	Husband	White	Male	0	0	56	United-States	0 <=50K
51	Private	274,502	7th-8th	4	Divorced	Machine-op-inspct	Not-in-family	White	Female	0	0	48	United-States	0 <=50K
36	Private	208,068	Preschool	1	Divorced	Other-service	Not-in-family	Other	Male	0	0	72	Mexico	0 <=50K
41	Self-emp-not-inc	168,098	Bachelors	13	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	0	50	United-States	0 <=50K
34	Private	213,307	HS-grad	9	Never-married	Handlers-cleaners	Unmarried	White	Female	7,443	0	35	United-States	0 <=50K
25	Private	175,128	HS-grad	9	Married-civ-spouse	Transport-moving	Husband	White	Male	0	0	40	United-States	0 <=50K
37	Private	40,955	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	0	50	United-States	1 >50K
19	Private	60,890	HS-grad	9	Never-married	Craft-repair	Not-in-family	White	Male	0	0	49	United-States	0 <=50K
66	Self-emp-not-inc	102,686	Masters	14	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	0	20	United-States	1 >50K
23	Private	190,273	Bachelors	13	Never-married	Prof-specialty	Own-child	White	Male	0	0	40	United-States	0 <=50K
30	Self-emp-not-inc	176,185	Some-college	10	Married-spouse-absent	Craft-repair	Own-child	White	Male	0	0	60	United-States	1 >50K
53	Private	304,504	Some-college	10	Married-civ-spouse	Transport-moving	Husband	White	Male	0	1,887	45	United-States	1 >50K
25	Private	390,657	Some-college	10	Never-married	Other-service	Not-in-family	Black	Male	0	0	40	United-States	0 <=50K
18	Private	41,381	HS-grad	9	Never-married	Sales	Own-child	White	Female	0	1,602	20	United-States	0 <=50K
51	Private	101,432	HS-grad	9	Married-civ-spouse	Craft-repair	Husband	White	Male	0	0	40	United-States	0 <=50K
61	Private	190,682	HS-grad	9	Widowed	Craft-repair	Not-in-family	Black	Female	0	1,669	50	United-States	0 <=50K
53	Private	158,993	HS-grad	9	Widowed	Machine-op-inspct	Unmarried	Black	Female	0	0	38	United-States	0 <=50K
17	Private	117,798	10th	6	Never-married	Other-service	Own-child	White	Male	0	0	20	United-States	0 <=50K
61	Private	137,554	7th-8th	4	Married-civ-spouse	Craft-repair	Husband	White	Male	0	0	40	United-States	0 <=50K
44	Self-emp-inc	71,556	Masters	14	Married-civ-spouse	Sales	Husband	White	Male	0	0	50	?	1 >50K
38	Private	257,416	9th	5	Married-civ-spouse	Transport-moving	Husband	Black	Male	0	0	40	United-States	0 <=50K
40	Private	195,617	Some-college	10	Separated	Exec-managerial	Unmarried	White	Female	0	0	20	United-States	0 <=50K
32	Private	236,318	Some-college	10	Married-civ-spouse	Sales	Husband	White	Male	0	0	32	United-States	0 <=50K
46	Private	42,251	Some-college	10	Married-civ-spouse	Sales	Husband	White	Male	0	0	45	United-States	1 >50K
50	Private	257,933	Some-college	10	Divorced	Adm-clerical	Not-in-family	White	Female	0	0	40	United-States	0 <=50K
36	Self-emp-not-inc	109,133	Bachelors	13	Married-civ-spouse	Sales	Husband	White	Male	0	0	50	United-States	1 >50K
30	Self-emp-not-inc	261,943	11th	7	Married-spouse-absent	Craft-repair	Not-in-family	White	Male	0	0	30	Honduras	0 <=50K
33	Private	139,057	Masters	14	Married-civ-spouse	Tech-support	Husband	Asian-Pac-Islander	Male	0	0	50	United-States	1 >50K
36	Private	237,943	Bachelors	13	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	1,977	45	United-States	1 >50K
85	Private	98,611	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	0	3	Poland	0 <=50K
62	Private	128,092	HS-grad	9	Widowed	Adm-clerical	Not-in-family	White	Female	0	0	32	United-States	0 <=50K
24	Private	284,317	Bachelors	13	Never-married	Machine-op-inspct	Not-in-family	White	Female	0	0	32	United-States	0 <=50K
48	Self-emp-inc	185,041	HS-grad	9	Married-civ-spouse	Craft-repair	Husband	White	Male	7,298	0	50	United-States	1 >50K
58	Local-gov	223,214	HS-grad	9	Married-civ-spouse	Other-service	Husband	White	Male	0	0	40	United-States	0 <=50K
45	Self-emp-inc	173,664	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	0	45	United-States	1 >50K
66	Private	269,665	HS-grad	9	Widowed	Exec-managerial	Not-in-family	White	Female	0	0	25	United-States	0 <=50K
37	Private	121,521	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	15,024	0	45	United-States	1 >50K
55	Private	199,713	9th	5	Married-civ-spouse	Craft-repair	Husband	White	Male	0	0	48	United-States	0 <=50K
39	Self-emp-not-inc	193,689	HS-grad	9	Never-married	Exec-managerial	Not-in-family	White	Male	0	0	65	United-States	0 <=50K
58	Self-emp-inc	181,974	Doctorate	16	Never-married	Prof-specialty	Not-in-family	White	Female	0	0	99	?	0 <=50K
50	Private	485,710	Doctorate	16	Divorced	Prof-specialty	Not-in-family	White	Female	0	0	50	United-States	0 <=50K
28	Private	185,647	Some-college	10	Divorced	Handlers-cleaners	Not-in-family	White	Male	0	0	50	United-States	0 <=50K
34	Private	30,673	Masters	14	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	0	55	United-States	0 <=50K
41	Federal-gov	160,467	Masters	14	Divorced	Prof-specialty	Unmarried	White	Female	1,506	0	40	United-States	0 <=50K
36	Private	186,819	Assoc-acdm	12	Married-civ-spouse	Craft-repair	Husband	White	Male	0	0	52	United-States	1 >50K
22	Private	67,234	HS-grad	9	Never-married	Handlers-cleaners	Unmarried	White	Male	0	0	45	United-States	0 <=50K
35	Private	30,673	12th	8	Married-civ-spouse	Craft-repair	Husband	White	Male	0	0	84	United-States	0 <=50K
49	?	114,648	12th	8	Divorced	?	Other-relative	Black	Male	0	0	40	United-States	0 <=50K
21	Private	182,117	Assoc-acdm	12	Never-married	Other-service	Own-child	White	Male	0	0	40	United-States	0 <=50K
64	State-gov	222,966	7th-8th	4	Married-civ-spouse	Other-service	Wife	Black	Female	0	0	40	United-States	0 <=50K
41	Private	201,495	Masters	14	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	0	40	United-States	1 >50K
52	Private	301,229	Assoc-voc	11	Separated	Sales	Unmarried	White	Female	0	0	40	United-States	0 <=50K
32	Private	157,747	Some-college	10	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	0	40	United-States	0 <=50K
27	Private	155,382	Some-college	10	Never-married	Other-service	Not-in-family	White	Female	0	0	25	United-States	0 <=50K
48	Private	268,083	Some-college	10	Divorced	Exec-managerial	Not-in-family	White	Female	0	0	40	United-States	0 <=50K
28	Private	113,987	HS-grad	9	Married-civ-spouse	Machine-op-inspct	Wife	White	Female	0	0	40	United-States	0 <=50K
24	Private	216,984	Some-college	10	Married-civ-spouse	Other-service	Own-child	Asian-Pac-Islander	Female	0	0	35	United-States	0 <=50K
51	Private	177,669	Some-college	10	Married-civ-spouse	Sales	Husband	White	Male	0	0	60	United-States	0 <=50K
32	Private	164,190	Some-college	10	Never-married	Exec-managerial	Own-child	White	Male	0	0	40	United-States	0 <=50K
61	Private	355,645	HS-grad	9	Married-civ-spouse	Sales	Husband	Black	Male	0	0	40	United-States	0 <=50K
60	?	134,152	9th	5	Divorced	?	Not-in-family	Black	Male	0	0	35	United-States	0 <=50K
33	Private	63,079	HS-grad	9	Divorced	Adm-clerical	Unmarried	Black	Female	0	0	40	United-States	0 <=50K
42	Self-emp-not-inc	217,597	HS-grad	9	Divorced	Sales	Own-child	White	Male	0	0	50	?	0 <=50K
24	Private	381,895	11th	7	Divorced	Machine-op-inspct	Unmarried	White	Female	0	0	40	United-States	0 <=50K
82	?	403,910	HS-grad	9	Never-married	?	Not-in-family	White	Male	0	0	3	United-States	0 <=50K
26	Private	179,010	Some-college	10	Never-married	Craft-repair	Not-in-family	White	Male	0	0	65	United-States	0 <=50K
18	Private	436,163	11th	7	Never-married	Prof-specialty	Own-child	White	Male	0	0	20	United-States	0 <=50K
34	Private	321,709	HS-grad	9	Never-married	Other-service	Not-in-family	White	Female	0	0	28	United-States	0 <=50K
57	Private	153,918	HS-grad	9	Married-civ-spouse	Transport-moving	Husband	White	Male	0	0	40	United-States	0 <=50K
25	Private	403,788	HS-grad	9	Never-married	Craft-repair	Other-relative	Black	Male	0	0	40	United-States	0 <=50K