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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
20	Private	416,103	Some-college	10	Never-married	Handlers-cleaners	Own-child	White	Male	0	0	40	United-States	0 <=50K
28	Private	108,574	Some-college	10	Never-married	Other-service	Not-in-family	White	Female	0	0	40	United-States	0 <=50K
50	State-gov	288,353	Bachelors	13	Married-civ-spouse	Protective-serv	Husband	White	Male	0	0	40	United-States	1 >50K
34	Private	227,689	Assoc-voc	11	Divorced	Tech-support	Not-in-family	White	Female	0	0	64	United-States	0 <=50K
28	Private	166,481	7th-8th	4	Married-civ-spouse	Handlers-cleaners	Husband	Other	Male	0	2,179	40	Puerto-Rico	0 <=50K
41	Private	445,382	Masters	14	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	1,977	65	United-States	1 >50K
28	Private	110,145	HS-grad	9	Married-civ-spouse	Adm-clerical	Husband	White	Male	0	0	40	United-States	0 <=50K
46	Self-emp-not-inc	317,253	HS-grad	9	Married-civ-spouse	Craft-repair	Husband	White	Male	0	0	25	United-States	0 <=50K
28	?	123,147	Some-college	10	Married-civ-spouse	?	Wife	White	Female	0	1,887	40	United-States	1 >50K
32	Private	364,657	Some-college	10	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	0	50	United-States	0 <=50K
41	Local-gov	42,346	Some-college	10	Divorced	Other-service	Not-in-family	Black	Female	0	0	24	United-States	0 <=50K
24	Private	241,951	HS-grad	9	Never-married	Handlers-cleaners	Unmarried	Black	Female	0	0	40	United-States	0 <=50K
33	Private	118,500	Some-college	10	Divorced	Exec-managerial	Unmarried	White	Female	0	0	40	United-States	0 <=50K
46	Private	188,386	Doctorate	16	Married-civ-spouse	Exec-managerial	Husband	White	Male	15,024	0	60	United-States	1 >50K
31	State-gov	1,033,222	Some-college	10	Married-civ-spouse	Machine-op-inspct	Husband	White	Male	0	0	40	United-States	0 <=50K
35	Private	92,440	12th	8	Divorced	Craft-repair	Not-in-family	White	Male	0	0	50	United-States	1 >50K
52	Private	190,762	1st-4th	2	Married-civ-spouse	Machine-op-inspct	Husband	White	Male	0	0	40	Mexico	0 <=50K
30	Private	426,017	11th	7	Never-married	Other-service	Own-child	White	Female	0	0	19	United-States	0 <=50K
34	Local-gov	243,867	11th	7	Separated	Machine-op-inspct	Not-in-family	Black	Male	0	0	40	United-States	0 <=50K
34	State-gov	240,283	HS-grad	9	Divorced	Transport-moving	Unmarried	White	Female	0	0	40	United-States	0 <=50K
20	Private	61,777	Some-college	10	Married-civ-spouse	Sales	Husband	White	Male	0	0	30	United-States	0 <=50K
17	Private	175,024	11th	7	Never-married	Handlers-cleaners	Own-child	White	Male	2,176	0	18	United-States	0 <=50K
32	State-gov	92,003	Bachelors	13	Married-civ-spouse	Exec-managerial	Wife	White	Female	0	0	40	United-States	1 >50K
29	Private	188,401	HS-grad	9	Divorced	Farming-fishing	Not-in-family	White	Male	0	0	40	United-States	0 <=50K
33	Private	228,528	10th	6	Never-married	Craft-repair	Unmarried	White	Female	0	0	35	United-States	0 <=50K
25	Private	133,373	HS-grad	9	Married-civ-spouse	Transport-moving	Husband	White	Male	0	0	60	United-States	0 <=50K
36	Federal-gov	255,191	Masters	14	Never-married	Prof-specialty	Not-in-family	White	Male	0	1,408	40	United-States	0 <=50K
23	Private	204,653	HS-grad	9	Never-married	Handlers-cleaners	Not-in-family	White	Male	0	0	72	Dominican-Republic	0 <=50K
63	Self-emp-inc	222,289	HS-grad	9	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	0	40	United-States	1 >50K
47	Local-gov	287,480	Masters	14	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	0	40	United-States	0 <=50K
80	?	107,762	HS-grad	9	Widowed	?	Not-in-family	White	Male	0	0	24	United-States	0 <=50K
17	?	202,521	11th	7	Never-married	?	Own-child	White	Male	0	0	40	United-States	0 <=50K
40	Self-emp-not-inc	204,116	Bachelors	13	Married-spouse-absent	Prof-specialty	Not-in-family	White	Female	2,174	0	40	United-States	0 <=50K
30	Private	29,662	Assoc-acdm	12	Married-civ-spouse	Other-service	Wife	White	Female	0	0	25	United-States	1 >50K
27	Private	116,358	Some-college	10	Never-married	Craft-repair	Own-child	Asian-Pac-Islander	Male	0	1,980	40	Philippines	0 <=50K
33	Private	208,405	Masters	14	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	0	50	United-States	1 >50K
34	Local-gov	284,843	HS-grad	9	Never-married	Farming-fishing	Not-in-family	Black	Male	594	0	60	United-States	0 <=50K
34	Local-gov	117,018	Some-college	10	Never-married	Protective-serv	Not-in-family	White	Female	0	0	40	United-States	0 <=50K
23	Private	81,281	Some-college	10	Married-civ-spouse	Adm-clerical	Husband	White	Male	0	0	40	United-States	0 <=50K
42	Local-gov	340,148	Some-college	10	Married-civ-spouse	Adm-clerical	Wife	White	Female	0	0	40	United-States	0 <=50K
29	Private	363,425	Bachelors	13	Never-married	Prof-specialty	Not-in-family	White	Male	0	0	40	United-States	0 <=50K
45	Private	45,857	HS-grad	9	Divorced	Adm-clerical	Not-in-family	White	Female	0	0	28	United-States	0 <=50K
24	Federal-gov	191,073	HS-grad	9	Never-married	Armed-Forces	Own-child	White	Male	0	0	40	United-States	0 <=50K
44	Private	116,632	Some-college	10	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	0	40	United-States	1 >50K
27	Private	405,855	9th	5	Never-married	Craft-repair	Other-relative	White	Male	0	0	40	Mexico	0 <=50K
20	Private	298,227	Some-college	10	Never-married	Sales	Not-in-family	White	Male	0	0	35	United-States	0 <=50K
44	Private	290,521	HS-grad	9	Widowed	Exec-managerial	Unmarried	Black	Female	0	0	40	United-States	0 <=50K
51	Private	56,915	HS-grad	9	Married-civ-spouse	Craft-repair	Husband	Amer-Indian-Eskimo	Male	0	0	40	United-States	0 <=50K
20	Private	146,538	HS-grad	9	Married-civ-spouse	Machine-op-inspct	Husband	White	Male	0	0	40	United-States	0 <=50K
17	?	258,872	11th	7	Never-married	?	Own-child	White	Female	0	0	5	United-States	0 <=50K
19	Private	206,399	HS-grad	9	Never-married	Machine-op-inspct	Own-child	Black	Female	0	0	40	United-States	0 <=50K
45	Self-emp-inc	197,332	Some-college	10	Married-civ-spouse	Craft-repair	Husband	White	Male	0	0	55	United-States	1 >50K
60	Private	245,062	HS-grad	9	Married-civ-spouse	Craft-repair	Husband	White	Male	0	0	40	United-States	1 >50K
42	Private	197,583	Assoc-acdm	12	Married-civ-spouse	Exec-managerial	Husband	Black	Male	0	0	40	?	1 >50K
44	Self-emp-not-inc	234,885	HS-grad	9	Married-civ-spouse	Sales	Wife	White	Female	0	0	40	United-States	1 >50K
40	Private	72,887	Assoc-voc	11	Married-civ-spouse	Machine-op-inspct	Husband	Asian-Pac-Islander	Male	0	0	40	United-States	1 >50K
30	Private	180,374	HS-grad	9	Married-civ-spouse	Exec-managerial	Wife	White	Female	0	0	40	United-States	0 <=50K
38	Private	351,299	Some-college	10	Married-civ-spouse	Transport-moving	Husband	Black	Male	0	0	50	United-States	0 <=50K
23	Private	54,012	HS-grad	9	Married-civ-spouse	Transport-moving	Husband	White	Male	0	0	60	United-States	0 <=50K
32	?	115,745	Some-college	10	Married-civ-spouse	?	Husband	White	Male	0	0	40	United-States	0 <=50K
44	Private	116,632	Assoc-acdm	12	Never-married	Farming-fishing	Own-child	White	Male	0	0	40	United-States	0 <=50K
54	Local-gov	288,825	HS-grad	9	Married-civ-spouse	Transport-moving	Husband	Black	Male	0	0	40	United-States	0 <=50K
32	Private	132,601	Bachelors	13	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	0	50	United-States	0 <=50K
50	Private	193,374	1st-4th	2	Married-spouse-absent	Craft-repair	Unmarried	White	Male	0	0	40	United-States	0 <=50K
24	Private	170,070	Bachelors	13	Never-married	Tech-support	Not-in-family	White	Female	0	0	20	United-States	0 <=50K
37	Private	126,708	HS-grad	9	Married-civ-spouse	Adm-clerical	Wife	White	Female	0	0	60	United-States	0 <=50K
52	Private	35,598	HS-grad	9	Divorced	Transport-moving	Unmarried	White	Male	0	0	40	United-States	0 <=50K
38	Private	33,983	Some-college	10	Married-civ-spouse	Transport-moving	Husband	White	Male	0	0	40	United-States	0 <=50K
49	Private	192,776	Masters	14	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	1,977	45	United-States	1 >50K
30	Private	118,551	Bachelors	13	Married-civ-spouse	Tech-support	Wife	White	Female	0	0	16	United-States	1 >50K
60	Private	201,965	Some-college	10	Never-married	Prof-specialty	Unmarried	White	Male	0	0	40	United-States	1 >50K
22	?	139,883	Some-college	10	Never-married	?	Own-child	White	Male	0	0	40	United-States	0 <=50K
35	Private	285,020	HS-grad	9	Never-married	Craft-repair	Not-in-family	White	Male	0	0	40	United-States	0 <=50K
30	Private	303,990	HS-grad	9	Never-married	Transport-moving	Not-in-family	White	Male	0	0	60	United-States	0 <=50K
67	Private	49,401	Assoc-voc	11	Divorced	Other-service	Not-in-family	White	Female	0	0	24	United-States	0 <=50K
46	Private	279,196	Bachelors	13	Never-married	Craft-repair	Not-in-family	White	Female	0	0	40	United-States	0 <=50K
17	Private	211,870	9th	5	Never-married	Other-service	Not-in-family	White	Male	0	0	6	United-States	0 <=50K
22	Private	281,432	Some-college	10	Never-married	Handlers-cleaners	Own-child	White	Male	0	0	30	United-States	0 <=50K
27	Private	161,155	10th	6	Never-married	Other-service	Not-in-family	White	Male	0	0	40	United-States	0 <=50K
23	Private	197,904	HS-grad	9	Never-married	Other-service	Unmarried	White	Female	0	0	35	United-States	0 <=50K
33	Private	111,746	Assoc-acdm	12	Married-civ-spouse	Craft-repair	Husband	White	Male	0	0	45	Portugal	0 <=50K
43	Self-emp-not-inc	170,721	Some-college	10	Married-civ-spouse	Craft-repair	Husband	White	Male	0	0	20	United-States	0 <=50K
28	State-gov	70,100	Bachelors	13	Never-married	Prof-specialty	Not-in-family	White	Male	0	0	20	United-States	0 <=50K
41	Private	193,626	HS-grad	9	Married-spouse-absent	Craft-repair	Unmarried	White	Female	0	0	40	United-States	0 <=50K
52	?	271,749	12th	8	Never-married	?	Other-relative	Black	Male	594	0	40	United-States	0 <=50K
25	Private	189,775	Some-college	10	Married-spouse-absent	Adm-clerical	Own-child	Black	Female	0	0	20	United-States	0 <=50K
63	?	401,531	1st-4th	2	Married-civ-spouse	?	Husband	White	Male	0	0	35	United-States	0 <=50K
59	Local-gov	286,967	HS-grad	9	Married-civ-spouse	Transport-moving	Husband	White	Male	0	0	45	United-States	0 <=50K
45	Local-gov	164,427	Bachelors	13	Divorced	Prof-specialty	Unmarried	White	Female	0	0	40	United-States	0 <=50K
38	Private	91,039	Bachelors	13	Married-civ-spouse	Sales	Husband	White	Male	15,024	0	60	United-States	1 >50K
40	Private	347,934	HS-grad	9	Never-married	Other-service	Not-in-family	White	Female	0	0	35	United-States	0 <=50K
46	Federal-gov	371,373	HS-grad	9	Divorced	Adm-clerical	Not-in-family	White	Male	0	0	40	United-States	0 <=50K
35	Private	32,220	Assoc-acdm	12	Never-married	Exec-managerial	Not-in-family	White	Female	0	0	60	United-States	0 <=50K
34	Private	187,251	HS-grad	9	Divorced	Prof-specialty	Unmarried	White	Female	0	0	25	United-States	0 <=50K
33	Private	178,107	Bachelors	13	Never-married	Craft-repair	Own-child	White	Male	0	0	20	United-States	0 <=50K
41	Private	343,121	HS-grad	9	Divorced	Adm-clerical	Unmarried	White	Female	0	0	36	United-States	0 <=50K
20	Private	262,749	Some-college	10	Never-married	Machine-op-inspct	Own-child	White	Male	0	0	40	United-States	0 <=50K
23	Private	403,107	5th-6th	3	Never-married	Other-service	Own-child	White	Male	0	0	40	El-Salvador	0 <=50K
26	Private	64,293	Some-college	10	Never-married	Prof-specialty	Not-in-family	White	Female	0	0	35	United-States	0 <=50K
72	?	303,588	HS-grad	9	Married-civ-spouse	?	Husband	White	Male	0	0	20	United-States	0 <=50K