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scikit-learn
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adult-census-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 1 26	income stringclasses 2 values
47	Self-emp-not-inc	355,978	Doctorate	16	Married-civ-spouse	Transport-moving	Husband	White	Male	0	2,002	45	United-States	<=50K
19	?	241,616	HS-grad	9	Never-married	?	Unmarried	White	Male	0	2,001	40	United-States	<=50K
30	Private	57,651	HS-grad	9	Never-married	Adm-clerical	Unmarried	White	Male	0	2,001	42	United-States	<=50K
20	Private	315,877	HS-grad	9	Never-married	Other-service	Unmarried	White	Male	0	2,001	40	United-States	<=50K
42	Federal-gov	74,680	Masters	14	Divorced	Adm-clerical	Not-in-family	White	Male	0	2,001	60	United-States	<=50K
31	Private	454,508	11th	7	Never-married	Craft-repair	Not-in-family	White	Male	0	2,001	40	United-States	<=50K
33	Private	202,046	Bachelors	13	Never-married	Handlers-cleaners	Not-in-family	White	Male	0	2,001	40	United-States	<=50K
25	Private	121,102	Assoc-acdm	12	Never-married	Tech-support	Not-in-family	White	Female	0	2,001	30	United-States	<=50K
20	Private	146,879	HS-grad	9	Never-married	Other-service	Not-in-family	White	Male	0	2,001	40	United-States	<=50K
23	Private	213,955	HS-grad	9	Never-married	Adm-clerical	Own-child	Black	Male	0	2,001	40	United-States	<=50K
55	?	123,382	HS-grad	9	Separated	?	Not-in-family	Black	Female	0	2,001	40	United-States	<=50K
41	Self-emp-not-inc	277,783	Some-college	10	Divorced	Craft-repair	Not-in-family	White	Male	0	2,001	50	United-States	<=50K
54	Self-emp-not-inc	199,741	HS-grad	9	Widowed	Craft-repair	Not-in-family	White	Male	0	2,001	35	United-States	<=50K
25	Private	378,322	HS-grad	9	Never-married	Craft-repair	Not-in-family	White	Male	0	2,001	50	United-States	<=50K
19	Private	264,390	Some-college	10	Never-married	Adm-clerical	Own-child	White	Female	0	2,001	40	United-States	<=50K
24	Private	210,029	HS-grad	9	Never-married	Adm-clerical	Not-in-family	White	Female	0	2,001	37	United-States	<=50K
56	Federal-gov	61,885	Bachelors	13	Never-married	Transport-moving	Not-in-family	Black	Male	0	2,001	65	United-States	<=50K
21	Local-gov	102,942	Some-college	10	Never-married	Other-service	Not-in-family	White	Female	0	2,001	40	United-States	<=50K
34	Private	209,297	HS-grad	9	Never-married	Machine-op-inspct	Not-in-family	Black	Male	0	2,001	40	United-States	<=50K
19	Private	198,459	HS-grad	9	Never-married	Adm-clerical	Own-child	White	Male	0	2,001	40	United-States	<=50K
21	?	40,052	Some-college	10	Never-married	?	Not-in-family	White	Male	0	2,001	45	United-States	<=50K
48	Private	93,476	HS-grad	9	Separated	Adm-clerical	Not-in-family	White	Female	0	2,001	40	United-States	<=50K
34	Private	174,789	Bachelors	13	Never-married	Other-service	Not-in-family	White	Male	0	2,001	40	United-States	<=50K
31	Private	189,759	HS-grad	9	Never-married	Farming-fishing	Not-in-family	White	Male	0	2,001	40	United-States	<=50K
36	Private	297,847	HS-grad	9	Never-married	Other-service	Not-in-family	Black	Female	0	2,001	40	United-States	<=50K
27	Private	124,953	HS-grad	9	Never-married	Other-service	Not-in-family	White	Male	0	1,980	40	United-States	<=50K
27	Private	116,358	Some-college	10	Never-married	Craft-repair	Own-child	Asian-Pac-Islander	Male	0	1,980	40	Philippines	<=50K
35	Private	187,119	Bachelors	13	Divorced	Sales	Not-in-family	White	Female	0	1,980	65	United-States	<=50K
31	Self-emp-not-inc	161,745	Bachelors	13	Married-spouse-absent	Exec-managerial	Not-in-family	White	Male	0	1,980	60	United-States	<=50K
27	Federal-gov	469,705	HS-grad	9	Never-married	Craft-repair	Not-in-family	Black	Male	0	1,980	40	United-States	<=50K
28	Local-gov	304,960	Assoc-acdm	12	Never-married	Adm-clerical	Not-in-family	White	Female	0	1,980	40	United-States	<=50K
42	Private	175,935	HS-grad	9	Divorced	Transport-moving	Not-in-family	White	Male	0	1,980	46	United-States	<=50K
44	Private	355,728	Some-college	10	Separated	Exec-managerial	Not-in-family	White	Male	0	1,980	45	England	<=50K
41	Private	53,956	Bachelors	13	Divorced	Sales	Not-in-family	White	Male	0	1,980	56	United-States	<=50K
28	Private	184,723	Bachelors	13	Never-married	Tech-support	Not-in-family	White	Female	0	1,980	35	United-States	<=50K
41	Federal-gov	185,616	HS-grad	9	Never-married	Adm-clerical	Not-in-family	White	Female	0	1,980	40	United-States	<=50K
35	Private	54,595	10th	6	Widowed	Other-service	Not-in-family	Black	Female	0	1,980	40	United-States	<=50K
58	Private	126,104	Masters	14	Divorced	Adm-clerical	Not-in-family	White	Female	0	1,980	45	United-States	<=50K
40	Private	139,193	HS-grad	9	Divorced	Machine-op-inspct	Not-in-family	White	Male	0	1,980	48	United-States	<=50K
31	Private	184,306	Assoc-voc	11	Never-married	Transport-moving	Own-child	White	Male	0	1,980	60	United-States	<=50K
30	Private	207,301	HS-grad	9	Never-married	Sales	Not-in-family	White	Female	0	1,980	40	United-States	<=50K
32	Private	199,529	Some-college	10	Separated	Tech-support	Not-in-family	Amer-Indian-Eskimo	Male	0	1,980	40	United-States	<=50K
25	Private	111,058	Some-college	10	Never-married	Adm-clerical	Not-in-family	White	Male	0	1,980	40	United-States	<=50K
34	Private	198,103	HS-grad	9	Never-married	Transport-moving	Own-child	White	Male	0	1,980	40	United-States	<=50K
56	Private	34,626	Some-college	10	Divorced	Exec-managerial	Not-in-family	White	Female	0	1,980	40	United-States	<=50K
45	Private	100,651	HS-grad	9	Divorced	Other-service	Not-in-family	White	Male	0	1,980	40	United-States	<=50K
50	Private	104,501	HS-grad	9	Never-married	Adm-clerical	Not-in-family	White	Male	0	1,980	40	United-States	<=50K
27	Private	132,805	10th	6	Never-married	Sales	Other-relative	White	Male	0	1,980	40	United-States	<=50K
51	Private	96,062	Some-college	10	Married-civ-spouse	Sales	Husband	White	Male	0	1,977	40	United-States	>50K
40	Private	207,578	Assoc-acdm	12	Married-civ-spouse	Tech-support	Husband	White	Male	0	1,977	60	United-States	>50K
41	Private	445,382	Masters	14	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	1,977	65	United-States	>50K
49	Private	192,776	Masters	14	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	1,977	45	United-States	>50K
37	Private	22,463	Assoc-voc	11	Married-civ-spouse	Craft-repair	Husband	White	Male	0	1,977	40	United-States	>50K
36	Self-emp-inc	108,293	Bachelors	13	Married-civ-spouse	Exec-managerial	Wife	White	Female	0	1,977	45	United-States	>50K
35	Private	199,352	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	1,977	80	United-States	>50K
29	Self-emp-inc	260,729	HS-grad	9	Married-civ-spouse	Sales	Wife	White	Female	0	1,977	25	United-States	>50K
50	Private	133,963	Bachelors	13	Married-civ-spouse	Prof-specialty	Wife	White	Female	0	1,977	40	United-States	>50K
46	Private	129,007	Bachelors	13	Married-civ-spouse	Sales	Husband	White	Male	0	1,977	40	United-States	>50K
44	Self-emp-not-inc	179,557	HS-grad	9	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	1,977	45	United-States	>50K
42	Local-gov	111,252	Masters	14	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	1,977	40	United-States	>50K
38	Federal-gov	338,320	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	1,977	50	United-States	>50K
45	Private	192,835	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	1,977	55	United-States	>50K
43	Local-gov	147,328	Masters	14	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	1,977	60	United-States	>50K
47	Self-emp-inc	139,268	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	1,977	60	United-States	>50K
58	Self-emp-inc	349,910	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	1,977	50	United-States	>50K
48	Private	331,482	Prof-school	15	Married-civ-spouse	Tech-support	Husband	White	Male	0	1,977	40	United-States	>50K
42	Local-gov	245,307	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	1,977	48	United-States	>50K
55	Private	153,484	Masters	14	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	1,977	50	United-States	>50K
51	Private	252,903	10th	6	Married-civ-spouse	Sales	Husband	White	Male	0	1,977	40	United-States	>50K
32	Private	295,589	Masters	14	Married-civ-spouse	Exec-managerial	Husband	Black	Male	0	1,977	40	United-States	>50K
45	Local-gov	160,472	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	1,977	50	United-States	>50K
56	Private	192,869	Masters	14	Married-civ-spouse	Craft-repair	Husband	White	Male	0	1,977	44	United-States	>50K
38	Private	234,901	Masters	14	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	1,977	60	United-States	>50K
45	Private	33,300	Assoc-voc	11	Married-civ-spouse	Sales	Husband	White	Male	0	1,977	50	United-States	>50K
49	Private	101,825	Masters	14	Married-civ-spouse	Prof-specialty	Wife	White	Female	0	1,977	40	United-States	>50K
36	Private	183,612	HS-grad	9	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	1,977	40	United-States	>50K
49	Private	185,041	Masters	14	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	1,977	40	United-States	>50K
30	Private	315,640	Doctorate	16	Married-civ-spouse	Prof-specialty	Husband	Asian-Pac-Islander	Male	0	1,977	40	China	>50K
42	Self-emp-inc	123,838	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	1,977	50	United-States	>50K
55	Private	31,905	Masters	14	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	1,977	40	United-States	>50K
34	Private	181,091	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	1,977	45	United-States	>50K
54	Private	88,278	Doctorate	16	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	1,977	50	United-States	>50K
42	Self-emp-not-inc	323,790	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	1,977	70	United-States	>50K
25	Local-gov	90,730	Bachelors	13	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	1,977	40	United-States	>50K
55	Self-emp-inc	138,594	HS-grad	9	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	1,977	45	United-States	>50K
58	State-gov	194,068	Masters	14	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	1,977	50	United-States	>50K
62	Private	218,009	HS-grad	9	Married-civ-spouse	Transport-moving	Husband	White	Male	0	1,977	60	United-States	>50K
43	Self-emp-inc	221,172	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	1,977	40	United-States	>50K
57	Local-gov	174,132	Masters	14	Married-civ-spouse	Prof-specialty	Wife	Black	Female	0	1,977	40	United-States	>50K
42	Self-emp-inc	277,256	Doctorate	16	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	1,977	60	United-States	>50K
63	Self-emp-not-inc	35,021	Bachelors	13	Married-civ-spouse	Prof-specialty	Husband	Asian-Pac-Islander	Male	0	1,977	32	China	>50K
47	Self-emp-not-inc	213,668	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	1,977	50	United-States	>50K
37	Private	99,146	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	1,977	50	United-States	>50K
40	Private	209,547	Bachelors	13	Married-civ-spouse	Sales	Husband	White	Male	0	1,977	60	United-States	>50K
43	Private	118,308	Bachelors	13	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	1,977	50	United-States	>50K
43	State-gov	33,331	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	1,977	70	United-States	>50K
41	Self-emp-not-inc	200,574	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	1,977	60	United-States	>50K
32	Private	204,374	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	1,977	60	United-States	>50K
47	Private	189,680	Bachelors	13	Married-civ-spouse	Sales	Husband	White	Male	0	1,977	40	United-States	>50K
39	Federal-gov	175,232	Some-college	10	Married-civ-spouse	Handlers-cleaners	Husband	White	Male	0	1,977	60	United-States	>50K