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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
50	Self-emp-inc	167,793	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	2,415	60	United-States	>50K
46	Private	456,062	Doctorate	16	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	2,415	55	United-States	>50K
53	Self-emp-not-inc	105,478	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	2,415	40	United-States	>50K
50	Self-emp-not-inc	42,402	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	2,415	30	United-States	>50K
41	Self-emp-inc	114,580	Prof-school	15	Married-civ-spouse	Exec-managerial	Wife	White	Female	0	2,415	55	United-States	>50K
36	Private	346,478	Bachelors	13	Married-civ-spouse	Sales	Husband	White	Male	0	2,415	45	United-States	>50K
38	Private	187,870	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	2,415	90	United-States	>50K
54	Private	35,576	Some-college	10	Married-civ-spouse	Sales	Husband	White	Male	0	2,415	50	United-States	>50K
50	Private	102,346	Bachelors	13	Married-civ-spouse	Exec-managerial	Wife	White	Female	0	2,415	20	United-States	>50K
47	Private	148,995	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	2,415	60	United-States	>50K
47	Self-emp-inc	102,308	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	2,415	45	United-States	>50K
67	Private	105,252	Bachelors	13	Widowed	Exec-managerial	Not-in-family	White	Male	0	2,392	40	United-States	>50K
67	Self-emp-inc	106,175	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	2,392	75	United-States	>50K
72	Self-emp-not-inc	52,138	Doctorate	16	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	2,392	25	United-States	>50K
72	?	118,902	Doctorate	16	Married-civ-spouse	?	Husband	White	Male	0	2,392	6	United-States	>50K
46	Self-emp-inc	191,978	Masters	14	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	2,392	50	United-States	>50K
78	Self-emp-inc	188,044	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	2,392	40	United-States	>50K
71	Self-emp-inc	66,624	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	2,392	60	United-States	>50K
83	Self-emp-inc	153,183	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	2,392	55	United-States	>50K
68	Private	211,287	Masters	14	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	2,392	40	United-States	>50K
26	Private	181,655	Assoc-voc	11	Married-civ-spouse	Adm-clerical	Husband	White	Male	0	2,377	45	United-States	<=50K
68	State-gov	235,882	Doctorate	16	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	2,377	60	United-States	>50K
49	Self-emp-inc	158,685	HS-grad	9	Married-civ-spouse	Adm-clerical	Wife	White	Female	0	2,377	40	United-States	>50K
36	Private	370,767	HS-grad	9	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	2,377	60	United-States	<=50K
70	Self-emp-not-inc	155,141	Bachelors	13	Married-civ-spouse	Craft-repair	Husband	White	Male	0	2,377	12	United-States	>50K
27	Private	156,516	Some-college	10	Married-civ-spouse	Adm-clerical	Wife	Black	Female	0	2,377	20	United-States	<=50K
35	Local-gov	177,305	Some-college	10	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	2,377	40	United-States	<=50K
23	Private	162,945	HS-grad	9	Married-civ-spouse	Sales	Husband	White	Male	0	2,377	40	United-States	<=50K
81	Private	177,408	HS-grad	9	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	2,377	26	United-States	>50K
66	Self-emp-not-inc	427,422	Doctorate	16	Married-civ-spouse	Sales	Husband	White	Male	0	2,377	25	United-States	>50K
71	Private	152,307	HS-grad	9	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	2,377	45	United-States	>50K
68	Private	218,637	Some-college	10	Married-civ-spouse	Sales	Husband	White	Male	0	2,377	55	United-States	>50K
68	State-gov	202,699	Masters	14	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	2,377	42	?	>50K
65	?	240,857	Bachelors	13	Married-civ-spouse	?	Husband	White	Male	0	2,377	40	United-States	>50K
52	Private	222,405	HS-grad	9	Married-civ-spouse	Sales	Husband	Black	Male	0	2,377	40	United-States	<=50K
40	Self-emp-inc	110,862	Assoc-acdm	12	Married-civ-spouse	Craft-repair	Husband	White	Male	0	2,377	50	United-States	<=50K
68	?	257,269	Bachelors	13	Married-civ-spouse	?	Husband	White	Male	0	2,377	35	United-States	>50K
21	Private	377,931	Some-college	10	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	2,377	48	United-States	<=50K
35	Private	192,923	HS-grad	9	Married-civ-spouse	Craft-repair	Husband	White	Male	0	2,377	40	United-States	<=50K
70	Self-emp-inc	207,938	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	2,377	50	United-States	>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	<=50K
65	Self-emp-inc	81,413	HS-grad	9	Married-civ-spouse	Farming-fishing	Husband	White	Male	0	2,352	65	United-States	<=50K
46	Private	214,955	5th-6th	3	Divorced	Craft-repair	Not-in-family	White	Female	0	2,339	45	United-States	<=50K
26	Local-gov	166,295	Bachelors	13	Never-married	Prof-specialty	Not-in-family	White	Male	0	2,339	55	United-States	<=50K
59	Local-gov	147,707	HS-grad	9	Widowed	Farming-fishing	Unmarried	White	Male	0	2,339	40	United-States	<=50K
61	Private	43,554	5th-6th	3	Never-married	Handlers-cleaners	Not-in-family	Black	Male	0	2,339	40	United-States	<=50K
60	State-gov	358,893	Bachelors	13	Divorced	Prof-specialty	Not-in-family	White	Female	0	2,339	40	United-States	<=50K
49	Self-emp-inc	141,058	Some-college	10	Divorced	Exec-managerial	Not-in-family	White	Male	0	2,339	50	United-States	<=50K
34	Private	25,322	Bachelors	13	Married-spouse-absent	Machine-op-inspct	Not-in-family	Asian-Pac-Islander	Male	0	2,339	40	?	<=50K
25	Private	77,071	Bachelors	13	Never-married	Prof-specialty	Own-child	White	Female	0	2,339	35	United-States	<=50K
55	Private	158,702	Some-college	10	Never-married	Adm-clerical	Not-in-family	Black	Female	0	2,339	45	?	<=50K
59	Local-gov	171,328	HS-grad	9	Separated	Protective-serv	Other-relative	Black	Female	0	2,339	40	United-States	<=50K
28	State-gov	381,789	Some-college	10	Separated	Exec-managerial	Own-child	White	Male	0	2,339	40	United-States	<=50K
43	?	152,569	Assoc-voc	11	Widowed	?	Not-in-family	White	Female	0	2,339	36	United-States	<=50K
56	Self-emp-not-inc	346,635	Masters	14	Divorced	Sales	Unmarried	White	Female	0	2,339	60	United-States	<=50K
41	Private	162,140	HS-grad	9	Divorced	Craft-repair	Not-in-family	White	Male	0	2,339	40	United-States	<=50K
42	Private	191,765	HS-grad	9	Never-married	Adm-clerical	Other-relative	Black	Female	0	2,339	40	Trinadad&Tobago	<=50K
28	Private	251,905	Prof-school	15	Never-married	Prof-specialty	Not-in-family	White	Male	0	2,339	40	Canada	<=50K
40	Self-emp-not-inc	33,310	Prof-school	15	Divorced	Other-service	Not-in-family	White	Female	0	2,339	35	United-States	<=50K
69	Private	228,921	Bachelors	13	Widowed	Prof-specialty	Not-in-family	White	Male	0	2,282	40	United-States	>50K
66	Local-gov	36,364	HS-grad	9	Married-civ-spouse	Craft-repair	Husband	White	Male	0	2,267	40	United-States	<=50K
69	Private	124,930	5th-6th	3	Married-civ-spouse	Machine-op-inspct	Husband	White	Male	0	2,267	40	United-States	<=50K
55	Local-gov	176,046	Masters	14	Married-civ-spouse	Prof-specialty	Wife	White	Female	0	2,267	40	United-States	<=50K
57	Federal-gov	370,890	HS-grad	9	Never-married	Adm-clerical	Not-in-family	White	Male	0	2,258	40	United-States	<=50K
20	Self-emp-not-inc	157,145	Some-college	10	Never-married	Farming-fishing	Own-child	White	Male	0	2,258	10	United-States	<=50K
33	Private	288,825	HS-grad	9	Divorced	Craft-repair	Not-in-family	White	Male	0	2,258	84	United-States	<=50K
30	Self-emp-not-inc	257,295	Some-college	10	Never-married	Sales	Other-relative	Asian-Pac-Islander	Male	0	2,258	40	South	<=50K
40	Private	287,983	Bachelors	13	Never-married	Tech-support	Not-in-family	Asian-Pac-Islander	Female	0	2,258	48	Philippines	<=50K
38	Private	101,978	Some-college	10	Separated	Machine-op-inspct	Not-in-family	White	Male	0	2,258	55	United-States	>50K
46	State-gov	192,779	Assoc-acdm	12	Divorced	Adm-clerical	Unmarried	White	Male	0	2,258	38	United-States	>50K
29	Private	135,296	Bachelors	13	Never-married	Exec-managerial	Not-in-family	White	Female	0	2,258	45	United-States	>50K
57	Federal-gov	199,114	Bachelors	13	Never-married	Adm-clerical	Not-in-family	White	Male	0	2,258	40	United-States	<=50K
39	Private	156,897	HS-grad	9	Never-married	Craft-repair	Own-child	White	Male	0	2,258	42	United-States	>50K
47	Private	138,107	Bachelors	13	Divorced	Exec-managerial	Not-in-family	White	Male	0	2,258	40	United-States	>50K
26	Private	279,833	Bachelors	13	Never-married	Exec-managerial	Not-in-family	White	Male	0	2,258	45	United-States	>50K
27	Self-emp-not-inc	208,577	HS-grad	9	Never-married	Craft-repair	Not-in-family	White	Male	0	2,258	50	United-States	<=50K
23	Private	102,942	Bachelors	13	Never-married	Prof-specialty	Own-child	White	Female	0	2,258	40	United-States	>50K
34	Private	36,385	Masters	14	Never-married	Prof-specialty	Not-in-family	White	Male	0	2,258	50	United-States	<=50K
33	Private	176,185	12th	8	Divorced	Craft-repair	Not-in-family	White	Male	0	2,258	42	United-States	<=50K
38	Local-gov	162,613	Masters	14	Never-married	Prof-specialty	Not-in-family	White	Female	0	2,258	60	United-States	<=50K
57	Private	121,362	Some-college	10	Widowed	Adm-clerical	Unmarried	White	Female	0	2,258	38	United-States	>50K
36	Private	145,933	HS-grad	9	Never-married	Exec-managerial	Not-in-family	White	Male	0	2,258	70	United-States	<=50K
44	Federal-gov	29,591	Bachelors	13	Divorced	Tech-support	Not-in-family	White	Male	0	2,258	40	United-States	>50K
49	State-gov	269,417	Doctorate	16	Never-married	Exec-managerial	Not-in-family	White	Female	0	2,258	50	United-States	>50K
44	Self-emp-inc	178,510	Some-college	10	Never-married	Sales	Not-in-family	White	Male	0	2,258	60	United-States	<=50K
55	Private	41,108	Some-college	10	Widowed	Farming-fishing	Not-in-family	White	Male	0	2,258	62	United-States	>50K
45	Private	187,901	HS-grad	9	Divorced	Farming-fishing	Not-in-family	White	Male	0	2,258	44	United-States	>50K
48	Private	175,070	HS-grad	9	Divorced	Exec-managerial	Not-in-family	White	Female	0	2,258	40	United-States	>50K
31	Private	263,561	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	2,246	45	United-States	>50K
55	Local-gov	99,131	HS-grad	9	Married-civ-spouse	Prof-specialty	Other-relative	White	Female	0	2,246	40	United-States	>50K
70	Self-emp-not-inc	143,833	Some-college	10	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	2,246	40	United-States	>50K
70	Self-emp-not-inc	124,449	Masters	14	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	2,246	8	United-States	>50K
73	Private	336,007	Bachelors	13	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	2,246	40	United-States	>50K
72	Self-emp-not-inc	285,408	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	2,246	28	United-States	>50K
31	Private	327,825	HS-grad	9	Separated	Machine-op-inspct	Unmarried	White	Female	0	2,238	40	United-States	<=50K
28	Private	129,460	10th	6	Widowed	Adm-clerical	Unmarried	White	Female	0	2,238	35	United-States	<=50K
23	Self-emp-not-inc	258,298	Bachelors	13	Never-married	Adm-clerical	Own-child	White	Male	0	2,231	40	United-States	>50K
49	Local-gov	102,359	9th	5	Widowed	Handlers-cleaners	Unmarried	White	Male	0	2,231	40	United-States	>50K
27	Local-gov	92,431	Some-college	10	Never-married	Protective-serv	Not-in-family	White	Male	0	2,231	40	United-States	>50K
90	Private	51,744	HS-grad	9	Never-married	Other-service	Not-in-family	Black	Male	0	2,206	40	United-States	<=50K