Datasets:

meghana
/

adult_income_dataset

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train · 48.8k rows

age int64 17 90	workclass stringclasses 9 values	fnlwgt int64 12.3k 1.49M	education stringclasses 16 values	educational-num int64 1 16	marital-status stringclasses 7 values	occupation stringclasses 15 values	relationship stringclasses 6 values	race stringclasses 5 values	gender 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
28	Private	175,262	HS-grad	9	Married-civ-spouse	Machine-op-inspct	Own-child	White	Male	0	0	40	United-States	<=50K
19	Private	109,928	11th	7	Never-married	Sales	Own-child	Black	Female	0	0	35	United-States	<=50K
37	Self-emp-not-inc	162,834	HS-grad	9	Married-civ-spouse	Sales	Husband	White	Male	0	1,902	45	United-States	>50K
50	Private	177,896	Doctorate	16	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	0	40	United-States	>50K
31	Private	181,372	HS-grad	9	Divorced	Adm-clerical	Unmarried	White	Female	0	0	35	United-States	<=50K
40	Private	70,645	Preschool	1	Never-married	Other-service	Not-in-family	White	Female	0	0	20	United-States	<=50K
51	Private	128,272	9th	5	Married-civ-spouse	Machine-op-inspct	Husband	White	Male	0	0	45	United-States	<=50K
56	Private	106,723	HS-grad	9	Divorced	Adm-clerical	Not-in-family	White	Female	0	0	40	United-States	<=50K
21	Private	122,348	Some-college	10	Never-married	Tech-support	Own-child	White	Female	0	0	35	United-States	<=50K
40	Private	177,905	Assoc-voc	11	Married-civ-spouse	Exec-managerial	Husband	White	Male	7,688	0	44	United-States	>50K
22	Private	254,547	Some-college	10	Never-married	Exec-managerial	Unmarried	Black	Female	0	0	40	Jamaica	<=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
44	Private	33,105	HS-grad	9	Married-civ-spouse	Exec-managerial	Husband	Amer-Indian-Eskimo	Male	0	0	40	United-States	<=50K
30	Private	215,441	Some-college	10	Never-married	Adm-clerical	Not-in-family	Other	Male	0	0	40	?	<=50K
44	Local-gov	197,919	Some-college	10	Divorced	Other-service	Unmarried	White	Female	0	0	40	United-States	<=50K
41	Private	206,139	HS-grad	9	Married-civ-spouse	Sales	Husband	White	Male	0	0	40	United-States	>50K
47	Private	117,849	Assoc-acdm	12	Divorced	Sales	Own-child	White	Male	0	0	44	United-States	<=50K
26	Private	323,044	Some-college	10	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	0	45	Germany	>50K
34	Private	90,415	Assoc-voc	11	Never-married	Tech-support	Not-in-family	Black	Male	0	0	40	United-States	<=50K
47	Private	294,913	Prof-school	15	Married-civ-spouse	Exec-managerial	Husband	White	Male	99,999	0	40	United-States	>50K
36	Private	127,573	HS-grad	9	Separated	Adm-clerical	Not-in-family	White	Female	0	0	38	United-States	<=50K
21	Private	180,190	Assoc-voc	11	Married-civ-spouse	Farming-fishing	Husband	White	Male	0	0	46	United-States	<=50K
45	State-gov	231,013	Bachelors	13	Divorced	Protective-serv	Not-in-family	White	Male	0	0	40	United-States	<=50K
33	Private	356,015	HS-grad	9	Separated	Craft-repair	Not-in-family	Amer-Indian-Eskimo	Male	0	0	35	Hong	<=50K
33	Private	198,069	HS-grad	9	Never-married	Machine-op-inspct	Not-in-family	White	Male	0	0	65	United-States	<=50K
58	Self-emp-not-inc	99,141	HS-grad	9	Divorced	Farming-fishing	Unmarried	White	Female	0	0	10	United-States	<=50K
31	Private	188,246	Assoc-acdm	12	Divorced	Craft-repair	Not-in-family	White	Male	0	0	50	United-States	>50K
32	Self-emp-not-inc	116,508	Some-college	10	Married-civ-spouse	Farming-fishing	Husband	White	Male	0	0	50	United-States	>50K
44	Federal-gov	38,434	Bachelors	13	Widowed	Exec-managerial	Unmarried	White	Female	0	0	40	United-States	>50K
24	Private	128,477	Masters	14	Never-married	Prof-specialty	Not-in-family	White	Female	0	0	40	United-States	<=50K
35	Private	91,839	Bachelors	13	Married-civ-spouse	Other-service	Husband	Amer-Indian-Eskimo	Male	7,688	0	20	United-States	>50K
43	Private	409,922	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	1,977	50	United-States	>50K
49	Private	185,041	HS-grad	9	Married-civ-spouse	Machine-op-inspct	Husband	White	Male	0	0	40	United-States	<=50K
37	Self-emp-not-inc	103,925	Bachelors	13	Married-civ-spouse	Sales	Wife	White	Female	0	0	50	United-States	<=50K
42	Self-emp-not-inc	34,037	Bachelors	13	Never-married	Farming-fishing	Own-child	White	Male	0	0	35	United-States	<=50K
31	Private	251,659	Some-college	10	Married-civ-spouse	Other-service	Husband	Asian-Pac-Islander	Male	0	1,485	55	?	>50K
19	Private	57,145	HS-grad	9	Never-married	Other-service	Own-child	White	Female	0	0	25	United-States	<=50K
41	Private	182,108	Doctorate	16	Never-married	Machine-op-inspct	Not-in-family	White	Female	0	0	40	United-States	>50K
51	Self-emp-inc	213,296	HS-grad	9	Married-civ-spouse	Other-service	Husband	White	Male	0	0	30	United-States	<=50K
51	Self-emp-inc	28,765	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	0	60	United-States	>50K
63	Private	37,792	10th	6	Widowed	Other-service	Not-in-family	White	Female	0	0	31	United-States	<=50K
39	Federal-gov	232,036	Some-college	10	Married-civ-spouse	Adm-clerical	Husband	White	Male	0	0	40	United-States	>50K
30	Private	33,678	HS-grad	9	Never-married	Sales	Own-child	White	Male	0	0	40	United-States	<=50K
62	Without-pay	159,908	Some-college	10	Married-civ-spouse	Adm-clerical	Wife	White	Female	0	0	16	United-States	<=50K
27	Private	176,761	HS-grad	9	Never-married	Craft-repair	Other-relative	Other	Male	0	0	40	Nicaragua	<=50K
32	Private	260,954	11th	7	Married-civ-spouse	Craft-repair	Husband	White	Male	0	2,042	30	United-States	<=50K
37	Local-gov	180,342	Bachelors	13	Married-civ-spouse	Other-service	Husband	White	Male	0	0	40	United-States	>50K
47	Local-gov	324,791	Masters	14	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	1,887	50	United-States	>50K
31	Private	183,801	Masters	14	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	1,902	43	United-States	>50K
42	Private	204,235	HS-grad	9	Married-civ-spouse	Sales	Husband	White	Male	0	0	40	United-States	<=50K
37	Private	249,720	Assoc-voc	11	Married-spouse-absent	Sales	Unmarried	Black	Female	0	0	32	United-States	<=50K
60	Private	127,084	HS-grad	9	Married-civ-spouse	Protective-serv	Husband	White	Male	0	2,042	34	United-States	<=50K
42	Local-gov	201,495	Some-college	10	Married-civ-spouse	Protective-serv	Husband	White	Male	0	0	72	United-States	>50K
38	Private	447,346	Some-college	10	Married-civ-spouse	Craft-repair	Husband	White	Male	0	0	36	United-States	>50K
24	Private	206,008	Assoc-acdm	12	Never-married	Prof-specialty	Own-child	Black	Male	0	0	20	United-States	<=50K
34	Private	286,020	HS-grad	9	Married-civ-spouse	Machine-op-inspct	Husband	White	Male	0	0	45	United-States	<=50K
20	?	99,891	Some-college	10	Never-married	?	Own-child	White	Female	0	0	30	United-States	<=50K
29	Local-gov	169,544	Some-college	10	Never-married	Protective-serv	Own-child	White	Male	0	0	48	United-States	<=50K
90	Private	313,749	HS-grad	9	Widowed	Adm-clerical	Unmarried	White	Female	0	0	25	United-States	<=50K
55	Private	89,182	12th	8	Divorced	Machine-op-inspct	Not-in-family	White	Female	0	0	40	Italy	<=50K
36	Private	258,102	HS-grad	9	Never-married	Handlers-cleaners	Not-in-family	White	Male	0	0	40	United-States	<=50K
49	Private	255,466	Some-college	10	Divorced	Adm-clerical	Not-in-family	White	Female	0	0	60	United-States	<=50K
50	Private	38,795	Bachelors	13	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	0	50	United-States	<=50K
17	Private	311,907	11th	7	Never-married	Other-service	Own-child	White	Male	0	0	25	United-States	<=50K
54	Private	171,924	HS-grad	9	Married-civ-spouse	Transport-moving	Husband	White	Male	0	0	70	United-States	<=50K
26	Private	164,488	Bachelors	13	Never-married	Exec-managerial	Not-in-family	White	Male	0	0	10	United-States	<=50K
44	Private	297,991	Assoc-acdm	12	Never-married	Exec-managerial	Not-in-family	Asian-Pac-Islander	Female	0	0	50	United-States	<=50K
28	Private	478,315	Bachelors	13	Never-married	Prof-specialty	Own-child	Black	Female	0	0	40	United-States	<=50K
54	Local-gov	34,832	Doctorate	16	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	0	60	United-States	>50K
21	Private	67,804	9th	5	Never-married	Machine-op-inspct	Own-child	Black	Male	0	0	20	United-States	<=50K
24	Private	34,568	Assoc-voc	11	Never-married	Transport-moving	Not-in-family	White	Male	0	0	40	United-States	<=50K
31	Private	47,151	HS-grad	9	Never-married	Other-service	Not-in-family	White	Female	0	0	56	United-States	<=50K
59	?	120,617	Some-college	10	Never-married	?	Not-in-family	Black	Female	0	0	40	United-States	<=50K
41	Private	318,046	Some-college	10	Married-civ-spouse	Transport-moving	Husband	White	Male	0	0	48	United-States	>50K
29	Private	363,963	HS-grad	9	Divorced	Other-service	Not-in-family	White	Female	0	0	40	United-States	<=50K
50	Private	92,811	Bachelors	13	Married-civ-spouse	Tech-support	Husband	White	Male	0	0	40	United-States	<=50K
32	Private	33,678	Some-college	10	Married-civ-spouse	Transport-moving	Husband	White	Male	0	0	50	United-States	>50K
42	Private	66,118	Some-college	10	Divorced	Machine-op-inspct	Not-in-family	White	Female	0	0	40	United-States	<=50K
47	Private	160,474	HS-grad	9	Married-civ-spouse	Exec-managerial	Wife	White	Female	0	0	30	United-States	>50K
44	Private	159,960	Some-college	10	Divorced	Adm-clerical	Unmarried	White	Female	0	0	40	United-States	<=50K
49	Private	242,987	Bachelors	13	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	0	40	Columbia	<=50K
61	Private	232,719	Masters	14	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	0	50	United-States	<=50K
65	Local-gov	103,153	7th-8th	4	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	1,411	40	United-States	<=50K
45	Local-gov	162,187	HS-grad	9	Married-civ-spouse	Protective-serv	Husband	White	Male	0	0	40	United-States	>50K
59	Private	207,391	HS-grad	9	Divorced	Machine-op-inspct	Not-in-family	White	Male	0	0	40	United-States	<=50K
30	Never-worked	176,673	HS-grad	9	Married-civ-spouse	?	Wife	Black	Female	0	0	40	United-States	<=50K
34	Private	356,882	Some-college	10	Married-civ-spouse	Sales	Husband	White	Male	0	0	45	United-States	>50K
24	Private	427,686	1st-4th	2	Married-civ-spouse	Handlers-cleaners	Other-relative	White	Male	0	0	40	Mexico	<=50K
42	Self-emp-inc	191,196	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	1,977	60	?	>50K
37	Private	377,798	Some-college	10	Married-civ-spouse	Craft-repair	Husband	White	Male	3,103	0	40	United-States	>50K
36	Private	43,712	10th	6	Married-civ-spouse	Craft-repair	Husband	White	Male	0	0	40	United-States	<=50K
21	?	205,939	Some-college	10	Never-married	?	Own-child	White	Male	0	0	40	United-States	<=50K
54	Private	161,691	Masters	14	Divorced	Prof-specialty	Not-in-family	White	Female	0	2,559	40	United-States	>50K
34	Private	346,034	12th	8	Married-spouse-absent	Handlers-cleaners	Unmarried	White	Male	0	0	35	Mexico	<=50K
41	Private	144,460	Some-college	10	Divorced	Machine-op-inspct	Own-child	White	Male	0	0	40	Italy	<=50K
18	Never-worked	153,663	Some-college	10	Never-married	?	Own-child	White	Male	0	0	4	United-States	<=50K
26	Private	262,617	HS-grad	9	Married-civ-spouse	Craft-repair	Husband	White	Male	0	0	48	United-States	<=50K
23	Federal-gov	173,851	HS-grad	9	Never-married	Armed-Forces	Not-in-family	White	Male	0	0	8	United-States	<=50K
63	?	126,540	Some-college	10	Divorced	?	Not-in-family	White	Female	0	0	5	United-States	<=50K
34	Private	117,963	Bachelors	13	Married-civ-spouse	Craft-repair	Husband	White	Male	0	0	40	United-States	>50K