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
54	Private	174,806	HS-grad	9	Married-civ-spouse	Machine-op-inspct	Wife	White	Female	0	0	40	United-States	>50K
37	Private	32,207	HS-grad	9	Never-married	Transport-moving	Not-in-family	White	Male	0	0	40	United-States	<=50K
31	Private	43,607	Bachelors	13	Widowed	Adm-clerical	Unmarried	White	Male	0	0	60	United-States	<=50K
67	State-gov	168,224	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	0	40	United-States	<=50K
43	?	180,318	11th	7	Separated	?	Other-relative	White	Male	0	0	40	United-States	<=50K
21	Private	311,376	Some-college	10	Never-married	Exec-managerial	Other-relative	White	Female	0	0	40	United-States	<=50K
30	Private	101,562	HS-grad	9	Never-married	Adm-clerical	Not-in-family	White	Female	0	0	40	United-States	<=50K
32	Local-gov	267,859	Some-college	10	Married-civ-spouse	Protective-serv	Husband	White	Male	0	0	50	Cuba	<=50K
36	Private	86,143	Assoc-voc	11	Never-married	Craft-repair	Own-child	Asian-Pac-Islander	Male	0	0	40	United-States	<=50K
33	Local-gov	217,304	Bachelors	13	Never-married	Adm-clerical	Not-in-family	Black	Male	0	0	40	United-States	<=50K
37	Private	410,034	HS-grad	9	Married-civ-spouse	Craft-repair	Husband	White	Male	0	0	56	United-States	<=50K
29	Private	293,073	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	7,298	0	48	United-States	>50K
18	?	39,493	Some-college	10	Never-married	?	Own-child	White	Male	0	0	30	United-States	<=50K
26	Private	247,425	Some-college	10	Never-married	Sales	Not-in-family	Black	Male	0	0	40	Haiti	<=50K
51	Private	128,338	7th-8th	4	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	0	40	United-States	<=50K
39	Private	189,344	HS-grad	9	Married-civ-spouse	Machine-op-inspct	Husband	White	Male	0	0	40	Mexico	<=50K
18	Private	366,154	HS-grad	9	Never-married	Other-service	Not-in-family	White	Male	0	0	30	United-States	<=50K
52	Private	163,051	12th	8	Married-civ-spouse	Machine-op-inspct	Husband	White	Male	0	1,628	40	United-States	<=50K
31	Private	437,200	Some-college	10	Married-civ-spouse	Farming-fishing	Husband	White	Male	0	0	40	Mexico	<=50K
45	Private	323,798	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	7,298	0	53	United-States	>50K
38	Private	182,570	Some-college	10	Married-civ-spouse	Machine-op-inspct	Husband	White	Male	0	0	38	United-States	<=50K
21	Private	200,318	Assoc-acdm	12	Never-married	Sales	Not-in-family	White	Female	0	0	35	United-States	<=50K
33	Private	48,520	HS-grad	9	Separated	Handlers-cleaners	Not-in-family	White	Male	0	0	40	United-States	<=50K
39	Private	130,007	Some-college	10	Divorced	Craft-repair	Unmarried	White	Male	0	0	40	United-States	<=50K
31	Private	166,248	HS-grad	9	Married-civ-spouse	Machine-op-inspct	Husband	White	Male	0	0	40	United-States	<=50K
43	Private	203,554	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	1,902	50	United-States	>50K
64	?	192,715	Bachelors	13	Married-civ-spouse	?	Husband	White	Male	0	1,672	10	United-States	<=50K
33	Self-emp-inc	291,333	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	7,298	0	45	United-States	>50K
49	Self-emp-not-inc	39,140	HS-grad	9	Married-civ-spouse	Farming-fishing	Husband	White	Male	0	0	60	United-States	<=50K
41	Private	266,439	HS-grad	9	Married-civ-spouse	Machine-op-inspct	Husband	White	Male	0	0	40	United-States	<=50K
55	Self-emp-not-inc	126,840	Some-college	10	Divorced	Machine-op-inspct	Not-in-family	White	Male	0	0	40	United-States	<=50K
52	Private	166,419	Some-college	10	Divorced	Adm-clerical	Not-in-family	Black	Female	0	0	37	United-States	<=50K
42	Private	287,129	Bachelors	13	Divorced	Prof-specialty	Not-in-family	Black	Male	0	0	40	United-States	<=50K
24	Private	206,827	Some-college	10	Never-married	Adm-clerical	Own-child	White	Female	0	0	30	United-States	<=50K
42	Private	173,888	HS-grad	9	Married-spouse-absent	Adm-clerical	Not-in-family	White	Male	0	0	52	United-States	<=50K
41	State-gov	253,250	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	7,298	0	40	United-States	>50K
35	Private	337,239	HS-grad	9	Married-civ-spouse	Machine-op-inspct	Husband	White	Male	0	0	40	Mexico	<=50K
71	?	113,445	5th-6th	3	Married-civ-spouse	?	Husband	White	Male	0	0	10	United-States	<=50K
54	Federal-gov	201,127	Masters	14	Divorced	Exec-managerial	Not-in-family	White	Male	0	0	42	United-States	>50K
24	Private	403,107	5th-6th	3	Never-married	Handlers-cleaners	Other-relative	White	Male	0	0	40	Mexico	<=50K
59	?	179,078	HS-grad	9	Widowed	?	Unmarried	Black	Female	0	0	40	United-States	<=50K
30	?	126,402	11th	7	Never-married	?	Unmarried	Black	Female	0	0	40	United-States	<=50K
57	Federal-gov	223,892	Bachelors	13	Married-civ-spouse	Exec-managerial	Wife	White	Female	0	0	40	United-States	>50K
58	State-gov	191,318	Masters	14	Married-civ-spouse	Exec-managerial	Husband	White	Male	15,024	0	40	United-States	>50K
32	Private	394,708	HS-grad	9	Never-married	Other-service	Unmarried	Black	Male	0	0	40	United-States	<=50K
22	Private	119,474	HS-grad	9	Never-married	Sales	Own-child	White	Female	1,055	0	25	United-States	<=50K
20	Private	419,984	HS-grad	9	Divorced	Other-service	Unmarried	White	Female	0	0	25	United-States	<=50K
60	?	164,730	Bachelors	13	Married-civ-spouse	?	Husband	White	Male	0	0	40	United-States	<=50K
51	Private	190,678	HS-grad	9	Divorced	Prof-specialty	Unmarried	Black	Female	0	0	40	?	<=50K
26	Local-gov	197,897	HS-grad	9	Never-married	Adm-clerical	Own-child	Black	Female	0	0	20	England	<=50K
33	Private	286,675	11th	7	Married-civ-spouse	Craft-repair	Husband	White	Male	0	0	40	United-States	<=50K
19	Private	191,986	10th	6	Never-married	Sales	Unmarried	White	Female	0	0	40	United-States	<=50K
50	Self-emp-not-inc	90,525	HS-grad	9	Married-civ-spouse	Other-service	Wife	White	Female	15,024	0	20	United-States	>50K
32	Private	56,150	HS-grad	9	Married-civ-spouse	Sales	Husband	White	Male	0	0	40	United-States	<=50K
51	Local-gov	248,327	Bachelors	13	Married-civ-spouse	Transport-moving	Husband	Black	Male	0	0	40	United-States	>50K
18	Private	90,860	Some-college	10	Never-married	Sales	Own-child	Asian-Pac-Islander	Female	0	0	20	United-States	<=50K
35	Federal-gov	104,858	Masters	14	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	0	50	United-States	>50K
22	?	228,686	Some-college	10	Divorced	?	Own-child	White	Male	0	1,602	25	United-States	<=50K
46	Private	196,707	HS-grad	9	Divorced	Craft-repair	Not-in-family	White	Male	0	0	55	United-States	<=50K
37	Private	29,430	HS-grad	9	Divorced	Sales	Unmarried	White	Male	0	0	45	United-States	<=50K
45	Private	54,038	Some-college	10	Married-civ-spouse	Adm-clerical	Wife	White	Female	0	1,902	20	United-States	>50K
63	Private	281,025	9th	5	Married-civ-spouse	Handlers-cleaners	Husband	White	Male	0	0	32	United-States	<=50K
53	Private	258,832	HS-grad	9	Never-married	Other-service	Other-relative	Asian-Pac-Islander	Male	0	0	10	Philippines	<=50K
24	Private	131,220	HS-grad	9	Never-married	Adm-clerical	Own-child	Black	Female	0	0	40	United-States	<=50K
65	?	190,454	11th	7	Married-civ-spouse	?	Husband	White	Male	0	0	29	United-States	<=50K
43	Private	315,971	Assoc-acdm	12	Never-married	Prof-specialty	Not-in-family	White	Female	0	0	32	?	>50K
47	Private	265,097	HS-grad	9	Married-civ-spouse	Machine-op-inspct	Husband	White	Male	0	0	40	United-States	<=50K
41	Private	185,057	HS-grad	9	Never-married	Exec-managerial	Unmarried	White	Female	0	0	40	United-States	<=50K
27	Private	169,557	HS-grad	9	Divorced	Machine-op-inspct	Not-in-family	White	Male	6,849	0	40	United-States	<=50K
35	Self-emp-inc	333,636	HS-grad	9	Married-civ-spouse	Exec-managerial	Husband	Black	Male	0	0	75	United-States	<=50K
19	Private	181,652	Some-college	10	Never-married	Adm-clerical	Own-child	White	Female	0	0	24	United-States	<=50K
47	Private	34,307	Some-college	10	Separated	Other-service	Not-in-family	White	Female	0	0	35	United-States	<=50K
25	Federal-gov	198,813	Bachelors	13	Never-married	Adm-clerical	Unmarried	Black	Female	0	1,590	40	United-States	<=50K
59	Local-gov	240,030	Prof-school	15	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	0	40	United-States	>50K
28	Private	226,089	10th	6	Never-married	Machine-op-inspct	Unmarried	White	Female	0	0	40	United-States	<=50K
17	Private	190,941	10th	6	Never-married	Sales	Own-child	White	Female	0	0	20	United-States	<=50K
21	Private	160,261	Some-college	10	Never-married	Exec-managerial	Own-child	Asian-Pac-Islander	Male	2,463	0	50	England	<=50K
31	Private	208,458	HS-grad	9	Divorced	Sales	Unmarried	Other	Female	0	0	40	Mexico	<=50K
49	Private	112,761	HS-grad	9	Divorced	Handlers-cleaners	Not-in-family	White	Female	0	0	40	United-States	<=50K
48	Local-gov	67,716	Masters	14	Married-civ-spouse	Prof-specialty	Husband	White	Male	7,688	0	50	United-States	>50K
60	Self-emp-not-inc	121,076	Doctorate	16	Divorced	Sales	Not-in-family	White	Male	0	0	20	United-States	<=50K
33	Self-emp-not-inc	182,556	12th	8	Never-married	Transport-moving	Not-in-family	White	Male	0	0	40	United-States	<=50K
40	Private	231,348	HS-grad	9	Married-civ-spouse	Craft-repair	Husband	White	Male	0	0	40	United-States	<=50K
42	Private	55,395	Some-college	10	Married-civ-spouse	Craft-repair	Husband	White	Male	0	0	52	United-States	<=50K
34	Private	344,073	HS-grad	9	Married-civ-spouse	Transport-moving	Husband	White	Male	5,013	0	40	United-States	<=50K
38	Federal-gov	318,912	Assoc-voc	11	Divorced	Adm-clerical	Own-child	Black	Male	0	0	52	United-States	<=50K
58	Self-emp-not-inc	237,546	Some-college	10	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	0	70	United-States	>50K
20	Private	346,341	Some-college	10	Never-married	Adm-clerical	Not-in-family	White	Female	0	0	40	?	<=50K
52	Private	305,090	Some-college	10	Separated	Sales	Other-relative	White	Female	0	0	55	United-States	<=50K
22	Local-gov	198,478	Some-college	10	Married-civ-spouse	Protective-serv	Husband	White	Male	0	0	40	United-States	<=50K
24	Private	321,435	Bachelors	13	Married-civ-spouse	Farming-fishing	Husband	White	Male	0	0	35	United-States	>50K
39	Private	259,716	HS-grad	9	Divorced	Machine-op-inspct	Unmarried	White	Female	0	0	40	Mexico	<=50K
41	Private	191,547	Masters	14	Married-civ-spouse	Exec-managerial	Husband	White	Male	99,999	0	55	United-States	>50K
37	?	171,482	Some-college	10	Married-civ-spouse	?	Husband	White	Male	0	0	30	United-States	<=50K
56	Private	225,927	9th	5	Married-civ-spouse	Craft-repair	Husband	White	Male	2,580	0	40	United-States	<=50K
21	Private	256,504	HS-grad	9	Never-married	Other-service	Not-in-family	White	Female	0	0	40	United-States	<=50K
29	Private	168,526	HS-grad	9	Divorced	Sales	Unmarried	White	Female	0	0	25	United-States	<=50K
45	Private	44,489	Assoc-voc	11	Divorced	Other-service	Not-in-family	White	Male	0	0	10	United-States	<=50K
44	Local-gov	159,449	Some-college	10	Married-civ-spouse	Protective-serv	Husband	White	Male	0	0	80	United-States	>50K
54	Private	387,540	Masters	14	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	0	45	United-States	>50K