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
41	Private	138,868	Bachelors	13	Never-married	Sales	Not-in-family	White	Female	0	0	40	United-States	<=50K
26	Private	185,885	Assoc-acdm	12	Never-married	Tech-support	Other-relative	White	Female	0	0	20	United-States	<=50K
17	Private	40,299	11th	7	Never-married	Sales	Own-child	White	Female	0	0	25	United-States	<=50K
27	Private	500,068	HS-grad	9	Married-civ-spouse	Other-service	Husband	White	Male	0	0	36	?	<=50K
43	Private	51,494	HS-grad	9	Married-civ-spouse	Machine-op-inspct	Husband	White	Male	0	0	65	United-States	<=50K
35	Private	179,481	HS-grad	9	Never-married	Transport-moving	Own-child	White	Male	0	0	55	United-States	<=50K
38	Private	365,907	Bachelors	13	Divorced	Adm-clerical	Unmarried	White	Female	0	0	40	United-States	<=50K
26	Private	284,343	HS-grad	9	Never-married	Machine-op-inspct	Not-in-family	White	Male	0	0	40	United-States	<=50K
28	Private	204,862	Some-college	10	Never-married	Exec-managerial	Own-child	White	Female	0	0	40	United-States	<=50K
38	Private	272,476	Bachelors	13	Married-civ-spouse	Prof-specialty	Wife	White	Female	0	0	24	United-States	>50K
36	Private	175,130	11th	7	Divorced	Transport-moving	Unmarried	White	Female	0	0	40	United-States	<=50K
33	Private	118,941	HS-grad	9	Married-civ-spouse	Adm-clerical	Wife	White	Female	0	0	40	United-States	>50K
19	Private	164,339	HS-grad	9	Never-married	Handlers-cleaners	Own-child	White	Male	1,055	0	70	United-States	<=50K
22	?	213,291	Assoc-acdm	12	Never-married	?	Own-child	White	Male	0	0	25	United-States	<=50K
42	Federal-gov	55,457	10th	6	Married-civ-spouse	Adm-clerical	Husband	White	Male	0	0	40	Mexico	<=50K
50	Private	280,292	10th	6	Married-civ-spouse	Transport-moving	Husband	White	Male	0	0	40	United-States	>50K
30	Private	446,894	HS-grad	9	Married-civ-spouse	Handlers-cleaners	Husband	White	Male	0	0	30	United-States	<=50K
37	State-gov	67,083	Some-college	10	Married-civ-spouse	Prof-specialty	Other-relative	Asian-Pac-Islander	Male	0	0	40	Cambodia	<=50K
54	Self-emp-inc	159,219	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	99,999	0	40	United-States	>50K
52	Self-emp-inc	168,539	Bachelors	13	Never-married	Exec-managerial	Not-in-family	White	Male	0	0	40	United-States	<=50K
65	Private	88,145	1st-4th	2	Married-civ-spouse	Handlers-cleaners	Husband	Other	Male	0	0	40	?	<=50K
33	Private	150,309	HS-grad	9	Divorced	Craft-repair	Not-in-family	White	Female	0	0	40	United-States	<=50K
25	Private	122,999	Some-college	10	Never-married	Tech-support	Other-relative	White	Male	0	0	40	United-States	<=50K
24	Private	302,195	Bachelors	13	Never-married	Sales	Not-in-family	White	Male	0	0	45	United-States	<=50K
26	Private	210,982	Assoc-voc	11	Separated	Adm-clerical	Unmarried	Black	Female	114	0	40	United-States	<=50K
39	Private	177,140	HS-grad	9	Separated	Adm-clerical	Not-in-family	White	Male	0	0	40	United-States	>50K
59	Private	113,838	HS-grad	9	Divorced	Other-service	Not-in-family	White	Female	0	0	40	United-States	<=50K
29	Private	97,165	Some-college	10	Never-married	Adm-clerical	Unmarried	White	Female	0	0	40	United-States	<=50K
47	Private	104,301	11th	7	Never-married	Other-service	Own-child	White	Female	0	0	45	United-States	<=50K
23	?	192,028	Some-college	10	Never-married	?	Own-child	White	Female	0	0	35	United-States	<=50K
64	Self-emp-inc	115,931	HS-grad	9	Married-civ-spouse	Transport-moving	Husband	White	Male	0	0	50	United-States	<=50K
21	Private	147,280	HS-grad	9	Never-married	Other-service	Own-child	Other	Male	0	0	20	United-States	<=50K
32	Private	185,433	Some-college	10	Married-civ-spouse	Adm-clerical	Wife	Black	Female	0	0	40	United-States	>50K
26	Private	599,057	HS-grad	9	Never-married	Exec-managerial	Not-in-family	Black	Female	0	0	37	United-States	<=50K
19	?	50,626	Some-college	10	Never-married	?	Own-child	Black	Female	0	0	20	United-States	<=50K
62	Self-emp-not-inc	71,467	Masters	14	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	0	40	United-States	<=50K
32	Private	183,977	Bachelors	13	Married-civ-spouse	Craft-repair	Husband	White	Male	0	0	55	United-States	>50K
75	?	26,586	10th	6	Married-spouse-absent	?	Not-in-family	White	Female	0	0	5	United-States	<=50K
45	Self-emp-not-inc	196,858	HS-grad	9	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	0	60	United-States	<=50K
31	Private	160,594	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	1,887	50	United-States	>50K
32	Private	65,278	HS-grad	9	Married-civ-spouse	Adm-clerical	Husband	White	Male	2,580	0	40	United-States	<=50K
24	Private	102,258	Bachelors	13	Married-civ-spouse	Sales	Husband	White	Male	0	0	40	United-States	<=50K
25	Private	196,947	Bachelors	13	Never-married	Sales	Own-child	White	Female	0	0	40	United-States	<=50K
41	Self-emp-not-inc	233,150	HS-grad	9	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	0	60	United-States	<=50K
18	Private	42,857	Some-college	10	Never-married	Sales	Own-child	White	Female	0	0	20	United-States	<=50K
44	Private	118,059	Doctorate	16	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	0	55	United-States	>50K
40	Private	169,262	Some-college	10	Married-civ-spouse	Exec-managerial	Husband	White	Male	3,411	0	50	United-States	<=50K
27	Private	95,108	Bachelors	13	Never-married	Prof-specialty	Not-in-family	White	Male	0	0	40	United-States	<=50K
23	Private	161,092	Bachelors	13	Never-married	Adm-clerical	Own-child	White	Male	0	0	40	United-States	<=50K
21	Private	345,253	Some-college	10	Never-married	Adm-clerical	Not-in-family	Other	Male	2,174	0	40	United-States	<=50K
37	State-gov	111,275	HS-grad	9	Married-civ-spouse	Transport-moving	Husband	White	Male	0	0	40	United-States	<=50K
65	Self-emp-not-inc	178,878	HS-grad	9	Married-civ-spouse	Farming-fishing	Husband	White	Male	0	0	48	United-States	<=50K
43	Federal-gov	157,237	Masters	14	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	0	40	United-States	>50K
45	Private	155,664	HS-grad	9	Never-married	Adm-clerical	Not-in-family	White	Male	0	0	44	United-States	<=50K
24	State-gov	322,658	Bachelors	13	Never-married	Exec-managerial	Not-in-family	White	Female	0	0	40	United-States	<=50K
24	Private	208,503	Some-college	10	Never-married	Machine-op-inspct	Not-in-family	White	Male	0	0	42	United-States	<=50K
19	Local-gov	223,326	Some-college	10	Never-married	Protective-serv	Own-child	White	Male	0	1,721	35	United-States	<=50K
37	Private	20,308	Bachelors	13	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	0	65	United-States	>50K
24	Private	124,751	HS-grad	9	Never-married	Adm-clerical	Own-child	White	Female	0	0	35	United-States	<=50K
34	Private	113,364	Some-college	10	Married-civ-spouse	Machine-op-inspct	Husband	White	Male	0	0	40	Germany	<=50K
50	State-gov	196,900	HS-grad	9	Married-civ-spouse	Other-service	Wife	White	Female	0	0	39	United-States	<=50K
36	Private	168,170	HS-grad	9	Married-civ-spouse	Craft-repair	Husband	White	Male	0	0	40	Puerto-Rico	<=50K
39	Private	205,338	Bachelors	13	Married-civ-spouse	Sales	Husband	White	Male	0	0	60	United-States	<=50K
44	Self-emp-not-inc	98,806	7th-8th	4	Married-civ-spouse	Craft-repair	Husband	White	Male	0	0	38	United-States	<=50K
45	State-gov	226,452	HS-grad	9	Married-civ-spouse	Other-service	Husband	White	Male	0	0	40	United-States	<=50K
32	State-gov	479,179	11th	7	Never-married	Protective-serv	Own-child	White	Male	0	0	40	United-States	<=50K
47	Federal-gov	471,990	Masters	14	Married-civ-spouse	Exec-managerial	Husband	Black	Male	0	0	40	United-States	>50K
50	Private	44,728	HS-grad	9	Married-civ-spouse	Machine-op-inspct	Husband	White	Male	0	0	40	United-States	<=50K
32	Private	33,117	Assoc-voc	11	Married-civ-spouse	Other-service	Husband	White	Male	0	0	40	United-States	<=50K
19	Private	264,876	HS-grad	9	Never-married	Handlers-cleaners	Own-child	White	Male	0	0	40	United-States	<=50K
19	?	47,235	Some-college	10	Never-married	?	Own-child	White	Female	0	0	20	United-States	<=50K
28	State-gov	293,628	Masters	14	Divorced	Prof-specialty	Not-in-family	White	Male	0	0	10	?	<=50K
28	Private	193,122	HS-grad	9	Divorced	Sales	Other-relative	White	Male	0	0	50	United-States	<=50K
39	Federal-gov	149,347	Masters	14	Never-married	Prof-specialty	Not-in-family	White	Male	0	0	40	Poland	>50K
21	Private	129,172	Some-college	10	Never-married	Other-service	Not-in-family	White	Male	2,907	0	40	United-States	<=50K
73	Self-emp-not-inc	151,255	Some-college	10	Widowed	Farming-fishing	Not-in-family	White	Female	0	0	75	United-States	<=50K
39	Private	98,886	7th-8th	4	Married-civ-spouse	Other-service	Husband	White	Male	4,508	0	40	Mexico	<=50K
25	Private	238,673	Some-college	10	Never-married	Machine-op-inspct	Not-in-family	White	Male	0	0	40	United-States	<=50K
31	Private	137,991	Some-college	10	Married-AF-spouse	Sales	Wife	White	Female	0	0	20	United-States	<=50K
51	Private	85,942	Some-college	10	Divorced	Sales	Not-in-family	White	Female	0	0	32	United-States	<=50K
39	Private	85,783	Bachelors	13	Married-civ-spouse	Adm-clerical	Wife	White	Female	0	0	28	United-States	<=50K
31	Private	174,789	Bachelors	13	Divorced	Handlers-cleaners	Own-child	White	Male	0	0	40	United-States	<=50K
21	Private	457,162	Some-college	10	Never-married	Sales	Own-child	Black	Male	0	0	17	United-States	<=50K
46	Private	176,026	Bachelors	13	Divorced	Exec-managerial	Not-in-family	White	Male	27,828	0	50	United-States	>50K
73	Private	88,594	HS-grad	9	Divorced	Exec-managerial	Not-in-family	White	Female	0	0	35	United-States	<=50K
41	Private	311,101	HS-grad	9	Divorced	Craft-repair	Not-in-family	White	Male	0	0	40	United-States	<=50K
20	Private	273,989	HS-grad	9	Never-married	Transport-moving	Own-child	White	Male	0	0	40	United-States	<=50K
27	Private	370,242	Assoc-acdm	12	Never-married	Other-service	Not-in-family	White	Male	0	0	30	United-States	<=50K
24	Private	194,630	Bachelors	13	Never-married	Prof-specialty	Not-in-family	White	Male	0	0	35	United-States	<=50K
20	Private	313,817	Some-college	10	Married-civ-spouse	Craft-repair	Husband	White	Male	0	0	40	United-States	<=50K
39	Private	195,843	Assoc-voc	11	Never-married	Machine-op-inspct	Own-child	White	Male	0	0	40	United-States	<=50K
27	Private	203,160	Bachelors	13	Never-married	Handlers-cleaners	Not-in-family	White	Male	0	0	28	United-States	<=50K
33	Private	175,856	11th	7	Married-civ-spouse	Sales	Husband	White	Male	0	0	60	United-States	<=50K
33	Private	75,435	HS-grad	9	Married-civ-spouse	Handlers-cleaners	Husband	Amer-Indian-Eskimo	Male	0	0	40	United-States	<=50K
36	State-gov	291,676	9th	5	Married-civ-spouse	Craft-repair	Husband	Black	Male	0	0	40	United-States	<=50K
55	Private	192,869	Some-college	10	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	0	36	United-States	<=50K
19	Private	124,464	Some-college	10	Never-married	Machine-op-inspct	Own-child	White	Male	0	0	40	United-States	<=50K
35	Private	98,776	HS-grad	9	Never-married	Exec-managerial	Not-in-family	White	Male	0	0	60	United-States	<=50K
34	Private	107,960	5th-6th	3	Never-married	Machine-op-inspct	Other-relative	Asian-Pac-Islander	Male	0	0	40	Laos	<=50K
62	State-gov	312,286	Prof-school	15	Divorced	Prof-specialty	Not-in-family	White	Female	0	0	35	United-States	<=50K