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
39	Private	329,980	Some-college	10	Married-civ-spouse	Craft-repair	Husband	White	Male	0	0	40	United-States	>50K
30	Private	169,269	11th	7	Never-married	Handlers-cleaners	Other-relative	White	Male	0	1,721	38	Puerto-Rico	<=50K
38	Local-gov	34,744	Some-college	10	Divorced	Adm-clerical	Unmarried	White	Female	0	0	38	United-States	<=50K
26	Private	98,114	HS-grad	9	Divorced	Exec-managerial	Own-child	White	Female	0	0	40	United-States	<=50K
20	Private	109,667	Some-college	10	Never-married	Handlers-cleaners	Own-child	White	Male	0	0	16	United-States	<=50K
37	Local-gov	263,690	Bachelors	13	Never-married	Prof-specialty	Unmarried	Black	Male	0	0	40	?	<=50K
33	Private	147,430	HS-grad	9	Married-civ-spouse	Adm-clerical	Own-child	White	Female	0	0	40	United-States	<=50K
24	Private	224,238	Bachelors	13	Never-married	Adm-clerical	Own-child	White	Male	0	0	40	United-States	<=50K
42	Self-emp-inc	212,894	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	0	60	United-States	>50K
51	Self-emp-not-inc	136,708	HS-grad	9	Married-civ-spouse	Sales	Husband	Asian-Pac-Islander	Male	3,103	0	84	Vietnam	<=50K
56	Local-gov	38,573	Assoc-acdm	12	Married-civ-spouse	Tech-support	Husband	White	Male	0	0	45	United-States	>50K
22	Private	197,200	Some-college	10	Never-married	Handlers-cleaners	Own-child	White	Male	0	0	40	United-States	<=50K
52	Self-emp-not-inc	182,796	Some-college	10	Married-civ-spouse	Farming-fishing	Husband	White	Male	0	0	60	United-States	<=50K
44	Private	184,527	Bachelors	13	Divorced	Exec-managerial	Unmarried	White	Female	4,934	0	45	United-States	>50K
34	Private	145,231	HS-grad	9	Married-civ-spouse	Adm-clerical	Wife	White	Female	4,064	0	35	United-States	<=50K
51	Private	43,354	Some-college	10	Divorced	Craft-repair	Not-in-family	White	Male	0	0	42	United-States	>50K
20	?	318,865	Some-college	10	Never-married	?	Not-in-family	White	Male	0	0	40	United-States	<=50K
19	Private	355,712	Some-college	10	Never-married	Sales	Not-in-family	White	Female	0	0	25	United-States	<=50K
37	Private	98,776	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	0	40	United-States	>50K
68	Private	257,557	HS-grad	9	Married-civ-spouse	Machine-op-inspct	Husband	Black	Male	0	0	40	United-States	>50K
22	Private	102,258	Some-college	10	Divorced	Protective-serv	Not-in-family	White	Male	0	0	40	United-States	<=50K
56	Self-emp-inc	170,287	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	0	40	United-States	<=50K
37	Private	243,409	HS-grad	9	Married-civ-spouse	Craft-repair	Husband	White	Male	0	0	40	United-States	<=50K
52	Private	55,608	1st-4th	2	Married-civ-spouse	Machine-op-inspct	Husband	White	Male	0	0	40	Mexico	<=50K
26	Private	248,057	HS-grad	9	Separated	Handlers-cleaners	Own-child	White	Male	0	0	40	Puerto-Rico	<=50K
33	Private	95,530	Masters	14	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	0	50	United-States	<=50K
45	Local-gov	54,038	Masters	14	Divorced	Prof-specialty	Unmarried	White	Female	0	0	42	United-States	<=50K
18	Private	161,245	11th	7	Never-married	Other-service	Own-child	White	Male	0	0	15	United-States	<=50K
43	Self-emp-not-inc	388,725	Some-college	10	Married-civ-spouse	Farming-fishing	Husband	White	Male	0	0	60	United-States	>50K
64	Self-emp-not-inc	71,807	Doctorate	16	Married-civ-spouse	Prof-specialty	Husband	White	Male	15,024	0	50	?	>50K
18	Private	228,216	HS-grad	9	Never-married	Handlers-cleaners	Own-child	White	Male	0	0	20	United-States	<=50K
20	?	303,121	Some-college	10	Never-married	?	Own-child	White	Male	0	0	45	United-States	<=50K
57	Private	78,020	HS-grad	9	Married-civ-spouse	Craft-repair	Husband	White	Male	0	0	40	United-States	>50K
41	Private	249,254	HS-grad	9	Divorced	Adm-clerical	Unmarried	White	Female	3,674	0	42	United-States	<=50K
34	Private	87,218	Masters	14	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	1,887	50	United-States	>50K
19	Private	304,299	HS-grad	9	Never-married	Sales	Unmarried	White	Female	0	0	40	United-States	<=50K
44	Private	196,234	9th	5	Divorced	Other-service	Unmarried	White	Female	0	0	55	Dominican-Republic	<=50K
56	Private	197,875	10th	6	Widowed	Other-service	Unmarried	White	Female	0	0	40	United-States	<=50K
36	Self-emp-inc	48,063	HS-grad	9	Married-civ-spouse	Farming-fishing	Husband	White	Male	0	0	80	United-States	<=50K
48	Private	253,596	Bachelors	13	Divorced	Exec-managerial	Unmarried	White	Female	0	0	48	United-States	<=50K
29	Private	39,257	HS-grad	9	Married-civ-spouse	Transport-moving	Husband	White	Male	0	0	40	United-States	>50K
33	Private	56,150	Bachelors	13	Never-married	Craft-repair	Not-in-family	White	Male	2,174	0	40	United-States	<=50K
31	Private	179,415	5th-6th	3	Married-civ-spouse	Other-service	Husband	White	Male	0	0	40	Mexico	<=50K
39	Private	252,445	Masters	14	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	0	45	United-States	>50K
66	Private	275,918	HS-grad	9	Married-civ-spouse	Exec-managerial	Husband	White	Male	10,605	0	40	United-States	>50K
27	Private	106,562	Bachelors	13	Never-married	Prof-specialty	Not-in-family	White	Female	0	0	50	United-States	>50K
39	Private	198,654	HS-grad	9	Divorced	Exec-managerial	Unmarried	Black	Female	99,999	0	40	United-States	>50K
59	Private	107,318	7th-8th	4	Married-civ-spouse	Craft-repair	Husband	White	Male	5,178	0	50	United-States	>50K
26	Private	181,896	HS-grad	9	Never-married	Other-service	Own-child	White	Female	0	0	40	United-States	<=50K
31	Private	106,014	Assoc-voc	11	Divorced	Craft-repair	Unmarried	White	Male	0	0	40	United-States	<=50K
45	?	319,993	HS-grad	9	Widowed	?	Unmarried	White	Female	0	0	40	Mexico	<=50K
23	Private	197,997	HS-grad	9	Never-married	Handlers-cleaners	Own-child	White	Male	0	0	30	United-States	<=50K
36	Local-gov	173,542	HS-grad	9	Divorced	Adm-clerical	Unmarried	White	Female	0	0	40	United-States	<=50K
34	Private	207,564	Some-college	10	Married-civ-spouse	Other-service	Wife	White	Female	0	0	12	United-States	>50K
32	Private	224,462	HS-grad	9	Married-civ-spouse	Transport-moving	Husband	White	Male	0	0	84	United-States	>50K
37	Private	123,361	Bachelors	13	Married-civ-spouse	Prof-specialty	Husband	Black	Male	0	0	50	United-States	>50K
33	Private	90,409	Bachelors	13	Never-married	Sales	Not-in-family	White	Male	0	0	45	United-States	<=50K
50	Self-emp-not-inc	165,001	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	99,999	0	80	United-States	>50K
32	Federal-gov	149,573	Assoc-acdm	12	Never-married	Protective-serv	Not-in-family	Black	Male	0	0	40	United-States	<=50K
35	Private	249,456	Bachelors	13	Never-married	Adm-clerical	Own-child	Black	Female	0	0	40	United-States	<=50K
37	Private	149,898	11th	7	Married-civ-spouse	Craft-repair	Husband	White	Male	0	0	40	United-States	<=50K
44	Private	292,985	Some-college	10	Divorced	Craft-repair	Not-in-family	White	Male	0	0	60	United-States	<=50K
57	Private	50,223	Some-college	10	Divorced	Handlers-cleaners	Other-relative	White	Male	0	0	25	United-States	<=50K
29	Local-gov	400,074	Some-college	10	Married-civ-spouse	Exec-managerial	Own-child	White	Female	0	0	40	United-States	<=50K
55	Private	197,399	HS-grad	9	Married-civ-spouse	Craft-repair	Husband	White	Male	0	0	50	United-States	>50K
43	Self-emp-inc	209,547	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	0	25	United-States	>50K
43	Private	52,433	Some-college	10	Married-civ-spouse	Sales	Husband	White	Male	0	0	70	United-States	<=50K
45	Self-emp-not-inc	355,978	Some-college	10	Married-civ-spouse	Sales	Husband	White	Male	0	0	60	United-States	>50K
33	Self-emp-not-inc	48,214	Masters	14	Married-civ-spouse	Prof-specialty	Wife	White	Female	0	0	8	United-States	<=50K
26	Private	190,873	10th	6	Divorced	Other-service	Unmarried	White	Female	0	0	40	Germany	<=50K
23	Private	278,390	Some-college	10	Married-civ-spouse	Sales	Husband	White	Male	0	0	68	United-States	<=50K
41	Private	203,217	7th-8th	4	Separated	Craft-repair	Not-in-family	White	Male	0	0	40	Mexico	<=50K
24	Private	279,175	HS-grad	9	Married-civ-spouse	Craft-repair	Husband	White	Male	0	0	40	United-States	<=50K
47	Self-emp-not-inc	194,590	Bachelors	13	Married-civ-spouse	Sales	Husband	White	Male	0	0	44	United-States	<=50K
34	Self-emp-not-inc	198,813	HS-grad	9	Never-married	Craft-repair	Own-child	White	Male	0	0	45	United-States	<=50K
40	Private	187,294	HS-grad	9	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	0	40	United-States	>50K
28	Private	302,903	Bachelors	13	Married-civ-spouse	Prof-specialty	Wife	Asian-Pac-Islander	Female	0	1,485	40	United-States	<=50K
24	Private	154,835	HS-grad	9	Never-married	Exec-managerial	Own-child	Asian-Pac-Islander	Female	0	0	40	South	<=50K
73	?	73,402	Some-college	10	Married-civ-spouse	?	Husband	White	Male	0	0	10	United-States	<=50K
23	Private	100,345	HS-grad	9	Never-married	Craft-repair	Other-relative	White	Male	0	0	15	United-States	<=50K
43	Self-emp-not-inc	126,320	HS-grad	9	Married-civ-spouse	Exec-managerial	Husband	Black	Male	0	0	40	United-States	>50K
26	Private	142,226	Bachelors	13	Divorced	Tech-support	Not-in-family	White	Female	0	0	40	United-States	<=50K
58	Self-emp-not-inc	112,076	Doctorate	16	Married-AF-spouse	Exec-managerial	Wife	White	Female	0	1,485	35	United-States	>50K
52	Private	225,339	HS-grad	9	Widowed	Adm-clerical	Unmarried	Black	Female	0	0	35	United-States	<=50K
29	Private	211,208	11th	7	Married-civ-spouse	Transport-moving	Husband	White	Male	0	0	99	United-States	>50K
47	Private	200,808	11th	7	Married-civ-spouse	Other-service	Husband	White	Male	0	0	35	Columbia	<=50K
49	Private	220,618	HS-grad	9	Divorced	Adm-clerical	Unmarried	Black	Female	0	0	37	United-States	<=50K
40	Private	210,493	11th	7	Widowed	Adm-clerical	Unmarried	White	Female	0	0	40	United-States	<=50K
62	Self-emp-not-inc	369,734	HS-grad	9	Married-civ-spouse	Adm-clerical	Wife	White	Female	0	0	40	United-States	<=50K
49	Private	27,898	HS-grad	9	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	1,977	55	United-States	>50K
50	Private	138,193	Bachelors	13	Divorced	Prof-specialty	Other-relative	White	Female	0	0	50	United-States	>50K
31	Private	224,234	HS-grad	9	Never-married	Transport-moving	Own-child	Black	Male	0	0	40	United-States	<=50K
48	Local-gov	188,741	Masters	14	Never-married	Prof-specialty	Not-in-family	White	Female	0	0	50	United-States	<=50K
24	Private	183,772	HS-grad	9	Never-married	Craft-repair	Unmarried	White	Female	0	0	40	United-States	<=50K
41	?	155,041	HS-grad	9	Never-married	?	Own-child	White	Female	3,418	0	40	United-States	<=50K
37	Private	79,586	HS-grad	9	Separated	Machine-op-inspct	Own-child	Asian-Pac-Islander	Male	0	0	60	United-States	<=50K
45	Private	355,781	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	Asian-Pac-Islander	Male	0	0	45	Japan	>50K
63	?	156,158	HS-grad	9	Married-civ-spouse	?	Husband	White	Male	0	0	16	United-States	<=50K
36	Private	116,358	Masters	14	Married-civ-spouse	Exec-managerial	Husband	Asian-Pac-Islander	Male	0	0	45	India	<=50K
45	Private	59,287	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	0	40	United-States	<=50K