Split (3)

train · 26k rows

age int64 17 90	workclass stringclasses 8 values	fnlwgt int64 13.8k 1.46M	education stringclasses 16 values	education_num int64 1 16	marital_status stringclasses 7 values	occupation stringclasses 14 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 stringclasses 41 values	label stringclasses 2 values
32	Private	191,777	Masters	14	Never-married	Adm-clerical	Not-in-family	Black	Female	0	0	40	United-States	<=50K
24	Private	148,320	Some-college	10	Married-civ-spouse	Adm-clerical	Husband	Black	Male	0	0	40	United-States	<=50K
64	null	45,817	9th	5	Married-civ-spouse	null	Husband	White	Male	0	0	50	United-States	<=50K
63	Private	151,210	7th-8th	4	Divorced	Sales	Not-in-family	White	Female	0	0	40	United-States	<=50K
23	Self-emp-inc	201,682	Bachelors	13	Never-married	Adm-clerical	Own-child	White	Female	0	0	35	United-States	<=50K
41	State-gov	214,985	HS-grad	9	Divorced	Exec-managerial	Not-in-family	White	Female	0	0	40	United-States	<=50K
47	Private	287,828	Bachelors	13	Married-civ-spouse	Exec-managerial	Wife	White	Female	0	0	40	United-States	>50K
48	Private	102,597	Some-college	10	Separated	Adm-clerical	Unmarried	White	Female	0	0	44	United-States	<=50K
43	Private	115,178	Assoc-voc	11	Married-civ-spouse	Adm-clerical	Wife	White	Female	0	0	40	United-States	>50K
61	Self-emp-not-inc	268,797	HS-grad	9	Married-civ-spouse	Other-service	Wife	Black	Female	0	0	17	United-States	<=50K
22	Private	211,968	Bachelors	13	Never-married	Adm-clerical	Own-child	White	Female	0	0	40	United-States	<=50K
40	Private	341,204	Some-college	10	Divorced	Exec-managerial	Unmarried	White	Female	1,831	0	30	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
31	Private	207,201	Some-college	10	Married-civ-spouse	Craft-repair	Husband	White	Male	0	0	40	United-States	>50K
49	Self-emp-inc	362,795	Masters	14	Divorced	Prof-specialty	Unmarried	White	Male	99,999	0	80	Mexico	>50K
28	Private	215,873	10th	6	Never-married	Machine-op-inspct	Own-child	Black	Male	0	0	45	United-States	<=50K
48	Local-gov	273,402	7th-8th	4	Married-civ-spouse	Transport-moving	Husband	White	Male	0	1,902	40	United-States	<=50K
40	Private	223,934	Some-college	10	Married-civ-spouse	Adm-clerical	Wife	White	Female	0	0	17	United-States	>50K
24	Private	653,574	HS-grad	9	Never-married	Craft-repair	Own-child	White	Male	0	0	40	El-Salvador	<=50K
54	Private	156,003	HS-grad	9	Married-civ-spouse	Craft-repair	Husband	White	Male	0	0	40	United-States	<=50K
20	Private	225,395	7th-8th	4	Never-married	Machine-op-inspct	Other-relative	White	Female	0	0	60	Mexico	<=50K
23	Private	384,651	Some-college	10	Married-civ-spouse	Handlers-cleaners	Husband	White	Male	0	0	40	United-States	<=50K
19	Private	105,908	HS-grad	9	Never-married	Handlers-cleaners	Other-relative	White	Male	0	0	70	United-States	<=50K
35	Private	205,852	HS-grad	9	Married-civ-spouse	Handlers-cleaners	Husband	White	Male	0	0	40	United-States	<=50K
63	Self-emp-not-inc	122,442	Some-college	10	Married-civ-spouse	Other-service	Husband	White	Male	0	0	48	United-States	<=50K
19	Private	29,526	Some-college	10	Never-married	Other-service	Own-child	White	Female	0	0	18	United-States	<=50K
28	null	424,884	10th	6	Separated	null	Not-in-family	White	Male	0	0	30	United-States	<=50K
71	Private	124,959	HS-grad	9	Widowed	Adm-clerical	Not-in-family	White	Female	0	0	40	United-States	<=50K
54	Private	101,017	7th-8th	4	Married-civ-spouse	Craft-repair	Husband	White	Male	0	0	40	United-States	<=50K
41	Self-emp-inc	75,742	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	0	45	El-Salvador	>50K
43	Local-gov	163,434	Bachelors	13	Married-civ-spouse	Protective-serv	Husband	White	Male	0	0	55	United-States	>50K
41	null	206,916	Bachelors	13	Married-spouse-absent	null	Not-in-family	White	Male	0	0	30	United-States	<=50K
52	Federal-gov	221,532	Bachelors	13	Married-civ-spouse	Protective-serv	Husband	White	Male	0	0	45	United-States	>50K
20	Private	187,158	Some-college	10	Never-married	Adm-clerical	Own-child	White	Female	0	0	15	United-States	<=50K
61	Private	238,913	Assoc-voc	11	Married-civ-spouse	Tech-support	Husband	White	Male	0	0	40	United-States	>50K
53	Private	137,192	Bachelors	13	Divorced	Exec-managerial	Unmarried	Asian-Pac-Islander	Male	0	0	50	United-States	<=50K
33	Private	164,707	Assoc-acdm	12	Never-married	Exec-managerial	Unmarried	White	Female	2,174	0	55	null	<=50K
21	Private	252,253	Some-college	10	Never-married	Adm-clerical	Unmarried	Black	Female	0	0	40	United-States	<=50K
38	Self-emp-not-inc	37,778	HS-grad	9	Never-married	Farming-fishing	Not-in-family	White	Male	0	0	60	United-States	<=50K
51	Private	293,802	5th-6th	3	Married-civ-spouse	Handlers-cleaners	Husband	Black	Male	0	0	52	United-States	<=50K
45	Self-emp-not-inc	28,497	Bachelors	13	Married-civ-spouse	Farming-fishing	Husband	White	Male	0	1,485	70	United-States	>50K
47	Private	323,798	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	15,024	0	55	United-States	>50K
58	Private	244,605	Assoc-voc	11	Married-civ-spouse	Exec-managerial	Husband	White	Male	3,908	0	40	United-States	<=50K
41	Private	115,411	Some-college	10	Divorced	Sales	Own-child	White	Male	2,174	0	45	United-States	<=50K
19	Self-emp-inc	148,955	Some-college	10	Never-married	Other-service	Own-child	Asian-Pac-Islander	Female	0	0	35	South	<=50K
35	Private	192,251	HS-grad	9	Divorced	Adm-clerical	Own-child	White	Female	0	0	40	United-States	<=50K
39	Private	56,648	HS-grad	9	Separated	Sales	Not-in-family	White	Female	0	0	47	United-States	<=50K
26	Local-gov	163,189	Some-college	10	Married-civ-spouse	Other-service	Other-relative	White	Male	0	0	40	United-States	<=50K
28	Local-gov	34,452	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	0	40	United-States	<=50K
19	Private	208,513	HS-grad	9	Never-married	Craft-repair	Other-relative	White	Male	0	0	40	United-States	<=50K
17	Private	127,366	11th	7	Never-married	Sales	Own-child	White	Female	0	0	8	United-States	<=50K
34	Private	178,841	Bachelors	13	Married-civ-spouse	Exec-managerial	Wife	White	Female	0	0	40	United-States	>50K
31	Self-emp-not-inc	162,442	Bachelors	13	Married-civ-spouse	Exec-managerial	Wife	White	Female	0	0	40	United-States	>50K
39	Private	186,130	Prof-school	15	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	0	55	United-States	>50K
42	Local-gov	193,537	7th-8th	4	Married-spouse-absent	Other-service	Not-in-family	White	Female	0	0	35	Puerto-Rico	<=50K
41	Private	198,196	HS-grad	9	Married-civ-spouse	Transport-moving	Husband	White	Male	0	0	40	United-States	<=50K
33	Private	202,642	Bachelors	13	Separated	Prof-specialty	Other-relative	Black	Female	0	0	40	Jamaica	<=50K
32	Private	222,548	HS-grad	9	Divorced	Adm-clerical	Own-child	White	Female	0	0	40	United-States	<=50K
48	Private	138,069	HS-grad	9	Married-civ-spouse	Transport-moving	Husband	White	Male	0	0	45	United-States	<=50K
40	Private	226,585	Some-college	10	Married-civ-spouse	Adm-clerical	Wife	White	Female	0	0	35	United-States	>50K
17	Private	321,880	10th	6	Never-married	Other-service	Own-child	Black	Male	0	0	15	United-States	<=50K
41	Private	173,682	Assoc-voc	11	Married-civ-spouse	Craft-repair	Husband	White	Male	0	0	43	United-States	>50K
26	State-gov	105,787	Bachelors	13	Never-married	Prof-specialty	Own-child	White	Male	0	0	40	United-States	<=50K
38	Private	172,538	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	15,024	0	50	United-States	>50K
46	Private	128,645	Some-college	10	Divorced	Prof-specialty	Not-in-family	White	Female	0	0	40	United-States	<=50K
43	State-gov	129,298	Masters	14	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	0	40	United-States	>50K
40	Private	379,919	Some-college	10	Married-civ-spouse	Machine-op-inspct	Husband	White	Male	0	0	40	United-States	<=50K
35	Private	63,021	Some-college	10	Divorced	Sales	Not-in-family	White	Female	0	0	35	United-States	<=50K
58	Private	138,285	Assoc-acdm	12	Married-civ-spouse	Craft-repair	Husband	White	Male	0	1,740	40	United-States	<=50K
40	Private	91,959	Bachelors	13	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	0	46	United-States	>50K
37	Private	312,271	Masters	14	Divorced	Exec-managerial	Not-in-family	White	Male	0	0	65	United-States	<=50K
54	Private	103,345	Assoc-voc	11	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	0	40	United-States	>50K
49	Private	170,871	Masters	14	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	0	45	United-States	>50K
41	Private	29,702	Assoc-voc	11	Never-married	Craft-repair	Not-in-family	White	Male	0	0	30	United-States	<=50K
40	Federal-gov	189,610	HS-grad	9	Divorced	Adm-clerical	Not-in-family	Black	Female	0	0	52	United-States	<=50K
46	Private	175,925	Some-college	10	Married-civ-spouse	Farming-fishing	Husband	White	Male	0	0	40	United-States	<=50K
90	Private	87,372	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	20,051	0	72	United-States	>50K
43	Private	51,506	12th	8	Married-civ-spouse	Transport-moving	Husband	White	Male	0	0	40	United-States	<=50K
59	Self-emp-not-inc	80,467	HS-grad	9	Divorced	Other-service	Own-child	White	Female	0	0	24	United-States	<=50K
71	null	144,872	Some-college	10	Married-civ-spouse	null	Husband	White	Male	6,514	0	40	United-States	>50K
17	Private	65,368	11th	7	Never-married	Sales	Own-child	White	Female	0	0	12	United-States	<=50K
33	Private	121,195	HS-grad	9	Never-married	Machine-op-inspct	Not-in-family	Other	Male	0	0	50	United-States	<=50K
27	Private	109,881	Bachelors	13	Never-married	Other-service	Own-child	White	Female	0	0	20	United-States	<=50K
45	Local-gov	135,776	Masters	14	Divorced	Prof-specialty	Not-in-family	White	Female	0	0	30	United-States	<=50K
21	Private	209,955	HS-grad	9	Never-married	Craft-repair	Not-in-family	White	Male	0	0	48	United-States	<=50K
45	Private	112,761	HS-grad	9	Divorced	Machine-op-inspct	Unmarried	White	Female	0	0	40	United-States	<=50K
19	Private	227,178	11th	7	Never-married	Sales	Not-in-family	White	Female	0	0	25	United-States	<=50K
59	Private	113,959	HS-grad	9	Married-civ-spouse	Adm-clerical	Husband	White	Male	0	0	45	United-States	>50K
33	null	186,824	Some-college	10	Never-married	null	Own-child	White	Male	0	0	40	United-States	<=50K
34	Private	115,488	HS-grad	9	Married-civ-spouse	Sales	Husband	White	Male	0	0	40	United-States	<=50K
35	Local-gov	182,570	Assoc-acdm	12	Married-civ-spouse	Protective-serv	Husband	White	Male	0	0	40	United-States	>50K
33	Private	326,104	Some-college	10	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	0	50	United-States	>50K
49	Private	235,683	Some-college	10	Married-civ-spouse	Sales	Wife	White	Female	0	0	40	United-States	>50K
47	Federal-gov	227,244	Bachelors	13	Married-civ-spouse	Protective-serv	Husband	Black	Male	0	0	50	United-States	>50K
39	Private	111,275	HS-grad	9	Married-civ-spouse	Craft-repair	Husband	White	Male	0	0	40	United-States	<=50K
22	null	216,563	HS-grad	9	Never-married	null	Other-relative	White	Female	0	0	40	United-States	<=50K
38	Private	169,926	Assoc-acdm	12	Married-civ-spouse	Exec-managerial	Wife	White	Female	0	1,902	40	United-States	>50K
29	Private	271,328	Bachelors	13	Never-married	Prof-specialty	Not-in-family	White	Male	4,650	0	40	United-States	<=50K
46	Local-gov	236,827	9th	5	Separated	Other-service	Unmarried	Black	Female	0	0	40	United-States	<=50K
60	Federal-gov	63,526	Bachelors	13	Married-civ-spouse	Adm-clerical	Husband	Black	Male	0	0	40	United-States	>50K

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