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train · 32.6k rows

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age int64 17 90	workclass class label 9 classes	fnlwgt int64 12.3k 1.48M	education class label 16 classes	education-num int64 1 16	marital-status class label 7 classes	occupation class label 15 classes	relationship class label 6 classes	race class label 5 classes	sex class label 2 classes	capital-gain int64 0 100k	capital-loss int64 0 4.36k	hours-per-week int64 1 99	native-country class label 42 classes	income class label 2 classes
76	4Private	124,191	12Masters	14	2Married-civ-spouse	4Exec-managerial	0Husband	4White	1Male	0	0	40	39United-States	1>50K
44	4Private	198,282	9Bachelors	13	2Married-civ-spouse	4Exec-managerial	0Husband	4White	1Male	15,024	0	60	39United-States	1>50K
47	6Self-emp-not-inc	149,116	12Masters	14	4Never-married	10Prof-specialty	1Not-in-family	4White	0Female	0	0	50	39United-States	0<=50K
20	4Private	188,300	15Some-college	10	4Never-married	13Tech-support	3Own-child	4White	0Female	0	0	40	39United-States	0<=50K
29	4Private	103,432	11HS-grad	9	4Never-married	3Craft-repair	1Not-in-family	4White	1Male	0	0	40	39United-States	0<=50K
32	5Self-emp-inc	317,660	11HS-grad	9	2Married-civ-spouse	3Craft-repair	0Husband	4White	1Male	7,688	0	40	39United-States	1>50K
17	0?	304,873	010th	6	4Never-married	0?	3Own-child	4White	0Female	34,095	0	32	39United-States	0<=50K
30	4Private	194,901	111th	7	4Never-married	6Handlers-cleaners	3Own-child	4White	1Male	0	0	40	39United-States	0<=50K
31	2Local-gov	189,265	11HS-grad	9	4Never-married	1Adm-clerical	1Not-in-family	4White	0Female	0	0	40	39United-States	0<=50K
42	4Private	124,692	11HS-grad	9	2Married-civ-spouse	6Handlers-cleaners	0Husband	4White	1Male	0	0	40	39United-States	0<=50K
24	4Private	432,376	9Bachelors	13	4Never-married	12Sales	2Other-relative	4White	1Male	0	0	40	39United-States	0<=50K
38	4Private	65,324	14Prof-school	15	2Married-civ-spouse	10Prof-specialty	0Husband	4White	1Male	0	0	40	39United-States	1>50K
56	6Self-emp-not-inc	335,605	11HS-grad	9	2Married-civ-spouse	8Other-service	0Husband	4White	1Male	0	1,887	50	2Canada	1>50K
28	4Private	377,869	15Some-college	10	2Married-civ-spouse	12Sales	5Wife	4White	0Female	4,064	0	25	39United-States	0<=50K
36	4Private	102,864	11HS-grad	9	4Never-married	7Machine-op-inspct	3Own-child	4White	0Female	0	0	40	39United-States	0<=50K
53	4Private	95,647	69th	5	2Married-civ-spouse	6Handlers-cleaners	0Husband	4White	1Male	0	0	50	39United-States	0<=50K
56	5Self-emp-inc	303,090	15Some-college	10	2Married-civ-spouse	12Sales	0Husband	4White	1Male	0	0	50	39United-States	0<=50K
49	2Local-gov	197,371	8Assoc-voc	11	2Married-civ-spouse	3Craft-repair	0Husband	2Black	1Male	0	0	40	39United-States	1>50K
55	4Private	247,552	15Some-college	10	2Married-civ-spouse	12Sales	0Husband	4White	1Male	0	0	56	39United-States	0<=50K
22	4Private	102,632	11HS-grad	9	4Never-married	3Craft-repair	1Not-in-family	4White	1Male	0	0	41	39United-States	0<=50K
21	4Private	199,915	15Some-college	10	4Never-married	8Other-service	3Own-child	4White	0Female	0	0	40	39United-States	0<=50K
40	4Private	118,853	9Bachelors	13	2Married-civ-spouse	4Exec-managerial	0Husband	4White	1Male	0	0	60	39United-States	0<=50K
30	4Private	77,143	9Bachelors	13	4Never-married	4Exec-managerial	3Own-child	2Black	1Male	0	0	40	11Germany	0<=50K
29	7State-gov	267,989	9Bachelors	13	2Married-civ-spouse	10Prof-specialty	0Husband	4White	1Male	0	0	50	39United-States	1>50K
19	4Private	301,606	15Some-college	10	4Never-married	8Other-service	3Own-child	2Black	1Male	0	0	35	39United-States	0<=50K
47	4Private	287,828	9Bachelors	13	2Married-civ-spouse	4Exec-managerial	5Wife	4White	0Female	0	0	40	39United-States	1>50K
20	4Private	111,697	15Some-college	10	4Never-married	1Adm-clerical	3Own-child	4White	0Female	0	1,719	28	39United-States	0<=50K
31	4Private	114,937	7Assoc-acdm	12	2Married-civ-spouse	1Adm-clerical	0Husband	4White	1Male	0	0	40	39United-States	1>50K
35	0?	129,305	11HS-grad	9	2Married-civ-spouse	0?	0Husband	4White	1Male	0	0	40	39United-States	0<=50K
39	4Private	365,739	15Some-college	10	0Divorced	3Craft-repair	1Not-in-family	4White	1Male	0	0	40	39United-States	0<=50K
28	4Private	69,621	7Assoc-acdm	12	4Never-married	12Sales	1Not-in-family	4White	0Female	0	0	60	39United-States	0<=50K
24	4Private	43,323	11HS-grad	9	4Never-married	8Other-service	1Not-in-family	4White	0Female	0	1,762	40	39United-States	0<=50K
38	6Self-emp-not-inc	120,985	11HS-grad	9	2Married-civ-spouse	3Craft-repair	0Husband	4White	1Male	4,386	0	35	39United-States	0<=50K
37	4Private	254,202	9Bachelors	13	2Married-civ-spouse	12Sales	0Husband	4White	1Male	0	0	50	39United-States	0<=50K
46	4Private	146,195	7Assoc-acdm	12	0Divorced	13Tech-support	1Not-in-family	2Black	0Female	0	0	36	39United-States	0<=50K
38	1Federal-gov	125,933	12Masters	14	2Married-civ-spouse	10Prof-specialty	0Husband	4White	1Male	0	0	40	20Iran	1>50K
43	6Self-emp-not-inc	56,920	11HS-grad	9	2Married-civ-spouse	3Craft-repair	0Husband	4White	1Male	0	0	60	39United-States	0<=50K
27	4Private	163,127	8Assoc-voc	11	2Married-civ-spouse	1Adm-clerical	5Wife	4White	0Female	0	0	35	39United-States	0<=50K
20	4Private	34,310	15Some-college	10	4Never-married	12Sales	3Own-child	4White	1Male	0	0	20	39United-States	0<=50K
49	4Private	81,973	15Some-college	10	2Married-civ-spouse	3Craft-repair	0Husband	1Asian-Pac-Islander	1Male	0	0	40	39United-States	1>50K
61	5Self-emp-inc	66,614	11HS-grad	9	2Married-civ-spouse	3Craft-repair	0Husband	4White	1Male	0	0	40	39United-States	0<=50K
27	4Private	232,782	15Some-college	10	4Never-married	12Sales	3Own-child	4White	0Female	0	0	40	39United-States	0<=50K
19	4Private	316,868	15Some-college	10	4Never-married	8Other-service	3Own-child	4White	1Male	0	0	30	26Mexico	0<=50K
45	4Private	196,584	8Assoc-voc	11	4Never-married	10Prof-specialty	1Not-in-family	4White	0Female	0	1,564	40	39United-States	1>50K
70	4Private	105,376	15Some-college	10	4Never-married	13Tech-support	2Other-relative	4White	1Male	0	0	40	39United-States	0<=50K
31	4Private	185,814	11HS-grad	9	4Never-married	14Transport-moving	4Unmarried	2Black	0Female	0	0	30	39United-States	0<=50K
22	4Private	175,374	15Some-college	10	2Married-civ-spouse	8Other-service	0Husband	4White	1Male	0	0	24	39United-States	0<=50K
36	4Private	108,293	11HS-grad	9	6Widowed	8Other-service	4Unmarried	4White	0Female	0	0	24	39United-States	0<=50K
64	4Private	181,232	111th	7	2Married-civ-spouse	3Craft-repair	0Husband	4White	1Male	0	2,179	40	39United-States	0<=50K
43	0?	174,662	15Some-college	10	0Divorced	0?	1Not-in-family	4White	0Female	0	0	40	39United-States	0<=50K
47	2Local-gov	186,009	15Some-college	10	0Divorced	1Adm-clerical	4Unmarried	4White	0Female	0	0	38	26Mexico	0<=50K
34	4Private	198,183	11HS-grad	9	4Never-married	1Adm-clerical	1Not-in-family	4White	0Female	0	0	40	39United-States	0<=50K
33	4Private	163,003	9Bachelors	13	4Never-married	4Exec-managerial	2Other-relative	1Asian-Pac-Islander	0Female	0	0	40	30Philippines	0<=50K
21	4Private	296,158	11HS-grad	9	4Never-married	3Craft-repair	3Own-child	4White	1Male	0	0	35	39United-States	0<=50K
52	0?	252,903	11HS-grad	9	0Divorced	0?	1Not-in-family	4White	1Male	0	0	45	39United-States	1>50K
48	4Private	187,715	11HS-grad	9	2Married-civ-spouse	3Craft-repair	0Husband	4White	1Male	0	0	46	39United-States	0<=50K
23	4Private	214,542	9Bachelors	13	4Never-married	6Handlers-cleaners	1Not-in-family	4White	1Male	0	0	40	39United-States	0<=50K
71	6Self-emp-not-inc	494,223	15Some-college	10	5Separated	12Sales	4Unmarried	2Black	1Male	0	1,816	2	39United-States	0<=50K
29	4Private	191,535	11HS-grad	9	0Divorced	3Craft-repair	1Not-in-family	4White	1Male	0	0	60	39United-States	0<=50K
42	4Private	228,456	9Bachelors	13	5Separated	8Other-service	2Other-relative	2Black	1Male	0	0	50	39United-States	0<=50K
68	0?	38,317	31st-4th	2	0Divorced	0?	1Not-in-family	4White	0Female	0	0	20	39United-States	0<=50K
25	4Private	252,752	11HS-grad	9	4Never-married	8Other-service	4Unmarried	4White	0Female	0	0	40	39United-States	0<=50K
44	5Self-emp-inc	78,374	12Masters	14	0Divorced	4Exec-managerial	4Unmarried	1Asian-Pac-Islander	0Female	0	0	40	39United-States	0<=50K
28	4Private	88,419	11HS-grad	9	4Never-married	4Exec-managerial	1Not-in-family	1Asian-Pac-Islander	0Female	0	0	40	9England	0<=50K
45	6Self-emp-not-inc	201,080	12Masters	14	2Married-civ-spouse	12Sales	0Husband	4White	1Male	0	0	40	39United-States	1>50K
36	4Private	207,157	15Some-college	10	0Divorced	8Other-service	4Unmarried	4White	0Female	0	0	40	26Mexico	0<=50K
39	1Federal-gov	235,485	7Assoc-acdm	12	4Never-married	4Exec-managerial	1Not-in-family	4White	1Male	0	0	42	39United-States	0<=50K
46	7State-gov	102,628	12Masters	14	6Widowed	11Protective-serv	4Unmarried	4White	1Male	0	0	40	39United-States	0<=50K
18	4Private	25,828	111th	7	4Never-married	6Handlers-cleaners	3Own-child	4White	1Male	0	0	16	39United-States	0<=50K
66	2Local-gov	54,826	8Assoc-voc	11	6Widowed	10Prof-specialty	1Not-in-family	4White	0Female	0	0	20	39United-States	0<=50K
27	4Private	124,953	11HS-grad	9	4Never-married	8Other-service	1Not-in-family	4White	1Male	0	1,980	40	39United-States	0<=50K
28	7State-gov	175,325	11HS-grad	9	2Married-civ-spouse	11Protective-serv	0Husband	4White	1Male	0	0	40	39United-States	0<=50K
51	4Private	96,062	15Some-college	10	2Married-civ-spouse	12Sales	0Husband	4White	1Male	0	1,977	40	39United-States	1>50K
27	4Private	428,030	9Bachelors	13	4Never-married	3Craft-repair	1Not-in-family	4White	1Male	0	0	50	39United-States	0<=50K
28	7State-gov	149,624	9Bachelors	13	2Married-civ-spouse	10Prof-specialty	0Husband	4White	1Male	0	0	40	39United-States	1>50K
27	4Private	253,814	11HS-grad	9	3Married-spouse-absent	12Sales	4Unmarried	4White	0Female	0	0	25	39United-States	0<=50K
21	4Private	312,956	11HS-grad	9	4Never-married	3Craft-repair	3Own-child	2Black	1Male	0	0	40	39United-States	0<=50K
34	4Private	483,777	11HS-grad	9	4Never-married	6Handlers-cleaners	1Not-in-family	2Black	1Male	0	0	40	39United-States	0<=50K
18	4Private	183,930	11HS-grad	9	4Never-married	8Other-service	3Own-child	4White	1Male	0	0	12	39United-States	0<=50K
33	4Private	37,274	9Bachelors	13	2Married-civ-spouse	10Prof-specialty	0Husband	4White	1Male	0	0	65	39United-States	0<=50K
44	2Local-gov	181,344	15Some-college	10	2Married-civ-spouse	4Exec-managerial	0Husband	2Black	1Male	0	0	38	39United-States	1>50K
43	4Private	114,580	15Some-college	10	0Divorced	1Adm-clerical	1Not-in-family	4White	0Female	0	0	40	39United-States	0<=50K
30	4Private	633,742	15Some-college	10	4Never-married	3Craft-repair	1Not-in-family	2Black	1Male	0	0	45	39United-States	0<=50K
40	4Private	286,370	57th-8th	4	2Married-civ-spouse	7Machine-op-inspct	0Husband	4White	1Male	0	0	40	26Mexico	1>50K
37	1Federal-gov	29,054	15Some-college	10	2Married-civ-spouse	1Adm-clerical	0Husband	4White	1Male	0	0	42	39United-States	1>50K
34	4Private	304,030	11HS-grad	9	2Married-civ-spouse	1Adm-clerical	0Husband	2Black	1Male	0	0	40	39United-States	0<=50K
41	6Self-emp-not-inc	143,129	9Bachelors	13	0Divorced	4Exec-managerial	1Not-in-family	4White	0Female	0	0	40	39United-States	0<=50K
53	0?	135,105	9Bachelors	13	0Divorced	0?	1Not-in-family	4White	0Female	0	0	50	39United-States	0<=50K
31	4Private	99,928	12Masters	14	2Married-civ-spouse	10Prof-specialty	5Wife	4White	0Female	0	0	50	39United-States	0<=50K
58	7State-gov	109,567	10Doctorate	16	2Married-civ-spouse	10Prof-specialty	0Husband	4White	1Male	0	0	1	39United-States	1>50K
38	4Private	155,222	15Some-college	10	0Divorced	7Machine-op-inspct	1Not-in-family	2Black	0Female	0	0	28	39United-States	0<=50K
24	4Private	159,567	15Some-college	10	2Married-civ-spouse	7Machine-op-inspct	0Husband	4White	1Male	0	0	40	39United-States	0<=50K
41	2Local-gov	523,910	9Bachelors	13	2Married-civ-spouse	3Craft-repair	0Husband	2Black	1Male	0	0	40	39United-States	0<=50K
47	4Private	120,939	15Some-college	10	2Married-civ-spouse	13Tech-support	0Husband	4White	1Male	0	0	45	39United-States	0<=50K
41	1Federal-gov	130,760	9Bachelors	13	2Married-civ-spouse	13Tech-support	0Husband	4White	1Male	0	0	24	39United-States	0<=50K
23	4Private	197,387	45th-6th	3	2Married-civ-spouse	14Transport-moving	2Other-relative	4White	1Male	0	0	40	26Mexico	0<=50K
36	4Private	99,374	15Some-college	10	0Divorced	3Craft-repair	1Not-in-family	4White	1Male	0	0	40	39United-States	0<=50K
40	1Federal-gov	56,795	12Masters	14	4Never-married	4Exec-managerial	1Not-in-family	4White	0Female	14,084	0	55	39United-States	1>50K
35	4Private	138,992	12Masters	14	2Married-civ-spouse	10Prof-specialty	2Other-relative	4White	1Male	7,298	0	40	39United-States	1>50K
24	6Self-emp-not-inc	32,921	11HS-grad	9	4Never-married	12Sales	1Not-in-family	4White	1Male	0	0	40	39United-States	0<=50K

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