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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
39	7State-gov	77,516	9Bachelors	13	4Never-married	1Adm-clerical	1Not-in-family	4White	1Male	2,174	0	40	39United-States	0<=50K
50	6Self-emp-not-inc	83,311	9Bachelors	13	2Married-civ-spouse	4Exec-managerial	0Husband	4White	1Male	0	0	13	39United-States	0<=50K
38	4Private	215,646	11HS-grad	9	0Divorced	6Handlers-cleaners	1Not-in-family	4White	1Male	0	0	40	39United-States	0<=50K
53	4Private	234,721	111th	7	2Married-civ-spouse	6Handlers-cleaners	0Husband	2Black	1Male	0	0	40	39United-States	0<=50K
28	4Private	338,409	9Bachelors	13	2Married-civ-spouse	10Prof-specialty	5Wife	2Black	0Female	0	0	40	5Cuba	0<=50K
37	4Private	284,582	12Masters	14	2Married-civ-spouse	4Exec-managerial	5Wife	4White	0Female	0	0	40	39United-States	0<=50K
49	4Private	160,187	69th	5	3Married-spouse-absent	8Other-service	1Not-in-family	2Black	0Female	0	0	16	23Jamaica	0<=50K
52	6Self-emp-not-inc	209,642	11HS-grad	9	2Married-civ-spouse	4Exec-managerial	0Husband	4White	1Male	0	0	45	39United-States	1>50K
31	4Private	45,781	12Masters	14	4Never-married	10Prof-specialty	1Not-in-family	4White	0Female	14,084	0	50	39United-States	1>50K
42	4Private	159,449	9Bachelors	13	2Married-civ-spouse	4Exec-managerial	0Husband	4White	1Male	5,178	0	40	39United-States	1>50K
37	4Private	280,464	15Some-college	10	2Married-civ-spouse	4Exec-managerial	0Husband	2Black	1Male	0	0	80	39United-States	1>50K
30	7State-gov	141,297	9Bachelors	13	2Married-civ-spouse	10Prof-specialty	0Husband	1Asian-Pac-Islander	1Male	0	0	40	19India	1>50K
23	4Private	122,272	9Bachelors	13	4Never-married	1Adm-clerical	3Own-child	4White	0Female	0	0	30	39United-States	0<=50K
32	4Private	205,019	7Assoc-acdm	12	4Never-married	12Sales	1Not-in-family	2Black	1Male	0	0	50	39United-States	0<=50K
40	4Private	121,772	8Assoc-voc	11	2Married-civ-spouse	3Craft-repair	0Husband	1Asian-Pac-Islander	1Male	0	0	40	0?	1>50K
34	4Private	245,487	57th-8th	4	2Married-civ-spouse	14Transport-moving	0Husband	0Amer-Indian-Eskimo	1Male	0	0	45	26Mexico	0<=50K
25	6Self-emp-not-inc	176,756	11HS-grad	9	4Never-married	5Farming-fishing	3Own-child	4White	1Male	0	0	35	39United-States	0<=50K
32	4Private	186,824	11HS-grad	9	4Never-married	7Machine-op-inspct	4Unmarried	4White	1Male	0	0	40	39United-States	0<=50K
38	4Private	28,887	111th	7	2Married-civ-spouse	12Sales	0Husband	4White	1Male	0	0	50	39United-States	0<=50K
43	6Self-emp-not-inc	292,175	12Masters	14	0Divorced	4Exec-managerial	4Unmarried	4White	0Female	0	0	45	39United-States	1>50K
40	4Private	193,524	10Doctorate	16	2Married-civ-spouse	10Prof-specialty	0Husband	4White	1Male	0	0	60	39United-States	1>50K
54	4Private	302,146	11HS-grad	9	5Separated	8Other-service	4Unmarried	2Black	0Female	0	0	20	39United-States	0<=50K
35	1Federal-gov	76,845	69th	5	2Married-civ-spouse	5Farming-fishing	0Husband	2Black	1Male	0	0	40	39United-States	0<=50K
43	4Private	117,037	111th	7	2Married-civ-spouse	14Transport-moving	0Husband	4White	1Male	0	2,042	40	39United-States	0<=50K
59	4Private	109,015	11HS-grad	9	0Divorced	13Tech-support	4Unmarried	4White	0Female	0	0	40	39United-States	0<=50K
56	2Local-gov	216,851	9Bachelors	13	2Married-civ-spouse	13Tech-support	0Husband	4White	1Male	0	0	40	39United-States	1>50K
19	4Private	168,294	11HS-grad	9	4Never-married	3Craft-repair	3Own-child	4White	1Male	0	0	40	39United-States	0<=50K
54	0?	180,211	15Some-college	10	2Married-civ-spouse	0?	0Husband	1Asian-Pac-Islander	1Male	0	0	60	35South	1>50K
39	4Private	367,260	11HS-grad	9	0Divorced	4Exec-managerial	1Not-in-family	4White	1Male	0	0	80	39United-States	0<=50K
49	4Private	193,366	11HS-grad	9	2Married-civ-spouse	3Craft-repair	0Husband	4White	1Male	0	0	40	39United-States	0<=50K
23	2Local-gov	190,709	7Assoc-acdm	12	4Never-married	11Protective-serv	1Not-in-family	4White	1Male	0	0	52	39United-States	0<=50K
20	4Private	266,015	15Some-college	10	4Never-married	12Sales	3Own-child	2Black	1Male	0	0	44	39United-States	0<=50K
45	4Private	386,940	9Bachelors	13	0Divorced	4Exec-managerial	3Own-child	4White	1Male	0	1,408	40	39United-States	0<=50K
30	1Federal-gov	59,951	15Some-college	10	2Married-civ-spouse	1Adm-clerical	3Own-child	4White	1Male	0	0	40	39United-States	0<=50K
22	7State-gov	311,512	15Some-college	10	2Married-civ-spouse	8Other-service	0Husband	2Black	1Male	0	0	15	39United-States	0<=50K
48	4Private	242,406	111th	7	4Never-married	7Machine-op-inspct	4Unmarried	4White	1Male	0	0	40	33Puerto-Rico	0<=50K
21	4Private	197,200	15Some-college	10	4Never-married	7Machine-op-inspct	3Own-child	4White	1Male	0	0	40	39United-States	0<=50K
19	4Private	544,091	11HS-grad	9	1Married-AF-spouse	1Adm-clerical	5Wife	4White	0Female	0	0	25	39United-States	0<=50K
31	4Private	84,154	15Some-college	10	2Married-civ-spouse	12Sales	0Husband	4White	1Male	0	0	38	0?	1>50K
48	6Self-emp-not-inc	265,477	7Assoc-acdm	12	2Married-civ-spouse	10Prof-specialty	0Husband	4White	1Male	0	0	40	39United-States	0<=50K
31	4Private	507,875	69th	5	2Married-civ-spouse	7Machine-op-inspct	0Husband	4White	1Male	0	0	43	39United-States	0<=50K
53	6Self-emp-not-inc	88,506	9Bachelors	13	2Married-civ-spouse	10Prof-specialty	0Husband	4White	1Male	0	0	40	39United-States	0<=50K
24	4Private	172,987	9Bachelors	13	2Married-civ-spouse	13Tech-support	0Husband	4White	1Male	0	0	50	39United-States	0<=50K
49	4Private	94,638	11HS-grad	9	5Separated	1Adm-clerical	4Unmarried	4White	0Female	0	0	40	39United-States	0<=50K
25	4Private	289,980	11HS-grad	9	4Never-married	6Handlers-cleaners	1Not-in-family	4White	1Male	0	0	35	39United-States	0<=50K
57	1Federal-gov	337,895	9Bachelors	13	2Married-civ-spouse	10Prof-specialty	0Husband	2Black	1Male	0	0	40	39United-States	1>50K
53	4Private	144,361	11HS-grad	9	2Married-civ-spouse	7Machine-op-inspct	0Husband	4White	1Male	0	0	38	39United-States	0<=50K
44	4Private	128,354	12Masters	14	0Divorced	4Exec-managerial	4Unmarried	4White	0Female	0	0	40	39United-States	0<=50K
41	7State-gov	101,603	8Assoc-voc	11	2Married-civ-spouse	3Craft-repair	0Husband	4White	1Male	0	0	40	39United-States	0<=50K
29	4Private	271,466	8Assoc-voc	11	4Never-married	10Prof-specialty	1Not-in-family	4White	1Male	0	0	43	39United-States	0<=50K
25	4Private	32,275	15Some-college	10	2Married-civ-spouse	4Exec-managerial	5Wife	3Other	0Female	0	0	40	39United-States	0<=50K
18	4Private	226,956	11HS-grad	9	4Never-married	8Other-service	3Own-child	4White	0Female	0	0	30	0?	0<=50K
47	4Private	51,835	14Prof-school	15	2Married-civ-spouse	10Prof-specialty	5Wife	4White	0Female	0	1,902	60	16Honduras	1>50K
50	1Federal-gov	251,585	9Bachelors	13	0Divorced	4Exec-managerial	1Not-in-family	4White	1Male	0	0	55	39United-States	1>50K
47	5Self-emp-inc	109,832	11HS-grad	9	0Divorced	4Exec-managerial	1Not-in-family	4White	1Male	0	0	60	39United-States	0<=50K
43	4Private	237,993	15Some-college	10	2Married-civ-spouse	13Tech-support	0Husband	4White	1Male	0	0	40	39United-States	1>50K
46	4Private	216,666	45th-6th	3	2Married-civ-spouse	7Machine-op-inspct	0Husband	4White	1Male	0	0	40	26Mexico	0<=50K
35	4Private	56,352	8Assoc-voc	11	2Married-civ-spouse	8Other-service	0Husband	4White	1Male	0	0	40	33Puerto-Rico	0<=50K
41	4Private	147,372	11HS-grad	9	2Married-civ-spouse	1Adm-clerical	0Husband	4White	1Male	0	0	48	39United-States	0<=50K
30	4Private	188,146	11HS-grad	9	2Married-civ-spouse	7Machine-op-inspct	0Husband	4White	1Male	5,013	0	40	39United-States	0<=50K
30	4Private	59,496	9Bachelors	13	2Married-civ-spouse	12Sales	0Husband	4White	1Male	2,407	0	40	39United-States	0<=50K
32	0?	293,936	57th-8th	4	3Married-spouse-absent	0?	1Not-in-family	4White	1Male	0	0	40	0?	0<=50K
48	4Private	149,640	11HS-grad	9	2Married-civ-spouse	14Transport-moving	0Husband	4White	1Male	0	0	40	39United-States	0<=50K
42	4Private	116,632	10Doctorate	16	2Married-civ-spouse	10Prof-specialty	0Husband	4White	1Male	0	0	45	39United-States	1>50K
29	4Private	105,598	15Some-college	10	0Divorced	13Tech-support	1Not-in-family	4White	1Male	0	0	58	39United-States	0<=50K
36	4Private	155,537	11HS-grad	9	2Married-civ-spouse	3Craft-repair	0Husband	4White	1Male	0	0	40	39United-States	0<=50K
28	4Private	183,175	15Some-college	10	0Divorced	1Adm-clerical	1Not-in-family	4White	0Female	0	0	40	39United-States	0<=50K
53	4Private	169,846	11HS-grad	9	2Married-civ-spouse	1Adm-clerical	5Wife	4White	0Female	0	0	40	39United-States	1>50K
49	5Self-emp-inc	191,681	15Some-college	10	2Married-civ-spouse	4Exec-managerial	0Husband	4White	1Male	0	0	50	39United-States	1>50K
25	0?	200,681	15Some-college	10	4Never-married	0?	3Own-child	4White	1Male	0	0	40	39United-States	0<=50K
19	4Private	101,509	15Some-college	10	4Never-married	10Prof-specialty	3Own-child	4White	1Male	0	0	32	39United-States	0<=50K
31	4Private	309,974	9Bachelors	13	5Separated	12Sales	3Own-child	2Black	0Female	0	0	40	39United-States	0<=50K
29	6Self-emp-not-inc	162,298	9Bachelors	13	2Married-civ-spouse	12Sales	0Husband	4White	1Male	0	0	70	39United-States	1>50K
23	4Private	211,678	15Some-college	10	4Never-married	7Machine-op-inspct	1Not-in-family	4White	1Male	0	0	40	39United-States	0<=50K
79	4Private	124,744	15Some-college	10	2Married-civ-spouse	10Prof-specialty	2Other-relative	4White	1Male	0	0	20	39United-States	0<=50K
27	4Private	213,921	11HS-grad	9	4Never-married	8Other-service	3Own-child	4White	1Male	0	0	40	26Mexico	0<=50K
40	4Private	32,214	7Assoc-acdm	12	2Married-civ-spouse	1Adm-clerical	0Husband	4White	1Male	0	0	40	39United-States	0<=50K
67	0?	212,759	010th	6	2Married-civ-spouse	0?	0Husband	4White	1Male	0	0	2	39United-States	0<=50K
18	4Private	309,634	111th	7	4Never-married	8Other-service	3Own-child	4White	0Female	0	0	22	39United-States	0<=50K
31	2Local-gov	125,927	57th-8th	4	2Married-civ-spouse	5Farming-fishing	0Husband	4White	1Male	0	0	40	39United-States	0<=50K
18	4Private	446,839	11HS-grad	9	4Never-married	12Sales	1Not-in-family	4White	1Male	0	0	30	39United-States	0<=50K
52	4Private	276,515	9Bachelors	13	2Married-civ-spouse	8Other-service	0Husband	4White	1Male	0	0	40	5Cuba	0<=50K
46	4Private	51,618	11HS-grad	9	2Married-civ-spouse	8Other-service	5Wife	4White	0Female	0	0	40	39United-States	0<=50K
59	4Private	159,937	11HS-grad	9	2Married-civ-spouse	12Sales	0Husband	4White	1Male	0	0	48	39United-States	0<=50K
44	4Private	343,591	11HS-grad	9	0Divorced	3Craft-repair	1Not-in-family	4White	0Female	14,344	0	40	39United-States	1>50K
53	4Private	346,253	11HS-grad	9	0Divorced	12Sales	3Own-child	4White	0Female	0	0	35	39United-States	0<=50K
49	2Local-gov	268,234	11HS-grad	9	2Married-civ-spouse	11Protective-serv	0Husband	4White	1Male	0	0	40	39United-States	1>50K
33	4Private	202,051	12Masters	14	2Married-civ-spouse	10Prof-specialty	0Husband	4White	1Male	0	0	50	39United-States	0<=50K
30	4Private	54,334	69th	5	4Never-married	12Sales	1Not-in-family	4White	1Male	0	0	40	39United-States	0<=50K
43	1Federal-gov	410,867	10Doctorate	16	4Never-married	10Prof-specialty	1Not-in-family	4White	0Female	0	0	50	39United-States	1>50K
57	4Private	249,977	8Assoc-voc	11	2Married-civ-spouse	10Prof-specialty	0Husband	4White	1Male	0	0	40	39United-States	0<=50K
37	4Private	286,730	15Some-college	10	0Divorced	3Craft-repair	4Unmarried	4White	0Female	0	0	40	39United-States	0<=50K
28	4Private	212,563	15Some-college	10	0Divorced	7Machine-op-inspct	4Unmarried	2Black	0Female	0	0	25	39United-States	0<=50K
30	4Private	117,747	11HS-grad	9	2Married-civ-spouse	12Sales	5Wife	1Asian-Pac-Islander	0Female	0	1,573	35	0?	0<=50K
34	2Local-gov	226,296	9Bachelors	13	2Married-civ-spouse	11Protective-serv	0Husband	4White	1Male	0	0	40	39United-States	1>50K
29	2Local-gov	115,585	15Some-college	10	4Never-married	6Handlers-cleaners	1Not-in-family	4White	1Male	0	0	50	39United-States	0<=50K
48	6Self-emp-not-inc	191,277	10Doctorate	16	2Married-civ-spouse	10Prof-specialty	0Husband	4White	1Male	0	1,902	60	39United-States	1>50K
37	4Private	202,683	15Some-college	10	2Married-civ-spouse	12Sales	0Husband	4White	1Male	0	0	48	39United-States	1>50K
48	4Private	171,095	7Assoc-acdm	12	0Divorced	4Exec-managerial	4Unmarried	4White	0Female	0	0	40	9England	0<=50K
32	1Federal-gov	249,409	11HS-grad	9	4Never-married	8Other-service	3Own-child	2Black	1Male	0	0	40	39United-States	0<=50K

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