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rana-ajmal
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income_evaluation

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test · 32.6k rows

age int64 17 90	workclass stringclasses 9 values	fnlwgt int64 12.3k 1.48M	education stringclasses 16 values	education-num int64 1 16	marital-status stringclasses 7 values	occupation stringclasses 15 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 stringlengths 2 27	income stringclasses 2 values
39	State-gov	77,516	Bachelors	13	Never-married	Adm-clerical	Not-in-family	White	Male	2,174	0	40	United-States	<=50K
50	Self-emp-not-inc	83,311	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	0	13	United-States	<=50K
38	Private	215,646	HS-grad	9	Divorced	Handlers-cleaners	Not-in-family	White	Male	0	0	40	United-States	<=50K
53	Private	234,721	11th	7	Married-civ-spouse	Handlers-cleaners	Husband	Black	Male	0	0	40	United-States	<=50K
28	Private	338,409	Bachelors	13	Married-civ-spouse	Prof-specialty	Wife	Black	Female	0	0	40	Cuba	<=50K
37	Private	284,582	Masters	14	Married-civ-spouse	Exec-managerial	Wife	White	Female	0	0	40	United-States	<=50K
49	Private	160,187	9th	5	Married-spouse-absent	Other-service	Not-in-family	Black	Female	0	0	16	Jamaica	<=50K
52	Self-emp-not-inc	209,642	HS-grad	9	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	0	45	United-States	>50K
31	Private	45,781	Masters	14	Never-married	Prof-specialty	Not-in-family	White	Female	14,084	0	50	United-States	>50K
42	Private	159,449	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	5,178	0	40	United-States	>50K
37	Private	280,464	Some-college	10	Married-civ-spouse	Exec-managerial	Husband	Black	Male	0	0	80	United-States	>50K
30	State-gov	141,297	Bachelors	13	Married-civ-spouse	Prof-specialty	Husband	Asian-Pac-Islander	Male	0	0	40	India	>50K
23	Private	122,272	Bachelors	13	Never-married	Adm-clerical	Own-child	White	Female	0	0	30	United-States	<=50K
32	Private	205,019	Assoc-acdm	12	Never-married	Sales	Not-in-family	Black	Male	0	0	50	United-States	<=50K
40	Private	121,772	Assoc-voc	11	Married-civ-spouse	Craft-repair	Husband	Asian-Pac-Islander	Male	0	0	40	?	>50K
34	Private	245,487	7th-8th	4	Married-civ-spouse	Transport-moving	Husband	Amer-Indian-Eskimo	Male	0	0	45	Mexico	<=50K
25	Self-emp-not-inc	176,756	HS-grad	9	Never-married	Farming-fishing	Own-child	White	Male	0	0	35	United-States	<=50K
32	Private	186,824	HS-grad	9	Never-married	Machine-op-inspct	Unmarried	White	Male	0	0	40	United-States	<=50K
38	Private	28,887	11th	7	Married-civ-spouse	Sales	Husband	White	Male	0	0	50	United-States	<=50K
43	Self-emp-not-inc	292,175	Masters	14	Divorced	Exec-managerial	Unmarried	White	Female	0	0	45	United-States	>50K
40	Private	193,524	Doctorate	16	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	0	60	United-States	>50K
54	Private	302,146	HS-grad	9	Separated	Other-service	Unmarried	Black	Female	0	0	20	United-States	<=50K
35	Federal-gov	76,845	9th	5	Married-civ-spouse	Farming-fishing	Husband	Black	Male	0	0	40	United-States	<=50K
43	Private	117,037	11th	7	Married-civ-spouse	Transport-moving	Husband	White	Male	0	2,042	40	United-States	<=50K
59	Private	109,015	HS-grad	9	Divorced	Tech-support	Unmarried	White	Female	0	0	40	United-States	<=50K
56	Local-gov	216,851	Bachelors	13	Married-civ-spouse	Tech-support	Husband	White	Male	0	0	40	United-States	>50K
19	Private	168,294	HS-grad	9	Never-married	Craft-repair	Own-child	White	Male	0	0	40	United-States	<=50K
54	?	180,211	Some-college	10	Married-civ-spouse	?	Husband	Asian-Pac-Islander	Male	0	0	60	South	>50K
39	Private	367,260	HS-grad	9	Divorced	Exec-managerial	Not-in-family	White	Male	0	0	80	United-States	<=50K
49	Private	193,366	HS-grad	9	Married-civ-spouse	Craft-repair	Husband	White	Male	0	0	40	United-States	<=50K
23	Local-gov	190,709	Assoc-acdm	12	Never-married	Protective-serv	Not-in-family	White	Male	0	0	52	United-States	<=50K
20	Private	266,015	Some-college	10	Never-married	Sales	Own-child	Black	Male	0	0	44	United-States	<=50K
45	Private	386,940	Bachelors	13	Divorced	Exec-managerial	Own-child	White	Male	0	1,408	40	United-States	<=50K
30	Federal-gov	59,951	Some-college	10	Married-civ-spouse	Adm-clerical	Own-child	White	Male	0	0	40	United-States	<=50K
22	State-gov	311,512	Some-college	10	Married-civ-spouse	Other-service	Husband	Black	Male	0	0	15	United-States	<=50K
48	Private	242,406	11th	7	Never-married	Machine-op-inspct	Unmarried	White	Male	0	0	40	Puerto-Rico	<=50K
21	Private	197,200	Some-college	10	Never-married	Machine-op-inspct	Own-child	White	Male	0	0	40	United-States	<=50K
19	Private	544,091	HS-grad	9	Married-AF-spouse	Adm-clerical	Wife	White	Female	0	0	25	United-States	<=50K
31	Private	84,154	Some-college	10	Married-civ-spouse	Sales	Husband	White	Male	0	0	38	?	>50K
48	Self-emp-not-inc	265,477	Assoc-acdm	12	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	0	40	United-States	<=50K
31	Private	507,875	9th	5	Married-civ-spouse	Machine-op-inspct	Husband	White	Male	0	0	43	United-States	<=50K
53	Self-emp-not-inc	88,506	Bachelors	13	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	0	40	United-States	<=50K
24	Private	172,987	Bachelors	13	Married-civ-spouse	Tech-support	Husband	White	Male	0	0	50	United-States	<=50K
49	Private	94,638	HS-grad	9	Separated	Adm-clerical	Unmarried	White	Female	0	0	40	United-States	<=50K
25	Private	289,980	HS-grad	9	Never-married	Handlers-cleaners	Not-in-family	White	Male	0	0	35	United-States	<=50K
57	Federal-gov	337,895	Bachelors	13	Married-civ-spouse	Prof-specialty	Husband	Black	Male	0	0	40	United-States	>50K
53	Private	144,361	HS-grad	9	Married-civ-spouse	Machine-op-inspct	Husband	White	Male	0	0	38	United-States	<=50K
44	Private	128,354	Masters	14	Divorced	Exec-managerial	Unmarried	White	Female	0	0	40	United-States	<=50K
41	State-gov	101,603	Assoc-voc	11	Married-civ-spouse	Craft-repair	Husband	White	Male	0	0	40	United-States	<=50K
29	Private	271,466	Assoc-voc	11	Never-married	Prof-specialty	Not-in-family	White	Male	0	0	43	United-States	<=50K
25	Private	32,275	Some-college	10	Married-civ-spouse	Exec-managerial	Wife	Other	Female	0	0	40	United-States	<=50K
18	Private	226,956	HS-grad	9	Never-married	Other-service	Own-child	White	Female	0	0	30	?	<=50K
47	Private	51,835	Prof-school	15	Married-civ-spouse	Prof-specialty	Wife	White	Female	0	1,902	60	Honduras	>50K
50	Federal-gov	251,585	Bachelors	13	Divorced	Exec-managerial	Not-in-family	White	Male	0	0	55	United-States	>50K
47	Self-emp-inc	109,832	HS-grad	9	Divorced	Exec-managerial	Not-in-family	White	Male	0	0	60	United-States	<=50K
43	Private	237,993	Some-college	10	Married-civ-spouse	Tech-support	Husband	White	Male	0	0	40	United-States	>50K
46	Private	216,666	5th-6th	3	Married-civ-spouse	Machine-op-inspct	Husband	White	Male	0	0	40	Mexico	<=50K
35	Private	56,352	Assoc-voc	11	Married-civ-spouse	Other-service	Husband	White	Male	0	0	40	Puerto-Rico	<=50K
41	Private	147,372	HS-grad	9	Married-civ-spouse	Adm-clerical	Husband	White	Male	0	0	48	United-States	<=50K
30	Private	188,146	HS-grad	9	Married-civ-spouse	Machine-op-inspct	Husband	White	Male	5,013	0	40	United-States	<=50K
30	Private	59,496	Bachelors	13	Married-civ-spouse	Sales	Husband	White	Male	2,407	0	40	United-States	<=50K
32	?	293,936	7th-8th	4	Married-spouse-absent	?	Not-in-family	White	Male	0	0	40	?	<=50K
48	Private	149,640	HS-grad	9	Married-civ-spouse	Transport-moving	Husband	White	Male	0	0	40	United-States	<=50K
42	Private	116,632	Doctorate	16	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	0	45	United-States	>50K
29	Private	105,598	Some-college	10	Divorced	Tech-support	Not-in-family	White	Male	0	0	58	United-States	<=50K
36	Private	155,537	HS-grad	9	Married-civ-spouse	Craft-repair	Husband	White	Male	0	0	40	United-States	<=50K
28	Private	183,175	Some-college	10	Divorced	Adm-clerical	Not-in-family	White	Female	0	0	40	United-States	<=50K
53	Private	169,846	HS-grad	9	Married-civ-spouse	Adm-clerical	Wife	White	Female	0	0	40	United-States	>50K
49	Self-emp-inc	191,681	Some-college	10	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	0	50	United-States	>50K
25	?	200,681	Some-college	10	Never-married	?	Own-child	White	Male	0	0	40	United-States	<=50K
19	Private	101,509	Some-college	10	Never-married	Prof-specialty	Own-child	White	Male	0	0	32	United-States	<=50K
31	Private	309,974	Bachelors	13	Separated	Sales	Own-child	Black	Female	0	0	40	United-States	<=50K
29	Self-emp-not-inc	162,298	Bachelors	13	Married-civ-spouse	Sales	Husband	White	Male	0	0	70	United-States	>50K
23	Private	211,678	Some-college	10	Never-married	Machine-op-inspct	Not-in-family	White	Male	0	0	40	United-States	<=50K
79	Private	124,744	Some-college	10	Married-civ-spouse	Prof-specialty	Other-relative	White	Male	0	0	20	United-States	<=50K
27	Private	213,921	HS-grad	9	Never-married	Other-service	Own-child	White	Male	0	0	40	Mexico	<=50K
40	Private	32,214	Assoc-acdm	12	Married-civ-spouse	Adm-clerical	Husband	White	Male	0	0	40	United-States	<=50K
67	?	212,759	10th	6	Married-civ-spouse	?	Husband	White	Male	0	0	2	United-States	<=50K
18	Private	309,634	11th	7	Never-married	Other-service	Own-child	White	Female	0	0	22	United-States	<=50K
31	Local-gov	125,927	7th-8th	4	Married-civ-spouse	Farming-fishing	Husband	White	Male	0	0	40	United-States	<=50K
18	Private	446,839	HS-grad	9	Never-married	Sales	Not-in-family	White	Male	0	0	30	United-States	<=50K
52	Private	276,515	Bachelors	13	Married-civ-spouse	Other-service	Husband	White	Male	0	0	40	Cuba	<=50K
46	Private	51,618	HS-grad	9	Married-civ-spouse	Other-service	Wife	White	Female	0	0	40	United-States	<=50K
59	Private	159,937	HS-grad	9	Married-civ-spouse	Sales	Husband	White	Male	0	0	48	United-States	<=50K
44	Private	343,591	HS-grad	9	Divorced	Craft-repair	Not-in-family	White	Female	14,344	0	40	United-States	>50K
53	Private	346,253	HS-grad	9	Divorced	Sales	Own-child	White	Female	0	0	35	United-States	<=50K
49	Local-gov	268,234	HS-grad	9	Married-civ-spouse	Protective-serv	Husband	White	Male	0	0	40	United-States	>50K
33	Private	202,051	Masters	14	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	0	50	United-States	<=50K
30	Private	54,334	9th	5	Never-married	Sales	Not-in-family	White	Male	0	0	40	United-States	<=50K
43	Federal-gov	410,867	Doctorate	16	Never-married	Prof-specialty	Not-in-family	White	Female	0	0	50	United-States	>50K
57	Private	249,977	Assoc-voc	11	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	0	40	United-States	<=50K
37	Private	286,730	Some-college	10	Divorced	Craft-repair	Unmarried	White	Female	0	0	40	United-States	<=50K
28	Private	212,563	Some-college	10	Divorced	Machine-op-inspct	Unmarried	Black	Female	0	0	25	United-States	<=50K
30	Private	117,747	HS-grad	9	Married-civ-spouse	Sales	Wife	Asian-Pac-Islander	Female	0	1,573	35	?	<=50K
34	Local-gov	226,296	Bachelors	13	Married-civ-spouse	Protective-serv	Husband	White	Male	0	0	40	United-States	>50K
29	Local-gov	115,585	Some-college	10	Never-married	Handlers-cleaners	Not-in-family	White	Male	0	0	50	United-States	<=50K
48	Self-emp-not-inc	191,277	Doctorate	16	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	1,902	60	United-States	>50K
37	Private	202,683	Some-college	10	Married-civ-spouse	Sales	Husband	White	Male	0	0	48	United-States	>50K
48	Private	171,095	Assoc-acdm	12	Divorced	Exec-managerial	Unmarried	White	Female	0	0	40	England	<=50K
32	Federal-gov	249,409	HS-grad	9	Never-married	Other-service	Own-child	Black	Male	0	0	40	United-States	<=50K