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Databoost
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optimized_adult_census

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train · 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	hours.per.week int64 1 99	native.country stringclasses 42 values	age_group stringclasses 3 values	capital_gain_loss_ratio float64 0 10B	income stringclasses 2 values
36	Private	198,237	Bachelors	13	Married-civ-spouse	Prof-specialty	Husband	White	Male	15,024	50	United-States	Middle-aged	1,502,400,000	>50K
32	Self-emp-inc	78,530	Some-college	10	Married-civ-spouse	Exec-managerial	Husband	White	Male	15,024	50	United-States	Middle-aged	1,502,400,000	>50K
53	State-gov	43,952	Masters	14	Married-civ-spouse	Exec-managerial	Husband	White	Male	15,024	38	United-States	Middle-aged	1,502,400,000	>50K
46	Self-emp-not-inc	43,348	Prof-school	15	Married-civ-spouse	Exec-managerial	Husband	White	Male	15,024	55	United-States	Middle-aged	1,502,400,000	>50K
52	Self-emp-inc	254,211	Masters	14	Married-civ-spouse	Prof-specialty	Husband	White	Male	15,024	60	United-States	Middle-aged	1,502,400,000	>50K
30	Self-emp-inc	321,990	Masters	14	Married-civ-spouse	Exec-managerial	Husband	White	Male	15,024	60	?	Middle-aged	1,502,400,000	>50K
33	Private	144,949	Masters	14	Married-civ-spouse	Prof-specialty	Husband	White	Male	15,024	40	United-States	Middle-aged	1,502,400,000	>50K
32	Private	137,076	Some-college	10	Married-civ-spouse	Exec-managerial	Husband	White	Male	15,024	60	United-States	Middle-aged	1,502,400,000	>50K
43	Private	194,726	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	15,024	55	United-States	Middle-aged	1,502,400,000	>50K
50	Private	89,041	HS-grad	9	Married-civ-spouse	Craft-repair	Husband	White	Male	15,024	50	United-States	Middle-aged	1,502,400,000	>50K
38	Private	409,604	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	15,024	40	United-States	Middle-aged	1,502,400,000	>50K
43	State-gov	139,734	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	15,024	40	United-States	Middle-aged	1,502,400,000	>50K
53	Private	30,244	Assoc-acdm	12	Married-civ-spouse	Exec-managerial	Husband	White	Male	15,024	40	United-States	Middle-aged	1,502,400,000	>50K
30	Private	340,917	Masters	14	Married-civ-spouse	Exec-managerial	Husband	White	Male	15,024	60	United-States	Middle-aged	1,502,400,000	>50K
59	Self-emp-not-inc	201,263	Bachelors	13	Married-civ-spouse	Sales	Husband	White	Male	15,024	55	United-States	Middle-aged	1,502,400,000	>50K
44	Private	116,825	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	15,024	80	United-States	Middle-aged	1,502,400,000	>50K
41	Private	101,593	Masters	14	Married-civ-spouse	Prof-specialty	Husband	White	Male	15,024	50	United-States	Middle-aged	1,502,400,000	>50K
38	?	70,282	Masters	14	Married-civ-spouse	?	Wife	Black	Female	15,024	2	United-States	Middle-aged	1,502,400,000	>50K
60	Private	103,344	HS-grad	9	Married-civ-spouse	Craft-repair	Husband	White	Male	15,024	40	United-States	Senior	1,502,400,000	>50K
42	Self-emp-not-inc	336,513	Bachelors	13	Married-civ-spouse	Craft-repair	Husband	White	Male	15,024	60	United-States	Middle-aged	1,502,400,000	>50K
42	Self-emp-not-inc	24,763	Doctorate	16	Married-civ-spouse	Prof-specialty	Husband	White	Male	15,024	40	United-States	Middle-aged	1,502,400,000	>50K
48	Private	38,950	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	15,024	50	United-States	Middle-aged	1,502,400,000	>50K
55	Private	199,067	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	15,024	42	United-States	Middle-aged	1,502,400,000	>50K
49	State-gov	391,585	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	15,024	40	United-States	Middle-aged	1,502,400,000	>50K
50	Private	205,803	Masters	14	Married-civ-spouse	Sales	Husband	White	Male	15,024	40	United-States	Middle-aged	1,502,400,000	>50K
55	Private	182,460	HS-grad	9	Married-civ-spouse	Craft-repair	Husband	White	Male	15,024	35	United-States	Middle-aged	1,502,400,000	>50K
44	Private	267,717	Masters	14	Married-civ-spouse	Craft-repair	Husband	White	Male	15,024	45	United-States	Middle-aged	1,502,400,000	>50K
46	Private	330,087	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	15,024	45	United-States	Middle-aged	1,502,400,000	>50K
40	Private	88,909	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	15,024	50	United-States	Middle-aged	1,502,400,000	>50K
39	Self-emp-not-inc	343,476	Bachelors	13	Married-civ-spouse	Prof-specialty	Husband	White	Male	15,024	50	Japan	Middle-aged	1,502,400,000	>50K
30	Local-gov	182,926	Some-college	10	Married-civ-spouse	Protective-serv	Husband	White	Male	15,024	40	United-States	Middle-aged	1,502,400,000	>50K
44	Private	109,912	Doctorate	16	Married-civ-spouse	Exec-managerial	Wife	White	Female	15,024	32	United-States	Middle-aged	1,502,400,000	>50K
60	Self-emp-inc	376,133	HS-grad	9	Married-civ-spouse	Adm-clerical	Wife	White	Female	15,024	15	United-States	Senior	1,502,400,000	>50K
60	Private	142,494	Some-college	10	Married-civ-spouse	Exec-managerial	Husband	White	Male	15,024	40	United-States	Senior	1,502,400,000	>50K
36	Private	184,112	Prof-school	15	Married-civ-spouse	Prof-specialty	Wife	White	Female	15,024	45	United-States	Middle-aged	1,502,400,000	>50K
36	Self-emp-inc	77,146	Bachelors	13	Married-civ-spouse	Sales	Husband	White	Male	15,024	45	United-States	Middle-aged	1,502,400,000	>50K
39	Private	322,143	12th	8	Married-civ-spouse	Transport-moving	Husband	White	Male	15,024	70	United-States	Middle-aged	1,502,400,000	>50K
40	Self-emp-inc	182,437	Assoc-acdm	12	Married-civ-spouse	Sales	Husband	White	Male	15,024	50	United-States	Middle-aged	1,502,400,000	>50K
51	Private	90,363	Some-college	10	Married-civ-spouse	Adm-clerical	Husband	White	Male	15,024	40	United-States	Middle-aged	1,502,400,000	>50K
45	Private	101,452	Masters	14	Married-civ-spouse	Exec-managerial	Husband	White	Male	15,024	60	England	Middle-aged	1,502,400,000	>50K
51	Private	338,620	Masters	14	Married-civ-spouse	Exec-managerial	Husband	White	Male	15,024	60	United-States	Middle-aged	1,502,400,000	>50K
47	Private	149,700	Bachelors	13	Married-civ-spouse	Tech-support	Husband	White	Male	15,024	40	United-States	Middle-aged	1,502,400,000	>50K
59	Private	153,484	Bachelors	13	Married-civ-spouse	Craft-repair	Husband	White	Male	15,024	50	United-States	Middle-aged	1,502,400,000	>50K
47	Private	162,741	Assoc-acdm	12	Married-civ-spouse	Prof-specialty	Wife	Black	Female	15,024	40	United-States	Middle-aged	1,502,400,000	>50K
46	Federal-gov	102,308	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	15,024	50	United-States	Middle-aged	1,502,400,000	>50K
35	Private	81,232	Bachelors	13	Married-civ-spouse	Sales	Husband	White	Male	15,024	50	United-States	Middle-aged	1,502,400,000	>50K
39	Private	33,983	Some-college	10	Married-civ-spouse	Adm-clerical	Husband	White	Male	15,024	40	United-States	Middle-aged	1,502,400,000	>50K
52	Self-emp-not-inc	194,995	Bachelors	13	Married-civ-spouse	Sales	Husband	White	Male	15,024	55	United-States	Middle-aged	1,502,400,000	>50K
32	Federal-gov	42,900	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	15,024	50	United-States	Middle-aged	1,502,400,000	>50K
40	Private	166,662	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	15,024	45	United-States	Middle-aged	1,502,400,000	>50K
61	Private	170,262	HS-grad	9	Married-civ-spouse	Exec-managerial	Wife	White	Female	15,024	38	United-States	Senior	1,502,400,000	>50K
57	Private	127,728	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	15,024	50	United-States	Middle-aged	1,502,400,000	>50K
48	State-gov	212,954	Masters	14	Married-civ-spouse	Prof-specialty	Husband	White	Male	15,024	40	United-States	Middle-aged	1,502,400,000	>50K
51	Private	221,672	Masters	14	Married-civ-spouse	Sales	Husband	White	Male	15,024	50	United-States	Middle-aged	1,502,400,000	>50K
34	Self-emp-not-inc	198,664	Bachelors	13	Married-civ-spouse	Craft-repair	Husband	Asian-Pac-Islander	Male	15,024	70	South	Middle-aged	1,502,400,000	>50K
62	Private	109,190	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	15,024	40	United-States	Senior	1,502,400,000	>50K
42	Private	252,518	Prof-school	15	Married-civ-spouse	Exec-managerial	Husband	White	Male	15,024	40	United-States	Middle-aged	1,502,400,000	>50K
59	Private	165,922	Bachelors	13	Married-civ-spouse	Prof-specialty	Husband	White	Male	15,024	40	United-States	Middle-aged	1,502,400,000	>50K
57	Self-emp-inc	123,053	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	Asian-Pac-Islander	Male	15,024	50	India	Middle-aged	1,502,400,000	>50K
59	Self-emp-inc	31,359	Masters	14	Married-civ-spouse	Exec-managerial	Husband	White	Male	15,024	80	United-States	Middle-aged	1,502,400,000	>50K
50	Private	98,975	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	15,024	40	United-States	Middle-aged	1,502,400,000	>50K
61	Private	119,684	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	15,024	20	United-States	Senior	1,502,400,000	>50K
44	Private	181,762	Bachelors	13	Married-civ-spouse	Transport-moving	Husband	White	Male	15,024	55	United-States	Middle-aged	1,502,400,000	>50K
41	Private	150,755	Doctorate	16	Married-civ-spouse	Exec-managerial	Husband	White	Male	15,024	50	Canada	Middle-aged	1,502,400,000	>50K
43	Private	345,789	Bachelors	13	Married-civ-spouse	Prof-specialty	Wife	White	Female	15,024	50	United-States	Middle-aged	1,502,400,000	>50K
46	Private	102,569	Masters	14	Married-civ-spouse	Exec-managerial	Husband	White	Male	15,024	65	United-States	Middle-aged	1,502,400,000	>50K
42	Private	119,359	Prof-school	15	Married-civ-spouse	Sales	Wife	Amer-Indian-Eskimo	Female	15,024	40	South	Middle-aged	1,502,400,000	>50K
37	Private	359,001	Assoc-voc	11	Married-civ-spouse	Transport-moving	Husband	White	Male	15,024	50	United-States	Middle-aged	1,502,400,000	>50K
46	Private	393,715	Some-college	10	Married-civ-spouse	Exec-managerial	Husband	White	Male	15,024	50	United-States	Middle-aged	1,502,400,000	>50K
46	Self-emp-not-inc	366,089	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	15,024	40	United-States	Middle-aged	1,502,400,000	>50K
47	Private	61,885	Bachelors	13	Married-civ-spouse	Prof-specialty	Husband	White	Male	15,024	50	United-States	Middle-aged	1,502,400,000	>50K
46	Private	121,124	Assoc-acdm	12	Married-civ-spouse	Exec-managerial	Husband	White	Male	15,024	50	United-States	Middle-aged	1,502,400,000	>50K
59	Self-emp-inc	169,982	Some-college	10	Married-civ-spouse	Exec-managerial	Husband	White	Male	15,024	60	United-States	Middle-aged	1,502,400,000	>50K
43	State-gov	506,329	Bachelors	13	Married-civ-spouse	Prof-specialty	Husband	Asian-Pac-Islander	Male	15,024	40	?	Middle-aged	1,502,400,000	>50K
48	Private	182,541	Bachelors	13	Married-civ-spouse	Prof-specialty	Husband	White	Male	15,024	45	United-States	Middle-aged	1,502,400,000	>50K
47	Private	323,798	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	15,024	55	United-States	Middle-aged	1,502,400,000	>50K
43	Private	130,126	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	15,024	50	United-States	Middle-aged	1,502,400,000	>50K
44	Local-gov	189,956	Bachelors	13	Married-civ-spouse	Protective-serv	Wife	Black	Female	15,024	40	United-States	Middle-aged	1,502,400,000	>50K
45	Private	266,860	Masters	14	Married-civ-spouse	Exec-managerial	Husband	White	Male	15,024	50	United-States	Middle-aged	1,502,400,000	>50K
43	Local-gov	188,291	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	15,024	45	United-States	Middle-aged	1,502,400,000	>50K
40	Private	99,604	Masters	14	Married-civ-spouse	Prof-specialty	Wife	White	Female	15,024	24	United-States	Middle-aged	1,502,400,000	>50K
50	Private	204,447	Masters	14	Married-civ-spouse	Exec-managerial	Husband	White	Male	15,024	65	United-States	Middle-aged	1,502,400,000	>50K
52	Self-emp-inc	114,758	Bachelors	13	Married-civ-spouse	Sales	Husband	White	Male	15,024	50	United-States	Middle-aged	1,502,400,000	>50K
52	?	92,968	Masters	14	Married-civ-spouse	?	Wife	White	Female	15,024	40	United-States	Middle-aged	1,502,400,000	>50K
40	Private	198,873	Prof-school	15	Married-civ-spouse	Prof-specialty	Wife	White	Female	15,024	30	United-States	Middle-aged	1,502,400,000	>50K
44	Private	148,138	Doctorate	16	Married-civ-spouse	Exec-managerial	Husband	Asian-Pac-Islander	Male	15,024	40	Japan	Middle-aged	1,502,400,000	>50K
47	Private	355,320	Bachelors	13	Married-civ-spouse	Prof-specialty	Husband	White	Male	15,024	40	United-States	Middle-aged	1,502,400,000	>50K
58	Self-emp-inc	89,922	Assoc-voc	11	Married-civ-spouse	Exec-managerial	Husband	White	Male	15,024	40	United-States	Middle-aged	1,502,400,000	>50K
50	Private	138,852	Masters	14	Married-civ-spouse	Exec-managerial	Husband	White	Male	15,024	50	United-States	Middle-aged	1,502,400,000	>50K
54	Self-emp-inc	129,432	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	15,024	40	United-States	Middle-aged	1,502,400,000	>50K
50	Private	145,409	Bachelors	13	Married-civ-spouse	Prof-specialty	Husband	White	Male	15,024	40	United-States	Middle-aged	1,502,400,000	>50K
43	Private	64,631	HS-grad	9	Married-civ-spouse	Exec-managerial	Husband	White	Male	15,024	50	United-States	Middle-aged	1,502,400,000	>50K
52	Private	186,303	Some-college	10	Married-civ-spouse	Exec-managerial	Husband	White	Male	15,024	55	Canada	Middle-aged	1,502,400,000	>50K
44	Self-emp-not-inc	172,479	HS-grad	9	Married-civ-spouse	Farming-fishing	Husband	White	Male	15,024	60	United-States	Middle-aged	1,502,400,000	>50K
58	Private	147,707	HS-grad	9	Married-civ-spouse	Exec-managerial	Husband	White	Male	15,024	60	United-States	Middle-aged	1,502,400,000	>50K
45	Private	148,171	Assoc-voc	11	Married-civ-spouse	Craft-repair	Husband	White	Male	15,024	40	United-States	Middle-aged	1,502,400,000	>50K
30	Private	196,385	Bachelors	13	Married-civ-spouse	Prof-specialty	Husband	White	Male	15,024	35	United-States	Middle-aged	1,502,400,000	>50K
40	Self-emp-inc	191,429	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	15,024	40	United-States	Middle-aged	1,502,400,000	>50K
49	Self-emp-inc	58,359	Some-college	10	Married-civ-spouse	Exec-managerial	Husband	White	Male	15,024	50	United-States	Middle-aged	1,502,400,000	>50K
52	Self-emp-inc	89,041	Masters	14	Married-civ-spouse	Exec-managerial	Husband	White	Male	15,024	60	United-States	Middle-aged	1,502,400,000	>50K

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