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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
43	Private	397,963	HS-grad	9	Divorced	Handlers-cleaners	Not-in-family	White	Male	594	16	United-States	Middle-aged	59,400,000	<=50K
20	Private	266,525	Some-college	10	Never-married	Prof-specialty	Other-relative	Black	Female	594	20	United-States	Young	59,400,000	<=50K
26	Private	144,483	Assoc-voc	11	Divorced	Sales	Own-child	White	Female	594	35	United-States	Young	59,400,000	<=50K
43	Local-gov	337,469	Some-college	10	Divorced	Adm-clerical	Not-in-family	White	Female	594	20	Mexico	Middle-aged	59,400,000	<=50K
49	Local-gov	46,537	HS-grad	9	Divorced	Adm-clerical	Not-in-family	White	Female	594	10	United-States	Middle-aged	59,400,000	<=50K
18	?	256,179	Some-college	10	Never-married	?	Own-child	White	Male	594	10	United-States	Young	59,400,000	<=50K
28	Private	183,597	Doctorate	16	Never-married	Prof-specialty	Not-in-family	White	Male	594	50	Germany	Young	59,400,000	<=50K
38	Private	82,552	HS-grad	9	Never-married	Handlers-cleaners	Not-in-family	White	Male	594	50	United-States	Middle-aged	59,400,000	<=50K
19	Private	208,656	Some-college	10	Never-married	Adm-clerical	Own-child	White	Female	594	20	United-States	Young	59,400,000	<=50K
44	Private	67,065	Assoc-voc	11	Never-married	Priv-house-serv	Not-in-family	White	Male	594	25	United-States	Middle-aged	59,400,000	<=50K
18	Private	198,616	12th	8	Never-married	Craft-repair	Own-child	White	Male	594	20	United-States	Young	59,400,000	<=50K
18	Self-emp-not-inc	230,373	11th	7	Never-married	Other-service	Own-child	White	Female	594	4	United-States	Young	59,400,000	<=50K
24	Private	270,872	HS-grad	9	Never-married	Craft-repair	Other-relative	White	Male	594	40	?	Young	59,400,000	<=50K
17	Private	232,713	10th	6	Never-married	Craft-repair	Not-in-family	White	Male	594	30	United-States	Young	59,400,000	<=50K
20	?	66,695	Some-college	10	Never-married	?	Own-child	Other	Female	594	35	United-States	Young	59,400,000	<=50K
19	Private	286,435	Some-college	10	Never-married	Craft-repair	Own-child	White	Male	594	40	United-States	Young	59,400,000	<=50K
20	Private	316,043	11th	7	Never-married	Other-service	Own-child	Black	Male	594	20	United-States	Young	59,400,000	<=50K
19	State-gov	67,217	Some-college	10	Never-married	Other-service	Not-in-family	White	Male	594	24	United-States	Young	59,400,000	<=50K
22	Local-gov	39,236	Some-college	10	Never-married	Prof-specialty	Own-child	White	Female	594	25	United-States	Young	59,400,000	<=50K
18	Private	199,039	12th	8	Never-married	Sales	Own-child	White	Male	594	14	United-States	Young	59,400,000	<=50K
21	Local-gov	309,348	Some-college	10	Never-married	Adm-clerical	Not-in-family	White	Female	594	4	United-States	Young	59,400,000	<=50K
24	Private	128,061	HS-grad	9	Never-married	Other-service	Own-child	White	Female	594	15	United-States	Young	59,400,000	<=50K
17	Private	106,733	11th	7	Never-married	Craft-repair	Own-child	White	Male	594	40	United-States	Young	59,400,000	<=50K
77	Self-emp-not-inc	145,329	HS-grad	9	Never-married	Machine-op-inspct	Not-in-family	White	Male	401	20	United-States	Senior	40,100,000	<=50K
90	?	39,824	HS-grad	9	Widowed	?	Not-in-family	White	Male	401	4	United-States	Senior	40,100,000	<=50K
38	State-gov	354,591	HS-grad	9	Never-married	Other-service	Unmarried	Black	Female	114	38	United-States	Middle-aged	11,400,000	<=50K
20	Private	59,948	9th	5	Never-married	Adm-clerical	Unmarried	Black	Female	114	20	United-States	Young	11,400,000	<=50K
39	Private	151,023	Some-college	10	Divorced	Adm-clerical	Unmarried	White	Female	114	45	United-States	Middle-aged	11,400,000	<=50K
33	Private	175,412	9th	5	Divorced	Craft-repair	Unmarried	White	Male	114	55	United-States	Middle-aged	11,400,000	<=50K
38	Private	254,439	10th	6	Widowed	Transport-moving	Unmarried	Black	Male	114	40	United-States	Middle-aged	11,400,000	<=50K
25	Private	104,193	HS-grad	9	Never-married	Other-service	Own-child	White	Female	114	40	United-States	Young	11,400,000	<=50K
50	Self-emp-not-inc	83,311	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	13	United-States	Middle-aged	0	<=50K
38	Private	215,646	HS-grad	9	Divorced	Handlers-cleaners	Not-in-family	White	Male	0	40	United-States	Middle-aged	0	<=50K
53	Private	234,721	11th	7	Married-civ-spouse	Handlers-cleaners	Husband	Black	Male	0	40	United-States	Middle-aged	0	<=50K
28	Private	338,409	Bachelors	13	Married-civ-spouse	Prof-specialty	Wife	Black	Female	0	40	Cuba	Young	0	<=50K
37	Private	284,582	Masters	14	Married-civ-spouse	Exec-managerial	Wife	White	Female	0	40	United-States	Middle-aged	0	<=50K
49	Private	160,187	9th	5	Married-spouse-absent	Other-service	Not-in-family	Black	Female	0	16	Jamaica	Middle-aged	0	<=50K
52	Self-emp-not-inc	209,642	HS-grad	9	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	45	United-States	Middle-aged	0	>50K
37	Private	280,464	Some-college	10	Married-civ-spouse	Exec-managerial	Husband	Black	Male	0	80	United-States	Middle-aged	0	>50K
30	State-gov	141,297	Bachelors	13	Married-civ-spouse	Prof-specialty	Husband	Asian-Pac-Islander	Male	0	40	India	Middle-aged	0	>50K
23	Private	122,272	Bachelors	13	Never-married	Adm-clerical	Own-child	White	Female	0	30	United-States	Young	0	<=50K
32	Private	205,019	Assoc-acdm	12	Never-married	Sales	Not-in-family	Black	Male	0	50	United-States	Middle-aged	0	<=50K
40	Private	121,772	Assoc-voc	11	Married-civ-spouse	Craft-repair	Husband	Asian-Pac-Islander	Male	0	40	?	Middle-aged	0	>50K
34	Private	245,487	7th-8th	4	Married-civ-spouse	Transport-moving	Husband	Amer-Indian-Eskimo	Male	0	45	Mexico	Middle-aged	0	<=50K
25	Self-emp-not-inc	176,756	HS-grad	9	Never-married	Farming-fishing	Own-child	White	Male	0	35	United-States	Young	0	<=50K
32	Private	186,824	HS-grad	9	Never-married	Machine-op-inspct	Unmarried	White	Male	0	40	United-States	Middle-aged	0	<=50K
38	Private	28,887	11th	7	Married-civ-spouse	Sales	Husband	White	Male	0	50	United-States	Middle-aged	0	<=50K
43	Self-emp-not-inc	292,175	Masters	14	Divorced	Exec-managerial	Unmarried	White	Female	0	45	United-States	Middle-aged	0	>50K
40	Private	193,524	Doctorate	16	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	60	United-States	Middle-aged	0	>50K
54	Private	302,146	HS-grad	9	Separated	Other-service	Unmarried	Black	Female	0	20	United-States	Middle-aged	0	<=50K
35	Federal-gov	76,845	9th	5	Married-civ-spouse	Farming-fishing	Husband	Black	Male	0	40	United-States	Middle-aged	0	<=50K
59	Private	109,015	HS-grad	9	Divorced	Tech-support	Unmarried	White	Female	0	40	United-States	Middle-aged	0	<=50K
56	Local-gov	216,851	Bachelors	13	Married-civ-spouse	Tech-support	Husband	White	Male	0	40	United-States	Middle-aged	0	>50K
19	Private	168,294	HS-grad	9	Never-married	Craft-repair	Own-child	White	Male	0	40	United-States	Young	0	<=50K
54	?	180,211	Some-college	10	Married-civ-spouse	?	Husband	Asian-Pac-Islander	Male	0	60	South	Middle-aged	0	>50K
39	Private	367,260	HS-grad	9	Divorced	Exec-managerial	Not-in-family	White	Male	0	80	United-States	Middle-aged	0	<=50K
49	Private	193,366	HS-grad	9	Married-civ-spouse	Craft-repair	Husband	White	Male	0	40	United-States	Middle-aged	0	<=50K
23	Local-gov	190,709	Assoc-acdm	12	Never-married	Protective-serv	Not-in-family	White	Male	0	52	United-States	Young	0	<=50K
20	Private	266,015	Some-college	10	Never-married	Sales	Own-child	Black	Male	0	44	United-States	Young	0	<=50K
30	Federal-gov	59,951	Some-college	10	Married-civ-spouse	Adm-clerical	Own-child	White	Male	0	40	United-States	Middle-aged	0	<=50K
22	State-gov	311,512	Some-college	10	Married-civ-spouse	Other-service	Husband	Black	Male	0	15	United-States	Young	0	<=50K
48	Private	242,406	11th	7	Never-married	Machine-op-inspct	Unmarried	White	Male	0	40	Puerto-Rico	Middle-aged	0	<=50K
21	Private	197,200	Some-college	10	Never-married	Machine-op-inspct	Own-child	White	Male	0	40	United-States	Young	0	<=50K
19	Private	544,091	HS-grad	9	Married-AF-spouse	Adm-clerical	Wife	White	Female	0	25	United-States	Young	0	<=50K
31	Private	84,154	Some-college	10	Married-civ-spouse	Sales	Husband	White	Male	0	38	?	Middle-aged	0	>50K
48	Self-emp-not-inc	265,477	Assoc-acdm	12	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	40	United-States	Middle-aged	0	<=50K
31	Private	507,875	9th	5	Married-civ-spouse	Machine-op-inspct	Husband	White	Male	0	43	United-States	Middle-aged	0	<=50K
53	Self-emp-not-inc	88,506	Bachelors	13	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	40	United-States	Middle-aged	0	<=50K
24	Private	172,987	Bachelors	13	Married-civ-spouse	Tech-support	Husband	White	Male	0	50	United-States	Young	0	<=50K
49	Private	94,638	HS-grad	9	Separated	Adm-clerical	Unmarried	White	Female	0	40	United-States	Middle-aged	0	<=50K
25	Private	289,980	HS-grad	9	Never-married	Handlers-cleaners	Not-in-family	White	Male	0	35	United-States	Young	0	<=50K
57	Federal-gov	337,895	Bachelors	13	Married-civ-spouse	Prof-specialty	Husband	Black	Male	0	40	United-States	Middle-aged	0	>50K
53	Private	144,361	HS-grad	9	Married-civ-spouse	Machine-op-inspct	Husband	White	Male	0	38	United-States	Middle-aged	0	<=50K
44	Private	128,354	Masters	14	Divorced	Exec-managerial	Unmarried	White	Female	0	40	United-States	Middle-aged	0	<=50K
41	State-gov	101,603	Assoc-voc	11	Married-civ-spouse	Craft-repair	Husband	White	Male	0	40	United-States	Middle-aged	0	<=50K
29	Private	271,466	Assoc-voc	11	Never-married	Prof-specialty	Not-in-family	White	Male	0	43	United-States	Young	0	<=50K
25	Private	32,275	Some-college	10	Married-civ-spouse	Exec-managerial	Wife	Other	Female	0	40	United-States	Young	0	<=50K
18	Private	226,956	HS-grad	9	Never-married	Other-service	Own-child	White	Female	0	30	?	Young	0	<=50K
50	Federal-gov	251,585	Bachelors	13	Divorced	Exec-managerial	Not-in-family	White	Male	0	55	United-States	Middle-aged	0	>50K
47	Self-emp-inc	109,832	HS-grad	9	Divorced	Exec-managerial	Not-in-family	White	Male	0	60	United-States	Middle-aged	0	<=50K
43	Private	237,993	Some-college	10	Married-civ-spouse	Tech-support	Husband	White	Male	0	40	United-States	Middle-aged	0	>50K
46	Private	216,666	5th-6th	3	Married-civ-spouse	Machine-op-inspct	Husband	White	Male	0	40	Mexico	Middle-aged	0	<=50K
35	Private	56,352	Assoc-voc	11	Married-civ-spouse	Other-service	Husband	White	Male	0	40	Puerto-Rico	Middle-aged	0	<=50K
41	Private	147,372	HS-grad	9	Married-civ-spouse	Adm-clerical	Husband	White	Male	0	48	United-States	Middle-aged	0	<=50K
32	?	293,936	7th-8th	4	Married-spouse-absent	?	Not-in-family	White	Male	0	40	?	Middle-aged	0	<=50K
48	Private	149,640	HS-grad	9	Married-civ-spouse	Transport-moving	Husband	White	Male	0	40	United-States	Middle-aged	0	<=50K
42	Private	116,632	Doctorate	16	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	45	United-States	Middle-aged	0	>50K
29	Private	105,598	Some-college	10	Divorced	Tech-support	Not-in-family	White	Male	0	58	United-States	Young	0	<=50K
36	Private	155,537	HS-grad	9	Married-civ-spouse	Craft-repair	Husband	White	Male	0	40	United-States	Middle-aged	0	<=50K
28	Private	183,175	Some-college	10	Divorced	Adm-clerical	Not-in-family	White	Female	0	40	United-States	Young	0	<=50K
53	Private	169,846	HS-grad	9	Married-civ-spouse	Adm-clerical	Wife	White	Female	0	40	United-States	Middle-aged	0	>50K
49	Self-emp-inc	191,681	Some-college	10	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	50	United-States	Middle-aged	0	>50K
25	?	200,681	Some-college	10	Never-married	?	Own-child	White	Male	0	40	United-States	Young	0	<=50K
19	Private	101,509	Some-college	10	Never-married	Prof-specialty	Own-child	White	Male	0	32	United-States	Young	0	<=50K
31	Private	309,974	Bachelors	13	Separated	Sales	Own-child	Black	Female	0	40	United-States	Middle-aged	0	<=50K
29	Self-emp-not-inc	162,298	Bachelors	13	Married-civ-spouse	Sales	Husband	White	Male	0	70	United-States	Young	0	>50K
23	Private	211,678	Some-college	10	Never-married	Machine-op-inspct	Not-in-family	White	Male	0	40	United-States	Young	0	<=50K
79	Private	124,744	Some-college	10	Married-civ-spouse	Prof-specialty	Other-relative	White	Male	0	20	United-States	Senior	0	<=50K
27	Private	213,921	HS-grad	9	Never-married	Other-service	Own-child	White	Male	0	40	Mexico	Young	0	<=50K
40	Private	32,214	Assoc-acdm	12	Married-civ-spouse	Adm-clerical	Husband	White	Male	0	40	United-States	Middle-aged	0	<=50K

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