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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
26	State-gov	203,279	Prof-school	15	Never-married	Prof-specialty	Not-in-family	Asian-Pac-Islander	Male	2,463	50	India	Young	246,300,000	<=50K
48	Private	161,187	HS-grad	9	Never-married	Adm-clerical	Not-in-family	White	Female	2,463	40	United-States	Middle-aged	246,300,000	<=50K
34	Private	394,447	Bachelors	13	Never-married	Prof-specialty	Not-in-family	White	Male	2,463	50	France	Middle-aged	246,300,000	<=50K
36	Private	100,681	Some-college	10	Never-married	Adm-clerical	Not-in-family	White	Male	2,463	40	United-States	Middle-aged	246,300,000	<=50K
34	Private	112,820	HS-grad	9	Separated	Handlers-cleaners	Not-in-family	White	Male	2,463	40	United-States	Middle-aged	246,300,000	<=50K
31	Private	194,293	Some-college	10	Never-married	Adm-clerical	Not-in-family	White	Female	2,463	38	United-States	Middle-aged	246,300,000	<=50K
24	Private	229,393	11th	7	Never-married	Farming-fishing	Unmarried	White	Male	2,463	40	United-States	Young	246,300,000	<=50K
28	Private	54,042	Assoc-voc	11	Never-married	Other-service	Not-in-family	White	Female	2,463	35	United-States	Young	246,300,000	<=50K
26	Private	333,677	Bachelors	13	Never-married	Exec-managerial	Own-child	White	Male	2,463	35	United-States	Young	246,300,000	<=50K
30	Private	139,012	Assoc-voc	11	Never-married	Adm-clerical	Other-relative	Asian-Pac-Islander	Male	2,463	40	Vietnam	Middle-aged	246,300,000	<=50K
61	Private	149,981	HS-grad	9	Married-civ-spouse	Adm-clerical	Wife	White	Female	2,414	5	United-States	Senior	241,400,000	<=50K
67	Self-emp-not-inc	127,543	10th	6	Married-civ-spouse	Farming-fishing	Husband	White	Male	2,414	80	United-States	Senior	241,400,000	<=50K
67	?	188,903	7th-8th	4	Married-civ-spouse	?	Husband	White	Male	2,414	40	United-States	Senior	241,400,000	<=50K
68	Self-emp-not-inc	195,881	HS-grad	9	Married-civ-spouse	Farming-fishing	Husband	White	Male	2,414	40	United-States	Senior	241,400,000	<=50K
65	Without-pay	172,949	HS-grad	9	Married-civ-spouse	Transport-moving	Husband	White	Male	2,414	20	United-States	Senior	241,400,000	<=50K
65	?	404,601	HS-grad	9	Married-civ-spouse	?	Husband	White	Male	2,414	30	United-States	Senior	241,400,000	<=50K
59	Private	328,525	HS-grad	9	Married-civ-spouse	Adm-clerical	Husband	White	Male	2,414	15	United-States	Middle-aged	241,400,000	<=50K
72	Private	156,310	10th	6	Married-civ-spouse	Other-service	Husband	White	Male	2,414	12	United-States	Senior	241,400,000	<=50K
30	Private	59,496	Bachelors	13	Married-civ-spouse	Sales	Husband	White	Male	2,407	40	United-States	Middle-aged	240,700,000	<=50K
50	Self-emp-not-inc	30,653	Masters	14	Married-civ-spouse	Farming-fishing	Husband	White	Male	2,407	98	United-States	Middle-aged	240,700,000	<=50K
35	Private	234,901	Some-college	10	Married-civ-spouse	Craft-repair	Husband	White	Male	2,407	40	United-States	Middle-aged	240,700,000	<=50K
39	Private	328,466	11th	7	Married-civ-spouse	Other-service	Husband	White	Male	2,407	70	Mexico	Middle-aged	240,700,000	<=50K
31	Private	211,334	Some-college	10	Married-civ-spouse	Craft-repair	Husband	White	Male	2,407	65	United-States	Middle-aged	240,700,000	<=50K
26	Private	143,068	Some-college	10	Married-civ-spouse	Exec-managerial	Husband	White	Male	2,407	50	United-States	Young	240,700,000	<=50K
25	Private	297,154	HS-grad	9	Married-civ-spouse	Handlers-cleaners	Husband	White	Male	2,407	40	United-States	Young	240,700,000	<=50K
28	Private	38,309	Assoc-voc	11	Married-civ-spouse	Adm-clerical	Husband	White	Male	2,407	40	United-States	Young	240,700,000	<=50K
42	Private	212,894	Assoc-voc	11	Married-civ-spouse	Adm-clerical	Husband	White	Male	2,407	40	United-States	Middle-aged	240,700,000	<=50K
45	Private	358,886	12th	8	Married-civ-spouse	Adm-clerical	Husband	White	Male	2,407	50	United-States	Middle-aged	240,700,000	<=50K
42	Private	322,385	Assoc-voc	11	Married-civ-spouse	Machine-op-inspct	Husband	White	Male	2,407	40	United-States	Middle-aged	240,700,000	<=50K
53	Private	178,356	Assoc-acdm	12	Married-civ-spouse	Exec-managerial	Husband	White	Male	2,407	99	United-States	Middle-aged	240,700,000	<=50K
24	Private	41,838	Some-college	10	Married-civ-spouse	Craft-repair	Husband	White	Male	2,407	40	United-States	Young	240,700,000	<=50K
32	Private	178,615	HS-grad	9	Married-civ-spouse	Craft-repair	Husband	White	Male	2,407	40	United-States	Middle-aged	240,700,000	<=50K
22	Private	190,968	Some-college	10	Married-civ-spouse	Craft-repair	Husband	White	Male	2,407	40	United-States	Young	240,700,000	<=50K
36	Self-emp-not-inc	224,886	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	2,407	40	United-States	Middle-aged	240,700,000	<=50K
55	Private	202,220	HS-grad	9	Married-civ-spouse	Other-service	Wife	Black	Female	2,407	35	United-States	Middle-aged	240,700,000	<=50K
49	Private	251,180	7th-8th	4	Married-civ-spouse	Transport-moving	Husband	White	Male	2,407	50	United-States	Middle-aged	240,700,000	<=50K
59	?	160,662	HS-grad	9	Married-civ-spouse	?	Husband	White	Male	2,407	60	United-States	Middle-aged	240,700,000	<=50K
69	Private	130,060	HS-grad	9	Separated	Transport-moving	Unmarried	Black	Female	2,387	40	United-States	Senior	238,700,000	<=50K
25	Private	173,212	Assoc-acdm	12	Never-married	Farming-fishing	Not-in-family	White	Male	2,354	45	United-States	Young	235,400,000	<=50K
44	Private	83,508	Prof-school	15	Divorced	Prof-specialty	Not-in-family	White	Female	2,354	99	United-States	Middle-aged	235,400,000	<=50K
24	Private	180,060	Assoc-acdm	12	Never-married	Craft-repair	Not-in-family	White	Male	2,354	40	United-States	Young	235,400,000	<=50K
42	Private	30,824	Masters	14	Divorced	Prof-specialty	Not-in-family	White	Female	2,354	16	United-States	Middle-aged	235,400,000	<=50K
44	Federal-gov	240,628	Assoc-acdm	12	Divorced	Exec-managerial	Not-in-family	White	Female	2,354	40	United-States	Middle-aged	235,400,000	<=50K
38	Private	203,761	Assoc-voc	11	Never-married	Tech-support	Not-in-family	White	Female	2,354	40	United-States	Middle-aged	235,400,000	<=50K
37	Private	196,529	Some-college	10	Widowed	Other-service	Not-in-family	White	Female	2,354	40	?	Middle-aged	235,400,000	<=50K
28	Private	112,403	HS-grad	9	Never-married	Craft-repair	Unmarried	White	Male	2,354	40	United-States	Young	235,400,000	<=50K
35	Private	183,898	HS-grad	9	Divorced	Craft-repair	Unmarried	White	Male	2,354	40	United-States	Middle-aged	235,400,000	<=50K
41	Private	322,980	HS-grad	9	Separated	Adm-clerical	Not-in-family	Black	Male	2,354	40	United-States	Middle-aged	235,400,000	<=50K
26	Private	195,734	HS-grad	9	Never-married	Adm-clerical	Own-child	White	Female	2,354	40	United-States	Young	235,400,000	<=50K
68	Federal-gov	232,151	Some-college	10	Divorced	Adm-clerical	Other-relative	Black	Female	2,346	40	United-States	Senior	234,600,000	<=50K
75	Self-emp-not-inc	242,108	HS-grad	9	Divorced	Sales	Not-in-family	White	Male	2,346	15	United-States	Senior	234,600,000	<=50K
72	Private	97,304	HS-grad	9	Married-spouse-absent	Machine-op-inspct	Unmarried	White	Male	2,346	40	?	Senior	234,600,000	<=50K
69	Private	130,413	Bachelors	13	Widowed	Exec-managerial	Not-in-family	White	Female	2,346	15	United-States	Senior	234,600,000	<=50K
65	Private	105,116	Some-college	10	Widowed	Adm-clerical	Not-in-family	White	Female	2,346	40	United-States	Senior	234,600,000	<=50K
70	Private	237,065	5th-6th	3	Widowed	Other-service	Other-relative	White	Female	2,346	40	?	Senior	234,600,000	<=50K
71	Private	269,708	Bachelors	13	Divorced	Tech-support	Own-child	White	Female	2,329	16	United-States	Senior	232,900,000	<=50K
67	?	183,374	HS-grad	9	Widowed	?	Not-in-family	White	Female	2,329	15	United-States	Senior	232,900,000	<=50K
70	Self-emp-not-inc	280,639	HS-grad	9	Widowed	Other-service	Other-relative	White	Female	2,329	20	United-States	Senior	232,900,000	<=50K
65	?	315,728	HS-grad	9	Widowed	?	Unmarried	White	Female	2,329	75	United-States	Senior	232,900,000	<=50K
72	Private	107,814	Masters	14	Never-married	Prof-specialty	Not-in-family	White	Male	2,329	60	United-States	Senior	232,900,000	<=50K
78	Private	135,566	HS-grad	9	Widowed	Sales	Unmarried	White	Female	2,329	12	United-States	Senior	232,900,000	<=50K
65	Private	192,133	HS-grad	9	Married-civ-spouse	Craft-repair	Husband	White	Male	2,290	40	Greece	Senior	229,000,000	<=50K
63	Self-emp-not-inc	179,400	HS-grad	9	Married-civ-spouse	Craft-repair	Husband	White	Male	2,290	20	United-States	Senior	229,000,000	<=50K
66	Self-emp-not-inc	174,995	Assoc-acdm	12	Married-civ-spouse	Craft-repair	Husband	White	Male	2,290	30	Hungary	Senior	229,000,000	<=50K
65	Self-emp-not-inc	78,875	Some-college	10	Married-civ-spouse	Exec-managerial	Husband	White	Male	2,290	40	United-States	Senior	229,000,000	<=50K
72	Local-gov	259,762	HS-grad	9	Married-civ-spouse	Exec-managerial	Husband	White	Male	2,290	10	United-States	Senior	229,000,000	<=50K
73	Local-gov	232,871	7th-8th	4	Married-civ-spouse	Protective-serv	Husband	White	Male	2,228	10	United-States	Senior	222,800,000	<=50K
60	Private	39,952	9th	5	Married-civ-spouse	Machine-op-inspct	Husband	White	Male	2,228	37	United-States	Senior	222,800,000	<=50K
78	?	27,979	HS-grad	9	Married-civ-spouse	?	Husband	White	Male	2,228	32	United-States	Senior	222,800,000	<=50K
70	?	207,627	HS-grad	9	Married-civ-spouse	?	Husband	White	Male	2,228	24	United-States	Senior	222,800,000	<=50K
55	Self-emp-not-inc	105,582	Masters	14	Married-civ-spouse	Sales	Husband	White	Male	2,228	50	United-States	Middle-aged	222,800,000	<=50K
28	Private	89,718	HS-grad	9	Never-married	Sales	Not-in-family	White	Female	2,202	48	United-States	Young	220,200,000	<=50K
31	Private	19,302	Assoc-acdm	12	Never-married	Adm-clerical	Not-in-family	White	Male	2,202	38	United-States	Middle-aged	220,200,000	<=50K
29	Self-emp-not-inc	189,346	Some-college	10	Divorced	Craft-repair	Not-in-family	White	Male	2,202	50	United-States	Young	220,200,000	<=50K
53	Private	233,780	Assoc-voc	11	Divorced	Adm-clerical	Not-in-family	Black	Female	2,202	40	United-States	Middle-aged	220,200,000	<=50K
58	Self-emp-inc	21,626	Assoc-voc	11	Divorced	Sales	Not-in-family	White	Male	2,202	56	United-States	Middle-aged	220,200,000	<=50K
33	Private	221,966	Bachelors	13	Never-married	Prof-specialty	Not-in-family	White	Male	2,202	50	United-States	Middle-aged	220,200,000	<=50K
44	Self-emp-inc	56,236	Some-college	10	Never-married	Exec-managerial	Not-in-family	Black	Male	2,202	45	United-States	Middle-aged	220,200,000	<=50K
55	Private	195,329	HS-grad	9	Widowed	Other-service	Not-in-family	White	Female	2,202	35	Italy	Middle-aged	220,200,000	<=50K
23	Private	565,313	Some-college	10	Never-married	Other-service	Own-child	Black	Male	2,202	80	United-States	Young	220,200,000	<=50K
29	Private	163,003	Bachelors	13	Never-married	Adm-clerical	Own-child	Asian-Pac-Islander	Female	2,202	40	Taiwan	Young	220,200,000	<=50K
39	Local-gov	163,278	Some-college	10	Never-married	Adm-clerical	Not-in-family	White	Female	2,202	44	United-States	Middle-aged	220,200,000	<=50K
28	Local-gov	50,512	Bachelors	13	Never-married	Prof-specialty	Not-in-family	White	Female	2,202	50	United-States	Young	220,200,000	<=50K
50	Local-gov	157,043	Masters	14	Divorced	Prof-specialty	Not-in-family	Black	Female	2,202	30	?	Middle-aged	220,200,000	<=50K
38	Private	108,140	Bachelors	13	Never-married	Exec-managerial	Not-in-family	White	Male	2,202	45	United-States	Middle-aged	220,200,000	<=50K
24	Private	72,119	Bachelors	13	Never-married	Adm-clerical	Own-child	White	Male	2,202	30	United-States	Young	220,200,000	<=50K
22	Private	205,939	Bachelors	13	Never-married	Exec-managerial	Own-child	White	Male	2,202	4	United-States	Young	220,200,000	<=50K
17	Private	175,024	11th	7	Never-married	Handlers-cleaners	Own-child	White	Male	2,176	18	United-States	Young	217,600,000	<=50K
49	?	261,059	10th	6	Separated	?	Own-child	White	Male	2,176	40	United-States	Middle-aged	217,600,000	<=50K
20	Private	56,322	Some-college	10	Never-married	Other-service	Own-child	White	Male	2,176	25	United-States	Young	217,600,000	<=50K
18	Private	376,647	HS-grad	9	Never-married	Handlers-cleaners	Own-child	White	Male	2,176	25	United-States	Young	217,600,000	<=50K
21	Private	201,603	HS-grad	9	Never-married	Machine-op-inspct	Own-child	White	Male	2,176	40	United-States	Young	217,600,000	<=50K
20	Private	169,600	Some-college	10	Never-married	Prof-specialty	Own-child	White	Female	2,176	12	United-States	Young	217,600,000	<=50K
21	Private	83,033	Some-college	10	Never-married	Adm-clerical	Own-child	White	Female	2,176	20	United-States	Young	217,600,000	<=50K
20	Private	286,391	Some-college	10	Never-married	Adm-clerical	Own-child	White	Female	2,176	20	United-States	Young	217,600,000	<=50K
28	Self-emp-not-inc	315,417	Prof-school	15	Never-married	Prof-specialty	Not-in-family	White	Male	2,176	40	United-States	Young	217,600,000	<=50K
19	Private	42,069	HS-grad	9	Never-married	Transport-moving	Own-child	White	Male	2,176	45	United-States	Young	217,600,000	<=50K
36	Private	177,907	Bachelors	13	Never-married	Other-service	Not-in-family	White	Male	2,176	20	?	Middle-aged	217,600,000	<=50K
63	Private	169,983	11th	7	Widowed	Sales	Not-in-family	White	Female	2,176	30	United-States	Senior	217,600,000	<=50K
33	Private	190,511	7th-8th	4	Divorced	Handlers-cleaners	Not-in-family	White	Male	2,176	35	United-States	Middle-aged	217,600,000	<=50K

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