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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	capital.loss int64 0 4.36k	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
38	Federal-gov	37,683	Prof-school	15	Never-married	Prof-specialty	Not-in-family	Asian-Pac-Islander	Female	99,999	0	57	Canada	Middle-aged	9,999,900,000	>50K
61	?	139,391	Some-college	10	Married-civ-spouse	?	Husband	White	Male	99,999	0	30	United-States	Senior	9,999,900,000	>50K
57	Self-emp-not-inc	95,280	Some-college	10	Married-civ-spouse	Sales	Husband	White	Male	99,999	0	45	United-States	Middle-aged	9,999,900,000	>50K
42	Self-emp-not-inc	201,908	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	99,999	0	50	United-States	Middle-aged	9,999,900,000	>50K
47	Private	354,148	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	99,999	0	48	United-States	Middle-aged	9,999,900,000	>50K
51	Self-emp-not-inc	111,283	HS-grad	9	Divorced	Exec-managerial	Not-in-family	White	Female	99,999	0	35	United-States	Middle-aged	9,999,900,000	>50K
42	Local-gov	175,642	Bachelors	13	Never-married	Adm-clerical	Not-in-family	White	Female	99,999	0	40	United-States	Middle-aged	9,999,900,000	>50K
47	Self-emp-inc	181,130	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	99,999	0	50	United-States	Middle-aged	9,999,900,000	>50K
74	Private	188,709	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	99,999	0	50	United-States	Senior	9,999,900,000	>50K
39	Private	190,297	Doctorate	16	Married-civ-spouse	Prof-specialty	Husband	White	Male	99,999	0	55	United-States	Middle-aged	9,999,900,000	>50K
43	Private	462,180	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	99,999	0	60	United-States	Middle-aged	9,999,900,000	>50K
47	Private	181,307	Some-college	10	Married-civ-spouse	Sales	Husband	White	Male	99,999	0	60	United-States	Middle-aged	9,999,900,000	>50K
52	Self-emp-not-inc	140,985	Bachelors	13	Married-civ-spouse	Adm-clerical	Wife	White	Female	99,999	0	30	United-States	Middle-aged	9,999,900,000	>50K
69	?	323,016	Bachelors	13	Married-civ-spouse	?	Husband	White	Male	99,999	0	40	United-States	Senior	9,999,900,000	>50K
58	?	266,792	Some-college	10	Married-civ-spouse	?	Husband	White	Male	99,999	0	40	United-States	Middle-aged	9,999,900,000	>50K
48	Private	108,557	Bachelors	13	Married-civ-spouse	Tech-support	Wife	White	Female	99,999	0	40	United-States	Middle-aged	9,999,900,000	>50K
55	Self-emp-inc	392,325	Bachelors	13	Married-civ-spouse	Sales	Husband	White	Male	99,999	0	60	United-States	Middle-aged	9,999,900,000	>50K
50	Private	183,173	HS-grad	9	Married-civ-spouse	Prof-specialty	Husband	White	Male	99,999	0	40	United-States	Middle-aged	9,999,900,000	>50K
49	State-gov	423,222	Masters	14	Married-civ-spouse	Sales	Husband	White	Male	99,999	0	80	United-States	Middle-aged	9,999,900,000	>50K
30	Self-emp-not-inc	115,932	HS-grad	9	Never-married	Craft-repair	Not-in-family	White	Male	99,999	0	50	United-States	Middle-aged	9,999,900,000	>50K
52	Private	163,998	HS-grad	9	Married-civ-spouse	Sales	Husband	White	Male	99,999	0	45	United-States	Middle-aged	9,999,900,000	>50K
46	Private	28,419	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	99,999	0	50	United-States	Middle-aged	9,999,900,000	>50K
58	Private	136,841	Bachelors	13	Married-civ-spouse	Prof-specialty	Wife	White	Female	99,999	0	35	United-States	Middle-aged	9,999,900,000	>50K
59	Self-emp-not-inc	165,315	Bachelors	13	Married-civ-spouse	Prof-specialty	Husband	White	Male	99,999	0	43	United-States	Middle-aged	9,999,900,000	>50K
50	Self-emp-not-inc	401,118	HS-grad	9	Married-civ-spouse	Craft-repair	Husband	White	Male	99,999	0	50	United-States	Middle-aged	9,999,900,000	>50K
40	Private	79,586	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	Asian-Pac-Islander	Male	99,999	0	40	?	Middle-aged	9,999,900,000	>50K
43	Private	58,447	Doctorate	16	Married-civ-spouse	Prof-specialty	Husband	White	Male	99,999	0	55	United-States	Middle-aged	9,999,900,000	>50K
47	Private	246,739	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	99,999	0	55	United-States	Middle-aged	9,999,900,000	>50K
65	Private	105,491	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	99,999	0	40	United-States	Senior	9,999,900,000	>50K
33	Private	134,886	Some-college	10	Never-married	Adm-clerical	Own-child	White	Female	99,999	0	30	United-States	Middle-aged	9,999,900,000	>50K
53	Private	124,076	Doctorate	16	Married-civ-spouse	Prof-specialty	Wife	White	Female	99,999	0	37	United-States	Middle-aged	9,999,900,000	>50K
42	Self-emp-not-inc	269,733	Masters	14	Married-civ-spouse	Sales	Husband	White	Male	99,999	0	80	United-States	Middle-aged	9,999,900,000	>50K
69	Self-emp-not-inc	240,562	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	99,999	0	40	United-States	Senior	9,999,900,000	>50K
44	Self-emp-inc	120,277	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	99,999	0	45	United-States	Middle-aged	9,999,900,000	>50K
44	Self-emp-not-inc	282,722	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	99,999	0	50	United-States	Middle-aged	9,999,900,000	>50K
38	Self-emp-inc	478,829	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	99,999	0	50	United-States	Middle-aged	9,999,900,000	>50K
39	Private	237,943	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	99,999	0	70	United-States	Middle-aged	9,999,900,000	>50K
32	Private	553,405	Bachelors	13	Married-civ-spouse	Sales	Husband	White	Male	99,999	0	50	United-States	Middle-aged	9,999,900,000	>50K
41	Private	115,932	Some-college	10	Married-civ-spouse	Exec-managerial	Husband	White	Male	99,999	0	50	United-States	Middle-aged	9,999,900,000	>50K
31	Private	100,252	Bachelors	13	Divorced	Other-service	Not-in-family	Asian-Pac-Islander	Male	99,999	0	70	United-States	Middle-aged	9,999,900,000	>50K
50	Self-emp-not-inc	132,716	Prof-school	15	Married-civ-spouse	Exec-managerial	Husband	White	Male	99,999	0	50	United-States	Middle-aged	9,999,900,000	>50K
49	Private	187,454	HS-grad	9	Married-civ-spouse	Sales	Husband	White	Male	99,999	0	65	United-States	Middle-aged	9,999,900,000	>50K
29	Self-emp-not-inc	69,132	Prof-school	15	Divorced	Prof-specialty	Not-in-family	White	Male	99,999	0	60	United-States	Young	9,999,900,000	>50K
48	Private	107,231	Prof-school	15	Married-civ-spouse	Exec-managerial	Husband	White	Male	99,999	0	50	United-States	Middle-aged	9,999,900,000	>50K
40	Local-gov	150,755	Bachelors	13	Married-civ-spouse	Prof-specialty	Husband	White	Male	99,999	0	75	United-States	Middle-aged	9,999,900,000	>50K
45	Private	148,995	Doctorate	16	Never-married	Prof-specialty	Not-in-family	White	Male	99,999	0	30	United-States	Middle-aged	9,999,900,000	>50K
60	Private	166,330	HS-grad	9	Married-civ-spouse	Other-service	Wife	White	Female	99,999	0	40	United-States	Senior	9,999,900,000	>50K
49	Self-emp-inc	229,737	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	99,999	0	37	United-States	Middle-aged	9,999,900,000	>50K
56	Self-emp-inc	98,418	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	99,999	0	40	United-States	Middle-aged	9,999,900,000	>50K
45	Self-emp-inc	108,100	Bachelors	13	Married-civ-spouse	Exec-managerial	Wife	Asian-Pac-Islander	Female	99,999	0	25	?	Middle-aged	9,999,900,000	>50K
71	Self-emp-inc	38,822	Masters	14	Married-civ-spouse	Exec-managerial	Husband	White	Male	99,999	0	40	United-States	Senior	9,999,900,000	>50K
57	Self-emp-inc	376,230	Masters	14	Married-civ-spouse	Sales	Husband	White	Male	99,999	0	40	United-States	Middle-aged	9,999,900,000	>50K
64	Self-emp-inc	185,912	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	99,999	0	35	United-States	Senior	9,999,900,000	>50K
41	Private	124,956	Bachelors	13	Separated	Prof-specialty	Not-in-family	Black	Female	99,999	0	60	United-States	Middle-aged	9,999,900,000	>50K
49	Self-emp-not-inc	43,348	Doctorate	16	Never-married	Prof-specialty	Not-in-family	White	Male	99,999	0	70	United-States	Middle-aged	9,999,900,000	>50K
55	Private	408,537	9th	5	Divorced	Craft-repair	Unmarried	White	Female	99,999	0	37	United-States	Middle-aged	9,999,900,000	>50K
48	Self-emp-not-inc	107,231	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	99,999	0	50	United-States	Middle-aged	9,999,900,000	>50K
40	Self-emp-not-inc	204,235	Masters	14	Married-civ-spouse	Exec-managerial	Husband	White	Male	99,999	0	50	United-States	Middle-aged	9,999,900,000	>50K
55	Private	115,439	Prof-school	15	Married-civ-spouse	Exec-managerial	Husband	White	Male	99,999	0	40	United-States	Middle-aged	9,999,900,000	>50K
44	Self-emp-inc	118,212	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	99,999	0	70	United-States	Middle-aged	9,999,900,000	>50K
38	Private	227,945	Masters	14	Married-civ-spouse	Prof-specialty	Husband	White	Male	99,999	0	65	United-States	Middle-aged	9,999,900,000	>50K
34	Private	49,469	Bachelors	13	Never-married	Sales	Not-in-family	White	Male	99,999	0	50	United-States	Middle-aged	9,999,900,000	>50K
37	Self-emp-not-inc	353,298	HS-grad	9	Married-civ-spouse	Sales	Husband	White	Male	99,999	0	50	United-States	Middle-aged	9,999,900,000	>50K
51	Self-emp-not-inc	120,781	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	Other	Male	99,999	0	70	India	Middle-aged	9,999,900,000	>50K
65	Self-emp-inc	210,381	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	99,999	0	65	United-States	Senior	9,999,900,000	>50K
38	Self-emp-not-inc	194,534	Masters	14	Married-civ-spouse	Prof-specialty	Husband	Black	Male	99,999	0	60	United-States	Middle-aged	9,999,900,000	>50K
65	Self-emp-inc	184,965	Doctorate	16	Married-civ-spouse	Exec-managerial	Husband	White	Male	99,999	0	40	United-States	Senior	9,999,900,000	>50K
37	Private	171,150	Bachelors	13	Married-civ-spouse	Sales	Husband	White	Male	99,999	0	60	United-States	Middle-aged	9,999,900,000	>50K
38	Private	100,375	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	99,999	0	60	United-States	Middle-aged	9,999,900,000	>50K
50	Self-emp-inc	190,333	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	99,999	0	55	United-States	Middle-aged	9,999,900,000	>50K
55	Private	134,120	10th	6	Married-civ-spouse	Craft-repair	Husband	White	Male	99,999	0	40	United-States	Middle-aged	9,999,900,000	>50K
38	Private	185,848	Masters	14	Married-civ-spouse	Exec-managerial	Husband	White	Male	99,999	0	70	United-States	Middle-aged	9,999,900,000	>50K
22	Self-emp-not-inc	214,014	Some-college	10	Never-married	Sales	Own-child	Black	Male	99,999	0	55	United-States	Young	9,999,900,000	>50K
47	Private	155,664	Masters	14	Married-civ-spouse	Exec-managerial	Husband	White	Male	99,999	0	55	United-States	Middle-aged	9,999,900,000	>50K
43	Self-emp-inc	62,026	Prof-school	15	Married-civ-spouse	Exec-managerial	Husband	White	Male	99,999	0	40	United-States	Middle-aged	9,999,900,000	>50K
66	Private	115,498	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	99,999	0	55	?	Senior	9,999,900,000	>50K
47	Private	294,913	Prof-school	15	Married-civ-spouse	Exec-managerial	Husband	White	Male	99,999	0	40	United-States	Middle-aged	9,999,900,000	>50K
57	Local-gov	110,417	HS-grad	9	Married-civ-spouse	Craft-repair	Husband	White	Male	99,999	0	40	United-States	Middle-aged	9,999,900,000	>50K
27	Private	211,032	Preschool	1	Married-civ-spouse	Farming-fishing	Other-relative	White	Male	41,310	0	24	Mexico	Young	4,131,000,000	<=50K
63	Self-emp-not-inc	289,741	Masters	14	Married-civ-spouse	Farming-fishing	Husband	White	Male	41,310	0	50	United-States	Senior	4,131,000,000	<=50K
17	?	304,873	10th	6	Never-married	?	Own-child	White	Female	34,095	0	32	United-States	Young	3,409,500,000	<=50K
18	Private	301,948	HS-grad	9	Never-married	Protective-serv	Own-child	White	Male	34,095	0	3	United-States	Young	3,409,500,000	<=50K
19	Private	188,815	HS-grad	9	Never-married	Other-service	Own-child	White	Female	34,095	0	20	United-States	Young	3,409,500,000	<=50K
55	Self-emp-not-inc	145,574	HS-grad	9	Divorced	Exec-managerial	Not-in-family	White	Male	34,095	0	60	United-States	Middle-aged	3,409,500,000	<=50K
20	?	273,701	Some-college	10	Never-married	?	Other-relative	Black	Male	34,095	0	10	United-States	Young	3,409,500,000	<=50K
46	Private	133,938	Masters	14	Divorced	Exec-managerial	Not-in-family	White	Female	27,828	0	50	United-States	Middle-aged	2,782,800,000	>50K
35	Private	202,027	Bachelors	13	Divorced	Exec-managerial	Not-in-family	White	Male	27,828	0	50	United-States	Middle-aged	2,782,800,000	>50K
47	Self-emp-inc	79,627	Prof-school	15	Divorced	Prof-specialty	Not-in-family	White	Male	27,828	0	50	United-States	Middle-aged	2,782,800,000	>50K
55	Self-emp-not-inc	124,975	HS-grad	9	Divorced	Craft-repair	Unmarried	White	Male	27,828	0	55	United-States	Middle-aged	2,782,800,000	>50K
34	Private	50,276	Bachelors	13	Never-married	Sales	Not-in-family	White	Male	27,828	0	40	United-States	Middle-aged	2,782,800,000	>50K
25	Private	169,905	Assoc-voc	11	Never-married	Sales	Not-in-family	White	Male	27,828	0	40	United-States	Young	2,782,800,000	>50K
56	Self-emp-inc	70,720	Masters	14	Divorced	Exec-managerial	Not-in-family	White	Male	27,828	0	60	United-States	Middle-aged	2,782,800,000	>50K
25	Private	102,476	Bachelors	13	Never-married	Farming-fishing	Own-child	White	Male	27,828	0	50	United-States	Young	2,782,800,000	>50K
41	Private	182,108	Masters	14	Never-married	Prof-specialty	Not-in-family	White	Female	27,828	0	35	United-States	Middle-aged	2,782,800,000	>50K
42	Private	46,221	Doctorate	16	Married-spouse-absent	Other-service	Not-in-family	White	Male	27,828	0	60	?	Middle-aged	2,782,800,000	>50K
37	Self-emp-not-inc	32,239	HS-grad	9	Divorced	Farming-fishing	Not-in-family	White	Male	27,828	0	40	United-States	Middle-aged	2,782,800,000	>50K
47	Private	233,511	Masters	14	Divorced	Sales	Not-in-family	White	Male	27,828	0	60	United-States	Middle-aged	2,782,800,000	>50K
36	Private	184,456	Prof-school	15	Never-married	Exec-managerial	Not-in-family	White	Male	27,828	0	50	United-States	Middle-aged	2,782,800,000	>50K
58	Self-emp-inc	112,945	Prof-school	15	Never-married	Prof-specialty	Not-in-family	White	Male	27,828	0	40	United-States	Middle-aged	2,782,800,000	>50K
45	Private	148,549	Some-college	10	Divorced	Craft-repair	Not-in-family	White	Male	27,828	0	56	United-States	Middle-aged	2,782,800,000	>50K

Subsets and Splits