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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
53	Private	283,602	Bachelors	13	Divorced	Sales	Not-in-family	White	Female	13,550	43	United-States	Middle-aged	1,355,000,000	>50K
35	Private	188,069	Masters	14	Never-married	Prof-specialty	Not-in-family	White	Male	13,550	55	?	Middle-aged	1,355,000,000	>50K
24	Self-emp-inc	493,034	HS-grad	9	Never-married	Other-service	Not-in-family	Black	Male	13,550	50	United-States	Young	1,355,000,000	>50K
41	Private	116,493	HS-grad	9	Divorced	Craft-repair	Not-in-family	White	Male	13,550	44	United-States	Middle-aged	1,355,000,000	>50K
26	Private	164,488	Bachelors	13	Never-married	Prof-specialty	Not-in-family	White	Male	13,550	50	United-States	Young	1,355,000,000	>50K
22	Private	100,345	Bachelors	13	Never-married	Craft-repair	Not-in-family	White	Male	13,550	55	United-States	Young	1,355,000,000	>50K
32	Private	252,752	Masters	14	Never-married	Exec-managerial	Not-in-family	White	Female	13,550	60	United-States	Middle-aged	1,355,000,000	>50K
36	Private	201,769	11th	7	Never-married	Protective-serv	Not-in-family	Black	Male	13,550	40	United-States	Middle-aged	1,355,000,000	>50K
31	Private	158,162	Bachelors	13	Never-married	Exec-managerial	Not-in-family	White	Female	13,550	50	United-States	Middle-aged	1,355,000,000	>50K
36	Private	175,360	Masters	14	Never-married	Adm-clerical	Not-in-family	White	Male	13,550	50	United-States	Middle-aged	1,355,000,000	>50K
32	Private	95,885	11th	7	Never-married	Craft-repair	Not-in-family	Amer-Indian-Eskimo	Male	13,550	60	United-States	Middle-aged	1,355,000,000	>50K
32	Private	133,861	Bachelors	13	Never-married	Exec-managerial	Not-in-family	White	Male	13,550	48	United-States	Middle-aged	1,355,000,000	>50K
43	Federal-gov	105,936	Assoc-voc	11	Never-married	Prof-specialty	Not-in-family	White	Female	13,550	40	United-States	Middle-aged	1,355,000,000	>50K
36	Federal-gov	192,443	Some-college	10	Never-married	Exec-managerial	Not-in-family	Black	Male	13,550	40	United-States	Middle-aged	1,355,000,000	>50K
30	Private	347,166	Bachelors	13	Never-married	Prof-specialty	Not-in-family	White	Male	13,550	45	United-States	Middle-aged	1,355,000,000	>50K
45	Private	229,967	HS-grad	9	Divorced	Exec-managerial	Not-in-family	White	Male	13,550	50	United-States	Middle-aged	1,355,000,000	>50K
39	Private	191,227	Bachelors	13	Divorced	Exec-managerial	Not-in-family	White	Female	13,550	50	United-States	Middle-aged	1,355,000,000	>50K
27	Private	186,454	Bachelors	13	Never-married	Prof-specialty	Not-in-family	Asian-Pac-Islander	Male	13,550	40	United-States	Young	1,355,000,000	>50K
25	Self-emp-not-inc	368,115	Bachelors	13	Never-married	Exec-managerial	Not-in-family	White	Male	13,550	35	United-States	Young	1,355,000,000	>50K
39	Private	209,867	Some-college	10	Never-married	Adm-clerical	Not-in-family	White	Female	13,550	45	United-States	Middle-aged	1,355,000,000	>50K
29	Private	124,680	Bachelors	13	Never-married	Sales	Not-in-family	White	Female	13,550	35	United-States	Young	1,355,000,000	>50K
32	Private	159,442	Prof-school	15	Never-married	Sales	Not-in-family	White	Female	13,550	50	United-States	Middle-aged	1,355,000,000	>50K
55	?	141,807	HS-grad	9	Never-married	?	Not-in-family	White	Male	13,550	40	United-States	Middle-aged	1,355,000,000	>50K
35	Private	589,809	Some-college	10	Never-married	Exec-managerial	Not-in-family	White	Male	13,550	60	United-States	Middle-aged	1,355,000,000	>50K
27	Private	388,998	Bachelors	13	Never-married	Sales	Not-in-family	White	Male	13,550	46	United-States	Young	1,355,000,000	>50K
44	Federal-gov	281,739	Some-college	10	Never-married	Adm-clerical	Not-in-family	White	Male	13,550	50	United-States	Middle-aged	1,355,000,000	>50K
65	Private	242,580	Some-college	10	Divorced	Prof-specialty	Not-in-family	White	Male	11,678	50	United-States	Senior	1,167,800,000	>50K
71	Private	182,395	Bachelors	13	Never-married	Craft-repair	Not-in-family	White	Male	11,678	45	United-States	Senior	1,167,800,000	>50K
71	Self-emp-not-inc	143,437	Masters	14	Married-civ-spouse	Sales	Husband	White	Male	10,605	40	United-States	Senior	1,060,500,000	>50K
65	Private	350,498	Bachelors	13	Married-civ-spouse	Adm-clerical	Husband	White	Male	10,605	20	United-States	Senior	1,060,500,000	>50K
63	Self-emp-not-inc	298,249	Bachelors	13	Married-civ-spouse	Sales	Husband	White	Male	10,605	40	United-States	Senior	1,060,500,000	>50K
80	?	29,020	Prof-school	15	Married-civ-spouse	?	Husband	White	Male	10,605	10	United-States	Senior	1,060,500,000	>50K
67	Private	279,980	Some-college	10	Married-civ-spouse	Transport-moving	Husband	White	Male	10,605	10	United-States	Senior	1,060,500,000	>50K
66	Self-emp-inc	197,816	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	10,605	40	United-States	Senior	1,060,500,000	>50K
65	?	249,043	Bachelors	13	Married-civ-spouse	?	Husband	White	Male	10,605	40	United-States	Senior	1,060,500,000	>50K
69	?	254,834	Bachelors	13	Married-civ-spouse	?	Husband	White	Male	10,605	10	United-States	Senior	1,060,500,000	>50K
65	Self-emp-not-inc	139,960	HS-grad	9	Married-civ-spouse	Farming-fishing	Husband	White	Male	10,605	60	United-States	Senior	1,060,500,000	>50K
59	State-gov	349,910	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	10,605	50	United-States	Middle-aged	1,060,500,000	>50K
68	Self-emp-inc	182,131	Some-college	10	Married-civ-spouse	Exec-managerial	Husband	White	Male	10,605	20	United-States	Senior	1,060,500,000	>50K
67	Self-emp-not-inc	217,892	Doctorate	16	Married-civ-spouse	Prof-specialty	Husband	White	Male	10,605	35	United-States	Senior	1,060,500,000	>50K
62	Self-emp-not-inc	82,388	HS-grad	9	Married-civ-spouse	Craft-repair	Husband	White	Male	10,566	40	United-States	Senior	1,056,600,000	<=50K
90	Self-emp-not-inc	155,981	Bachelors	13	Married-civ-spouse	Prof-specialty	Husband	White	Male	10,566	50	United-States	Senior	1,056,600,000	<=50K
63	Private	108,097	Some-college	10	Married-civ-spouse	Craft-repair	Husband	White	Male	10,566	45	United-States	Senior	1,056,600,000	<=50K
64	Private	292,639	Some-college	10	Married-civ-spouse	Exec-managerial	Wife	White	Female	10,566	35	United-States	Senior	1,056,600,000	<=50K
70	Self-emp-inc	379,819	Some-college	10	Married-civ-spouse	Sales	Husband	White	Male	10,566	40	United-States	Senior	1,056,600,000	<=50K
67	Private	257,557	7th-8th	4	Married-civ-spouse	Transport-moving	Husband	Black	Male	10,566	40	United-States	Senior	1,056,600,000	<=50K
39	Private	128,715	HS-grad	9	Divorced	Adm-clerical	Not-in-family	White	Male	10,520	40	United-States	Middle-aged	1,052,000,000	>50K
40	Private	163,215	Bachelors	13	Divorced	Exec-managerial	Not-in-family	White	Female	10,520	40	United-States	Middle-aged	1,052,000,000	>50K
45	Private	67,716	HS-grad	9	Never-married	Craft-repair	Own-child	White	Male	10,520	48	United-States	Middle-aged	1,052,000,000	>50K
51	Private	159,910	Bachelors	13	Divorced	Exec-managerial	Not-in-family	Black	Male	10,520	40	United-States	Middle-aged	1,052,000,000	>50K
45	Private	154,430	Bachelors	13	Widowed	Prof-specialty	Not-in-family	White	Female	10,520	50	United-States	Middle-aged	1,052,000,000	>50K
54	Self-emp-not-inc	278,230	Some-college	10	Divorced	Farming-fishing	Unmarried	White	Female	10,520	30	United-States	Middle-aged	1,052,000,000	>50K
36	Self-emp-not-inc	164,526	Masters	14	Never-married	Sales	Not-in-family	White	Male	10,520	45	United-States	Middle-aged	1,052,000,000	>50K
48	Federal-gov	205,707	Masters	14	Married-spouse-absent	Exec-managerial	Not-in-family	White	Female	10,520	50	United-States	Middle-aged	1,052,000,000	>50K
33	State-gov	208,785	Some-college	10	Separated	Prof-specialty	Not-in-family	White	Male	10,520	40	United-States	Middle-aged	1,052,000,000	>50K
37	Private	361,888	Bachelors	13	Never-married	Prof-specialty	Not-in-family	White	Male	10,520	40	United-States	Middle-aged	1,052,000,000	>50K
45	Private	89,028	HS-grad	9	Divorced	Craft-repair	Not-in-family	Asian-Pac-Islander	Male	10,520	40	United-States	Middle-aged	1,052,000,000	>50K
44	Local-gov	177,240	Prof-school	15	Never-married	Prof-specialty	Not-in-family	White	Male	10,520	40	United-States	Middle-aged	1,052,000,000	>50K
38	Private	179,117	Assoc-acdm	12	Never-married	Machine-op-inspct	Not-in-family	Black	Female	10,520	50	United-States	Middle-aged	1,052,000,000	>50K
38	Private	255,941	Masters	14	Never-married	Exec-managerial	Not-in-family	White	Female	10,520	50	United-States	Middle-aged	1,052,000,000	>50K
47	Self-emp-not-inc	112,200	Bachelors	13	Never-married	Exec-managerial	Not-in-family	Black	Male	10,520	45	United-States	Middle-aged	1,052,000,000	>50K
29	Private	87,905	HS-grad	9	Divorced	Other-service	Not-in-family	White	Male	10,520	40	United-States	Young	1,052,000,000	>50K
43	Local-gov	209,544	Masters	14	Never-married	Exec-managerial	Not-in-family	White	Female	10,520	50	United-States	Middle-aged	1,052,000,000	>50K
44	Private	203,761	Bachelors	13	Never-married	Prof-specialty	Own-child	White	Male	10,520	40	United-States	Middle-aged	1,052,000,000	>50K
62	Private	103,344	Bachelors	13	Widowed	Exec-managerial	Not-in-family	White	Male	10,520	50	United-States	Senior	1,052,000,000	>50K
28	Private	119,793	Assoc-voc	11	Divorced	Exec-managerial	Not-in-family	White	Male	10,520	50	United-States	Young	1,052,000,000	>50K
42	Private	54,202	Bachelors	13	Never-married	Sales	Not-in-family	White	Male	10,520	50	United-States	Middle-aged	1,052,000,000	>50K
50	Private	145,333	Doctorate	16	Divorced	Prof-specialty	Other-relative	White	Male	10,520	50	United-States	Middle-aged	1,052,000,000	>50K
53	Local-gov	216,691	Doctorate	16	Divorced	Prof-specialty	Not-in-family	White	Female	10,520	40	United-States	Middle-aged	1,052,000,000	>50K
32	Private	317,378	Bachelors	13	Never-married	Exec-managerial	Own-child	White	Female	10,520	40	United-States	Middle-aged	1,052,000,000	>50K
28	Private	378,460	Bachelors	13	Never-married	Adm-clerical	Not-in-family	White	Male	10,520	60	United-States	Young	1,052,000,000	>50K
26	Private	102,476	Bachelors	13	Never-married	Prof-specialty	Own-child	White	Male	10,520	64	United-States	Young	1,052,000,000	>50K
27	Private	128,730	Assoc-voc	11	Never-married	Exec-managerial	Not-in-family	White	Male	10,520	65	Greece	Young	1,052,000,000	>50K
23	State-gov	287,988	Bachelors	13	Never-married	Prof-specialty	Not-in-family	White	Male	10,520	40	United-States	Young	1,052,000,000	>50K
51	Self-emp-inc	210,736	HS-grad	9	Never-married	Exec-managerial	Not-in-family	White	Male	10,520	40	United-States	Middle-aged	1,052,000,000	>50K
36	Private	225,516	Assoc-acdm	12	Never-married	Sales	Not-in-family	Black	Male	10,520	43	United-States	Middle-aged	1,052,000,000	>50K
30	Private	207,937	Prof-school	15	Divorced	Prof-specialty	Not-in-family	White	Male	10,520	50	United-States	Middle-aged	1,052,000,000	>50K
25	Private	242,700	Some-college	10	Never-married	Transport-moving	Not-in-family	White	Male	10,520	50	United-States	Young	1,052,000,000	>50K
44	Private	236,746	Masters	14	Divorced	Exec-managerial	Not-in-family	White	Male	10,520	45	United-States	Middle-aged	1,052,000,000	>50K
27	Private	279,580	Bachelors	13	Never-married	Sales	Not-in-family	White	Male	10,520	45	United-States	Young	1,052,000,000	>50K
33	Private	356,823	Bachelors	13	Never-married	Prof-specialty	Not-in-family	White	Female	10,520	45	United-States	Middle-aged	1,052,000,000	>50K
30	Private	426,431	Masters	14	Never-married	Prof-specialty	Not-in-family	White	Male	10,520	40	United-States	Middle-aged	1,052,000,000	>50K
60	Federal-gov	404,023	HS-grad	9	Divorced	Exec-managerial	Not-in-family	White	Male	10,520	40	United-States	Senior	1,052,000,000	>50K
57	Private	186,386	Bachelors	13	Widowed	Prof-specialty	Unmarried	White	Male	10,520	40	United-States	Middle-aged	1,052,000,000	>50K
28	Private	167,336	Some-college	10	Never-married	Exec-managerial	Not-in-family	White	Female	10,520	40	United-States	Young	1,052,000,000	>50K
62	Local-gov	113,443	Masters	14	Divorced	Prof-specialty	Not-in-family	White	Female	10,520	33	United-States	Senior	1,052,000,000	>50K
47	Self-emp-not-inc	33,300	Assoc-acdm	12	Never-married	Farming-fishing	Other-relative	White	Male	10,520	45	United-States	Middle-aged	1,052,000,000	>50K
57	Private	132,704	Masters	14	Separated	Prof-specialty	Not-in-family	White	Male	10,520	32	United-States	Middle-aged	1,052,000,000	>50K
35	Private	207,066	Bachelors	13	Never-married	Sales	Not-in-family	White	Male	10,520	45	United-States	Middle-aged	1,052,000,000	>50K
48	Local-gov	238,959	Masters	14	Divorced	Exec-managerial	Unmarried	Black	Female	9,562	40	United-States	Middle-aged	956,200,000	>50K
43	Local-gov	143,828	Masters	14	Divorced	Prof-specialty	Unmarried	Black	Female	9,562	40	United-States	Middle-aged	956,200,000	>50K
27	Self-emp-not-inc	420,054	HS-grad	9	Never-married	Craft-repair	Unmarried	White	Male	9,562	50	United-States	Young	956,200,000	>50K
42	Private	126,701	Bachelors	13	Divorced	Adm-clerical	Unmarried	White	Male	9,562	45	United-States	Middle-aged	956,200,000	>50K
65	Self-emp-not-inc	118,474	11th	7	Married-civ-spouse	Exec-managerial	Husband	White	Male	9,386	59	?	Senior	938,600,000	>50K
67	?	182,378	Bachelors	13	Married-civ-spouse	?	Husband	White	Male	9,386	60	United-States	Senior	938,600,000	>50K
65	Private	193,216	HS-grad	9	Married-civ-spouse	Sales	Husband	White	Male	9,386	40	United-States	Senior	938,600,000	>50K
90	Private	46,786	Bachelors	13	Married-civ-spouse	Sales	Husband	White	Male	9,386	15	United-States	Senior	938,600,000	>50K
77	?	28,678	Masters	14	Married-civ-spouse	?	Husband	White	Male	9,386	6	United-States	Senior	938,600,000	>50K
72	?	33,608	Some-college	10	Married-civ-spouse	?	Husband	White	Male	9,386	30	United-States	Senior	938,600,000	>50K
90	Private	175,491	HS-grad	9	Married-civ-spouse	Craft-repair	Husband	White	Male	9,386	50	Ecuador	Senior	938,600,000	>50K

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