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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
67	Self-emp-not-inc	252,842	HS-grad	9	Married-civ-spouse	Farming-fishing	Husband	White	Male	1,797	20	United-States	Senior	179,700,000	<=50K
34	Private	104,509	Assoc-voc	11	Never-married	Prof-specialty	Not-in-family	White	Female	1,639	20	United-States	Middle-aged	163,900,000	<=50K
45	Local-gov	339,681	Masters	14	Divorced	Prof-specialty	Unmarried	White	Female	1,506	45	United-States	Middle-aged	150,600,000	<=50K
46	State-gov	106,705	Some-college	10	Divorced	Prof-specialty	Unmarried	White	Female	1,506	50	United-States	Middle-aged	150,600,000	<=50K
36	Private	135,293	Bachelors	13	Divorced	Prof-specialty	Unmarried	White	Female	1,506	45	?	Middle-aged	150,600,000	<=50K
44	Private	239,723	Some-college	10	Married-spouse-absent	Craft-repair	Unmarried	White	Female	1,506	45	United-States	Middle-aged	150,600,000	<=50K
39	Private	99,357	Masters	14	Divorced	Prof-specialty	Own-child	White	Female	1,506	40	United-States	Middle-aged	150,600,000	<=50K
41	Private	283,116	HS-grad	9	Divorced	Craft-repair	Unmarried	White	Female	1,506	50	United-States	Middle-aged	150,600,000	<=50K
40	Self-emp-inc	50,644	Assoc-acdm	12	Divorced	Sales	Unmarried	White	Female	1,506	40	United-States	Middle-aged	150,600,000	<=50K
37	Private	257,042	HS-grad	9	Divorced	Craft-repair	Unmarried	White	Male	1,506	40	United-States	Middle-aged	150,600,000	<=50K
39	Private	58,972	Assoc-acdm	12	Divorced	Exec-managerial	Unmarried	White	Male	1,506	40	United-States	Middle-aged	150,600,000	<=50K
49	Private	48,120	HS-grad	9	Never-married	Transport-moving	Unmarried	Black	Female	1,506	40	United-States	Middle-aged	150,600,000	<=50K
40	State-gov	150,874	Masters	14	Divorced	Exec-managerial	Unmarried	White	Female	1,506	40	United-States	Middle-aged	150,600,000	<=50K
43	State-gov	241,506	Bachelors	13	Divorced	Prof-specialty	Unmarried	White	Female	1,506	36	United-States	Middle-aged	150,600,000	<=50K
49	Private	50,748	Bachelors	13	Widowed	Prof-specialty	Unmarried	White	Female	1,506	35	United-States	Middle-aged	150,600,000	<=50K
42	Private	384,508	11th	7	Divorced	Sales	Unmarried	White	Male	1,506	50	Mexico	Middle-aged	150,600,000	<=50K
41	Federal-gov	160,467	Masters	14	Divorced	Prof-specialty	Unmarried	White	Female	1,506	40	United-States	Middle-aged	150,600,000	<=50K
61	Local-gov	101,265	HS-grad	9	Widowed	Adm-clerical	Unmarried	White	Female	1,471	35	United-States	Senior	147,100,000	<=50K
34	Federal-gov	67,083	Bachelors	13	Never-married	Exec-managerial	Unmarried	Asian-Pac-Islander	Male	1,471	40	Cambodia	Middle-aged	147,100,000	<=50K
32	Private	197,457	HS-grad	9	Divorced	Tech-support	Unmarried	White	Female	1,471	38	United-States	Middle-aged	147,100,000	<=50K
33	Private	288,273	12th	8	Separated	Adm-clerical	Unmarried	White	Female	1,471	40	United-States	Middle-aged	147,100,000	<=50K
48	Federal-gov	497,486	HS-grad	9	Married-spouse-absent	Adm-clerical	Unmarried	White	Female	1,471	40	United-States	Middle-aged	147,100,000	<=50K
53	Private	95,540	Some-college	10	Divorced	Adm-clerical	Unmarried	White	Female	1,471	40	United-States	Middle-aged	147,100,000	<=50K
40	Private	260,425	Assoc-acdm	12	Separated	Tech-support	Unmarried	White	Female	1,471	32	United-States	Middle-aged	147,100,000	<=50K
72	Private	157,593	Bachelors	13	Married-civ-spouse	Sales	Husband	White	Male	1,455	6	United-States	Senior	145,500,000	<=50K
69	Private	88,566	9th	5	Married-civ-spouse	Other-service	Husband	White	Male	1,424	35	United-States	Senior	142,400,000	<=50K
76	Private	93,125	HS-grad	9	Married-civ-spouse	Sales	Husband	White	Male	1,424	24	United-States	Senior	142,400,000	<=50K
69	Local-gov	61,958	HS-grad	9	Married-civ-spouse	Craft-repair	Husband	White	Male	1,424	6	United-States	Senior	142,400,000	<=50K
66	Self-emp-not-inc	167,687	HS-grad	9	Married-civ-spouse	Farming-fishing	Husband	White	Male	1,409	50	United-States	Senior	140,900,000	<=50K
66	Self-emp-inc	150,726	9th	5	Married-civ-spouse	Exec-managerial	Husband	White	Male	1,409	1	?	Senior	140,900,000	<=50K
66	Self-emp-not-inc	293,114	HS-grad	9	Married-civ-spouse	Farming-fishing	Husband	White	Male	1,409	40	United-States	Senior	140,900,000	<=50K
75	?	164,849	9th	5	Married-civ-spouse	?	Husband	Black	Male	1,409	5	United-States	Senior	140,900,000	<=50K
68	?	117,542	HS-grad	9	Married-civ-spouse	?	Husband	White	Male	1,409	15	United-States	Senior	140,900,000	<=50K
79	?	142,171	7th-8th	4	Married-civ-spouse	?	Husband	White	Male	1,409	35	United-States	Senior	140,900,000	<=50K
80	Self-emp-not-inc	225,892	HS-grad	9	Married-civ-spouse	Other-service	Husband	White	Male	1,409	40	United-States	Senior	140,900,000	<=50K
76	?	79,445	10th	6	Married-civ-spouse	?	Husband	White	Male	1,173	40	United-States	Senior	117,300,000	<=50K
73	Private	105,886	Bachelors	13	Married-civ-spouse	Prof-specialty	Husband	White	Male	1,173	75	United-States	Senior	117,300,000	<=50K
57	?	202,903	7th-8th	4	Married-civ-spouse	?	Wife	White	Female	1,173	45	Puerto-Rico	Middle-aged	117,300,000	<=50K
42	Self-emp-inc	184,018	HS-grad	9	Divorced	Sales	Unmarried	White	Male	1,151	50	United-States	Middle-aged	115,100,000	<=50K
35	Private	342,824	HS-grad	9	Never-married	Tech-support	Not-in-family	White	Female	1,151	40	United-States	Middle-aged	115,100,000	<=50K
38	Private	275,338	Bachelors	13	Divorced	Sales	Unmarried	White	Female	1,151	40	United-States	Middle-aged	115,100,000	<=50K
37	Local-gov	80,680	Bachelors	13	Divorced	Prof-specialty	Unmarried	White	Female	1,151	35	United-States	Middle-aged	115,100,000	<=50K
30	Private	149,368	HS-grad	9	Divorced	Sales	Unmarried	White	Male	1,151	30	United-States	Middle-aged	115,100,000	<=50K
24	Local-gov	187,397	Some-college	10	Never-married	Protective-serv	Unmarried	Other	Male	1,151	40	United-States	Young	115,100,000	<=50K
44	Private	155,472	Assoc-acdm	12	Never-married	Prof-specialty	Unmarried	Black	Female	1,151	50	United-States	Middle-aged	115,100,000	<=50K
34	Private	130,369	HS-grad	9	Divorced	Transport-moving	Unmarried	White	Female	1,151	48	Germany	Middle-aged	115,100,000	<=50K
70	?	167,358	9th	5	Widowed	?	Unmarried	White	Female	1,111	15	United-States	Senior	111,100,000	<=50K
66	?	160,995	10th	6	Divorced	?	Not-in-family	White	Female	1,086	20	United-States	Senior	108,600,000	<=50K
78	?	135,839	HS-grad	9	Widowed	?	Not-in-family	White	Female	1,086	20	United-States	Senior	108,600,000	<=50K
67	?	102,693	HS-grad	9	Widowed	?	Not-in-family	White	Male	1,086	35	United-States	Senior	108,600,000	<=50K
65	Self-emp-not-inc	99,359	Prof-school	15	Never-married	Prof-specialty	Not-in-family	White	Male	1,086	60	United-States	Senior	108,600,000	<=50K
17	Private	191,260	9th	5	Never-married	Other-service	Own-child	White	Male	1,055	24	United-States	Young	105,500,000	<=50K
26	Local-gov	208,122	Bachelors	13	Never-married	Prof-specialty	Own-child	White	Male	1,055	40	United-States	Young	105,500,000	<=50K
21	?	149,704	HS-grad	9	Never-married	?	Not-in-family	White	Female	1,055	40	United-States	Young	105,500,000	<=50K
17	?	333,100	10th	6	Never-married	?	Own-child	White	Male	1,055	30	United-States	Young	105,500,000	<=50K
20	?	206,671	Some-college	10	Never-married	?	Own-child	White	Male	1,055	50	United-States	Young	105,500,000	<=50K
17	Private	103,851	11th	7	Never-married	Adm-clerical	Own-child	White	Female	1,055	20	United-States	Young	105,500,000	<=50K
64	Self-emp-not-inc	177,825	HS-grad	9	Never-married	Other-service	Not-in-family	White	Male	1,055	40	United-States	Senior	105,500,000	<=50K
19	?	37,332	HS-grad	9	Never-married	?	Own-child	White	Female	1,055	12	United-States	Young	105,500,000	<=50K
17	Private	130,125	10th	6	Never-married	Other-service	Own-child	Amer-Indian-Eskimo	Female	1,055	20	United-States	Young	105,500,000	<=50K
33	Private	170,651	HS-grad	9	Never-married	Other-service	Own-child	White	Female	1,055	40	United-States	Middle-aged	105,500,000	<=50K
33	Local-gov	161,942	Bachelors	13	Never-married	Adm-clerical	Not-in-family	White	Female	1,055	40	United-States	Middle-aged	105,500,000	<=50K
18	Private	125,441	11th	7	Never-married	Other-service	Own-child	White	Male	1,055	20	United-States	Young	105,500,000	<=50K
19	Private	123,416	12th	8	Separated	Prof-specialty	Own-child	White	Female	1,055	40	United-States	Young	105,500,000	<=50K
18	Private	186,909	HS-grad	9	Never-married	Sales	Other-relative	White	Female	1,055	30	United-States	Young	105,500,000	<=50K
21	Private	223,352	HS-grad	9	Never-married	Other-service	Not-in-family	White	Female	1,055	30	United-States	Young	105,500,000	<=50K
26	Private	183,171	11th	7	Never-married	Other-service	Own-child	Black	Male	1,055	32	United-States	Young	105,500,000	<=50K
43	Private	88,913	Some-college	10	Never-married	Handlers-cleaners	Own-child	Asian-Pac-Islander	Female	1,055	40	United-States	Middle-aged	105,500,000	<=50K
18	Private	173,255	HS-grad	9	Never-married	Transport-moving	Own-child	White	Male	1,055	25	United-States	Young	105,500,000	<=50K
21	Private	253,612	Some-college	10	Never-married	Prof-specialty	Own-child	White	Female	1,055	32	United-States	Young	105,500,000	<=50K
62	Private	147,627	9th	5	Never-married	Priv-house-serv	Not-in-family	Black	Female	1,055	22	United-States	Senior	105,500,000	<=50K
19	Private	243,373	12th	8	Never-married	Sales	Other-relative	White	Male	1,055	40	United-States	Young	105,500,000	<=50K
20	Private	148,409	Some-college	10	Never-married	Sales	Other-relative	White	Male	1,055	20	United-States	Young	105,500,000	<=50K
17	Private	56,536	11th	7	Never-married	Sales	Own-child	White	Female	1,055	18	India	Young	105,500,000	<=50K
22	Private	205,940	Bachelors	13	Never-married	Adm-clerical	Own-child	White	Female	1,055	30	United-States	Young	105,500,000	<=50K
23	Private	142,766	Some-college	10	Never-married	Adm-clerical	Own-child	White	Male	1,055	20	United-States	Young	105,500,000	<=50K
90	?	256,514	Bachelors	13	Widowed	?	Other-relative	White	Female	991	10	United-States	Senior	99,100,000	<=50K
72	?	289,930	Bachelors	13	Separated	?	Not-in-family	White	Female	991	7	United-States	Senior	99,100,000	<=50K
67	Private	335,979	HS-grad	9	Widowed	Sales	Not-in-family	White	Female	991	18	United-States	Senior	99,100,000	<=50K
69	Private	203,313	HS-grad	9	Widowed	Other-service	Not-in-family	White	Female	991	18	United-States	Senior	99,100,000	<=50K
65	Private	180,807	HS-grad	9	Separated	Protective-serv	Not-in-family	White	Male	991	20	United-States	Senior	99,100,000	<=50K
54	Private	175,912	HS-grad	9	Widowed	Machine-op-inspct	Unmarried	White	Male	914	40	United-States	Middle-aged	91,400,000	<=50K
33	Private	131,776	Bachelors	13	Divorced	Prof-specialty	Unmarried	White	Female	914	40	Germany	Middle-aged	91,400,000	<=50K
55	Local-gov	177,163	Masters	14	Widowed	Prof-specialty	Unmarried	White	Female	914	50	United-States	Middle-aged	91,400,000	<=50K
41	Private	116,103	HS-grad	9	Widowed	Exec-managerial	Other-relative	White	Male	914	40	United-States	Middle-aged	91,400,000	<=50K
25	Private	114,345	9th	5	Never-married	Craft-repair	Unmarried	White	Male	914	40	United-States	Young	91,400,000	<=50K
48	Private	210,424	HS-grad	9	Separated	Adm-clerical	Unmarried	White	Female	914	40	United-States	Middle-aged	91,400,000	<=50K
40	Private	88,368	Some-college	10	Divorced	Adm-clerical	Unmarried	White	Female	914	40	United-States	Middle-aged	91,400,000	<=50K
43	Local-gov	188,280	Masters	14	Divorced	Prof-specialty	Unmarried	White	Female	914	40	United-States	Middle-aged	91,400,000	<=50K
34	Local-gov	284,843	HS-grad	9	Never-married	Farming-fishing	Not-in-family	Black	Male	594	60	United-States	Middle-aged	59,400,000	<=50K
52	?	271,749	12th	8	Never-married	?	Other-relative	Black	Male	594	40	United-States	Middle-aged	59,400,000	<=50K
56	Private	156,052	HS-grad	9	Widowed	Other-service	Unmarried	Black	Female	594	20	United-States	Middle-aged	59,400,000	<=50K
18	?	169,882	Some-college	10	Never-married	?	Own-child	White	Female	594	15	United-States	Young	59,400,000	<=50K
18	Private	675,421	9th	5	Never-married	Handlers-cleaners	Own-child	White	Male	594	40	United-States	Young	59,400,000	<=50K
57	Private	296,152	Some-college	10	Divorced	Exec-managerial	Other-relative	White	Female	594	10	United-States	Middle-aged	59,400,000	<=50K
20	Private	196,745	Some-college	10	Never-married	Other-service	Own-child	White	Female	594	16	United-States	Young	59,400,000	<=50K
21	Private	321,666	HS-grad	9	Never-married	Craft-repair	Own-child	White	Male	594	40	United-States	Young	59,400,000	<=50K
18	Private	32,244	11th	7	Never-married	Handlers-cleaners	Own-child	White	Male	594	30	United-States	Young	59,400,000	<=50K
17	Private	191,260	11th	7	Never-married	Other-service	Own-child	White	Male	594	10	United-States	Young	59,400,000	<=50K
19	?	217,769	Some-college	10	Never-married	?	Own-child	White	Female	594	10	United-States	Young	59,400,000	<=50K

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