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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
35	Private	306,678	HS-grad	9	Married-civ-spouse	Machine-op-inspct	Husband	White	Male	2,885	40	United-States	Middle-aged	288,500,000	<=50K
36	Self-emp-not-inc	285,020	HS-grad	9	Married-civ-spouse	Craft-repair	Husband	White	Male	2,885	40	United-States	Middle-aged	288,500,000	<=50K
56	State-gov	54,260	Doctorate	16	Married-civ-spouse	Prof-specialty	Not-in-family	Asian-Pac-Islander	Male	2,885	40	China	Middle-aged	288,500,000	<=50K
55	?	216,941	HS-grad	9	Married-civ-spouse	?	Wife	White	Female	2,885	40	United-States	Middle-aged	288,500,000	<=50K
27	Private	165,365	HS-grad	9	Married-civ-spouse	Machine-op-inspct	Husband	Asian-Pac-Islander	Male	2,885	40	Laos	Young	288,500,000	<=50K
22	Private	31,387	Bachelors	13	Married-civ-spouse	Adm-clerical	Own-child	Amer-Indian-Eskimo	Female	2,885	25	United-States	Young	288,500,000	<=50K
48	Private	118,889	HS-grad	9	Married-civ-spouse	Sales	Husband	White	Male	2,885	15	United-States	Middle-aged	288,500,000	<=50K
27	Private	57,052	HS-grad	9	Married-civ-spouse	Craft-repair	Husband	White	Male	2,885	40	United-States	Young	288,500,000	<=50K
34	?	205,256	HS-grad	9	Married-civ-spouse	?	Husband	White	Male	2,885	80	United-States	Middle-aged	288,500,000	<=50K
47	Private	133,969	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	Asian-Pac-Islander	Male	2,885	65	Japan	Middle-aged	288,500,000	<=50K
26	Private	345,405	HS-grad	9	Married-civ-spouse	Sales	Husband	White	Male	2,885	40	United-States	Young	288,500,000	<=50K
61	Local-gov	35,001	7th-8th	4	Married-civ-spouse	Adm-clerical	Husband	White	Male	2,885	40	United-States	Senior	288,500,000	<=50K
42	Self-emp-inc	23,813	Some-college	10	Married-civ-spouse	Prof-specialty	Husband	Amer-Indian-Eskimo	Male	2,885	30	United-States	Middle-aged	288,500,000	<=50K
25	Private	120,238	Some-college	10	Married-civ-spouse	Sales	Husband	White	Male	2,885	43	United-States	Young	288,500,000	<=50K
28	Private	148,429	HS-grad	9	Married-civ-spouse	Machine-op-inspct	Husband	White	Male	2,885	40	United-States	Young	288,500,000	<=50K
42	Self-emp-not-inc	101,709	Assoc-voc	11	Married-civ-spouse	Craft-repair	Husband	Asian-Pac-Islander	Male	2,885	40	United-States	Middle-aged	288,500,000	<=50K
42	Private	319,016	HS-grad	9	Married-civ-spouse	Transport-moving	Husband	White	Male	2,885	45	United-States	Middle-aged	288,500,000	<=50K
50	Private	108,933	9th	5	Married-civ-spouse	Craft-repair	Husband	White	Male	2,885	40	United-States	Middle-aged	288,500,000	<=50K
24	Private	437,666	HS-grad	9	Married-civ-spouse	Craft-repair	Husband	White	Male	2,885	50	United-States	Young	288,500,000	<=50K
27	Private	358,636	Some-college	10	Married-civ-spouse	Craft-repair	Husband	White	Male	2,829	70	United-States	Young	282,900,000	<=50K
38	Private	234,962	HS-grad	9	Married-civ-spouse	Handlers-cleaners	Husband	White	Male	2,829	30	Mexico	Middle-aged	282,900,000	<=50K
35	Private	356,838	Some-college	10	Married-civ-spouse	Tech-support	Husband	White	Male	2,829	55	Poland	Middle-aged	282,900,000	<=50K
26	Private	182,178	Some-college	10	Married-civ-spouse	Craft-repair	Husband	White	Male	2,829	40	United-States	Young	282,900,000	<=50K
39	Self-emp-not-inc	31,848	Some-college	10	Married-civ-spouse	Farming-fishing	Husband	White	Male	2,829	90	United-States	Middle-aged	282,900,000	<=50K
39	Private	84,954	Some-college	10	Married-civ-spouse	Sales	Husband	White	Male	2,829	65	United-States	Middle-aged	282,900,000	<=50K
36	Private	103,323	Assoc-acdm	12	Married-civ-spouse	Machine-op-inspct	Husband	White	Male	2,829	40	United-States	Middle-aged	282,900,000	<=50K
40	Private	144,594	HS-grad	9	Married-civ-spouse	Adm-clerical	Husband	White	Male	2,829	40	United-States	Middle-aged	282,900,000	<=50K
32	Private	183,811	HS-grad	9	Married-civ-spouse	Handlers-cleaners	Husband	White	Male	2,829	40	United-States	Middle-aged	282,900,000	<=50K
41	Private	150,533	HS-grad	9	Married-civ-spouse	Sales	Husband	White	Male	2,829	40	United-States	Middle-aged	282,900,000	<=50K
25	Private	104,097	Bachelors	13	Married-civ-spouse	Craft-repair	Husband	White	Male	2,829	60	United-States	Young	282,900,000	<=50K
29	Private	170,301	HS-grad	9	Married-civ-spouse	Adm-clerical	Wife	White	Female	2,829	40	United-States	Young	282,900,000	<=50K
35	Self-emp-not-inc	77,146	HS-grad	9	Married-civ-spouse	Craft-repair	Husband	White	Male	2,829	45	United-States	Middle-aged	282,900,000	<=50K
62	Private	238,913	Some-college	10	Married-civ-spouse	Tech-support	Husband	White	Male	2,829	24	United-States	Senior	282,900,000	<=50K
39	Private	231,141	HS-grad	9	Married-civ-spouse	Machine-op-inspct	Husband	White	Male	2,829	40	United-States	Middle-aged	282,900,000	<=50K
30	Private	130,021	7th-8th	4	Married-civ-spouse	Craft-repair	Husband	White	Male	2,829	40	United-States	Middle-aged	282,900,000	<=50K
54	Self-emp-not-inc	108,435	Some-college	10	Married-civ-spouse	Transport-moving	Husband	White	Male	2,829	30	United-States	Middle-aged	282,900,000	<=50K
43	Private	154,210	HS-grad	9	Married-civ-spouse	Other-service	Husband	Asian-Pac-Islander	Male	2,829	60	China	Middle-aged	282,900,000	<=50K
47	Self-emp-not-inc	237,731	HS-grad	9	Married-civ-spouse	Farming-fishing	Husband	White	Male	2,829	65	United-States	Middle-aged	282,900,000	<=50K
31	Private	156,763	HS-grad	9	Married-civ-spouse	Sales	Husband	White	Male	2,829	40	United-States	Middle-aged	282,900,000	<=50K
34	Private	340,917	Prof-school	15	Married-civ-spouse	Exec-managerial	Husband	White	Male	2,829	50	?	Middle-aged	282,900,000	<=50K
27	Private	215,955	Some-college	10	Married-civ-spouse	Adm-clerical	Husband	White	Male	2,829	40	United-States	Young	282,900,000	<=50K
40	Private	27,821	Assoc-voc	11	Married-civ-spouse	Transport-moving	Husband	White	Male	2,829	40	United-States	Middle-aged	282,900,000	<=50K
45	Private	213,140	10th	6	Married-civ-spouse	Craft-repair	Husband	White	Male	2,829	40	United-States	Middle-aged	282,900,000	<=50K
28	Private	416,577	HS-grad	9	Married-civ-spouse	Craft-repair	Husband	Black	Male	2,829	40	United-States	Young	282,900,000	<=50K
61	Self-emp-inc	171,831	HS-grad	9	Married-civ-spouse	Exec-managerial	Husband	White	Male	2,829	45	United-States	Senior	282,900,000	<=50K
41	Private	104,892	Some-college	10	Married-civ-spouse	Adm-clerical	Husband	White	Male	2,829	40	United-States	Middle-aged	282,900,000	<=50K
29	Private	157,308	11th	7	Married-civ-spouse	Handlers-cleaners	Wife	Asian-Pac-Islander	Female	2,829	14	Philippines	Young	282,900,000	<=50K
62	Local-gov	203,525	7th-8th	4	Married-civ-spouse	Craft-repair	Husband	White	Male	2,829	40	United-States	Senior	282,900,000	<=50K
53	Private	257,940	HS-grad	9	Married-civ-spouse	Machine-op-inspct	Husband	White	Male	2,829	40	United-States	Middle-aged	282,900,000	<=50K
45	Self-emp-not-inc	31,478	Bachelors	13	Married-civ-spouse	Sales	Husband	White	Male	2,829	60	United-States	Middle-aged	282,900,000	<=50K
75	?	248,833	HS-grad	9	Married-AF-spouse	?	Wife	White	Female	2,653	14	United-States	Senior	265,300,000	<=50K
70	Private	216,390	9th	5	Married-civ-spouse	Machine-op-inspct	Wife	White	Female	2,653	40	United-States	Senior	265,300,000	<=50K
70	Self-emp-not-inc	139,889	Some-college	10	Married-civ-spouse	Farming-fishing	Husband	White	Male	2,653	70	United-States	Senior	265,300,000	<=50K
75	Private	104,896	HS-grad	9	Married-civ-spouse	Sales	Husband	White	Male	2,653	20	United-States	Senior	265,300,000	<=50K
90	Local-gov	214,594	7th-8th	4	Married-civ-spouse	Protective-serv	Husband	White	Male	2,653	40	United-States	Senior	265,300,000	<=50K
24	Private	296,045	7th-8th	4	Married-civ-spouse	Craft-repair	Husband	White	Male	2,635	38	United-States	Young	263,500,000	<=50K
29	Local-gov	30,069	HS-grad	9	Married-civ-spouse	Other-service	Wife	White	Female	2,635	40	United-States	Young	263,500,000	<=50K
39	Private	326,342	11th	7	Married-civ-spouse	Other-service	Husband	Black	Male	2,635	37	United-States	Middle-aged	263,500,000	<=50K
33	Private	133,503	HS-grad	9	Married-civ-spouse	Protective-serv	Husband	White	Male	2,635	16	United-States	Middle-aged	263,500,000	<=50K
37	Self-emp-not-inc	192,251	10th	6	Married-civ-spouse	Other-service	Wife	White	Female	2,635	40	United-States	Middle-aged	263,500,000	<=50K
54	?	31,588	HS-grad	9	Married-civ-spouse	?	Husband	White	Male	2,635	40	United-States	Middle-aged	263,500,000	<=50K
64	Self-emp-inc	213,574	HS-grad	9	Married-civ-spouse	Craft-repair	Husband	White	Male	2,635	10	United-States	Senior	263,500,000	<=50K
39	Private	117,166	10th	6	Married-civ-spouse	Machine-op-inspct	Husband	White	Male	2,635	40	United-States	Middle-aged	263,500,000	<=50K
64	Private	116,084	HS-grad	9	Married-civ-spouse	Craft-repair	Husband	White	Male	2,635	40	United-States	Senior	263,500,000	<=50K
64	Self-emp-not-inc	159,938	HS-grad	9	Married-civ-spouse	Craft-repair	Husband	White	Male	2,635	24	Italy	Senior	263,500,000	<=50K
35	Self-emp-not-inc	241,469	9th	5	Married-civ-spouse	Craft-repair	Husband	White	Male	2,635	30	United-States	Middle-aged	263,500,000	<=50K
22	Private	240,817	HS-grad	9	Never-married	Sales	Own-child	White	Female	2,597	40	United-States	Young	259,700,000	<=50K
25	Private	186,925	Some-college	10	Never-married	Other-service	Not-in-family	White	Male	2,597	48	United-States	Young	259,700,000	<=50K
26	Private	262,617	HS-grad	9	Never-married	Craft-repair	Other-relative	White	Male	2,597	40	United-States	Young	259,700,000	<=50K
21	Private	203,924	Some-college	10	Never-married	Adm-clerical	Not-in-family	White	Male	2,597	45	United-States	Young	259,700,000	<=50K
19	Private	38,294	HS-grad	9	Never-married	Handlers-cleaners	Other-relative	White	Male	2,597	40	United-States	Young	259,700,000	<=50K
25	Private	179,953	Masters	14	Never-married	Prof-specialty	Own-child	White	Female	2,597	31	United-States	Young	259,700,000	<=50K
60	Private	163,729	HS-grad	9	Divorced	Tech-support	Unmarried	White	Female	2,597	40	United-States	Senior	259,700,000	<=50K
26	Private	456,618	Some-college	10	Never-married	Adm-clerical	Own-child	White	Male	2,597	40	United-States	Young	259,700,000	<=50K
25	Private	164,229	HS-grad	9	Divorced	Other-service	Not-in-family	White	Male	2,597	40	United-States	Young	259,700,000	<=50K
24	Private	103,277	HS-grad	9	Never-married	Adm-clerical	Not-in-family	White	Female	2,597	40	United-States	Young	259,700,000	<=50K
32	Private	168,138	Assoc-acdm	12	Divorced	Sales	Not-in-family	White	Male	2,597	48	United-States	Middle-aged	259,700,000	<=50K
53	Private	113,176	HS-grad	9	Divorced	Sales	Not-in-family	White	Female	2,597	40	United-States	Middle-aged	259,700,000	<=50K
26	Private	151,551	Some-college	10	Separated	Sales	Own-child	Amer-Indian-Eskimo	Male	2,597	48	United-States	Young	259,700,000	<=50K
25	State-gov	99,076	Bachelors	13	Never-married	Other-service	Not-in-family	White	Female	2,597	50	United-States	Young	259,700,000	<=50K
32	Private	79,870	Some-college	10	Married-civ-spouse	Exec-managerial	Own-child	White	Female	2,597	40	Japan	Middle-aged	259,700,000	<=50K
23	Private	160,951	HS-grad	9	Never-married	Craft-repair	Own-child	Black	Male	2,597	40	United-States	Young	259,700,000	<=50K
60	Self-emp-not-inc	153,356	HS-grad	9	Divorced	Sales	Not-in-family	Black	Male	2,597	55	United-States	Senior	259,700,000	<=50K
49	Private	83,622	Assoc-acdm	12	Separated	Adm-clerical	Not-in-family	White	Female	2,597	40	United-States	Middle-aged	259,700,000	<=50K
23	Private	239,663	Some-college	10	Never-married	Handlers-cleaners	Own-child	White	Male	2,597	50	United-States	Young	259,700,000	<=50K
25	Private	222,539	10th	6	Never-married	Transport-moving	Not-in-family	White	Male	2,597	50	United-States	Young	259,700,000	<=50K
40	Private	82,465	Some-college	10	Married-civ-spouse	Machine-op-inspct	Husband	White	Male	2,580	40	United-States	Middle-aged	258,000,000	<=50K
37	Private	34,378	7th-8th	4	Married-civ-spouse	Farming-fishing	Husband	White	Male	2,580	60	United-States	Middle-aged	258,000,000	<=50K
28	Private	212,091	HS-grad	9	Married-civ-spouse	Machine-op-inspct	Husband	White	Male	2,580	40	United-States	Young	258,000,000	<=50K
22	Self-emp-inc	269,583	7th-8th	4	Married-civ-spouse	Craft-repair	Husband	White	Male	2,580	40	United-States	Young	258,000,000	<=50K
63	Private	133,144	HS-grad	9	Married-civ-spouse	Other-service	Husband	White	Male	2,580	20	United-States	Senior	258,000,000	<=50K
24	Private	141,113	7th-8th	4	Married-civ-spouse	Sales	Husband	White	Male	2,580	40	United-States	Young	258,000,000	<=50K
30	Private	326,199	9th	5	Married-civ-spouse	Craft-repair	Husband	White	Male	2,580	40	United-States	Middle-aged	258,000,000	<=50K
27	Private	198,188	HS-grad	9	Married-civ-spouse	Adm-clerical	Husband	White	Male	2,580	45	United-States	Young	258,000,000	<=50K
55	Private	154,580	10th	6	Married-civ-spouse	Other-service	Husband	Black	Male	2,580	40	United-States	Middle-aged	258,000,000	<=50K
59	Self-emp-not-inc	144,071	5th-6th	3	Married-civ-spouse	Other-service	Husband	White	Male	2,580	15	El-Salvador	Middle-aged	258,000,000	<=50K
40	Private	367,533	Some-college	10	Married-civ-spouse	Machine-op-inspct	Husband	White	Male	2,580	40	United-States	Middle-aged	258,000,000	<=50K
64	Private	75,577	7th-8th	4	Married-civ-spouse	Adm-clerical	Husband	White	Male	2,580	50	United-States	Senior	258,000,000	<=50K
69	Private	165,017	HS-grad	9	Widowed	Machine-op-inspct	Unmarried	White	Male	2,538	40	United-States	Senior	253,800,000	<=50K
23	Private	211,046	HS-grad	9	Never-married	Sales	Not-in-family	White	Female	2,463	40	United-States	Young	246,300,000	<=50K

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