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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
71	?	35,303	Bachelors	13	Married-civ-spouse	?	Husband	White	Male	9,386	30	United-States	Senior	938,600,000	>50K
67	Private	264,095	Some-college	10	Married-civ-spouse	Handlers-cleaners	Husband	White	Male	9,386	24	Cuba	Senior	938,600,000	>50K
78	Self-emp-inc	385,242	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	9,386	45	United-States	Senior	938,600,000	>50K
65	Private	101,104	HS-grad	9	Married-civ-spouse	Sales	Husband	White	Male	9,386	10	United-States	Senior	938,600,000	>50K
64	Federal-gov	301,383	Assoc-acdm	12	Married-civ-spouse	Exec-managerial	Husband	White	Male	9,386	45	United-States	Senior	938,600,000	>50K
67	Self-emp-inc	73,559	HS-grad	9	Married-civ-spouse	Exec-managerial	Husband	White	Male	9,386	50	United-States	Senior	938,600,000	>50K
69	Self-emp-not-inc	204,645	Some-college	10	Married-civ-spouse	Craft-repair	Husband	White	Male	9,386	72	United-States	Senior	938,600,000	>50K
70	Self-emp-not-inc	37,203	Masters	14	Married-civ-spouse	Prof-specialty	Husband	White	Male	9,386	30	United-States	Senior	938,600,000	>50K
70	Private	141,742	Assoc-voc	11	Married-civ-spouse	Machine-op-inspct	Husband	White	Male	9,386	50	United-States	Senior	938,600,000	>50K
65	?	191,380	10th	6	Married-civ-spouse	?	Husband	White	Male	9,386	50	United-States	Senior	938,600,000	>50K
61	Federal-gov	221,943	Some-college	10	Married-civ-spouse	Adm-clerical	Husband	White	Male	9,386	40	United-States	Senior	938,600,000	>50K
69	Self-emp-not-inc	185,039	HS-grad	9	Married-civ-spouse	Exec-managerial	Husband	White	Male	9,386	12	United-States	Senior	938,600,000	>50K
69	Private	197,080	12th	8	Married-civ-spouse	Transport-moving	Husband	White	Male	9,386	60	United-States	Senior	938,600,000	>50K
69	Private	128,348	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	Black	Male	9,386	50	United-States	Senior	938,600,000	>50K
57	Private	334,224	Some-college	10	Married-civ-spouse	Craft-repair	Wife	White	Female	9,386	40	United-States	Middle-aged	938,600,000	>50K
42	Private	341,204	Assoc-acdm	12	Divorced	Prof-specialty	Unmarried	White	Female	8,614	40	United-States	Middle-aged	861,400,000	>50K
42	Local-gov	339,671	Bachelors	13	Married-spouse-absent	Prof-specialty	Not-in-family	White	Female	8,614	45	United-States	Middle-aged	861,400,000	>50K
26	Private	122,999	Masters	14	Never-married	Prof-specialty	Not-in-family	White	Male	8,614	40	United-States	Young	861,400,000	>50K
37	State-gov	367,237	Assoc-voc	11	Never-married	Prof-specialty	Not-in-family	White	Male	8,614	40	United-States	Middle-aged	861,400,000	>50K
39	Private	315,776	Masters	14	Never-married	Exec-managerial	Not-in-family	Black	Male	8,614	52	United-States	Middle-aged	861,400,000	>50K
37	Private	269,329	Assoc-voc	11	Divorced	Prof-specialty	Not-in-family	White	Female	8,614	45	United-States	Middle-aged	861,400,000	>50K
39	Private	185,520	Some-college	10	Divorced	Exec-managerial	Not-in-family	White	Female	8,614	40	United-States	Middle-aged	861,400,000	>50K
53	?	158,352	Masters	14	Never-married	?	Not-in-family	White	Female	8,614	35	United-States	Middle-aged	861,400,000	>50K
22	Private	195,532	Bachelors	13	Never-married	Prof-specialty	Not-in-family	White	Female	8,614	40	United-States	Young	861,400,000	>50K
35	Self-emp-not-inc	225,399	HS-grad	9	Never-married	Machine-op-inspct	Own-child	White	Male	8,614	40	United-States	Middle-aged	861,400,000	>50K
28	Private	78,870	Bachelors	13	Never-married	Sales	Not-in-family	White	Male	8,614	40	United-States	Young	861,400,000	>50K
36	Private	183,892	HS-grad	9	Divorced	Transport-moving	Not-in-family	White	Male	8,614	45	United-States	Middle-aged	861,400,000	>50K
45	Private	339,863	Bachelors	13	Divorced	Sales	Not-in-family	White	Male	8,614	48	United-States	Middle-aged	861,400,000	>50K
42	State-gov	117,583	Doctorate	16	Divorced	Prof-specialty	Not-in-family	White	Female	8,614	60	United-States	Middle-aged	861,400,000	>50K
62	Private	122,246	Some-college	10	Never-married	Craft-repair	Not-in-family	White	Female	8,614	39	United-States	Senior	861,400,000	>50K
34	Private	96,483	Assoc-acdm	12	Never-married	Adm-clerical	Not-in-family	Asian-Pac-Islander	Female	8,614	60	United-States	Middle-aged	861,400,000	>50K
35	Federal-gov	287,031	Masters	14	Never-married	Exec-managerial	Not-in-family	White	Male	8,614	40	United-States	Middle-aged	861,400,000	>50K
51	Self-emp-not-inc	174,824	HS-grad	9	Never-married	Farming-fishing	Not-in-family	White	Male	8,614	40	United-States	Middle-aged	861,400,000	>50K
43	Local-gov	209,899	Masters	14	Never-married	Tech-support	Not-in-family	Black	Female	8,614	47	United-States	Middle-aged	861,400,000	>50K
37	State-gov	191,841	Bachelors	13	Never-married	Adm-clerical	Not-in-family	White	Female	8,614	40	United-States	Middle-aged	861,400,000	>50K
35	Private	117,381	Bachelors	13	Never-married	Exec-managerial	Not-in-family	White	Male	8,614	45	United-States	Middle-aged	861,400,000	>50K
53	Self-emp-inc	251,675	Some-college	10	Divorced	Sales	Not-in-family	White	Male	8,614	50	Cuba	Middle-aged	861,400,000	>50K
53	Private	104,461	Bachelors	13	Never-married	Other-service	Not-in-family	White	Male	8,614	50	Italy	Middle-aged	861,400,000	>50K
33	Private	238,381	Some-college	10	Never-married	Craft-repair	Not-in-family	Black	Male	8,614	40	United-States	Middle-aged	861,400,000	>50K
37	Federal-gov	90,881	Some-college	10	Separated	Exec-managerial	Not-in-family	White	Male	8,614	55	United-States	Middle-aged	861,400,000	>50K
64	?	159,938	HS-grad	9	Divorced	?	Not-in-family	White	Male	8,614	40	United-States	Senior	861,400,000	>50K
29	Private	133,696	Bachelors	13	Never-married	Prof-specialty	Not-in-family	White	Male	8,614	45	United-States	Young	861,400,000	>50K
40	Local-gov	197,012	Bachelors	13	Divorced	Tech-support	Not-in-family	White	Female	8,614	40	England	Middle-aged	861,400,000	>50K
58	Private	275,859	HS-grad	9	Widowed	Craft-repair	Unmarried	White	Male	8,614	52	Mexico	Middle-aged	861,400,000	>50K
36	Private	178,815	Bachelors	13	Never-married	Exec-managerial	Not-in-family	White	Male	8,614	40	United-States	Middle-aged	861,400,000	>50K
48	?	151,584	Some-college	10	Never-married	?	Not-in-family	White	Male	8,614	60	United-States	Middle-aged	861,400,000	>50K
60	Private	125,019	Bachelors	13	Divorced	Prof-specialty	Not-in-family	White	Female	8,614	48	United-States	Senior	861,400,000	>50K
58	Private	111,625	Bachelors	13	Widowed	Exec-managerial	Unmarried	White	Male	8,614	40	United-States	Middle-aged	861,400,000	>50K
29	Private	236,436	Assoc-acdm	12	Never-married	Prof-specialty	Not-in-family	White	Female	8,614	40	United-States	Young	861,400,000	>50K
56	Private	188,856	Bachelors	13	Never-married	Exec-managerial	Not-in-family	White	Female	8,614	55	United-States	Middle-aged	861,400,000	>50K
39	Self-emp-not-inc	154,641	HS-grad	9	Divorced	Farming-fishing	Not-in-family	White	Male	8,614	50	United-States	Middle-aged	861,400,000	>50K
31	Private	1,033,222	Bachelors	13	Never-married	Adm-clerical	Not-in-family	White	Male	8,614	40	United-States	Middle-aged	861,400,000	>50K
42	Private	331,651	Masters	14	Never-married	Prof-specialty	Not-in-family	White	Female	8,614	50	United-States	Middle-aged	861,400,000	>50K
25	Private	469,572	Some-college	10	Never-married	Prof-specialty	Not-in-family	White	Male	8,614	40	United-States	Young	861,400,000	>50K
40	Local-gov	290,660	Assoc-acdm	12	Divorced	Exec-managerial	Not-in-family	White	Male	8,614	50	United-States	Middle-aged	861,400,000	>50K
47	Private	176,893	HS-grad	9	Divorced	Craft-repair	Not-in-family	Black	Male	8,614	44	United-States	Middle-aged	861,400,000	>50K
46	Private	364,548	Bachelors	13	Divorced	Sales	Not-in-family	White	Male	8,614	40	United-States	Middle-aged	861,400,000	>50K
48	State-gov	120,131	HS-grad	9	Divorced	Craft-repair	Own-child	White	Male	8,614	40	United-States	Middle-aged	861,400,000	>50K
44	Private	247,880	Assoc-voc	11	Divorced	Exec-managerial	Not-in-family	White	Male	8,614	40	United-States	Middle-aged	861,400,000	>50K
43	Private	112,763	HS-grad	9	Never-married	Adm-clerical	Unmarried	White	Female	8,614	43	United-States	Middle-aged	861,400,000	>50K
35	Private	182,898	HS-grad	9	Never-married	Adm-clerical	Not-in-family	White	Male	8,614	40	United-States	Middle-aged	861,400,000	>50K
43	Private	180,599	Bachelors	13	Separated	Exec-managerial	Unmarried	White	Male	8,614	40	United-States	Middle-aged	861,400,000	>50K
59	Local-gov	296,253	Masters	14	Divorced	Prof-specialty	Unmarried	White	Female	8,614	60	United-States	Middle-aged	861,400,000	>50K
29	Private	122,127	Bachelors	13	Never-married	Prof-specialty	Not-in-family	White	Female	8,614	40	United-States	Young	861,400,000	>50K
24	Private	243,190	Assoc-acdm	12	Separated	Craft-repair	Unmarried	Asian-Pac-Islander	Male	8,614	40	United-States	Young	861,400,000	>50K
35	Private	109,351	Bachelors	13	Never-married	Sales	Not-in-family	White	Female	8,614	45	United-States	Middle-aged	861,400,000	>50K
31	Local-gov	158,291	Bachelors	13	Never-married	Craft-repair	Not-in-family	White	Male	8,614	40	United-States	Middle-aged	861,400,000	>50K
30	Private	225,231	Some-college	10	Divorced	Exec-managerial	Not-in-family	White	Male	8,614	50	United-States	Middle-aged	861,400,000	>50K
64	Private	60,940	HS-grad	9	Widowed	Sales	Not-in-family	White	Female	8,614	50	France	Senior	861,400,000	>50K
46	Local-gov	140,219	Masters	14	Divorced	Prof-specialty	Not-in-family	White	Female	8,614	55	United-States	Middle-aged	861,400,000	>50K
67	Private	105,252	Some-college	10	Divorced	Adm-clerical	Not-in-family	White	Male	7,978	35	United-States	Senior	797,800,000	<=50K
66	Local-gov	222,810	Some-college	10	Divorced	Other-service	Other-relative	White	Female	7,896	40	?	Senior	789,600,000	>50K
70	Local-gov	88,638	Masters	14	Never-married	Prof-specialty	Unmarried	White	Female	7,896	50	United-States	Senior	789,600,000	>50K
67	Local-gov	190,661	Doctorate	16	Never-married	Prof-specialty	Not-in-family	White	Female	7,896	50	United-States	Senior	789,600,000	>50K
32	Self-emp-inc	317,660	HS-grad	9	Married-civ-spouse	Craft-repair	Husband	White	Male	7,688	40	United-States	Middle-aged	768,800,000	>50K
48	Private	146,268	Bachelors	13	Married-civ-spouse	Adm-clerical	Husband	White	Male	7,688	40	United-States	Middle-aged	768,800,000	>50K
34	State-gov	98,101	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	7,688	45	?	Middle-aged	768,800,000	>50K
50	Private	196,232	HS-grad	9	Married-civ-spouse	Exec-managerial	Husband	White	Male	7,688	50	United-States	Middle-aged	768,800,000	>50K
31	Private	168,387	Bachelors	13	Married-civ-spouse	Prof-specialty	Husband	White	Male	7,688	40	Canada	Middle-aged	768,800,000	>50K
55	Private	197,422	HS-grad	9	Married-civ-spouse	Transport-moving	Husband	White	Male	7,688	40	United-States	Middle-aged	768,800,000	>50K
29	State-gov	356,089	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	7,688	40	United-States	Young	768,800,000	>50K
37	Private	183,800	Bachelors	13	Married-civ-spouse	Prof-specialty	Husband	White	Male	7,688	50	United-States	Middle-aged	768,800,000	>50K
44	Private	167,005	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	7,688	60	United-States	Middle-aged	768,800,000	>50K
48	Self-emp-not-inc	243,631	Some-college	10	Married-civ-spouse	Craft-repair	Husband	Amer-Indian-Eskimo	Male	7,688	40	United-States	Middle-aged	768,800,000	>50K
32	Self-emp-inc	199,765	Bachelors	13	Married-civ-spouse	Craft-repair	Husband	White	Male	7,688	50	United-States	Middle-aged	768,800,000	>50K
48	Self-emp-inc	192,945	HS-grad	9	Married-civ-spouse	Exec-managerial	Husband	White	Male	7,688	40	United-States	Middle-aged	768,800,000	>50K
62	Private	134,768	Doctorate	16	Married-civ-spouse	Prof-specialty	Husband	White	Male	7,688	40	?	Senior	768,800,000	>50K
44	Private	43,711	Assoc-acdm	12	Married-civ-spouse	Sales	Husband	White	Male	7,688	40	United-States	Middle-aged	768,800,000	>50K
43	Private	193,882	Some-college	10	Married-civ-spouse	Sales	Husband	White	Male	7,688	40	United-States	Middle-aged	768,800,000	>50K
46	Private	243,190	HS-grad	9	Married-civ-spouse	Adm-clerical	Wife	White	Female	7,688	40	United-States	Middle-aged	768,800,000	>50K
60	Self-emp-inc	197,553	Some-college	10	Married-civ-spouse	Exec-managerial	Husband	White	Male	7,688	50	United-States	Senior	768,800,000	>50K
53	Private	149,784	Bachelors	13	Married-civ-spouse	Prof-specialty	Husband	White	Male	7,688	40	United-States	Middle-aged	768,800,000	>50K
23	Self-emp-not-inc	282,604	11th	7	Married-civ-spouse	Transport-moving	Husband	White	Male	7,688	60	United-States	Young	768,800,000	>50K
44	Self-emp-inc	153,132	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	7,688	52	United-States	Middle-aged	768,800,000	>50K
56	Self-emp-inc	105,582	Some-college	10	Married-civ-spouse	Exec-managerial	Husband	White	Male	7,688	50	United-States	Middle-aged	768,800,000	>50K
34	Private	203,408	Bachelors	13	Married-civ-spouse	Prof-specialty	Husband	White	Male	7,688	50	United-States	Middle-aged	768,800,000	>50K
47	Private	213,140	Assoc-voc	11	Married-civ-spouse	Craft-repair	Husband	White	Male	7,688	40	United-States	Middle-aged	768,800,000	>50K
55	State-gov	146,326	Masters	14	Married-civ-spouse	Prof-specialty	Husband	White	Male	7,688	45	United-States	Middle-aged	768,800,000	>50K
47	Private	155,489	HS-grad	9	Married-civ-spouse	Transport-moving	Husband	White	Male	7,688	55	United-States	Middle-aged	768,800,000	>50K
38	Private	236,391	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	7,688	40	United-States	Middle-aged	768,800,000	>50K

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