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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
25	Private	176,047	HS-grad	9	Never-married	Machine-op-inspct	Own-child	White	Female	2,176	40	United-States	Young	217,600,000	<=50K
21	?	175,166	Some-college	10	Never-married	?	Own-child	White	Female	2,176	40	United-States	Young	217,600,000	<=50K
18	Private	60,981	Some-college	10	Never-married	Sales	Own-child	White	Female	2,176	35	United-States	Young	217,600,000	<=50K
48	Private	189,462	Some-college	10	Divorced	Handlers-cleaners	Own-child	White	Male	2,176	40	United-States	Middle-aged	217,600,000	<=50K
27	Private	177,955	5th-6th	3	Never-married	Priv-house-serv	Other-relative	White	Female	2,176	40	El-Salvador	Young	217,600,000	<=50K
39	Private	339,442	HS-grad	9	Separated	Machine-op-inspct	Not-in-family	Black	Male	2,176	40	United-States	Middle-aged	217,600,000	<=50K
20	Private	26,842	Some-college	10	Never-married	Machine-op-inspct	Not-in-family	White	Female	2,176	40	United-States	Young	217,600,000	<=50K
18	Private	206,008	Some-college	10	Never-married	Sales	Unmarried	White	Male	2,176	40	United-States	Young	217,600,000	<=50K
18	Private	141,626	Some-college	10	Never-married	Tech-support	Own-child	White	Male	2,176	20	United-States	Young	217,600,000	<=50K
21	Private	213,015	HS-grad	9	Never-married	Handlers-cleaners	Other-relative	Black	Male	2,176	40	United-States	Young	217,600,000	<=50K
39	State-gov	77,516	Bachelors	13	Never-married	Adm-clerical	Not-in-family	White	Male	2,174	40	United-States	Middle-aged	217,400,000	<=50K
40	Self-emp-not-inc	204,116	Bachelors	13	Married-spouse-absent	Prof-specialty	Not-in-family	White	Female	2,174	40	United-States	Middle-aged	217,400,000	<=50K
25	Private	200,408	Some-college	10	Never-married	Tech-support	Not-in-family	White	Male	2,174	40	United-States	Young	217,400,000	<=50K
29	Private	177,119	Assoc-voc	11	Divorced	Tech-support	Not-in-family	White	Female	2,174	45	United-States	Young	217,400,000	<=50K
41	Private	107,306	HS-grad	9	Never-married	Exec-managerial	Not-in-family	White	Male	2,174	40	United-States	Middle-aged	217,400,000	<=50K
23	Private	107,578	Bachelors	13	Never-married	Adm-clerical	Own-child	White	Female	2,174	40	United-States	Young	217,400,000	<=50K
28	Private	56,179	Some-college	10	Never-married	Exec-managerial	Not-in-family	White	Male	2,174	55	United-States	Young	217,400,000	<=50K
36	Private	176,101	Some-college	10	Never-married	Craft-repair	Own-child	White	Male	2,174	60	United-States	Middle-aged	217,400,000	<=50K
39	Private	190,466	HS-grad	9	Divorced	Craft-repair	Own-child	White	Male	2,174	40	United-States	Middle-aged	217,400,000	<=50K
33	Private	164,707	Assoc-acdm	12	Never-married	Exec-managerial	Unmarried	White	Female	2,174	55	?	Middle-aged	217,400,000	<=50K
28	Private	32,291	Bachelors	13	Never-married	Prof-specialty	Not-in-family	White	Female	2,174	40	United-States	Young	217,400,000	<=50K
39	Private	115,418	Some-college	10	Never-married	Adm-clerical	Own-child	White	Female	2,174	45	United-States	Middle-aged	217,400,000	<=50K
26	Local-gov	425,092	Masters	14	Never-married	Prof-specialty	Not-in-family	White	Female	2,174	40	United-States	Young	217,400,000	<=50K
29	Self-emp-not-inc	151,476	Assoc-voc	11	Never-married	Adm-clerical	Not-in-family	White	Female	2,174	40	United-States	Young	217,400,000	<=50K
32	Federal-gov	191,385	Assoc-acdm	12	Divorced	Protective-serv	Not-in-family	White	Male	2,174	40	United-States	Middle-aged	217,400,000	<=50K
36	Self-emp-not-inc	219,611	Bachelors	13	Never-married	Sales	Not-in-family	Black	Female	2,174	50	United-States	Middle-aged	217,400,000	<=50K
34	Private	133,503	Some-college	10	Divorced	Transport-moving	Not-in-family	White	Male	2,174	40	United-States	Middle-aged	217,400,000	<=50K
29	Private	196,116	Prof-school	15	Divorced	Prof-specialty	Own-child	White	Female	2,174	72	United-States	Young	217,400,000	<=50K
40	Private	149,102	HS-grad	9	Married-spouse-absent	Handlers-cleaners	Not-in-family	White	Male	2,174	60	Poland	Middle-aged	217,400,000	<=50K
58	Private	106,546	HS-grad	9	Divorced	Adm-clerical	Unmarried	White	Female	2,174	40	United-States	Middle-aged	217,400,000	<=50K
57	State-gov	25,045	Bachelors	13	Divorced	Adm-clerical	Unmarried	White	Male	2,174	37	United-States	Middle-aged	217,400,000	<=50K
24	Private	163,665	HS-grad	9	Never-married	Other-service	Not-in-family	White	Female	2,174	40	United-States	Young	217,400,000	<=50K
32	Private	107,793	HS-grad	9	Divorced	Other-service	Own-child	White	Male	2,174	40	United-States	Middle-aged	217,400,000	<=50K
41	Private	204,682	HS-grad	9	Divorced	Craft-repair	Unmarried	White	Male	2,174	40	Japan	Middle-aged	217,400,000	<=50K
27	Private	191,628	HS-grad	9	Never-married	Transport-moving	Not-in-family	Black	Male	2,174	40	United-States	Young	217,400,000	<=50K
37	Private	177,858	Some-college	10	Never-married	Exec-managerial	Not-in-family	White	Male	2,174	40	United-States	Middle-aged	217,400,000	<=50K
48	Private	245,948	HS-grad	9	Never-married	Machine-op-inspct	Not-in-family	Black	Female	2,174	40	United-States	Middle-aged	217,400,000	<=50K
57	Private	206,343	HS-grad	9	Separated	Machine-op-inspct	Not-in-family	White	Male	2,174	40	Cuba	Middle-aged	217,400,000	<=50K
41	Private	115,411	Some-college	10	Divorced	Sales	Own-child	White	Male	2,174	45	United-States	Middle-aged	217,400,000	<=50K
26	Private	258,768	Some-college	10	Never-married	Transport-moving	Not-in-family	Black	Male	2,174	75	United-States	Young	217,400,000	<=50K
63	Private	125,954	HS-grad	9	Never-married	Machine-op-inspct	Not-in-family	White	Male	2,174	40	United-States	Senior	217,400,000	<=50K
45	Private	138,626	Assoc-voc	11	Divorced	Exec-managerial	Not-in-family	White	Male	2,174	50	United-States	Middle-aged	217,400,000	<=50K
21	Private	100,462	Assoc-voc	11	Never-married	Exec-managerial	Own-child	White	Female	2,174	60	United-States	Young	217,400,000	<=50K
31	Private	187,560	HS-grad	9	Never-married	Adm-clerical	Not-in-family	White	Male	2,174	40	United-States	Middle-aged	217,400,000	<=50K
28	Private	46,987	Assoc-voc	11	Never-married	Tech-support	Own-child	White	Female	2,174	36	United-States	Young	217,400,000	<=50K
62	Private	194,167	HS-grad	9	Divorced	Machine-op-inspct	Not-in-family	White	Female	2,174	40	United-States	Senior	217,400,000	<=50K
41	Private	45,156	HS-grad	9	Never-married	Machine-op-inspct	Not-in-family	White	Male	2,174	41	United-States	Middle-aged	217,400,000	<=50K
29	Federal-gov	37,933	Some-college	10	Never-married	Adm-clerical	Unmarried	Black	Female	2,174	40	United-States	Young	217,400,000	<=50K
24	Private	254,293	Bachelors	13	Never-married	Exec-managerial	Not-in-family	White	Male	2,174	45	United-States	Young	217,400,000	<=50K
29	Private	189,565	HS-grad	9	Never-married	Exec-managerial	Not-in-family	White	Male	2,174	50	United-States	Young	217,400,000	<=50K
43	Federal-gov	134,026	Some-college	10	Never-married	Adm-clerical	Other-relative	White	Male	2,174	40	United-States	Middle-aged	217,400,000	<=50K
47	Private	223,342	HS-grad	9	Widowed	Adm-clerical	Not-in-family	White	Female	2,174	40	England	Middle-aged	217,400,000	<=50K
25	Private	139,012	Bachelors	13	Never-married	Sales	Own-child	Asian-Pac-Islander	Male	2,174	40	Vietnam	Young	217,400,000	<=50K
32	Self-emp-not-inc	261,056	Bachelors	13	Never-married	Prof-specialty	Own-child	Black	Female	2,174	60	?	Middle-aged	217,400,000	<=50K
43	Private	187,702	Some-college	10	Never-married	Other-service	Not-in-family	White	Male	2,174	45	United-States	Middle-aged	217,400,000	<=50K
25	Private	198,587	Some-college	10	Never-married	Tech-support	Not-in-family	Black	Female	2,174	50	United-States	Young	217,400,000	<=50K
27	State-gov	192,257	HS-grad	9	Never-married	Protective-serv	Own-child	White	Male	2,174	40	United-States	Young	217,400,000	<=50K
27	Local-gov	162,404	HS-grad	9	Never-married	Protective-serv	Not-in-family	Black	Male	2,174	40	United-States	Young	217,400,000	<=50K
51	Private	246,519	10th	6	Married-civ-spouse	Handlers-cleaners	Husband	White	Male	2,105	45	United-States	Middle-aged	210,500,000	<=50K
31	Private	209,448	10th	6	Married-civ-spouse	Farming-fishing	Husband	White	Male	2,105	40	Mexico	Middle-aged	210,500,000	<=50K
63	Private	135,339	HS-grad	9	Married-civ-spouse	Adm-clerical	Husband	Asian-Pac-Islander	Male	2,105	40	Vietnam	Senior	210,500,000	<=50K
23	Private	222,925	HS-grad	9	Married-civ-spouse	Machine-op-inspct	Own-child	White	Female	2,105	40	United-States	Young	210,500,000	<=50K
24	Private	254,767	7th-8th	4	Married-civ-spouse	Farming-fishing	Husband	White	Male	2,105	50	United-States	Young	210,500,000	<=50K
21	?	357,029	Some-college	10	Married-civ-spouse	?	Wife	Black	Female	2,105	20	United-States	Young	210,500,000	<=50K
52	Private	152,373	HS-grad	9	Married-civ-spouse	Machine-op-inspct	Husband	White	Male	2,105	40	United-States	Middle-aged	210,500,000	<=50K
37	Self-emp-not-inc	154,641	Assoc-acdm	12	Married-civ-spouse	Farming-fishing	Husband	White	Male	2,105	50	United-States	Middle-aged	210,500,000	<=50K
33	Local-gov	365,908	HS-grad	9	Married-civ-spouse	Other-service	Husband	Black	Male	2,105	40	United-States	Middle-aged	210,500,000	<=50K
81	Private	114,670	9th	5	Widowed	Priv-house-serv	Not-in-family	Black	Female	2,062	5	United-States	Senior	206,200,000	<=50K
67	Private	172,756	1st-4th	2	Widowed	Machine-op-inspct	Not-in-family	White	Female	2,062	34	Ecuador	Senior	206,200,000	<=50K
66	Private	127,921	HS-grad	9	Never-married	Transport-moving	Not-in-family	White	Male	2,050	55	United-States	Senior	205,000,000	<=50K
67	?	407,618	9th	5	Divorced	?	Not-in-family	White	Female	2,050	40	United-States	Senior	205,000,000	<=50K
69	Private	541,737	Some-college	10	Widowed	Adm-clerical	Not-in-family	White	Female	2,050	24	United-States	Senior	205,000,000	<=50K
66	?	306,178	10th	6	Divorced	?	Not-in-family	White	Male	2,050	40	United-States	Senior	205,000,000	<=50K
71	Local-gov	303,860	Masters	14	Widowed	Exec-managerial	Not-in-family	White	Male	2,050	20	United-States	Senior	205,000,000	<=50K
46	Self-emp-inc	110,702	Some-college	10	Divorced	Exec-managerial	Unmarried	White	Female	2,036	60	United-States	Middle-aged	203,600,000	<=50K
34	Private	245,211	HS-grad	9	Never-married	Craft-repair	Unmarried	White	Male	2,036	30	United-States	Middle-aged	203,600,000	<=50K
38	State-gov	103,925	HS-grad	9	Divorced	Other-service	Unmarried	White	Female	2,036	20	United-States	Middle-aged	203,600,000	<=50K
19	Private	376,683	Some-college	10	Never-married	Other-service	Unmarried	Black	Female	2,036	30	United-States	Young	203,600,000	<=50K
67	Local-gov	342,175	Masters	14	Divorced	Adm-clerical	Not-in-family	White	Female	2,009	40	United-States	Senior	200,900,000	<=50K
65	Local-gov	153,890	12th	8	Widowed	Exec-managerial	Not-in-family	White	Male	2,009	44	United-States	Senior	200,900,000	<=50K
70	?	163,057	HS-grad	9	Widowed	?	Not-in-family	White	Female	2,009	40	United-States	Senior	200,900,000	<=50K
69	Private	106,595	HS-grad	9	Widowed	Adm-clerical	Not-in-family	White	Female	1,848	40	United-States	Senior	184,800,000	<=50K
69	Private	177,374	HS-grad	9	Widowed	Adm-clerical	Unmarried	White	Female	1,848	12	United-States	Senior	184,800,000	<=50K
65	Private	172,510	Some-college	10	Widowed	Prof-specialty	Not-in-family	White	Female	1,848	20	Hungary	Senior	184,800,000	<=50K
65	Private	80,174	HS-grad	9	Divorced	Exec-managerial	Other-relative	White	Female	1,848	50	United-States	Senior	184,800,000	<=50K
69	Self-emp-not-inc	29,980	7th-8th	4	Never-married	Farming-fishing	Other-relative	White	Male	1,848	10	United-States	Senior	184,800,000	<=50K
69	?	320,280	Some-college	10	Never-married	?	Not-in-family	White	Male	1,848	1	United-States	Senior	184,800,000	<=50K
41	Private	162,189	HS-grad	9	Never-married	Machine-op-inspct	Own-child	White	Female	1,831	40	Peru	Middle-aged	183,100,000	<=50K
33	State-gov	73,296	HS-grad	9	Never-married	Other-service	Unmarried	Black	Female	1,831	40	United-States	Middle-aged	183,100,000	<=50K
44	Private	126,199	Some-college	10	Divorced	Transport-moving	Unmarried	White	Male	1,831	50	United-States	Middle-aged	183,100,000	<=50K
36	Private	353,524	HS-grad	9	Divorced	Exec-managerial	Own-child	White	Female	1,831	40	United-States	Middle-aged	183,100,000	<=50K
29	Private	326,330	Some-college	10	Divorced	Exec-managerial	Own-child	White	Female	1,831	40	United-States	Young	183,100,000	<=50K
40	Private	341,204	Some-college	10	Divorced	Exec-managerial	Unmarried	White	Female	1,831	30	United-States	Middle-aged	183,100,000	<=50K
47	State-gov	108,890	HS-grad	9	Divorced	Adm-clerical	Unmarried	White	Female	1,831	38	United-States	Middle-aged	183,100,000	<=50K
65	?	299,494	11th	7	Married-civ-spouse	?	Husband	White	Male	1,797	40	United-States	Senior	179,700,000	<=50K
69	Private	141,181	5th-6th	3	Married-civ-spouse	Adm-clerical	Husband	White	Male	1,797	40	United-States	Senior	179,700,000	<=50K
67	Private	101,132	7th-8th	4	Married-civ-spouse	Craft-repair	Husband	White	Male	1,797	40	United-States	Senior	179,700,000	<=50K
65	Self-emp-not-inc	131,417	5th-6th	3	Married-civ-spouse	Farming-fishing	Husband	White	Male	1,797	21	United-States	Senior	179,700,000	<=50K
74	?	33,114	10th	6	Married-civ-spouse	?	Husband	Amer-Indian-Eskimo	Male	1,797	30	United-States	Senior	179,700,000	<=50K
78	Private	184,759	7th-8th	4	Married-civ-spouse	Handlers-cleaners	Husband	White	Male	1,797	15	United-States	Senior	179,700,000	<=50K

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