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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	capital.loss int64 0 4.36k	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
49	Local-gov	159,641	Bachelors	13	Divorced	Exec-managerial	Unmarried	White	Female	0	625	40	United-States	Middle-aged	0	<=50K
39	State-gov	119,421	HS-grad	9	Separated	Adm-clerical	Unmarried	White	Female	0	625	35	United-States	Middle-aged	0	<=50K
49	Private	169,042	HS-grad	9	Separated	Prof-specialty	Unmarried	White	Female	0	625	40	Puerto-Rico	Middle-aged	0	<=50K
39	Private	81,487	Some-college	10	Divorced	Exec-managerial	Unmarried	White	Female	0	625	40	United-States	Middle-aged	0	<=50K
43	Private	122,473	9th	5	Never-married	Machine-op-inspct	Unmarried	Black	Female	0	625	40	United-States	Middle-aged	0	<=50K
41	Private	332,703	HS-grad	9	Divorced	Adm-clerical	Not-in-family	Other	Female	0	625	40	United-States	Middle-aged	0	<=50K
46	Private	157,991	Assoc-voc	11	Divorced	Tech-support	Unmarried	Black	Female	0	625	40	United-States	Middle-aged	0	<=50K
47	Private	144,351	HS-grad	9	Divorced	Craft-repair	Unmarried	White	Male	0	625	40	United-States	Middle-aged	0	<=50K
67	?	184,506	11th	7	Married-civ-spouse	?	Husband	White	Male	0	419	3	United-States	Senior	0	<=50K
68	Private	32,779	HS-grad	9	Married-civ-spouse	Transport-moving	Husband	White	Male	0	419	12	United-States	Senior	0	<=50K
27	?	501,172	Some-college	10	Married-civ-spouse	?	Husband	White	Male	0	419	20	Mexico	Young	0	<=50K
52	Private	122,109	HS-grad	9	Never-married	Prof-specialty	Unmarried	White	Female	0	323	40	United-States	Middle-aged	0	<=50K
46	Private	198,774	Masters	14	Divorced	Exec-managerial	Unmarried	White	Female	0	323	45	United-States	Middle-aged	0	<=50K
49	Local-gov	78,859	Masters	14	Widowed	Prof-specialty	Unmarried	White	Female	0	323	20	United-States	Middle-aged	0	<=50K
37	Private	262,409	Masters	14	Divorced	Exec-managerial	Unmarried	White	Female	0	213	45	United-States	Middle-aged	0	<=50K
38	Private	173,047	Bachelors	13	Divorced	Adm-clerical	Unmarried	Asian-Pac-Islander	Female	0	213	40	Philippines	Middle-aged	0	<=50K
40	Private	65,866	Some-college	10	Divorced	Tech-support	Unmarried	White	Female	0	213	40	United-States	Middle-aged	0	<=50K
36	Private	204,590	Bachelors	13	Divorced	Prof-specialty	Unmarried	Black	Female	0	213	40	United-States	Middle-aged	0	<=50K
28	Private	140,845	10th	6	Never-married	Machine-op-inspct	Not-in-family	White	Female	0	155	40	United-States	Young	0	<=50K
54	Self-emp-inc	166,459	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	99,999	0	60	United-States	Middle-aged	9,999,900,000	>50K
52	Private	152,234	HS-grad	9	Married-civ-spouse	Exec-managerial	Husband	Asian-Pac-Islander	Male	99,999	0	40	Japan	Middle-aged	9,999,900,000	>50K
53	Self-emp-inc	263,925	HS-grad	9	Married-civ-spouse	Sales	Husband	White	Male	99,999	0	40	United-States	Middle-aged	9,999,900,000	>50K
52	Private	118,025	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	99,999	0	50	United-States	Middle-aged	9,999,900,000	>50K
46	Private	370,119	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	99,999	0	60	United-States	Middle-aged	9,999,900,000	>50K
43	Private	176,270	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	99,999	0	60	United-States	Middle-aged	9,999,900,000	>50K
49	Private	159,816	Bachelors	13	Married-civ-spouse	Prof-specialty	Wife	White	Female	99,999	0	20	United-States	Middle-aged	9,999,900,000	>50K
50	Private	171,338	Some-college	10	Married-civ-spouse	Exec-managerial	Husband	White	Male	99,999	0	50	United-States	Middle-aged	9,999,900,000	>50K
22	Self-emp-not-inc	202,920	HS-grad	9	Never-married	Prof-specialty	Unmarried	White	Female	99,999	0	40	Dominican-Republic	Young	9,999,900,000	>50K
43	Self-emp-inc	172,826	Some-college	10	Married-civ-spouse	Sales	Husband	White	Male	99,999	0	55	United-States	Middle-aged	9,999,900,000	>50K
65	Self-emp-inc	139,272	Bachelors	13	Married-civ-spouse	Sales	Husband	White	Male	99,999	0	60	United-States	Senior	9,999,900,000	>50K
26	Private	256,000	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	99,999	0	60	United-States	Young	9,999,900,000	>50K
52	Self-emp-not-inc	64,045	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	99,999	0	45	United-States	Middle-aged	9,999,900,000	>50K
46	Private	176,814	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	99,999	0	50	United-States	Middle-aged	9,999,900,000	>50K
36	Private	208,358	Prof-school	15	Divorced	Prof-specialty	Not-in-family	White	Male	99,999	0	45	United-States	Middle-aged	9,999,900,000	>50K
40	Self-emp-not-inc	223,881	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	99,999	0	70	United-States	Middle-aged	9,999,900,000	>50K
52	Self-emp-inc	90,363	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	99,999	0	35	United-States	Middle-aged	9,999,900,000	>50K
32	Self-emp-inc	46,807	HS-grad	9	Married-civ-spouse	Craft-repair	Husband	White	Male	99,999	0	40	United-States	Middle-aged	9,999,900,000	>50K
53	Private	88,842	HS-grad	9	Married-civ-spouse	Exec-managerial	Husband	White	Male	99,999	0	40	United-States	Middle-aged	9,999,900,000	>50K
47	Private	345,493	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	Asian-Pac-Islander	Male	99,999	0	55	Taiwan	Middle-aged	9,999,900,000	>50K
37	Local-gov	287,306	Assoc-acdm	12	Married-civ-spouse	Prof-specialty	Wife	Black	Female	99,999	0	40	?	Middle-aged	9,999,900,000	>50K
37	Self-emp-not-inc	362,062	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	99,999	0	50	United-States	Middle-aged	9,999,900,000	>50K
39	Self-emp-inc	114,844	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	99,999	0	65	United-States	Middle-aged	9,999,900,000	>50K
38	Private	146,091	Doctorate	16	Married-civ-spouse	Exec-managerial	Wife	White	Female	99,999	0	36	United-States	Middle-aged	9,999,900,000	>50K
44	Private	332,401	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	99,999	0	65	United-States	Middle-aged	9,999,900,000	>50K
57	Self-emp-inc	159,028	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	99,999	0	60	United-States	Middle-aged	9,999,900,000	>50K
51	Private	44,000	Masters	14	Married-civ-spouse	Prof-specialty	Wife	White	Female	99,999	0	50	United-States	Middle-aged	9,999,900,000	>50K
78	Self-emp-not-inc	316,261	Bachelors	13	Never-married	Exec-managerial	Not-in-family	White	Male	99,999	0	20	United-States	Senior	9,999,900,000	>50K
36	Private	383,518	Some-college	10	Married-civ-spouse	Adm-clerical	Wife	Black	Female	99,999	0	40	United-States	Middle-aged	9,999,900,000	>50K
49	Self-emp-inc	362,795	Masters	14	Divorced	Prof-specialty	Unmarried	White	Male	99,999	0	80	Mexico	Middle-aged	9,999,900,000	>50K
54	Self-emp-not-inc	269,068	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	Asian-Pac-Islander	Male	99,999	0	50	Philippines	Middle-aged	9,999,900,000	>50K
41	Self-emp-inc	194,636	Bachelors	13	Married-civ-spouse	Sales	Husband	White	Male	99,999	0	65	United-States	Middle-aged	9,999,900,000	>50K
46	Local-gov	222,115	Bachelors	13	Divorced	Adm-clerical	Not-in-family	White	Female	99,999	0	40	United-States	Middle-aged	9,999,900,000	>50K
33	Private	170,769	Doctorate	16	Divorced	Sales	Not-in-family	White	Male	99,999	0	60	United-States	Middle-aged	9,999,900,000	>50K
36	Self-emp-not-inc	241,998	Some-college	10	Married-civ-spouse	Sales	Husband	White	Male	99,999	0	20	United-States	Middle-aged	9,999,900,000	>50K
63	Private	118,798	HS-grad	9	Married-civ-spouse	Craft-repair	Husband	White	Male	99,999	0	40	United-States	Senior	9,999,900,000	>50K
38	Private	167,140	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	99,999	0	70	United-States	Middle-aged	9,999,900,000	>50K
33	Private	198,660	HS-grad	9	Married-civ-spouse	Machine-op-inspct	Husband	White	Male	99,999	0	56	United-States	Middle-aged	9,999,900,000	>50K
47	Private	168,262	Masters	14	Separated	Exec-managerial	Not-in-family	White	Male	99,999	0	50	United-States	Middle-aged	9,999,900,000	>50K
28	Private	37,359	Assoc-voc	11	Married-civ-spouse	Prof-specialty	Husband	White	Male	99,999	0	50	United-States	Young	9,999,900,000	>50K
52	Self-emp-inc	181,855	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	Other	Male	99,999	0	65	United-States	Middle-aged	9,999,900,000	>50K
30	Private	132,601	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	99,999	0	50	United-States	Middle-aged	9,999,900,000	>50K
50	Private	108,435	Masters	14	Married-civ-spouse	Exec-managerial	Husband	White	Male	99,999	0	60	United-States	Middle-aged	9,999,900,000	>50K
32	Private	134,737	Bachelors	13	Married-civ-spouse	Prof-specialty	Husband	White	Male	99,999	0	50	United-States	Middle-aged	9,999,900,000	>50K
46	Private	273,771	Bachelors	13	Married-civ-spouse	Sales	Husband	White	Male	99,999	0	40	United-States	Middle-aged	9,999,900,000	>50K
49	Self-emp-not-inc	355,978	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	99,999	0	35	United-States	Middle-aged	9,999,900,000	>50K
30	Private	235,124	HS-grad	9	Married-civ-spouse	Transport-moving	Husband	White	Male	99,999	0	40	United-States	Middle-aged	9,999,900,000	>50K
32	Private	204,567	Bachelors	13	Married-civ-spouse	Sales	Husband	White	Male	99,999	0	60	United-States	Middle-aged	9,999,900,000	>50K
59	Private	122,283	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	Asian-Pac-Islander	Male	99,999	0	40	India	Middle-aged	9,999,900,000	>50K
46	Self-emp-inc	198,660	Bachelors	13	Married-civ-spouse	Sales	Husband	White	Male	99,999	0	72	United-States	Middle-aged	9,999,900,000	>50K
32	Private	330,715	HS-grad	9	Married-civ-spouse	Craft-repair	Husband	White	Male	99,999	0	40	United-States	Middle-aged	9,999,900,000	>50K
21	Private	334,618	Some-college	10	Never-married	Protective-serv	Not-in-family	Black	Female	99,999	0	40	United-States	Young	9,999,900,000	>50K
56	Self-emp-inc	205,601	Doctorate	16	Married-civ-spouse	Prof-specialty	Husband	White	Male	99,999	0	70	United-States	Middle-aged	9,999,900,000	>50K
43	Private	208,613	Prof-school	15	Married-spouse-absent	Prof-specialty	Not-in-family	White	Male	99,999	0	40	United-States	Middle-aged	9,999,900,000	>50K
30	Private	129,707	Bachelors	13	Married-civ-spouse	Prof-specialty	Husband	White	Male	99,999	0	35	United-States	Middle-aged	9,999,900,000	>50K
39	Private	77,005	Masters	14	Married-civ-spouse	Prof-specialty	Husband	White	Male	99,999	0	40	United-States	Middle-aged	9,999,900,000	>50K
24	?	151,153	Some-college	10	Never-married	?	Not-in-family	Asian-Pac-Islander	Male	99,999	0	50	South	Young	9,999,900,000	>50K
46	Self-emp-inc	120,131	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	99,999	0	60	United-States	Middle-aged	9,999,900,000	>50K
50	Self-emp-not-inc	155,118	HS-grad	9	Divorced	Exec-managerial	Not-in-family	White	Female	99,999	0	35	United-States	Middle-aged	9,999,900,000	>50K
60	Private	191,446	HS-grad	9	Married-civ-spouse	Exec-managerial	Husband	White	Male	99,999	0	40	United-States	Senior	9,999,900,000	>50K
36	Self-emp-inc	216,711	HS-grad	9	Married-civ-spouse	Exec-managerial	Husband	White	Male	99,999	0	50	?	Middle-aged	9,999,900,000	>50K
47	Private	193,047	Doctorate	16	Married-civ-spouse	Exec-managerial	Husband	White	Male	99,999	0	50	United-States	Middle-aged	9,999,900,000	>50K
56	Self-emp-not-inc	163,212	HS-grad	9	Widowed	Adm-clerical	Unmarried	White	Female	99,999	0	40	United-States	Middle-aged	9,999,900,000	>50K
53	Private	366,957	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	Asian-Pac-Islander	Male	99,999	0	50	India	Middle-aged	9,999,900,000	>50K
42	Private	187,795	Some-college	10	Married-civ-spouse	Exec-managerial	Husband	White	Male	99,999	0	55	United-States	Middle-aged	9,999,900,000	>50K
50	Private	238,959	Bachelors	13	Married-civ-spouse	Sales	Husband	White	Male	99,999	0	60	?	Middle-aged	9,999,900,000	>50K
48	Private	25,468	Masters	14	Divorced	Exec-managerial	Not-in-family	White	Male	99,999	0	50	United-States	Middle-aged	9,999,900,000	>50K
41	Private	320,984	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	99,999	0	65	United-States	Middle-aged	9,999,900,000	>50K
72	Self-emp-inc	172,407	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	99,999	0	50	United-States	Senior	9,999,900,000	>50K
55	Private	197,399	Masters	14	Married-civ-spouse	Exec-managerial	Husband	White	Male	99,999	0	55	United-States	Middle-aged	9,999,900,000	>50K
33	Private	162,572	Bachelors	13	Married-civ-spouse	Prof-specialty	Husband	White	Male	99,999	0	40	United-States	Middle-aged	9,999,900,000	>50K
62	Self-emp-inc	245,491	Bachelors	13	Divorced	Sales	Not-in-family	White	Male	99,999	0	40	United-States	Senior	9,999,900,000	>50K
52	Self-emp-inc	334,273	Doctorate	16	Married-civ-spouse	Prof-specialty	Husband	White	Male	99,999	0	65	United-States	Middle-aged	9,999,900,000	>50K
50	Private	124,963	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	99,999	0	55	United-States	Middle-aged	9,999,900,000	>50K
28	Self-emp-inc	201,186	HS-grad	9	Married-civ-spouse	Sales	Husband	Black	Male	99,999	0	40	United-States	Young	9,999,900,000	>50K
42	Local-gov	180,985	10th	6	Married-civ-spouse	Handlers-cleaners	Husband	White	Male	99,999	0	40	United-States	Middle-aged	9,999,900,000	>50K
51	Private	145,714	Masters	14	Married-civ-spouse	Exec-managerial	Husband	White	Male	99,999	0	50	?	Middle-aged	9,999,900,000	>50K
42	Private	190,179	Bachelors	13	Married-civ-spouse	Prof-specialty	Husband	White	Male	99,999	0	40	United-States	Middle-aged	9,999,900,000	>50K
50	Self-emp-inc	158,294	Prof-school	15	Married-civ-spouse	Prof-specialty	Husband	White	Male	99,999	0	80	United-States	Middle-aged	9,999,900,000	>50K
41	Self-emp-inc	495,061	Doctorate	16	Married-civ-spouse	Prof-specialty	Husband	White	Male	99,999	0	70	United-States	Middle-aged	9,999,900,000	>50K
47	Private	102,308	Masters	14	Married-civ-spouse	Exec-managerial	Husband	White	Male	99,999	0	50	United-States	Middle-aged	9,999,900,000	>50K

Subsets and Splits