Datasets:

Databoost
/

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
41	Private	143,003	Assoc-voc	11	Married-civ-spouse	Other-service	Husband	Asian-Pac-Islander	Male	7,298	60	India	Middle-aged	729,800,000	>50K
38	Private	257,250	Some-college	10	Married-civ-spouse	Transport-moving	Husband	White	Male	7,298	60	United-States	Middle-aged	729,800,000	>50K
32	Private	154,120	HS-grad	9	Married-civ-spouse	Transport-moving	Husband	White	Male	7,298	40	United-States	Middle-aged	729,800,000	>50K
60	Self-emp-inc	105,339	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	7,298	60	United-States	Senior	729,800,000	>50K
50	Federal-gov	98,980	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	7,298	40	United-States	Middle-aged	729,800,000	>50K
62	Private	69,867	Assoc-voc	11	Married-civ-spouse	Prof-specialty	Husband	White	Male	7,298	50	United-States	Senior	729,800,000	>50K
49	Private	196,707	HS-grad	9	Married-civ-spouse	Machine-op-inspct	Husband	White	Male	7,298	43	United-States	Middle-aged	729,800,000	>50K
46	State-gov	238,648	HS-grad	9	Married-civ-spouse	Other-service	Husband	Black	Male	7,298	40	United-States	Middle-aged	729,800,000	>50K
44	Private	172,032	Assoc-voc	11	Married-civ-spouse	Adm-clerical	Husband	White	Male	7,298	51	United-States	Middle-aged	729,800,000	>50K
30	Private	271,710	Bachelors	13	Married-civ-spouse	Sales	Husband	White	Male	7,298	50	United-States	Middle-aged	729,800,000	>50K
61	Local-gov	144,723	Masters	14	Married-civ-spouse	Exec-managerial	Husband	White	Male	7,298	60	United-States	Senior	729,800,000	>50K
31	Private	265,706	HS-grad	9	Married-civ-spouse	Craft-repair	Husband	White	Male	7,298	40	United-States	Middle-aged	729,800,000	>50K
53	Private	89,587	Some-college	10	Married-civ-spouse	Transport-moving	Husband	White	Male	7,298	45	United-States	Middle-aged	729,800,000	>50K
36	Self-emp-not-inc	182,898	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	7,298	40	United-States	Middle-aged	729,800,000	>50K
40	Private	360,884	Some-college	10	Married-civ-spouse	Adm-clerical	Wife	White	Female	7,298	40	United-States	Middle-aged	729,800,000	>50K
30	Federal-gov	321,990	Some-college	10	Married-civ-spouse	Adm-clerical	Husband	White	Male	7,298	48	Cuba	Middle-aged	729,800,000	>50K
50	Local-gov	117,496	HS-grad	9	Married-civ-spouse	Adm-clerical	Wife	White	Female	7,298	30	United-States	Middle-aged	729,800,000	>50K
63	Private	137,843	Some-college	10	Married-civ-spouse	Sales	Husband	White	Male	7,298	48	United-States	Senior	729,800,000	>50K
38	Self-emp-not-inc	280,169	Bachelors	13	Married-civ-spouse	Sales	Husband	White	Male	7,298	50	United-States	Middle-aged	729,800,000	>50K
33	Self-emp-not-inc	272,359	Bachelors	13	Married-civ-spouse	Sales	Husband	White	Male	7,298	80	United-States	Middle-aged	729,800,000	>50K
45	Private	203,653	HS-grad	9	Married-civ-spouse	Adm-clerical	Husband	Black	Male	7,298	40	United-States	Middle-aged	729,800,000	>50K
41	Federal-gov	253,770	Some-college	10	Married-civ-spouse	Transport-moving	Wife	White	Female	7,298	40	United-States	Middle-aged	729,800,000	>50K
37	Local-gov	160,910	Bachelors	13	Married-civ-spouse	Adm-clerical	Husband	White	Male	7,298	40	United-States	Middle-aged	729,800,000	>50K
35	Local-gov	300,681	HS-grad	9	Married-civ-spouse	Protective-serv	Husband	Black	Male	7,298	35	United-States	Middle-aged	729,800,000	>50K
33	Private	192,002	Masters	14	Married-civ-spouse	Exec-managerial	Husband	White	Male	7,298	60	Canada	Middle-aged	729,800,000	>50K
35	Private	202,027	Bachelors	13	Married-civ-spouse	Handlers-cleaners	Husband	White	Male	7,298	35	United-States	Middle-aged	729,800,000	>50K
35	Self-emp-not-inc	170,174	HS-grad	9	Married-civ-spouse	Craft-repair	Husband	White	Male	7,298	60	United-States	Middle-aged	729,800,000	>50K
51	Private	279,156	HS-grad	9	Married-civ-spouse	Exec-managerial	Husband	White	Male	7,298	40	United-States	Middle-aged	729,800,000	>50K
46	Self-emp-not-inc	176,319	HS-grad	9	Married-civ-spouse	Sales	Own-child	White	Female	7,298	40	United-States	Middle-aged	729,800,000	>50K
44	Federal-gov	469,454	Assoc-voc	11	Married-civ-spouse	Protective-serv	Husband	White	Male	7,298	48	United-States	Middle-aged	729,800,000	>50K
34	Private	191,856	Some-college	10	Married-civ-spouse	Exec-managerial	Wife	White	Female	7,298	40	United-States	Middle-aged	729,800,000	>50K
36	Private	115,834	Assoc-voc	11	Married-civ-spouse	Exec-managerial	Wife	White	Female	7,298	55	United-States	Middle-aged	729,800,000	>50K
35	Local-gov	302,149	Bachelors	13	Married-civ-spouse	Sales	Husband	Asian-Pac-Islander	Male	7,298	40	Philippines	Middle-aged	729,800,000	>50K
40	Private	409,922	Some-college	10	Married-civ-spouse	Prof-specialty	Husband	White	Male	7,298	40	United-States	Middle-aged	729,800,000	>50K
38	Private	187,870	Bachelors	13	Married-civ-spouse	Prof-specialty	Husband	White	Male	7,298	50	United-States	Middle-aged	729,800,000	>50K
33	Private	168,030	Some-college	10	Married-civ-spouse	Prof-specialty	Wife	White	Female	7,298	21	United-States	Middle-aged	729,800,000	>50K
55	Self-emp-not-inc	157,486	Masters	14	Married-civ-spouse	Prof-specialty	Husband	White	Male	7,298	40	United-States	Middle-aged	729,800,000	>50K
28	Private	233,796	Some-college	10	Married-civ-spouse	Adm-clerical	Wife	White	Female	7,298	32	United-States	Young	729,800,000	>50K
43	Federal-gov	195,897	HS-grad	9	Married-civ-spouse	Farming-fishing	Husband	White	Male	7,298	40	United-States	Middle-aged	729,800,000	>50K
40	Private	48,087	HS-grad	9	Married-civ-spouse	Sales	Husband	White	Male	7,298	45	United-States	Middle-aged	729,800,000	>50K
51	Self-emp-not-inc	246,820	HS-grad	9	Married-civ-spouse	Craft-repair	Husband	White	Male	7,298	48	United-States	Middle-aged	729,800,000	>50K
40	Local-gov	153,031	Masters	14	Married-civ-spouse	Prof-specialty	Husband	White	Male	7,298	35	United-States	Middle-aged	729,800,000	>50K
49	Private	139,268	HS-grad	9	Married-civ-spouse	Craft-repair	Husband	White	Male	7,298	40	United-States	Middle-aged	729,800,000	>50K
39	Local-gov	267,893	Assoc-acdm	12	Married-civ-spouse	Craft-repair	Husband	Black	Male	7,298	40	United-States	Middle-aged	729,800,000	>50K
27	Private	224,105	HS-grad	9	Married-civ-spouse	Machine-op-inspct	Husband	White	Male	7,298	40	United-States	Young	729,800,000	>50K
45	Private	34,419	Some-college	10	Married-civ-spouse	Exec-managerial	Husband	White	Male	7,298	40	United-States	Middle-aged	729,800,000	>50K
60	Private	109,530	Assoc-voc	11	Married-civ-spouse	Tech-support	Husband	White	Male	7,298	40	United-States	Senior	729,800,000	>50K
60	Private	116,707	Some-college	10	Married-civ-spouse	Sales	Husband	White	Male	7,298	40	United-States	Senior	729,800,000	>50K
47	Private	185,041	Some-college	10	Married-civ-spouse	Craft-repair	Husband	White	Male	7,298	40	United-States	Middle-aged	729,800,000	>50K
43	Private	152,958	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	7,298	40	United-States	Middle-aged	729,800,000	>50K
31	Private	246,439	Some-college	10	Married-civ-spouse	Farming-fishing	Husband	White	Male	7,298	50	United-States	Middle-aged	729,800,000	>50K
62	?	191,118	Some-college	10	Married-civ-spouse	?	Husband	White	Male	7,298	40	United-States	Senior	729,800,000	>50K
52	Private	74,275	Some-college	10	Married-civ-spouse	Sales	Husband	White	Male	7,298	45	United-States	Middle-aged	729,800,000	>50K
34	Private	199,934	Some-college	10	Married-civ-spouse	Machine-op-inspct	Husband	Black	Male	7,298	40	United-States	Middle-aged	729,800,000	>50K
44	Private	54,310	Masters	14	Married-civ-spouse	Prof-specialty	Husband	White	Male	7,298	40	United-States	Middle-aged	729,800,000	>50K
49	Local-gov	269,527	Masters	14	Married-civ-spouse	Prof-specialty	Husband	White	Male	7,298	40	United-States	Middle-aged	729,800,000	>50K
50	Private	268,553	HS-grad	9	Married-civ-spouse	Transport-moving	Husband	White	Male	7,298	40	United-States	Middle-aged	729,800,000	>50K
26	Private	94,477	Some-college	10	Married-civ-spouse	Transport-moving	Husband	White	Male	7,298	55	United-States	Young	729,800,000	>50K
46	Private	321,327	Some-college	10	Married-civ-spouse	Transport-moving	Husband	White	Male	7,298	45	United-States	Middle-aged	729,800,000	>50K
45	Local-gov	348,172	Bachelors	13	Married-civ-spouse	Farming-fishing	Husband	Asian-Pac-Islander	Male	7,298	40	United-States	Middle-aged	729,800,000	>50K
36	State-gov	86,805	Some-college	10	Married-civ-spouse	Exec-managerial	Wife	White	Female	7,298	39	United-States	Middle-aged	729,800,000	>50K
41	Self-emp-not-inc	100,800	Masters	14	Married-civ-spouse	Exec-managerial	Husband	White	Male	7,298	70	United-States	Middle-aged	729,800,000	>50K
60	Private	282,923	Some-college	10	Married-civ-spouse	Prof-specialty	Husband	White	Male	7,298	40	United-States	Senior	729,800,000	>50K
45	Private	174,533	Some-college	10	Married-civ-spouse	Transport-moving	Husband	White	Male	7,298	50	United-States	Middle-aged	729,800,000	>50K
44	Self-emp-not-inc	127,482	HS-grad	9	Married-civ-spouse	Craft-repair	Husband	White	Male	7,298	50	England	Middle-aged	729,800,000	>50K
34	Private	252,646	Some-college	10	Married-civ-spouse	Prof-specialty	Husband	White	Male	7,298	50	United-States	Middle-aged	729,800,000	>50K
51	Private	137,815	Some-college	10	Married-civ-spouse	Adm-clerical	Husband	White	Male	7,298	40	United-States	Middle-aged	729,800,000	>50K
35	Federal-gov	49,657	Bachelors	13	Married-civ-spouse	Prof-specialty	Husband	White	Male	7,298	40	United-States	Middle-aged	729,800,000	>50K
54	Private	35,557	Some-college	10	Married-civ-spouse	Sales	Husband	White	Male	7,298	50	United-States	Middle-aged	729,800,000	>50K
53	Private	386,773	HS-grad	9	Married-civ-spouse	Craft-repair	Husband	White	Male	7,298	40	United-States	Middle-aged	729,800,000	>50K
51	Private	162,745	HS-grad	9	Married-civ-spouse	Craft-repair	Husband	White	Male	7,298	50	United-States	Middle-aged	729,800,000	>50K
40	Self-emp-not-inc	26,892	Bachelors	13	Married-AF-spouse	Prof-specialty	Husband	White	Male	7,298	50	United-States	Middle-aged	729,800,000	>50K
42	Private	149,210	Bachelors	13	Married-civ-spouse	Prof-specialty	Husband	White	Male	7,298	45	United-States	Middle-aged	729,800,000	>50K
50	Self-emp-inc	155,574	Masters	14	Married-civ-spouse	Prof-specialty	Husband	White	Male	7,298	50	United-States	Middle-aged	729,800,000	>50K
51	Private	48,343	Masters	14	Married-civ-spouse	Exec-managerial	Husband	White	Male	7,298	50	United-States	Middle-aged	729,800,000	>50K
33	Private	188,246	Masters	14	Married-civ-spouse	Exec-managerial	Husband	White	Male	7,298	45	United-States	Middle-aged	729,800,000	>50K
48	Private	83,444	HS-grad	9	Married-civ-spouse	Prof-specialty	Husband	White	Male	7,298	40	United-States	Middle-aged	729,800,000	>50K
40	Private	124,747	HS-grad	9	Married-civ-spouse	Craft-repair	Wife	White	Female	7,298	40	United-States	Middle-aged	729,800,000	>50K
36	Private	169,426	HS-grad	9	Married-civ-spouse	Machine-op-inspct	Husband	White	Male	7,298	40	United-States	Middle-aged	729,800,000	>50K
27	Private	190,525	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	7,298	55	United-States	Young	729,800,000	>50K
37	Private	263,094	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	7,298	40	United-States	Middle-aged	729,800,000	>50K
54	Self-emp-inc	357,596	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	7,298	55	United-States	Middle-aged	729,800,000	>50K
36	Private	171,393	Masters	14	Married-civ-spouse	Prof-specialty	Husband	White	Male	7,298	55	United-States	Middle-aged	729,800,000	>50K
46	Private	98,637	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	7,298	50	United-States	Middle-aged	729,800,000	>50K
38	Private	43,712	Bachelors	13	Married-civ-spouse	Prof-specialty	Husband	White	Male	7,298	60	United-States	Middle-aged	729,800,000	>50K
38	Private	122,076	Some-college	10	Married-civ-spouse	Transport-moving	Husband	White	Male	7,298	43	United-States	Middle-aged	729,800,000	>50K
45	Private	192,776	Bachelors	13	Married-civ-spouse	Craft-repair	Husband	White	Male	7,298	55	United-States	Middle-aged	729,800,000	>50K
48	Private	248,254	Some-college	10	Married-civ-spouse	Prof-specialty	Wife	White	Female	7,298	40	United-States	Middle-aged	729,800,000	>50K
60	Private	178,312	HS-grad	9	Married-civ-spouse	Sales	Husband	White	Male	7,298	65	United-States	Senior	729,800,000	>50K
58	Self-emp-inc	78,104	Some-college	10	Married-civ-spouse	Exec-managerial	Husband	White	Male	7,298	60	United-States	Middle-aged	729,800,000	>50K
42	Private	171,424	Bachelors	13	Married-civ-spouse	Tech-support	Husband	White	Male	7,298	45	United-States	Middle-aged	729,800,000	>50K
51	Private	138,852	HS-grad	9	Married-civ-spouse	Other-service	Husband	White	Male	7,298	40	El-Salvador	Middle-aged	729,800,000	>50K
42	Federal-gov	34,218	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	7,298	50	United-States	Middle-aged	729,800,000	>50K
44	Private	235,786	Some-college	10	Married-civ-spouse	Prof-specialty	Husband	White	Male	7,298	45	United-States	Middle-aged	729,800,000	>50K
32	Private	195,000	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	7,298	45	United-States	Middle-aged	729,800,000	>50K
60	Federal-gov	119,832	Some-college	10	Married-civ-spouse	Adm-clerical	Husband	White	Male	7,298	40	United-States	Senior	729,800,000	>50K
49	Private	195,612	Some-college	10	Married-civ-spouse	Exec-managerial	Husband	White	Male	7,298	40	United-States	Middle-aged	729,800,000	>50K
31	State-gov	373,432	Bachelors	13	Married-civ-spouse	Prof-specialty	Husband	White	Male	7,298	55	United-States	Middle-aged	729,800,000	>50K
45	Private	25,649	Some-college	10	Married-civ-spouse	Transport-moving	Husband	White	Male	7,298	50	United-States	Middle-aged	729,800,000	>50K
55	Private	227,856	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	7,298	60	United-States	Middle-aged	729,800,000	>50K

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