Datasets:

meghana
/

adult_income_dataset

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train · 48.8k rows

age int64 17 90	workclass stringclasses 9 values	fnlwgt int64 12.3k 1.49M	education stringclasses 16 values	educational-num int64 1 16	marital-status stringclasses 7 values	occupation stringclasses 15 values	relationship stringclasses 6 values	race stringclasses 5 values	gender stringclasses 2 values	capital-gain int64 0 100k	capital-loss int64 0 4.36k	hours-per-week int64 1 99	native-country stringlengths 1 26	income stringclasses 2 values
51	?	189,762	Some-college	10	Married-civ-spouse	?	Wife	White	Female	0	0	18	United-States	<=50K
33	Private	202,191	Some-college	10	Never-married	Adm-clerical	Unmarried	Black	Female	0	0	35	United-States	<=50K
22	Private	212,261	Some-college	10	Never-married	Transport-moving	Own-child	Black	Male	0	0	39	United-States	<=50K
58	Self-emp-not-inc	301,568	9th	5	Widowed	Other-service	Not-in-family	White	Female	0	0	40	United-States	<=50K
52	Local-gov	155,233	HS-grad	9	Widowed	Adm-clerical	Unmarried	White	Female	0	0	28	United-States	<=50K
36	Private	75,826	10th	6	Separated	Machine-op-inspct	Not-in-family	White	Female	0	0	40	United-States	<=50K
41	Local-gov	201,520	HS-grad	9	Married-civ-spouse	Protective-serv	Husband	White	Male	0	0	40	United-States	<=50K
28	Private	154,236	HS-grad	9	Never-married	Transport-moving	Own-child	White	Male	2,597	0	40	United-States	<=50K
19	Private	289,227	Some-college	10	Never-married	Handlers-cleaners	Own-child	Black	Male	0	0	16	United-States	<=50K
18	Private	217,439	HS-grad	9	Never-married	Other-service	Not-in-family	White	Female	0	0	28	United-States	<=50K
18	Private	179,020	HS-grad	9	Never-married	Machine-op-inspct	Own-child	White	Female	0	0	48	United-States	<=50K
28	Private	149,624	Some-college	10	Married-civ-spouse	Craft-repair	Husband	White	Male	0	0	40	United-States	<=50K
29	Private	337,266	Assoc-voc	11	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	0	40	United-States	>50K
20	?	30,796	HS-grad	9	Never-married	?	Own-child	White	Female	0	0	20	United-States	<=50K
40	Private	103,541	Some-college	10	Married-civ-spouse	Handlers-cleaners	Husband	White	Male	0	0	40	United-States	<=50K
26	Private	206,721	HS-grad	9	Never-married	Handlers-cleaners	Unmarried	White	Male	0	0	40	United-States	<=50K
46	Private	96,773	HS-grad	9	Married-civ-spouse	Craft-repair	Husband	White	Male	0	0	40	United-States	<=50K
23	Private	200,967	11th	7	Never-married	Other-service	Not-in-family	White	Female	0	0	24	United-States	<=50K
44	Private	180,019	HS-grad	9	Married-spouse-absent	Adm-clerical	Unmarried	White	Female	0	0	40	United-States	<=50K
43	Private	179,866	Bachelors	13	Divorced	Sales	Unmarried	White	Female	0	0	40	United-States	>50K
31	Local-gov	198,770	Bachelors	13	Divorced	Prof-specialty	Unmarried	White	Female	0	0	60	United-States	<=50K
18	Private	219,256	Some-college	10	Never-married	Sales	Own-child	White	Female	0	0	25	United-States	<=50K
19	Private	248,730	Some-college	10	Never-married	Protective-serv	Own-child	White	Male	0	0	30	United-States	<=50K
41	Private	110,732	Some-college	10	Divorced	Tech-support	Not-in-family	White	Female	0	0	40	United-States	<=50K
41	Private	181,020	HS-grad	9	Divorced	Handlers-cleaners	Unmarried	White	Female	0	0	40	United-States	<=50K
69	Private	183,791	HS-grad	9	Divorced	Adm-clerical	Not-in-family	White	Female	0	0	25	United-States	<=50K
48	Federal-gov	42,972	Doctorate	16	Married-civ-spouse	Prof-specialty	Wife	White	Female	0	0	40	United-States	>50K
28	Private	134,813	HS-grad	9	Never-married	Prof-specialty	Own-child	White	Male	0	0	40	United-States	<=50K
27	Self-emp-not-inc	115,438	HS-grad	9	Married-civ-spouse	Craft-repair	Husband	White	Male	0	0	60	Ireland	>50K
41	Private	239,296	Masters	14	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	2,415	50	United-States	>50K
41	Private	428,420	Some-college	10	Married-civ-spouse	Adm-clerical	Husband	White	Male	0	0	40	United-States	<=50K
24	Private	247,846	HS-grad	9	Never-married	Craft-repair	Unmarried	Black	Female	0	0	40	United-States	<=50K
20	?	334,105	HS-grad	9	Never-married	?	Not-in-family	White	Female	0	0	40	United-States	<=50K
42	Self-emp-inc	100,793	Doctorate	16	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	0	41	United-States	>50K
57	Private	244,478	HS-grad	9	Married-civ-spouse	Craft-repair	Husband	Black	Male	0	0	48	United-States	<=50K
30	Private	142,921	Assoc-acdm	12	Never-married	Prof-specialty	Not-in-family	White	Female	0	0	40	United-States	<=50K
36	Private	182,863	HS-grad	9	Married-civ-spouse	Sales	Husband	White	Male	0	0	60	United-States	>50K
49	Private	171,128	7th-8th	4	Married-civ-spouse	Machine-op-inspct	Husband	Black	Male	0	0	40	United-States	<=50K
33	Private	145,402	HS-grad	9	Married-civ-spouse	Machine-op-inspct	Wife	White	Female	0	0	35	United-States	<=50K
23	Private	306,309	10th	6	Married-civ-spouse	Farming-fishing	Husband	White	Male	0	0	40	United-States	<=50K
46	Private	83,822	Masters	14	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	0	40	United-States	<=50K
18	Private	262,118	Some-college	10	Never-married	Adm-clerical	Own-child	Asian-Pac-Islander	Female	0	0	22	Germany	<=50K
40	Private	155,972	HS-grad	9	Married-civ-spouse	Exec-managerial	Husband	White	Male	7,688	0	55	United-States	>50K
43	Self-emp-inc	214,503	HS-grad	9	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	1,887	45	United-States	>50K
34	Private	159,303	Masters	14	Never-married	Prof-specialty	Own-child	White	Female	0	0	30	United-States	<=50K
47	Self-emp-not-inc	174,995	HS-grad	9	Widowed	Exec-managerial	Not-in-family	White	Female	0	0	30	United-States	<=50K
44	Private	26,669	Assoc-voc	11	Widowed	Exec-managerial	Unmarried	White	Female	0	0	30	United-States	<=50K
33	Private	177,727	HS-grad	9	Married-civ-spouse	Sales	Husband	White	Male	0	0	40	United-States	>50K
55	Private	124,771	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	15,024	0	50	United-States	>50K
19	Private	456,736	HS-grad	9	Never-married	Sales	Not-in-family	White	Male	2,907	0	30	United-States	<=50K
28	Private	216,604	Some-college	10	Never-married	Other-service	Not-in-family	Black	Male	0	0	14	United-States	<=50K
27	Private	221,561	11th	7	Married-civ-spouse	Other-service	Wife	Black	Female	0	0	32	United-States	<=50K
50	Private	114,564	7th-8th	4	Married-civ-spouse	Machine-op-inspct	Husband	White	Male	0	0	20	United-States	<=50K
22	Private	315,476	11th	7	Never-married	Craft-repair	Unmarried	White	Male	0	0	40	United-States	<=50K
40	State-gov	67,874	Bachelors	13	Married-civ-spouse	Adm-clerical	Husband	White	Male	0	1,887	45	United-States	>50K
25	Private	126,110	Some-college	10	Never-married	Adm-clerical	Own-child	White	Female	0	0	40	United-States	<=50K
26	Local-gov	102,264	HS-grad	9	Never-married	Craft-repair	Not-in-family	White	Male	0	0	40	United-States	<=50K
22	Private	537,222	Bachelors	13	Never-married	Sales	Not-in-family	White	Male	0	0	25	United-States	<=50K
42	Private	113,732	Some-college	10	Never-married	Handlers-cleaners	Unmarried	Black	Female	0	625	40	United-States	<=50K
38	Self-emp-inc	93,225	Bachelors	13	Divorced	Exec-managerial	Not-in-family	White	Male	0	0	40	United-States	<=50K
55	Private	43,064	11th	7	Married-civ-spouse	Other-service	Husband	White	Male	0	0	30	United-States	<=50K
32	Private	136,921	HS-grad	9	Married-civ-spouse	Sales	Husband	White	Male	0	0	40	United-States	<=50K
22	Private	388,885	HS-grad	9	Married-civ-spouse	Craft-repair	Husband	White	Male	0	0	45	United-States	<=50K
29	Private	142,249	Bachelors	13	Never-married	Sales	Own-child	White	Male	0	0	40	United-States	<=50K
46	State-gov	56,841	Masters	14	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	0	45	United-States	>50K
31	Private	156,493	Some-college	10	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	0	40	United-States	>50K
58	Self-emp-not-inc	159,021	Doctorate	16	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	0	16	United-States	>50K
42	Private	190,910	HS-grad	9	Married-civ-spouse	Craft-repair	Husband	White	Male	0	0	45	United-States	<=50K
18	Private	41,879	HS-grad	9	Never-married	Handlers-cleaners	Unmarried	White	Male	0	0	25	United-States	<=50K
58	Local-gov	137,249	HS-grad	9	Divorced	Exec-managerial	Not-in-family	White	Male	0	0	33	United-States	<=50K
54	Private	236,157	HS-grad	9	Married-civ-spouse	Prof-specialty	Husband	White	Male	0	1,887	40	United-States	>50K
34	Private	189,759	Masters	14	Never-married	Prof-specialty	Not-in-family	White	Male	0	0	40	United-States	<=50K
26	Private	239,877	Bachelors	13	Never-married	Adm-clerical	Not-in-family	White	Female	0	0	40	United-States	<=50K
61	Private	21,175	12th	8	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	0	60	United-States	<=50K
48	Local-gov	67,229	Masters	14	Separated	Adm-clerical	Unmarried	Black	Female	0	0	40	United-States	<=50K
36	Private	236,391	Some-college	10	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	0	45	United-States	>50K
24	Private	325,596	Assoc-voc	11	Married-civ-spouse	Machine-op-inspct	Husband	White	Male	0	0	45	United-States	<=50K
40	Private	83,411	Some-college	10	Married-civ-spouse	Machine-op-inspct	Husband	White	Male	0	0	37	United-States	<=50K
33	Self-emp-inc	154,227	HS-grad	9	Married-civ-spouse	Sales	Husband	White	Male	0	0	50	United-States	>50K
37	Private	248,010	Some-college	10	Married-civ-spouse	Machine-op-inspct	Husband	White	Male	0	1,887	40	United-States	>50K
34	Private	198,613	Masters	14	Never-married	Exec-managerial	Own-child	White	Male	4,650	0	40	United-States	<=50K
56	Self-emp-inc	321,529	Some-college	10	Married-civ-spouse	Exec-managerial	Husband	White	Male	15,024	0	40	United-States	>50K
28	?	168,524	HS-grad	9	Married-civ-spouse	?	Own-child	White	Female	0	0	38	United-States	>50K
37	Private	203,079	Bachelors	13	Widowed	Exec-managerial	Not-in-family	White	Female	0	0	55	United-States	<=50K
44	Private	284,652	HS-grad	9	Divorced	Sales	Unmarried	Black	Female	0	0	40	United-States	<=50K
64	?	201,368	Some-college	10	Married-civ-spouse	?	Husband	White	Male	0	0	8	United-States	<=50K
54	Private	59,840	HS-grad	9	Divorced	Handlers-cleaners	Not-in-family	White	Male	0	0	45	United-States	<=50K
23	Private	52,753	HS-grad	9	Never-married	Machine-op-inspct	Not-in-family	White	Male	0	0	50	United-States	<=50K
34	State-gov	513,100	Bachelors	13	Married-spouse-absent	Farming-fishing	Not-in-family	Black	Male	0	0	40	?	<=50K
22	Private	199,266	HS-grad	9	Never-married	Other-service	Not-in-family	White	Female	0	0	45	United-States	<=50K
33	Private	196,385	Bachelors	13	Married-civ-spouse	Exec-managerial	Husband	White	Male	0	1,977	40	United-States	>50K
39	Private	163,205	Bachelors	13	Separated	Prof-specialty	Not-in-family	White	Male	0	0	50	United-States	>50K
47	Private	411,047	Some-college	10	Divorced	Adm-clerical	Not-in-family	Black	Female	0	0	37	United-States	<=50K
79	?	48,574	7th-8th	4	Widowed	?	Not-in-family	White	Male	0	0	40	United-States	<=50K
26	Private	209,440	HS-grad	9	Never-married	Prof-specialty	Unmarried	Black	Female	0	0	55	United-States	<=50K
31	Private	56,964	Some-college	10	Divorced	Exec-managerial	Unmarried	White	Female	0	0	40	United-States	<=50K
44	Private	299,197	Some-college	10	Never-married	Transport-moving	Not-in-family	White	Male	0	0	45	United-States	<=50K
42	Self-emp-inc	240,628	Prof-school	15	Married-civ-spouse	Prof-specialty	Wife	White	Female	0	0	50	United-States	>50K
19	Private	355,313	HS-grad	9	Never-married	Machine-op-inspct	Not-in-family	White	Female	0	0	40	United-States	<=50K
27	Private	132,267	HS-grad	9	Married-civ-spouse	Handlers-cleaners	Husband	White	Male	0	0	40	United-States	>50K