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jlh
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uci-census-income-94

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train · 200k rows

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age stringclasses 10 values	class_of_worker int64 0 51	detailed_industry_recode int64 0 46	detailed_occupation_recode stringclasses 17 values	wage_per_hour stringclasses 3 values	enroll_in_edu_inst_last_wk stringclasses 7 values	marital_stat stringclasses 24 values	major_industry_code stringclasses 15 values	major_occupation_code stringclasses 5 values	race stringclasses 10 values	hispanic_origin stringclasses 2 values	sex stringclasses 3 values	member_of_a_labor_union stringclasses 6 values	reason_for_unemployment stringclasses 8 values	full_or_part_time_employment_stat int64 0 100k	capital_losses int64 0 100k	dividends_from_stocks stringclasses 6 values	tax_filer_stat stringclasses 6 values	region_of_previous_residence stringlengths 2 21	state_of_previous_residence stringlengths 12 48	detailed_household_and_family_stat stringclasses 8 values	detailed_household_summary_in_household float64 37.9 18.7k	migration_code-change_in_msa stringclasses 10 values	migration_code-change_in_reg stringclasses 9 values	migration_code-move_within_reg stringclasses 10 values	live_in_this_house_1_year_ago stringclasses 3 values	migration_prev_res_in_sunbelt stringclasses 4 values	num_persons_worked_for_employer int64 0 6	family_members_under_18 stringclasses 5 values	country_of_birth_father stringlengths 2 29	country_of_birth_mother stringlengths 2 29	country_of_birth_self stringlengths 2 29	citizenship stringclasses 5 values	own_business_or_self_employed int64 0 2	fill_inc_questionnaire_for_veteran's_admin stringclasses 3 values	veterans_benefits int64 0 2	weeks_worked_in_year int64 0 52	year int64 94 95	income class label 2 classes
State government	44	42	7th and 8th grade	Not in universe	Widowed	Social services	Handlers equip cleaners etc	White	All other	Female	Not in universe	Not in universe	Children or Armed Forces	0	0	Single	Not in universe	Not in universe	Nonfamily householder	Householder	2,358.27	Nonmover	Nonmover	Nonmover	Yes	Not in universe	5	Not in universe	?	United-States	United-States	Native- Born in the United States	0	Not in universe	2	52	94	0 - 50000.
Not in universe	0	0	Children	Not in universe	Never married	Not in universe or children	Not in universe	White	All other	Female	Not in universe	Not in universe	Children or Armed Forces	0	0	Nonfiler	Not in universe	Not in universe	Child under 18 of RP of unrel subfamily	Nonrelative of householder	2,238.27	Nonmover	Nonmover	Nonmover	Yes	Not in universe	0	Mother only present	United-States	United-States	United-States	Native- Born in the United States	0	Not in universe	0	0	94	0 - 50000.
Federal government	29	2	Some college but no degree	Not in universe	Married-civilian spouse present	Transportation	Executive admin and managerial	White	Other Spanish	Male	Not in universe	Not in universe	PT for non-econ reasons usually FT	0	0	Joint both under 65	Not in universe	Not in universe	Householder	Householder	1,668.75	?	?	?	Not in universe under 1 year old	?	4	Not in universe	United-States	United-States	United-States	Native- Born in the United States	2	Not in universe	2	48	95	0 - 50000.
Private	33	29	11th grade	Not in universe	Never married	Retail trade	Other service	White	All other	Female	Not in universe	Not in universe	Full-time schedules	0	0	Head of household	Not in universe	Not in universe	Householder	Householder	3,790.89	?	?	?	Not in universe under 1 year old	?	6	Not in universe	United-States	United-States	United-States	Native- Born in the United States	2	Not in universe	2	52	95	0 - 50000.
Private	22	36	High school graduate	Not in universe	Married-civilian spouse present	Manufacturing-nondurable goods	Machine operators assmblrs & inspctrs	White	Mexican (Mexicano)	Female	Not in universe	Not in universe	Full-time schedules	0	0	Joint both under 65	Not in universe	Not in universe	Spouse of householder	Spouse of householder	2,226.6	?	?	?	Not in universe under 1 year old	?	4	Not in universe	Mexico	Mexico	Mexico	Foreign born- Not a citizen of U S	0	Not in universe	2	52	95	0 - 50000.
Private	34	3	High school graduate	Not in universe	Married-civilian spouse present	Finance insurance and real estate	Executive admin and managerial	White	Other Spanish	Female	Not in universe	Not in universe	PT for non-econ reasons usually FT	0	0	Joint both under 65	Not in universe	Not in universe	Spouse of householder	Spouse of householder	270.24	?	?	?	Not in universe under 1 year old	?	6	Not in universe	United-States	United-States	United-States	Native- Born in the United States	0	Not in universe	2	52	95	0 - 50000.
Not in universe	0	0	Children	Not in universe	Never married	Not in universe or children	Not in universe	White	All other	Female	Not in universe	Not in universe	Children or Armed Forces	0	0	Nonfiler	Not in universe	Not in universe	Child <18 never marr not in subfamily	Child under 18 never married	1,796.74	Nonmover	Nonmover	Nonmover	Yes	Not in universe	0	Both parents present	United-States	United-States	United-States	Native- Born in the United States	0	Not in universe	0	0	94	0 - 50000.
Self-employed-incorporated	33	16	Some college but no degree	Not in universe	Never married	Retail trade	Sales	Other	Central or South American	Female	Not in universe	Not in universe	Children or Armed Forces	0	0	Single	Not in universe	Not in universe	Child 18+ never marr Not in a subfamily	Child 18 or older	512.95	Nonmover	Nonmover	Nonmover	Yes	Not in universe	1	Not in universe	?	?	?	Foreign born- U S citizen by naturalization	0	Not in universe	2	52	94	0 - 50000.
Private	4	2	Some college but no degree	Not in universe	Married-spouse absent	Construction	Executive admin and managerial	White	All other	Male	Not in universe	Not in universe	Full-time schedules	0	0	Single	Not in universe	Not in universe	Nonfamily householder	Householder	1,776.29	?	?	?	Not in universe under 1 year old	?	6	Not in universe	Greece	United-States	United-States	Native- Born in the United States	2	Yes	1	52	95	1 50000+.
Local government	43	12	Doctorate degree(PhD EdD)	Not in universe	Married-civilian spouse present	Education	Professional specialty	White	All other	Female	No	Not in universe	Children or Armed Forces	0	0	Joint both under 65	Not in universe	Not in universe	Spouse of householder	Spouse of householder	2,625.77	Nonmover	Nonmover	Nonmover	Yes	Not in universe	6	Not in universe	United-States	United-States	United-States	Native- Born in the United States	2	Not in universe	2	52	94	1 50000+.
Private	33	41	Some college but no degree	Not in universe	Never married	Retail trade	Handlers equip cleaners etc	Amer Indian Aleut or Eskimo	All other	Male	Not in universe	Job leaver	Children or Armed Forces	0	0	Single	Midwest	Wyoming	Nonfamily householder	Householder	2,764.79	MSA to MSA	Different division same region	Different state in Midwest	No	No	4	Not in universe	United-States	Germany	United-States	Native- Born in the United States	0	Not in universe	2	52	94	0 - 50000.
Private	23	37	Some college but no degree	Not in universe	Married-civilian spouse present	Manufacturing-nondurable goods	Machine operators assmblrs & inspctrs	White	All other	Female	Not in universe	Not in universe	PT for non-econ reasons usually FT	0	0	Joint both under 65	Not in universe	Not in universe	Spouse of householder	Spouse of householder	2,280.93	?	?	?	Not in universe under 1 year old	?	5	Not in universe	United-States	United-States	United-States	Native- Born in the United States	0	Not in universe	2	52	95	0 - 50000.
Not in universe	0	0	High school graduate	Not in universe	Married-civilian spouse present	Not in universe or children	Not in universe	White	All other	Female	Not in universe	Not in universe	Not in labor force	0	0	Joint both 65+	Not in universe	Not in universe	Spouse of householder	Spouse of householder	1,478.04	?	?	?	Not in universe under 1 year old	?	0	Not in universe	United-States	United-States	United-States	Native- Born in the United States	0	Not in universe	2	0	95	0 - 50000.
Private	9	37	9th grade	Not in universe	Divorced	Manufacturing-durable goods	Machine operators assmblrs & inspctrs	White	Central or South American	Female	Not in universe	Not in universe	Full-time schedules	0	0	Single	Not in universe	Not in universe	Householder	Householder	743.66	?	?	?	Not in universe under 1 year old	?	4	Not in universe	Dominican-Republic	Dominican-Republic	Dominican-Republic	Foreign born- Not a citizen of U S	0	Not in universe	2	52	95	0 - 50000.
Private	33	19	10th grade	Not in universe	Widowed	Retail trade	Sales	White	All other	Female	Not in universe	Not in universe	Children or Armed Forces	0	0	Single	South	North Dakota	Householder	Householder	1,302.34	NonMSA to nonMSA	Same county	Same county	No	Yes	6	Not in universe	United-States	United-States	United-States	Native- Born in the United States	0	Not in universe	2	52	94	0 - 50000.
Not in universe	0	0	High school graduate	Not in universe	Widowed	Not in universe or children	Not in universe	White	All other	Female	Not in universe	Not in universe	Not in labor force	0	0	Single	Not in universe	Not in universe	Nonfamily householder	Householder	3,255.8	?	?	?	Not in universe under 1 year old	?	0	Not in universe	?	United-States	United-States	Native- Born in the United States	0	Not in universe	2	0	95	0 - 50000.
Not in universe	0	0	Children	Not in universe	Never married	Not in universe or children	Not in universe	Black	All other	Male	Not in universe	Not in universe	Children or Armed Forces	0	0	Nonfiler	South	Utah	Child under 18 of RP of unrel subfamily	Nonrelative of householder	2,733.75	MSA to MSA	Same county	Same county	No	Yes	0	Mother only present	United-States	United-States	United-States	Native- Born in the United States	0	Not in universe	0	0	94	0 - 50000.
Private	43	26	Bachelors degree(BA AB BS)	Not in universe	Never married	Education	Adm support including clerical	Other	Mexican-American	Male	No	Not in universe	Full-time schedules	6,849	0	Single	Not in universe	Not in universe	Nonfamily householder	Householder	908.14	?	?	?	Not in universe under 1 year old	?	6	Not in universe	Mexico	Mexico	Mexico	Foreign born- Not a citizen of U S	2	Not in universe	2	52	95	0 - 50000.
Not in universe	0	0	7th and 8th grade	Not in universe	Married-civilian spouse present	Not in universe or children	Not in universe	White	All other	Male	Not in universe	Not in universe	Not in labor force	0	0	Joint both 65+	Not in universe	Not in universe	Householder	Householder	955.27	?	?	?	Not in universe under 1 year old	?	0	Not in universe	Canada	United-States	United-States	Native- Born in the United States	0	Not in universe	2	0	95	0 - 50000.
Self-employed-incorporated	37	2	11th grade	Not in universe	Married-civilian spouse present	Business and repair services	Executive admin and managerial	White	All other	Male	Not in universe	Not in universe	Children or Armed Forces	6,418	9	Joint one under 65 & one 65+	Not in universe	Not in universe	Householder	Householder	687.19	Nonmover	Nonmover	Nonmover	Yes	Not in universe	1	Not in universe	United-States	United-States	United-States	Native- Born in the United States	0	Not in universe	2	52	94	0 - 50000.
Not in universe	0	0	Some college but no degree	Not in universe	Married-civilian spouse present	Not in universe or children	Not in universe	White	All other	Male	Not in universe	Not in universe	Children or Armed Forces	0	157	Joint both under 65	Not in universe	Not in universe	Householder	Householder	1,923.03	?	?	?	Not in universe under 1 year old	?	6	Not in universe	Poland	Poland	Germany	Foreign born- U S citizen by naturalization	0	Not in universe	2	52	95	0 - 50000.
Not in universe	0	0	10th grade	High school	Never married	Not in universe or children	Not in universe	White	All other	Female	Not in universe	Not in universe	Not in labor force	0	0	Nonfiler	Not in universe	Not in universe	Child <18 never marr not in subfamily	Child under 18 never married	4,664.87	?	?	?	Not in universe under 1 year old	?	0	Both parents present	United-States	United-States	United-States	Native- Born in the United States	0	Not in universe	2	0	95	0 - 50000.
Private	42	30	High school graduate	Not in universe	Never married	Medical except hospital	Other service	Black	All other	Female	No	Not in universe	Children or Armed Forces	0	0	Single	Not in universe	Not in universe	Nonfamily householder	Householder	1,830.11	Nonmover	Nonmover	Nonmover	Yes	Not in universe	6	Not in universe	?	?	?	Foreign born- Not a citizen of U S	0	Not in universe	2	52	94	0 - 50000.