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Datasets:
mstz
/
pums

Tasks:
Tabular Classification
Modalities:
Tabular
Text
Languages:
English
Size:
100K - 1M
Tags:
pums
tabular_classification
binary_classification
UCI
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age
int64
0
90
class_of_worker
stringclasses
9 values
detailed_industry_recode
stringlengths
1
2
detailed_occupation_recode
stringlengths
1
2
education
stringclasses
17 values
wage_per_hour
int64
0
10k
enroll_in_edu_inst_last_wk
stringclasses
3 values
marital_stat
stringclasses
7 values
major_industry_code
stringclasses
24 values
major_occupation_code
stringclasses
15 values
race
stringclasses
5 values
hispanic_origin
stringclasses
10 values
sex
stringclasses
2 values
member_of_a_labor_union
stringclasses
3 values
reason_for_unemployment
stringclasses
6 values
full_or_part_time_employment_stat
stringclasses
8 values
capital_gains
int64
0
100k
capital_losses
int64
0
4.61k
dividends_from_stocks
int64
0
100k
tax_filer_stat
stringclasses
6 values
region_of_previous_residence
stringclasses
6 values
state_of_previous_residence
stringlengths
1
20
detailed_household_and_family_stat
stringlengths
11
47
detailed_household_summary_in_household
stringclasses
8 values
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
1
28
country_of_birth_mother
stringlengths
1
28
country_of_birth_self
stringlengths
1
28
citizenship
stringclasses
5 values
own_business_or_self_employed
int64
0
2
fill_inc_questionnaire_for_veteran_admin
stringclasses
3 values
veterans_benefits
int64
0
2
weeks_worked_in_year
int64
0
52
year
int64
94
95
class
class label
2 classes
73
Not in universe
0
0
High school graduate
0
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
0
Nonfiler
Not in universe
Not in universe
Other Rel 18+ ever marr not in subfamily
Other relative of householder
?
?
?
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
00
58
Self-employed-not incorporated
4
34
Some college but no degree
0
Not in universe
Divorced
Construction
Precision production craft & repair
White
All other
Male
Not in universe
Not in universe
Children or Armed Forces
0
0
0
Head of household
South
Arkansas
Householder
Householder
MSA to MSA
Same county
Same county
No
Yes
1
Not in universe
United-States
United-States
United-States
Native- Born in the United States
0
Not in universe
2
52
94
00
18
Not in universe
0
0
10th grade
0
High school
Never married
Not in universe or children
Not in universe
Asian or Pacific Islander
All other
Female
Not in universe
Not in universe
Not in labor force
0
0
0
Nonfiler
Not in universe
Not in universe
Child 18+ never marr Not in a subfamily
Child 18 or older
?
?
?
Not in universe under 1 year old
?
0
Not in universe
Vietnam
Vietnam
Vietnam
Foreign born- Not a citizen of U S
0
Not in universe
2
0
95
00
9
Not in universe
0
0
Children
0
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
0
Nonfiler
Not in universe
Not in universe
Child <18 never marr not in subfamily
Child under 18 never married
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
00
10
Not in universe
0
0
Children
0
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
0
Nonfiler
Not in universe
Not in universe
Child <18 never marr not in subfamily
Child under 18 never married
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
00
48
Private
40
10
Some college but no degree
1,200
Not in universe
Married-civilian spouse present
Entertainment
Professional specialty
Amer Indian Aleut or Eskimo
All other
Female
No
Not in universe
Full-time schedules
0
0
0
Joint both under 65
Not in universe
Not in universe
Spouse of householder
Spouse of householder
?
?
?
Not in universe under 1 year old
?
1
Not in universe
Philippines
United-States
United-States
Native- Born in the United States
2
Not in universe
2
52
95
00
42
Private
34
3
Bachelors degree(BA AB BS)
0
Not in universe
Married-civilian spouse present
Finance insurance and real estate
Executive admin and managerial
White
All other
Male
Not in universe
Not in universe
Children or Armed Forces
5,178
0
0
Joint both under 65
Not in universe
Not in universe
Householder
Householder
Nonmover
Nonmover
Nonmover
Yes
Not in universe
6
Not in universe
United-States
United-States
United-States
Native- Born in the United States
0
Not in universe
2
52
94
00
28
Private
4
40
High school graduate
0
Not in universe
Never married
Construction
Handlers equip cleaners etc
White
All other
Female
Not in universe
Job loser - on layoff
Unemployed full-time
0
0
0
Single
Not in universe
Not in universe
Secondary individual
Nonrelative of householder
?
?
?
Not in universe under 1 year old
?
4
Not in universe
United-States
United-States
United-States
Native- Born in the United States
0
Not in universe
2
30
95
00
47
Local government
43
26
Some college but no degree
876
Not in universe
Married-civilian spouse present
Education
Adm support including clerical
White
All other
Female
No
Not in universe
Full-time schedules
0
0
0
Joint both under 65
Not in universe
Not in universe
Spouse of householder
Spouse of householder
?
?
?
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
00
34
Private
4
37
Some college but no degree
0
Not in universe
Married-civilian spouse present
Construction
Machine operators assmblrs & inspctrs
White
All other
Male
Not in universe
Not in universe
Children or Armed Forces
0
0
0
Joint both under 65
Not in universe
Not in universe
Householder
Householder
Nonmover
Nonmover
Nonmover
Yes
Not in universe
6
Not in universe
United-States
United-States
United-States
Native- Born in the United States
0
Not in universe
2
52
94
00
8
Not in universe
0
0
Children
0
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
0
Nonfiler
Not in universe
Not in universe
Child <18 never marr not in subfamily
Child under 18 never married
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
00
32
Not in universe
0
0
High school graduate
0
Not in universe
Never married
Not in universe or children
Not in universe
Black
All other
Female
Not in universe
Not in universe
Not in labor force
0
0
0
Nonfiler
Not in universe
Not in universe
Other Rel 18+ never marr not in subfamily
Other relative of householder
?
?
?
Not in universe under 1 year old
?
0
Not in universe
?
?
?
Foreign born- Not a citizen of U S
0
Not in universe
2
0
95
00
51
Private
4
34
Some college but no degree
0
Not in universe
Married-civilian spouse present
Construction
Precision production craft & repair
White
Do not know
Male
Not in universe
Not in universe
Children or Armed Forces
0
0
0
Joint both under 65
Not in universe
Not in universe
Householder
Householder
Nonmover
Nonmover
Nonmover
Yes
Not in universe
3
Not in universe
United-States
United-States
United-States
Native- Born in the United States
0
Not in universe
2
52
94
00
46
Private
37
31
High school graduate
0
Not in universe
Divorced
Business and repair services
Other service
White
Central or South American
Female
Not in universe
Not in universe
Children or Armed Forces
0
1,590
0
Single
Not in universe
Not in universe
Householder
Householder
Nonmover
Nonmover
Nonmover
Yes
Not in universe
6
Not in universe
Columbia
Columbia
Columbia
Foreign born- Not a citizen of U S
0
Not in universe
2
52
94
00
26
Private
24
12
Bachelors degree(BA AB BS)
0
Not in universe
Never married
Manufacturing-nondurable goods
Professional specialty
White
All other
Female
Not in universe
Not in universe
Full-time schedules
0
0
0
Single
Not in universe
Not in universe
Nonfamily householder
Householder
?
?
?
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
00
13
Not in universe
0
0
Children
0
Not in universe
Never married
Not in universe or children
Not in universe
Black
All other
Female
Not in universe
Not in universe
Children or Armed Forces
0
0
0
Nonfiler
Not in universe
Not in universe
Child <18 never marr not in subfamily
Child under 18 never married
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
00
47
Private
39
36
Bachelors degree(BA AB BS)
0
Not in universe
Never married
Personal services except private HH
Machine operators assmblrs & inspctrs
White
All other
Female
Not in universe
Not in universe
Full-time schedules
0
0
0
Single
Not in universe
Not in universe
Nonfamily householder
Householder
?
?
?
Not in universe under 1 year old
?
6
Not in universe
Germany
United-States
United-States
Native- Born in the United States
0
Not in universe
2
52
95
00
39
Not in universe
0
0
10th grade
0
Not in universe
Married-civilian spouse present
Not in universe or children
Not in universe
White
Mexican (Mexicano)
Female
Not in universe
Not in universe
Children or Armed Forces
0
0
0
Joint both under 65
Not in universe
Not in universe
Spouse of householder
Spouse of householder
Nonmover
Nonmover
Nonmover
Yes
Not in universe
0
Not in universe
Mexico
Mexico
Mexico
Foreign born- Not a citizen of U S
0
Not in universe
2
0
94
00
16
Not in universe
0
0
10th grade
0
High school
Never married
Not in universe or children
Not in universe
White
Mexican-American
Female
Not in universe
Not in universe
Not in labor force
0
0
0
Nonfiler
Not in universe
Not in universe
Child <18 never marr not in subfamily
Child under 18 never married
?
?
?
Not in universe under 1 year old
?
0
Both parents present
United-States
El-Salvador
United-States
Native- Born in the United States
0
Not in universe
2
0
95
00
35
Private
12
41
High school graduate
0
Not in universe
Married-civilian spouse present
Manufacturing-durable goods
Handlers equip cleaners etc
White
All other
Male
Not in universe
Not in universe
Full-time schedules
0
0
6,000
Joint both under 65
Not in universe
Not in universe
Householder
Householder
?
?
?
Not in universe under 1 year old
?
4
Not in universe
United-States
United-States
United-States
Native- Born in the United States
0
Not in universe
2
49
95
00
12
Not in universe
0
0
Children
0
Not in universe
Never married
Not in universe or children
Not in universe
Other
Mexican-American
Male
Not in universe
Not in universe
Children or Armed Forces
0
0
0
Nonfiler
South
Utah
Child <18 never marr not in subfamily
Child under 18 never married
MSA to MSA
Different region
Different state in South
No
Yes
0
Both parents present
United-States
United-States
United-States
Native- Born in the United States
0
Not in universe
0
0
94
00
27
Self-employed-not incorporated
4
34
Some college but no degree
0
Not in universe
Married-civilian spouse present
Construction
Precision production craft & repair
White
All other
Male
Not in universe
Not in universe
Children or Armed Forces
0
0
0
Joint both under 65
Not in universe
Not in universe
Householder
Householder
Nonmover
Nonmover
Nonmover
Yes
Not in universe
6
Not in universe
United-States
United-States
United-States
Native- Born in the United States
1
Not in universe
2
52
94
00
56
Private
35
22
Some college but no degree
500
Not in universe
Married-civilian spouse present
Finance insurance and real estate
Adm support including clerical
White
All other
Female
No
Not in universe
Full-time schedules
0
0
0
Joint both under 65
Not in universe
Not in universe
Spouse of householder
Spouse of householder
?
?
?
Not in universe under 1 year old
?
2
Not in universe
United-States
United-States
United-States
Native- Born in the United States
2
Not in universe
2
32
95
00
46
Private
45
12
Masters degree(MA MS MEng MEd MSW MBA)
0
Not in universe
Married-civilian spouse present
Other professional services
Professional specialty
White
All other
Male
Not in universe
Not in universe
Children or Armed Forces
0
1,977
100
Joint both under 65
Not in universe
Not in universe
Householder
Householder
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
00
55
Not in universe
0
0
Some college but no degree
0
Not in universe
Married-civilian spouse present
Not in universe or children
Not in universe
Asian or Pacific Islander
All other
Female
Not in universe
Not in universe
Children or Armed Forces
0
0
0
Joint both under 65
Not in universe
Not in universe
Householder
Householder
Nonmover
Nonmover
Nonmover
Yes
Not in universe
0
Not in universe
Japan
United-States
United-States
Native- Born in the United States
0
Not in universe
2
0
94
00
2
Not in universe
0
0
Children
0
Not in universe
Never married
Not in universe or children
Not in universe
White
All other
Male
Not in universe
Not in universe
Children or Armed Forces
0
0
0
Nonfiler
Not in universe
Not in universe
Child <18 never marr not in subfamily
Child under 18 never married
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
00
1
Not in universe
0
0
Children
0
Not in universe
Never married
Not in universe or children
Not in universe
Other
Central or South American
Female
Not in universe
Not in universe
Children or Armed Forces
0
0
0
Nonfiler
Northeast
Michigan
Child <18 never marr not in subfamily
Child under 18 never married
MSA to MSA
Different county same state
Different county same state
No
No
0
Mother only present
?
?
United-States
Native- Born in the United States
0
Not in universe
0
0
94
00
37
Private
3
34
Some college but no degree
0
Not in universe
Married-civilian spouse present
Mining
Precision production craft & repair
White
All other
Male
Not in universe
Not in universe
Full-time schedules
0
0
0
Joint both under 65
Not in universe
Not in universe
Spouse of householder
Spouse of householder
?
?
?
Not in universe under 1 year old
?
3
Not in universe
United-States
United-States
United-States
Native- Born in the United States
0
Not in universe
2
52
95
00
4
Not in universe
0
0
Children
0
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
0
Nonfiler
Not in universe
Not in universe
Child <18 never marr not in subfamily
Child under 18 never married
?
?
?
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
0
0
95
00
37
Private
4
2
Bachelors degree(BA AB BS)
0
Not in universe
Never married
Construction
Executive admin and managerial
White
All other
Male
Not in universe
Not in universe
Children or Armed Forces
0
1,669
700
Single
Not in universe
Not in universe
Secondary individual
Nonrelative of householder
Nonmover
Nonmover
Nonmover
Yes
Not in universe
6
Not in universe
United-States
United-States
United-States
Native- Born in the United States
0
Not in universe
2
52
94
00
63
Private
19
35
Less than 1st grade
0
Not in universe
Married-civilian spouse present
Manufacturing-nondurable goods
Precision production craft & repair
Other
Mexican (Mexicano)
Male
Not in universe
Job loser - on layoff
Unemployed full-time
0
0
0
Joint both under 65
Not in universe
Not in universe
Householder
Householder
?
?
?
Not in universe under 1 year old
?
6
Not in universe
Mexico
Mexico
Mexico
Foreign born- Not a citizen of U S
0
Not in universe
2
15
95
00
34
Federal government
29
25
Some college but no degree
0
Not in universe
Married-civilian spouse present
Transportation
Adm support including clerical
White
All other
Female
Not in universe
Not in universe
Unemployed part- time
0
0
0
Joint both under 65
Not in universe
Not in universe
Spouse of householder
Spouse of householder
?
?
?
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
00
46
Self-employed-not incorporated
4
34
Some college but no degree
0
Not in universe
Married-civilian spouse present
Construction
Precision production craft & repair
White
All other
Male
Not in universe
Not in universe
Children or Armed Forces
0
0
0
Joint both under 65
Not in universe
Not in universe
Householder
Householder
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
00
25
Private
45
23
High school graduate
0
Not in universe
Never married
Other professional services
Adm support including clerical
White
All other
Female
Not in universe
Not in universe
Children or Armed Forces
0
0
0
Single
Not in universe
Not in universe
Child 18+ never marr Not in a subfamily
Child 18 or older
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
00
81
Not in universe
0
0
Bachelors degree(BA AB BS)
0
Not in universe
Widowed
Not in universe or children
Not in universe
White
All other
Female
Not in universe
Not in universe
Children or Armed Forces
991
0
0
Single
Not in universe
Not in universe
Nonfamily householder
Householder
Nonmover
Nonmover
Nonmover
Yes
Not in universe
0
Not in universe
?
United-States
United-States
Native- Born in the United States
0
Not in universe
2
0
94
00
46
Private
32
42
High school graduate
0
Not in universe
Separated
Wholesale trade
Handlers equip cleaners etc
White
Central or South American
Female
Not in universe
Not in universe
Children or Armed Forces
0
0
0
Single
Not in universe
Not in universe
Householder
Householder
Nonmover
Nonmover
Nonmover
Yes
Not in universe
3
Not in universe
Peru
Peru
Peru
Foreign born- Not a citizen of U S
0
Not in universe
2
52
94
00
39
Private
34
2
Bachelors degree(BA AB BS)
0
Not in universe
Married-civilian spouse present
Finance insurance and real estate
Executive admin and managerial
White
All other
Male
Not in universe
Not in universe
Children or Armed Forces
0
0
1,000
Joint both under 65
Not in universe
Not in universe
Householder
Householder
Nonmover
Nonmover
Nonmover
Yes
Not in universe
6
Not in universe
United-States
United-States
United-States
Native- Born in the United States
0
Not in universe
2
52
94
00
42
Federal government
48
8
Associates degree-academic program
0
Not in universe
Married-civilian spouse present
Public administration
Professional specialty
White
All other
Male
Not in universe
Not in universe
PT for non-econ reasons usually FT
0
0
49
Joint both under 65
Not in universe
Not in universe
Householder
Householder
?
?
?
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
00
2
Not in universe
0
0
Children
0
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
0
Nonfiler
Not in universe
Not in universe
Grandchild <18 never marr not in subfamily
Other relative of householder
?
?
?
Not in universe under 1 year old
?
0
Neither parent present
United-States
United-States
United-States
Native- Born in the United States
0
Not in universe
0
0
95
00
11
Not in universe
0
0
Children
0
Not in universe
Never married
Not in universe or children
Not in universe
White
Mexican-American
Female
Not in universe
Not in universe
Children or Armed Forces
0
0
0
Nonfiler
Not in universe
Not in universe
Child <18 never marr not in subfamily
Child under 18 never married
Nonmover
Nonmover
Nonmover
Yes
Not in universe
0
Mother only present
Mexico
Mexico
United-States
Native- Born in the United States
0
Not in universe
0
0
94
00
30
Not in universe
0
0
High school graduate
0
Not in universe
Never married
Not in universe or children
Not in universe
Black
All other
Female
Not in universe
Not in universe
Children or Armed Forces
0
0
0
Nonfiler
Midwest
Minnesota
Householder
Householder
MSA to MSA
Same county
Same county
No
No
0
Not in universe
United-States
United-States
United-States
Native- Born in the United States
0
Not in universe
2
0
94
00
7
Not in universe
0
0
Children
0
Not in universe
Never married
Not in universe or children
Not in universe
White
Other Spanish
Male
Not in universe
Not in universe
Children or Armed Forces
0
0
0
Nonfiler
Not in universe
Not in universe
Child <18 never marr not in subfamily
Child under 18 never married
Nonmover
Nonmover
Nonmover
Yes
Not in universe
0
Both parents present
Dominican-Republic
Puerto-Rico
United-States
Native- Born in the United States
0
Not in universe
0
0
94
00
66
Self-employed-not incorporated
33
19
7th and 8th grade
0
Not in universe
Married-civilian spouse present
Retail trade
Sales
White
All other
Female
Not in universe
Not in universe
Children or Armed Forces
0
0
0
Joint both 65+
Not in universe
Not in universe
Spouse of householder
Spouse of householder
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
38
94
00
26
Not in universe
0
0
High school graduate
0
Not in universe
Married-civilian spouse present
Not in universe or children
Not in universe
White
Mexican-American
Female
Not in universe
Not in universe
Children or Armed Forces
0
0
0
Joint both under 65
Not in universe
Not in universe
Spouse of householder
Spouse of householder
Nonmover
Nonmover
Nonmover
Yes
Not in universe
0
Not in universe
Mexico
Mexico
Mexico
Foreign born- Not a citizen of U S
0
Not in universe
2
0
94
00
84
Not in universe
0
0
High school graduate
0
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
0
Joint both 65+
Not in universe
Not in universe
Spouse of householder
Spouse of householder
?
?
?
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
00
32
Private
33
29
High school graduate
0
Not in universe
Never married
Retail trade
Other service
White
All other
Female
Not in universe
Not in universe
Full-time schedules
0
0
59
Head of household
Not in universe
Not in universe
Householder
Householder
?
?
?
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
00
52
Not in universe
0
0
High school graduate
0
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
Children or Armed Forces
0
0
0
Joint both under 65
Not in universe
Not in universe
Spouse of householder
Spouse of householder
Nonmover
Nonmover
Nonmover
Yes
Not in universe
0
Not in universe
United-States
United-States
United-States
Native- Born in the United States
0
Not in universe
2
0
94
00
5
Not in universe
0
0
Children
0
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
0
Nonfiler
West
Alaska
Child <18 never marr not in subfamily
Child under 18 never married
MSA to MSA
Same county
Same county
No
No
0
Mother only present
United-States
United-States
United-States
Native- Born in the United States
0
Not in universe
0
0
94
00
35
Not in universe
0
0
High school graduate
0
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
Children or Armed Forces
0
0
0
Joint both under 65
Not in universe
Not in universe
Spouse of householder
Spouse of householder
Nonmover
Nonmover
Nonmover
Yes
Not in universe
0
Not in universe
United-States
United-States
United-States
Native- Born in the United States
0
Not in universe
2
0
94
00
66
Private
37
36
Some college but no degree
400
Not in universe
Married-civilian spouse present
Business and repair services
Machine operators assmblrs & inspctrs
White
All other
Male
No
Not in universe
Full-time schedules
0
0
0
Joint both 65+
Not in universe
Not in universe
Householder
Householder
?
?
?
Not in universe under 1 year old
?
2
Not in universe
United-States
United-States
United-States
Native- Born in the United States
0
Not in universe
2
52
95
00
47
Not in universe
0
0
High school graduate
0
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
0
Joint both under 65
Not in universe
Not in universe
Householder
Householder
?
?
?
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
00
36
Private
33
34
High school graduate
0
Not in universe
Married-civilian spouse present
Retail trade
Precision production craft & repair
White
All other
Male
No
Not in universe
Children or Armed Forces
0
0
0
Joint both under 65
Midwest
Kansas
Householder
Householder
NonMSA to nonMSA
Same county
Same county
No
No
3
Not in universe
United-States
United-States
United-States
Native- Born in the United States
0
Not in universe
2
48
94
00
37
Private
23
26
High school graduate
0
Not in universe
Married-civilian spouse present
Manufacturing-nondurable goods
Adm support including clerical
White
All other
Male
Not in universe
Not in universe
Full-time schedules
2,829
0
0
Joint both under 65
Not in universe
Not in universe
Householder
Householder
?
?
?
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
00
42
Private
44
10
Bachelors degree(BA AB BS)
0
Not in universe
Married-civilian spouse present
Social services
Professional specialty
White
All other
Female
Not in universe
Not in universe
Children or Armed Forces
0
0
0
Joint both under 65
Not in universe
Not in universe
Spouse of householder
Spouse of householder
Nonmover
Nonmover
Nonmover
Yes
Not in universe
6
Not in universe
United-States
United-States
United-States
Native- Born in the United States
0
Not in universe
2
52
94
00
42
Not in universe
0
0
High school graduate
0
Not in universe
Married-civilian spouse present
Not in universe or children
Not in universe
White
Puerto Rican
Female
Not in universe
Not in universe
Not in labor force
0
0
0
Joint both under 65
Not in universe
Not in universe
Spouse of householder
Spouse of householder
?
?
?
Not in universe under 1 year old
?
0
Not in universe
?
?
United-States
Native- Born in the United States
0
Not in universe
2
0
95
00
1
Not in universe
0
0
Children
0
Not in universe
Never married
Not in universe or children
Not in universe
White
All other
Male
Not in universe
Not in universe
Children or Armed Forces
0
0
0
Nonfiler
Not in universe
Not in universe
Grandchild <18 never marr child of subfamily RP
Other relative of householder
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
00
72
Not in universe
0
0
Bachelors degree(BA AB BS)
0
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
Children or Armed Forces
0
0
50
Joint both 65+
Not in universe
Not in universe
Spouse of householder
Spouse of householder
Nonmover
Nonmover
Nonmover
Yes
Not in universe
0
Not in universe
United-States
United-States
United-States
Native- Born in the United States
0
Not in universe
2
0
94
00
42
Self-employed-incorporated
37
2
Some college but no degree
0
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
Full-time schedules
0
0
0
Joint both under 65
Not in universe
Not in universe
Householder
Householder
?
?
?
Not in universe under 1 year old
?
2
Not in universe
United-States
United-States
United-States
Native- Born in the United States
0
Not in universe
2
52
95
11
61
Private
36
27
High school graduate
0
Not in universe
Separated
Private household services
Private household services
Amer Indian Aleut or Eskimo
All other
Female
Not in universe
Not in universe
Full-time schedules
0
0
0
Single
Not in universe
Not in universe
Nonfamily householder
Householder
?
?
?
Not in universe under 1 year old
?
1
Not in universe
United-States
United-States
United-States
Native- Born in the United States
0
No
1
9
95
00
41
Private
12
35
Associates degree-academic program
0
Not in universe
Married-civilian spouse present
Manufacturing-durable goods
Precision production craft & repair
White
All other
Female
Not in universe
Not in universe
Children or Armed Forces
0
0
0
Joint both under 65
Not in universe
Not in universe
Spouse of householder
Spouse of householder
Nonmover
Nonmover
Nonmover
Yes
Not in universe
1
Not in universe
United-States
United-States
United-States
Native- Born in the United States
2
Not in universe
2
24
94
00
90
Not in universe
0
0
7th and 8th grade
0
Not in universe
Widowed
Not in universe or children
Not in universe
White
All other
Female
Not in universe
Not in universe
Children or Armed Forces
0
0
0
Nonfiler
Not in universe
Not in universe
Householder
Householder
Nonmover
Nonmover
Nonmover
Yes
Not in universe
0
Not in universe
United-States
United-States
United-States
Native- Born in the United States
0
Not in universe
2
0
94
00
39
Private
32
16
Bachelors degree(BA AB BS)
0
Not in universe
Married-civilian spouse present
Wholesale trade
Sales
White
All other
Male
Not in universe
Not in universe
Children or Armed Forces
3,464
0
0
Joint both under 65
Not in universe
Not in universe
Householder
Householder
Nonmover
Nonmover
Nonmover
Yes
Not in universe
4
Not in universe
United-States
United-States
United-States
Native- Born in the United States
0
Not in universe
2
52
94
00
49
Self-employed-incorporated
24
2
Bachelors degree(BA AB BS)
0
Not in universe
Divorced
Manufacturing-nondurable goods
Executive admin and managerial
White
All other
Female
Not in universe
Not in universe
Full-time schedules
0
1,719
0
Single
Not in universe
Not in universe
Nonfamily householder
Householder
?
?
?
Not in universe under 1 year old
?
1
Not in universe
United-States
United-States
United-States
Native- Born in the United States
0
Not in universe
2
50
95
00
25
Private
4
34
High school graduate
0
Not in universe
Married-spouse absent
Construction
Precision production craft & repair
White
All other
Male
Not in universe
Not in universe
Full-time schedules
0
0
0
Single
Not in universe
Not in universe
Child 18+ ever marr Not in a subfamily
Child 18 or older
?
?
?
Not in universe under 1 year old
?
2
Not in universe
United-States
United-States
United-States
Native- Born in the United States
0
Not in universe
2
10
95
00
47
Private
31
33
12th grade no diploma
0
Not in universe
Married-civilian spouse present
Utilities and sanitary services
Precision production craft & repair
White
All other
Male
Not in universe
Not in universe
Full-time schedules
0
0
0
Joint both under 65
Not in universe
Not in universe
Householder
Householder
?
?
?
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
11
6
Not in universe
0
0
Children
0
Not in universe
Never married
Not in universe or children
Not in universe
Asian or Pacific Islander
All other
Female
Not in universe
Not in universe
Children or Armed Forces
0
0
0
Nonfiler
Not in universe
Not in universe
Child <18 never marr not in subfamily
Child under 18 never married
?
?
?
Not in universe under 1 year old
?
0
Both parents present
South Korea
United-States
United-States
Native- Born in the United States
0
Not in universe
0
0
95
00
0
Not in universe
0
0
Children
0
Not in universe
Never married
Not in universe or children
Not in universe
White
All other
Male
Not in universe
Not in universe
Children or Armed Forces
0
0
0
Nonfiler
Not in universe
Not in universe
Child <18 never marr not in subfamily
Child under 18 never married
Not in universe
Not in universe
Not in universe
Not in universe under 1 year old
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
00
36
Self-employed-incorporated
33
2
Some college but no degree
0
Not in universe
Married-civilian spouse present
Retail trade
Executive admin and managerial
White
All other
Male
Not in universe
Not in universe
Full-time schedules
5,178
0
0
Joint both under 65
Not in universe
Not in universe
Householder
Householder
?
?
?
Not in universe under 1 year old
?
1
Not in universe
United-States
United-States
United-States
Native- Born in the United States
1
Not in universe
2
52
95
00
33
Private
30
33
Associates degree-occup /vocational
0
Not in universe
Separated
Communications
Precision production craft & repair
White
All other
Male
Not in universe
Not in universe
Children or Armed Forces
0
2,444
10,000
Single
Midwest
Indiana
Nonfamily householder
Householder
MSA to MSA
Same county
Same county
No
No
6
Not in universe
United-States
United-States
United-States
Native- Born in the United States
0
Not in universe
2
52
94
11
10
Not in universe
0
0
Children
0
Not in universe
Never married
Not in universe or children
Not in universe
White
Mexican-American
Male
Not in universe
Not in universe
Children or Armed Forces
0
0
0
Nonfiler
Not in universe
Not in universe
Child <18 never marr not in subfamily
Child under 18 never married
?
?
?
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
0
0
95
00
27
Self-employed-not incorporated
33
16
Bachelors degree(BA AB BS)
0
Not in universe
Never married
Retail trade
Sales
White
All other
Male
Not in universe
Not in universe
Children or Armed Forces
0
0
0
Single
Northeast
?
Secondary individual
Nonrelative of householder
MSA to MSA
Same county
Same county
No
No
1
Not in universe
United-States
United-States
United-States
Native- Born in the United States
0
Not in universe
2
52
94
00
57
Not in universe
0
0
7th and 8th grade
0
Not in universe
Married-civilian spouse present
Not in universe or children
Not in universe
White
Cuban
Female
Not in universe
Not in universe
Children or Armed Forces
0
0
0
Joint both under 65
Not in universe
Not in universe
Spouse of householder
Spouse of householder
Nonmover
Nonmover
Nonmover
Yes
Not in universe
0
Not in universe
Cuba
Cuba
Cuba
Foreign born- Not a citizen of U S
0
Not in universe
2
0
94
00
50
Private
41
13
Bachelors degree(BA AB BS)
0
Not in universe
Married-civilian spouse present
Hospital services
Technicians and related support
Asian or Pacific Islander
All other
Female
Not in universe
Not in universe
Full-time schedules
0
0
0
Joint both under 65
Not in universe
Not in universe
Householder
Householder
?
?
?
Not in universe under 1 year old
?
6
Not in universe
Philippines
Philippines
Philippines
Foreign born- U S citizen by naturalization
0
Not in universe
2
52
95
00
12
Not in universe
0
0
Children
0
Not in universe
Never married
Not in universe or children
Not in universe
White
All other
Male
Not in universe
Not in universe
Children or Armed Forces
0
0
0
Nonfiler
Not in universe
Not in universe
Child <18 never marr not in subfamily
Child under 18 never married
?
?
?
Not in universe under 1 year old
?
0
Mother only present
United-States
United-States
United-States
Native- Born in the United States
0
Not in universe
0
0
95
00
51
Private
32
18
Some college but no degree
0
Not in universe
Married-civilian spouse present
Wholesale trade
Sales
White
All other
Male
Not in universe
Not in universe
Full-time schedules
0
0
0
Joint both under 65
Not in universe
Not in universe
Householder
Householder
?
?
?
Not in universe under 1 year old
?
4
Not in universe
United-States
United-States
United-States
Native- Born in the United States
0
Not in universe
2
52
95
00
10
Not in universe
0
0
Children
0
Not in universe
Never married
Not in universe or children
Not in universe
White
Mexican-American
Male
Not in universe
Not in universe
Children or Armed Forces
0
0
0
Nonfiler
Not in universe
Not in universe
Child <18 never marr not in subfamily
Child under 18 never married
?
?
?
Not in universe under 1 year old
?
0
Both parents present
United-States
Mexico
United-States
Native- Born in the United States
0
Not in universe
0
0
95
00
48
State government
43
9
Some college but no degree
0
Not in universe
Married-civilian spouse present
Education
Professional specialty
White
All other
Male
Not in universe
Not in universe
Full-time schedules
0
0
0
Joint both under 65
Not in universe
Not in universe
Householder
Householder
?
?
?
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
00
27
Private
33
16
Some college but no degree
0
Not in universe
Never married
Retail trade
Sales
White
All other
Male
Not in universe
Not in universe
Full-time schedules
0
0
275
Single
Not in universe
Not in universe
Nonfamily householder
Householder
?
?
?
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
00
24
Not in universe
0
0
High school graduate
0
Not in universe
Married-civilian spouse present
Not in universe or children
Not in universe
Black
All other
Male
Not in universe
Not in universe
Children or Armed Forces
0
0
0
Joint both under 65
Not in universe
Not in universe
Householder
Householder
?
?
?
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
00
17
Not in universe
0
0
7th and 8th grade
0
High school
Never married
Not in universe or children
Not in universe
White
All other
Male
Not in universe
Not in universe
Children or Armed Forces
0
0
0
Nonfiler
Not in universe
Not in universe
Child <18 never marr not in subfamily
Child under 18 never married
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
2
0
94
00
58
Self-employed-not incorporated
35
17
Prof school degree (MD DDS DVM LLB JD)
0
Not in universe
Married-civilian spouse present
Finance insurance and real estate
Sales
White
All other
Female
Not in universe
Not in universe
Full-time schedules
0
0
0
Joint both under 65
Not in universe
Not in universe
Householder
Householder
?
?
?
Not in universe under 1 year old
?
1
Not in universe
United-States
United-States
United-States
Native- Born in the United States
0
Not in universe
2
52
95
11
2
Not in universe
0
0
Children
0
Not in universe
Never married
Not in universe or children
Not in universe
Black
All other
Female
Not in universe
Not in universe
Children or Armed Forces
0
0
0
Nonfiler
Not in universe
Not in universe
Child <18 never marr not in subfamily
Child under 18 never married
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
00
53
Private
4
34
10th grade
0
Not in universe
Married-civilian spouse present
Construction
Precision production craft & repair
White
All other
Male
Not in universe
Not in universe
Full-time schedules
0
0
0
Joint both under 65
Not in universe
Not in universe
Householder
Householder
?
?
?
Not in universe under 1 year old
?
1
Not in universe
United-States
United-States
United-States
Native- Born in the United States
0
Not in universe
2
45
95
00
33
Private
45
23
Bachelors degree(BA AB BS)
0
Not in universe
Never married
Other professional services
Adm support including clerical
Black
All other
Female
Not in universe
Not in universe
Full-time schedules
0
0
0
Single
Not in universe
Not in universe
Nonfamily householder
Householder
?
?
?
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
00
7
Not in universe
0
0
Children
0
Not in universe
Never married
Not in universe or children
Not in universe
White
All other
Male
Not in universe
Not in universe
Children or Armed Forces
0
0
0
Nonfiler
South
Massachusetts
Child <18 never marr not in subfamily
Child under 18 never married
Not identifiable
Same county
Same county
No
No
0
Both parents present
Germany
United-States
United-States
Native- Born in the United States
0
Not in universe
0
0
94
00
40
Private
19
42
5th or 6th grade
0
Not in universe
Married-civilian spouse present
Manufacturing-nondurable goods
Handlers equip cleaners etc
White
Mexican (Mexicano)
Female
Not in universe
Not in universe
Children or Armed Forces
0
0
0
Joint both under 65
Not in universe
Not in universe
Spouse of householder
Spouse of householder
Nonmover
Nonmover
Nonmover
Yes
Not in universe
3
Not in universe
Mexico
Mexico
Mexico
Foreign born- Not a citizen of U S
0
Not in universe
2
43
94
00
25
Private
33
29
High school graduate
0
Not in universe
Never married
Retail trade
Other service
White
All other
Female
Not in universe
Not in universe
Children or Armed Forces
0
0
0
Head of household
Not in universe
Not in universe
Child 18+ never marr RP of subfamily
Child 18 or older
Nonmover
Nonmover
Nonmover
Yes
Not in universe
3
Not in universe
United-States
United-States
United-States
Native- Born in the United States
0
Not in universe
2
4
94
00
8
Not in universe
0
0
Children
0
Not in universe
Never married
Not in universe or children
Not in universe
Other
All other
Female
Not in universe
Not in universe
Children or Armed Forces
0
0
0
Nonfiler
Not in universe
Not in universe
Grandchild <18 never marr not in subfamily
Other relative of householder
?
?
?
Not in universe under 1 year old
?
0
Neither parent present
?
?
?
Foreign born- Not a citizen of U S
0
Not in universe
0
0
95
00
54
Not in universe
0
0
High school graduate
0
Not in universe
Married-civilian spouse present
Not in universe or children
Not in universe
Asian or Pacific Islander
All other
Male
Not in universe
Not in universe
Not in labor force
0
0
0
Nonfiler
Not in universe
Not in universe
Householder
Householder
?
?
?
Not in universe under 1 year old
?
0
Not in universe
Vietnam
Vietnam
Vietnam
Foreign born- Not a citizen of U S
0
Not in universe
2
0
95
11
22
Private
34
26
High school graduate
0
Not in universe
Married-civilian spouse present
Finance insurance and real estate
Adm support including clerical
White
All other
Female
Not in universe
Not in universe
Children or Armed Forces
0
0
0
Joint both under 65
Not in universe
Not in universe
Spouse of householder
Spouse of householder
Nonmover
Nonmover
Nonmover
Yes
Not in universe
3
Not in universe
United-States
United-States
United-States
Native- Born in the United States
0
Not in universe
2
52
94
00
29
Not in universe
0
0
Some college but no degree
0
Not in universe
Married-civilian spouse present
Not in universe or children
Not in universe
Black
All other
Male
Not in universe
Not in universe
Children or Armed Forces
0
0
0
Joint both under 65
Not in universe
Not in universe
Householder
Householder
?
?
?
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
00
9
Not in universe
0
0
Children
0
Not in universe
Never married
Not in universe or children
Not in universe
White
All other
Male
Not in universe
Not in universe
Children or Armed Forces
0
0
0
Nonfiler
Not in universe
Not in universe
Child <18 never marr not in subfamily
Child under 18 never married
?
?
?
Not in universe under 1 year old
?
0
Mother only present
United-States
United-States
United-States
Native- Born in the United States
0
Not in universe
0
0
95
00
85
Not in universe
0
0
High school graduate
0
Not in universe
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
0
Single
Not in universe
Not in universe
Householder
Householder
?
?
?
Not in universe under 1 year old
?
0
Not in universe
?
?
?
Foreign born- U S citizen by naturalization
0
Not in universe
2
0
95
00
40
Private
29
17
High school graduate
0
Not in universe
Married-civilian spouse present
Transportation
Sales
White
All other
Male
Not in universe
Not in universe
Children or Armed Forces
0
0
0
Joint both under 65
Not in universe
Not in universe
Householder
Householder
Nonmover
Nonmover
Nonmover
Yes
Not in universe
3
Not in universe
United-States
United-States
United-States
Native- Born in the United States
0
Not in universe
2
52
94
00
38
Not in universe
0
0
Less than 1st grade
0
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
0
Nonfiler
Not in universe
Not in universe
Child 18+ never marr Not in a subfamily
Child 18 or older
Nonmover
Nonmover
Nonmover
Yes
Not in universe
0
Not in universe
United-States
United-States
United-States
Native- Born in the United States
0
Not in universe
2
0
94
00
7
Not in universe
0
0
Children
0
Not in universe
Never married
Not in universe or children
Not in universe
White
All other
Male
Not in universe
Not in universe
Children or Armed Forces
0
0
0
Nonfiler
Not in universe
Not in universe
Child <18 never marr not in subfamily
Child under 18 never married
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
00
49
State government
29
26
11th grade
0
Not in universe
Married-civilian spouse present
Transportation
Adm support including clerical
White
Mexican-American
Male
Not in universe
Not in universe
Children or Armed Forces
0
0
0
Joint both under 65
Not in universe
Not in universe
Householder
Householder
Nonmover
Nonmover
Nonmover
Yes
Not in universe
6
Not in universe
United-States
United-States
United-States
Native- Born in the United States
0
Not in universe
2
52
94
00
76
Private
43
2
Doctorate degree(PhD EdD)
0
Not in universe
Married-civilian spouse present
Education
Executive admin and managerial
White
All other
Male
Not in universe
Not in universe
Children or Armed Forces
0
0
11,744
Joint both 65+
Not in universe
Not in universe
Spouse of householder
Spouse of householder
Nonmover
Nonmover
Nonmover
Yes
Not in universe
6
Not in universe
?
?
United-States
Native- Born in the United States
0
Not in universe
2
26
94
00
7
Not in universe
0
0
Children
0
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
0
Nonfiler
Not in universe
Not in universe
Child <18 never marr not in subfamily
Child under 18 never married
?
?
?
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
0
0
95
00
21
Private
33
3
Some college but no degree
0
College or university
Never married
Retail trade
Executive admin and managerial
White
All other
Male
Not in universe
Not in universe
Full-time schedules
0
0
0
Single
Not in universe
Not in universe
Child 18+ never marr Not in a subfamily
Child 18 or older
?
?
?
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
00
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Pums

The Pums dataset from the UCI repository. U.S.A. Census dataset, classify the income of the individual.

Configurations and tasks

Configuration Task
pums Binary classification.
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