当前位置:文档之家› 数据挖掘_Housing units in 1995 Current Population Survey (CPS)(1995年人口调查——房屋统计数据)

数据挖掘_Housing units in 1995 Current Population Survey (CPS)(1995年人口调查——房屋统计数据)

Housing units in 1995 Current Population Survey (CPS)(1995年人口调查——房屋统计数据)

数据摘要:

This dataset contains data on the 56,941 interviewed housing units in the March 1995 Current Population Survey (CPS), including 68 group quarters. (The Census Bureau defines group quarters as "non-institutional living arrangements for groups of people not living in conventional housing units, or groups living in housing containing 9 or more persons unrelated to the person in charge"; college dormitories are an example.)

中文关键词:

数据挖掘,1995年人口调查,房屋,非机构,宿舍,

英文关键词:

Data mining,Oscillator,1995 Current Population Survey (CPS),Housing units,Non-institutional living arrangements,College dormitories,

数据格式:

TEXT

数据用途:

The data can be used for data mining and analysis.

数据详细介绍:

Housing units in 1995 Current

Population Survey (CPS) ?Abstract

This dataset contains data on the 56,941 interviewed housing units in the March 1995 Current Population Survey (CPS), including 68 group quarters. (The Census Bureau defines group quarters as "non-institutional living arrangements for groups of people not living in conventional housing units, or groups living in housing containing 9 or more persons unrelated to the person in charge"; college dormitories are an example.)

?Data Description

The source of the data is the March 1995 Current Population Survey, conducted by the Bureau of the Census for the Bureau of Labor Statistics. Charles Yarbrough (Santa Rosa) and David Freedman (Berkeley) transcribed the data from a public-use microdata tape supplied by the Bureau of the Census. CY and DF are responsible for any errors of transcription or interpretation.

FILE LAYOUT

HOUSE95.DAT is an ASCII file comprising 56,941 records

(one record per household), and each record has 19 variables.

Each variable is represented by a string of fixed length,

consisting of some blank spaces followed by some numbers.

For example, an income of $41,344 is represented as 41344,

with three initial spaces. Some incomes are negative, in

which case the left-most digit is preceded by a minus sign

(-). The variables in each record are separated by one

space, and each record terminates with a carriage return and

line feed. (This makes it easy to manipulate the data with a

text editor.) The length of each record is 72 characters,

including the spaces but not the carriage return and line

feed that end the record. The record layout is documented in

the table below.

-------------------------------------------------------------

Name and

Position Variable Description File: HOUSE95.DAT

-------------------------------------------------------------

NUMUNITS Number of units in the structure.

P1

VARIABLE 1 Codes: 0 Not coded

1 1 unit

2 2 units

3 3 or

4 units

4 5 to 9 units

5 10 or more units

-------------------------------------------------------------

Name and

Position Variable Description File: HOUSE95.DAT

-------------------------------------------------------------

NUMPERS Number of persons in household.

P3-4 Codes: 1-39. Number of persons.

VARIABLE 2 Actual range for US is 1-15.

NUMFAMREC Number of family records in household.

P6-7 Codes: 1-39; actual range for US is 1-13.

VARIABLE 3

Note: A family comprises 2 or more related

individuals. Related and unrelated subfamilies

living in the same household have family records

counted in NUMFAMREC. Unrelated individuals in

the household also have family records that

contribute to the count-- even though, strictly

speaking, an individual is not a family.

HHTYPE Type of household.

P9

VARIABLE 4 Codes: 1 Husband/wife primary family (neither

husband nor wife in armed forces).

2 Husband/wife primary family (husband

and/or wife in armed forces).

3 Unmarried civilian male primary

householder.

4 Unmarried civilian female primary

householder.

5 Primary family household-- reference

person in armed forces and unmarried.

6 Civilian male non-family householder.

7 Civilian female non-family householder.

8 Non-family householder-- reference

person in armed forces.

9 Group quarters.

HUTYPE Type of housing unit

P11-12

VARIABLE 5 Codes: 1 House, apartment, or flat.

2 Housing unit in hotel.

3 Housing unit in transient hotel, etc.

4 Housing unit in rooming house.

5 Mobile home w/o permanent room.

6 Mobile home w/ permanent room.

7 Other housing unit.

Group quarters

8 Non-housing-unit in rooming house, etc.

9 Non-housing-unit in transient hotel, etc.

10 Tent, etc.

11 College dorm.

12 Other group quarters.

-------------------------------------------------------------

Name and

Position Variable Description File: HOUSE95.DAT

-------------------------------------------------------------

HUTYPE Note: Apparently, code 3 is assigned when the

P11-12 living arrangement is relatively permanent,

VARIABLE 5 else code 9. Likewise for 4 vs. 8.

(continued)

TENURE Rent or own.

P14

VARIABLE 6 Codes: 1 Owned or being bought

2 Rent

3 No cash rent

PHONE Telephone availability.

P16

VARIABLE 7 Codes: 1 Yes

2 No

AGE Age of head of household in years.

P18-19

VARIABLE 8 Codes: 15-89 Age in years

90 90 years of age or older

Note: "Head" is the reference person in a

housing unit; with group quarters, there may

only be one resident individual picked up in

the sample, for instance, college dorms may

be subsampled-- and that person is the "head."

The actual range is 17-90.

SEX Sex of head.

P21

VARIABLE 9 Codes: 1 Male

2 Female

RACE Race of head.

P23

VARIABLE 10 Codes: 1 White

2 Black

3 Amer Indian or Aleut Eskimo

4 Asian or Pacific Islander

5 Other

-------------------------------------------------------------

Name and

Position Variable Description File: HOUSE95.DAT

-------------------------------------------------------------

ETHNICITY Ethnicity of head.

P25

VARIABLE 11 Codes: 0 Not available

1 Mexican American

2 Chicano

3 Mexican (Mexicano)

4 Puerto Rican

5 Cuban

6 Central or South American

7 Other Spanish

8 All other

9 Don't know

MARSTAT Marital status of head.

P27

VARIABLE 12 Codes: 1 Married, civilian spouse present

2 Married, armed forces spouse present

3 Married, spouse absent (not sep.)

4 Widowed

5 Divorced

6 Separated

7 Never married

ED Educational level of head of household.

P29-30

VARIABLE 13 Codes: 31 Less than 1st grade

32 1st, 2nd, 3rd, or 4th grade

33 5th or 6th grade

34 7th or 8th grade

35 9th grade

36 10th grade

37 11th grade

38 12th grade, no diploma

39 High school graduate, high school

diploma or equivalent

40 Some college but no degree

41 Associate degree in college--

occupation/vocation program

42 Associates degree in college--

academic program

43 Bachelors degree (e.g., BS, BA, AB)

44 Masters degree (e.g., MS, MA, MBA)

45 Professional school degree

(e.g., MD, DDS, DVM, LLB, JD)

46 Doctoral degree (e.g., PhD, EdD)

-------------------------------------------------------------

Name and

Position Variable Description File: HOUSE95.DAT

-------------------------------------------------------------

HHINCOME Total household income from all sources.

P32-39

VARIABLE 14 Total income (positive or negative) in

dollars. Sum of items truncated to ranges.

Implied range is -$389,961 to $23,399,766.

Actual range for the US is -$37,040 to

$453,496.

PROPTAX Property tax, in dollars.

P41-45

VARIABLE 15 Codes: 0-99997.

HHSEQNUM Household sequence number. A unique identifier

P47-51 for each household.

VARIABLE 16

FINALWGT Final weight.

P53-60 Some weights are 0, see notes to PERS95.DOC.

Variable 17 Codes: 0-99999999. Two implied decimals.

MARCHWGT March supplement weight.

P62-69 See notes to PERS95.DOC.

Variable 18 Codes: 1-99999999. Two implied decimals.

STATE State of residence.

P71-72

VARIABLE 19 NORTHEAST REGION (REGION 1)

New England Division (Division 1)

Codes: 11 Maine

12 New Hampshire

13 Vermont

14 Massachusetts

15 Rhode Island

16 Connecticut

Middle Atlantic Division (Division 2)

Codes: 21 New York

22 New Jersey

23 Pennsylvania

-------------------------------------------------------------

Name and

Position Variable Description File: HOUSE95.DAT

-------------------------------------------------------------

STATE MIDWEST REGION (REGION 2)

P71-72

VARIABLE 19 East North Central Division (Division 3)

Codes: 31 Ohio

32 Indiana

33 Illinois

34 Michigan

35 Wisconsin

West North Central Division (Division 4)

Codes: 41 Minnesota

42 Iowa

43 Missouri

44 North Dakota

45 South Dakota

46 Nebraska

47 Kansas

SOUTH REGION (REGION 3)

South Atlantic Division (Division 5)

Codes: 51 Delaware

52 Maryland

53 District of Columbia

54 Virginia

55 West Virginia

56 North Carolina

57 South Carolina

58 Georgia

59 Florida

East South Central Division (Division 6)

Codes: 61 Kentucky

62 Tennessee

63 Alabama

64 Mississippi

West South Central Division (Division 7)

Codes: 71 Arkansas

72 Louisiana

73 Oklahoma

74 Texas

-------------------------------------------------------------

Name and

Position Variable Description File: HOUSE95.DAT

-------------------------------------------------------------

STATE WEST REGION (REGION 4)

P71-72

VARIABLE 19 Mountain Division (Division 8)

Codes: 81 Montana

82 Idaho

83 Wyoming

84 Colorado

85 New Mexico

86 Arizona

87 Utah

88 Nevada

Pacific Division (Division 9)

Codes: 91 Washington

92 Oregon

93 California

94 Alaska

95 Hawaii

------------------------------------------------------------

For each variable in the data set HOUSE95.DAT, the

following table gives the corresponding variable name in the

Census Bureau documentation for the March 1995 CPS data file,

and the position on the household record.

Variable Bureau name Record type Position

---------------------------------------------------------

1 NUMUNITS HUUNITS Household 9

2 NUMPERS HRNUMHOU Household 21-22

3 NUMFAM HNUMFAM Household 23-24

4 HHTYPE H-TYPE Household 25

5 HUTYPE H-LIVQRT Household 31-32

6 TENURE H-TENURE Household 35

7 PHONE H-TELHHD Household 36

8 AGE PEAGE Person 15-16

9 SEX PESEX Person 20

10 RACE PERACE Person 25

11 ETHNICITY PRORIGIN Person 27-28

12 MARSTAT PRMARSTA Person 17

13 EDHEAD PEEDUCA Person 22-23

14 HHINCOME HTOTVAL Household 248-255

15 PROPTAX PROP-TAX Household 332-336

16 HHSEQNUM H-SEQ Household 2-6

17 FINALWGT A-FNLWGT Person 50-57

18 MARCHWGT HSUP-WGT Household 287-294

19 STATE HG-ST60 Household 40-41

---------------------------------------------------------

NOTES

Person record is for reference person, A-EXPRRP=01 (position

13-14 on person record). Except in group quarters, the

reference person is also flagged by HHDREL=1 (position 34

on person record). Each household has one reference person;

this is also the reference person in the primary family, and

family relationships of other household members are determined

relative to this person. Ordinarily, the housing unit is

owned or rented in the name of the reference person, who is

also called the "householder" or "head of household."

If only one sample person is picked up in group quarters,

that is the reference person. (For instance, the Bureau

may sub-sample one room out of a college dorm.)

Property tax is estimated by Bureau. Household income is sum

of items, each truncated to some range.

Income and property tax are March items.

Income includes wages, dividends, social security, etc.

Reference

数据预览:

点此下载完整数据集

相关主题
文本预览
相关文档 最新文档