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All person records from the 2022 American Community Survey (ACS) 1-Year Public Use Microdata Sample (PUMS) for Wyoming (state FIPS 56). Wyoming is the least-populous U.S. state, making this the smallest state-level PUMS file — ideal for fast tests and examples.

Usage

acs_pums_wy

Format

A data frame with 5,962 rows and 96 variables. Variables pwgtp1pwgtp80 are eighty successive difference replicate weights for variance estimation; the remaining 16 variables are:

puma

Public Use Microdata Area code. Use as the cluster ID (PSU) for variance estimation.

st

State FIPS code (all 56 = Wyoming).

pwgtp

Person weight. Represents the number of people in the Wyoming population that this record represents.

agep

Age (0–99 years).

sex

Sex: 1 = male, 2 = female.

rac1p

Recoded detailed race: 1 = White alone, 2 = Black or African American alone, 3 = American Indian alone, 6 = Asian alone, 9 = Two or more races.

hisp

Recoded Hispanic origin: 01 = Not Spanish/Hispanic/Latino; 0224 = specific Hispanic origin.

schl

Educational attainment (24 categories): 01 = no schooling, 16 = regular high school diploma, 21 = bachelor's degree, 24 = doctorate degree.

esr

Employment status recode: 1 = civilian employed at work, 2 = civilian employed with job but not at work, 3 = unemployed, 4 = Armed Forces at work, 5 = Armed Forces not at work, 6 = Not in labor force.

pincp

Total person income in the past 12 months (dollars, signed; negative values indicate a net loss). Multiply by adjinc / 1e6 to adjust to constant dollars.

wagp

Wages or salary income in the past 12 months (dollars). NA if not applicable.

hicov

Health insurance coverage: 1 = with health insurance, 2 = without health insurance.

dis

Disability recode: 1 = with a disability, 2 = without a disability.

povpip

Income-to-poverty ratio (0–501; 501 means 501% or more).

wkhp

Usual hours worked per week in the past 12 months. NA if not in the labor force.

adjinc

Adjustment factor for income and earnings. Divide by 1,000,000 and multiply income variables to convert to 2022 constant dollars.

pwgtp1

Successive difference replicate weight 1 of 80.

pwgtp2

Successive difference replicate weight 2 of 80.

pwgtp3

Successive difference replicate weight 3 of 80.

pwgtp4

Successive difference replicate weight 4 of 80.

pwgtp5

Successive difference replicate weight 5 of 80.

pwgtp6

Successive difference replicate weight 6 of 80.

pwgtp7

Successive difference replicate weight 7 of 80.

pwgtp8

Successive difference replicate weight 8 of 80.

pwgtp9

Successive difference replicate weight 9 of 80.

pwgtp10

Successive difference replicate weight 10 of 80.

pwgtp11

Successive difference replicate weight 11 of 80.

pwgtp12

Successive difference replicate weight 12 of 80.

pwgtp13

Successive difference replicate weight 13 of 80.

pwgtp14

Successive difference replicate weight 14 of 80.

pwgtp15

Successive difference replicate weight 15 of 80.

pwgtp16

Successive difference replicate weight 16 of 80.

pwgtp17

Successive difference replicate weight 17 of 80.

pwgtp18

Successive difference replicate weight 18 of 80.

pwgtp19

Successive difference replicate weight 19 of 80.

pwgtp20

Successive difference replicate weight 20 of 80.

pwgtp21

Successive difference replicate weight 21 of 80.

pwgtp22

Successive difference replicate weight 22 of 80.

pwgtp23

Successive difference replicate weight 23 of 80.

pwgtp24

Successive difference replicate weight 24 of 80.

pwgtp25

Successive difference replicate weight 25 of 80.

pwgtp26

Successive difference replicate weight 26 of 80.

pwgtp27

Successive difference replicate weight 27 of 80.

pwgtp28

Successive difference replicate weight 28 of 80.

pwgtp29

Successive difference replicate weight 29 of 80.

pwgtp30

Successive difference replicate weight 30 of 80.

pwgtp31

Successive difference replicate weight 31 of 80.

pwgtp32

Successive difference replicate weight 32 of 80.

pwgtp33

Successive difference replicate weight 33 of 80.

pwgtp34

Successive difference replicate weight 34 of 80.

pwgtp35

Successive difference replicate weight 35 of 80.

pwgtp36

Successive difference replicate weight 36 of 80.

pwgtp37

Successive difference replicate weight 37 of 80.

pwgtp38

Successive difference replicate weight 38 of 80.

pwgtp39

Successive difference replicate weight 39 of 80.

pwgtp40

Successive difference replicate weight 40 of 80.

pwgtp41

Successive difference replicate weight 41 of 80.

pwgtp42

Successive difference replicate weight 42 of 80.

pwgtp43

Successive difference replicate weight 43 of 80.

pwgtp44

Successive difference replicate weight 44 of 80.

pwgtp45

Successive difference replicate weight 45 of 80.

pwgtp46

Successive difference replicate weight 46 of 80.

pwgtp47

Successive difference replicate weight 47 of 80.

pwgtp48

Successive difference replicate weight 48 of 80.

pwgtp49

Successive difference replicate weight 49 of 80.

pwgtp50

Successive difference replicate weight 50 of 80.

pwgtp51

Successive difference replicate weight 51 of 80.

pwgtp52

Successive difference replicate weight 52 of 80.

pwgtp53

Successive difference replicate weight 53 of 80.

pwgtp54

Successive difference replicate weight 54 of 80.

pwgtp55

Successive difference replicate weight 55 of 80.

pwgtp56

Successive difference replicate weight 56 of 80.

pwgtp57

Successive difference replicate weight 57 of 80.

pwgtp58

Successive difference replicate weight 58 of 80.

pwgtp59

Successive difference replicate weight 59 of 80.

pwgtp60

Successive difference replicate weight 60 of 80.

pwgtp61

Successive difference replicate weight 61 of 80.

pwgtp62

Successive difference replicate weight 62 of 80.

pwgtp63

Successive difference replicate weight 63 of 80.

pwgtp64

Successive difference replicate weight 64 of 80.

pwgtp65

Successive difference replicate weight 65 of 80.

pwgtp66

Successive difference replicate weight 66 of 80.

pwgtp67

Successive difference replicate weight 67 of 80.

pwgtp68

Successive difference replicate weight 68 of 80.

pwgtp69

Successive difference replicate weight 69 of 80.

pwgtp70

Successive difference replicate weight 70 of 80.

pwgtp71

Successive difference replicate weight 71 of 80.

pwgtp72

Successive difference replicate weight 72 of 80.

pwgtp73

Successive difference replicate weight 73 of 80.

pwgtp74

Successive difference replicate weight 74 of 80.

pwgtp75

Successive difference replicate weight 75 of 80.

pwgtp76

Successive difference replicate weight 76 of 80.

pwgtp77

Successive difference replicate weight 77 of 80.

pwgtp78

Successive difference replicate weight 78 of 80.

pwgtp79

Successive difference replicate weight 79 of 80.

pwgtp80

Successive difference replicate weight 80 of 80.

Source

U.S. Census Bureau. 2022 ACS 1-Year PUMS. https://www.census.gov/programs-surveys/acs/microdata/access.html

Details

Survey design: Successive difference replication (SDR). Use as_survey_rep() with all 80 replicate weights:

svy <- as_survey_rep(
  acs_pums_wy,
  weights    = pwgtp,
  repweights = pwgtp1:pwgtp80,
  type       = "successive-difference"
)

Income adjustment: Income variables (pincp, wagp) are in survey-year dollars. Multiply by adjinc / 1e6 to convert to 2022 inflation-adjusted dollars before comparing across ACS years.

Metadata: The ACS PUMS source is a plain CSV with no embedded labels. Columns in acs_pums_wy carry no "label", "labels", or "question_preface" attributes. Variable descriptions are documented here in ?acs_pums_wy and in data-raw/README.md. Use set_variable_labels() and set_value_labels() to attach labels manually before analysis if needed.

Examples

# Wyoming population represented
sum(acs_pums_wy$pwgtp)
#> [1] 581381

# Age distribution
hist(acs_pums_wy$agep, main = "Age distribution, Wyoming 2022",
     xlab = "Age")


# Confirm 80 replicate weights are present
sum(grepl("^pwgtp[0-9]", names(acs_pums_wy)))
#> [1] 80