acs 5-year estimates public use microdata sample  (MicroData Instrument Inc)

Journal: Scientific Data

Article Title: A Large-Scale Geographically Explicit Synthetic Population with Social Networks for the United States

doi: 10.1038/s41597-024-03970-1

Figure Lengend Snippet: The Distribution of Cosine Similarity between Synthetic Population and the American Community Survey Public Use Microdata Sample (ACS PUMS) for the 2462 Public Use Microdata Areas (PUMA).

Article Snippet: After comparing our synthetic population to the input census data (i.e., in tract level), we also conducted two external validation experiments by utilizing the American Community Survey Public Use Microdata Sample (ACS PUMS) and the census data at the block group level.

Techniques:

Journal: Gates Open Research

Article Title: Simulated data for census-scale entity resolution research without privacy restrictions: a large-scale dataset generated by individual-based modeling

doi: 10.12688/gatesopenres.15418.2

Figure Lengend Snippet:

Article Snippet: We initialized the simulated population’s demographic characteristics, including age and date of birth, race/ethnicity, sex, nativity (i.e., whether a simulant was born within the US), geographic area, and household structure by sampling from the 2016–2020 ACS Public Use Microdata Sample (PUMS) .

Techniques: Migration, Biomarker Discovery

Journal: Scientific Data

Article Title: Multidimensional well-being of US households at a fine spatial scale using fused household surveys

doi: 10.1038/s41597-023-02788-7

Figure Lengend Snippet: Spatial Datasets Used.

Article Snippet: Variables in “donor” surveys are fused onto ACS Public Use Microdata Sample (PUMS) microdata to produce simulated values for variables unique to the donor.

Techniques: Blocking Assay