The course focuses on the tidycensus package for acquiring data from the decennial US Census and American Community survey in a tidyverse-friendly format, and the tigris package for accessing Census geographic data within R. By the end of this course, students will be able to rapidly visualize ...
In this paper, we use these census 1% samples as the basis of our main sample for two reasons: first, using these samples limits data collection and computational costs while maintaining the generalizability of our findings. Second, these samples are freely downloadable from the IPUMS website, ...
The National Plan and Provider Enumeration System downloadable file (data set and code book). Accessed June 14, 2021. https://download.cms.gov/nppes/NPI_Files.html 13. University of Michigan Behavioral Health Workforce Research Center. The child and adolescent psychologist workforce, 2020. ...
Bias analyses of US Census surveys have noted greater nonresponse among people with lower incomes during 2020 than previous years, and ongoing efforts to improve data collection in vulnerable populations are needed.48 Furthermore, survey respondents tend be more healthy than the general population and...
By collecting and analyzing data from a variety of government and private sources, we're able to create detailed, informative profiles for every city in the United States. From crime rates to weather patterns, you’ll find the data you're looking for on City-Data.com. City...
The data are publicly available from the United States Census Bureau (https://www.census.gov/en.html). Categorization method A change in extreme precipitation is categorized by accounting for the national standard's confidence intervals (CI). The NOAA Atlas 14 provides 90% CIs as the upper ...
In addition, Maptitude includes one FREE Country Package of your choice (a US$595 value). Choose the U.S. Country Package to get U.S. maps and detailed demographic data down to the Census Tract level. Maptitude mapping software for United StatesLocate...
CareerBuilder.com. Due to these data limitations, that paper could not discuss and measure the sensitivity of concentration to alternative market definitions, or assess the overall level of concentration in the US. Benmelech et al. (2020) use Census data for manufacturing industries to measure emplo...
To start, download thecartographic boundary shapefilesfrom the US Census. You can download both county and state, depending on your needs. I suggest downloadingcb_2018_us_county_500k.zipandcb_2018_us_state_500k.zip. Data cleanup Once you download the files, head tomapshaper.comto filter an...
Shapefiles of towns and state boundaries of the US West Coast states are downloadable from the US Census Bureau (https://www.census.gov/cgi-bin/geo/shapefiles/). The State Geologic Map Compilation (SGMC) geodatabase of the conterminous United States is available from the US Geological ...