replicating nimby – references

- Works Cited

Brinkman, J., & Mok-Lamme, D. (2019). Not in my backyard? Not so fast. The effect of marijuana legalization on neighborhood crime. Regional Science and Urban Economics, 78. https://doi-org.ezproxy.gvsu.edu/10.1016/j.regsciurbeco.2019.103460

Anderson, D. M., & Rees, D. I. (2023). The Public Health Effects of Legalizing Marijuana. Journal of Economic Literature, 61(1), 86–143. https://doi-org.ezproxy.gvsu.edu/10.1257/jel.20211635

Hughes, Lorine A., Lonnie M. Schaible, and Katherine Jimmerson. “Marijuana Dispensaries and Neighborhood Crime and Disorder in Denver, Colorado.” Justice Quarterly, vol. 37, no. 3, 2020, pp. 461-485, doi: 10.1080/07418825.2019.1567807.

Website Image Credit:

artist: “moomusician”, vectorstock.com

Data Sources:

Colorado Department of Revenue: Medical and Retail Marijuana Licencees
City and County of Denver Surveyor’s Office: Denver Geographic Boundaries
FBI Uniform Crime Reporting Program: Colorado
2014 American Community Survey: Colorado Population, Race, Ethnicity, and Poverty Rates

Resources:

“Creating Maps in R”
“Dplyr solution using slice and group”
“How to Use the coalesce() Function in dplyr”
“Join Data with dplyr in R: 6 Examples”
“Making high-quality tables in R with the gt package”
“Pass chunk of filename to column name in a loop”

Software:

Rstudio
- Packages:
  - fs (Hester, Wickham, and Csárdi 2021)
  - lubridate (Grolemund and Wickham 2011)
  - openxlsx (Schauberger and Walker 2023)
  - readx (Wickham and Bryan 2023)
  - sf (Pebesma 2018)
  - tidycensus (Walker and Herman 2023)
  - tidygeocoder (Cambon et al. 2021)
  - tidyverse (Wickham et al. 2019)
  - tigris (Walker 2023)

References

Cambon, Jesse, Diego Hernangómez, Christopher Belanger, and Daniel Possenriede. 2021. “Tidygeocoder: An r Package for Geocoding” 6: 3544. https://doi.org/10.21105/joss.03544.

Grolemund, Garrett, and Hadley Wickham. 2011. “Dates and Times Made Easy with Lubridate” 40. https://www.jstatsoft.org/v40/i03/.

Hester, Jim, Hadley Wickham, and Gábor Csárdi. 2021. “Fs: Cross-Platform File System Operations Based on ’Libuv’.” https://CRAN.R-project.org/package=fs.

Pebesma, Edzer. 2018. “Simple Features for r: Standardized Support for Spatial Vector Data” 10. https://doi.org/10.32614/RJ-2018-009.

Schauberger, Philipp, and Alexander Walker. 2023. “Openxlsx: Read, Write and Edit Xlsx Files.” https://CRAN.R-project.org/package=openxlsx.

Walker, Kyle. 2023. “Tigris: Load Census TIGER/Line Shapefiles.” https://CRAN.R-project.org/package=tigris.

Walker, Kyle, and Matt Herman. 2023. “Tidycensus: Load US Census Boundary and Attribute Data as ’Tidyverse’ and ’Sf’-Ready Data Frames.” https://CRAN.R-project.org/package=tidycensus.

Wickham, Hadley, Mara Averick, Jennifer Bryan, Winston Chang, Lucy D’Agostino McGowan, Romain François, Garrett Grolemund, et al. 2019. “Welcome to the Tidyverse” 4: 1686. https://doi.org/10.21105/joss.01686.

Wickham, Hadley, and Jennifer Bryan. 2023. “Readxl: Read Excel Files.” https://CRAN.R-project.org/package=readxl.