Scottish Islands Survey 2023: main findings report

Annex 1: Secondary data sources

National Records of Scotland 2023-2 Scottish Postcode Directory Files: Postcode Index. Contains NRS data © Crown copyright and database right [2023]

Scottish Government GI-SAT Scottish Island Regions Lookups 2023. Copyright Scottish Government, contains Ordnance Survey data © Crown copyright and database right (2023).

National Records of Scotland Island – Scotland. Copyright National Records of Scotland, contains Ordnance Survey data © Crown copyright and database right (2023).

National Records of Scotland Population estimates of data zones by single year of age, mid-2021. © Crown Copyright 2022. Data supplied by National Records of Scotland

National Records of Scotland Population Estimates of Scottish Island Regions (2011 Data Zone based). © Crown Copyright 2023. Data supplied by National Records of Scotland.

National Records of Scotland 2011 census table data: Output Area 2011 - Table LC1117SC. © Crown Copyright. Data supplied by National Records of Scotland

Software acknowledgements

Note: versions of software and ‘packages’ cited as of July 2024: earlier versions may have been used during the analysis.

Posit Software, PBC (2024) RStudio 2024.04.2 Build 764. Posit Software, PBC.

R Core Team (2024). R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing, Vienna, Austria. https://www.R-project.org/.

Ooms J (2023). _writexl: Export Data Frames to Excel 'xlsx' Format_. R package version 1.4.2, https://CRAN.R-project.org/package=writexl

Wickham H, Bryan J (2023). _readxl: Read Excel Files_. R package version 1.4.3, https://CRAN.R-project.org/package=readxl

Pebesma, E., & Bivand, R. (2023). Spatial Data Science: With Applications in R. Chapman and Hall/CRC. https://doi.org/10.1201/9780429459016

Pebesma, E., 2018. Simple Features for R: Standardized Support for Spatial Vector Data. The R Journal 10 (1), 439-446, https://doi.org/10.32614/RJ-2018-009

Dorman M (2023). _nngeo: k-Nearest Neighbor Join for Spatial Data_. R package version 0.4.7, https://CRAN.R-project.org/package=nngeo

Heinzen E, Sinnwell J, Atkinson E, Gunderson T, Dougherty G (2021). _arsenal: An Arsenal of 'R' Functions for Large-Scale Statistical Summaries_. R package version 3.6.3, https://CRAN.R-project.org/package=arsenal

Kaplan J (2023). _fastDummies: Fast Creation of Dummy (Binary) Columns and Rows from Categorical Variables_. R package version 1.7.3, https://CRAN.R-project.org/package=fastDummies

Wickham H, François R, Henry L, Müller K, Vaughan D (2023). _dplyr: A Grammar of Data Manipulation_. R package version 1.1.2, https://CRAN.R-project.org/package=dplyr.

Tennekes M (2018). “tmap: Thematic Maps in R.” _Journal of Statistical Software_, *84*(6), 1-39. doi:10.18637/jss.v084.i06 https://doi.org/10.18637/jss.v084.i06.

Daniel Adler, S. Thomas Kelly, Tom Elliott, and Jordan Adamson (2024). vioplot: violin plot. R package version 0.5.0 https://github.com/TomKellyGenetics/vioplot

Spatial data acknowledgements (Figure 1)

Office for National Statistics Countries (December 2023) Boundaries UK BFC. Source: Office for National Statistics licensed under the Open Government Licence v.3.0. Contains OS data © Crown copyright and database right [2024]

Scottish Government Scottish Island Regions. Copyright Scottish Government, contains Ordnance Survey data © Crown copyright and database right (2024)

Central Statistics Office, Ireland Provinces. Copyright of the Government of Ireland, licensed under Creative Commons Attribution 4.0 (https://creativecommons.org/licenses/by/4.0/) [Note: geographies reprojected and merged]