OAC2021-2 Ancillary data and link to Github

Creation of the 2021/2 Output Area Classification [External Github Repo LINK]ScriptsMetadata.R - creating reference tables and glossaries for Census data.Downloading_data.R – downloading 2011 and 2021 Census data from NOMIS using nomisr package.Comparing_Censuses.R - data cleaning and amalgamation.Transforming_Census_data.R – data manipulation and transformation for the classification.NI.R – modelling 2021 data for Northern Ireland.Correlation.R - testing correlation between the variables.Pre-clustering.R - preparing data for clustering.Clustering.R - clustering of the data.Post-clustering.R - creating maps and plots of the cluster solution.Testing_clustering.RClustergrams.ipynb – creating Clustergrams in Python. (Credits: Prof Alex Singleton)Industry.R - loading Industry dataIndustry_classification.R - creating geodemographic classification with Industry variablesGraph_comparisons.R - comparing data with graphsDataList of folders (subfolders & files) in the project:API - Census data downloaded and saved with use of nomisr package.Clean – amalgamated data ready for the analysis.Raw_counts - datasets with raw countsPercentages - datasets transformed into percentagesTransformed - datasets transformed with IHS (analysis-ready)Final_variables - datasets with OAC variables onlyAll_data_clustering - results of the clustering for all investigated datasets.Clustering - datasets with cluster assignment for the UK and centroids.Lookups - reference tables for 2011 and 2021 Census variables.NISRA 2021 - 2021 Census data at LGD level for Northern Ireland.Objects - R objects created and stored to ensure consistency of the results or load big filesSIR – contingency tables on disability counts by age, utilised for calculation of Standardised Illness Ratio.shapefiles - folder containing shapefiles used for some of the calculations.PlotsBar_plots - Comparison of clusters to the UK (as well as Supergroup and Group averages)Clustergrams – plots used to establish number of clusters at each classification level.Maps