This repository contains the code used to collect, wrangle and fuse the large dataset,named master_df.csv, produced for the Applied Data Science group project investiagting the factors affecting loneliness in England. It also includes the python notebooks used to create the visualisations and decision tree model which are outlined in our report. Additionally some R scripts are also included which were used to perfom statistical analysis and tests between variables present in the dataset.