University of Bristol Interactive AI CDT first year module Applied Data Science. Repository contains my individual contribution to a group project to investigate loneliness in the UK. Background to the task available from the University of Bristol - Jean Golding challenge.

I investigated whether school attainment and absence rates indicated loneliness. The data was obtained from the government website and maps of England were produced showing regional disparity with statistical comparisons made with the Loneliness Prescription Index.

grades_plotting_pcon.ipynb -- mapping normalised grades for UK constituencies and statistical comparisons

absence_plotting_pcon.ipynb -- mapping normalised absence rates for UK constituencies and statistical comparisons