GIS & Data Analytics
A talk on working with postcode data in R.
Using data science methods to explore social, economic and psychological influences on dietary choices.
Prototype interactive dashboard for the ‘About Drought’ project, using R packages Flexdashboard, Crosstalk, Leaflet, amongst others. Not all design choices were mine, so is a somewhat ‘busy’ interface.
Data visualisation, clustering and predictive modelling in Python.
A simple example of agent-based modelling in Python.
Applying multinomial logistic regression and a random forest classifier to survey data in R.