GIS & Data Analytics
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.