Data Analysis and Visualisation
Below is a sample of my data analysis and visualisation work
LSE Cities: cluster analysis of urban experts views on the future of knowledge work in cities post-covid, using dimensionality reduction and k-means
LGBT free zones: spatial and neighbourhood effects analysis
How serious is the EU about LGBT free zones in Poland? Notebook coming soon.
LSE Data Science Institute
Developing notebooks for teaching supervised and unsupervised machine learning including PCA, t-SNE, k-means on MNIST data and UK panel datasets.