R

Painting Tails

If you’re a cat, go find the nearest open pot of paint. No need to read further. But if you’re a data scientist, what to do?

Finding Happiness in ‘The Smoke’

The Smoke, to use London’s nickname, has 32 boroughs plus the central business district known as the City of London. What does Cluster Analysis tell us about the characteristics that bind them?

Bootstraps & Bandings

Are the residential property bands of 3 decades ago becoming less so? Would a sample of those recently-sold reveal band convergence? And what may be inferred about those not sampled?

A Frosty Deal?

Before the post-Brexit trade negotiations concluded, what did quantitative textual analysis and word embeddings tell us about the shifting trade-talk sentiment?

Weathering the Storm

Covid-19 began battering the financial markets in February. Which sectors are faring best when comparing each in the S&P 500 with the overall market since February 19th, 2020.

Moving House

After reading up on Blogdown, I decided to take the plunge and leave Wordpress for a quieter life in Blogdown. The motivation?

East-West Drift

Animated dimensionality reduction and whether East and West are drifting closer or farther apart based on historical UN voting patterns.

Seeing the Wood for the Trees

There comes a point where the sheer volume of small multiples one wants to visualise requires a different strategy.

Can Ravens Forecast?

Humans have the magical ability to plan for future events. But it’s not quite a uniquely human trait as ravens can match a four-year-old.

Criminal Goings-on

Criminal goings-on in a random forest and predictions with other models from the Tidymodels framework.

Plots Thicken

Every story needs a good plot. Which plot types generate the most interest on Wikipedia?

Cluster of Six

Exploring parliamentary voting patterns with hierarchical clustering

Digging Deep

Do we see more planning applications when house sales are depressed?

House Sales

A series of events, such as the Financial Crisis and the 2016 Brexit vote, that damped down residential property sales in London

Set Operations

When visualising a small number of overlapping sets, Venn diagrams work well. But what if there are more. Here’s a tidy(verse) approach to the exploration of sets and their intersections.

Let’s Jitter

Welcome to the tidyverse with data ingestion, cleaning and tidying. And some visualisations of sales data with a little jittering.