free range statistics

I compare vaccination rates in the Pacific to GDP per capita and find the evidence isn't strong enough to say that there is a relationship between the two.

I have a go at showing the proportion of members of Parliament that are women on a map of the world, as an experiment in a tricky data visualisation

I look into the use of Isometric Centralised Box-Cox Transformed Ratio for analysing compositional data like proportions of soil, time use or chemicals.

Drawing an annotated choropleth map of Pacific Island countries and territories.

I show how to access data from the Pacific Data Hub to draw population pyramids of Pacific Island countries and territories.

Sometimes a Twitter storm of chart-shaming is unfair, mean, and frankly misguided. I reproduce and defend a chart originally produced by FiveThirtyEight to illustrate changes over time in how nominations for US Supreme Court Justices have been voted on in the Senate.

Beware that the direction of a principal component can vary depending on the sequence of the original data.

I make a SQLite database of daily observations of Australian security prices, volumes and short positions.

After some experimenting with how to show stock price and volume at the same time, I conclude unsuprisingly that the charts commonly used in finance are pretty much fit for purpose, but alternative presentations have their place too.

Shiny can be an effective platform to quickly build data-intensive web applications that otherwise would not be commercially viable. The rationale for using Shiny at the right time is convenience, cost, and statistical and graphics power.