A series of charts I’ve created using R, Python and D3.
- Data collection
- Data wrangling
- Visual Studio Code
- Microsoft Excel
An interactive line chart created with ggplot2 and ggiraph. The data was scraped directly from CATSA using Microsoft Excel, and restructured and analysed with R:
Stacked bar chart
An interactive stacked bar chart created with ggplot2 and ggiraph. The data was pulled from an Angus Reid survey and analysed with R:
An interactive chart comparing the effectiveness of vaccines against COVID-19. I was inspired to create this after reading this article on how certain COVID-19 data can be more accurately compared using the incidence rate — a figure which shows how often an event, such as disease or death, occurs in a population.