- Data collection
- Data wrangling
- Canvas API
- Microsoft Excel
- Visual Studio Code
An interactive line chart created with R packages 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.
Grouped bar chart
An interactive bar chart comparing physician salaries across specialties in the US and Canada. The data was compiled from a Medscape survey and CIHI report released in 2022, and transformed with R. R packages ggplot2 and ggiraph were used to create the visualisation:
An interactive dot plot presenting the average life expectancy for men and women across Canada, according to the latest available data from Statistics Canada.