I have strong data analysis skills. At MINING.com, I modeled data from the business's sister division, Mining Intelligence. I used R to explore datasets and craft stories. In 2014, one of the MINING.com editors was a Jack Webster Awards finalist in the data journalism category.

At Kitco Mining, I used JavaScript and D3 to make slope graphs, as well as animated charts for social.

A ridgeline plot developed by Michael McCrae for Mining Intelligence, showing pay range by job title at Canadian mines. Data was compiled in 2017.

A sankey diagram developed by Michael McCrae for Mining Intelligence showing a breakdown of financings by resource companies in October 2017.

The world's top 10 largest gold mining companies based on the miner's production figures reported for 2022 (calendar year).