Using machine learning techniques like Random Forest and XGBoost, we’ll create models that can predict the chances of a crisis based on these economic signals.

There is a clear positive relationship between between the Penguin's Flipper Length and Body Mass. In particular, the Gentoo species accounts for the largest Flipper Length and therefore, the Largest total body mass, amongst the three-species.

Comparing McDonald’s BigMac Index and the change in used car prices to determine which was a better indicator of inflation. Datasets were collected from the FRED. Supervised and Unsupervised Machine Learning methods were tested in RStudio

Test functionality

The OpenAlex R package enables users to query, explore, and analyze research data directly in R, providing a way to integrate bibliometric information into your data science workflows.