Tools

The Global Leadership Project created this Tools section to make its research resources accessible to everyone interested in leadership and representation studies. Here you will find open‑source tools designed to quantify descriptive representation, compare governance indicators and explore political leadership across countries. The Representation Calculator provides an R‑based software package that computes group‑level statistics from electoral or organizational data, while the Country Rankings dataset ranks nations worldwide using key leadership metrics. Interactive apps like Compute Representation Gaps and View Leaders make it easy to visualize disparities in representation and explore detailed profiles of political leaders.

[1.] Representation Calculator: A software package (in R) for quantifying descriptive representation by computing group-level statistics from electoral or organizational data.

[2.] Country Rankings: An online resource that compares and ranks countries worldwide based on key leadership and governance indicators.

[3.] Compute Representation Gaps: An interactive Hugging Face app that calculates and visualizes disparities in representation across demographic groups.

[4.] View Leaders: A dataset viewer showcasing detailed profiles of global political leaders for exploratory analysis.