I Tried to Find Out How Close I Am to the CEO of Roblox. The Answer Was Three.

📰 Medium · Data Science

You can calculate your distance to a CEO on social media using graph theory, revealing surprising connectivity

intermediate Published 14 May 2026

Action Steps

Build a graph of your social media connections using tools like NetworkX
Run a shortest path algorithm to find the distance between you and a target individual, such as a CEO
Configure your analysis to account for weighted edges and directed graphs
Test your results using real-world data from social media platforms
Apply graph theory concepts to other areas, such as recommendation systems or community detection

Who Needs to Know This

Data scientists and analysts can benefit from understanding graph theory to analyze social media connections, while marketers and entrepreneurs can apply this knowledge to optimize their online presence

Key Insight

💡 Graph theory can be used to analyze and quantify social media connections, revealing unexpected proximity to influential individuals