Sources: - Diffbot Sanctions Tracker (https://www.diffbot.com/insights/every-company-affected-by-sanctions/) - Diffbot Knowledge Graph (more detail on query below)

Data Viz Tool: Infogram

Disclaimer: I work for Diffbot

I started by querying the Knowledge Graph for people who live in Russia but work for a non-Russian company. Faceting this query by their employer provides me with a list of non-Russian companies ranked by # of Russian employees.

type:Person location.country.name:"Russia" employments.{employer.{location.country.name!="Russia" nbLocations>0} isCurrent:true} facet:employments.{employer.name isCurrent:true}

This data underrepresents actual employment figures, as there are many employees who do not maintain an internet presence linking them to their employer. Underrepresentation should be fairly equal across all companies, and relative position in the rankings should be accurate.