Explore our curated finance research datasets.
Our website provides a user-friendly interface where researchers, data scientists, and business analysts can easily access and download a global business network.
You will find the corresponding working paper “Global Business Networks” here: Download Paper
By downloading the dataset, you gain access to a global time-varying business network for more than 63,000 global firms. There are currently three variants available for download: A network based on the open-source T5-XXL sentence transformer model, and two embedding models from OpenAI (text-embedding-3-small and text-embedding-3-large). We also provide networks based on business descriptions where company identifying information was masked (see “Masked networks” section) and the AI-generated historical business descriptions from annual reports.
We also provide networks based on business descriptions where company identifying information was masked: