We are glad that so many people are interested in our work and the data that we have collected. We are open to research collaborations and sharing data with researchers who would like to use our data for their own independent work. If you’re interested in a collaboration or would like to use our data for your own scholarly project, please send us a message using the contact form linked below. In the absence of research collaboration, we do not share our data with independent organizations, international education providers, or other external entities.