When sharing a dataset or dataverse, the favicon file favicondataverse.png for the app tends to be used as the thumbnail to preview the page.

With it's 16 x 16 size, it is distorted and pixelated. There are tools like realfavicongenerator.net that can be used to generate the appropriate file types for various browsers and platforms.