Some media reports have counted her name tens of thousands of times in the records, with totals varying according to the documents searched and the method used.
The number is striking, but it requires context.
Large document collections can include repeated email chains, address books, financial records, travel arrangements and references copied across multiple files.
A high mention count does not necessarily represent the same number of separate events or allegations.
What matters is the content of the individual records: what was communicated, what actions were documented and whether independent evidence supports a particular conclusion.
The files provide evidence that Shuliak was closely connected to Epstein.
They do not, simply by virtue of how frequently her name appears, establish that she committed a crime.
DID SHE REALLY DISAPPEAR?
Reports have described Shuliak as maintaining a very low public profile since Epstein’s death.
Some accounts have said she is believed to be living in New York, while others have noted that she has rarely spoken publicly about her relationship with him.