We have multiple data sources for Earnings Transcript data. Sometimes the data is available from the SEC, but it is mostly through company websites or our third party data providers. We have multiple sources where we get access to the earnings call transcript: One source is we use the SEC website to access the available transcripts as an example and when not available, we get them from their investor relations website as in example here . In addition, we have our analysts listen in to the call and have developed apps to transcribe the call and lastly, we have partnership with various data vendors to fill out gaps when needed