Before revision:  Due to the gigantic number of 10-Q filings prevailing in the market for each quarter and diverse variations in the implementation of formatgiven company-specific nature , it has long been a problem in the field to provide a generalized way to dissect and retrieve the itemized information .
After revision:  Due to the massive volume of 10-Q filings prevailing in the market for each quarter and diverse variations in the implementation of formatgiven company-specific nature , it has long been a problem in the field to provide a generalized way to dissect and retrieve the itemized information .