The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Jun. 04, 2024
Filed:
Aug. 27, 2021
S&p Global Inc., New York, NY (US);
Fanxi Zhao, Boston, MA (US);
David Pope, North Andover, MA (US);
Daniel Sandberg, North Babylon, NY (US);
Temilade Oyeniyi, Chicago, IL (US);
Ashish Sumsher Rana, Silver Springs, MD (US);
Eric Oak, Framingham, MA (US);
S&P Global Inc., New York, NY (US);
Abstract
A method of textual data analysis is provided. The method comprises parsing text data extracted from transcripts related to a number of companies. Intermediate metrics are created comprising numerical representations of the parsed text data and derivations. The intermediate metrics are then combined into different combinations comprising headline analytics. A machine learning model tests each headline analytic for standalone predictive efficacy. Headline analytics with standalone predictive efficacies above a first threshold are selected and then tested for additive predictive efficacy to determine if the selected headline analytic incrementally increases the predictive efficacy of a preexisting economic analytic above a second threshold. Headline analytics with additive predictive efficacy above the second threshold are applied to a second number of transcripts in combination with the preexisting economic analytic to predict financial performance of companies that are the subjects of the second number of transcripts.