May 26, 2022
With hundreds of companies holding their earnings conference calls on the same day, it’s hard to keep up. Natural Language Processing (NLP) empowers analysts and investors to capture the full breadth of short-term opportunities.
Every quarter, the couple of weeks that constitute Earnings Season continues to afford substantial opportunities to harness alpha, but with hundreds of companies holding their earnings conference calls on the same day, analysts and investors are left with no choice but to prioritize their attendance — a decision that hampers their ability to capture the full breadth of short-term opportunities. Natural Language Processing (NLP) can help.
We review the 5 aspects that would make a difference according to our recent research.
Optimizing the timeline to capture fast-moving opportunities.
Filtering out the spin to detect ominous variations in corporate language transparency.
Sentiment analysis is stronger when multiple signals shine a light from different angles . . .
To read more about RavenPack’s Earnings Intelligence series research
RavenPack Earnings Intelligence combines signals from separate sources augmented with sentiment and thematic analytics for a powerful alternative that removes the limits of isolated vendor data. Learn More
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We consider incorporating sentiment signals from news, earnings call transcripts, and insider transactions to boost the risk-adjusted returns, and revive factor performance.
We find stronger, more predictable market reactions when the words of company executives agree with their actions.
We have gathered 12 insights from 2021 research that can be leveraged in 2022.