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Earnings Intelligence: Combining News and Earnings-call Transcripts

In recent research (Hafez 2021), we introduced our Transcripts product and demonstrated how trading signals generated from earnings call transcripts can be used to construct portfolios that outperform the market across trading horizons ranging from days to a month.

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RavenPack Launches New Multilingual Artificial Intelligence (AI) Platform to Monitor Risks Globally

RavenPack, the leading provider of technology and insights for data-driven companies, has announced today the release of RavenPack Edge, a new AI platform that collects, reads, and analyzes billions of documents to help businesses better monitor and mitigate emerging risks.

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blog | Equities, Big Data

Anticipating the next NFP Surprise? Mind the Sentiment!

The US economy was expected to have added nearly 1m jobs in April, but what came out on the 7th of May was a meagre +266k. Could news sentiment have helped us see the negative NFP surprise coming and is it something we should be adding to our NFP checklist going forward?

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blog | Equities, Case Studies, Forex, Big Data

News Analytics Data Can Help Forewarn of Market Risks

Traditionally used by hedge funds to drive alpha-generating strategies, news analytics data also has applications for assessing financial market risks, as the deep dive into the research below shows.

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Watch: Focus on ESG Investing

We dive into how ESG investors are using news and sentiment data to generate alpha and mitigate risks.

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blog | NLP, A.I., Big Data

Watch: Understanding Risk Through the Data Mosaic

Presented by Peter Hafez at AI and Data Science in Trading Virtual Event 2021

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blog | Equities, Forex, Big Data

Bridging the Quantamental Divide: Applications in 2020 and 2021

Quantamental investing is an increasingly popular hybrid approach that combines scientific rigor with discretionary verve. How did the approach prove useful in 2020 and how might it be applied to market themes in 2021?

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News Sentiment: The Latest Pathway to Track and Trade Around ESG

Take advantage of news analytics to enhance ESG investing, from monitoring the performance of companies to building alpha-generating trading strategies.

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A News Sentiment Analysis of the Italian Sovereign Debt Market in 2021

Research shows news analytics can provide an added dimension to sovereign debt analysis - what can it tell us about the impact on markets of the most recent crisis in the Camera?

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Latest Research Papers

From Earnings News to Earnings Intelligence: Combining News and Earnings-call Transcripts

In recent research (Hafez 2021), we introduced our Transcripts product and demonstrated how trading signals generated from earnings call transcripts can be used to construct portfolios that outperform the market across trading horizons ranging from days to a month.

Uncover Alpha with Earnings Calls Transcript Data

Incorporating Earnings Calls transcript data increases IR to 1.4 for US Mid/Large Caps and 2.3 for Small Caps.

News Sentiment as a Factor For Enhancing Quantitative Investment Strategies for Asia Pacific Stocks

In this study, RavenPack data scientists sought to isolate and quantify the additional value provided by news sentiment both by itself and on top of other more traditional factors in trading Asia Pacific equities.

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