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blog | NLP, Case Studies

News Analytics Reflect Reacceleration in Cases, French Sentiment Peaks, Key COVID Indexes

In our latest update, we track the news analytics of a possible emerging second wave, news sentiment peaks in France on falling hospitalizations, and we take a tour of the key analytical gauges on our news monitor and how investors can use them in their decision-making.

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blog | Machine Learning, NLP

Machine Learning @ RavenPack: Improving Sentiment Models With Better Inputs

At RavenPack we are developing our next-gen platform and we are publishing some of our research findings with the NLP community at large. You can read our latest research below, and take a 2-minute survey to get involved in our BETA program.

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blog | NLP, Case Studies

Child Poverty on the Rise Due to COVID, Fake News Peaks in the U.S., Russia Reopening

In this update, news rises about poverty worsening due to coronavirus, China-U.S. ties are further strained by fake news claims, and Russia reopens for business.

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blog | NLP, Case Studies

Mental Fallout, Renewed Second Wave Fears, the June 11 Sell-Off Analyzed, Announcing our New Presidential Monitor

In this update, metrics from Sweden, Switzerland, and Spain, the mental health fallout from COVID-19, we announce the launch of our 2020 presidential monitor, spotlight on the recent sell-off.

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blog | NLP, Case Studies

The U.S Goes Back to Work, Brazil’s President and Fake News, Monitor Highlights

In this update, unemployment recovers in the world’s largest economy, a fake news scandal threatens Brazil’s President, and how the monitor can be used to get the stories driving the indexes.

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blog | NLP, Case Studies

George Floyd Protests Dominate COVID-19, Second Wave Unlikely Say Experts, Fake News Down

In this issue, COVID-19 and the George Floyd protests, fears of a second wave decline, and how fake news is hitting record lows.

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blog | NLP, Case Studies

Coverage Falls, Sentiment as an Indicator of Back-to-Schoolness, Monitor Highs

In this issue, evidence media attention is declining; can sentiment predict whether a nation’s schools are reopening? And, which countries are hitting extremes on our monitor indexes.

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blog | NLP, Case Studies

The Era of Social Distancing

Our latest update includes a focus on social distancing, on two countries badly hit by the virus Russia and Brazil, tips on ESG-stock trading, and how enhancements to our news monitor enable story level granularity.

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blog | NLP, Case Studies

Sentiment Reverses, Insider Trading Data for Market Turns, A Breakthrough for the Vaccine..?

The tide turns as key sentiment indices show compelling reversal insignia reflecting phase ‘opendown’ and rising prophylactic optimism.

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Latest Research Papers

Focus on APAC Insider Transactions Strategies Overlaid with Sentiment

How can investors use insider transactions overlaid with sentiment data to drive alpha and what are the results if applied to portfolios from the Asia Pacific region? RavenPack’s latest white paper investigates.

A 2020 U.S. Election Forecasting Model Leveraging RavenPack’s News Analytics

RavenPack data is used to analyze sentiment, media attention, and historical voting patterns to predict the U.S. presidential election in 2020.

News Sentiment Investment Strategies in APAC - A Case Study

Trading strategies based on Asia Pacific news sentiment produced excess returns for up to a month ahead

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