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blog | Big Data, Equities, Forex

10 Things We Learned From News Analytics in 2020

Events such as COVID-19 and the U.S. presidential elections have made 2020 a year unlike any other. Below is a summary of 10 of the most interesting data insights we drew from news analytics and sentiment data in 2020.

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research | Big Data, Equities

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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blog | Equities

Trading Small-Caps Comes With Risk and Rewards

Trading Small-Caps Comes With Risks and Rewards, Could News-Based Strategies be the Ideal Solution?

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research | Equities

European Insider Transactions Strategies Overlaid with Sentiment

Trades made by company insiders can offer clues as to future market direction - and whilst prior studies have proven its efficacy at a global level, how well does it perform for European stocks?

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research | Equities

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.

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blog | Equities

Headlines that Damage Reputations and How to Trade Them

Market overreactions following bad news headlines are usually temporary and can provide the basis for a profitable contrarian trading strategy.

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research | Equities

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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research | Equities

Insider Trading Strategies Enhanced by News Sentiment Data

This study shows how insider transaction data can be used to generate profitable trading signals, and enhanced using a News Sentiment overlay

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research | Equities

RavenPack News Sentiment Data Outperforms During Coronavirus Crisis

News sentiment data can still enhance alpha strategies and provide downside protection during periods of intense volatility.

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Latest Blog Articles

10 Things We Learned From News Analytics in 2020

Events such as COVID-19 and the U.S. presidential elections have made 2020 a year unlike any other. Below is a summary of 10 of the most interesting data insights we drew from news analytics and sentiment data in 2020.

Profile of a Sentiment Trader

RavenPack data is used in an increasing number of academic fields for research work that involves quantifying market sentiment. The article below highlights one particular study from 2020 that makes original use of our data as part of a social profiling exercise.

Predicting a Historic Election with News Analysis

Predicting a Historic Election with News Analysis. How well did our monitor forecast the 2020 presidential election? Joe Biden won the presidential election by 306 electoral votes to Trump’s 229. The result is very close to RavenPack’s forecast of a Biden victory by a mean of 313 votes to 225 for Trump and places our prediction within 3% of the expected nationwide result.

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