Quick Takes: Big Data and Machine Learning

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In this video from our quantitative analysts, we debut ways Causeway is harnessing the power of big data for our investment strategies.

Key insights

We have used Twitter analysis to predict election results, and are evaluating if sentiment analysis can be used at the stock or product level
We’ve found a way to quantitatively analyze transcripts en masse to identify cases of extreme positive or negative sentiment
Given all of the assumptions and pitfalls in analyzing big data, we at Causeway take an active role in the signal construction process.

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