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  • Can cyber vulnerabilities be identified through alternative data?

    We summarize the findings of a whitepaper that analyses how the use of alternative data can help determine whether an equity’s cybersecurity investments reduce their vulnerability to future attacks.
    Literature Review 20 Apr 2021
  • The implications of blockchain technologies for big data services

    With its decentralized and secure nature, blockchain is drawing attention for its potential to improve big data services and applications. Below we summarize key findings from a 2020 survey paper that explores the latest approaches, opportunities, and future trends regarding blockchain and big data integration.
    Literature Review 8 Apr 2021
  • A central banking perspective on alternative data

    We summarise a recent paper from the BIS, which outlines the usage of big data and machine learning within the central bank community, based on a recent survey of Irving Fischer Committee members.
    Literature Review 23 Mar 2021
  • Challenges hedge fund managers face when using alt data

    We discuss an industry report that polled hedge fund managers on their alternative data usage. We highlight the major challenges that respondents reported and provide a brief discussion of our own findings.
    Literature Review 9 Mar 2021
  • Can consumer product choices be inferred from credit card data alone?

    We summarise the findings of a recently published paper that applies an algorithm developed by MIT researchers to infer which products a consumer has purchased when given information on only the total transaction amount. The paper also explores further applications of their algorithm such as the detection of new product launches from credit and debit card transactions.
    Literature Review 24 Feb 2021
  • Enhancing macroeconomic forecasts with alternative data

    When expectations for headline economic indicators are off-beat, economists sometimes point to the Keynesian notion of ‘animal spirits’ as the cause of error. Animal spirits can be loosely defined as the emotional and psychological drivers of economic decision making, that commonly diverge from models of rational, self-optimizing behaviors. But what if we could quantify and measure the animal spirits in headline indicators? Would it make forecasts for growth and inflation more accurate?
    Literature Review 10 Feb 2021
  • How to monitor Reddit for market manipulation activity

    We summarise findings of a recently published academic paper that evaluates different classification techniques for identifying market manipulation activity on online forums.
    Literature Review 28 Jan 2021
  • Can patents identify mispriced investment opportunities?

    We summarise the findings of an investment management white paper, which investigated whether patent data offers investors the ability to identify mispriced equities.
    Literature Review 26 Jan 2021
  • Was ESG a stock market vaccine during COVID-19?

    We summarise findings from a recent academic work that investigated whether ESG investing offered funds any resilience during the COVID-19 crisis.
    Literature Review 12 Jan 2021
  • Are government receivables reflected in stock prices?

    Below we summarize key findings from a 2020 working paper, which proposes that investors do not promptly incorporate information on government contracts into stock prices.
    Literature Review 30 Dec 2020
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