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  • 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
  • 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
  • The Data De-identification Fallacy?

    We highlight the findings of a research paper that takes a unique approach to the topic of re-identification risk and highlights the privacy risks associated with current de-identification methods.
    Literature Review 2 Dec 2020
  • Data quality: An assessment of 12 frameworks

    Poor data quality can have far-reaching effects, reiterating the importance for data users – buyers and sellers alike – to closely follow a quality assurance framework. In this Literature Review, we summarise the findings of a 2019 research that surveyed and assessed 12 data quality frameworks on behalf of data users.
    Literature Review 17 Nov 2020
  • Can stock recommendations via official WeChat accounts trigger market reactions?

    This review summarizes the key empirical findings from an academic work that explores how the market reacts to the stocks recommended via official WeChat accounts. We summarise the findings of this research and highlight several Neudata-listed alternative data providers applicable for such use cases.
    Literature Review 4 Nov 2020
  • Rethinking how we evaluate and access alternative data

    A recent academic paper suggests that institutional investors may benefit from rethinking how they engage with alt data. We summarise the key findings from this research. We also present the authors’ framework for which to evaluate alt datasets.
    Literature Review 21 Oct 2020
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