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Alternative Data News and Insight

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  • Predicting stock returns using large language models

    Text is an underexploited data source for understanding asset markets. So far, academic research has studied only a tiny fraction of market-relevant text data and often focuses on a single specialised data source. As a result, text information is often represented in rudimentary ways. This report summarises a study that aims to improve stock-return prediction models by extracting contextualised representations of news text derived from large language models (LLMs).
    Literature Review 25 Jul 2023
  • Should I be concerned about screen-scraping?

    There are some clear compliance risks related to collecting data accessed through screen-scraping.
    Sentry 25 Jul 2023
  • Twitter and Reddit changes raise social media data risk

    Recent changes in the social media space have impacted some alternative data vendors – with possible implications for clients. In this intelligence piece, we analyse the results of our recent survey carried out among providers of social media data. We specifically assess the fallout of API changes at Twitter and Reddit, and how this potentially hinders the free flow of social media data.
    Intelligence 19 Jul 2023
  • July notebook: Transactional panels soar + discontinuations galore

    Hear from Neudata's head of research on the top trends in July.
    Tidbits 19 Jul 2023
  • Monitoring geopolitical risk with alternative data

    From pandemic restrictions to conflicts between countries, geopolitical developments can have a huge impact on global and local economies. In this report, we highlight alternative datasets to help assess risk for a country’s economy, financial stability and international trade.
    Intelligence 12 Jul 2023
  • The Signal: Retail round-up

    Our July edition looks at vendor-supplied data on the retail industry, to highlight shopping behaviour and how events such as Prime Day and Pride impact sales differently.
    Signal 12 Jul 2023
  • Is inflation being driven by a wage-price spiral?

    The return of high inflation has revived the economic trauma of the 1970s concerning wage-price spirals. To compare the current conditions of inflationary pressure, we summarise a working paper by the IMF that studies the impacts of wage-price spirals on inflation. We also highlight alternative sources of relevant economic data, including salary information, that offer timely insights into wage growth and the current macroeconomic climate.
    Literature Review 11 Jul 2023
  • How alternative macro data helps investors navigate volatile markets

    Volatility is back. In the years after the Great Financial Crisis of 2008, markets were characterised by rising stock and bond prices, together with ultra-low volatility. The status quo has been dramatically overturned in the period since the pand...
    Blog 10 Jul 2023
  • Data for ETF investing

    Exchange-traded funds (ETFs) now form a core part of investors’ portfolios, with the value of assets invested in them reaching an all-time high in 2023. However, datasets providing valuable insights into ETFs are rare due to the instrument’s tradability in both primary and secondary markets. In this report, we examine the available types of ETF data investors should be familiar with prior to onboarding their relevant product of choice.
    Intelligence 5 Jul 2023
  • Legal & compliance checklist for data providers

    The following article was contributed by Renita Sharma and Hope Skibitsky, experienced litigators in Quinn Emanuel's New York practice.   It is an exciting time for the alternative data space, with thought leaders across all industries continuing ...
    Intelligence 29 Jun 2023
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