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  • Using alt data to monitor illicit oil supply chain activity

    We provide an overview of the significant wide-ranging implications of oil and fuel theft, including its negative impact on oil and gas companies, governments, and economic growth. We also share a brief analysis by a supply chain risk intelligence data provider, which showcases how alternative data can be used to identify and analyse the extent of illegal pipeline tapping in a particular region.
    Intelligence 9 Aug 2018
  • UK House Prices: Creating a better index using alt data

    House Price Indices are one of the most closely observed economic indicators in the world, especially since the global recession in 2008. However, various government and private organisations rely on proprietary and/or public datasets to produce their own interpretation of an HPI. We evaluate some of the leading HPIs in the UK (construction methods, outcomes, advantages, and disadvantages) and highlight relevant alternative data sources for readers interested in constructing a more appropriate HPI for their needs.
    Intelligence 2 Aug 2018
  • ESG hedge fund trends – data challenges and opportunities

    A recent survey of 80 hedge funds by AIMA found that almost 40% of respondents are already engaging in responsible investing practices. However, data quality issues appear to be the biggest barrier to increasing such initiatives. For quants, these data limitations have made building systematic strategies particularly challenging. At Neudata, we see evidence of this changing as a result of alternative data addressing the many quality-related shortfalls plaguing the industry.
    Intelligence 19 Jul 2018
  • Backtesting crop production forecasts

    We highlight key findings from a commodity alternative data provider's recent backtest on their US corn production forecasts. The results establish that the group’s forecasts lead USDA estimates, market consensus, and corn futures closing prices. Neudata are the first third party to be made aware of these results.
    Intelligence 11 Jul 2018
  • Spotlight on: Satellite data

    From counting cars at mall and shopping centre parking lots to gauge consumer traffic, to calculating the shadows cast on floating-roof tanks to estimate global crude oil supply, satellite data has become one of the more well-known types of alternative data in the market. With significant numbers of institutional investors realizing the value of this data, we address the current state of the industry, as well as some words of caution when approaching satellite data.
    Intelligence 28 Jun 2018
  • Using corporate jet tracking to identify M&A activity

    We summarise a case study illustrating how corporate jet activity can yield signals that help investors to identify the most likely acquirer for a takeover target. We also outline an alternative approach to tracking corporate jets using free alternative data sources.
    Intelligence 21 Jun 2018
  • ESG 2.0 – a solution to slow moving ESG scores

    With 90% of today’s data created in the last two years, opportunities to leverage vast amounts of unstructured data sources are growing at an exponential rate. The proliferation of AI and big data is transforming the ESG industry – providing investors with a greater supply of more timely information and the ability to develop more sophisticated investing strategies. Alternative data is the driving force behind ESG 2.0.
    Intelligence 14 Jun 2018
  • Backtesting psychometric profiling data

    We summarise key findings from a backtest using an alternative data provider’s cognitive data scores and shareholder returns. Scores were sourced from statements made by company executives on quarterly earnings calls. In short, the backtest supports the view that higher than trend value scores are likely to precede shareholder gains.
    Intelligence 31 May 2018
  • Using Alternative Data to Evaluate Pharmaceutical Pipelines

    We summarise key findings of a research paper co-authored by a pharmaceutical data provider. Using Takeda Pharmaceutical’s FY 2017 Q4 pipeline as an example, we also evaluate how phase transition data can be used by investors to gain a better understanding of which drugs are most likely to be approved by the FDA and to analyse the health of a pharmaceutical company’s pipeline.
    Intelligence 23 May 2018
  • Measuring the unmeasurable: An alternative data story

    Sports Direct and Ryanair have both demonstrated share price volatility in the last few years that many attribute to poor labour management practices. Finding a way to measure social intangibles, and in particular monitoring significant changes to such, could therefore be a useful leading indicator in predicting share price movements. We outline 1) ways in which one can measure the ‘S’ factor, 2) studies that support incorporating social intangibles into the investment process and 3) examples of alternative data providers that can help an investor do so.
    Intelligence 17 May 2018
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