Why does it seem that few Japanese alternative data providers adopt natural language processing technology? When a Japanese provider claims to adopt AI-driven NLP for sentiment analysis, we often find it comprises little more than user ratings and supervised text classification. In this report, we will explain the challenges in Japanese language text mining and highlight a few vanguard providers tackling such obstacles in Japan.

The Cyberspace Administration of China (CAC) recently published three new data-related regulations, including “Measures on the Security Assessment of Cross-Border Data Transfer”. In this intelligence report, we summarise the latest developments in the Chinese data-related regulatory framework and moves by key industry stakeholders.

We reflect on an area of alternative data that has seen substantial growth and evolvement in the past few years. This report examines some newer applications of natural language processing (NLP) we've begun to see emerge within the alternative data space.

After increased media attention and some discontinuations in the location data market, this intelligence piece looks at some alternative data sources to location data. Use cases for this type of data have typically been associated with tracking short-term mobility patterns. We also explore the data sources that can facilitate an understanding of longer-term human mobility and population dynamics.

Carbon markets provide investors with an opportunity to decarbonise their portfolios and the economy. Soaring carbon prices in recent years also offer non-ESG investors benefits from appreciating prices. In this report, we summarise the current trends in carbon markets, outline their benefits to investors, and highlight the datasets that offer insights into the future dynamics of carbon pricing.

The interpretation (and as some argue, thoroughness) of ESG considerations can vary substantially throughout investment management. This is where the EU’s Sustainable Finance Disclosure Regulation (SFDR) is designed to help – creating a common set of disclosures for financial market participants.

Alternative data isn’t just for firms with large data budgets. We highlight some of the lower-cost options for investment firms looking to utilise alt data for public and private equity use cases.

Last week, Apple held its annual Worldwide Developer Conference. Over the five days, the group shared several new developments – some expected, others not so much. In this Intelligence report, we summarise three key takeaways from WWDC22 that could impact alternative data.

Shanghai’s two-month lockdown reportedly ended on the 1st of June. But the economic disruption caused by China’s continued adherence to its zero-Covid policy will be hard to recover from overnight. With rising consumer pessimism, falling house prices and increasing corporate defaults, the list of negative impacts of China’s lockdown is growing. In this Intelligence report, we look at some of the datasets that may be helpful in measuring the impact of China’s zero-COVID policy on the broader economy.

Japan, a far east island country, sits on the boundary of four tectonic plates, with 10 times the population density of the US but a third of its arable land. This resource scarcity and deadly earthquakes make the Japanese meticulous and risk-averse. The country's alternative data market may give a similar impression: lagging and conservative. While this statement may have been true a few years ago, the data market has been growing since COVID-19, shaping a new landscape that is worth exploring.