Anyone interested in the global live streaming industry must study the China market, which is enormous in terms of both users and demographics. Chinese streaming companies occupy a leading position with regards to new streaming technology, gamification, monetization methods, and product design. In the following report, we provide an introduction to the market itself, as well as how investors can leverage alternative data to analyse the revenue and performance of different categories of live streaming and short video platforms.

The lack of industry consensus on whether ESG integration compromises on returns stems from the lack of uniformity across ESG ratings methodologies. In short - different ESG datasets result in differing financial outcomes. In this report, we summarize the academic studies, investment strategies and datasets that have been empirically proven to add alpha from ESG.

Datasets derived from the Internet of Things often lie on the fringe of the established alternative data universe. They are rarities or curiosities. In our IoT series, we shed light on the technologies that enable device connectivity, issues of data ownership, and alt data applications of IoT technology. In part one, we take a big picture approach by providing an introduction to IoT search engines.