Social media commentary, satellite imagery and GPS data are a part of 'alternative data', that
is, data that originate outside of the standard repertoire of market data but are considered …

Environment-related risks affect assets in various sectors of the global economy, as well as
social and governance aspects, giving birth to what is known as ESG investments …

What is environmental, social, and governance (ESG) data and how do we evaluate its
quality and effectiveness? This form of evaluation is important, as it is a precondition for …

Alternative data plays an increasingly important role in investment and commodities market
analysis. This study empirically investigates the effect on earnings management of …

Satellite imagery is changing the way we understand and predict economic activity in the
world. Advancements in satellite hardware and low-cost rocket launches have enabled near …

This research paper explores the performance of Machine Learning (ML) algorithms and
techniques that can be used for financial asset price forecasting. The prediction and …

This study empirically investigates the effect of releasing alternative data on firm-specific
price crash risk. Using the public launch of a firm's third-party online sales data in a well …

“A detailed, cogent road map for organizations such as pension funds to harness technology
and truly invest for the long-term.”―Eric Schmidt, former CEO, Google Silver Medal Winner …

Summary The Securities and Exchange Commission (SEC) mandates disclosure of exit or
disposal activity events in 8‐K filings. We use Latent Dirichlet Allocation (LDA), a topic …

Revenue prediction is an essential component in security analysis since the revenue of a
company has a great impact on the performance of its stock. For investment, one of the most …