Analysis and data storytelling

Classification of 305 AI startups that raised funding between February 2025 and February 2026 by funding, count, annual growth, momentum trend, and ecosystem.

A study of model data for predicting IPO, acquisition, or shutdown outcomes. The approach and data structure used are identifying the true drivers of startup success and failure.

Risk and return are directly related: the higher an asset's potential profit, the higher the probability of financial loss. Safe instruments deliver minimal returns.

A detailed analysis of U.S. Energy Information Administration data on U.S. exports of crude oil and petroleum products, broken down by country and region.

A 'bubble' is a substantial overvaluation of an asset, which can only be confirmed in hindsight. For asset managers and retail investors, such rankings serve as a warning sign.

An opportunity to buy stocks of IT, biotech, technology, and other fast-growing US companies. Limited risks with a high probability of achieving return targets.