Analysis and data storytelling
On markets, investing, and finance
Periodic table of AI startups – 14 company categories
Classification of 305 AI startups that raised funding between February 2025 and February 2026 by funding, count, annual growth, momentum trend, and ecosystem.
Funding and outcomes analysis of 100,000 startups
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.
25-year risk-return analysis of investment portfolios
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.
Who bought U.S. oil & products in 2025
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.
Housing bubble risk in major cities around the world
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.
Investment portfolio #1 - best US companies
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.
The materials presented in this section are not individual investment recommendations. The financial instruments mentioned in this section may not be suitable for you and may not correspond to your investment profile, financial situation, investment experience, knowledge, investment objectives, or attitude toward risk and return.
This information does not constitute a public offer, proposal, or invitation to invest in funds and/or strategies, or to buy or sell securities, or to enter into transactions with them.
Past investment performance does not determine future returns. This is not an advertisement for securities. Before making an investment decision, the investor must independently assess the economic risks and benefits, as well as the tax, legal, and accounting consequences of the transaction, and their willingness and ability to accept such risks.
© 2016—2026 Invest Adviser
This information does not constitute a public offer, proposal, or invitation to invest in funds and/or strategies, or to buy or sell securities, or to enter into transactions with them.
Past investment performance does not determine future returns. This is not an advertisement for securities. Before making an investment decision, the investor must independently assess the economic risks and benefits, as well as the tax, legal, and accounting consequences of the transaction, and their willingness and ability to accept such risks.
© 2016—2026 Invest Adviser
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