After thousands of conversations with investors, vendors, and experts, we have compiled the stack of top alternative data providers in the institutional investment space. The stack focuses on the top 100 data providers used by fundamental investors. It excludes market data, economic/macro data, and market news/industry publications. See full database with these and other providers here. 

Each provider’s position is intended to the firm’s product positioning relative to institutional investors. Data providers in the clusters towards the top are focused on data analysis and extracting insights from alternative data. Clusters that are positioned toward the bottom are more focused on data collection and quality assurance. and tend to not be directly consumed by fundamental analysts and PMs, but rather go through data brokers, the sell-side, or internal data teams for analysis.

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