Why use Subgrounds?

Subgrounds unlocks data access through the power of The Graph protocol, providing significant benefits to your data analytics workflows, including:

• Freedom of data analytics as a service platform lock-in

• Multi-chain support and interoperability within the same environment

• Flexible and fully customizable data outputs i.e. Data Frames, JSON, CSV etc

• Access to advanced python data analytics frameworks and visualization tools

On top of that, Subgrounds is built on Python which is the lingua franca of data science. Instead of siloing you into an unfamiliar data stack (or even worse, locking you into a platform without broader access), Subgrounds allows you to work in the cutting edge of the modern data stack.

• Leverage the rich ecosystem of data tools and frameworks which are Python centric

• Write fluent data science applets through the standard libraries such as numpy and pandas

• Treat on-chain data the same as off-chain data with the best-in-class data solutions available