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Data Analytics

The tools that accentuate and aggregate the data within blockchains are integral for a multi-chain future. Parachains will need robust and secure ways to index and aggregate data, such as a data aggregation layer.

Indexing and Querying

SubQuery

SubQuery is an indexer that allows for the indexing, transforming, and querying of Substrate chain data to power applications. The decentralized network acts as a chain-agnostic data aggregation, indexing, and querying layer between blockchains and applications.

SubQuery abstracts away blockchain-specific data idiosyncrasies using the SubQuery SDK.

The Graph

The Graph is a layer-1 indexing tool and querying layer for the decentralized web, who announced an integration plan to bring indexing and querying to Polkadot.

The Graph allows developers to build and publish open APIs, called subgraphs. Applications can query subgraphs using GraphQL.

Covalent

Covalent offers a unified API to understand the data on a blockchain, and is currently live on the Moonbeam network, bringing visibility to billions of blockchain data points to Polkadot via their unified API. The approach to deploy on Moonbeam simplifies the development of Polkadot-based blockchain applications as compared to implementing a full parachain or parathread.

Covalent captures the entire history of blockchains and offers a way to zoom into data points recorded in smart contracts that are often not accessible.

Polkadot-based Explorers

As you can imagine, blockchain explorers also offer data analytics through an interface where users can examine common data points.

Some block explorers in the Polkadot ecosystem are listed on the tools page.