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    <title>Data-Indexing on Pi Stack</title>
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      <title>Self-Hosted Blockchain Data Indexers: The Graph vs Subsquid vs SubQuery</title>
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      <pubDate>Mon, 15 Jun 2026 00:00:00 +0000</pubDate>
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      <description>&lt;h2 id=&#34;introduction&#34;&gt;Introduction&lt;/h2&gt;&#xA;&lt;p&gt;Blockchain data is inherently unstructured. Smart contract events, transaction logs, and state changes are optimized for consensus, not queryability. Anyone building a dApp dashboard, analytics platform, or DeFi protocol needs to transform raw on-chain data into a structured, queryable format. This is where blockchain indexers come in.&lt;/p&gt;</description>
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