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Subgraph Data Analytics,

Simplified.

Simplified.

Simplified.

From discovery to insight, Playgrounds is the best way to leverage subgraphs for data analytics.

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Trusted by leading data teams

Subgrounds

The easiest way to query Subgraph data using Python.

Download Subgrounds

Docs

Subgrounds

The easiest way to query Subgraph data using Python.

Download Subgrounds

Docs

Simple

From Subgraph to DataFrame in seconds.

Open

Customize Subgrounds to suit your needs.

Familiar

Use libraries you know and love in the Python ecosystem.

  • "Maestro lets me focus on discovery, not excavation. At Olympus Data & Metrics, we are continuously iterating on new KPIs and models, and Maestro gives us the ability to go from hypothesis, through proof, to a full-blown set of KPIs to better manage our business on a daily basis if needed."

    user profile picture

    Edgecaser.eth

    Data Analyst, OlympusDAO

  • Highly recommend subgrounds for anyone working with subgraph data in a python context! It's been highly instrumental in my ability to create clean and scalable data pipelines. Also the team is based and this is just the beginning of their vision for the library.

    user profile picture

    TBIQ

    Data Analyst

  • "Subgrounds has unlocked a new world of possibilities with on-chain analytics powered by The Graph ecosystem. It's a comprehensive library that covers all functionality one might want to query subgraphs in Python. I use subgrounds to build ELT pipelines directly to data that I want to analyze to better understand DeFi mechanisms. Since Subgrounds is a Python library I can plug a Subgrounds powered pipeline straight into my Jupyter notebooks without interrupting my data analysis workflow."

    0xEvan

    Data Analyst

  • "Maestro lets me focus on discovery, not excavation. At Olympus Data & Metrics, we are continuously iterating on new KPIs and models, and Maestro gives us the ability to go from hypothesis, through proof, to a full-blown set of KPIs to better manage our business on a daily basis if needed."

    user profile picture

    Edgecaser.eth

    Data Analyst, OlympusDAO

  • "Highly recommend subgrounds for anyone working with subgraph data in a python context! It's been highly instrumental in my ability to create clean and scalable data pipelines. Also the team is based and this is just the beginning of their vision for the library."

    user profile picture

    TBIQ

    Data Analyst

  • "Subgrounds has unlocked a new world of possibilities with on-chain analytics powered by The Graph ecosystem. It's a comprehensive library that covers all functionality one might want to query subgraphs in Python. I use subgrounds to build ELT pipelines directly to data that I want to analyze to better understand DeFi mechanisms. Since Subgrounds is a Python library I can plug a Subgrounds powered pipeline straight into my Jupyter notebooks without interrupting my data analysis workflow."

    0xEvan

    Data Analyst

  • "By combining real-time blockchain data with Python data science tooling, KlimaDAO is bringing unprecedented transparency and data access to ecological benefit assets like carbon credits."

    Marcus Aurelius

    Core Contributor, KlimaDAO

  • "Maestro lets me focus on discovery, not excavation. At Olympus Data & Metrics, we are continuously iterating on new KPIs and models, and Maestro gives us the ability to go from hypothesis, through proof, to a full-blown set of KPIs to better manage our business on a daily basis if needed."

    user profile picture

    Edgecaser.eth

    Data Analyst, OlympusDAO

  • "Highly recommend subgrounds for anyone working with subgraph data in a python context! It's been highly instrumental in my ability to create clean and scalable data pipelines. Also the team is based and this is just the beginning of their vision for the library."

    user profile picture

    TBIQ

    Data Analyst

  • "Subgrounds has unlocked a new world of possibilities with on-chain analytics powered by The Graph ecosystem. It's a comprehensive library that covers all functionality one might want to query subgraphs in Python. I use subgrounds to build ELT pipelines directly to data that I want to analyze to better understand DeFi mechanisms. Since Subgrounds is a Python library I can plug a Subgrounds powered pipeline straight into my Jupyter notebooks without interrupting my data analysis workflow."

    0xEvan

    Data Analyst

  • "By combining real-time blockchain data with Python data science tooling, KlimaDAO is bringing unprecedented transparency and data access to ecological benefit assets like carbon credits."

    Marcus Aurelius

    Core Contributor, KlimaDAO

Built for data analysts.

From experiment to production, dashboards to data-driven apps, Playgrounds empowers data analysts worldwide to do their best work.

Explore Community Projects

  • KlimaDAO

    KlimaDAO uses subgrounds to power their protocol carbon dashboards.

    Visit App

  • Beanstalk

    Beanstalk is powering their analytics dashboards with Subgrounds.

    Visit App

  • Messari

    Real-time & historical data on NFT marketplaces and collections using Messari subgraphs.

    Visit App

  • Messari

    Real-time & historical data on NFT marketplaces and collections using Messari subgraphs.

    Visit App

  • KlimaDAO

    KlimaDAO uses subgrounds to power their protocol carbon dashboards.

    Visit App

  • Beanstalk

    Beanstalk is powering their analytics dashboards with Subgrounds.

    Visit App

  • Messari

    Real-time & historical data on NFT marketplaces and collections using Messari subgraphs.

    Visit App

  • KlimaDAO

    KlimaDAO uses subgrounds to power their protocol carbon dashboards.

    Visit App

  • Beanstalk

    Beanstalk is powering their analytics dashboards with Subgrounds.

    Visit App

Trusted by data teams.

Data teams rely on Playgrounds to make better data-driven decisions from business operations to product analytics.

Want to learn more?

Check out our blog or visit our documentation

Marcus

04/12/2023

Case Study: KlimaDAO

Carbon Market Management for Public Good

Tachi

03/02/2023

Subgrounds

An Easier Way to Query and Work with Subgraphs for Data Analytics

Documentation

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