GitHub Data Explorer

À propos de GitHub Data Explorer

Instant GitHub Insights Without SQL

GitHub Data Explorer is a powerful tool that allows developers, researchers, and open-source enthusiasts to explore GitHub’s vast dataset—no coding or SQL knowledge required. Simply describe what you’re looking for in plain language, and the platform translates your query into SQL, runs it, and visualizes the results.

Built on Open Data

All insights are powered by data from GH Archive, which contains every public GitHub event since 2011. This allows you to explore trends, activity, and contributions across repositories, users, and organizations over time.

How GitHub Data Explorer Works

Ask in Natural Language

You don’t need to know how to write SQL. Just type a question like «Top Python projects with most stars in 2023» and the tool will convert it into a query automatically.

See the Results

The system runs the query on a real-time dataset and provides answers as tables, charts, or graphs. Whether you want contributor stats, repo activity, or language trends—results appear in seconds.

Refine and Rephrase

Si le résultat ne correspond pas à vos attentes, reformulez simplement la question plus clairement. L'outil fournit des conseils d'optimisation et des modèles de requête pour vous guider.

Fonctionnalités et capacités

Real-Time GitHub Data

Toutes les données sont extraites des API GH Archive et GitHub, garantissant que vos résultats sont basés sur les événements et activités les plus récents sur la plateforme.

AI-Powered Query Engine

Using OpenAI's language model, GitHub Data Explorer converts your natural language into SQL that queries TiDB Cloud—a scalable cloud database built to handle massive datasets and analytical queries.

Aucune compétence technique requise

GitHub Data Explorer est accessible à tous. Il est idéal pour les non-développeurs, les équipes produit et les community managers qui souhaitent accéder à des informations open source sans coder.

Visualize with Ease

Automatically generate visual charts and graphs based on your query. You’ll be able to compare languages, track repository growth, or visualize contributor activity with one click.

Use Cases

Track Open Source Trends

Find out which languages are gaining popularity, which projects are trending, or how contribution levels have changed over time.

Analyze Community Growth

Compare GitHub repositories to see which teams are growing their contributor base the fastest or which projects have the most issues, forks, or pull requests.

Monitor Developer Activity

Explore contributions by user or organization to understand how active different developers or companies are in the open source space.

Power Research & Reporting

Que vous soyez journaliste, analyste ou éducateur, GitHub Data Explorer vous aide à faire émerger rapidement des informations significatives sur l'écosystème open source.

Limitations and Considerations

Portée de l'ensemble de données

GitHub Data Explorer uses only public data from GH Archive. Private repos or data beyond GitHub’s public events are not included.

AI Understanding

The tool may occasionally misinterpret vague or complex questions. Clear, specific phrasing helps produce better results.

Request Limits

Pour maintenir les performances, les utilisateurs sont limités à 15 requêtes générées par l'IA par heure.

La technologie derrière la plateforme

• Data Source: GH Archive and GitHub REST API
• Backend Database: TiDB Cloud — scalable, cloud-native infrastructure
• AI Engine: ChatGPT API — natural language to SQL conversion
• Frontend Tech: Built with React, TypeScript, and Apache ECharts

Essayez GitHub Data Explorer

Visitez GitHub Data Explorer et posez votre première question. Que vous analysiez les contributions, les statistiques des dépôts ou les tendances open source, cet outil vous permet de découvrir des informations issues de milliards d'événements GitHub, sans aucune expertise technique.