GitHub Data Explorer

Sobre o 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

Se o resultado não for o esperado, basta reformular a pergunta com mais clareza. A ferramenta oferece dicas de otimização e modelos de consulta para orientá-lo.

Recursos e capacidades

Real-Time GitHub Data

Todos os dados são extraídos do GH Archive e das APIs do GitHub, garantindo que seus resultados sejam baseados nos eventos e atividades mais recentes na plataforma.

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.

Nenhuma habilidade técnica necessária

Qualquer pessoa pode usar o GitHub Data Explorer. É perfeito para quem não é desenvolvedor, equipes de produto e gerentes de comunidade que desejam acessar insights de código aberto sem precisar escrever código.

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

Seja você jornalista, analista ou educador, o GitHub Data Explorer ajuda a revelar insights significativos sobre o ecossistema de código aberto rapidamente.

Limitations and Considerations

Escopo do conjunto de dados

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

Para manter o desempenho, os usuários estão limitados a 15 consultas geradas por IA por hora.

Tecnologia por trás da plataforma

• 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

Experimente o GitHub Data Explorer

Acesse o GitHub Data Explorer e comece a fazer sua primeira pergunta. Seja analisando contribuições, estatísticas de repositórios ou tendências de código aberto, esta ferramenta ajuda a descobrir insights de bilhões de eventos do GitHub — sem necessidade de conhecimento técnico.