{"id":26502993,"url":"https://github.com/prog-lucasalves/aed_data_quality","last_synced_at":"2026-04-13T16:02:50.544Z","repository":{"id":280499976,"uuid":"942158931","full_name":"Prog-LucasAlves/AED_Data_Quality","owner":"Prog-LucasAlves","description":"Data Quality Checker com Streamlit e Faker                                                                                                                                                                  ","archived":false,"fork":false,"pushed_at":"2025-03-05T01:05:57.000Z","size":41,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-20T18:57:07.418Z","etag":null,"topics":["faker","pandas","poetry","python","streamlit"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Prog-LucasAlves.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2025-03-03T17:05:41.000Z","updated_at":"2025-03-14T03:15:23.000Z","dependencies_parsed_at":"2025-03-03T19:48:06.317Z","dependency_job_id":null,"html_url":"https://github.com/Prog-LucasAlves/AED_Data_Quality","commit_stats":null,"previous_names":["prog-lucasalves/aed_data_quality"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/Prog-LucasAlves/AED_Data_Quality","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Prog-LucasAlves%2FAED_Data_Quality","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Prog-LucasAlves%2FAED_Data_Quality/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Prog-LucasAlves%2FAED_Data_Quality/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Prog-LucasAlves%2FAED_Data_Quality/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Prog-LucasAlves","download_url":"https://codeload.github.com/Prog-LucasAlves/AED_Data_Quality/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Prog-LucasAlves%2FAED_Data_Quality/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":31759540,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-13T15:25:13.801Z","status":"ssl_error","status_checked_at":"2026-04-13T15:25:09.162Z","response_time":93,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["faker","pandas","poetry","python","streamlit"],"created_at":"2025-03-20T18:40:02.830Z","updated_at":"2026-04-13T16:02:50.488Z","avatar_url":"https://github.com/Prog-LucasAlves.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# 📊 Data Quality Checker com Streamlit e Faker\n\nEste projeto é uma aplicação em **Streamlit** para análise da qualidade de dados. Ele permite upload de **arquivos CSV** ou a **geração de dados falsos** para avaliação de qualidade. A análise inclui:\n\n- ✅ Verificação de valores ausentes.\n- ✅ Identificação de linhas duplicadas.\n- ✅ Checagem de tipos de dados.\n- ✅ Detecção de outliers.\n- ✅ Visualização da distribuição das variáveis.\n\n## 🚀 Tecnologias Utilizadas\n\n- [Python](https://www.python.org/)\n- [Streamlit](https://streamlit.io/) (Interface gráfica)\n- [Pandas](https://pandas.pydata.org/) (Manipulação de dados)\n- [Numpy](https://numpy.org/) (Cálculos estatísticos)\n- [Seaborn](https://seaborn.pydata.org/) e [Matplotlib](https://matplotlib.org/) (Visualização de dados)\n- [Faker](https://faker.readthedocs.io/en/master/) (Geração de dados falsos)\n\n## 📌 Como Instalar e Executar\n\n1️⃣ **Clone o Repositório**\n\n```bash\ngit clone https://github.com/Prog-LucasAlves/AED_Data_Quality.git\ncd data_quality\n```\n\n2️⃣ **Criar um ambiente virtual e ativá-lo:**\n```bash\npython -m venv venv  # Criar ambiente virtual\nsource venv/bin/activate  # Para Linux/macOS\nvenv\\Scripts\\activate  # Para Windows\n```\n\n3️⃣ **Instale as Dependências**\n```bash\npip install -r requirements.txt\n```\n\n4️⃣ **Execute a aplicação**\n```bash\nstreamlit run app.py\n```\n\n## 🔹 Como Usar a Aplicação\n\n1️⃣ **Escolha a opção de análise:**\n\n- Fazer upload de um arquivo CSV\n- Gerar um dataset faker automaticamente\n\n## 🔧 Personalização\n\nQuer modificar os dados gerados? Edite a função **generate_fake_data()** no código para alterar os campos gerados.\n\n## 📜 Licença\n\nEste projeto está licenciado sob a MIT [License](https://github.com/Prog-LucasAlves/AED_Data_Quality/blob/main/LICENSE) - veja o arquivo LICENSE para mais detalhes.\n\n## 🤝 Contribuição\n\nQuer contribuir? Siga os passos:\n\n- 1️⃣ Faça um fork do projeto\n- 2️⃣ Crie uma branch com sua feature (git checkout -b minha-feature)\n- 3️⃣ Commit suas mudanças (git commit -m 'Minha nova feature')\n- 4️⃣ Faça um push para a branch (git push origin minha-feature)\n- 5️⃣ Abra um Pull Request\n\n## ☁️ Deploy(Extra)\n\n- [link](https://aed-data-quality.onrender.com/)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fprog-lucasalves%2Faed_data_quality","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fprog-lucasalves%2Faed_data_quality","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fprog-lucasalves%2Faed_data_quality/lists"}