{"id":28438800,"url":"https://github.com/codecsrayo/web-scraping-etl","last_synced_at":"2025-06-28T17:30:44.139Z","repository":{"id":295329066,"uuid":"989813985","full_name":"codecsrayo/web-scraping-etl","owner":"codecsrayo","description":"pruebas de despliegue CI/CD github actions","archived":false,"fork":false,"pushed_at":"2025-06-08T17:28:36.000Z","size":592,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-06-08T18:28:16.663Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/codecsrayo.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"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,"zenodo":null}},"created_at":"2025-05-24T22:03:32.000Z","updated_at":"2025-05-24T23:16:21.000Z","dependencies_parsed_at":"2025-05-29T12:01:36.937Z","dependency_job_id":null,"html_url":"https://github.com/codecsrayo/web-scraping-etl","commit_stats":null,"previous_names":["codecsrayo/web-scraping-etl"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/codecsrayo/web-scraping-etl","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/codecsrayo%2Fweb-scraping-etl","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/codecsrayo%2Fweb-scraping-etl/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/codecsrayo%2Fweb-scraping-etl/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/codecsrayo%2Fweb-scraping-etl/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/codecsrayo","download_url":"https://codeload.github.com/codecsrayo/web-scraping-etl/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/codecsrayo%2Fweb-scraping-etl/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":262468449,"owners_count":23316116,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","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":[],"created_at":"2025-06-06T01:39:43.232Z","updated_at":"2025-06-28T17:30:44.132Z","avatar_url":"https://github.com/codecsrayo.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Análisis de Computadores Portátiles en Mercado Libre Colombia\n\n## Descripción\nEste proyecto implementa técnicas de web scraping para extraer información sobre computadores portátiles disponibles en Mercado Libre Colombia. El objetivo es analizar tendencias de precios, marcas populares, configuraciones comunes y otros patrones en el mercado de laptops en Colombia.\n\n## Objetivos\n- Extraer datos de computadores portátiles de Mercado Libre Colombia mediante web scraping\n- Analizar tendencias de precios por marca, configuración y ubicación\n- Visualizar los resultados mediante gráficos informativos\n- Implementar un flujo de trabajo DevOps con GitHub Actions para CI/CD\n\n## Metodología de Scraping\nEl proyecto utiliza las siguientes tecnologías y técnicas:\n- **Bibliotecas**: Requests, BeautifulSoup4, Pandas, Matplotlib, Seaborn\n- **Técnicas**: Parseo HTML, expresiones regulares, análisis de datos, visualización\n- **Buenas prácticas**: Delays aleatorios entre solicitudes, headers personalizados, manejo de errores\n\n## Estructura del Proyecto\n- `scraping.py`: Script principal con la lógica de web scraping y análisis\n- `scraping.ipynb`: Notebook con el desarrollo interactivo y visualizaciones\n- `requirements.txt`: Dependencias del proyecto\n- `.github/workflows`: Configuración de CI/CD con GitHub Actions\n\n## Instalación y Uso\n```bash\n# Clonar el repositorio\ngit clone https://github.com/codecsrayo/web-scraping-etl.git\ncd web-scraping-etl.git\n\n# Instalar dependencias\npip install -r requirements.txt\n\n# Ejecutar el script de scraping\npython scraping_module.py\n```\n\n## Resultados y Conclusiones\nEl análisis revela patrones interesantes en el mercado de laptops en Colombia:\n- Distribución de precios por marca\n- Relación entre especificaciones (RAM, almacenamiento, procesador) y precio\n- Tendencias de ubicación geográfica de los vendedores\n\nPara más detalles, consulta las visualizaciones generadas en el notebook.\n\n## Flujo de Trabajo DevOps\nEste proyecto implementa un pipeline de CI/CD utilizando GitHub Actions que:\n1. Ejecuta pruebas automáticas cuando se realiza un push al repositorio\n2. Verifica la sintaxis y estilo del código Python\n3. Genera documentación automáticamente\n4. Despliega los resultados del análisis en formato HTML\n\n## Bibliografía\n- Beautiful Soup Documentation. (2023). *Beautiful Soup Documentation*. https://www.crummy.com/software/BeautifulSoup/bs4/doc/\n- McKinney, W. (2022). *Python for Data Analysis*. O'Reilly Media.\n- Mitchell, R. (2018). *Web Scraping with Python: Collecting More Data from the Modern Web*. O'Reilly Media.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcodecsrayo%2Fweb-scraping-etl","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcodecsrayo%2Fweb-scraping-etl","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcodecsrayo%2Fweb-scraping-etl/lists"}