{"id":16635804,"url":"https://github.com/ythecombinator/spyck","last_synced_at":"2025-09-06T05:34:12.240Z","repository":{"id":88818182,"uuid":"56185875","full_name":"ythecombinator/spyck","owner":"ythecombinator","description":"Framework extensível para mineração de dados","archived":false,"fork":false,"pushed_at":"2016-04-24T22:03:18.000Z","size":311,"stargazers_count":0,"open_issues_count":0,"forks_count":2,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-03-12T00:31:11.203Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"http://zetaresearch.github.io/projects/spyck","language":"Python","has_issues":false,"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/ythecombinator.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE.md","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":"2016-04-13T21:02:35.000Z","updated_at":"2021-06-02T00:29:27.000Z","dependencies_parsed_at":"2023-06-12T19:00:29.143Z","dependency_job_id":null,"html_url":"https://github.com/ythecombinator/spyck","commit_stats":{"total_commits":114,"total_committers":4,"mean_commits":28.5,"dds":0.0964912280701754,"last_synced_commit":"9cf722be544cf4ce49a7ae0e7696e8027265b66c"},"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/ythecombinator/spyck","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ythecombinator%2Fspyck","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ythecombinator%2Fspyck/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ythecombinator%2Fspyck/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ythecombinator%2Fspyck/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ythecombinator","download_url":"https://codeload.github.com/ythecombinator/spyck/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ythecombinator%2Fspyck/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273859036,"owners_count":25180817,"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","status":"online","status_checked_at":"2025-09-06T02:00:13.247Z","response_time":2576,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"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":[],"created_at":"2024-10-12T06:04:52.666Z","updated_at":"2025-09-06T05:34:12.217Z","avatar_url":"https://github.com/ythecombinator.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003cp align=\"center\"\u003e\n  \u003ca href=\"\"\u003e\n    \u003cimg alt=\"Logo\" src=\"resources/img/logo.png\" width=\"500px\"\u003e\n  \u003c/a\u003e\n\u003c/p\u003e\n\n\u003cp align=\"center\"\u003e\n  An extensible framework for data mining.\n\u003c/p\u003e\n\n\u003cp align=\"center\"\u003e\n\n  \u003ca href=\"https://github.com/zetaresearch/spyck/blob/master/LICENSE.md\"\u003e\u003cimg alt=\"License\" src=\"https://img.shields.io/badge/license-MIT-green.svg?style=flat\"\u003e\u003c/a\u003e\n\n\u003c/p\u003e\n\n## Table of Contents\n\n- [Purpose](#purpose)\n- [Concepts](#concepts)\n- [Requirements](#requirements)\n- [Other Resources](#other-resources)\n- [Roadmap](#roadmap)\n- [Contributing](#contributing)\n- [History](#history)\n- [License](#license)\n\n## Purpose\n\n*spyck* is a framework which aims to make it easy to develop crawlers and\nintegrate collected data - independent of its type and origin. It's easily\n**expandable** and **adaptable**. It also aims to be easy to use, even for\nbeginners.\n\nIt can be very useful for a wide variety of cases, e.g.:\n\n- Journalist investigations to find corruption cases - like [this one](http://g1.globo.com/jornal-nacional/noticia/2016/01/hospital-do-rj-tem-medico-no-plantao-que-nao-aparece-para-trabalhar.html);\n- Researching the population of a particular group;\n- Better understanding of a candidate for a job before it hiring\n- *etc.*\n\n## Concepts\n\nDuring the framework development some words got new meanings:\n\n- **Crawler**: The data collector.\n- **Harvest**: The execution.\n- **Dependencies**: Required previous data.\n\n\u003e Also, each crawler has its *possible-to-achieve* **crop** after the\n**harvest**. Each crawler works in one or more different **entities**, where it\ncontextualizes and store the collected data.\n\n## Requirements\n\n\u003e Everything below can be easily installed via\n[setuptools](https://pypi.python.org/pypi/setuptools).\n\n- python 3.x\n- requests\n- PyPDF2\n- selenium\n- pyslibtesseract\n- aylien-apiclient\n\nThe you need to install:\n\n- phantomJS\n\n```sh\nsudo apt-get install phantomjs\n```\n\n## Other Resources\n\n\u003e Relax, some better docs will come soon.\n\nYou can find more info about the framework - and get some feed about its\ndevelopment through [this blog post](http://macalogs.com.br/spyck-apresentacao-do-framework-de-mineracao-de-dados/).\n\nYou can also check the slides from a presentation made at [XI Pylestras](http://pylestras.org/evento/xi-pylestras/)\nabout the framework [here](http://zetaresearch.github.io/talks/spyck.pdf).\n\n## Roadmap\n\n- [ ] Simplify the code and make it easier to work on the development of the\nframework itself.\n- [ ] Create a graphical interface (*GUI*) to make it more accessible to\nbeginners.\n- [ ] Implement analysis and inferences about the collected data.\n\n## Contributing\n\nContributions are very welcome! If you'd like to contribute,\n[these guidelines](CONTRIBUTING.md) may help you.\n\n## History\n\nSee [Releases](https://github.com/zetaresearch/spyck/releases) for detailed changelog.\n\n## License\n\n[MIT License](LICENSE.md) © ZETA Research.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fythecombinator%2Fspyck","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fythecombinator%2Fspyck","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fythecombinator%2Fspyck/lists"}