{"id":13845450,"url":"https://github.com/HuiMengYouXian/excel_analysis","last_synced_at":"2025-07-12T02:31:27.081Z","repository":{"id":47113288,"uuid":"221648713","full_name":"HuiMengYouXian/excel_analysis","owner":"HuiMengYouXian","description":"Excel虽然可以非常方便地处理数据，但数据量大时速度就变慢了，本项目把Excel数据分析的常用功能：筛选、多表合并、多表汇总、多表分组，通过Python+Pandas重新实现，因为Pandas处理数据更快且能处理大的数据，此工具还可根据业务需求灵活修改少量代码实现通用。","archived":false,"fork":false,"pushed_at":"2019-11-14T10:11:20.000Z","size":660,"stargazers_count":151,"open_issues_count":0,"forks_count":46,"subscribers_count":3,"default_branch":"master","last_synced_at":"2024-08-05T17:44:36.509Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","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/HuiMengYouXian.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}},"created_at":"2019-11-14T08:33:02.000Z","updated_at":"2024-07-16T13:54:27.000Z","dependencies_parsed_at":"2022-09-02T18:53:27.288Z","dependency_job_id":null,"html_url":"https://github.com/HuiMengYouXian/excel_analysis","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/HuiMengYouXian%2Fexcel_analysis","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/HuiMengYouXian%2Fexcel_analysis/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/HuiMengYouXian%2Fexcel_analysis/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/HuiMengYouXian%2Fexcel_analysis/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/HuiMengYouXian","download_url":"https://codeload.github.com/HuiMengYouXian/excel_analysis/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":225784567,"owners_count":17523666,"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":"2024-08-04T17:03:24.762Z","updated_at":"2024-11-21T18:31:49.074Z","avatar_url":"https://github.com/HuiMengYouXian.png","language":"Python","funding_links":[],"categories":["Python"],"sub_categories":[],"readme":"# excel_analysis\n\n## 简介\nExcel虽然可以非常方便地处理数据，但数据量大时速度就变慢了，本项目把Excel数据分析的常用功能：筛选、多表合并、多表汇总、多表分组，通过Python+Pandas重新实现，因为Pandas处理数据更快且能处理大的数据，此工具还可根据业务需求灵活修改少量代码实现通用。\n\n## 开发环境Python-v3(3.6)\n-pandas==0.25.1\n-matplotlib==2.2.2\n-glob2==0.6\n另外还需安装pyqt5\n\n## 用法\n下载excel_analysis项目到本地，PyCharm导入项目并配好运行环境以及安装上述依赖包，运行Main.py，出现如下界面：\n\n![image](https://github.com/HuiMengYouXian/excel_analysis/blob/master/image-folder/%E5%88%9D%E5%A7%8B.png)\n\n1.导入要处理的数据文件夹\n\n![image](https://github.com/HuiMengYouXian/excel_analysis/blob/master/image-folder/%E5%AF%BC%E5%85%A5.png)\n\n导入后左侧文件列表出现文件夹里的文件名\n\n![image](https://github.com/HuiMengYouXian/excel_analysis/blob/master/image-folder/%E5%AF%BC%E5%85%A5%E5%90%8E.png)\n\n2.筛选保存：选择要筛选的表，这里筛选的列是代码写好的，可根据业务改变，这里筛选指定列，即指定显示的列，其余列统统丢掉\n\n![image](https://github.com/HuiMengYouXian/excel_analysis/blob/master/image-folder/%E7%AD%9B%E9%80%89%E6%9D%A1%E4%BB%B6.png)\n\n筛选前\n\n![image](https://github.com/HuiMengYouXian/excel_analysis/blob/master/image-folder/%E7%AD%9B%E9%80%89%E5%89%8D.png)\n\n筛选后\n\n![image](https://github.com/HuiMengYouXian/excel_analysis/blob/master/image-folder/%E7%AD%9B%E9%80%89%E5%90%8E.png)\n\n\n\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FHuiMengYouXian%2Fexcel_analysis","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FHuiMengYouXian%2Fexcel_analysis","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FHuiMengYouXian%2Fexcel_analysis/lists"}