{"id":20340694,"url":"https://github.com/chanmenglin/pandasversusexcel","last_synced_at":"2025-07-31T14:11:21.361Z","repository":{"id":43026393,"uuid":"153394010","full_name":"ChanMenglin/PandasVersusExcel","owner":"ChanMenglin","description":"Python数据分析入门，数据分析师入门","archived":false,"fork":false,"pushed_at":"2019-12-05T05:11:34.000Z","size":7398,"stargazers_count":193,"open_issues_count":0,"forks_count":56,"subscribers_count":3,"default_branch":"master","last_synced_at":"2024-12-09T05:11:42.010Z","etag":null,"topics":["charts","data-analysis","data-charts","data-science","data-science-learning","data-view","data-visualization","excel","histogram","learn-pandas","learn-python","matplotlib","pandas","pandas-excel","python"],"latest_commit_sha":null,"homepage":"https://chanmenglin.github.io/PandasVersusExcel/","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/ChanMenglin.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":"2018-10-17T04:09:15.000Z","updated_at":"2024-12-07T02:12:28.000Z","dependencies_parsed_at":"2022-09-23T22:31:03.155Z","dependency_job_id":null,"html_url":"https://github.com/ChanMenglin/PandasVersusExcel","commit_stats":null,"previous_names":[],"tags_count":1,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ChanMenglin%2FPandasVersusExcel","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ChanMenglin%2FPandasVersusExcel/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ChanMenglin%2FPandasVersusExcel/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ChanMenglin%2FPandasVersusExcel/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ChanMenglin","download_url":"https://codeload.github.com/ChanMenglin/PandasVersusExcel/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":230415318,"owners_count":18222158,"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":["charts","data-analysis","data-charts","data-science","data-science-learning","data-view","data-visualization","excel","histogram","learn-pandas","learn-python","matplotlib","pandas","pandas-excel","python"],"created_at":"2024-11-14T21:23:08.472Z","updated_at":"2024-12-19T10:10:17.676Z","avatar_url":"https://github.com/ChanMenglin.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Learn pandas vs Excel(Python)\n\n\n本笔记为 [Pandas玩转Excel - Python数据分析轻松学](http://sa.mentorx.net/course/89/tasks) 这门课程的学习笔记\n\n## Contents\n* [1 - 创建文件](1-CreateExcel/CreateExcel.py)\n* [2 - 读取文件](2-ReadExcel/ReadExcel.py)\n* [3 - 行、列、单元格](3-Rows\u0026Clumns\u0026Cell/Rows\u0026Clumns\u0026Cell.py)\n* [4\u00265 - 数据区域的读取，填充整数、文字,填充日期序列](4%265-ReadData\u0026BaseInput/ReadData\u0026BaseInput.py)\n* [6 - 函数填充](6-InputFunction/InputFunction.py)\n* [7 - 排序，多重排序](7-Sequence/Sequence.py)\n* [8 - 数据筛选、过滤](8-DataFiltering/DataFiltering.py)\n* [9 - 柱状图](9-Histogram/Histogram.py)\n* [10 - 绘制分组柱图，深度优化图表](10-GroupedHistogran\u0026DepthOptimizationChart/GroupedHistogran\u0026DepthOptimizationChart.py)\n* [11 - 绘制分组柱图，深度优化图表](11-SuperimposedHistogram\u0026HorizontalHistogram/SuperimposedHistogram\u0026HorizontalHistogram.py)\n* [12 - 绘制饼图](12-PieChart/PieChart.py)\n* [13 - 绘制折线趋势图、叠加区域图](13-PolylineTrendChart\u0026OverlayAreaMap/PolylineTrendChart\u0026OverlayAreaMap.py)\n* [14\u002615 - 散点图，直方图，密度图，·密度图，数据相关性](14%2615-ScatterPlot\u0026Histogram\u0026DensityMap/ScatterPlot\u0026Histogram\u0026DensityMap.py)\n* [16 - 多表联合（Join）](16-Join/Join.py)\n* [17 - 数据校验，轴的概念](17-DataValidation/DataValidation.py)\n* [18 - 把一列数据分割成两列](18-DataSegmentation/DataSegmentation.py)\n* [19 - 求和，求平均，统计导引](19-Statistics/Statistics.py)\n* [20 - 定位、消除重复数据](20-DuplicateData/DuplicateData.py)\n* [21 - 定位、旋转数据表（行/列转换）](21-RotateDataSet/RotateDataSet.py)\n* [22 - 读取CSV、TSV、TXT文件中的数据](22-ReadData/ReadData.py)\n* [23 - 透视表，分组，聚合（group by）](23-GroupBy/GroupBy.py)\n* [24 - 线性回归，数据预测](24-DataPrediction/DataPrediction.py)\n* [25 - 条件格式化（上）](25%2626-ConditionalFormatting/ConditionalFormatting01.py)\n* [26 - 条件格式化（下）](25%2626-ConditionalFormatting/ConditionalFormatting02.py)\n* [27 - 行操作集锦](27-RowOperation/RowOperation.py)\n* [28 - 列操作集锦](28-ColOperation/ColOperation.py)\n* [29 - 读取数据库](29-ReadDataBase/ReadDataBase.py)\n* [30 - 编写复杂方程](30-WritingComplexEquations/WritingComplexEquations.py)\n\n\n---\n鸣谢：  \n[Pandas玩转Excel - Python数据分析轻松学](http://sa.mentorx.net/course/89/notes) 讲师：[Timothy](http://sa.mentorx.net/user/25)","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fchanmenglin%2Fpandasversusexcel","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fchanmenglin%2Fpandasversusexcel","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fchanmenglin%2Fpandasversusexcel/lists"}