https://github.com/chanmenglin/pandasversusexcel

Python数据分析入门，数据分析师入门
https://github.com/chanmenglin/pandasversusexcel

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

Last synced: 4 days ago
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Python数据分析入门，数据分析师入门

• Host: GitHub
• URL: https://github.com/chanmenglin/pandasversusexcel
• Owner: ChanMenglin
• Created: 2018-10-17T04:09:15.000Z (about 6 years ago)
• Default Branch: master
• Last Pushed: 2019-12-05T05:11:34.000Z (about 5 years ago)
• Last Synced: 2024-12-09T05:11:42.010Z (14 days ago)
• 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
• Language: Jupyter Notebook
• Homepage: https://chanmenglin.github.io/PandasVersusExcel/
• Size: 7.06 MB
• Stars: 193
• Watchers: 3
• Forks: 56
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Learn pandas vs Excel(Python)

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

## Contents

* [1 - 创建文件](1-CreateExcel/CreateExcel.py)

* [2 - 读取文件](2-ReadExcel/ReadExcel.py)

* [3 - 行、列、单元格](3-Rows&Clumns&Cell/Rows&Clumns&Cell.py)

* [4&5 - 数据区域的读取，填充整数、文字,填充日期序列](4%265-ReadData&BaseInput/ReadData&BaseInput.py)

* [6 - 函数填充](6-InputFunction/InputFunction.py)

* [7 - 排序，多重排序](7-Sequence/Sequence.py)

* [8 - 数据筛选、过滤](8-DataFiltering/DataFiltering.py)

* [9 - 柱状图](9-Histogram/Histogram.py)

* [10 - 绘制分组柱图，深度优化图表](10-GroupedHistogran&DepthOptimizationChart/GroupedHistogran&DepthOptimizationChart.py)

* [11 - 绘制分组柱图，深度优化图表](11-SuperimposedHistogram&HorizontalHistogram/SuperimposedHistogram&HorizontalHistogram.py)

* [12 - 绘制饼图](12-PieChart/PieChart.py)

* [13 - 绘制折线趋势图、叠加区域图](13-PolylineTrendChart&OverlayAreaMap/PolylineTrendChart&OverlayAreaMap.py)

* [14&15 - 散点图，直方图，密度图，·密度图，数据相关性](14%2615-ScatterPlot&Histogram&DensityMap/ScatterPlot&Histogram&DensityMap.py)

* [16 - 多表联合（Join）](16-Join/Join.py)

* [17 - 数据校验，轴的概念](17-DataValidation/DataValidation.py)

* [18 - 把一列数据分割成两列](18-DataSegmentation/DataSegmentation.py)

* [19 - 求和，求平均，统计导引](19-Statistics/Statistics.py)

* [20 - 定位、消除重复数据](20-DuplicateData/DuplicateData.py)

* [21 - 定位、旋转数据表（行/列转换）](21-RotateDataSet/RotateDataSet.py)

* [22 - 读取CSV、TSV、TXT文件中的数据](22-ReadData/ReadData.py)

* [23 - 透视表，分组，聚合（group by）](23-GroupBy/GroupBy.py)

* [24 - 线性回归，数据预测](24-DataPrediction/DataPrediction.py)

* [25 - 条件格式化（上）](25%2626-ConditionalFormatting/ConditionalFormatting01.py)

* [26 - 条件格式化（下）](25%2626-ConditionalFormatting/ConditionalFormatting02.py)

* [27 - 行操作集锦](27-RowOperation/RowOperation.py)

* [28 - 列操作集锦](28-ColOperation/ColOperation.py)

* [29 - 读取数据库](29-ReadDataBase/ReadDataBase.py)

* [30 - 编写复杂方程](30-WritingComplexEquations/WritingComplexEquations.py)

---

鸣谢：  

[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)