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Tag: pandas

Python Xlsxwrite Create Excel Part 3 (Format, Sparkline & Chart)

September 30, 2021 Jay Intermediate, Office Automation, Python

Building upon our previous file, we’ll use Python xlsxwriter library to beautify our boring-looking Excel spreadsheet by adding formatting, sparkline,[…]

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How To Use Pandas Groupby To Summarize Data

March 28, 2021 Jay Intermediate, machine learning, Python

In Python, the pandas groupby() function provides a convenient way to summarize data in any way we want. The function[…]

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Use fuzzy string matching in pandas

February 8, 2021 Jay Intermediate, machine learning, Python

If your job requires working with large amount of data in Excel, and needing to match up certain records from[…]

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Replicate Excel VLOOKUP, HLOOKUP, XLOOKUP in Python (DAY 30!!)

September 10, 2020 Jay Intermediate, machine learning, Office Automation, Python

Excel LOOKUP formulas are probably one of the most used formulas (at least for me). So today we’ll replicate the[…]

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Create complex calculated columns using applymap()

September 9, 2020 Jay Intermediate, machine learning, Python

We previously talked about how to create calculated columns in pandas, and walked through some simple examples. We can create[…]

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Save Python plots into Excel file

September 5, 2020 Jay Intermediate, machine learning, Office Automation, Python

We briefly talked about how to create a graph in Python using web data, but it’s not so useful if[…]

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Plot graphs in Python

September 4, 2020 Jay Beginner, data visualization, Python

Excel makes plotting a graph very easy. So does Python! Today we’ll take a quick look at how to plot[…]

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Find and replace Excel data using Python

September 3, 2020 Jay Beginner, machine learning, Office Automation, Python

Today we’ll learn how to replicate a common Excel task – find and replace data in Python. This tutorial is[…]

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How to create a pandas dataframe

September 2, 2020 Jay Beginner, machine learning, Python

We have seen many different ways to load data into Python using pandas, such as .read_csv() or .read_excel(). Those methods[…]

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Sort Excel data using Python

September 1, 2020 Jay Beginner, machine learning, Office Automation, Python

Sorting table is a common task in Excel. We sort a table in order to help us view or use[…]

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