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Category: machine learning

Filter a pandas dataframe (think Excel filters but more powerful)

August 26, 2020 Jay Intermediate, machine learning, Office Automation, Python

Being able to slice and dice the data is essential for working with data. Similar to the filter in Excel,[…]

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Rename pandas dataframe columns

August 24, 2020 Jay Intermediate, machine learning, Office Automation, Python

There are many reasons to rename pandas dataframe columns. For example, maybe you want the column names to be more[…]

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Delete columns from a pandas dataframe

August 23, 2020 Jay Beginner, machine learning, Office Automation, Python

In this tutorial, we’ll learn how to drop/delete columns from a pandas dataframe. We are going to walk through three[…]

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Delete rows from a dataframe

August 22, 2020 Jay Beginner, machine learning, Office Automation, Python

Deleting rows is a common task in Excel, in this tutorial, we’ll learn a few techniques to delete rows from[…]

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How To Add A New Column in pandas DataFrame

August 21, 2020 Jay Beginner, machine learning, Office Automation, Python

In this tutorial, we’ll learn how to add a new column in pandas DataFrame. We are going to see a[…]

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Insert rows into a dataframe (vs Excel table)

August 20, 2020 Jay Intermediate, machine learning, Office Automation, Python

One common task in Excel is to insert rows into a sheet. When working with data in Python, we can[…]

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Get values, rows and columns in pandas dataframe

August 18, 2020 Jay Beginner, machine learning, Office Automation, Python

This article is part of the Transition from Excel to Python series. We have walked through the data i/o (reading[…]

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Read multiple Excel files into Python

August 15, 2020 Jay Intermediate, machine learning, Office Automation, Python

We discussed how to read data from a single Excel file. Next we’ll learn how to read multiple Excel files[…]

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Read multiple Excel sheets with Python pandas

August 14, 2020 Jay Intermediate, machine learning, Office Automation, Python

In the previous post, we touched on how to read an Excel file into Python. Here we’ll attempt to read[…]

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Integrate Python with Excel – from zero to hero

August 12, 2020 Jay Beginner, machine learning, Office Automation, Python

LAST UPDATED: Nov 08 2021 When I first started this blog, I had one idea in mind – to share[…]

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