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One of the reasons I like using pandas instead of Excel for data analysis is that it is easier to avoid certain types of copy-paste Excel errors. As great as pandas is, there is still plenty of opport...
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Using Sets for Data Analysis - Practical Business Python
Practical Business Python Sun 05 October 2014 Standard Library One of the really wonderful aspects of Python is that it has a very rich standard library of modules that allow you to do some comple...
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Excel “Filter and Edit” - Demonstrated in Pandas - Practical Business Python
Filtering and editing data in pandas using Excel's Filter tool as an example for understanding the concept.
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Efficiently Cleaning Text with Pandas - Practical Business Python
Pandas can be an excellent tool for efficiently cleaning large amounts of text. This article covers several pandas solutions that will work on larger data sets.
Pbpython.com news digest
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3 months
Introduction
It’s been a while since I’ve posted anything on the blog. One of the primary reasons for thehiatus is that I have been using python and pandas but not to do anything very new or different.
In order to shake things up and hopefully get back into the blog a bit, I’m going to writeabout polars. This article assumes you know how to use pandas and are interested indetermining if polars can fit into your workflow. I will cover somebasic polars... -
1 year
Introduction
One of the reasons I like using pandas instead of Excel for data analysis is that it iseasier to avoid certain types of copy-paste Excel errors. As great as pandas is, thereis still plenty of opportunity to make errors with pandas code. This article... -
1 year
Using Document Properties to Track Your Excel Reports
Introduction
When doing analysis with Jupyter Notebooks, you will frequently find yourselfgenerating ad-hoc Excel reports to distribute to your end-users. After time, you mightend up with dozens (or hundreds) of notebooks and it can be challenging toremember which... -
2 years
16 Reasons to Use VS Code for Developing Jupyter Notebooks
Introduction
Visual Studio Code is one of the most popular text editors with a track record ofcontinual improvements. One area where VS Code has been recently innovating is itsJupyter Notebook support. The early releases of VS Code sought to replicate existingJupyter...
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