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title

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Chris Moffitt

updated

2025-12-21 05:21:46

raw text

Practical Business Python - Toggle navigation Home About Resources Mailing List Archives Practical Business Python Taking care of business, one python script at a time Mon 26 September 2022 Pandas Groupby Warning Posted by Chris Moffitt in articles    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 opportunity to make errors with pandas code. This article discusses a subtle issue with pandas groupby code that can lead to big errors if you’re not careful. I’m writing this because I have happened upon this in the past but it still bit me big time just recently. I hope this article can help a few of you avoid this mistake. Read more... Mon 13 June 2022 Using Document Properties to Track Your Excel Reports Posted by Chris Moffitt in articles    ...

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