Python Archives - Data Science

How to Consolidate Multiple Workbooks with Python

Dealing with data scattered in hundreds of files can be a daunting task. To unravel insights and comprehensive analytics, merging these files into one collective dataset is crucial. Today, we’ll discover an easy way to consolidate multiple Excel workbooks into one workbook using Python. It’s important to note that for this process to run smoothly, […]

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Pandas Groupby Function

Introduction Understanding the ‘groupby‘ Function The ‘groupby’ function in Pandas is used to split data into groups based on specified criteria. It follows a split-apply-combine approach, where the data is first split into groups, then a function is applied to each group, and finally, the results are combined into a new data structure. This function allows us