Consolidating excel spreadsheets into one olivia thirlby dating
A common task for python and pandas is to automate the process of aggregating data from multiple files and spreadsheets.
This example only covered the aggregation of 4 simple Excel files containing random data.Therefore the only remaining thing to do is to determine how to group the sheets.Most often as they come from the same initial form they have the same name, the filename being the name of the department, branch etc.I encourage you to try some of these concepts out on your scenarios and see if you can find a way to automate that painful Excel task that hangs over your head every day, week or month. by Dig DB “Use this Excel add-in to remove duplicates.
However the principles can be applied to much larger data sets yet you can keep the code base very manageable.