Excel remains popular in business for its familiar interface, data tools, and broad feature set. Open-source alternatives like LibreOffice Calc and Gnumeric offer compatibility with Excel files.

If you’re decent in Python (or aspire to be) but don’t have the chops for advanced data work in Excel, Microsoft now offers the kind of peanut butter-and-chocolate combination that you may consider a ...