Lots of discussion here of Python and R as alternatives to Excel. But no mention of drag and drop data processing tools such as Alteryx, Knime or Easy Data Transform. Are these not a more natural alternative to Excel for people who don't have a programming background?
I used Knime in my last company. Very interesting software. But I think the initial introduction can be tough to carry forward. You need a champion or two in your org to help everyone else. Excel is a tool enough people know to both work independently and be dangerous.
