Python is my day job and I'm very fluent in the common data science tools like Pandas, but you'll hardly ever catch me using Pandas because Excel is just so much easier for 2d data.
The thing is, I never use Excel because the data I work with every day is almost always multidimensional, so I work with xarray[1]. It drives me crazy to see coworkers using Excel for things that it is not suitable for and having crazy solutions like multiple tables per sheet, multiple sheets, multiple files or other hacks to describe another dimension of data.
The thing is, I never use Excel because the data I work with every day is almost always multidimensional, so I work with xarray[1]. It drives me crazy to see coworkers using Excel for things that it is not suitable for and having crazy solutions like multiple tables per sheet, multiple sheets, multiple files or other hacks to describe another dimension of data.
[1] http://xarray.pydata.org