Unknowable ad-hoc, unversioned spreadsheets running much of the capital of the company.
Unknowable ad-hoc, unversioned spreadsheets running much of the capital of the company.
Notebooks tend to be the same way. It’s a simple GUI-ish was to do many complex analyses in a quick and dirty way.
And many of the arguments for not using Excel are the same as not using notebooks. Each is good at the initial data exploration stage, but are often abused and used in production when everyone knows it is a bad idea. But it still “works” so it is unlikely to be replaced.
(Especially when those that are working with the data don’t always have the skill set to build out a full production workflow.)
(For what it's worth, I feel the same way about people who try to send me RDS files with dataframes stored as R objects).
However, I think that whoever decided to name genes "OCT4" and "SEPT7" have to share some of the blame here too...