Detailed Description

It would be great to have a check in place that checks for zeros. A large amount of these is normally an error

Context

• good to catch data problems early and fail hard

Possible Implementation

• add a a check, if number os zeros >20% of the data, error
• @devsjc can you suggest a place in the code for this check?