problem
You send chemical samples to a lab for analysis; they return spreadsheets full of analytes (data points) regarding the samples.
You need to test your testers.
solution
Put a small amount of a known chemical into a sample, send it to the lab, and check the resulting spreadsheet contains the correct ranges for that chemical's analytes.
See AcceptanceTest.