Comment by thyristan
Any other science is messy as well.
Truck passing by on the nearby road? Oops, my physics experiment got shaken, results look messy. Lab animal caught a cold? Oops, genetics experiment now has messy data. Atmosphere is turbulent and some shitty starlink satellite passed by at the wrong moment? Oops, my stellar spectra are messy now. Imperfection in my test ingot? Oops, now my tensile strength measurements have messy data because a few ripped too early...
It is the nature of experimental science to deal with messiness. And dealing with it means being honest about it. You write it like it happened, find the problems in the messy parts of your data, exclude that and explain the why and how. Hand-picked results and just omitting data you find inconvenient is not science, its fraud.
When I am allowed to just pick one result I can show you a perpetuum mobile, cold fusion, superhuman intelligence in mice and tons of other newsworthy things...
Can I ask if you've done any actual commercial work in any science?
From the way you're talking, I'm going to guess you're an armchair commentator.
One person performing an unfamiliar experiment once is going to get lower yields and occasional failures.