Fudging the data in any way whatsoever is quite literally a sin against the holy ghost of science. I'm not religious but I put it that way because I feel so strongly. It's the one thing you do not ever do. You've got to have standards.
The very greatest things - great thoughts discoveries inventions - have usually been nurtured in hardship often pondered over in sorrow and at length established with difficulty.