Don't be me! Fairly new to Python, transforming data, and I discovered log1p, a "more numerically accurate way to compute log(1+x) when x is very close to zero". Genius! The number of times I've had to hand-code this in R, and it's more accurate?! Just realized log1p is also a base fxn in R 💩