Just think it's worth mentioning that she doesn't seem to present evidence that the data scientist was "transphobic". She seems to discount the possibility the data scientist was unaware of how to properly ask that question on surveys (as am I). Perhaps she had more personal experience with the data scientist in question to justify this claim, but that should of been included here.