[cbsmith]

Honestly, it looks more like there's a lot of women with very low earnings, that perhaps skews the rest of the data.

[kevin_thibedeau]

Such datasets have been demonstrated to exhibit Simpson's Paradox.

[anonydsfsfs]

Correct. The first example on the Wikipedia page is a gender bias study that appears to show a bias against women in college admissions, but there was actually a bias in favor of women: https://en.wikipedia.org/wiki/Simpson%27s_paradox#UC_Berkele...