Definitely interesting to look at the Pay Gap charts. But it might be interesting to see what the pay gap is after looking at hourly wage. I often hear this argument that men work longer hours. Given how much data they have presented, will definitely be worth looking at that dimension too.

Edit: In S/W that might not matter at all, but some business functions hours might matter. More data the merrier.