Is there any way to either get greater than 100 events using the API, or to somehow obtain job statistics from the Personal Stats page (WITHOUT scraping)?

I would like to be able to look at my job statistics in a bit greater detail/visually using a dashboard I've designed for myself. 

I plan to expand on the API, if you have any specific suggestions be sure to put it on the Suggestions forum and I'll look into it when I can :)

you can by walking backwards through the events using the from and to arguments. 

If you want just the info you can get https://beeps.be/ to generate a database of all your logs and then download and manuipulate that as you wish