This looks great! I'm looking forward to going through it to look for next steps for some Twitter scraping I've been doing. If the author happens to see this,

This looks great! I'm looking forward to going through it to look for next steps for some Twitter scraping I've been doing. If the author happens to see this, one tiny feedback: it would be very helpful to add the chapter titles to the sidebar links for easier reference.