Also for those that want to hear about Hamilton + pandas. I'm giving a virtual talk tomorrow. Details here. https://hamilton-opensource.slack.com/archives/C03M328JBTM/p1661383030305059?thread_ts=1661383030.305059&cid=C03M328JBTM