Parse Dates and Set dtypes on Load

When pandas reads a file it guesses each column's dtype. Get types right at load time and every later step gets simpler. 🧱

A date like 2024-03-01 looks like a date to you, but pandas reads it as a plain string unless you ask otherwise.