Airline Passengers
144 months of real airline traffic, 1949–1960, shape (144, 3). Downloaded once at the start.
Section 08 uses it for recursion: fit a model that predicts each month from the previous 12, then feed the model its own output to forecast forward. Section 09 reuses the same series for a degree-10 polynomial fit that exposes what X.T @ X costs.