Michelle and Vox unpack why Japan’s industrial production month-over-month series looks so jagged, and why that does not make it useless. By the end, listeners will understand how seasonal adjustment, sector swings, revisions, and cross-checks with PMIs and exports can turn a noisy print into a more usable market signal.