Kenji's Ticket-Tier Divergence — Schema ============================================= Flat CSV in kenji-ticket-tiers.csv. One row per month. Columns ------- Column Type Description --------------------------- ------- ------------------------------------------------------------------------- month text Three-letter month code in fiscal-year order (Jul, Aug, ..., Jun). tier2_tickets integer Count of tier-2 tickets resolved in the month. tier2_mean_resolution_hours decimal Mean resolution time for tier-2 tickets in hours, to one decimal. window text Either pre_automation (Jul–Mar) or post_automation (Apr–Jun). Row inventory ------------- - 12 rows — one per month. Total: 12 rows. Deliberate design choices ------------------------- The dataset carries both metrics on every row so the reader can reproduce either Kenji’s original stacked-area chart (which used tier-2 tickets alongside tier-1, tier-3, and escalations on one canvas) or the small-multiples rebuild (which uses tier-2 volume and resolution time on two panels sharing the nine-month x-axis). The window column is redundant with the month column (given the automation-month convention) but explicit tagging makes the two windows testable in a single group-by without repeating the automation-month rule in downstream code. Resolution time is stored to one decimal to match the graduated climb Chapter 4 walks through (each month adds ~0.1 hours until the automation window, where the increment jumps to ~0.2/month). License ------- Released for teaching use alongside The Defensible Decision. Use freely.