Dataset

Picking extract

SAP EWM warehouse tasks for `US06`; most reliable trend window is March through October 2025.

Tasks 20,379

Units moved 549,644

Orders 4,090

Products 128

Pickers 23

Queues 2

Warehouse US06 2025-03 to 2026-04 extract Reliable trend window 2025-03 to 2025-10 Queues O-COLD-FPA / O-CRT-FPA Zones TC01 / TC02 / TC03 / TC04

Warehouse task Core grain for productivity, queue, status, and backlog analysis

Warehouse order Needed for shipment impact and revenue joins

Product Product master join still required for item-level quality analysis

Zone TC01-TC04 drive operating segmentation

Picker Used for labour benchmarking and concentration risk

Queue Cold versus ambient is the main throughput split

KPI	Definition
Completion rate	Confirmed tasks / total tasks
Short pick rate	Short pick tasks / total tasks
Exact-fill accuracy	Exact fills / total tasks
Open backlog	Count of tasks in status A
Median cycle time	Median creation-to-confirmation minutes
Units per minute	Units moved / execution minutes