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Industry · 5 datasets

Manufacturing datasets for Power BI, Excel and Python practice

Free Manufacturing practice datasets with graded questions from L1 to L5: real-shaped data, an answer to check for every question and a discussion under each one.

L1

Production Output and Plant Efficiency

Explore production orders, output, scrap, run time and basic cost for a single plant.

DD-MFG-001 · XLSX · ~10,000 rows · 30 questions

L2

Work Orders, Materials and Production Variance

Analyse work orders, material consumption, machine and labour hours and standard-cost variance across two plants.

DD-MFG-002 · CSV · ~30,000 rows · 40 questions

L3

Manufacturing Cost, Quality and Supply Chain Performance

Follow work orders through materials, quality defects and inventory movements across a four-plant group to see where cost and yield are lost.

DD-MFG-003 · PARQUET · ~500,000 rows · 50 questions

L4

Manufacturing Network Performance and Capacity Planning

Plan capacity, budgets and demand across a twelve-plant network with daily capacity, monthly budgets, demand forecasts and maintenance events.

DD-MFG-004 · PARQUET · ~3,000,000 rows · 60 questions

L5

Group Reporting: Mapping, Reconciliation and Product Profitability

Three plants, three ERPs, one group P&L. Build the account mapping from the Group Accounting Manual, reconcile it to the management accounts and repor...

DD-MFG-005 · PARQUET · ~12,000,000 rows · 24 questions

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