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Operations & Fulfillment Analytics: 1000-Row Practice Dataset (Excel)

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Product Description

Master the art of operational efficiency with this professionally structured dataset. Whether you are an aspiring Operations Analyst looking to build a portfolio or a seasoned pro practicing SQL/Tableau/Power BI, this dataset provides the perfect "messy but structured" environment to sharpen your skills.

What’s Inside?

This download includes a high-quality Excel file with 1,000 rows of simulated logistics data. It is designed to mimic real-world distribution center activity, including built-in bottlenecks and performance trends.

Key Data Points Included:

  • Order Tracking: Unique Order IDs and precise timestamps for time-series analysis.
  • Warehouse Logistics: Multiple warehouse zones (Zones A–D) with varied efficiency levels.
  • Efficiency Metrics: Granular "Pick Time" and "Pack Time" for cycle time calculations.
  • Shipping Data: Courier performance (DHL, FedEx, UPS, Local) and associated costs.
  • Order Integrity: Tracking statuses like Shipped, Delayed, Returned, and Cancelled.

Perfect For:

  • Portfolio Projects: Create dashboards that visualize throughput, bottleneck zones, and courier cost-efficiency.
  • Interview Prep: Practice answering common operations questions (e.g., "Which zone is underperforming and why?").
  • Skill Building: Perfect for practicing Excel Pivot Tables, VLOOKUPs, Python (Pandas), or SQL queries.

File Specifications:

  • Format: .XLSX (Excel)
  • Size: 1,000 rows of raw data + Summary Sheet
  • Language: English


You will get a XLSX (61KB) file