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GTBuy: Visualizing QC and Shipping Performance with Charts

2026-04-03

Leveraging Spreadsheet Graphs for Smarter Operational Insights

For an e-commerce platform like GTBuy, maintaining excellence in Quality Control (QC) and shipping is paramount. Raw data from inspections and logistics, however, can be overwhelming. By transforming this data into clear, visual charts using spreadsheets (like Google Sheets or Microsoft Excel), managers can instantly grasp performance trends, identify bottlenecks, and make data-driven decisions. This guide explores key metrics to track and how to visualize them effectively.

1. Average Inspection Time

Purpose:

Recommended Chart: Line Chart or Bar Chart

How to Set Up:Time Periods (Days/Weeks)Average Time (in hours/minutes)

Insights Gained:

2. Refund Ratio (Due to QC Issues)

Purpose:

Recommended Chart: Combination Chart (Line + Column)

How to Set Up:Number of RefundsRefund Ratio (%)

Insights Gained:

3. Parcel Delivery Success Rate

Purpose:

Recommended Chart: Stacked Bar Chart or Pie Chart

How to Set Up:Successful Deliveries, Failed Attempts, and Lost/Damaged. A Pie Chart can show the overall proportion of successful vs. failed deliveries for a selected period.

Insights Gained:

Creating a Unified Performance Dashboard

The true power lies in placing these charts side-by-side on a single dashboard sheet. This provides a holistic, real-time view of GTBuy's operational health. Observing a simultaneous increase in Inspection TimeRefund RatioDelivery Success Rate

Conclusion

For GTBuy, moving from spreadsheets full of numbers to dynamic charts is a strategic upgrade. Visualizing Average Inspection Time, Refund Ratio, and Parcel Delivery Success Rate

Pro Tip: