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CNFANS: How to Export Spreadsheet Data for Monthly Financial Reviews

2026-03-16

Conducting a thorough monthly financial review is crucial for success on CNFANS. The platform's built-in spreadsheets contain a wealth of data, but extracting and organizing it is key to gaining actionable insights. This guide will walk you through the process of exporting and structuring your data to create clear reports on refunds, shipping costs, and top-performing sellers.

Step 1: Accessing and Exporting Your Core Data

Begin by navigating to your Seller Center'Data Center''Finance'

  • Order Details Report:
  • Financial Settlement Report:
  • Refund & Dispute Report:

Use the date selector to filter for the desired month. Then, click the "Export""Download".CSV.XLSX

Step 2: Structuring Your Data for Analysis

Before analysis, consolidate and clean your exported sheets. Create a master workbook with separate tabs for raw data. Use PivotTables

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Step 3: Creating the Monthly Financial Reports

Report A: Refunds Analysis

Filter your Refund Report and Financial Settlement to isolate all refund-related transactions.

  • Total Refund Amount:
  • Refund Rate:
  • Top Refund Reasons:

This report highlights product quality and customer satisfaction trends.

Report B: Shipping Costs Breakdown

In your Order Details or Financial Report, identify columns related to shipping (customer payment, your actual cost, platform subsidies).

  • Net Shipping Cost:
  • Cost by Region/Country:
  • Shipping Cost as % of Revenue:

This analysis is vital for optimizing logistics and adjusting product pricing.

Report C: Top-Performing Sellers/Products

Use PivotTables on your Order Details to summarize performance.

  • Rank by Revenue/Gross Profit:
  • Units Sold & Average Selling Price (ASP):
  • Return Rate for Top Sellers:

This report informs inventory decisions, marketing focus, and partner negotiations.

Step 4: Visualization and Presentation

Transform your data into charts for your monthly review:

  • Use a pie chart
  • Create a line or bar chart
  • Build a column chart

Place these charts alongside your key metrics in a single Executive Summary

Conclusion: From Data to Decisions

Regularly exporting and analyzing your CNFANS spreadsheet data transforms raw numbers into a strategic asset. Systematic monthly reviews of refunds, shipping costs, and seller performance pinpoint exact areas for improvement, directly driving smarter business decisions, enhanced profitability, and sustainable growth on the platform.

Start your next financial review with confidence, using data as your guide.