Analyzing the QC Process of cnfans in cnfans Spreadsheet

2025-06-05
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Dyson airwrap hair styler curling iron-1350
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Jordan 4 Retro (40 color)-0001
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AirPods 3-0102
AirPods 3-0102
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casabianca Fashion Shirts Casual Suits (40 styles)-1146
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Prada Casual Sneakers (22 color)-0015
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Dior B30 Series (20 style)-0416
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New Balance 9060 series (20 style)-0011
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dior b22-b23-0027
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2024 New Jordan 4 (12 colors)-0010
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AMIRI MA-1-0024
AMIRI MA-1-0024
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OG Balenciaga speed-1047
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dunk low （30 color）-0003
dunk low （30 color）-0003
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Denim tears T-shirt -0930
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Rolex watches (3 qualities 14 styles)-0396
Rolex watches (3 qualities 14 styles)-0396
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GOYARD Fashion bags-0182
GOYARD Fashion bags-0182
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Balenciaga Triples (7 styles) -0515
Balenciaga Triples (7 styles) -0515
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Amiri Cap（11 styles）-0662
Amiri Cap（11 styles）-0662
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LV Louis vuitton belt（36 style）-0246
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Louis Vuitton fashion bag-0185
Louis Vuitton fashion bag-0185
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LV bucket bag（10 styles）-0187
LV bucket bag（10 styles）-0187
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Introduction

The quality control (QC) workflow for cnfanscnfans spreadsheet

QC Process Overview

  1. Data Ingestion:
  2. Automated Validation:
  3. Manual Review:
  4. Version Control:
Flowchart of cnfans QC steps
Figure 1: cnfans Spreadsheet QC Workflow

Critical QC Parameters

Parameter Acceptance Threshold
Data Completeness >98% required fields
Value Range ±3σ from mean

Conclusion

The tiered approach of automated checks + human verification

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