Live Demo

Shopify CSV Analyzer Demo

Switch between the source spreadsheet and the generated dashboard preview. Charts and KPI cards are created automatically from the sample Shopify orders export JSON dataset.

Shopify CSV Analyzer

Full interactive preview from the sample Shopify orders export

Total Records

50

rows in sample

Total Discount

383.7

sum of Discount

Total Refund

139.4

sum of Refund

Total Gross Sales

5,857

sum of Gross Sales

Discount − Refund

244.3

difference of complementary metrics

Refund / Discount

36.3%

share of complementary totals

Discount vs Refund

Grouped by Order Date

Discount Trend

Grouped by Order Date

Discount Treemap by Quarter

Box size reflects contribution

Refund Heatmap

Quarter × Order Date

2025-07
2025-08
2025-09
2025-10
2025-11
2025-12
2026-01
2026-02
2026-03
2026-04
2026-05
2026-06
Q3 2025
113.43
25.93
0
0
0
0
0
0
0
0
0
0
Q4 2025
0
0
0
0
0
0
0
0
0
0
0
0
Q1 2026
0
0
0
0
0
0
0
0
0
0
0
0
Q2 2026
0
0
0
0
0
0
0
0
0
0
0
0

Discount − Refund Trend

By Order Date

Discount Over Time

Grouped by Order Date

Refund Trend

Grouped by Order Date

Discount Treemap by Variant

Box size reflects contribution

Refund by Quarter

Share of Refund by Quarter