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

Gross Sales Frequency Histogram

Bin width 20 · 50 observations

Discount × Refund Scatter

Point cloud from sample records

Metric Profile by Quarter

Normalized 0–100 for comparison

Discount vs Refund

Grouped by Order Date

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 Treemap by Quarter

Box size reflects contribution

Discount Trend

Grouped by Order Date

Discount − Refund Trend

By Order Date

Refund by Quarter

Share of Refund by Quarter