Live Demo

Ecommerce Returns Dashboard Demo

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

Ecommerce Returns Dashboard

Full interactive preview from the sample returns and refunds dataset

Total Records

48

rows in sample

Total Original Revenue

558,970

sum of Original Revenue

Total Refund Amount

29,624

sum of Refund Amount

Total Sold Quantity

7,223

sum of Sold Quantity

Average Original Revenue

11,645

Max Original Revenue

20,188

Original Revenue Frequency Histogram

Bin width 1,000 · 48 observations

Original Revenue × Refund Amount Scatter

Point cloud from sample records

Metric Profile by Quarter

Normalized 0–100 for comparison

Original Revenue vs Refund Amount

Grouped by Date

Original Revenue Heatmap

Quarter × 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
Q2 2026
0
0
0
0
0
0
0
0
0
44,953
54,009
50,870
Q4 2025
0
0
0
46,812
53,646
48,386
0
0
0
0
0
0
Q1 2026
0
0
0
0
0
0
42,094
44,206
48,823
0
0
0
Q3 2025
40,332
44,651
40,188
0
0
0
0
0
0
0
0
0

Original Revenue Treemap by Quarter

Box size reflects contribution

Original Revenue Trend

Grouped by Date

Original Revenue Over Time

Grouped by Date

Original Revenue by Quarter

Share of Original Revenue by Quarter