Productivity & Data · Simulator
ReportRefiner
An interactive simulator that models the transformation of messy Excel sales data into a clean, professional PDF client summary, estimating data quality, formatting effort, and visual impact.
Your numbers
rows
%
rows
items
periods
items
3 level
Professionalism Index
68
Moderate Quality
The report is usable but may lack polish; consider adding more branding or simplifying the layout.
Data Quality Score
67.5
Total Effort (Minutes)
27
Visual Complexity
78
Cleanup Time
3
Dirty Rows Detected
125
Results update instantly. Nothing is stored.
Verified Aug 31, 2026· Sources · Methodology