Drop CSV, Excel, TSV, or JSON data and preview the cleaned structure directly in the browser.
Analyze Your Dataset Before Building A Dashboard
Upload CSV, JSON, or Excel files to check quality, profile columns, detect relationships, generate charts, and export a quick analysis summary.
The analyzer profiles numeric, date, and category columns so you know what can become a chart or KPI.
See quality scores, top segments, trend signals, relationship hints, and next-action recommendations.
Drop files here or choose data files
CSV, TSV, JSON, XLSX, and XLS supported. Large files are sampled in the browser for speed.
CSV
Excel
JSON
Multi-file
Dataset Preview Engine
Preview Ready
Raw Preview
Cleaned Preview
Column Profile
Run analysis to profile each column.
Column stats will appear after upload.
Static Analysis Output
Quality score: --
- Upload one or more CSV, JSON, or Excel files to generate a browser-side cleaning, relationship, KPI, and dashboard preview.
Decision Brief
Readiness: --
Opportunity
Upload data to identify the strongest segment.
Risk
Quality risks will appear after analysis.
Next Action
Run analysis to get recommended action.
Top Driver
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Weak Area
--
Trend Signal
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Decision Note
--
Auto Chart
Top categories by selected value
Run analysis to generate a visual summary.
Top Segment
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Visible Total
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Compare View
Trend and segment analysis
Upload data with date, category, and numeric fields to compare performance.
Period trend appears after analysis.
Segment comparison appears after analysis.
Best Period
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Weak Period
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Movement
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Focus
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Completeness
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Duplicates
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Analysis Ready
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Latest Month
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Monthly KPI
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MoM Change
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Avg Monthly
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