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Automatic insight detection
Frequency counts, distributions, outliers, cross-tabs, trends — surfaced instantly from any dataset.
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AI-powered chart generation
Natural language to visualization. Describe what you want to see and Suda builds it.
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Multiple visual directions
Generate chart variants per insight — bar, line, scatter, doughnut — styled and ready to compare.
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Cross-column analysis
Suda finds relationships between columns you didn't know to look for — breakdowns, correlations, comparisons.
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Node-based pipeline
Data → Insight → Chart → Style → Export. Each step is explicit, reversible, and explorable.
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One-click PNG export
Export any chart as a high-quality PNG, ready for decks, reports, or anywhere you share work.