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Static data utility

CSV Column Profiler

Paste CSV data, infer column shape, spot mixed types and null-heavy fields, and export a compact QA brief before the file reaches a loader or notebook.

Demo path: Load sample data -> inspect flagged columns -> copy the profiling brief.

Input

Supports quoted values, commas inside fields, and quick delimiter overrides.

Paste CSV data or load the sample dataset.

Rows

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Columns

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Duplicate Rows

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Missing Cells

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Import Readiness

One compact judgment on whether the file looks clean enough for downstream work.

Analyze a dataset to score its current QA posture.

  • No issues yet. Run an analysis first.

Column Profiles

Columns are ranked by risk so mixed or sparse fields surface first.

Column Type Null % Unique % Samples Watch-out
Analyze a CSV to inspect column-level profiles.