How the DataRead workflow works.

The exact tools vary by edition, but the preparation workflow is designed to keep the steps visible and the final output under your control.

01 · UPLOAD

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Open a dataset

Select a supported file from your Windows device and inspect its structure.

02 · PREPARE

⌕

Run quality checks

Identify missing values, duplicates, formatting issues and other patterns that may need attention.

03 · REVIEW

✓

Review the proposed changes

Inspect flagged issues and adjust or approve the relevant changes. Keep judgment calls with the user.

04 · EXPORT

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Choose and save output

Select relevant rows and columns, preview the result and save a separate output file.

Explore further

Continue with analysis when your edition supports it.

Advance Analysis adds expanded statistical and visual exploration. Professional adds batch processing and starter modelling workflows.

Compare editions →

Review results responsibly

Automated cleaning can identify likely problems, but not every value that looks unusual is incorrect. Confirm context before changing records. Statistical and model outputs are decision-support information, not guarantees.

Preserve the source

Keep an independent copy of important original data. Verify that the exported file contains the intended rows, columns, formats and corrections.