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Clean with purpose
Prepare datasets with repeatable checks for duplicates, missing values, inconsistent formats and suspicious records.
A smarter data workflow
Your data, ready for what’s next.
DataRead brings data preparation, spreadsheet review, analysis and export into one structured desktop workspace. Start with clean, reliable data — then move further as your work grows.
Desktop-first · Complete data workflow · Editions that scale with you
DATAREAD · WORKSPACE OVERVIEWIllustrative preview
Rows reviewed12,480Dataset overview
Quality score96.8%Illustrative metric
Issues flagged142Ready to review
Data quality signalsSample view
Quality indicatorsSample data only
Workflow01 — 04
Clean
Review
Insight
Export
One connected workflow
From raw files to work you can trust.
DataRead is built around a practical sequence: prepare the dataset, understand what needs attention, review it with control, and export exactly what you need.
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Review in a familiar sheet
Inspect flagged rows and columns with context, then make controlled edits before exporting.
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Export what you need
Choose rows, columns and filters, preview the result and export a prepared dataset.
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Understand data quality
See issue counts, quality signals and useful summaries before moving into analysis.
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Keep the workflow together
Move through cleaning, review, insight and export without constantly switching tools.
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Designed to grow
A clear edition path lets the platform expand from preparation into deeper analysis and professional workflows.
The DataRead workflow
Keep the important work in one place.
Instead of treating preparation as a throwaway step before analysis, DataRead makes it a visible, reviewable part of the analytical process.
- Import and inspect supported datasets.
- Run data-quality checks and surface issues.
- Review flagged items and make edits.
- Choose rows, columns and filters for export.
- Move into insight and analysis as your edition allows.
Built around clarity
Prepare first. Analyse with confidence.
Make quality visible, keep human review where it matters, and carry a consistent workflow from the first import to the final output.
01
PreparationClean & validate
02
UnderstandingReview & analyse
Choose your edition
Three editions. A clear progression.
Start with dependable data preparation, expand into advanced analysis, or move toward a professional data and AI workspace.
VERSION 0 · 0.1.0
DataRead Free
Data preparationA complete starting point for automated data cleaning, quality review, visual insights and data export.
- Data cleaning and quality checks
- Spreadsheet-style issue review
- Data visualisation and insights
- Filtering, preview and export
VERSION 1 · 1.0.0
DataRead Advanced
Advanced statistical analysis environmentAn advanced analytical edition for users who need deeper statistical methods, expanded visual exploration and professional reporting.
- Everything in Free
- Advanced statistical analysis environment
- Advanced statistical analysis
- Expanded visual exploration
- Analytical summaries and reports
VERSION 2 · 2.0.0
DataRead Professional
Professional platformAn extended professional workspace planned to bring machine learning, advanced data infrastructure and AI-assisted capabilities together.
- Everything in Advanced
- Machine learning & model evaluation
- Data Lakes and Data Vault
- AI / LLM workspace
- Professional intelligence tools
Version labels describe the planned edition structure; availability depends on the actual release. Professional roadmap capabilities are not represented as already shipped.
A platform that can grow
Built in stages. Designed for depth.
Each edition has a distinct purpose. Advanced expands analytical capability; Professional extends the workflow toward models, governed data and AI-assisted work.
VERSION 0
Prepare & export
Establish a reliable data foundation with Automated data cleaning, quality review, visual insights and export.
VERSION 1
Advanced statistical analysis
Bring higher-level statistical analysis, additional analytical methods and reporting into the desktop workflow.
VERSION 2
Professional intelligence
Planned expansion into ML, model evaluation, Data Lakes, Data Vault and AI / LLM capabilities.
Start with the right DataRead edition.
Release downloads and purchase links will appear here when distribution is ready.
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Questions
DataRead, clearly explained.
What is the difference between Free and Advanced?
Free focuses on data preparation, automated cleaning, visual summaries and export. Advanced adds advanced statistical analysis, expanded visual exploration and analytical reporting.
What does Professional add?
Professional is the planned extended edition for machine learning, model evaluation, Data Lakes, Data Vault and AI / LLM workflows. Features should be labelled according to their actual release status.
Is DataRead a web app?
The current product direction is a Windows desktop application. This website is a separate product and information site.
Can I buy or download it here?
Not yet. Connect verified download, trial and checkout destinations when the corresponding builds and commercial terms are final.
Stay in the loop
Follow the DataRead release journey.
For now, this section is a placeholder for your official support email, product updates and business enquiries. Add a verified contact address before launch.
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Official contact
Contact details will be published here once the business email and support process are confirmed.
No unverified email or social links have been inserted.
Product information
Transparent by design.
Before public launch, add your legal business identity, privacy policy, terms of sale, refund policy, licence terms, and data-handling details.