Find the exact rows to review.
EMPTY CELL | record=3 | column=2\nEXACT DUPLICATE | record=5 | first_record=4
Includes column-level diagnostics and up to 200 flagged locations. These are review candidates, not automatically corrected records.
Paste CSV text or choose a CSV file. Find missing cells and exact duplicates in your browser, free and without uploading the source data. One-time paid reports are optional after analyzing your own CSV. No signup or sales call.
Column diagnostics plus record and column locations for missing cells, exact duplicates and outlier candidates. Includes up to 200 flagged locations.
The deep diagnostic plus a prioritized action plan, owner roles and acceptance checks. Delivered locally after verified payment.
MicroVault is the product name. Stripe Checkout displays the merchant name SMOKYCHARLY. Before paying, review the seller's legal details. After payment, Stripe returns you to MicroVault to verify your purchase and unlock the report.
This is an intentionally fictional CSV dataset, not a customer case study. The counts below come from the very same CSV parser that powers the free tool. Run it yourself before deciding whether an optional paid report would be useful for your own file.
How to reproduce: run the public sample in MicroVault. You will see these counts and can inspect the free summary. Real business errors, saved time, customers and sales are not claimed.
EMPTY CELL | record=3 | column=2\nEXACT DUPLICATE | record=5 | first_record=4
Includes column-level diagnostics and up to 200 flagged locations. These are review candidates, not automatically corrected records.
HIGH | Data steward: review duplicates\nHIGH | Source owner: explain empty cells\nMEDIUM | Re-run audit after corrections
Includes the detailed report, prioritized follow-up actions, owner roles and acceptance checks. No external consultant or automated data repair is included.
See the important problems first, without uploading your data or signing up for another dashboard. Scan for free, then pay once only when you want more depth or an action-ready decision pack.
Explore FUNGI UNIVERSE — live public CSV problem signals and practical solutions →
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If data checks are becoming a recurring business process, PHI NEXUS offers a separate, human-guided 30-minute discovery to map one AI or automation workflow, review its key control risks, and identify a realistic next step. No implementation or security certification is included.