FREE DATA QUALITY WORKBENCH

Find what changed.
Trust what stays.

Check a CSV for problems, or compare two exports by unique ID. Files stay in your browser.

01 / WORKFLOW

What do you want to do?

Older + newer work-order CSVs with planted errors.

02 / LOAD

Load CSV files

CSV · up to 8 MB / 30,000 rows
File to check Dataset Required for checking problems
Active file None loaded Choose a CSV to begin.

CSV table snippet · file to check

Load a file to see rows here.

Privacy & file handling

Files are read in this browser tab only. They are not uploaded to a FieldCheck server. Optional local preferences store column choices and your light/dark theme setting — never CSV row contents. CSV previews are reconstructed tables of imported values — not Excel/Google Sheets documents, and they do not preserve spreadsheet formatting. Optional privacy-friendly traffic analytics, if enabled later on the host, would see page visits only, not spreadsheet contents. Send feedback opens a Tally form in a new tab; Tally receives only what you type there — never FieldCheck datasets.

03 / CHECKS

Set checks

Load a file to see suggested columns. Suggestions are optional heuristics.

What this does

Uses an existing ID column (for example work_order_id) to match records. Comparison never invents IDs or matches by row order.

Required columns
Load a dataset first.
About suggestions

Suggested when some values are already blank. That does not prove the column is required for your process.

Numeric columns
Load a dataset first.
About suggestions

Suggested when most filled values already look like ordinary numbers.

About saved preferences

Stores only your column choices in this browser — not spreadsheet contents.

Choose a workflow, then load a CSV or the maintenance sample.

04 / RESULTS

Results

No operation run yet

No results yet.

Run a check or comparison after loading data.

Problems found

No check run yet.

Finding File / record Value Why it matters Action