A STARTING POINT, MADE FOR YOU

The data quality reviewer
toolbox.

Inspect dataset changes, rules and missingness before you share a table.

INSIDE THE TOOLBOX

6 useful places to start.

Starter collection

Exact strings and declared rules are used; automated checks do not establish that a dataset is correct.

Compare two keyed datasets and export exact record and cell changes.

Check required fields and declared column types without uploading records.

Visualise empty-cell patterns and compare completeness across columns.

Inspect missing values, distinct values and numeric summaries by column.

Keep the first row for each complete record or chosen key.

Open a CSV as a readable table, without uploading it.

SMALL TASKS. LESS FRICTION.