Data operations
Duplicate Detection and Data Quality Audits
Identify likely duplicates, missing information, inconsistent formatting, and conflicting entries.
Workers review a dataset and report likely duplicates, missing information, inconsistent formatting, and conflicting entries. The deliverable is a report. Client data is not silently deleted.
Who this is for
Workers review a dataset and report likely duplicates, missing information, inconsistent formatting, and values that conflict across files you supply. The deliverable is a report. Rows are not deleted in silence.
What to include when you ask for a quote
Say which fields should be compared, what counts as a likely duplicate, and whether the match must be exact. If two files should be checked against each other, name the shared identifier. Ask for a report rather than a destructive merge if you still need the source rows.
What this service does not do
A likely duplicate is a finding for you to confirm. The service does not decide which customer, product, or invoice is the one you should keep, and it does not certify a dataset as error-free.
Examples of a brief
- List likely duplicate customer rows and the fields that match
- Report missing required columns
- Flag values that conflict across two supplied files
What happens after you enquire
The enquiry form saves your business name, contact details, the selected service, and your description. An administrator reads that record and can add a quotation, the agreed scope, and a follow-up date. Nothing on this page is a price or a delivery promise.
Agreed work can later be published as a task. Workers do not see your enquiry. They see a task only when it is published and they are eligible to accept it. Unlawful, exploitative, or unsafe work is refused. For the steps in more detail, read how Earn.net works and how to prepare a task brief.
This page does not state a price or a delivery time. Use the enquiry form to request a quote.