Data Engineering Collocations: Data Quality
5 collocation exercises on data quality vocabulary.
Control and prove do not collocate with data this way, and check up is informal and used for health. Engineers say "validate inputs" and "data validation checks," so validate the data is the precise, professional collocation for ensuring correctness before processing continues.Frequently Asked Questions
What does the "Data Engineering Collocations: Data Quality" exercise practise?
5 collocation exercises on data quality vocabulary.
How many questions are in this exercise?
This exercise has 5 questions, each multiple-choice with an explanation shown after you answer.
What English level is this exercise for?
This exercise is tagged Advanced. If the vocabulary feels difficult, browse Data Engineering Collocations for a related exercise to start with instead.
Is this exercise free to use?
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Do I get feedback if I answer incorrectly?
Yes — whichever option you choose, right or wrong, you'll immediately see an explanation clarifying the correct collocation and why the other options don't fit.
Can I retry this exercise?
Yes — once you finish all the questions, a "Try again" button on the results screen resets the exercise so you can practise as many times as you like.
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No account is required. Your progress and score for this session are tracked in the browser as you go, but nothing is saved once you leave the page.
Is "Data Engineering Collocations: Data Quality" part of a larger series?
Yes — it's one exercise in Data Engineering Collocations. See that category page for the full list of related collocation exercises.
Can I link directly to this exercise?
Yes — this exercise has its own permanent URL, so you can bookmark it or share the link directly with a colleague or study partner.
Where can I find more exercises like this one?
See Data Engineering Collocations for related exercises, or browse the main Collocations hub for other IT English word pairings.