dirty data

Definitions

Data that is inaccurate, incomplete, inconsistent, or formatted incorrectly, making it unsuitable for reliable analysis or processing.

Information containing errors, duplicates, or outdated entries that can lead to flawed insights or system failures.

Examples

The data scientist spent hours cleaning the dirty data before running the predictive model.

If you feed dirty data into the system, the resulting analysis will be inaccurate and unreliable.

Our team implemented new validation rules to prevent dirty data from entering the central database.

Synonyms

messy data corrupt data unclean data noisy data inaccurate data raw data unstructured data

Antonyms

clean data pristine data accurate data validated data refined data structured data reliable data