🏭 A pollution filter 🧹 A cleaner 🧽 A cleaning brush 💾 A data cleaner

scrubber

1 6.7

A computer program that finds and removes incorrect or duplicate data

noun
/ˈskrʌbər/

Specialized

: depurador de datos

During ingestion, the scrubber flagged inconsistent dates and normalized values for the downstream model.

Examples

Engineers ran the nightly scrubbers to standardize formats and correct typos across millions of entries.
The data pipeline includes a scrubber that removes duplicate and invalid customer records before analysis.
The scrubber efficiently cleans the database.
Data scrubbers are essential for quality control.
The data scrubber found and removed several duplicates from the database.
Before uploading the files, the team used a scrubber to clean any inconsistent values.
Using a scrubber can significantly improve the overall quality of your data.

Synonyms

cleaner

vsscrubber

Specialized

10 3.3

A program that removes unwanted files to free storage

focuses on fixing errors and inconsistencies to improve data quality

Compounds

bath scrubber

1.7

A small soft thing you use in the bath or shower to rub and clean your skin

shower scrubber

1.6

A small mesh bath tool used in the shower to wash and gently remove dead skin

How Thorough

hygienization

Specialized

8.2

validator

1 4.4

scrubber

Specialized

1 6.7

cleaner

Specialized

10 3.3

Surface Forms

scrubber singular

scrubbers plural

Morphology

scrubber = scrub (semi-transparent) = scrub + er

Formally 'scrub' + '-er' (one that cleans), but the computing/data-cleaning sense is a metaphorical extension specific to technical contexts.

Etymology

Scrubber comes from the verb scrub meaning 'to clean by rubbing' and the ending -er meaning 'tool or process'. Think of a 'digital brush' that removes dirt from files, which is why a scrubber in computing is a program that cleans bad or duplicate data.