clean
ability to detect and correct (or remove) invalid, corrupt, inaccurate or unwanted records from a record set using programs that support data cleaning. Cleaning is used in a broad sense and may also include converting data from one format or filetype to another.
Source:
Henderson, D., Earley, S., & Data Administration Management Association (Eds.). (2017). DAMA-DMBOK: Data management body of knowledge (Second edition). Technics Publications
Source: DaLiCo Team (2022).
"Data Cleansing or Scrubbing transforms data to make it conform to data standards and domain rules. Cleansing includes detecting and correcting data errors to bring the quality of data to an acceptable level."
Source: Source: Henderson, D., Earley, S., & Data Administration Management Association (Eds.) (2017). DAMA-DMBOK: Data management body of knowledge (Second edition). Technics Publications, p. 582
ability to detect and correct (or remove) invalid, corrupt, inaccurate or unwanted records from a record set using programs that support data cleaning. Cleaning is used in a broad sense and may also include converting data from one format or filetype to another.
Source:
Henderson, D., Earley, S., & Data Administration Management Association (Eds.). (2017). DAMA-DMBOK: Data management body of knowledge (Second edition). Technics Publications
Source: DaLiCo Team (2022).
Non-preferred terms
Broader Terms
Related terms
- RT⇆ data cleaning
- RTRF⇆ Preparing data
- RTRF⇆ Data manipulation
- RelatedMatch: https://www.wikidata.org/wiki/Q1172378
