data cleansing

[/ˈdeɪtə ˈklɛnzɪŋ/]
noun
limpeza de dados
1. The process of identifying and removing errors, inconsistencies, duplicates, and irrelevant information from a dataset to improve its quality and accuracy
Data cleansing is essential before performing any analysis to ensure reliable results.
A limpeza de dados é essencial antes de realizar qualquer análise para garantir resultados confiáveis.
2. A data management technique that involves correcting, standardizing, and validating data to make it suitable for use in business intelligence and analytics
The company invested in data cleansing tools to improve customer database quality.
A empresa investiu em ferramentas de limpeza de dados para melhorar a qualidade do banco de dados de clientes.
Data cleansing has become increasingly important in both Brazilian and American business contexts as organizations recognize the value of high-quality data for decision-making. In Brazil, with the implementation of LGPD (Lei Geral de Proteção de Dados), data cleansing also involves ensuring compliance with data privacy regulations. The term is widely used in tech hubs like São Paulo and among multinational corporations operating in Brazil.
Synonyms / Sinônimos
data cleaningdata scrubbingdata validationdata sanitization
Antonyms / Antônimos
data corruptiondata degradation

Regional Variations

General Brazilian
limpeza de dados
Most common term used in Brazilian business and technology contexts
São Paulo
limpeza de dados / higienização de dados
Both terms are used; higienização is also employed in more technical contexts
Rio de Janeiro
limpeza de dados
Standard usage in corporate environments
Portugal
limpeza de dados / purificação de dados
Limpeza de dados is preferred; purificação is less common but understood

Related Words

data qualitydata integrationdata miningdata governanceETL (Extract, Transform, Load)data preprocessing

Related Idioms & Phrases

garbage in, garbage out (GIGO)
cleaning up the mess
scrubbing the data
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