missing value

[ˈmɪsɪŋ ˈvæljuː]
nounpl: missing values
valor ausente
1. A data point that is not present or unknown in a dataset, represented by special symbols such as NA, NULL, or blank cells
The dataset contained several missing values that needed to be handled before analysis.
O conjunto de dados continha vários valores ausentes que precisavam ser tratados antes da análise.
2. In statistics and data science, an absence of information for a particular variable in an observation
Missing values can introduce bias if not properly managed in the statistical model.
Os valores ausentes podem introduzir viés se não forem adequadamente gerenciados no modelo estatístico.
3. A gap or empty cell in a spreadsheet, database, or data table
We used imputation techniques to fill in the missing values in our survey responses.
Usamos técnicas de imputação para preencher os valores ausentes nas respostas da pesquisa.
This term is primarily used in technical and academic contexts in both Brazil and the USA, particularly in data science, statistics, and information technology fields. In Brazil, 'valor ausente' is the standard translation used in universities and tech companies. The concept has become increasingly important with the rise of big data and machine learning applications.
Synonyms / Sinônimos
absent valuenull valueincomplete dataunknown valuegap in data
Antonyms / Antônimos
complete valuepresent valueknown valuepopulated value

Regional Variations

General Brazilian
valor ausente
Standard term used in Brazilian Portuguese for data science and statistics
São Paulo
valor faltante
Alternative term commonly used in technical contexts in São Paulo
Rio de Janeiro
valor ausente
Preferred term in academic and professional settings
Portugal
valor em falta
Portuguese variant, sometimes 'valor ausente' is also used

Related Words

data imputationdata cleaningnull handlingdatasetvariableobservationdata qualityNA (Not Available)

Related Idioms & Phrases

handle missing values
impute missing data
deal with missing values
fill in the blanks
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