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exploratory analysis

[/ɪkˈsplɔːrətɔːri əˈnæləsɪs/]
nounpl: exploratory analyses
análise exploratória
1. A preliminary statistical examination of data to understand its main characteristics, patterns, and relationships before formal hypothesis testing or modeling
The team conducted an exploratory analysis of the survey responses to identify trends.
A equipe realizou uma análise exploratória das respostas do questionário para identificar tendências.
2. An investigative approach in research or data science used to discover insights, anomalies, and structures in datasets without preconceived hypotheses
Exploratory analysis revealed unexpected correlations in the customer behavior data.
A análise exploratória revelou correlações inesperadas nos dados de comportamento do cliente.
Synonyms
exploratory data analysis (EDA)preliminary analysisdata explorationinvestigative analysis
Antonyms
confirmatory analysishypothesis testingformal analysis

Regional Variations

General Brazilian
análise exploratória
Standard term used in business and academic contexts
Portugal
análise exploratória
Same usage as Brazilian Portuguese in technical and academic settings
General
análise de exploração
Less common alternative, more literal translation

Related Idioms & Phrases

dig into the data
get a feel for the data
start from scratch with the data
initial data examination
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