data mining
extracting useful patterns from large datasets
In more detail
the process of analyzing large amounts of data to find patterns, trends, or useful information that can be used for business or research purposes
Examples
- The company uses data mining to understand customer behavior and improve sales.
How to use data mining
Data mining is a technical term commonly used in business, computer science, and research contexts to describe systematic analysis of large datasets using computational methods. It emphasizes the automated discovery of hidden patterns or actionable insights, distinguishing it from simple data analysis which may be more manual or exploratory. The term often implies working with big data and using specialized software or statistical methods.
Common phrases
- data mining techniques
- data mining algorithm
- data mining project
- engage in data mining
- data mining tools
- data mining application
Synonyms
data analysis · knowledge discovery · pattern recognition · information extraction · data analytics
Word family
data miner
A common mistake
Learners sometimes use data mining interchangeably with data analysis when referring to any data examination, but data mining specifically implies automated or algorithmic discovery of non-obvious patterns in large datasets, whereas data analysis can be broader and more interpretive.
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