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English Lexicon

Data synthesis

/ˈdeɪ.tə ˈsɪn.θə.sɪs/
nounCEFR C1 (Advanced)Top #14500 frequency
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Comprehensive Definitions & Senses

2 senses
As noun
  1. 1

    The combination of data from multiple independent sources, studies, or formats to produce a unified, comprehensive summary or conclusion.

    "Rigorous data synthesis is essential in systematic reviews to aggregate findings across diverse clinical trials."
  2. 2

    The artificial generation of new datasets sharing the same statistical properties as real-world data, often used for privacy preservation or machine learning model training.

    "The research team used data synthesis to generate realistic patient records without exposing confidential health information."
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Linguistic Origin & Historical Etymology

The term combines 'data', originating from the Latin datum meaning 'something given' (from dare, 'to give'), entering English in the mid-17th century, and 'synthesis', derived from the Ancient Greek synthesis meaning 'a putting together or composition' (from syn- 'together' + tithenai 'to place'). Together, the compound emerged in modern scientific, statistical, and computational contexts to describe the process of combining multiple sources of information.

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