Construct · 1 fields · 1 citations

data profiling: a standalone construct

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Data quality

the computation of metadata about a dataset, such as value distributions, uniqueness, keys and dependencies, to understand and assess it.

In data quality, data profiling refers to the computation of metadata about a dataset, such as value distributions, uniqueness, keys and dependencies, to understand and assess it. This meaning comes from Abedjan (2015) in The VLDB Journal.[1]

Unit
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Measured by

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Nearby constructs

data quality1 fields · 1 citationsanchor · a standalone construct metadata1 fields · 1 citationsanchor · a standalone construct quality6 fields · 13 citationsjingle · one name, six constructs

References

Abedjan, Z., Golab, L., & Naumann, F. (2015). Profiling relational data: a survey. The VLDB Journal, 24(4), 557-581. https://doi.org/10.1007/s00778-015-0389-y

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