Construct · 1 fields · 1 citations

data wrangling: a standalone construct

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Data science

the iterative work of restructuring, cleaning and transforming raw data into a form usable for analysis.

In data science, data wrangling refers to the iterative work of restructuring, cleaning and transforming raw data into a form usable for analysis. This meaning comes from Kandel (2011) in Information Visualization.[1]

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Nearby constructs

form4 fields · 7 citationsjingle · one word, four constructs information4 fields · 5 citationsjingle · one word, four constructs work4 fields · 4 citationsjingle · one word, four constructs

References

Kandel, S., Heer, J., Plaisant, C., Kennedy, J., van Ham, F., Riche, N. H., Weaver, C., Lee, B., Brodbeck, D., & Buono, P. (2011). Research directions in data wrangling: Visualizations and transformations for usable and credible data. Information Visualization, 10(4), 271-288. https://doi.org/10.1177/1473871611415994

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