Transforming spreadsheets with data noodles.

Symposium on Visual Languages and Human Centric Computing VL HCC(2016)

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摘要
Data wrangling is the term used by data scientists for the work of re-organising data into a new structure, before work starts on reporting or analysis. We present a prototype that applies programming by example methods to data wrangling in spreadsheets. The Data Noodles system guides the user through constructing a simple example that illustrates how they would like their spreadsheet to look. A transformation program is then synthesised and executed to produce the final reshaped spreadsheet.
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关键词
data wrangling,spreadsheets,data noodles system,user guidance,transformation program,data scientists,data reorganisation,programming-by-example methods
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