Abstract:
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 prot...Show MoreMetadata
Abstract:
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.
Date of Conference: 04-08 September 2016
Date Added to IEEE Xplore: 10 November 2016
ISBN Information:
Electronic ISSN: 1943-6106