Transforming spreadsheets with data noodles
Accepted version
Peer-reviewed
Repository URI
Repository DOI
Change log
Authors
Gorinova, MI
Sarkar, A
Blackwell, AF
Prince, K
Abstract
© 2016 IEEE.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.
Description
Keywords
46 Information and Computing Sciences, 4601 Applied Computing
Journal Title
Proceedings of IEEE Symposium on Visual Languages and Human-Centric Computing, VL/HCC
Conference Name
IEEE Symposium on Visual Languages and Human-Centric Computing, VL/HCC
Journal ISSN
1943-6092
1943-6106
1943-6106
Volume Title
2016-November
Publisher
IEEE