Transforming spreadsheets with data noodles
Proceedings of IEEE Symposium on Visual Languages and Human-Centric Computing, VL/HCC
IEEE Symposium on Visual Languages and Human-Centric Computing, VL/HCC
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Gorinova, M., Sarkar, A., Blackwell, A., & Prince, K. (2016). Transforming spreadsheets with data noodles. Proceedings of IEEE Symposium on Visual Languages and Human-Centric Computing, VL/HCC, 2016-November 236-237. https://doi.org/10.1109/VLHCC.2016.7739694
© 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.
External DOI: https://doi.org/10.1109/VLHCC.2016.7739694
This record's URL: https://www.repository.cam.ac.uk/handle/1810/262447