Auto-generating Textual Data Stories Using Data Science Pipelines

Author:

Wang Ruilin1,Gowri Sripada Somayajulu1,Beacham Nigel1

Affiliation:

1. Computer science, University of Aberdeen, UK

Publisher

ACM

Reference22 articles.

1. Manyika M. G. I. J. Chui M. Groves P. Farrell D. Kuiken S. V. Doshi E. A. 2013. Open data: Unlocking innovation and performance with liquid information. https://www.mckinsey.com/business-functions/mckinsey-digital/our-insights/open-data-unlocking-innovation-and-performance-with-liquid-information Manyika M. G. I. J. Chui M. Groves P. Farrell D. Kuiken S. V. Doshi E. A. 2013. Open data: Unlocking innovation and performance with liquid information. https://www.mckinsey.com/business-functions/mckinsey-digital/our-insights/open-data-unlocking-innovation-and-performance-with-liquid-information

2. Gregory K. Cousijn H. Groth P.T. Scharnhorst A. Wyatt S. 2018. Understanding data retrieval practices: a social informatics perspective. https://pure.knaw.nl/ws/portalfiles/portal/6148431/1801.04971.pdf Gregory K. Cousijn H. Groth P.T. Scharnhorst A. Wyatt S. 2018. Understanding data retrieval practices: a social informatics perspective. https://pure.knaw.nl/ws/portalfiles/portal/6148431/1801.04971.pdf

3. What storytelling can do for information visualization

4. Danqing Shi , Xinyue Xu, Fuling Sun , Y ang Shi and Nan Cao . 2020 . Calliope : Automatic Visual Data Story Generation from a Spreadsheet. IEEE TRANSACTIONS ON VISUALIZA TION AND COMPUTER GRAPHICS, VOL. 27, NO. 2 https://arxiv.org/abs/2010.09975 Danqing Shi, Xinyue Xu, Fuling Sun, Y ang Shi and Nan Cao. 2020. Calliope: Automatic Visual Data Story Generation from a Spreadsheet. IEEE TRANSACTIONS ON VISUALIZA TION AND COMPUTER GRAPHICS, VOL. 27, NO. 2 https://arxiv.org/abs/2010.09975

5. Jones M. Tim. 2018. "Data structure and the data science pipeline." An introduction to data science Part 1 IBM developerWorks February 1. Accessed 2021-10-22. Jones M. Tim. 2018. "Data structure and the data science pipeline." An introduction to data science Part 1 IBM developerWorks February 1. Accessed 2021-10-22.

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