Visualisation for Data Science: Advances and Opportunities in Visualisation Research
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際際滷s for my talk at ODSC 2017 Conference that took place in London 12-14 October. The talk discusses some of the advances in visualisation research that might have implications on the way data science is executed and help tackle some of the fundamental challenges.
![[Elzen & Wijk, 2010]
http://playground.tensorflow.org](https://image.slidesharecdn.com/2017-odsc-turkay-visfordatascience-171015185945/85/Visualisation-for-Data-Science-Advances-and-Opportunities-in-Visualisation-Research-5-320.jpg)
![[Turkay et al. , 2011]
[Williams and Munzner , 2006]](https://image.slidesharecdn.com/2017-odsc-turkay-visfordatascience-171015185945/85/Visualisation-for-Data-Science-Advances-and-Opportunities-in-Visualisation-Research-17-320.jpg)
![[Hu et al., 2013][Schreck et al., 2009]](https://image.slidesharecdn.com/2017-odsc-turkay-visfordatascience-171015185945/85/Visualisation-for-Data-Science-Advances-and-Opportunities-in-Visualisation-Research-18-320.jpg)
![[KRAUSE et al., 2014]](https://image.slidesharecdn.com/2017-odsc-turkay-visfordatascience-171015185945/85/Visualisation-for-Data-Science-Advances-and-Opportunities-in-Visualisation-Research-34-320.jpg)
![[KRAUSE et al., 2014]](https://image.slidesharecdn.com/2017-odsc-turkay-visfordatascience-171015185945/85/Visualisation-for-Data-Science-Advances-and-Opportunities-in-Visualisation-Research-35-320.jpg)
![[Muhlbacher and Piringer, 2013]
[Turkay et al., 2014]](https://image.slidesharecdn.com/2017-odsc-turkay-visfordatascience-171015185945/85/Visualisation-for-Data-Science-Advances-and-Opportunities-in-Visualisation-Research-36-320.jpg)
![[Elzen & Wijk, 2010]](https://image.slidesharecdn.com/2017-odsc-turkay-visfordatascience-171015185945/85/Visualisation-for-Data-Science-Advances-and-Opportunities-in-Visualisation-Research-46-320.jpg)
![[SACHA et al., 2014] [Elzen & Wijk, 2010]
http://playground.tensorflow.org](https://image.slidesharecdn.com/2017-odsc-turkay-visfordatascience-171015185945/85/Visualisation-for-Data-Science-Advances-and-Opportunities-in-Visualisation-Research-48-320.jpg)
Visualisation for Data Science: Advances and Opportunities in Visualisation Research
- 5. [Elzen & Wijk, 2010] http://playground.tensorflow.org
- 15. We (social scientists) need (data- based) models that we can understand and explain so that we can defend them to our peers in full confidence. A quote to sum it all nicely (from collaborators from our AddResponse project)
- 17. [Turkay et al. , 2011] [Williams and Munzner , 2006]
- 18. [Hu et al., 2013][Schreck et al., 2009]
- 34. [KRAUSE et al., 2014]
- 35. [KRAUSE et al., 2014]
- 36. [Muhlbacher and Piringer, 2013] [Turkay et al., 2014]
- 38. < 3500 3500 - 4000 4000 - 4500 4500 - 5000 > 5000 Average Household Electricity Consumption kwH / Year < 5000 5000 - 9000 9000 - 12000 12000 - 15000 >15000 Average Household Gas Consumption kwH / Year Average Gas Consumption AverageElectricityConsumption 0 0 1 1 Correlation Coefficient Value: -0.32 際際滷 by Sarah Goodwin
- 39. N = n (326) 1 0 -1 -0.32 際際滷 by Sarah Goodwin
- 40. N = n (326) 1 0 -1 -0.32 際際滷 by Sarah Goodwin
- 41. N = 100 N = 25N = 50N = n (326) 1 0 -1 -0.32 際際滷 by Sarah Goodwin
- 42. N = 25 N = n (326) 1 0 -1 -0.32 < 3500 3500 - 4000 4000 - 4500 4500 - 5000 > 5000 Average Household Electricity Consumption kwH / Year < 5000 5000 - 9000 9000 - 12000 12000 - 15000 >15000 Average Household Gas Consumption kwH / Year 際際滷 by Sarah Goodwin
- 43. 際際滷 by Sarah Goodwin
- 44. 際際滷 by Sarah Goodwin
- 45. 際際滷 by Sarah Goodwin
- 46. [Elzen & Wijk, 2010]
- 48. [SACHA et al., 2014] [Elzen & Wijk, 2010] http://playground.tensorflow.org