VizSmith: Automated Visualization Synthesis by Mining Data-Science Notebooks

2021 36th IEEE/ACM International Conference on Automated Software Engineering (ASE)(2021)

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摘要
Visualizations are widely used to communicate findings and make data-driven decisions. Unfortunately creating bespoke and reproducible visualizations requires the use of procedural tools such as matplotlib. These tools present a steep learning curve as their documentation often lacks sufficient usage examples to help beginners get started or accomplish a specific task. Forums such as StackOverflow...
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