Wrex: A Unified Programming-by-Example Interaction for Synthesizing Readable Code for Data Scientists

Ian Drosos
Ian Drosos
Titus Barik
Titus Barik

CHI '20: CHI Conference on Human Factors in Computing Systems Honolulu HI USA April, 2020, pp. 1-12, 2020.

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Abstract:

Data wrangling is a difficult and time-consuming activity in computational notebooks, and existing wrangling tools do not fit the exploratory workflow for data scientists in these environments. We propose a unified interaction model based on programming-by-example that generates readable code for a variety of useful data transformations, ...More

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