Towards Transparent, Reusable, and Customizable Data Science in Computational Notebooks

Author:

Choi Frederick1ORCID,Rahman Sajjadur2ORCID,Kim Hannah2ORCID,Zhang Dan2ORCID

Affiliation:

1. Grainger College of Engineering, University of Illinois at Urbana-Champaign, United States

2. Megagon Labs, United States

Publisher

ACM

Reference46 articles.

1. GUESS

2. Futzing and Moseying: Interviews with Professional Data Analysts on Exploration Practices

3. Low-level components of analytic activity in information visualization

4. Andrea Batch and Niklas Elmqvist . 2017. The interactive visualization gap in initial exploratory data analysis . IEEE transactions on visualization and computer graphics 24, 1 ( 2017 ), 278–287. Andrea Batch and Niklas Elmqvist. 2017. The interactive visualization gap in initial exploratory data analysis. IEEE transactions on visualization and computer graphics 24, 1 (2017), 278–287.

5. Alex Bäuerle , Ángel Alexander Cabrera , Fred Hohman , Megan Maher , David Koski , Xavier Suau , Titus Barik , and Dominik Moritz . 2022 . Symphony: Composing Interactive Interfaces for Machine Learning. In CHI Conference on Human Factors in Computing Systems. ACM , New York, NY, USA, 1–14. Alex Bäuerle, Ángel Alexander Cabrera, Fred Hohman, Megan Maher, David Koski, Xavier Suau, Titus Barik, and Dominik Moritz. 2022. Symphony: Composing Interactive Interfaces for Machine Learning. In CHI Conference on Human Factors in Computing Systems. ACM, New York, NY, USA, 1–14.

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