Teaching Data Science by Visualizing Data Table Transformations: Pandas Tutor for Python, Tidy Data Tutor for R, and SQL Tutor-Reference-Cited by-同舟云学术

Teaching Data Science by Visualizing Data Table Transformations: Pandas Tutor for Python, Tidy Data Tutor for R, and SQL Tutor

Published:2023-06-23 Issue: Volume: Page:
ISSN:
Container-title:Proceedings of the 2nd International Workshop on Data Systems Education: Bridging education practice with education research
language:
Short-container-title:

Author:

Lau Sam¹^ORCID,Kross Sean²^ORCID,Wu Eugene³^ORCID,Guo Philip J.⁴^ORCID

Affiliation:

1. UC San Diego, La Jolla, CA, United States of America

2. Fred Hutchinson Cancer Center, Seattle, WA, USA

3. Columbia University, New York, NY, United States of America

4. UC San Diego, La Jolla, CA, USA

Funder

National Science Foundation

Publisher

ACM

Reference28 articles.

1. 2019. Pyodide is a Python distribution for the browser and Node.js based on WebAssembly. https://pyodide.org/. Accessed: 2023-02-20. 2019. Pyodide is a Python distribution for the browser and Node.js based on WebAssembly. https://pyodide.org/. Accessed: 2023-02-20.

2. 2022. 11 Types of Data Science Jobs (With Responsibilities). https://www.indeed.com/career-advice/finding-a-job/types-of-data-science-jobs. Accessed: 2023-02-20. 2022. 11 Types of Data Science Jobs (With Responsibilities). https://www.indeed.com/career-advice/finding-a-job/types-of-data-science-jobs. Accessed: 2023-02-20.

3. 2023. pandas - MultiIndex / advanced indexing. https://pandas.pydata.org/docs/user_guide/advanced.html. Accessed: 2023-02-20. 2023. pandas - MultiIndex / advanced indexing. https://pandas.pydata.org/docs/user_guide/advanced.html. Accessed: 2023-02-20.

4. 2023. pandas - Python Data Analysis Library. https://pandas.pydata.org/. Accessed: 2023-02-20. 2023. pandas - Python Data Analysis Library. https://pandas.pydata.org/. Accessed: 2023-02-20.

5. 2023. Tidyverse: R packages for data science. https://www.tidyverse.org/. Accessed: 2023-02-20. 2023. Tidyverse: R packages for data science. https://www.tidyverse.org/. Accessed: 2023-02-20.

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