Jupyter Notebooks for Introducing Data Science to Novice Users. - Université de Lille
Article Dans Une Revue Studies in Health Technology and Informatics Année : 2022

Jupyter Notebooks for Introducing Data Science to Novice Users.

Résumé

Data science is a bridge discipline involving computer science, statistics, and knowledge of the health field. We developed a Jupyter Notebook to enable novice users to easily and autonomously analyze data from social networks. We conducted an experimentation with non-programmer students. They had to adapt a R Notebook and complete 14 questions and to perform descriptive analyses. The average rate of correct answers was 90.7. Jupyter Notebook enabled novice users to easily and autonomously analyze data from Twitter.
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hal-04386991 , version 1 (11-01-2024)

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Mathilde Fruchart, Benjamin Guinhouya, Sylvie Pelayo, Christian Vilhelm, Antoine Lamer. Jupyter Notebooks for Introducing Data Science to Novice Users.. Studies in Health Technology and Informatics, 2022, Studies in Health Technology and Informatics, 294, pp.823-824. ⟨10.3233/SHTI220598⟩. ⟨hal-04386991⟩

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