What makes an Expert? Comparing Problem-solving Practices in Data Science Notebooks

Manuel Valle Torre, Marcus Specht, Catharine Oertel

The development of data science expertise requires tacit, process-oriented skills that are difficult to teach directly. This study addresses the resulting challenge of empirically…