Scripts are widely used to design and run scientific experiments. Scripting languages are
easy to learn and use, and they allow complex tasks to be specified and executed in fewer …

Whether a programmer with code or a potter with clay, practitioners engage in an ongoing
process of working and reasoning with materials. Existing discussions in HCI have provided …

Duplicating one's own code makes it faster to write software. This expediency is particularly
valuable for users of computational notebooks. Duplication allows notebook users to quickly …

Programming nowadays has become an important tool in various scientific fields, not only in
terms of software engineering but also for knowledge acquisition. In this regard, we analyze …

Throughout the history of the spreadsheet, and throughout the majority of research into
improving it, the grid of cells has remained a constant as the underlying data model. An idea …

While machine learning algorithms continue to improve, their success often relies upon the
data scientists' ability to detect patterns, determine useful features and visualizations, select …

The success of data scientists in developing machine learning models is contingent on an
iterative development process for detecting patterns in data, finding and extracting useful …