Shenzhi Shi

Code Code Evolution: Understanding How People Change Data Science Notebooks Over Time

Sensemaking is the iterative process of identifying, extracting, and explaining insights from data, where each iteration is referred to as the "sensemaking loop." However, little is known about how sensemaking behavior evolves from exploration and explanation during this process. This gap limits our ability to underst…