Users have modularized their Jupyter pipelines into Python files. They are now seeking ways to enhance their workflow with graphical user interfaces. Monthly comparisons are also a focus for these users. They are looking for actionable next steps to improve their processes. This exploration can lead to more efficient data analysis and visualization.