The lifecycle begins with data, and the best data storytelling resources facilitate a smooth transition into the analytical phase. Clean, curated datasets should be immediately compatible with the provided sample code and analysis frameworks. This direct integration eliminates friction at the earliest and most technical stage. https://www.datapunk.media/resources-hub/