I experience this regularly. I have found that leaving these larger notebooks open in chrome can cause lag to grow worse over time. Sometimes I can bring lag back down to a manageable level by closing the tab completely and loading the notebook from a new tab. Clearing output does not seem to help, so like your colleagues I’ll sometimes resort to splitting to a separate notebook.
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