Increase performance of dash apps

I have build a dashboard using dash in python. On initial load all graphs are empty. Graphs are then updated through call backs.

Now I am facing few performance issues with graphs :-

1. I want to increase load time and in general performance while user is interacting with these graphs. What are possible approaches I could follow.

2. Plotting large data sets. There are few bar & pie graphs which are getting lot of data. That means bars are very thin lines bc of lot of data on x-axis. I general how can I handle visualise graphs with lot of data.

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