Taking too much time to render large amout of data in charts!

[karnwalak]

On the analytics page of the admin dashboard, AmCharts is being used to display multiple charts. When filtering for a short time range, the charts load and render data quickly. However, when selecting a longer time range (e.g., "all-time data"), the charts take too much time to render. The page becomes unresponsive until all the data is loaded and rendered in the charts.
This affects the usability and performance of the analytics page significantly when working with large datasets.

Expected Behavior

1. The page should remain responsive even when rendering large datasets.
2. The charts should load incrementally or handle large datasets efficiently.

Observed Behavior

1. The page freezes until all data is loaded and rendered into the charts.
2. This leads to poor user experience, especially for "all-time data."

[zeroin]

Well, the more data you have, the more cpu processing power is required. There is nothing we can do here. You could however could think about aggregating data on your side before passing it to the charts if a selected period is long.