Improved filtering on results in trends

[annaszell]

Feature request

Is your feature request related to a problem?

The filtering process on generated trends is slow and inconvenient, requiring users to wait for charts to load before making adjustments.

i.e. when clicking these boxes on/off multiple times ☝️ or when changing the time period

Describe the solution you'd like

Implement a more efficient filtering system that allows users to adjust filters independently of trend generation, possibly by caching results.

Describe alternatives you've considered

An alternative would be to allow users to preload all data and then filter locally on the client side.

Additional context

This issue affects the usability of the platform, particularly when dealing with large datasets.

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