I think I found what you are looking for, @tsun .
In the Data Explorer Dashboard feature, there is the possibility to add parameters. The parameters would show up on the dashboard like a button or drop-down. By referencing the parameter in the query behind the panel, you can change the data shown dynamically.
https://video2.skills-academy.com/en-us/azure/data-explorer/dashboard-parameters
https://video2.skills-academy.com/en-us/azure/data-explorer/azure-data-explorer-dashboards#use-parameters