Because of the large amount of data in a data source, it takes a lot of time to refesh data each time. It is recommended that Power BI Desktop can refresh specific visual.
I've added some more information on this issue here: https://community.powerbi.com/t5/Desktop/Power-BI-Desktop-recalculates-visuals-after-every-change/m-p/939848#M450276
