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Upon refresh, some of the point features in an event layer drawn from dynamic data do not display labels.
The extent of the event layer is set when it is first drawn in an MXD file. If a feature in an event layer is drawn from dynamic data, the feature may travel outside of the original extent of the layer.
This causes unexpected behavior, such as the feature being drawn in its correct location, but without its label.
To work around this issue, set up dummy points that fall outside of the extent that the points in the event layer will travel. The dummy points act as the extent, giving the event layer an extent that will not be breached.
In the example below, when possible, X and Y values for the dynamic table fall inside of the green box only; the red points represent extremely high and extremely low X, Y combinations.