Global filters are tied to the primary data source and only affect worksheets that use that same source as the primary source. However, it is possible to use actions to act as a global filter across multiple data sources. The following links provide further information on how to do this:
Also, the video from our last Think Data Thursday provides a demonstration on how this can be done:
Hope this helps!