Abstract: The disclosure generally describes computer-implemented methods, software, and systems for creating and using shared queries based on heterogeneous data sources. One example method includes providing a visualization on a social network platform, the social network platform communicably linked to a financial platform; receiving, from the financial platform, a request to change a status of a user of the social network based on possessions of the user associated with a financial institute; and updating the visualization to reflect the user's status.