Query routing for generating accurate data reports using multiple data sources

A system comprising:

• one or more processors;
• and
• one or more storage devices storing instructions that, when executed by the one or more processors, cause the one or more processors to carry out operations comprising:
• receiving, from a user, an input query related to user interactions with a platform for one or more users of the platform;
• processing the input query to select a data source of a plurality of data sources to be used for responding to the input query, comprising:
• providing a model input comprising at least two or more characteristics of the plurality of data sources to a model to obtain an output from the model, wherein the output comprises a likelihood that a first result corresponding to the input query obtained using a first data source has a higher accuracy than each of one or more second results corresponding to the input query obtained using one or more second data sources, wherein the plurality of data sources for the platform comprise the first data source and the one or more second data sources, and wherein the plurality of data sources comprise at least an event data source and an aggregated data source;
• and
• selecting the data source to be used for responding to the input query based on the output from the model;
• obtaining, using the selected data source, a result that describes user interactions with the platform and that is responsive to the input query;
• and
• providing the result to the user.

A computer readable storage medium carrying instructions that, when executed by one or more processors, cause the one or more processors to carry out operations comprising:

• receiving, from a user, an input query related to user interactions with a platform for one or more users of the platform;
• processing the input query to select a data source of a plurality of data sources to be used for responding to the input query, comprising:
• providing a model input comprising at least two or more characteristics of the plurality of data sources to a model to obtain an output from the model. wherein the output comprises a likelihood that a first result corresponding to the input query obtained using a first data source has a higher accuracy than each of one or more second results corresponding to the input query obtained using one or more second data sources, wherein the plurality of data sources for the platform comprise the first data source and the one or more second data sources, and wherein the plurality of data sources comprise at least an event data source and an aggregated data source;
• and
• selecting the data source to be used for responding to the input query based on the output from the model;
• obtaining, using the selected data source, a result that describes user interactions with the platform and that is responsive to the input query;
• and
• providing the result to the user.