A computer based system manages the collection, analysis and presentation of data. The system in one arrangement includes an online platform for collecting and unifying data across multiple channels. The platform also provides a vehicle for a plurality of users/groups to collectively analyze the data. The present system in one illustrative embodiment thus provides a data clearinghouse for gathering information from a plurality of channels, facilitating the sharing of this information, and facilitating the cooperative analysis of this information.