1. A computer-implemented method for distributing data among data partitions based upon a forecasted demand in a networked computing environment comprising: associating geographical data with a data storage system having a plurality of data partitions; assigning a set of geographic regions to each of the plurality of data partitions based on the geographical data; identifying a set of online feeds having data corresponding to the set of geographic regions; identifying a set of trending topics from the set of online feeds; re-assigning the set of geographic regions to each of the plurality of data partitions based on the set of trending topics; and responsive to the re-assigning, distributing the data associated with the set of trending topics among the plurality of data partitions.