Abstract: Community development is supported by a community rating. Community ratings for various communities are compared to identify a preferred community. Historical community ratings are determined for the preferred community. Community rating trends are identified for the community and these trends are used for predicting future community rating(s) to support development decisions.

Abstract: Community development is supported by a community rating. Community ratings for various communities are compared to identify a preferred community. Historical community ratings are determined for the preferred community. Community rating trends are identified for the community and these trends are used for predicting future community rating(s) to support development decisions.

Abstract: In a method for determining consumer activity, a computer retrieves consumer activity data for a consumer from each of a transactional data, demographic data, and social media data source. The computer determines categories, based, at least in part, on the consumer activity data, ranks the categories for the consumer, which represents consumer activity in each category in each of the three data sources, and assigns a weight to each of the three data sources. The computer calculates, based, at least in part, on the assigned weight and the consumer activity data for each of the three data sources, a score for each category in each of the three data sources for the consumer. The computer adds the scores and ranks each category for the consumer, which represents the consumer activity in each of the categories.