Computer-based processes are disclosed for mining and analyzing owner association (OA) data associated with a plurality of real estate properties and generating an OA amount model that can be used to estimate OA amounts for a subject property. The OA data may also be analyzed to identify OA ratings, OA recommendations, OA delinquency actions, OA contacts information, OA services information, etc. The disclosed processes can also use the generated OA amount model to identify OA amount trends, and determine valuations and investment metrics for real estate properties.