The Analyze tool can only be used on datasets in an ArcSDE geodatabase. Datasets in personal or file geodatabases are not supported. The Analyze tool is used to help maximize query performance. The Analyze tool updates the statistics of business tables, feature tables, and delta tables, along with the statistics on those tables' indexes.
The Analyze tool only supports ArcSDE datasets.