A data model can consist of datasets that fall into three main types: events, searches, and transactions. Events represent individual activities within the data, searches allow for the extraction of more specific subsets of data through search queries, and transactions combine multiple related events over a period into a single record. This categorization helps in efficiently organizing and analyzing the data within a data model.