A data mapping system provides a share, reusable and single mapping tool for mapping data and data lineage. The mapping system provides a version control functionality in the form of spreadsheet for tracking a plurality of mapping tasks that occur in parallel. The system allows multiple users to view the changes in mapping tasks, thereby improving data mapping visibility. Such visibility can significantly reduce conflicts between different mapping tasks that are independently performed by different teams or persons.