In certain embodiments, techniques are provided (e.g., a method, a system, non-transitory computer-readable medium storing code or instructions executable by one or more processors) to provide data visualization and management services for files stored in a cloud storage system. In some embodiments, a tenant (e.g., an end user, customer, or subscriber to a cloud storage service) can view how their data is stored across data centers within a cloud storage service. A cloud file manager can analyze the tenant's data stored in the cloud storage service, and generate a data visualization interface that provides a fine grained visual representation of the tenant's data across the cloud storage service. In some embodiments, the tenant can define storage profiles and/or modify existing data storage locations dynamically through the data visualization interface. This simplifies data management for the tenants and provides increased flexibility of managing data in the cloud storage service.