Some embodiments provide a method for generating a multi-layer network map from network configuration data. The method receives network configuration data that defines network components and connections between the network components for a network that spans one or more datacenters. Based on the received network configuration data, the method generates multiple data layers for a multi-layer interactive map of the network. Different data layers include different network components and connections. The method generates a visual representation of the network for each data layer. Each visual representation includes a map of the network at a different level of hierarchy.