Abstract: Aspects of the current subject matter relate to a data storage and retrieval system that employs a data storage structure in which user data is spatially and temporally stored and fetched in real-time, allowing users to utilize and visualize the data. The data storage structure provides for a structured query and retrieval mechanism and is optimized for low-latency read operations covering a temporal and spatial range, while also allowing for varying play rates and spatial zoom levels. The data storage structure incorporates various data stores for query retrieval based on user request criteria.