Hydrostream (aka Hydrosense) is a server-based platform for the collection, visualization, annotation and analysis of water pressure in a home setting. The pressure sensor can be attached behind the dishwasher, under the sink or on a spigot outside. With intelligent analytics, the system is capable of detecting patterns in water use. These patterns might be helpful in understanding overall water consumption or may hold important information for understanding health-related behaviors.