Potable water is inevitable but very limited natural resource. Besides the access to potable water sources is a great challenge, especially at the local level in the developing world. Water use in a community is affected by a lot of geographic and socio-economic parameters. All these information could be quite valuable in assessing and managing water resources on the planet. The spatial and temporal variation in the water source condition can potentially dictate the present and future water usage pattern and the critical regions. Informative water maps are likely to provide an efficient solution in this aspect. If a tool can be developed which will collect and process water source information from the crowd then it could be utilized to understand water accessibility and use on both the local and global scale.