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hello everyone I just wanted to promote repo rehab again all about reproducibility and Rehabilitation science so check it out if you have any interest and maybe even join if the deadlines are still open so today what Im going to be talking about is water quality and how we can get water quality data for a specific zip code that our participants report to us so um interestingly as I was digging into this the way that Im kind of learning about how water quality data is kind of combined and stored within this kind of government um backed database is uh somewhat messy in fact probably very messy so data comes in through the water quality Exchange and its fed in through not only the EPA but also the USGS and the USDA and it then goes into the water quality portal where I guess new data is also fed into this water quality portal as well and the water quality portal in which the data is housed is basically overseen by the national water quality monitoring Council and then the data is then