Water in places like DC is routinely tested and it is not unheard of to get an advisory to not drink the water.
https://www.dcwater.com/sites/default/files/documents/2020_dcwater_water_quality_report_0.pdf
there’s a lot of chlorine 3.2ppm to a EPA limit of 4ppm. You can certainly smell it.