In this presentation from the Society for Conservation GIS Conference in 2016, I presented on some of the work I’ve done at the Center for Watershed Sciences. I discuss PISCES, our software to manage, analyze, and display fish species range information, as well as arcpy_metadata, a Python library we developed to enable metadata editing in ArcGIS from Python.