This session will involve for 4 subtopics that will last for 15 minutes each. Cleaning data to facilitate reproducible research / Creating tidy data structures to facilitate reproducible research Reading data directly into your analysis script: Introduction to APIs From our servers to your research: tutorials and resources for loading NEON data into your preferred computing environment Cloud-based data tools for research, collaboration, and workflow documentation in the aquatic sciences: Jupyter Hub and HydroShare