Ten simple rules for writing and sharing computational analyses in Jupyter Notebooks

1 Design Lab, UC San Diego, La Jolla, California, United States of America, 2 Center for Computational Biology and Bioinformatics, UC San Diego, La Jolla, California, United States of America, 3 Department of Pediatrics, UC San Diego, La Jolla, California, United States of America, 4 Data Science Hub, San Diego Supercomputer Center, UC San Diego, La Jolla, California, United States of America, 5 Departments of Bioengineering, and Computer Science and Engineering, and Center for Microbiome Innovation, UC San Diego, La Jolla, California, United States of America, 6 Bioinformatics and Systems Biology Graduate Program, UC San Diego, La Jolla, California, United States of America, 7 Department of Statistics and Berkeley Institute for Data Science, UC Berkeley, and Lawrence Berkeley National Laboratory, Berkeley, California, United States of America