The computer age has seen many advances in science, including how scientists analyse data and report results. While some tools are complex and make it difficult for other scientists to understand exactly what steps were followed, other tools strive to increase the transparency and reproducibility of research. iPython and Jupyter notebooks A new and exciting tool is the electronic notebook.