/ Recent content on Software Engineering Knowledge Base Hugo en /exploratory_data_analysis/ Mon, 01 Jan 0001 00:00:00 +0000 /exploratory_data_analysis/ <h2 id="jupyter-notebooks">Jupyter Notebooks</h2> <h3 id="jupy0-good-notebooks-use-data-to-tell-a-story-and-comments-need-to">Jupy.0. Good notebooks use data to tell a story and comments need to</h3> <p>concisely and tastefully facilitate the storytelling.</p> <h3 id="jupy1-persist-notebooks-in-a-format-that-is-amenable-to-version-control">Jupy.1. Persist notebooks in a format that is amenable to version-control,</h3> <p>executable, and well-documented. Export to HTML or PDF as desired. As of 2026, <code>jupytext</code> works well for this.</p> <p><strong>Reason:</strong> Version control and well-documented formats enable reproducibility and repeatability of analysis. With jupytext, some guidelines enable all analytical notebooks to be executable and immediately reproducible.</p> /python_core_guidelines/ Mon, 01 Jan 0001 00:00:00 +0000 /python_core_guidelines/ Write production-grade Python programs that prioritize reliability and resilience