https://e343c64b.dataagentx.pages.dev/en/tags/jupyter/Recent content in Jupyter on DataAgentXHugoen-USWed, 14 Oct 2026 00:00:00 +0000https://e343c64b.dataagentx.pages.dev/en/tech/20261014-reproducible-analysis/Wed, 14 Oct 2026 00:00:00 +0000https://e343c64b.dataagentx.pages.dev/en/tech/20261014-reproducible-analysis/<p><a href="https://e343c64b.dataagentx.pages.dev/images/articles/reproducible-analysis/core-en.svg"><img src="https://e343c64b.dataagentx.pages.dev/images/articles/reproducible-analysis/core-en.svg" alt="A reproducible analysis workspace connecting notebooks and charts"></a></p> <p>The same chart changes when someone else reruns the analysis. The same data tells a different story when the axis changes. Details like these often undermine a Data Agent&rsquo;s credibility.</p> <p>Data Analytics Skills divides this work between two Skills: <code>Jupyter Notebooks</code> makes the calculations reproducible, while <code>Visualize Data</code> keeps their presentation from misleading readers. The first explains where a number comes from; the second establishes what a chart can support.</p>