#Metabase histogram codePanel lets you move the same code freely between an interactive Jupyter Notebook prompt and a fully deployable standalone server. The same objects can then be reused in more complex combinations to build more ambitious apps, while always sharing the same code that works well on its own. Panel objects are reactive, immediately updating to reflect changes to their state, which makes it simple to compose viewable objects and link them into simple, one-off apps to do a specific exploratory task.
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