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Another thing to add in this the ability to use a set a 'symlog' scale. This is currently not implemented in Atlair (vega/altair#1077) due to not being implemented in a chain of dependencies going back through Vega-Lite, Vega and d3. When/if these are resolved I can add this option.
Also, maybe look at using rich displays options for "automatic" generation using altair if using a Jupyter notebook.
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Start trying out using Altair to make plots if requested. Refs #3. Supercedes #31 as I've changed the branch name to be more appropriate.