Bokeh: An Extensible Implementation of the Grammar of Graphics for Python

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Bokeh is a new plotting framework for Python that natively understands the relationships in multidimensional datasets, uses a Protovis-like expression syntax scheme for creating novel visualizations, and is designed from the ground up to be used on the web.,Although it can be thought of as "ggplot for Python", the goals of Bokeh are much more ambitious. The Grammar of Graphics primarily addresses the mapping of pre-built aeshetics and layouts to a particular data schema and tuples of measure variables. It h