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There are 2 issues fixed here: * In the notebook pandas dataframes are formatted as HTML in the cells. On the documentation site the renderer that converts notebooks incorrectly displays the raw HTML. I can't find any examples of where this is working and so I am formatting the dataframes as text. * Some incorrect table names were referenced resulting in errors.
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