The old bokeh.charts was deprecated quite a long time ago, and has recently been removed to a separate project bkcharts. You could now install this separately, but please know that bkcharts is currently unmaintained, and is unlikely to function completely with newer versions of core Bokeh. You can look to HoloViews (http://holoviews.org/) for a very high level API built to on Bokeh that is actively maintained and supported, or use the stable bokeh.plotting API.
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