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from bokeh.charts import Histogram
from bokeh.plotting import figure, output_notebook, show
from numpy.random import poisson
Now create some random data.
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data = poisson(5, 10000)
Instruct bokeh to output to the notebook
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output_notebook()
Create a figure
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fig = figure(title="plotting MADNESS!!!1!", x_axis_label='x', y_axis_label='y')
Histogram that data, yo!
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hist = Histogram(data, bins=14, legend=True)
Finally, display it.
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show(hist)