You will have noticed that for the above two examples, the updating of the chart is on an timed interval basis i.e. 1s for the Dash example and 300ms for the Matplotlib one. However, in reality Streaming data is usually delivered on an a 'as and when' event basis - e.g. whenever there is a change in the Quote price or when a Trade takes place.
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Learn about IPython and how to use some of its features.
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An example template for voilà is the voila-gridstack template, which can be installed from pypi with pip install voila-gridstack You can try it by typing voila notebook.ipynb --template=gridstack .