Real-time Dashboard in Python

Real-time Dashboard in Python

Data scientists use data visualization to communicate data and generate insights. It’s essential for data scientists to know how to create meaningful visualization dashboards, especially real-time dashboards

Data scientists use data visualization to communicate data and generate insights. It’s essential for data scientists to know how to create meaningful visualization dashboards, especially real-time dashboards. This article talks about two ways to get your real-time dashboard in Python:

  • First, we use streaming data and create an auto-updated streaming dashboard.
  • Second, we use a “Refresh” button to refresh the dashboard whenever we need the dashboard to be refreshed.

For demonstration purposes, the plots and dashboards are very basic, but you will get the idea of how we do a real-time dashboard.

The code for this article can be found here: realtime_dashboard.ipynb and realtime_dashboard.py. The content of these two files is completely the same, just in different formats.

data-virtualization python data-science

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