Found the time to update the Jupyter Notebooks I created a few years back to support Elastic Stack 8.x, they explain how to create Vega/Altair charts and publish them in Elasticsearch/Kibana. The repository consists of several Jupyter Notebooks to demonstrate a workflow mainly using Altair to develop visualizations which can be published to Kibana Dashboards. One of the main benefits of this approach is that a data scientist can continue to work with the environment they are most familiar with, without touching raw VEGA JSON specifications or coding custom JavaScript visualizations. I wrote about this in more detail on Elastic’s official blog: How to bring Jupyter Notebook visualizations to Kibana dashboards with Vega.
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