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Using Australian Ports Dataset to Visualise Data

This MLHub package provides a demonstration of the concepts of visualising data in order to better understand, explain, and discover the narrative from our data.

The examples come from chapter 5 of the Essentials of Data Science by Graham Williams The data used comes from Further support material is available from

Visit the github repository for examples of its usage:


To install and run the pre-built model:

$ pip install mlhub
$ ml install ports-plot
$ ml demo ports-plot
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