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Interactive Dashboards and Data Apps with Plotly and Dash
book

Interactive Dashboards and Data Apps with Plotly and Dash

by Elias Dabbas
May 2021
Beginner to intermediate content levelBeginner to intermediate
364 pages
7h 33m
English
Packt Publishing
Content preview from Interactive Dashboards and Data Apps with Plotly and Dash

Chapter 9: Letting Your Data Speak for Itself with Machine Learning

While making histograms we got a glimpse of a technique that visualizes aggregates, and not data points directly. In other words, we visualized data about our data. We will take this concept several steps further in this chapter, by using a machine learning technique to demonstrate some options that can be used to categorize or cluster our data. As you will see in this chapter, and even while using a single technique, there are numerous options and combinations of options that can be explored. This is where the value of interactive dashboards comes into play. It would be very tedious if users were to explore every single option by manually creating a chart for it.

This chapter ...

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Publisher Resources

ISBN: 9781800568914Supplemental Content