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Python Bubble & Scatter Charts in Django

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Python Bubble Chart allows you to display 3 dimensional data. Instead of plotting just two variables (x & y) that defines the position of the datapoint, Bubble Chart lets you add a third variable (z-value) to define relative size of the bubble. Bubble charts are useful in explaining complex data easily.

Python Scatter Charts represent data as a series of points over the axis coordinates. Hence they are also referred to as Point Charts / Scatter Plot.

Python Bubble Charts

Bubble Chart uses bubble-like symbols to depict data.

Python Bubble Chart with 3 Dimensional Data
Bubble Chart with 3-Dimensional Data
Python Bubble Chart in Dark Theme
Bubble Chart in Dark Theme

Python Scatter Charts

Scatter Chart represents data as a series of points.

Python Scatter Chart using Django
Scatter Chart
Python Multi Series Scatter Chart using Django
Scatter Chart

Features used Commonly in Python Bubble & Scatter Charts

Most commonly used features in Python Bubble & Scatter Charts include customizing markers, indexlabels, etc.

  • Size & type of the marker can be customized by setting markerSize & markerType properties.
  • Color of the marker can be changed by setting markerColor property.
  • Size of the marker can be customized by setting markerSize property
  • Indexlabel can be shown for particular datapoint by setting indexLabel property of datapoint.

Python Bubble & Scatter Chart Types

  • Python Bubble Chart
  • Python Scatter Chart

General Tips for Python Bubble & Scatter Charts

  • Use bubble chart when there are less number of datapoints as increase in the number of bubbles may result in congestion and overlapping.
  • Show legend to explain how different bubble sizes correspond with z-value.

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