I am trying to create a Bubble chart using C3js chart. I've selected chart type as 'scatter'. Is there any way can join the bubbles in below format 
There is an undocumented C3.js extension for bubble chart:
https://github.com/c3js/c3/blob/master/extensions/chart-bubble/
Which introduce the bubble type.
Here is a fiddle: http://jsfiddle.net/beaver71/do2kLLjp/
Probably other chart library are preferably for this chart type:
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