I’m an amateur web developer and I would like to know how to create graphical charts and graphs from scratch.
What are some good tutorials and/or guides for producing them in Ruby on Rails?
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You would probably be better off producing them in javascript. There are lots of great libraries out there; perhaps start with flot.
If you need more control or more exotic charts, try d3.