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Figure_factory vs go (graph objects) vs dict vs px

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Can someone explain what the difference is between using graphical objects (go) and figure_factory (ff)? I vaguely remember there being a third one (px?) as well.

I’m not sure what I’m supposed to use. Some of the arguments only seem to work for ff, others only work for go. It’s probably because I’m not using the arguments correctly, but I haven’t seen any explanation in the documentation as to why all these different methods exist and when it is appropriate to use each one.

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