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Forcing a 1e3 instead of 1000 format in ggplot R

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I'm having some trouble with the y formatting ranges. When I use scale_y_log10() in my plot, it decides that having the scale 0.1, 10, 1000 is the way to do it. I really need it to display it as 1e-1, 1e1, 1e3. math_format help page is not helpful without the format I need to know.

Anything I can answer I will.


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