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The other thing to consider (as someone who frequently take a photos of their bike) the common direction has the drive side out! In cycling forums it is sacrilegious to post a photo of your bicycle without showing the drive side.
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I wonder if that changes in countries where the main language is written right to left?
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That was my first thought too, I wonder if it works the same in countries speaking arabic (as that's the first one i could think of that's a language with truly no-buts right to left writing).
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Arabic native speaker here.

Yes, people will usually post or draw a bicycle right to left which is going to ve opposite of what normally is drawn. I tried the prompt in arabic for many models and I don't recall any adjusting it based on that difference at least culturally speaking.

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Is it culture dependent? Is it because in English we read left to right?
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There was a glorious moment when I thought that the Chinese models were more likely to produce right-to-left cycling pelicans, but sadly that trend didn't seem to hold up.
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For almost the last 70 years, Chinese has been left to right.

Before that it was vertical (although the ordering of the columns was right to left).

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Arabic or Hebrew would be better tests for that.
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Chinese is also written left to right
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