your plugs look corroded and in bad condition, they should last a lot longer than 1 year, but you should go ahead and start off with changing those first.
Your radiator running low on fluid would cause your engine to overheat and run at higher temperatures, it wouldnt necessarily create a rough idle.
Could you explain the "rough idle" a little bit better. Would help me to get a better idea of what the problem would be
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