I'd say it could be.
While I don't *think* I tend to quite get to the point of yelling or screaming, one of the things that eventually led to my diagnosis was the someone with an autistic child told me that the way I get frustrated when having trouble explaining something is very similar to the way his child does.
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Level 1 Autism Spectrum Disorder / Asperger's Syndrome.