Mr Trump's address on Tuesday night led to a total of 4.5 million tweets with the hashtags #SOTU and #JointSession, the social networking service said.
"Join me live for the #SOTU," Mr Trump, who is very active on the social media platform, had tweeted shortly before his address.
According to Twitter, the most retweeted message was a tweet with a link to watch the speech live.
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