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”Isn’t it great that we’re all here?”

”It sure is.” OR “That it is.”

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In my experience few people would reply "That it is". It seems either old-fashioned, or possibly restricted to certain regions or dialects.

"It sure is" is pretty normal and natural (to me, as a BrE speaker, it has an AmE tinge).