This question is in reference to Atlassian Documentation: Chat history
Usually communication apps (email, chat) have functions in search, like after:xx.xx.xxxx before:yy.yy.yyyy or on:zz.zz.zzzz, is there time functions in web, or client interfaces of HipChat?
When you searchin HipChat web or desktop clients, you'll see results listed with how recently they occurred, like "1 month ago" or "4 months ago" and so on. That may help you narrow down the time frame.
Next to the "1 month ago" there's a link that says View. When you click that, you'll then see the entire day-by-day history of the chat, with the ability to pick specific dates from the calendar.
I'm not sure if either of those gives you exactly what you want, but hopefully it helps.
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