Couldn’t they have changed the game they were playing then changed it back. “IRL” or “Social Eating” then back…
Checking https://api.twitch.tv/kraken/streams?channel=xxxxxx will confirm if the stream still exists(under another game perhaps). You might run into some anomalies with caching but they won’t last very long.