Based on the blogger data, which statement best describes the behavior of new followers?

• A. New followers tend to follow the blog on a random basis.
• B. New followers always click ads within the first hour.
• C. New followers do not follow the blog after the first week.
• D. New followers only engage on weekends.

Answer: (A)

Interpreting patterns in follower behavior hinges on distinguishing random variation from timing that shows a clear cue or schedule. If the blogger data shows new followers arriving at varied times with no reliable trigger—no spike tied to ad exposure within a specific window, no consistent rush after a post, and no clustering by day of week—the natural takeaway is that followers are coming in on a random basis. That’s why the statement describing a random pattern fits best.

The other ideas imply defined timing: follows concentrated within the first hour after a trigger, a drop-off after the first week, or engagement limited to weekends. If the data doesn’t show those time-based clusters or triggers, those descriptions aren’t supported by what’s observed. So the most appropriate interpretation is that new followers appear in a random, non-scheduled manner, reflecting variability in when people discover and decide to follow.