Since the shape is always different, there's virtually zero useful information to take away from it.
Some people in this thread claimed that burn down charts are useful for finding out a team's capacity. I disagree - you don't need a chart for this. If your team has a target velocity of 30 points and routinely fails to meet it, reduce the target velocity. Likewise, if the team routinely completes all of their work well before the end of the sprint, slightly increase the target velocity.