By the way, the nonmonotonicity of social data provides an easy formula for news outlets to accentuate the negative. If you ignore all the years in which an indicator of some problem declines, and report every uptick (since, after all, it’s “news”), readers will come away with the impression that life is getting worse and worse even as it gets better and better.
