Average Temperatures by Month Instead of Year

This tweet is a prime example for why it’s hard to analyze one signal in a time series (here, its trend) without simultaneously adjusting for its other signal components (here, its seasonality).

If the tweet gets taken down, perhaps this screenshot on Mastodon remains.