A trend that appears in subsets of data may disappear or reverse when the subsets are combined.
In detail: https://www.britannica.com/topic/Simpsons-paradox
What is Simpson's Paradox?
A trend that appears in subsets of data may disappear or reverse when the subsets are combined.