[throway88989898]

Neatly phrased:

Trends which appear in slices of data may disappear or reverse when the groups are combined.

[naasking]

Or perhaps even more succinctly: slicing data can introduce bias.

[Matumio]

This is less accurate, because not slicing data can also lead to bias.