Linear dependence and the null space
When a vector lies in the span of two others, shown in 3D, and the null space of a 2 × 2 matrix as the line it sends to the origin.
Linear dependence is a property of the whole set: three vectors can be dependent even when no two of them are parallel.
rank + nullity = number of columns.