I hate coordinate systems! How do I wrap my head around these things?

Apply this three-part mental model of geospatial datasets. Many common problems happen when one of these parts is missing or out of sync.

Attributes: the meanings or labels of a data point.

Coordinates: numbers describing the data point's position in space.

Coordinate (reference) system: metadata describing the space itself: origin, axes, units, etc.

For example:

Coordinate (reference) system: WGS84 longitude,latitude

I hate coordinate systems! My dataset is off the coast of Africa!