Map projections are transformations between one shape to another, often a 2D surface such as a screen or printout. A selectable pair of projections is shown below, along with a mapping of points - every 10 degrees latitude and longitude - between the two.
This is made with D3. Adapted, via Albers to Orthographic Projection, from Mercator to Orthographic Projection.