What is LED spatial distribution?
It is a plot of the amount of light for each direction. Imagine the LED is in the bottom middle, where the 0 is and it is shining up.

Close to the LED, the beam is around 40 degrees wide (20 degrees to each side)

If you let the LED shine flat over a piece of white paper, the marked area would be the brightest.