Spinal Stenosis is the narrowing of the space around your spinal cord.

Below is a diagram showing spinal stenosis.

The narrowing of the spinal canal can lead to pain and numbness. Causes for the narrowing of spinal canal include arthritis, trauma, spondylolisthesis or other factors.

Here is another visualization (used from Facebook post by Peter Derman, Orthopeadic Surgeon).