Note: At 9:04 in the video, I calculate the degrees of freedom value incorrectly. It should be 51, not 113.
Thankfully, this does not change the outcome of the statistical test - we come to the same conclusion either way!
Apologies for the mistake - and thanks to those who spotted it!