And now for something completely different.
This is news to me, but apparently they do this every year. The copy accompanying the video says simply:
Hundreds of clowns made their annual pilgrimage to the Basilica of Our Lady Guadalupe in Mexico City to pay homage to the Virgin of Guadalupe. The artists are members of the Clown Club of Mexico and have been making the pilgrimage for 30 years.