Basically, the party thingy happening with people wearing Santa's costume happened at the caravan's end destination, El Pajar.
Using Google Street View, we can look for the graffiti. We can confirm that this is the exact place by matching the colorful tiles on the background walls. On the graffiti, "SANTA AGUEDA 2018" is written.