Note also that in the only gospel where the whip is mentioned, the construction of the weapon is premeditated. He didn’t just grab some leather strips off a table and start swinging; the action in John 2:15 starts specifically when he has made a φραγέλλιον, phrageillon in Greek, more famous in Latin as the flagellum.
φραγέλλιον phragéllion, frag-el'-le-on … a whip, i.e. Roman lash as a public punishment:—scourge. source
A different Greek word is used for ‘whip’ elsewhere in the New Testament; this one only occurs here in John, and in Matthew and Mark to describe the particularly Roman whipping Jesus receives later on.
Anyway, a flagellum is basically a cat o’ nine tails, and has either a braided leather handle or a heavy stick attached to cords with knots. Making one takes a while, and one worth using to drive out the cattle is going to take some chunks out of a moneychanger. Fancy Roman flagella that feature later on in the scripture had hooks and chains, and were sometimes gladiatorial weapons. Castlevania shit.
This has been your regularly scheduled moment of the dad from My Big Fat Greek Wedding. There you go.