The song "Twydale's Lament" from the album Achtung Bono by Half Man Half Biscuit references this occurrence, with the lyrics "Gauranga Gauranga, yes I'll be happy, when you've been arrested for defacing the bridge."
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"GOURANGA" is also the name the player has to enter in Grand Theft Auto 2 to enable the cheat mode.