Don't worry if the top of the parkin looks all bubbly and pitted, that's due to the low volume of flour, so it has less gluten to hold it together. This makes a chewy, delicious cake that originally would have been economical to bake and lasted a long while in the tin.
Please note that where the recipe asks for milk, butter or yogurt, this refers to any plant-based version that you prefer.