In a large bowl, whisk together the flour, sugar, pumpkin spice, and baking soda.
In a separate bowl, whisk together the eggs, milk, yogurt, pumpkin puree, and vanilla. 1/3 at the time, add the liquid to the flour and mix until incorporated. Mix in the vegetable oil until combined, but still lumpy.