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Preheat oven to 400 degrees. Line 15 or 16 muffin cups with paper liners or spray with cooking spray. Set pan aside.
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Combine the eggs, sugar, pumpkin puree, vegetable oil, and vanilla in a large mixing bowl. Beat until smooth.
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Combine the flour, baking soda, baking powder, salt, and spices in a medium mixing bowl and whisk to combine. Gradually mix the dry ingredients into the pumpkin-oil mixture until just moistened.
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Fill prepared muffin cups about 3/4 full. Bake 15 to 18 minutes, until a toothpick inserted into the center of the muffins comes out clean. Cool in pan for 5 minutes, then remove to a wire rack to cool completely before glazing.