@Hussain ,
as @Relle said, please post the recipe you used. So, let us know each oil and the percentage or amount of the oil used- including any additives (like fragrances, titanium dioxide, etc.)
It could be that you used too much of an oil that is drying so your skin is itching cuz it's dry, or it could mean you're sensitive to one of the oils you used. That will be harder to identify.
Don't be discouraged by this ONE experience though!