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Blanch the tomatoes in a pot of boiling water for about 15 seconds, or until the skins just begin to peel.
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Immediately remove them from the hot water and plunge them in ice water to stop them from cooking.
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Peel, core and dice the tomatoes into 1/2 inch pieces.
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In a large pot, combine the oil and vinegar and whisk together well.
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Pour in the tomato juice, garlic, salt and ground black pepper and whisk well again.
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Stir in the tomatoes, cucumbers, onions and almonds and combine all the ingredients together thoroughly.
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Cover and refrigerate overnight.