If you act promptly and the fabric is washable, grease or oil spatters can be removed. But you will need more than water to do the job.
How to tackle pesky grease spots on laundry

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If you act promptly and the fabric is washable, grease or oil spatters can be removed. But you will need more than water to do the job.