You will have to file a nonresident Illinois state tax return to report the income to Illinois. When you file the Iowa tax return, as a resident you will report the income but then claim a credit for the tax paid to Illinois. Unlike the Reciprocity agreement for the income wages, the unemployment does have to be filed with Illinois.
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