No, you can not do so.
Income derived by the assessee from the agriculture activities is treated as agriculture income and hence exempted from the tax. You shall get dividend from company for the investment made in the company not for carrying agriculture operation.
So dividend income that you earn from company shall not be treated as agriculture income.
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