Brown hamburger and onion in a skillet; drain. Place the hamburger mixture into a large pot and add potatoes and carrots. Cook until potatoes are almost soft. Add corn, peas, tomato juice, salt and pepper. Cover over medium heat until vegetables are tender, 20 to 30 minutes.
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