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Yes, beets grow well in  deep

Yes, beets grow well in  deep containers (more than 1 foot deep). In Louisiana, the best planting dates for beets are 1/15 - 2/28 (spring) or 8/15 -10/1 (fall) because, as you said, they need cooler weather. We'd probably go with a fall planting.