Yoghurt. Is it good or bad if you can't eat dairy?

Is yogurt tolerated by people who are allergic/intolerant to dairy products?Despite the 'good' bacteria,it's still like eating dairy,isn't it?
And if they are intolerant to soya as well,what's the alternative?
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