I know Gemini and Taurus aren't compatible, so why do we like each other?

We do have a Sun/Moon and a Venus conjunction Mars (by sign) aspect. So maybe this is why? Also some of of our signs trine, sextile and conjunct by sign which is also important. For exmaple my Venus in Pisces trine his Mercury in Cancer by sign, his Mars trine my Venus.
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