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Probability
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I don't know if it the first or third option...
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I think it's the first
Let e=earns more than 55,000 Let m = male Let f = female $$ P(m|e)=\cfrac{P(m\cap e)}{P(e)}=\cfrac{475}{850}\approx0.56\\ P(m)=\cfrac{550}{1000}=0.55 $$ So, $$ P(m|e)\ne P(m)\\ \implies\text{Being male is NOT independent of earning over 55,000} $$
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