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Explanation:

We need to look at histogram to interpret the answer. 

The histogram for performance_caff and performance_plac is left skewed which will shift median to right side compared to the mean. 

The situation is opposite in case of arousal_caff. 

Furthermore, arousal_plac‘s histogram is not symmetric and hence, there is no guarantee of its mean and median being equal. 

Hence, options 2, 3, 4 and 5 are incorrect.

Hence, option (a).

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