Based on the attached EA screen showing the recent

quarterly aggregate surprise earnings of the $12$ S&P$500$

sectors and their following $1-$day price reaction, what can

we infer about the predictability of earnings surprises on

price reactions?

Earnings surprises are not a good predictor of stock price reactions.

Earnings surprises are good predictor of stock price reactions when they are positive.

Earnings surprises are a strong predictor of stock price reactions.