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In the General Social Survey, respondents were asked "Would you approve of an adult male punching a stranger if the stranger was drunk and bumped into the man and his wife on the street?" A two-way table summarizing the results for 1006 respondents, by gender, is shown below: 
-At a significance level of 0.05, what is your conclusion?
A) The null hypothesis is rejected: the relationship between gender and approval for punching is statistically significant.
B) The null hypothesis is rejected: the relationship between gender and approval for punching is not statistically significant.
C) The null hypothesis is not rejected: the relationship between gender and approval for punching is statistically significant.
D) The null hypothesis is not rejected: the relationship between gender and approval for punching is not statistically significant.
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