Executing the above code produces:
"Contingency Table:" Purchase Not PurchasedMale 40 20Female 30 30Pearson's Chi-squared test with Yates' continuity correction data: data_table X-squared = 3.2812, df = 1, p-value = 0.07008
p-value > 0.05, indicating that at the 0.05 significance level, there is no significant association between gender and purchasing behavior.
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