The city council cannot conclusively determine public sentiment from the 31 residents in favor out of 183 attendees. The sample may lack representativeness, and raised hands suggest potential bias. Option C is the correct choice.
The city council cannot conclusively infer the overall public sentiment from the small sample of 31 individuals in favor out of 183 residents who attended the meeting. The limitations include potential sample bias and lack of representativeness as those attending may have strong opinions. The observed 17% support may not accurately reflect the entire city's opinion.
Option A is not suitable because it downplays the impact of potential bias and lack of representativeness. Option B overstates the conclusiveness of the observed 17% without considering the need for a confidence interval. Option C is the most reasonable choice as it acknowledges the limitations of the sample's representativeness and the potential for biased responses due to strong opinions.
Therefore, the correct answer is C: "The city council cannot conclude anything because the residents who showed up for the meeting likely have strong opinions on the matter. Also, since they are raising their hands, the responses may not be independent."