A poll surveyed a random sample of 50 adults. The survey asked the following question: "Do you feel things are going well in the United States these days?" (Assume the only answers are Yes or No). The results are in the table below:




No
YesNoNoYesYesNoYesNoYes

Yes
NoYesNoYesNoYesNoYesNo

Yes
NoYesNoYesNoYesNoYesNo

Yes
NoYesNoYesNoYesNoYesNo

No
NoNoYesNoNoNoYesYesNo






A pollster wants to redo the survey and obtain a smaller margin of error. The pollster still wants to create a 95\% confidence interval, but would like to create an estimate with an error rate of at most 3\%. Find the minimum sample size needed to accomplish this. (Round sample size up to the next whole number).



Use the formula:

$n=\frac{\left(z_{\alpha / 2}\right)^2 \cdot p(1-p)}{E^2}$



Estimate $p$ using the sample proportion $\hat{p}$ from the data.