Section 1: Introduction 20/20 Good introduction the the topic and to the general results you found and how they fit into the previous work that you looked at. Section 2: Methods 19/20 Overall, a good summary of your methods. Were there differences between your first and second batches? If there weren’t, it’s unclear why they are separate. If there were, you should talk about that. Section 3: Results 8/20 You present appropriate types of analyses for your data, and generally clearly state the conclusions you draw. However, it looks like there are some errors in your understanding of the statistical methods. Weighting strata is appropriate when trying to compute a value over the whole population (for instance, the mean political beliefs of Carnegie Mellon) but not when looking at the means for individual strata. Also, the p-values you get from the t tests you did seem to disagree with the 95% confidence intervals you compute. Significant differences in the means should be reflected by non-overlapping confidence intervals, but all of your CI are clearly overlapping. I suspect there are errors in your calculations somewhere along the line. Doing the calculations in R would indeed have helped avoid such problems. Finally, you mention that you exclude “inappropriate” responses. You state that your questions were multiple choice, so how could a respondent answer inappropriately? Section 4: Discussion 20/20 Your discussion nicely sums up the conclusions you made from your data. List of References 10/10 Appendices 10/10 TOTAL 87/100