To whom it may concern:

Firstly, I am trying to "clearly communicate my findings and relate them to the following research question: "Is 'cancel culture' an attempt to deny certain people's rights to the First Amendment? or an attempt to eradicate it altogether?" as well as reject or keep my hypothesis: "There is no significant change in dealing with social issues when a phenomenon such as 'cancel culture' is not a threat"(which seems to have already been rejected due to the pre-tests performed to check the assumptions). The following test stats reflect a Chi-square test on three variables: 'Cancel Culture Familiarity' (d.v.)- Social Media Contribution (independent variable 1) and 'Cancel Culture Familiarity' - Gender (independent variable 2). Secondly, please see results below.

Sub-question: How does one communicate and interpret these results in a research report and relate them to either the research question and/or the hypothesis mentioned above?

Crosstab CanCultFamilyHow familiar are you with the term, 'Cancel Culture"? 1 Very 3 Moderately 4 Slightly 5 Not familiar Familiar 2 Familiar Familiar familiar at all Total SocialMedContribo you 1 Positvely (only) Count 7 3 16 feel that social media has Expected Count 7.3 3.4 1.9 2. 16.0 positively or negatively contributed to the gradual 3 Both positively and Count 5 3 1 O 12 social change you've negatively Expected Count 5.5 2.5 1.5 18 12.0 seen since 2020? 4 Neutral Response Count 3 1 1 O 5 Expected Count 2.3 1 . 6 w 5.0 Total Count 15 7 4 33 Expected Count 15.0 7.0 4.0 2.0 5.0 33.0 Chi-Square Tests Asymp. Sig. Value df (2-sided) Pearson Chi-Square 4.536 806 Likelihood Ratio 5.895 .659 Linear-by-Linear Association .290 .590 N of Valid Cases 33 a. 13 cells (86.7%) have expected count less than 5. The minimum expected count is .30. Symmetric Measures Value Approx. Sig. Nominal by Nominal Phi 371 806 Cramer's V 262 806 N of Valid Cases 33Crosstab CanCultFamilyHow familiar are you with the term, 'Cancel Culture'? 1 Very 3 Moderately 4 Slightly 5 Not familiar Familiar 2 Familiar Familiar familiar at all Total Gender Which gender do 1 Male Count 8 5 3 0 3 19 you identify as? Expected Count 8.6 4.0 2.3 1.2 2.9 19.0 2 Female Count 7 2 1 14 Expected Count 5.4 3.0 1.7 8 2.1 14.0 Total Count 15 7 4 2 5 33 Expected Count 15.0 7.0 4.0 2.0 5.0 33.0 Chi-Square Tests Asymp. Sig. Value df (2-sided) Pearson Chi-Square 3.884 422 Likelihood Ratio 4.655 .325 Linear-by-Linear Association 021 .885 N of Valid Cases 33 a. 8 cells (80.0%) have expected count less than 5. The minimum expected count is .85. Symmetric Measures Value Approx. Sig Nominal by Nominal Phi 343 422 Cramer's V .343 .422 N of Valid Cases 33