Hi! Can you please show each step and explain in layman's term please? Thank you!

3. You are curious if students at Pierce, who intend to transfer to different types of Universities, differ in their caffeine consumption. All students fall into three categories, those who plan to transfer to the University of California, Los Angeles (Coded 1), those who plan to transfer to a California State University, Northridge or similar (Coded 2), and those who plan to transfer to another University of California or similar (Coded 3). Use PSPP/SPSS and the PSPP/SPSS student data file Student Survey ANOVA.sav & to conduct a Null Hypothesis Significance test to answer this research question. a. State the null and alternative hypotheses. b. Using the PSPP/SPSS data file Student Survey ANOVA.sav, conduct an ANOVA comparing the average caffeine consumption among the three transfer groups. These variables are labeled Caffei and Where2. Report the F-statistic and p-value for this analysis. c. What do you conclude regarding the null hypothesis? d. What do you conclude about your research question (use your own words, in everyday language)? e. Include a PDF of your PSPP/SPSS output with your submission. f. Should you do the follow-up t-tests for this ANOVA analysis? Why or why not? If yes, conduct and interpret follow-up t-tests for this ANOVA analysis, including an overall interpretation of the results