A researcher wanted to know if there was a correlation between how many hours a student reads the textbook and does homework and their scores on the quiz. The data for 10 students (# of hours spent studying and grade on the quiz, out of 10) is as follows:Hours studied Quiz grade1 32 55 84 93 4 1 11 52 3 5 86 10a. Create a scatter plot by hand of the above data set – sketch it to show you can graph the data. What does this tell you about the relationship you should find when you do the calculations?b. Use the four steps of hypothesis testing and calculate a Pearson correlation for the above data, starting with the hypotheses.c. Find critical value at an alpha level at α=.05, two tailed. Is the correlation significant?d. Report r and the coefficient of determination in a sentence explaining the outcome of these calculations in APA format.