Develop scatter charts, and compute the sample correlation coefficients to explore the relationships between each of the quantitative columns. Discuss your findings.

University State Graduation Rate 85 % of Classes Under 20 Student-Faculty Ratio Alumni Giving Rate 25 33 39 MA RI 79 o C 40 93 85 CA w 46 75 72 31 27 31 10 90 91 94 92 84 91 97 35 53 45 37 46 PA VA NY NY NH NC GA DC MA MD PA MA NY IL PA NJ TX CA 89 27 81 40 44 13 72 13 90 8 30 80 19 95 21 67 40 92 34 29 Boston College Brandeis University Brown University California Institute of Technology Carnegie Mellon University Case Western Reserve Univ. College of William and Mary Columbia University Cornell University Dartmouth College Duke University Emory University Georgetown University Harvard University Johns Hopkins University Lehigh University Massachusetts Inst. of Technology New York University Northwestern University Pennsylvania State Univ. Princeton University Rice University Stanford University Tufts University Tulane University U. of California-Berkeley U. of California-Davis U. of California-Irvine U. of California-Los Angeles U. of California-San Diego U. of California-Santa Barbara U. of Chicago U. of Florida U. of Illinois-Urbana Champaign U. of Michigan-Ann Arbor U. of North Carolina-Chapel Hill U. of Notre Dame U. of Pennsylvania U. of Rochester U. of Southern California U. of Texas-Austin U. of Virginia U. of Washington U. of Wisconsin-Madison Vanderbilt University Wake Forest University Washington University-St. Louis Yale University LA 17 18 74 17 19 20 74 18 9 13 8 80 19 70 20 12 36 19 23 CA CA CA IL FL IL MI NC IN PA 72 15 23 83 15 82 16 13 13 26 49 41 23 90 7 NY 10 70 22 CA TX VA WA WI TN NC MO CT 13 21 13 12 13 13 28 12 13 31 38 82 33 50