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Pivot Tables & Missing Pallets

Business Analytics

VLOOKUP Virtuosos

# ▲ University Location Degrees Accept SAT Male/Female Intl Earnings ROI Employ
1 Carnegie Mellon
Pittsburgh, PA
Pittsburgh, PA — 11% — — — — — —
2 Columbia
New York, NY
New York, NY — 4% — — — — — —
3 Cornell
Ithaca, NY
Ithaca, NY — 8% — — — — — —
4 Georgia Tech
Atlanta, GA
Atlanta, GA — 13% — — — — — —
5 Harvard
Cambridge, MA
Cambridge, MA — 3% — — — — — —
6 MIT
Cambridge, MA
Cambridge, MA 6 5% 50% / 50% 0% $144,772 100 95% —
7 Princeton
Princeton, NJ
Princeton, NJ — 4% — — — — — —
8 Stanford
Palo Alto, CA
Palo Alto, CA — 4% — — — — — —
9 U. of California, Berkeley
Berkeley, CA
Berkeley, CA — 11% — — — — — —
10 U. of Michigan - Ann Arbor
Ann Arbor, MI
Ann Arbor, MI — 16% — — — — — —

Dashboard Dictators

# ▲ University Location Degrees Accept SAT Male/Female Intl Earnings ROI Employ
1 Duke
Durham, NC
Durham, NC — 5% — — — — — —
2 Johns Hopkins
Baltimore, MD
Baltimore, MD — 6% — — — — — —
3 Purdue
West Lafayette, IN
West Lafayette, IN 1 43% 0% / 100% 0% $100,920 97 96% —
4 Texas A&M University - College Station
College Station, TX
College Station, TX 581 52% 75% / 25% 1% $88,869 91 99% —
5 UCLA
Los Angeles, CA
Los Angeles, CA — 9% — — — — — —
6 U. of Chicago
Chicago, IL
Chicago, IL — 5% — — — — — —
7 U. of Pennsylvania
Philadelphia, PA
Philadelphia, PA 85 5% 47% / 53% 25% $150,213 100 96% —
8 U. of Texas at Austin
Austin, TX
Austin, TX 275 22% 51% / 49% 5% $108,743 97 98% —
9 U. of Washington
Seattle, WA
Seattle, WA 8 42% 50% / 50% 25% $93,200 94 95% —
10 Yale
New Haven, CT
New Haven, CT — 4% — — — — — —

Just-In-Time Jugglers

# ▲ University Location Degrees Accept SAT Male/Female Intl Earnings ROI Employ
1 Arizona State
Tempe, AZ
Tempe, AZ 520 88% 67% / 33% 29% $86,332 91 96% —
2 Michigan State
East Lansing, MI
East Lansing, MI 342 83% 59% / 41% 6% $90,299 91 97% —
3 New York University
New York, NY
New York, NY — 9% — — — — — —
4 North Carolina State
Raleigh, NC
Raleigh, NC — 40% — — — — — —
5 Northwestern
Evanston, IL
Evanston, IL — 7% — — — — — —
6 Pennsylvania State
University Park, PA
University Park, PA 87 55% 70% / 30% 16% $94,003 94 97% —
7 U. of Illinois Urbana-Champaign
Champaign, IL
Champaign, IL 170 37% 59% / 41% 6% $100,127 96 95% —
8 U. of North Carolina at Chapel Hill
Chapel Hill, NC
Chapel Hill, NC — 17% — — — — — —
9 U. of Southern California
Los Angeles, CA
Los Angeles, CA 53 12% 57% / 43% 13% $148,578 100 94% —
10 U. of Wisconsin - Madison
Madison, WI
Madison, WI 90 41% 48% / 52% 2% $98,435 94 95% —

SQL Slingers

# ▲ University Location Degrees Accept SAT Male/Female Intl Earnings ROI Employ
1 Boston University
Boston, MA
Boston, MA — 11% — — — — — —
2 Brown
Providence, RI
Providence, RI — 5% — — — — — —
3 Ohio State
Columbus, OH
Columbus, OH 202 49% 64% / 36% 6% $85,390 88 97% —
4 U. of California, Davis
Davis, CA
Davis, CA — 44% — — — — — —
5 U. of California, San Diego
La Jolla, CA
La Jolla, CA — 29% — — — — — —
6 U. of Florida
Gainesville, FL
Gainesville, FL 170 23% 58% / 42% 2% $100,320 98 96% —
7 U. of Maryland, College Park
College Park, MD
College Park, MD 116 45% 56% / 44% 4% $106,717 98 89% —
8 U. of Pittsburgh
Pittsburgh, PA
Pittsburgh, PA 14 59% 79% / 21% 7% $102,112 97 94% —
9 U. of Texas at Dallas
Dallas, TX
Dallas, TX 76 72% 61% / 39% 16% $83,468 88 93% —
10 Virginia Tech
Blacksburg, VA
Blacksburg, VA — 55% — — — — — —

Supply Chain Bottlenecks

# ▲ University Location Degrees Accept SAT Male/Female Intl Earnings ROI Employ
1 Colorado State University - Fort Collins
Fort Collins, CO
Fort Collins, CO — 82% — — — — — —
2 Dartmouth
Hanover, NH
Hanover, NH — 6% — — — — — —
3 Emory
Atlanta, GA
Atlanta, GA 12 12% 50% / 50% 33% $113,714 97 — —
4 Indiana
Bloomington, IN
Bloomington, IN — 76% — — — — — —
5 Iowa State
Ames, IA
Ames, IA 109 85% 74% / 26% 2% $78,149 86 100% —
6 Northeastern
Boston, MA
Boston, MA — 24% — — — — — —
7 Rice
Houston, TX
Houston, TX — 8% — — — — — —
8 U. of California, Irvine
Irvine, CA
Irvine, CA — 29% — — — — — —
9 U. of California, Santa Barbara
Santa Barbara, CA
Santa Barbara, CA — 38% — — — — — —
10 U. of Illinois Chicago
Chicago, IL
Chicago, IL 108 79% 50% / 50% 19% $65,417 74 90% —
11 U. of Iowa
Iowa City, IA
Iowa City, IA 112 83% 76% / 24% 5% $96,419 96 99% —
12 U. of South Florida
Tampa, FL
Tampa, FL 235 35% 65% / 35% 14% $81,193 92 94% —
13 U. of Virginia
Charlottesville, VA
Charlottesville, VA — 12% — — — — — —
14 Washington University in St Louis
Saint Louis, MO
Saint Louis, MO 31 12% 65% / 35% 3% $143,019 99 100% —