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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 — 4% — — — — — —
6 MIT
Cambridge, MA
Cambridge, MA 11 5% 45% / 55% 0% $135,388 99 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 62 43% 68% / 32% 11% $104,644 98 96% —
4 Texas A&M University - College Station
College Station, TX
College Station, TX 575 52% 69% / 31% 1% $94,025 94 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 99 5% 40% / 60% 26% $148,471 100 96% —
8 U. of Texas at Austin
Austin, TX
Austin, TX 282 22% 48% / 52% 8% $109,382 98 98% —
9 U. of Washington
Seattle, WA
Seattle, WA 14 42% 50% / 50% 36% $84,676 89 95% —
10 Yale
New Haven, CT
New Haven, CT — 3% — — — — — —

Just-In-Time Jugglers

# ▲ University Location Degrees Accept SAT Male/Female Intl Earnings ROI Employ
1 Arizona State
Tempe, AZ
Tempe, AZ 534 88% 64% / 36% 28% $99,170 97 100% —
2 Michigan State
East Lansing, MI
East Lansing, MI 340 83% 66% / 34% 12% $89,274 89 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 95 55% 71% / 29% 13% $98,539 95 97% —
7 U. of Illinois Urbana-Champaign
Champaign, IL
Champaign, IL 173 37% 54% / 46% 17% $100,964 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 49 11% 55% / 45% 16% $131,156 99 94% —
10 U. of Wisconsin - Madison
Madison, WI
Madison, WI 90 41% 57% / 43% 10% $100,358 95 95% —

SQL Slingers

# ▲ University Location Degrees Accept SAT Male/Female Intl Earnings ROI Employ
1 Boston University
Boston, MA
Boston, MA — 13% — — — — — —
2 Brown
Providence, RI
Providence, RI — 6% — — — — — —
3 Ohio State
Columbus, OH
Columbus, OH 214 49% 65% / 35% 11% $88,354 89 96% —
4 U. of California, Davis
Davis, CA
Davis, CA — 46% — — — — — —
5 U. of California, San Diego
La Jolla, CA
La Jolla, CA — 29% — — — — — —
6 U. of Florida
Gainesville, FL
Gainesville, FL 186 20% 52% / 48% 4% $99,954 97 96% —
7 U. of Maryland, College Park
College Park, MD
College Park, MD 102 45% 50% / 50% 5% $100,536 96 89% —
8 U. of Pittsburgh
Pittsburgh, PA
Pittsburgh, PA 29 59% 38% / 62% 10% $103,038 97 94% —
9 U. of Texas at Dallas
Dallas, TX
Dallas, TX 111 72% 60% / 40% 7% $84,672 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 8 10% 50% / 50% 63% $125,915 99 — —
4 Indiana
Bloomington, IN
Bloomington, IN — 76% — — — — — —
5 Iowa State
Ames, IA
Ames, IA 127 85% 76% / 24% 3% $84,102 89 100% —
6 Northeastern
Boston, MA
Boston, MA — 22% — — — — — —
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 83 76% 51% / 49% 16% $64,592 71 90% —
11 U. of Iowa
Iowa City, IA
Iowa City, IA 98 80% 77% / 23% 2% $100,989 97 99% —
12 U. of South Florida
Tampa, FL
Tampa, FL 267 41% 61% / 39% 16% $78,624 91 94% —
13 U. of Virginia
Charlottesville, VA
Charlottesville, VA — 13% — — — — — —
14 Washington University in St Louis
Saint Louis, MO
Saint Louis, MO 36 12% 61% / 39% 3% $157,115 100 100% —