| 1 (7) | Harvard University * | USA |  |
| 2 (8) | Pennsylvania State University * | USA | |
| 3 (11) | Arizona State University | USA | |
| 4 (23) | Massachusetts Institute of Technology * | USA | |
| 5 (24) | Rutgers, The State University of New Jersey | USA | |
| 6 (28) | University of Pennsylvania * | USA | |
| 7 (29) | Indiana University-Bloomington | USA | |
| 8 (31) | University of Michigan, Ann Arbor * | USA | |
| 9 (32) | Texas A&M University, College Station | USA | |
| 10 (39) | Michigan State University | USA | |
| 11 (45) | Stanford University * | USA | |
| 12 (50) | University of Toronto | CAN | |
| 13 (52) | University of Illinois at Urbana-Champaign * | USA | |
| 14 (57) | University of Southern California * | USA | |
| 15 (60) | University of Maryland, Baltimore | USA | |
| 16 (61) | Cornell University * | USA | |
| 17 (63) | University of California, Berkeley * | USA | |
| 18 (65) | New York University * | USA | |
| 19 (66) | National Bureau of Economic Research | USA |  |
| 20 (71) | Ohio State University, Columbus * | USA | |
| 21 (74) | University of Florida * | USA | |
| 22 (76) | Georgia Institute of Technology * | USA | |
| 23 (85) | Purdue University | USA | |
| 24 (88) | Columbia University * | USA | |
| 25 (90) | University of Washington * | USA | |
| 25 (90) | University of South Carolina * | USA | |
| 27 (92) | Virginia Polytechnic Institute and State University | USA | |
| 28 (93) | Microsoft, USA | USA |  |
| 29 (95) | Northwestern University, Evanston * | USA | |
| 30 (96) | University of Central Florida | USA | |
| 31 (97) | Carnegie Mellon University * | USA | |
| 32 (100) | University of Georgia | USA | |
| 33 (103) | Florida State University * | USA | |
| 34 (110) | York University | CAN | |
| 35 (111) | Northeastern University, USA | USA | |
| 36 (114) | University of Texas, Austin | USA | |
| 37 (115) | The University of British Columbia | CAN | |
| 38 (116) | University of Minnesota, Twin Cities * | USA | |
| 39 (121) | University of Western Ontario | CAN | |
| 40 (122) | Google Inc, USA | USA | |
| 41 (125) | Georgia State University | USA | |
| 42 (126) | University of Alberta | CAN | |
| 43 (127) | George Washington University * | USA | |
| 44 (132) | Iowa State University | USA | |
| 45 (134) | University of Waterloo | CAN | |
| 46 (136) | University of North Carolina, Chapel Hill * | USA | |
| 46 (136) | Universite du Quebec en Quebec * | CAN | |
| 48 (141) | University of Wisconsin, Madison * | USA | |
| 49 (143) | University of Maryland, College Park * | USA | |
| 50 (144) | University of Chicago * | USA | |
| 51 (153) | Facebook Inc, United States | USA | |
| 52 (155) | University of California, Los Angeles * | USA | |
| 53 (162) | Duke University * | USA | |
| 54 (166) | Concordia University | CAN | |
| 55 (173) | Montreal School of Higher Commercial Studies | CAN | |
| 56 (176) | Auburn University | USA | |
| 57 (179) | University of North Carolina, Charlotte | USA | |
| 58 (185) | City University of New York * | USA | |
| 59 (188) | North Carolina State University | USA | |
| 60 (192) | University of Calgary | CAN | |
| 61 (202) | McGill University | CAN | |
| 62 (207) | Boston College | USA | |
| 63 (208) | University of Massachusetts, Amherst | USA | |
| 64 (210) | Boston University * | USA | |
| 65 (212) | Simon Fraser University | CAN | |
| 66 (215) | University of Virginia * | USA | |
| 67 (218) | Dartmouth College * | USA | |
| 68 (220) | University of Texas, Dallas | USA | |
| 68 (220) | George Mason University | USA | |
| 70 (227) | Old Dominion University | USA | |
| 71 (233) | University of Tennessee, Knoxville * | USA | |
| 72 (235) | University of South Florida System * | USA | |
| 73 (237) | University of Pittsburgh * | USA | |
| 74 (238) | University of Illinois, Chicago * | USA | |
| 75 (244) | Mississippi State University | USA | |
| 76 (248) | University of California, Davis * | USA | |
| 77 (250) | University of Colorado, Boulder * | USA | |
| 78 (253) | Temple University * | USA | |
| 79 (259) | Texas Tech University | USA | |
| 80 (260) | Georgetown University * | USA | |
| 81 (264) | University of Notre Dame | USA | |
| 82 (265) | Brigham Young University | USA | |
| 83 (267) | Florida International University | USA | |
| 84 (268) | Yale University * | USA | |
| 84 (268) | University of Alabama, Tuscaloosa | USA | |
| 86 (269) | University of Ottawa | CAN | |
| 87 (272) | Oregon State University | USA | |
| 87 (272) | University of California, San Diego * | USA | |
| 89 (273) | Universite du Quebec en Montreal | CAN | |
| 90 (274) | Washington State University, Pullman * | USA | |
| 91 (278) | University of Nebraska, Lincoln | USA | |
| 92 (280) | University of Utah * | USA | |
| 93 (283) | University of Nevada-Las Vegas | USA | |
| 94 (285) | University of Connecticut, Storrs * | USA | |
| 95 (290) | University of Houston | USA | |
| 96 (294) | Laval University | CAN | |
| 97 (305) | University of Iowa * | USA | |
| 98 (309) | University of Cincinnati * | USA | |
| 99 (319) | Washington University in Saint Louis * | USA | |
| 99 (319) | State University of New York, Buffalo | USA | |
| 99 (319) | University of Kentucky * | USA | |
| 102 (320) | Clemson University | USA | |
| 102 (320) | University of South Florida | USA | |
| 104 (322) | Princeton University | USA | |
| 105 (323) | Texas Christian University | USA | |
| 106 (324) | Florida Atlantic University | USA | |
| 107 (327) | Syracuse University | USA | |
| 108 (328) | IBM United States | USA | |
| 109 (330) | University of North Texas | USA | |
| 110 (332) | Ryerson University | CAN | |
| 111 (334) | University of North Carolina, Greensboro | USA | |
| 112 (335) | Louisiana State University, Baton Rouge | USA | |
| 113 (336) | Colorado State University, Fort Collins * | USA | |
| 114 (339) | Fordham University | USA | |
| 115 (343) | University of California, Irvine * | USA | |
| 116 (353) | Drexel University | USA | |
| 117 (355) | University of Kansas * | USA | |
| 118 (360) | Rice University | USA | |
| 119 (361) | McMaster University | CAN | |
| 120 (362) | Portland State University | USA | |
| 120 (362) | Babson College | USA | |
| 122 (366) | University of Miami * | USA | |
| 123 (367) | Wayne State University | USA | |
| 123 (367) | Johns Hopkins University * | USA | |
| 125 (370) | Emory University * | USA | |
| 126 (371) | World Bank United States | USA |  |
| 127 (372) | University of Massachusetts, Dartmouth | USA | |
| 128 (382) | Carleton University | CAN | |
| 129 (387) | University of Oklahoma * | USA | |
| 130 (389) | Brock University | CAN | |
| 131 (392) | University of Arizona * | USA | |
| 131 (392) | Vanderbilt University * | USA | |
| 133 (393) | University of Memphis | USA | |
| 134 (397) | West Virginia University * | USA | |
| 134 (397) | California State University - Bakersfield | USA | |
| 136 (399) | Dalhousie University | CAN | |
| 137 (406) | U.S. Air Force | USA | |
| 138 (407) | Virginia Commonwealth University * | USA | |
| 139 (409) | University of Oregon | USA | |
| 140 (410) | Oklahoma State University, Stillwater | USA | |
| 141 (411) | Illinois State University | USA | |
| 142 (412) | Villanova University | USA | |
| 143 (414) | University of Texas, Arlington | USA | |
| 144 (415) | Universite de Montreal | CAN | |
| 145 (416) | University of California, Santa Barbara | USA | |
| 146 (418) | Bentley University | USA | |
| 146 (418) | DePaul University | USA | |
| 148 (424) | Baruch College, City University of New York | USA | |
| 149 (425) | State University of New York, Stony Brook * | USA | |
| 150 (426) | State University of New York, Albany | USA | |
| 151 (429) | American University | USA | |
| 152 (433) | University of Delaware | USA | |
| 152 (433) | Baylor University | USA | |
| 154 (436) | East Carolina University | USA | |
| 155 (438) | Wilfrid Laurier University | CAN | |
| 156 (441) | University of Victoria | CAN | |
| 157 (443) | University of Missouri, Columbia * | USA | |
| 158 (448) | Rochester Institute of Technology | USA | |
| 159 (449) | Western Michigan University | USA | |
| 160 (451) | Miami University of Ohio | USA | |
| 160 (451) | University of Arkansas, Fayetteville | USA | |
| 160 (451) | University of Denver | USA | |
| 163 (454) | Case Western Reserve University | USA | |
| 164 (458) | Queen's University | CAN | |
| 165 (462) | Worcester Polytechnic Institute | USA | |
| 166 (464) | Lehigh University | USA | |
| 167 (465) | University of Colorado, Denver * | USA | |
| 168 (467) | Memorial University of Newfoundland | CAN | |
| 168 (467) | University of Hawaii, Manoa * | USA | |
| 170 (469) | University of Manitoba | CAN | |
| 171 (473) | University of New Mexico * | USA | |
| 172 (477) | University of Mississippi * | USA | |
| 173 (478) | Saint Louis University, Saint Louis * | USA | |
| 173 (478) | University of Massachusetts, Boston | USA | |
| 175 (483) | University of Guelph | CAN | |
| 176 (498) | Indiana University-Purdue University Indianapolis | USA | |
| 177 (499) | Utah State University * | USA | |
| 178 (503) | Kansas State University | USA | |
| 179 (507) | University of Wisconsin, Milwaukee | USA | |
| 180 (510) | University of Akron | USA | |
| 181 (511) | Federal Reserve System | USA | |
| 182 (517) | Tulane University * | USA | |
| 183 (518) | Northern Illinois University | USA | |
| 184 (519) | Ecole Polytechnique de Montreal | CAN | |
| 185 (524) | San Diego State University | USA | |
| 186 (525) | University of Dayton | USA | |
| 187 (528) | Middle Tennessee State University | USA | |
| 188 (529) | California State University, Fullerton | USA | |
| 189 (535) | Brown University | USA | |
| 190 (539) | Lawrence Berkeley National Laboratory * | USA | |
| 191 (543) | University of Massachusetts, Lowell | USA | |
| 192 (545) | Texas State University, San Marcos | USA | |
| 192 (545) | Santa Clara University | USA | |
| 194 (552) | Kennesaw State University | USA | |
| 195 (555) | University of Missouri, Kansas City | USA | |
| 196 (556) | University of Texas, San Antonio | USA | |
| 197 (557) | Ohio University | USA | |
| 198 (559) | University of California, Merced | USA | |
| 198 (559) | University of California, San Francisco * | USA | |
| 200 (561) | University of Louisville * | USA | |
| 201 (564) | Kent State University | USA | |
| 202 (566) | University of Windsor | CAN | |
| 203 (575) | Western Illinois University | USA | |
| 203 (575) | Rowan University | USA | |
| 205 (576) | University at Texas Rio Grande Valley | USA | |
| 206 (579) | University of California, Santa Cruz | USA | |
| 207 (580) | National Aeronautics and Space Administration * | USA | |
| 208 (581) | Oklahoma State University, Oklahoma City | USA | |
| 209 (582) | Texas A&M University, Corpus Christi | USA | |
| 210 (590) | Ball State University | USA | |
| 211 (596) | University of West Florida | USA | |
| 211 (596) | International Monetary Fund | USA | |
| 213 (597) | Michigan Technological University | USA | |
| 214 (600) | University of Toledo * | USA | |
| 215 (603) | State University of New York at Binghamton | USA | |
| 216 (604) | Central Michigan University | USA | |
| 217 (605) | Southern Methodist University | USA | |
| 218 (614) | Appalachian State University | USA | |
| 219 (615) | Stevens Institute of Technology | USA | |
| 220 (619) | University of Missouri, Saint Louis | USA | |
| 221 (622) | Rensselaer Polytechnic Institute | USA | |
| 221 (622) | California State Polytechnic University, Pomona | USA | |
| 223 (623) | New Jersey Institute of Technology | USA | |
| 224 (624) | Loyola University of Chicago * | USA | |
| 225 (626) | Wake Forest University * | USA | |
| 225 (626) | University of Saskatchewan | CAN | |
| 227 (630) | University of California, Riverside | USA | |
| 228 (631) | University of Vermont | USA | |
| 229 (634) | University of Regina | CAN | |
| 230 (637) | University of Tennessee, Chattanooga | USA | |
| 231 (639) | University of Richmond | USA | |
| 231 (639) | University of Rochester * | USA | |
| 233 (642) | University of Idaho | USA | |
| 234 (643) | Pepperdine University | USA | |
| 235 (646) | Cleveland State University | USA | |
| 235 (646) | North Dakota State University | USA | |
| 237 (647) | U.S. Department of Health and Human Services * | USA | |
| 238 (648) | Bowling Green State University | USA | |
| 239 (650) | San Francisco State University | USA | |
| 240 (651) | Tufts University | USA | |
| 241 (653) | United States Department of Agriculture | USA | |
| 241 (653) | California Polytechnic State University, San Luis Obispo | USA | |
| 243 (659) | University of Wyoming | USA | |
| 244 (660) | North Carolina A&T State University | USA | |
| 245 (661) | University of South Florida-Saint Petersburg | USA | |
| 246 (664) | Montclair State University | USA | |
| 247 (666) | Intel Corp, USA | USA | |
| 248 (668) | University of New Hampshire | USA | |
| 249 (670) | Ecole de Technologie Superieure | CAN | |
| 250 (674) | Georgia Southern University | USA | |
| 251 (676) | California State University, Northridge | USA | |
| 252 (677) | Louisiana Tech University | USA | |
| 253 (679) | University of New Brunswick | CAN | |
| 253 (679) | Saint John's University | USA | |
| 255 (680) | University of Rhode Island | USA | |
| 256 (681) | Marquette University | USA | |
| 257 (682) | Washington State University, Vancouver Campus | USA | |
| 258 (683) | Saint Mary's University | CAN | |
| 259 (684) | California Institute of Technology * | USA | |
| 260 (685) | Wichita State University | USA | |
| 261 (686) | University of Alabama, Birmingham * | USA | |
| 262 (688) | College of Charleston | USA | |
| 263 (690) | Southern Illinois University, Carbondale * | USA | |
| 263 (690) | University of Michigan, Dearborn | USA | |
| 265 (692) | Illinois Institute of Technology | USA | |
| 266 (693) | U.S. Army * | USA | |
| 267 (694) | University of Texas, El Paso | USA | |
| 267 (694) | Duquesne University | USA | |
| 269 (696) | Suffolk University | USA | |
| 269 (696) | Nova Southeastern University, Estados Unidos | USA | |
| 271 (697) | Wright State University | USA | |
| 272 (698) | University of Nevada-Reno | USA | |
| 273 (699) | San Jose State University | USA | |
| 274 (700) | Pace University | USA | |
| 275 (701) | University of Southern Mississippi | USA | |
| 275 (701) | RAND Corp | USA | |
| 277 (702) | University of South Alabama * | USA | |
| 277 (702) | University of Nebraska, Omaha | USA | |
| 279 (703) | Loyola Marymount University | USA | |
| 280 (705) | Missouri University of Science & Technology | USA | |
| 280 (705) | Loyola University Maryland | USA | |
| 282 (706) | University of Baltimore | USA | |
| 283 (709) | University of San Diego | USA | |
| 284 (713) | University of St. Thomas | USA | |
| 285 (714) | Boise State University | USA | |
| 285 (714) | Eastern Michigan University | USA | |
| 287 (715) | Towson University | USA | |
| 287 (715) | University of San Francisco | USA | |
| 289 (716) | University of Ontario Institute of Technology | CAN | |
| 290 (720) | UCLA Health System | USA |  |
| 291 (721) | College of William and Mary | USA | |
| 292 (725) | James Madison University | USA | |
| 292 (725) | Chapman University | USA | |
| 294 (727) | Oak Ridge National Laboratory | USA | |
| 295 (729) | Colorado School of Mines | USA | |
| 296 (732) | National Renewable Energy Laboratory | USA | |
| 296 (732) | California State University, Stanislaus | USA | |
| 298 (735) | California State University, Long Beach | USA | |
| 299 (738) | University of North Florida | USA | |
| 300 (740) | California State University, Los Angeles | USA | |
| 301 (742) | Providence College | USA | |
| 301 (742) | Seattle University | USA | |
| 303 (744) | Clark University | USA | |
| 304 (747) | University of New Orleans | USA | |
| 305 (753) | Hofstra University * | USA | |
| 306 (755) | New Mexico State University | USA | |
| 306 (755) | Oakland University | USA | |
| 308 (759) | University of Michigan, Flint | USA | |
| 308 (759) | University of Alabama, Huntsville | USA | |
| 310 (762) | Adelphi University | USA | |
| 310 (762) | Northern Arizona University | USA | |
| 312 (765) | University of Northern Iowa | USA | |
| 313 (766) | Lakehead University | CAN | |
| 313 (766) | Ford Motor Co, USA | USA | |
| 315 (767) | University of Wisconsin, Whitewater | USA | |
| 315 (767) | University of North Carolina, Wilmington | USA | |
| 317 (768) | Clarkson University | USA | |
| 317 (768) | Weber State University | USA | |
| 319 (769) | Salisbury University | USA | |
| 320 (770) | Naval Postgraduate School | USA | |
| 321 (771) | City University of New York Graduate Center | USA | |
| 322 (773) | University of Colorado, Colorado Springs | USA | |
| 323 (774) | University of Texas, Tyler | USA | |
| 324 (776) | The New School | USA | |
| 325 (778) | University of North Dakota | USA | |
| 326 (780) | Embry-Riddle Aeronautical University * | USA | |
| 326 (780) | California State University, Sacramento | USA | |
| 326 (780) | Claremont Graduate University | USA | |
| 329 (781) | Veterans Affairs Medical Centers * | USA | |
| 329 (781) | The University of Winnipeg | CAN | |
| 331 (782) | California State University - East Bay | USA | |
| 332 (783) | California State University, Fresno | USA | |
| 333 (785) | University of Wisconsin, Eau Claire | USA | |
| 334 (787) | University of Hartford | USA | |
| 335 (788) | University of Michigan Health System | USA | |
| 336 (791) | Argonne National Laboratory | USA | |
| 336 (791) | Quinnipiac University | USA | |
| 336 (791) | Teachers College of Columbia University | USA | |
| 339 (793) | University of Lethbridge | CAN | |
| 340 (794) | Central Connecticut State University | USA | |
| 341 (795) | California State University - San Marcos | USA | |
| 341 (795) | University of Maryland, Baltimore County | USA | |
| 343 (796) | Western Kentucky University | USA | |
| 343 (796) | Grand Valley State University | USA | |
| 345 (797) | State University of New York, College at Oswego | USA | |
| 346 (798) | University of Louisiana, Lafayette | USA | |
| 347 (799) | University of Tulsa | USA | |
| 347 (799) | University of Wisconsin - LaCrosse | USA | |
| 349 (800) | Sherbrooke University | CAN | |
| 349 (800) | Florida Gulf Coast University | USA | |
| 351 (801) | University of Minnesota, Duluth | USA | |
| 352 (802) | Saint Joseph's University | USA | |
| 353 (803) | University of New Haven | USA | |
| 354 (804) | Brandeis University | USA | |
| 355 (805) | University of North Georgia | USA | |
| 355 (805) | Sam Houston State University | USA | |
| 355 (805) | Harvard Medical School | USA | |
| 358 (807) | Fairleigh Dickinson University | USA | |
| 358 (807) | Morgan State University | USA | |
| 360 (808) | Bradley University | USA | |
| 361 (809) | Athabasca University | CAN | |
| 362 (812) | Western Washington University | USA | |
| 362 (812) | University of Houston, Clear Lake | USA | |
| 364 (814) | Coastal Carolina University | USA | |
| 364 (814) | University of Wisconsin, Oshkosh | USA | |
| 364 (814) | University of Northern Colorado * | USA | |
| 367 (815) | Universite du Quebec en Trois-Rivieres | CAN | |
| 368 (816) | Montana State University, Bozeman | USA | |
| 369 (817) | William Paterson University | USA | |
| 370 (819) | Ithaca College | USA | |
| 371 (821) | Murray State University | USA | |
| 372 (822) | Elon University | USA | |
| 373 (823) | Western Carolina University | USA | |
| 374 (824) | City University of New York, John Jay College of Criminal Justice | USA | |
| 374 (824) | New York Institute of Technology | USA | |
| 376 (832) | Youngstown State University | USA | |
| 377 (833) | Missouri State University | USA | |
| 378 (835) | Southern Illinois University Edwardsville | USA | |
| 378 (835) | Claremont McKenna College | USA | |
| 380 (836) | Central Washington University | USA | |
| 380 (836) | Augusta University * | USA | |
| 380 (836) | University of Maine, Orono | USA | |
| 383 (837) | California State University - San Bernardino | USA | |
| 384 (838) | West Chester University of Pennsylvania | USA | |
| 384 (838) | California State University, Chico | USA | |
| 386 (840) | Thompson Rivers University | CAN | |
| 387 (841) | Northern Kentucky University | USA | |
| 387 (841) | University of Arkansas at Little Rock | USA | |
| 389 (845) | MacEwan University | CAN | |
| 389 (845) | University of the Pacific | USA | |
| 391 (847) | City University of New York, Brooklyn College | USA | |
| 392 (849) | Yale University Health & Medicine | USA | |
| 393 (850) | University of Tampa | USA | |
| 394 (855) | Seton Hall University | USA | |
| 395 (856) | University of Houston - Downtown | USA | |
| 396 (857) | Western New England University | USA | |
| 397 (860) | Fairfield University | USA | |
| 398 (862) | Radford University | USA | |
| 398 (862) | Howard University * | USA | |
| 400 (863) | St. Francis Xavier University | CAN | |
| 400 (863) | Long Island University | USA | |
| 402 (864) | East Tennessee State University | USA | |
| 403 (872) | Idaho State University | USA | |
| 404 (873) | Florida Institute of Technology | USA | |
| 405 (874) | Indiana University - Purdue University at Fort Wayne | USA | |
| 406 (875) | United States Military Academy at West Point | USA | |
| 407 (876) | Richard Stockton College of New Jersey | USA | |
| 407 (876) | Arkansas State University | USA | |
| 409 (878) | Butler University | USA | |
| 410 (881) | Tennessee Technological University | USA | |
| 411 (883) | Lamar University | USA | |
| 412 (888) | Metropolitan State University | USA | |
| 413 (892) | Purdue University Northwest | USA | |
| 414 (895) | Mercer University | USA | |
| 415 (898) | Southern Connecticut State University | USA | |
| 415 (898) | Indiana State University | USA | |
| 417 (906) | Columbus State University | USA | |
| 418 (907) | Skidmore College | USA | |
| 418 (907) | University of Central Arkansas | USA | |
| 418 (907) | Eastern Washington University | USA | |
| 421 (915) | Drake University | USA | |
| 422 (919) | Oregon Health & Science University * | USA | |
| 423 (921) | State University of West Georgia | USA | |
| 424 (922) | University of Chicago Medical Center | USA | |
| 425 (925) | University of Connecticut, Greater Hartford | USA | |
| 426 (926) | Marshall University | USA | |
| 426 (926) | Laurentian University | CAN | |
| 428 (930) | Acadia University | CAN | |
| 428 (930) | City University of New York, College of Staten Island | USA | |
| 430 (936) | Saint Cloud State University | USA | |
| 431 (939) | Walden University | USA | |
| 432 (948) | Rose-Hulman Institute of Technology | USA | |
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