| 1 (12) | Pennsylvania State University * | USA |  |
| 2 (15) | Harvard University * | USA | |
| 3 (22) | Arizona State University * | USA | |
| 4 (34) | Rutgers, The State University of New Jersey | USA | |
| 5 (40) | University of Toronto | CAN | |
| 6 (42) | Massachusetts Institute of Technology * | USA | |
| 7 (43) | University of Michigan, Ann Arbor * | USA | |
| 8 (44) | Texas A&M University, College Station * | USA | |
| 9 (47) | Cornell University * | USA | |
| 10 (51) | University of Pennsylvania * | USA | |
| 11 (56) | Stanford University * | USA | |
| 12 (59) | University of Central Florida | USA | |
| 13 (60) | University of Florida * | USA | |
| 14 (64) | University of Illinois at Urbana-Champaign * | USA | |
| 15 (66) | University of California, Berkeley * | USA | |
| 16 (67) | Indiana University-Bloomington | USA | |
| 17 (71) | New York University * | USA | |
| 18 (83) | University of Southern California * | USA | |
| 19 (86) | Purdue University | USA | |
| 20 (95) | National Bureau of Economic Research | USA |  |
| 21 (99) | Ohio State University, Columbus * | USA | |
| 22 (101) | University of Washington * | USA | |
| 23 (116) | University of Chicago * | USA | |
| 24 (118) | University of Minnesota, Twin Cities * | USA | |
| 25 (120) | Michigan State University | USA | |
| 26 (136) | University of Texas, Austin | USA | |
| 27 (141) | Columbia University * | USA | |
| 28 (142) | University of Waterloo * | CAN | |
| 29 (146) | University of South Carolina * | USA | |
| 30 (147) | University of Georgia | USA | |
| 31 (148) | Northwestern University, Evanston * | USA | |
| 32 (150) | Virginia Polytechnic Institute and State University * | USA | |
| 33 (157) | George Washington University * | USA | |
| 34 (160) | Universite du Quebec en Quebec * | CAN | |
| 35 (161) | Temple University * | USA | |
| 36 (163) | Georgia Institute of Technology * | USA | |
| 37 (164) | York University | CAN | |
| 38 (173) | University of Alberta | CAN | |
| 39 (177) | University of Tennessee, Knoxville * | USA | |
| 40 (188) | Georgia State University | USA | |
| 41 (193) | North Carolina State University | USA | |
| 42 (197) | Florida State University * | USA | |
| 43 (200) | Carnegie Mellon University * | USA | |
| 44 (201) | University of Massachusetts, Amherst | USA | |
| 45 (205) | University of Wisconsin, Madison * | USA | |
| 46 (208) | University of North Carolina, Chapel Hill * | USA | |
| 47 (209) | University of Maryland, College Park * | USA | |
| 48 (210) | City University of New York * | USA | |
| 49 (212) | University of California, Los Angeles * | USA | |
| 50 (219) | Iowa State University | USA | |
| 51 (224) | University of Western Ontario | CAN | |
| 52 (231) | Montreal School of Higher Commercial Studies | CAN | |
| 53 (239) | The University of British Columbia | CAN | |
| 54 (240) | University of North Texas | USA | |
| 55 (241) | Northeastern University, USA | USA | |
| 56 (243) | Duke University * | USA | |
| 57 (244) | Boston University * | USA | |
| 58 (254) | McGill University * | CAN | |
| 59 (257) | University of Houston | USA | |
| 60 (259) | Concordia University | CAN | |
| 61 (269) | University of Calgary * | CAN | |
| 62 (283) | Boston College | USA | |
| 63 (287) | Florida International University | USA | |
| 64 (288) | University of Texas, Dallas | USA | |
| 65 (293) | University of Arizona * | USA | |
| 66 (300) | University of Notre Dame | USA | |
| 67 (301) | Auburn University | USA | |
| 68 (308) | Yale University * | USA | |
| 69 (311) | Simon Fraser University | CAN | |
| 70 (313) | Washington University in Saint Louis * | USA | |
| 71 (314) | University of Ottawa | CAN | |
| 72 (318) | University of Virginia * | USA | |
| 73 (320) | University of Colorado, Boulder * | USA | |
| 74 (322) | Ryerson University | CAN | |
| 75 (332) | McMaster University * | CAN | |
| 76 (344) | University of South Florida System * | USA | |
| 77 (350) | George Mason University | USA | |
| 78 (355) | Texas Tech University | USA | |
| 79 (356) | University of Miami * | USA | |
| 80 (358) | Old Dominion University | USA | |
| 81 (360) | University of Utah * | USA | |
| 82 (362) | University of Illinois, Chicago * | USA | |
| 83 (365) | Clemson University | USA | |
| 84 (367) | IBM United States | USA |  |
| 85 (377) | Georgetown University * | USA | |
| 86 (384) | University of South Florida | USA | |
| 87 (385) | California State University, Bakersfield | USA | |
| 88 (388) | Louisiana State University, Baton Rouge | USA | |
| 89 (390) | Universite du Quebec en Montreal | CAN | |
| 90 (391) | University of North Carolina, Greensboro | USA | |
| 91 (392) | University of Alabama, Tuscaloosa | USA | |
| 92 (396) | Laval University | CAN | |
| 93 (405) | University of California, Irvine * | USA | |
| 94 (407) | University of California, Davis * | USA | |
| 95 (411) | University of California, San Diego * | USA | |
| 96 (428) | University of Connecticut, Storrs * | USA | |
| 97 (434) | Princeton University | USA | |
| 98 (437) | Johns Hopkins University * | USA | |
| 99 (453) | Florida Atlantic University | USA | |
| 100 (456) | University of Iowa * | USA | |
| 101 (459) | University of Nebraska, Lincoln | USA | |
| 102 (463) | University of Nevada-Las Vegas | USA | |
| 103 (468) | National Institutes of Health | USA |  |
| 104 (469) | Colorado State University, Fort Collins * | USA | |
| 105 (471) | Worcester Polytechnic Institute | USA | |
| 106 (473) | Emory University * | USA | |
| 107 (474) | University of Pittsburgh * | USA | |
| 108 (475) | Oklahoma State University, Stillwater * | USA | |
| 109 (483) | Microsoft, USA | USA | |
| 110 (484) | University of Kentucky * | USA | |
| 111 (488) | Portland State University | USA | |
| 112 (495) | Washington State University, Pullman * | USA | |
| 113 (500) | Brock University | CAN | |
| 114 (504) | World Bank, United States | USA | |
| 115 (511) | University of Oregon | USA | |
| 116 (513) | Oregon State University | USA | |
| 117 (516) | Syracuse University | USA | |
| 118 (519) | University of North Carolina, Charlotte | USA | |
| 119 (523) | State University of New York, Buffalo | USA | |
| 120 (526) | Dartmouth College * | USA | |
| 121 (535) | San Diego State University | USA | |
| 122 (540) | Vanderbilt University * | USA | |
| 123 (543) | West Virginia University * | USA | |
| 124 (554) | Case Western Reserve University | USA | |
| 125 (562) | Villanova University | USA | |
| 126 (563) | University of Arkansas, Fayetteville | USA | |
| 127 (564) | University of New Mexico * | USA | |
| 128 (569) | Drexel University | USA | |
| 129 (574) | University of West Florida | USA | |
| 130 (575) | University of Missouri, Columbia * | USA | |
| 131 (584) | Brigham Young University | USA | |
| 132 (585) | Carleton University | CAN | |
| 133 (588) | University of Cincinnati * | USA | |
| 134 (594) | Federal Reserve System | USA |  |
| 135 (598) | Baylor University | USA | |
| 136 (599) | University of Guelph | CAN | |
| 137 (602) | Baruch College, City University of New York | USA | |
| 138 (606) | University of Delaware | USA | |
| 139 (611) | University of Colorado, Denver * | USA | |
| 140 (613) | IBM Thomas J Watson Research Center | USA | |
| 141 (616) | University of Victoria | CAN | |
| 142 (626) | Dalhousie University * | CAN | |
| 143 (628) | University of Memphis | USA | |
| 144 (631) | Google Inc, USA | USA | |
| 145 (632) | University of Kansas * | USA | |
| 146 (636) | Mississippi State University | USA | |
| 147 (649) | Texas Christian University | USA | |
| 148 (650) | Utah State University * | USA | |
| 149 (656) | American University | USA | |
| 150 (660) | University of Hawaii, Manoa * | USA | |
| 151 (669) | Queen's University | CAN | |
| 152 (672) | Wilfrid Laurier University * | CAN | |
| 153 (683) | Rice University | USA | |
| 154 (687) | University of California, Santa Cruz | USA | |
| 155 (695) | University of Texas, Arlington | USA | |
| 156 (698) | University of Oklahoma * | USA | |
| 157 (699) | Miami University of Ohio | USA | |
| 158 (719) | Rochester Institute of Technology * | USA | |
| 159 (720) | DePaul University | USA | |
| 160 (732) | State University of New York, Albany | USA | |
| 161 (736) | University of Manitoba | CAN | |
| 162 (741) | Indiana University-Purdue University Indianapolis | USA | |
| 163 (742) | Illinois Institute of Technology | USA | |
| 164 (765) | Illinois State University | USA | |
| 165 (769) | International Monetary Fund | USA | |
| 166 (771) | Fordham University | USA | |
| 167 (784) | San Jose State University | USA | |
| 168 (785) | Bentley University | USA | |
| 169 (788) | Kent State University | USA | |
| 170 (789) | University of Massachusetts, Lowell | USA | |
| 171 (790) | Texas State University, San Marcos | USA | |
| 172 (791) | Kennesaw State University | USA | |
| 173 (793) | East Carolina University | USA | |
| 174 (797) | University of Texas, San Antonio | USA | |
| 175 (800) | Kansas State University | USA | |
| 176 (801) | Tulane University * | USA | |
| 177 (815) | University of Rochester * | USA | |
| 178 (816) | University of Mississippi * | USA | |
| 179 (817) | University of California, Santa Barbara | USA | |
| 180 (835) | University of Dayton | USA | |
| 181 (844) | National Renewable Energy Laboratory | USA | |
| 182 (858) | University of Maryland, Baltimore | USA | |
| 183 (859) | University at Texas Rio Grande Valley | USA | |
| 184 (868) | University of South Alabama * | USA | |
| 185 (872) | Missouri University of Science & Technology | USA | |
| 186 (876) | Virginia Commonwealth University * | USA | |
| 187 (884) | University of Regina | CAN | |
| 188 (890) | State University of New York at Binghamton | USA | |
| 188 (890) | Lehigh University | USA | |
| 190 (899) | University of Nevada-Reno | USA | |
| 191 (902) | University of Saskatchewan | CAN | |
| 192 (918) | Saint Louis University, Saint Louis * | USA | |
| 193 (931) | University of Massachusetts, Boston | USA | |
| 194 (937) | University of California, Riverside | USA | |
| 195 (939) | Western Michigan University | USA | |
| 196 (940) | Middle Tennessee State University | USA | |
| 197 (942) | Stanford Medicine | USA | |
| 198 (947) | Memorial University of Newfoundland | CAN | |
| 199 (951) | U.S. Department of Health & Human Services * | USA | |
| 200 (952) | Loyola University of Chicago * | USA | |
| 201 (954) | Northern Illinois University | USA | |
| 202 (956) | Universite de Montreal | CAN | |
| 203 (960) | University of Windsor | CAN | |
| 204 (962) | Mayo Clinic * | USA | |
| 205 (964) | State University of New York, Stony Brook * | USA | |
| 206 (966) | Brown University | USA | |
| 207 (976) | Southern Methodist University | USA | |
| 208 (989) | Wayne State University | USA | |
| 209 (1003) | Ball State University | USA | |
| 210 (1009) | Appalachian State University | USA | |
| 211 (1010) | Rowan University | USA | |
| 212 (1014) | Wake Forest University * | USA | |
| 213 (1019) | Boise State University | USA | |
| 213 (1019) | Rensselaer Polytechnic Institute | USA | |
| 215 (1021) | Ohio University | USA | |
| 216 (1036) | California State University, Fullerton | USA | |
| 217 (1041) | Veterans Affairs Medical Centers * | USA | |
| 218 (1047) | Marquette University | USA | |
| 219 (1048) | Stevens Institute of Technology | USA | |
| 220 (1053) | United States Department of Agriculture | USA | |
| 221 (1056) | University of Wisconsin, Milwaukee | USA | |
| 222 (1058) | University of Rhode Island | USA | |
| 223 (1064) | University of Texas, El Paso | USA | |
| 224 (1079) | University of Akron | USA | |
| 225 (1087) | Santa Clara University | USA | |
| 226 (1098) | University of Louisville * | USA | |
| 227 (1108) | Pepperdine University | USA | |
| 228 (1109) | University of Denver | USA | |
| 229 (1120) | University of New Hampshire | USA | |
| 230 (1122) | North Dakota State University | USA | |
| 231 (1141) | Amazon.com Inc, United States | USA | |
| 232 (1143) | Centers for Disease Control and Prevention | USA | |
| 233 (1146) | Argonne National Laboratory * | USA | |
| 234 (1149) | Bowling Green State University | USA | |
| 235 (1152) | University of Vermont | USA | |
| 236 (1154) | University of Nebraska, Omaha | USA | |
| 237 (1166) | California State Polytechnic University, Pomona | USA | |
| 238 (1168) | University of New Orleans | USA | |
| 239 (1179) | University of Toledo * | USA | |
| 240 (1189) | New Jersey Institute of Technology | USA | |
| 241 (1191) | University of Minnesota, Duluth | USA | |
| 242 (1197) | Lawrence Berkeley National Laboratory * | USA | |
| 243 (1201) | Michigan Technological University | USA | |
| 244 (1202) | U.S. Air Force | USA | |
| 245 (1207) | University of North Florida | USA | |
| 246 (1210) | Harvard Medical School | USA | |
| 247 (1213) | Cleveland State University | USA | |
| 248 (1218) | Montclair State University | USA | |
| 249 (1221) | University of Ontario Institute of Technology | CAN | |
| 250 (1225) | Northern Arizona University | USA | |
| 251 (1227) | University of San Diego | USA | |
| 252 (1228) | California Polytechnic State University, San Luis Obispo | USA | |
| 253 (1232) | James Madison University | USA | |
| 254 (1234) | Sherbrooke University * | CAN | |
| 255 (1235) | California Institute of Technology * | USA | |
| 256 (1242) | Georgia Southern University | USA | |
| 257 (1244) | University of California, Merced | USA | |
| 258 (1250) | Towson University | USA | |
| 259 (1285) | University of New Brunswick | CAN | |
| 260 (1292) | California State University, Long Beach | USA | |
| 261 (1303) | Oak Ridge National Laboratory | USA | |
| 262 (1305) | University of Wyoming | USA | |
| 263 (1316) | University of St. Thomas | USA | |
| 264 (1319) | National Aeronautics and Space Administration * | USA | |
| 265 (1325) | City University of New York Graduate Center | USA | |
| 266 (1334) | University of Wisconsin, Whitewater | USA | |
| 267 (1339) | Saint John's University | USA | |
| 268 (1345) | College of Charleston | USA | |
| 269 (1358) | Central Michigan University | USA | |
| 270 (1364) | Nova Southeastern University, Estados Unidos | USA | |
| 271 (1369) | Texas A&M University, Corpus Christi | USA | |
| 272 (1371) | University of San Francisco | USA | |
| 273 (1372) | Suffolk University | USA | |
| 274 (1382) | Columbia University Irving Medical Center | USA | |
| 275 (1394) | Ecole Polytechnique de Montreal | CAN | |
| 276 (1399) | Duquesne University | USA | |
| 277 (1405) | University of North Carolina, Wilmington | USA | |
| 278 (1413) | Facebook Inc, United States | USA | |
| 279 (1418) | University of Missouri, Saint Louis | USA | |
| 280 (1428) | California State University, Los Angeles | USA | |
| 281 (1436) | Louisiana Tech University | USA | |
| 282 (1441) | Washington State University, Vancouver Campus | USA | |
| 283 (1449) | Tufts University | USA | |
| 284 (1462) | University of Southern Mississippi | USA | |
| 285 (1482) | University of Alabama, Birmingham * | USA | |
| 286 (1485) | Embry-Riddle Aeronautical University * | USA | |
| 286 (1485) | University of Northern Iowa | USA | |
| 288 (1489) | California State University, Northridge | USA | |
| 289 (1495) | City University of New York, John Jay College of Criminal Justice | USA | |
| 290 (1508) | Grand Valley State University | USA | |
| 291 (1523) | Loyola University Maryland | USA | |
| 292 (1533) | University of Alabama, Huntsville | USA | |
| 293 (1541) | University of Missouri, Kansas City | USA | |
| 294 (1558) | Montana State University, Bozeman | USA | |
| 295 (1560) | University of Tennessee, Chattanooga | USA | |
| 296 (1561) | College of William and Mary | USA | |
| 297 (1577) | Ecole de Technologie Superieure | CAN | |
| 298 (1580) | Quinnipiac University | USA | |
| 299 (1581) | Brandeis University | USA | |
| 300 (1582) | San Francisco State University | USA | |
| 301 (1590) | University of Idaho | USA | |
| 302 (1600) | Universite du Quebec en Trois-Rivieres | CAN | |
| 303 (1608) | California State University, Sacramento | USA | |
| 304 (1614) | RAND Corp | USA | |
| 305 (1624) | Hofstra University * | USA | |
| 306 (1654) | Seattle University | USA | |
| 307 (1661) | Florida Agricultural & Mechanical University * | USA | |
| 308 (1662) | University of Richmond | USA | |
| 309 (1671) | Colorado School of Mines | USA | |
| 310 (1682) | Saint Mary's University | CAN | |
| 311 (1685) | Salisbury University | USA | |
| 312 (1697) | University of Wisconsin, Green Bay | USA | |
| 313 (1705) | Eastern Michigan University | USA | |
| 314 (1709) | University of New Haven | USA | |
| 315 (1713) | Rollins College | USA | |
| 316 (1714) | Penn State Erie, The Behrend College | USA | |
| 317 (1717) | Wright State University | USA | |
| 318 (1724) | New Mexico State University | USA | |
| 319 (1736) | Sacred Heart University | USA | |
| 320 (1740) | New York Institute of Technology * | USA | |
| 321 (1746) | University of Massachusetts, Dartmouth | USA | |
| 322 (1747) | Chapman University | USA | |
| 323 (1753) | California State University, East Bay | USA | |
| 324 (1755) | City University of New York, Queens College | USA | |
| 325 (1764) | Universite du Quebec en Chicoutimi | CAN | |
| 326 (1792) | Elon University | USA | |
| 327 (1795) | University of Hartford | USA | |
| 328 (1796) | Wichita State University | USA | |
| 329 (1803) | University of North Dakota | USA | |
| 330 (1804) | Loyola Marymount University | USA | |
| 331 (1819) | Clark University | USA | |
| 332 (1823) | University of Colorado, Colorado Springs | USA | |
| 333 (1831) | University of Wisconsin, Eau Claire | USA | |
| 334 (1836) | Murray State University | USA | |
| 335 (1848) | North Carolina A&T State University | USA | |
| 335 (1848) | Claremont Graduate University | USA | |
| 337 (1858) | City University of New York Lehman College | USA | |
| 338 (1878) | University of Maryland, Baltimore County | USA | |
| 339 (1879) | University of Michigan, Dearborn | USA | |
| 340 (1883) | Texas A&M International University | USA | |
| 341 (1914) | Southern Illinois University, Carbondale * | USA | |
| 342 (1923) | Louisiana State University, Shreveport | USA | |
| 343 (1929) | University of Northern Colorado * | USA | |
| 344 (1930) | State University of New York, College at Oswego | USA | |
| 344 (1930) | Athabasca University | CAN | |
| 346 (1947) | Clarkson University | USA | |
| 347 (1951) | Southern Illinois University Edwardsville | USA | |
| 348 (1953) | East Tennessee State University | USA | |
| 349 (1959) | Fairleigh Dickinson University | USA | |
| 350 (1973) | Pace University | USA | |
| 351 (1976) | Providence College | USA | |
| 352 (1979) | University of Lethbridge | CAN | |
| 353 (1985) | Oakland University | USA | |
| 354 (1991) | Naval Postgraduate School | USA | |
| 355 (1997) | Bradley University | USA | |
| 356 (2001) | University of Louisiana, Lafayette | USA | |
| 357 (2020) | California State University, San Marcos | USA | |
| 358 (2026) | Missouri State University | USA | |
| 359 (2032) | Florida Gulf Coast University | USA | |
| 360 (2059) | City University of New York, Brooklyn College | USA | |
| 361 (2073) | Fairfield University | USA | |
| 362 (2081) | University of Michigan, Flint | USA | |
| 362 (2081) | Lakehead University | CAN | |
| 364 (2091) | Mount Royal College | CAN | |
| 365 (2095) | South Dakota State University | USA | |
| 366 (2097) | Manhattan College | USA | |
| 367 (2099) | Universite du Quebec en Rimouski | CAN | |
| 368 (2114) | Western Kentucky University | USA | |
| 369 (2135) | Sam Houston State University | USA | |
| 370 (2159) | University of Tulsa | USA | |
| 371 (2190) | University of Texas, Tyler | USA | |
| 372 (2193) | Florida Institute of Technology | USA | |
| 373 (2197) | Western Washington University | USA | |
| 374 (2198) | The New School | USA | |
| 375 (2201) | Xavier University | USA | |
| 376 (2205) | State University of West Georgia | USA | |
| 377 (2215) | City University of New York, College of Staten Island | USA | |
| 378 (2240) | Claremont McKenna College | USA | |
| 379 (2244) | William Paterson University | USA | |
| 380 (2258) | University of Tampa | USA | |
| 381 (2271) | United States Military Academy at West Point | USA | |
| 382 (2278) | Coastal Carolina University | USA | |
| 383 (2292) | University of Wisconsin - LaCrosse | USA | |
| 384 (2299) | West Chester University of Pennsylvania | USA | |
| 385 (2306) | RTI International, United States | USA | |
| 386 (2310) | Trinity University | USA | |
| 387 (2314) | Lamar University | USA | |
| 388 (2316) | University of Maine, Orono | USA | |
| 389 (2319) | California State University, Dominguez Hills | USA | |
| 390 (2324) | Bucknell University | USA | |
| 391 (2330) | Mount Saint Vincent University | CAN | |
| 392 (2334) | Saint Joseph's University | USA | |
| 393 (2346) | University of North Georgia | USA | |
| 394 (2355) | Morgan State University | USA | |
| 395 (2357) | Seton Hall University | USA | |
| 396 (2366) | City University of New York, Hunter College | USA | |
| 397 (2367) | California State University, San Bernardino | USA | |
| 398 (2377) | Western Illinois University | USA | |
| 399 (2378) | University of Wisconsin, Oshkosh | USA | |
| 400 (2381) | Creighton University | USA | |
| 401 (2404) | Weber State University | USA | |
| 402 (2407) | Metropolitan State University | USA | |
| 403 (2412) | Indiana State University | USA | |
| 404 (2421) | MacEwan University | CAN | |
| 405 (2423) | Howard University * | USA | |
| 406 (2433) | Kean University | USA | |
| 407 (2435) | Central Connecticut State University | USA | |
| 408 (2437) | Thompson Rivers University | CAN | |
| 409 (2439) | Adelphi University | USA | |
| 410 (2447) | Western Carolina University | USA | |
| 411 (2487) | Purdue University Northwest | USA | |
| 412 (2489) | University of Central Arkansas | USA | |
| 413 (2491) | University of Montana, Missoula | USA | |
| 414 (2497) | Northern Kentucky University | USA | |
| 415 (2509) | Texas Woman's University | USA | |
| 415 (2509) | Southern Connecticut State University | USA | |
| 417 (2515) | Universite du Quebec en Outaouais | CAN | |
| 418 (2533) | University of Houston - Downtown | USA | |
| 419 (2540) | Utah Valley University | USA | |
| 420 (2541) | California State University, Fresno | USA | |
| 421 (2546) | California State University, Monterey Bay | USA | |
| 422 (2547) | University of Southern Maine | USA | |
| 423 (2565) | U.S. Army * | USA | |
| 424 (2572) | Arkansas State University | USA | |
| 425 (2576) | Indiana University - Purdue University at Fort Wayne | USA | |
| 426 (2597) | Trent University | CAN | |
| 427 (2599) | University of Central Oklahoma | USA | |
| 428 (2608) | Marshall University | USA | |
| 429 (2612) | Columbus State University | USA | |
| 430 (2627) | Northeastern Illinois University | USA | |
| 431 (2630) | University of Houston, Clear Lake | USA | |
| 432 (2645) | Troy University | USA | |
| 433 (2651) | Cape Breton University | CAN | |
| 434 (2656) | Saint Cloud State University | USA | |
| 435 (2664) | Laurentian University | CAN | |
| 436 (2682) | Acadia University | CAN | |
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