Minnesota High School Quiz Bowl League

Date: Thursday, October 27, 2011 – Thursday, February 16, 2012
Host: Minnesota High School Quiz Bowl (Bloomington, MN)
Scoring Rules: Minnesota High School Quiz Bowl
Questions: MN-11 (shares with IS-117A, IS-110A, 11-QUEST, 11-QC, QB11, IS-106A, 10-QC, and QB10)

Players are ranked by their PP20TUH (points per 20 tossups heard) in the preliminary rounds of the tournament. Ties are broken by their power percentage (P%).

# Player Year School GP TUH P TU P% PP20TUH
1 Nicholas Thyr11thBreck 8 223 27 96 22.0% 122.42
2 James Hartnett12thSt. Thomas Academy 12 346 27 132 17.0% 99.71
3 Duligur Ibeling12thWayzata 11 309 42 86 32.8% 96.44
4 Jeffrey Lyman12thChaska 12 334 29 100 22.5% 85.93
5 Joe Vertnik11thMound Westonka 12 324 17 105 13.9% 80.56
6 Teddy Corgan12thIrondale 12 331 26 93 21.8% 79.76
7 Max Timmons12thSt. Paul Central 12 346 32 74 30.2% 70.52
8 Megan He11thWayzata 12 323 10 87 10.3% 63.16
9 Nitin Prasad12thEastview 11 301 10 78 11.4% 61.79
10 Cody French12thMinnetonka 12 315 9 83 9.8% 61.27
11 Elizabeth Krenkel11thMounds Park 12 324 18 72 20.0% 61.11
12 Dan Spaeth12thEden Prairie 11 294 13 69 15.9% 60.20
13 Sreyas Chintapalli12thHopkins 12 334 22 66 25.0% 59.28
14 Hunter Pribyl-Huguelet11thEdina 7 186 6 45 11.8% 58.06
15 Patrick Palony11thRobbinsdale Armstrong 12 334 18 69 20.7% 57.49
16 Callan Schackor11thMounds Park 12 323 13 73 15.1% 57.28
17 Josh Ylinen12thBurnsville 12 322 9 75 10.7% 54.97
18 Alison Abrams12thKennedy 11 297 11 61 15.3% 52.19
19 Evan Hill11thSt. Louis Park 13 327 8 73 9.9% 51.99
20 Emily Goldberg11thChaska 11 293 13 56 18.8% 51.54
21 William Thomas11thRoseville 12 322 11 66 14.3% 51.24
22 Eli Bogursky9thBlake 12 317 12 62 16.2% 50.47
22 Hagop Toghramadjian11thSt. Paul Academy 4 107 4 21 16.0% 50.47
24 Scott Miller12thRosemount 12 331 9 68 11.7% 49.24
25 Kieran Vatland11thEden Prairie 12 319 15 56 21.1% 49.22
26 Sean Prasad12thEastview 4 106 4 20 16.7% 49.06
27 Gabe Chang12thSt. Paul Academy 8 200 10 34 22.7% 49.00
28 Ethan Fuhrman11thMound Westonka 11 294 10 57 14.9% 48.98
29 Connor Duffy11thMounds View 8 220 11 36 23.4% 47.73
30 Matt Johnson12thIrondale 8 216 5 44 10.2% 47.69
31 Shruthi Rajasekar10thWayzata 9 224 4 47 7.8% 47.32
32 Alex Harris9thDeLaSalle 9 242 3 52 5.5% 46.69
33 Jem Nelson12thMinnetonka 12 333 16 52 23.5% 45.65
34 Christian Oswood10thMounds View 12 328 7 63 10.0% 44.82
35 Nandan Raghavan11thSt. Paul Central 12 346 18 50 26.5% 44.51
35 Miles Smith12thRosemount 6 164 3 32 8.6% 44.51
37 Alice Szeliga11thOrono 12 316 6 60 9.1% 43.67
38 Natcher Pruett11thBlake 10 273 8 47 14.5% 43.22
39 Christian Vasquez11thBlaine 10 276 4 53 7.0% 42.75
40 David Gonzalez-Dysinger11thMounds View 12 331 19 42 31.1% 42.60
41 Simon F. Blaine-Sauer10thDeLaSalle 12 301 10 49 16.9% 42.52
41 Christian Peterson10thHopkins 11 301 6 55 9.8% 42.52
43 Ryan Kladar12thRosemount 12 333 5 63 7.4% 42.34
44 Kyle Tolzmen11thKennedy 4 102 1 20 4.8% 42.16
45 Kyle Klausing12thSt. Louis Park 12 318 11 50 18.0% 41.82
46 Simon Fruchtman10thSt. Louis Park 12 298 10 47 17.5% 41.61
47 Luke Soucy9thWayzata 7 190 9 26 25.7% 41.58
48 David Steffen10thBlake 12 335 15 47 24.2% 41.49
48 T. J. Kegel11thChaska 4 106 2 19 9.5% 41.51
50 Joe Vitt11thDeLaSalle 12 328 12 50 19.4% 41.46
51 Zosha Winegar-Schultz12thMounds Park 12 317 11 49 18.3% 41.32
52 Michael Wendland12thChaska 12 295 9 47 16.1% 41.02
53 Jack Wickstrom11thChaska 11 293 5 52 8.8% 40.61
54 Chandra Kethi-Reddy12thMinnetonka 11 285 11 41 21.2% 40.35
55 David Que12thBlaine 8 208 5 34 12.8% 39.90
56 Zach Yan11thWayzata 9 229 9 32 22.0% 39.74
57 Oliver He12thWayzata 12 328 14 44 24.1% 39.63
58 Samantha Zarate12thEastview 12 335 8 54 12.9% 39.40
59 Patrick Dunphy12thBlake 12 326 8 52 13.3% 39.26
60 Jingyang Dong11thRoseville 12 322 12 45 21.1% 39.13
61 Henry Newhouse11thMinneapolis South 11 298 6 49 10.9% 38.93
62 Meaghan Walker10thChanhassen 6 156 3 25 10.7% 37.82
63 Liat Kaplan11thSt. Paul Academy 8 196 6 28 17.6% 37.76
63 John Ke12thMounds View 12 331 7 52 11.9% 37.76
65 Lucas Wiborg12thDeLaSalle 7 162 3 26 10.3% 37.65
66 Charlotte Colantti11thMounds Park 12 317 7 49 12.5% 37.54
67 Jacob Greenwald12thHopkins 4 112 4 15 21.1% 37.50
67 Andy Pollino12thEden Prairie 6 144 4 21 16.0% 37.50
67 Noah Betz-Richman10thSt. Louis Park 8 200 5 30 14.3% 37.50
70 Sam Meshbesher11thBenilde-St. Margaret's 12 315 7 48 12.7% 37.14
71 Raisa Elhadi10thChanhassen 10 221 2 38 5.0% 37.10
72 Charlie Goshey11thEagan 4 116 1 20 4.8% 37.07
73 Jack Walstrom11thDeLaSalle 12 332 13 42 23.6% 37.05
73 Brandon Seguenza12thSt. Louis Park 11 297 6 46 11.5% 37.04
75 Do-Hyoung Park12thSt. Paul Central 12 346 18 37 32.7% 36.99
76 Sunny Liu12thWayzata 3 84 3 11 21.4% 36.90
77 Nick Anderson11thRobbinsdale Cooper 7 200 5 29 14.7% 36.50
78 Jack Kinsman10thSaint Agnes 12 324 4 53 7.0% 36.42
79 Sam Utterberg12thRobbinsdale Cooper 11 295 7 43 14.0% 36.27
80 Walker Lee10thSt. Thomas Academy 7 185 4 27 12.9% 35.68
80 Connor Plunkett10thSt. Thomas Academy 8 213 4 32 11.1% 35.68
82 Charles Du11thMinnetonka 12 333 10 44 18.5% 35.44
82 Gabe Smith12thRoseville 8 223 5 32 13.5% 35.43
84 Arianna Peace12thSimley 11 284 6 41 12.8% 35.21
85 Jack Philbin9thSt. Thomas Academy 8 218 4 32 11.1% 34.86
85 Troy Spencer12thEastview 4 109 0 19 0.0% 34.86
87 Elizabeth Ching12thEagan 8 210 1 35 2.8% 34.76
88 Melanie Smith11thChanhassen 10 261 4 39 9.3% 34.48
89 Will Jensen11thSaint Agnes 3 80 1 12 7.7% 33.75
90 Jalen Hoehn12thHudson 9 229 3 34 8.1% 33.62
91 Aaron Switzer11thApple Valley 11 301 1 49 2.0% 33.55
92 Nate Bettin12thDeLaSalle 3 72 2 9 18.2% 33.33
93 Alison McManus12thBlake 12 326 8 42 16.0% 33.13
94 Christopher Huberty10thSt. Thomas Academy 11 299 10 34 22.7% 32.78
95 Donny Clinton11thNorth St. Paul 12 336 8 43 15.7% 32.74
95 Isaac Specktor12thMinneapolis South 8 217 5 28 15.2% 32.72
97 Ian Kies10thSt. Thomas Academy 10 270 6 35 14.6% 32.59
98 Ted Engelen12thDeLaSalle 9 252 4 35 10.3% 32.54
99 Andy McCoy10thDeLaSalle 12 314 8 39 17.0% 32.48
100 Benji Weber11thRobbinsdale Cooper 7 191 2 28 6.7% 32.46
101 Surafel Bekele12thMinneapolis South 7 185 8 18 30.8% 32.43
102 Aaron Blow12thRobbinsdale Armstrong 8 211 4 28 12.5% 32.23
103 Marek Zorawski12thRobbinsdale Cooper 11 295 3 43 6.5% 32.20
104 Aaron Larrow10thRosemount 10 277 5 37 11.9% 32.13
105 Charles Putts11thHill-Murray 12 318 2 48 4.0% 32.08
106 Noah Abramovitz10thBlake 12 335 9 40 18.4% 31.94
107 Trevor Andersen12thOrono 8 217 3 30 9.1% 31.80
107 Sawyer Fromme12thRosemount 11 302 4 42 8.7% 31.79
109 Joshlynn Borreson11thRobbinsdale Armstrong 11 300 3 43 6.5% 31.67
110 Arthur Skrzek11thBlaine 7 162 1 24 4.0% 31.48
111 Ben Chin12thEden Prairie 11 284 5 37 11.9% 31.34
112 Dave Wixon12thRobbinsdale Armstrong 8 227 3 31 8.8% 31.28
113 Drew Raney12thEagan 4 109 0 17 0.0% 31.19
114 Eric Hebert11thHudson 7 180 2 25 7.4% 31.11
115 Dane Falline11thMinnetonka 3 78 2 9 18.2% 30.77
116 Daniel Wyre10thChaska 10 261 4 34 10.5% 30.65
117 Aaron Hathaway10thMounds Park 12 323 6 40 13.0% 30.34
117 Luke Drumm11thMinnetonka 10 224 2 31 6.1% 30.36
119 Laura Schuld12thRobbinsdale Armstrong 6 160 0 24 0.0% 30.00
120 Graham Giesting11thHopkins 12 334 8 38 17.4% 29.94
121 Shelby Gilliland11thChaska 11 298 3 40 7.0% 29.87
122 Hank Sullivan12thMinneapolis South 12 310 6 37 14.0% 29.68
123 Tom Polta12thEden Prairie 12 322 5 40 11.1% 29.50
123 Sara Beard12thNorth St. Paul 8 217 2 29 6.5% 29.49
125 Mohan Seshadri12thMounds Park 9 197 4 23 14.8% 29.44
126 Gabe Bichinho10thSt. Louis Park 8 215 3 27 10.0% 29.30
127 Jack Witcher11thOrono 8 212 2 28 6.7% 29.25
128 Isabel Redleaf11thBlake 10 233 6 25 19.4% 29.18
129 Sachin Rao11thHopkins 12 334 9 35 20.5% 29.04
129 Matthew Borchers10thRobbinsdale Cooper 4 117 2 14 12.5% 29.06
131 Paul Hanson11thChaska 11 270 6 30 16.7% 28.89
131 Patrick Flynn11thRosemount 10 277 2 37 5.1% 28.88
133 David Kocik11thHudson 11 299 4 37 9.8% 28.76
134 Charles Bendelsmith12thMounds Park 8 216 6 22 21.4% 28.70
134 Joonil Oh11thRoseville 4 108 1 14 6.7% 28.70
136 Billy Tapio11thDeLaSalle 12 332 9 34 20.9% 28.61
136 Mose Bergmann12thMinneapolis South 11 290 3 37 7.5% 28.62
138 Nathan Stocking10thWayzata 8 224 10 17 37.0% 28.57
138 Michael Olsen12thEastview 11 308 4 38 9.5% 28.57
140 Leonard Cohn12thSt. Louis Park 12 323 8 34 19.0% 28.48
140 Ryan Kelly10thBenilde-St. Margaret's 12 330 6 38 13.6% 28.48
142 Rachel Lamont10thHill-Murray 11 293 5 34 12.8% 28.33
143 Cooper Johnson12thMinneapolis South 4 106 0 15 0.0% 28.30
144 Anh-Tuan Tong9thRoseville 8 217 3 26 10.3% 28.11
145 Neil Stein11thHopkins 11 304 4 36 10.0% 27.63
146 Erik Rubinyi9thHopkins 6 157 1 20 4.8% 27.39
147 Anthony Tarnowski10thSaint Agnes 4 106 1 13 7.1% 27.36
148 Elise Georis11thEdina 3 77 1 9 10.0% 27.27
149 Paul Walker11thHudson 3 85 1 10 9.1% 27.06
150 Tommy Harris11thMinnetonka 4 111 2 12 14.3% 27.03
151 Forrester Miller11thDeLaSalle 12 315 1 41 2.4% 26.98
152 Brian Hanson12thEagan 4 104 2 11 15.4% 26.92
153 Magni Hammarstedt12thRobbinsdale Armstrong 8 213 1 27 3.6% 26.76
154 Duncan Hazeltine10thHopkins 11 263 0 35 0.0% 26.62
155 Ryan Allison11thBurnsville 7 140 1 17 5.6% 26.43
155 Michael Quinn12thApple Valley 4 106 0 14 0.0% 26.42
157 Peter Doenges12thChaska 12 334 8 32 20.0% 26.35
157 Patrick Erichsen10thChaska 8 205 4 21 16.0% 26.34
159 Willie Morrow11thSt. Louis Park 8 210 5 20 20.0% 26.19
160 Schuyler Rosefield11thMounds Park 12 291 2 35 5.4% 26.12
161 Ariel O'Neill12thBlake 8 211 5 20 20.0% 26.07
162 Mark Meier11thChaska 11 304 8 27 22.9% 25.66
163 Nathan Foss11thChanhassen 11 286 3 32 8.6% 25.52
164 Louis Hartzog10thChaska 11 298 4 32 11.1% 25.50
165 Colin Catlin10thMounds View 12 339 6 34 15.0% 25.37
166 Alina Dain10thRobbinsdale Armstrong 12 326 8 29 21.6% 25.15
166 Nolan Ahlm11thBenilde-St. Margaret's 11 290 3 32 8.6% 25.17
166 Emily Chrysler12thHill-Murray 12 318 2 37 5.1% 25.16
169 Connor Olson11thMounds Park 12 324 7 30 18.9% 25.00
169 Emilia Holstine12thMounds View 4 112 2 11 15.4% 25.00
169 Sean Bradley11thEastview 4 108 1 12 7.7% 25.00
172 Thaine Heller11thSt. Louis Park 11 290 4 30 11.8% 24.83
173 Nathan Salo12thEastview 12 335 9 28 24.3% 24.78
174 Jimmy Borin11thBenilde-St. Margaret's 11 307 4 32 11.1% 24.76
174 Sujay Rao9thEden Prairie 12 323 2 37 5.1% 24.77
176 Modi Hammarstedt12thRobbinsdale Armstrong 11 296 1 35 2.8% 24.66
177 Lucas Vroege11thMinnetonka 8 196 2 21 8.7% 24.49
177 Glenna Greer9thBenilde-St. Margaret's 11 294 2 33 5.7% 24.49
179 Noah Birch10thChanhassen 10 259 1 30 3.2% 24.32
179 Jack Buan10thWayzata 11 300 1 35 2.8% 24.33
181 Joe Rojas10thNorth St. Paul 12 323 4 33 10.8% 24.15
182 Brendan Boyle10thMounds Park 12 328 5 32 13.5% 24.09
182 Jessica Tarnowski9thSaint Agnes 8 220 1 25 3.8% 24.09
184 Leslea Strauss10thHopkins 12 304 9 23 28.1% 24.01
184 Derek McGaffey12thKennedy 3 75 2 6 25.0% 24.00
186 Jack Mata11thMounds View 12 326 6 30 16.7% 23.93
186 Walker Stevens11thBlaine 11 276 4 27 12.9% 23.91
188 Sarah Lucas11thSimley 11 285 4 28 12.5% 23.86
189 Evan Laduc9thSt. Paul Academy 12 332 7 29 19.4% 23.80
190 Summer Freed11thSimley 10 261 4 25 13.8% 23.75
191 Naomi Reiner10thEdina 6 156 3 14 17.6% 23.72
191 Peter Urban11thEdina 11 291 3 30 9.1% 23.71
193 Roman Glusker10thEdina 12 291 2 31 6.1% 23.37
194 Jonah Rothstein11thMinneapolis South 4 103 2 9 18.2% 23.30
195 Dane Schreiber12thDeLaSalle 12 332 3 34 8.1% 23.19
196 Nathaniel McNair12thDeLaSalle 10 272 1 30 3.2% 23.16
197 Nick Jones12thMinnetonka 12 333 3 34 8.1% 23.12
198 Avery Garon12thSimley 8 208 0 24 0.0% 23.08
198 Anne Beck12thEagan 4 104 0 12 0.0% 23.08
198 James McFarlin12thMinnetonka 4 104 0 12 0.0% 23.08
198 Andrew W.?Robbinsdale Cooper 1 26 0 3 0.0% 23.08
202 Jacob Kautzky12thWayzata 11 297 10 19 34.5% 22.90
203 Bjorn Ellingson12thHudson 11 299 4 28 12.5% 22.74
204 Andreas Loken10thBlake 12 335 10 23 30.3% 22.69
205 John Brooksbank12thMounds Park 7 146 1 15 6.2% 22.60
205 Alyssa Axelrod12thEagan 4 115 0 13 0.0% 22.61
207 Justin Vanni?Eden Prairie 12 319 6 27 18.2% 22.57
207 Bridget Bradley12thBreck 7 186 2 18 10.0% 22.58
209 Matt Larson11thOrono 4 102 1 10 9.1% 22.55
210 John Stanoch12thRobbinsdale Armstrong 7 182 1 19 5.0% 22.53
211 Matthew Cramer12thSt. Louis Park 12 318 7 25 21.9% 22.33
212 Alex Thibido11thRosemount 7 194 1 20 4.8% 22.16
213 Zach Berman12thMinnetonka 4 104 1 10 9.1% 22.12
214 Micah Mueller12thRoseville 8 213 3 19 13.6% 22.07
214 Kelly Catlin10thMounds View 8 222 1 23 4.2% 22.07
216 Tobey Thomas12thBlaine 4 105 1 10 9.1% 21.90
216 Ian Sussna9thSt. Paul Academy 8 219 2 21 8.7% 21.92
216 Nic Carpentier11thDeLaSalle 4 114 1 11 8.3% 21.93
219 Nancy Hoang12thRobbinsdale Armstrong 12 320 4 29 12.1% 21.88
220 Phil Allessi11thSt. Thomas Academy 8 233 6 16 27.3% 21.46
221 Laura Grace12thApple Valley 12 322 2 31 6.1% 21.12
222 Colton Gerber12thMounds Park 9 215 3 18 14.3% 20.93
223 Christian Oehrlein11thNorth St. Paul 12 336 2 32 5.9% 20.83
224 Brandon Kieffer10thChanhassen 3 82 1 7 12.5% 20.73
225 Danny Letscher11thBenilde-St. Margaret's 10 256 3 22 12.0% 20.70
226 Caleb Kumar11thBreck 7 194 2 17 10.5% 20.62
227 Jack Crowley10thHudson 10 234 2 21 8.7% 20.51
227 Alex Hein12thApple Valley 12 322 2 30 6.2% 20.50
229 Arch Williams10thEdina 10 264 2 24 7.7% 20.45
230 Nick Hendrickson11thChaska 4 103 1 9 10.0% 20.39
231 Gus Gustafson11thOrono 8 212 3 17 15.0% 20.28
232 Cameron Swenson9thDeLaSalle 12 332 5 26 16.1% 20.18
232 Mitch Croal12thWayzata 11 307 4 25 13.8% 20.20
234 Adam Stallman10thRobbinsdale Cooper 9 243 1 23 4.2% 20.16
235 Clara Rosebrock12thRobbinsdale Armstrong 8 209 0 21 0.0% 20.10
236 Anthony Wang10thEdina 6 155 1 14 6.7% 20.00
236 Natalie Bentley?Edina 3 80 0 8 0.0% 20.00
238 Matt Jensen12thRosemount 7 196 1 18 5.3% 19.90
239 Elizabeth Stevens12thApple Valley 12 322 2 29 6.5% 19.88
240 Patrick Prior10thHill-Murray 10 272 0 27 0.0% 19.85
241 Nikhil Jain12thIrondale 12 328 1 31 3.1% 19.82
242 Katie Madsen9thKennedy 3 82 0 8 0.0% 19.51
243 Tony Bigelow12thEastview 4 113 2 8 20.0% 19.47
243 Jonny Schmidt10thRobbinsdale Armstrong 3 77 1 6 14.3% 19.48
245 Melanie Vossberg11thChaska 11 289 2 25 7.4% 19.38
246 Floyd Johnson11thHudson 9 230 4 16 20.0% 19.13
246 Andrew Solfest12thEastview 10 282 4 21 16.0% 19.15
248 Ryan Ellingboe12thIrondale 4 110 3 6 33.3% 19.09
249 Birch Malotky12thMinnetonka 12 324 5 23 17.9% 18.83
250 Paul Newswanger10thOrono 12 314 3 25 10.7% 18.79
251 Josh Norling12thBurnsville 7 187 3 13 18.8% 18.72
251 Grace Jones10thDeLaSalle 11 294 3 23 11.5% 18.71
253 John Spear10thMounds View 12 316 5 22 18.5% 18.67
254 William Amendola Bye7thMounds Park 12 328 5 23 17.9% 18.60
255 Tyler Weigert12thMounds View 12 334 4 25 13.8% 18.56
256 Michael Perron11thBurnsville 7 136 3 8 27.3% 18.38
257 Maureen Koets12thEdina 12 324 3 25 10.7% 18.21
258 Leyla Soykan10thMounds View 12 332 2 27 6.9% 18.07
259 Chris Erickson12thBreck 12 338 3 26 10.3% 18.05
260 Kyle Talghader10thEdina 11 272 3 20 13.0% 18.01
261 Kip Hathaway11thMounds Park 9 217 5 12 29.4% 17.97
262 Charles Peper10thChaska 10 262 1 22 4.3% 17.94
263 Lauren Effertz12thBenilde-St. Margaret's 4 112 2 7 22.2% 17.86
264 Henry Huber11thMinneapolis South 7 191 2 14 12.5% 17.80
265 Caytlin Neuburger9thRobbinsdale Armstrong 9 233 3 16 15.8% 17.60
265 Nicholas Arens11thChaska 6 159 0 14 0.0% 17.61
267 Jeremy Miller12thBlaine 4 103 0 9 0.0% 17.48
268 Jamie Soballavaro10thMounds Park 12 328 3 24 11.1% 17.38
269 Solomon Polansky9thBlake 12 317 3 23 11.5% 17.35
270 Dalia Macias11thEagan 8 227 3 15 16.7% 17.18
271 Peter Thoresen11thBurnsville 8 182 1 14 6.7% 17.03
271 United Xiong12thNorth St. Paul 12 323 1 26 3.7% 17.03
273 Eleanor Powell12thRobbinsdale Armstrong 8 218 3 14 17.6% 16.97
273 Gina Chiodo12thMound Westonka 7 165 0 14 0.0% 16.97
275 Tommy Toghramadjian9thSt. Paul Academy 4 113 1 8 11.1% 16.81
276 Mirek Stolee11thRobbinsdale Cooper 9 246 1 19 5.0% 16.67
277 Maggie O'Neil10thHopkins 12 301 4 19 17.4% 16.61
278 Cory Schroeder12thKennedy 7 187 1 14 6.7% 16.58
279 Jacob Wiggins9thRoseville 4 103 1 7 12.5% 16.50
280 Rachel Meier12thChaska 12 317 6 17 26.1% 16.40
281 Robbie He11thMounds View 8 220 4 12 25.0% 16.36
282 Chloe Hite11thSt. Paul Academy 8 190 1 14 6.7% 16.32
283 Cole Erickson10thKennedy 11 289 1 22 4.3% 16.26
284 Spencer Gustafson11thOrono 4 105 3 4 42.9% 16.19
285 Jack Indritz7thMounds Park 11 285 0 23 0.0% 16.14
286 Eric Bench11thBurnsville 11 298 4 18 18.2% 16.11
287 Beatrice Lim11thBlake 9 230 1 17 5.6% 16.09
288 Nick Lindberg11thBlaine 10 257 5 13 27.8% 15.95
289 Neal Billig11thDeLaSalle 12 328 2 23 8.0% 15.85
290 Brad Weber10thChanhassen 7 196 1 14 6.7% 15.82
291 Rachel Busse12thRosemount 7 190 0 15 0.0% 15.79
292 Nic Valure11thDeLaSalle 8 205 0 16 0.0% 15.61
293 Ryder Marsden10thMounds Park 12 328 5 18 21.7% 15.55
293 Brita Van Guilder11thHudson 7 148 1 10 9.1% 15.54
295 Scott Laska11thBurnsville 7 97 3 3 50.0% 15.46
296 Matthew Burian12thEagan 4 104 0 8 0.0% 15.38
297 Jessica Wyatt11thBlaine 4 105 2 5 28.6% 15.24
297 Cole Staples7thMounds Park 12 335 1 24 4.0% 15.22
299 Ian Ackerman12thRobbinsdale Cooper 11 285 1 20 4.8% 15.09
299 Guillermo M.?Hudson 2 53 0 4 0.0% 15.09
301 Duncan Mincks12thRobbinsdale Armstrong 12 334 6 16 27.3% 14.97
301 Nicvan Oppen9thBreck 4 107 0 8 0.0% 14.95
303 Porshia Williams12thRobbinsdale Armstrong 7 188 0 14 0.0% 14.89
304 Ben Albert11thDeLaSalle 6 156 3 7 30.0% 14.74
304 Ben Bourgoin12thSimley 11 285 2 18 10.0% 14.74
306 Jack Kenney12thDeLaSalle 10 279 1 19 5.0% 14.70
307 Jeremy Marks11thMinnetonka 12 300 2 19 9.5% 14.67
308 Justin Barnett9thBenilde-St. Margaret's 11 294 2 18 10.0% 14.29
309 Solomon Ariwoola11thDeLaSalle 10 274 1 18 5.3% 14.23
309 Kate Carlsen11thEden Prairie 12 316 1 21 4.5% 14.24
311 Claire Lutter10thRoseville 12 325 2 20 9.1% 14.15
312 Jimmy Spaight11thHudson 3 85 0 6 0.0% 14.12
313 Logan Dufek11thSt. Thomas Academy 8 213 0 15 0.0% 14.08
314 Lindsay LaBarre10thChaska 6 164 3 7 30.0% 14.02
315 Peter Wear12thBreck 12 322 1 21 4.5% 13.98
316 Andrew Hannaford12thRobbinsdale Cooper 11 301 2 18 10.0% 13.95
317 Joe Blair11thEagan 4 115 0 8 0.0% 13.91
318 Humphrey Pruett9thBlake 8 210 1 13 7.1% 13.81
319 Dana Rademacher12thRobbinsdale Armstrong 12 315 1 20 4.8% 13.65
319 Vineeth Thirunavu9thWayzata 4 88 0 6 0.0% 13.64
321 Farez Saddiqui11thSt. Paul Academy 8 191 6 4 60.0% 13.61
322 Christopher Lerdall11thWayzata 9 237 0 16 0.0% 13.50
323 Austin Redfield12thMinnetonka 4 104 2 4 33.3% 13.46
324 Cody Dahl11thEdina 12 313 2 18 10.0% 13.42
325 Tevin Winfree12thWayzata 3 75 0 5 0.0% 13.33
326 Albert Samuel9thDeLaSalle 3 83 1 4 20.0% 13.25
326 Isabel Stariha10thSaint Agnes 12 324 1 20 4.8% 13.27
328 Jackson Mullet11thEden Prairie 5 121 2 5 28.6% 13.22
328 Oliver Blackstone10thSaint Agnes 10 272 2 15 11.8% 13.24
328 Hana Bushyhead12thSimley 5 136 0 9 0.0% 13.24
331 Jack Wang10thMounds View 12 318 4 15 21.1% 13.21
332 Charles Adams12thEden Prairie 12 319 2 18 10.0% 13.17
333 Morgan Lieske11thDeLaSalle 4 100 1 5 16.7% 13.00
334 Cameron Cleveland12thSt. Louis Park 12 325 2 18 10.0% 12.92
334 Annie Jiao12thBreck 7 186 0 12 0.0% 12.90
334 Hanna Ruoho11thRobbinsdale Armstrong 3 93 0 6 0.0% 12.90
337 Emily Ghose8thMounds Park 2 39 1 1 50.0% 12.82
338 Carter Green10thSt. Louis Park 12 297 2 16 11.1% 12.79
339 Cory Quirk10thRosemount 7 188 2 9 18.2% 12.77
339 Katie Talerico10thWayzata 10 251 0 16 0.0% 12.75
339 Alec Hoines11thSimley 7 188 0 12 0.0% 12.77
342 Stephen Thie12thSt. Thomas Academy 12 346 4 16 20.0% 12.72
343 Adam Dutton11thMinnetonka 4 103 1 5 16.7% 12.62
344 Joe Wulfing11thSimley 9 239 2 12 14.3% 12.55
345 Billy Borkovec12thRobbinsdale Cooper 12 312 1 18 5.3% 12.50
345 Sydney Farmer10thWayzata 2 48 0 3 0.0% 12.50
347 Alyssa Erding11thKennedy 10 217 1 12 7.7% 12.44
347 Vedic Sharma10thMounds View 8 217 1 12 7.7% 12.44
349 Amanda Senst11thKennedy 11 306 2 16 11.1% 12.42
350 Nolan Hift12thIrondale 12 323 2 17 10.5% 12.38
351 Zack McDowell11thMound Westonka 4 114 0 7 0.0% 12.28
352 Ryan Thie9thSt. Thomas Academy 12 303 3 14 17.6% 12.21
353 Michael Rainville11thDeLaSalle 7 190 1 10 9.1% 12.11
354 Ethan Lane12thWayzata 7 199 2 9 18.2% 12.06
354 Leah Luzhansky12thEden Prairie 8 207 1 11 8.3% 12.08
356 Bharat Baylan11thChaska 10 234 0 14 0.0% 11.97
357 Tom Fix11thApple Valley 7 195 3 7 30.0% 11.79
358 Ryan Malloy9thMinnetonka 4 104 0 6 0.0% 11.54
359 Cassie Brooks12thKennedy 4 61 1 2 33.3% 11.48
360 Kaitlyn Hartzell12thEagan 4 106 0 6 0.0% 11.32
361 Steven Tetrick10thChaska 7 195 0 11 0.0% 11.28
361 Paul Wageman12thDeLaSalle 7 195 0 11 0.0% 11.28
363 John Keefe12thRobbinsdale Armstrong 12 315 3 13 18.8% 11.11
364 Christina Gudaitis11thRobbinsdale Armstrong 11 289 0 16 0.0% 11.07
365 Chris Dressen10thHill-Murray 10 272 2 12 14.3% 11.03
366 Sara Morton10thChanhassen 10 273 0 15 0.0% 10.99
367 Tony Pahl11thMounds View 12 329 2 15 11.8% 10.94
368 Elliot Polsky11thSt. Thomas Academy 10 284 5 8 38.5% 10.92
368 Kelsey Dockry9thChaska 2 55 0 3 0.0% 10.91
370 Dan Schanus12thChaska 12 334 4 12 25.0% 10.78
371 Hanah Cytron11thRobbinsdale Armstrong 8 217 1 10 9.1% 10.60
372 Daniel Botethi11thHudson 2 57 0 3 0.0% 10.53
373 Andrew Hanson11thRosemount 3 86 1 3 25.0% 10.47
374 Ryan Flynn11thMinnetonka 9 230 2 9 18.2% 10.43
375 Tony Palumbo11thSt. Thomas Academy 4 106 1 4 20.0% 10.38
375 Luke Henry10thEagan 4 106 1 4 20.0% 10.38
375 Gunnar Bestenlehner12thBurnsville 7 183 1 8 11.1% 10.38
375 Nicolai Kessler11thBlaine 9 241 1 11 8.3% 10.37
379 Tom Bainey12thRobbinsdale Cooper 11 295 0 15 0.0% 10.17
380 Zack Moheban12thKennedy 6 169 1 7 12.5% 10.06
381 David Choiniere12thChanhassen 6 160 0 8 0.0% 10.00
382 Mason Shinn11thChaska 11 292 3 10 23.1% 9.93
383 Jack Labovitz9thSt. Paul Academy 8 222 0 11 0.0% 9.91
384 Victor Loye11thDeLaSalle 6 163 0 8 0.0% 9.82
385 Neha Prasad12thEastview 8 215 1 9 10.0% 9.77
386 Barry Jennings12thWayzata 6 155 1 6 14.3% 9.68
387 Matthew Hess11thRosemount 11 305 1 13 7.1% 9.51
387 Oliver Sueper11thNorth St. Paul 12 336 0 16 0.0% 9.52
387 Emily Brossart10thRosemount 3 84 0 4 0.0% 9.52
387 Griffin Dufek9thSt. Thomas Academy 3 63 0 3 0.0% 9.52
391 Jonatan Chipoco11thDeLaSalle 7 190 0 9 0.0% 9.47
392 Alex Nackerud11thSt. Louis Park 4 106 2 2 50.0% 9.43
392 Matthew Elfstrand11thDeLaSalle 12 328 1 14 6.7% 9.45
394 Drew Doering?Breck 8 223 3 6 33.3% 9.42
394 Drew Skog12thKennedy 7 191 2 6 25.0% 9.42
394 Alynie Xiong11thBurnsville 4 106 0 5 0.0% 9.43
394 Leanne Otto12thDeLaSalle 4 106 0 5 0.0% 9.43
398 Jason Shu9thBlake 4 107 0 5 0.0% 9.35
399 Isabel Stone11thChanhassen 10 236 0 11 0.0% 9.32
399 Chris Kirchenwitz12thEastview 8 215 0 10 0.0% 9.30
399 Chris Pifer10thSt. Paul Academy 7 129 0 6 0.0% 9.30
402 Matt Stefanko12thRosemount 11 305 2 11 15.4% 9.18
402 Parker Dietz11thBlaine 11 261 0 12 0.0% 9.20
404 Emily Kuehn12thHill-Murray 12 318 1 13 7.1% 9.12
405 Youngjun Park11thMounds View 4 111 0 5 0.0% 9.01
406 Noemi Garcia12thKennedy 3 78 1 2 33.3% 8.97
406 Izaak Hagen12thIrondale 12 323 1 13 7.1% 8.98
408 Lani Abelson11thSt. Louis Park 9 236 1 9 10.0% 8.90
409 Jacob Christina11thBurnsville 7 192 3 4 42.9% 8.85
409 Alaina Anderson9thHill-Murray 11 293 2 10 16.7% 8.87
411 Dan Sunderman11thBlaine 6 159 0 7 0.0% 8.81
412 Laura Lanagraf12thBurnsville 7 160 0 7 0.0% 8.75
413 Carl Wisherd12thRosemount 10 265 1 10 9.1% 8.68
413 Tyler Streff11thEagan 4 115 0 5 0.0% 8.70
415 Raj Beekie11thSt. Paul Central 12 346 2 12 14.3% 8.67
416 Noah Kincs11thBenilde-St. Margaret's 10 267 1 10 9.1% 8.61
417 Alex Barnett10thBenilde-St. Margaret's 11 304 0 13 0.0% 8.55
418 Josiah Parotti-Walter11thBurnsville 9 212 2 6 25.0% 8.49
418 Alex De Marco12thSt. Louis Park 4 106 1 3 25.0% 8.49
418 Nick Schmall11thChanhassen 6 165 0 7 0.0% 8.48
421 Lydia Karlson12thRosemount 7 190 0 8 0.0% 8.42
422 Jen Vogl12thBenilde-St. Margaret's 3 84 1 2 33.3% 8.33
423 Nick Ebner10thMound Westonka 11 281 1 10 9.1% 8.19
423 Victor Brenk12thMound Westonka 11 281 1 10 9.1% 8.19
425 Bridget Farrell11thDeLaSalle 11 298 2 9 18.2% 8.05
426 Jessica Bentley10thEdina 6 162 1 5 16.7% 8.02
427 Alex Beyer11thHudson 1 25 0 1 0.0% 8.00
427 Alexander G.?DeLaSalle 1 25 0 1 0.0% 8.00
429 Noble Koshy11thMounds View 4 113 1 3 25.0% 7.96
429 Jack Duffy12thDeLaSalle 6 163 1 5 16.7% 7.98
431 Austin Petronack9thSt. Thomas Academy 12 302 2 9 18.2% 7.95
432 Emily Mattison12thEden Prairie 12 318 1 11 8.3% 7.86
433 Shaan Bijwadia?St. Paul Academy 12 332 2 10 16.7% 7.83
434 Josh Vang12thRobbinsdale Cooper 10 262 0 10 0.0% 7.63
435 Vania Jeh12thMound Westonka 4 106 0 4 0.0% 7.55
436 Abby Harrison9thRobbinsdale Armstrong 3 80 0 3 0.0% 7.50
437 Tyler Dougan10thBlake 12 335 3 8 27.3% 7.46
438 Eli Huebner10thHopkins 4 108 0 4 0.0% 7.41
439 Sephra Clark12thRobbinsdale Armstrong 8 217 0 8 0.0% 7.37
440 Logan Stapleton10thEastview 4 109 0 4 0.0% 7.34
440 Mortan Bartlow-Sibley10thEagan 4 109 0 4 0.0% 7.34
440 Netta Kaplan8thSt. Paul Academy 4 109 0 4 0.0% 7.34
443 Anthony Rosemark11thHill-Murray 11 301 2 8 20.0% 7.31
444 Demetrius Fenton10thSaint Agnes 8 221 0 8 0.0% 7.24
444 Cliff Hopkinson10thSt. Thomas Academy 8 193 0 7 0.0% 7.25
446 Kevin Lungay11thChaska 10 250 0 9 0.0% 7.20
447 Daniel Okabue10thIrondale 5 140 2 2 50.0% 7.14
448 Kevin Wang12thEagan 8 225 0 8 0.0% 7.11
449 Lydia Mwambi12thKennedy 8 213 1 6 14.3% 7.04
450 Andy Blom11thNorth St. Paul 12 336 1 10 9.1% 6.85
450 Drew Snook11thChaska 11 293 0 10 0.0% 6.83
452 Joseph Kleckner12thRobbinsdale Cooper 11 295 2 7 22.2% 6.78
452 Alexandra Herr11thBlake 6 162 1 4 20.0% 6.79
452 Mikayla Schraut9thSaint Agnes 8 221 1 6 14.3% 6.79
455 Jeffrey Ching10thEagan 8 222 1 6 14.3% 6.76
456 Kayla Goldfarb11thSt. Louis Park 4 107 1 2 33.3% 6.54
457 Erich Berger11thRoseville 12 322 3 6 33.3% 6.52
457 Lily Strehlow10thHopkins 7 184 0 6 0.0% 6.52
459 Alex Gross12thEden Prairie 7 189 0 6 0.0% 6.35
460 Tram Do10thKennedy 11 255 0 8 0.0% 6.27
461 Sara Sheffels12thBlake 6 160 0 5 0.0% 6.25
462 Andrew Buttram11thChaska 6 162 0 5 0.0% 6.17
463 Jason Anderson9thBenilde-St. Margaret's 11 294 0 9 0.0% 6.12
464 Jenny Williams10thRobbinsdale Armstrong 6 164 0 5 0.0% 6.10
465 Ben Weinshel9thBlake 12 317 1 8 11.1% 5.99
466 Hayley Williams9thChanhassen 3 85 1 1 50.0% 5.88
466 Joe Sather11thKennedy 9 238 0 7 0.0% 5.88
466 Cameron Notterman12thOrono 4 102 0 3 0.0% 5.88
469 Fatuma Mohamed11thApple Valley 4 106 0 3 0.0% 5.66
469 Spencer Sanders12thApple Valley 4 106 0 3 0.0% 5.66
471 Lucas Sun9thWayzata 11 266 1 6 14.3% 5.64
471 Art DeSchepper12thKennedy 11 266 1 6 14.3% 5.64
473 Carter Robinson11thSt. Louis Park 4 107 0 3 0.0% 5.61
474 Dan Thomas12thMounds Park 12 323 0 9 0.0% 5.57
474 Noah Glenn10thEden Prairie 4 108 0 3 0.0% 5.56
474 Jordan Skordahl11thBlaine 3 72 0 2 0.0% 5.56
477 Ben Hanson10thIrondale 8 219 0 6 0.0% 5.48
478 Maddie Mahon11thHudson 8 204 1 4 20.0% 5.39
478 John Tarnofsky10thEagan 4 111 0 3 0.0% 5.41
480 Joseph Riehm9thSt. Thomas Academy 4 112 0 3 0.0% 5.36
481 Patrick Hyland12thEastview 4 113 0 3 0.0% 5.31
482 Aditi Gupta11thBlake 7 193 0 5 0.0% 5.18
482 Lena Pelini11thMinneapolis South 3 77 0 2 0.0% 5.19
484 Avery Craves9thMinneapolis South 4 118 0 3 0.0% 5.08
485 Sam Nickolay12thMinnetonka 12 323 0 8 0.0% 4.95
485 Jade Austerman12thApple Valley 12 322 0 8 0.0% 4.97
485 Alissa Ty10thKennedy 6 161 0 4 0.0% 4.97
488 Evan Vanderavond11thBlaine 9 243 0 6 0.0% 4.94
489 Eleanor Stenglein9thDeLaSalle 3 82 0 2 0.0% 4.88
490 David Schwartz11thBlaine 6 146 1 2 33.3% 4.79
491 Benji Schanus11thChaska 9 213 0 5 0.0% 4.69
492 Nirupa Galagedera11thWayzata 7 193 1 3 25.0% 4.66
493 Erin Morris12thBlake 10 281 1 5 16.7% 4.63
494 Hailey Karlovich12thHudson 4 88 0 2 0.0% 4.55
495 Daniel Cawood11thBenilde-St. Margaret's 12 315 0 7 0.0% 4.44
496 Hannah Gershone10thHopkins 11 253 1 4 20.0% 4.35
497 Jonathan Nguyen11thBlaine 10 256 1 4 20.0% 4.30
498 Paul Carlson10thSaint Agnes 8 218 1 3 25.0% 4.13
499 Kali Shaw11thApple Valley 7 195 0 4 0.0% 4.10
500 Victor Niu9thEden Prairie 2 49 0 1 0.0% 4.08
501 Aiden Opatz7thMounds Park 12 272 1 4 20.0% 4.04
502 Heidi Roster9thMinnetonka 9 228 1 3 25.0% 3.95
502 Jakob Cornell9thWayzata 4 101 0 2 0.0% 3.96
504 Kevin Chuckel10thHudson 4 102 0 2 0.0% 3.92
505 James?Saint Agnes 2 52 0 1 0.0% 3.85
506 Loren Bushyhead12thSimley 4 105 0 2 0.0% 3.81
507 Taylor Allgood10thKennedy 7 186 1 2 33.3% 3.76
507 Abby Richardson11thMinnetonka 11 266 0 5 0.0% 3.76
507 Christina Chan12thEastview 4 106 0 2 0.0% 3.77
507 Rachel Herrmann10thChaska 2 53 0 1 0.0% 3.77
511 Victoria Menchaca10thSt. Thomas Academy 3 80 1 0 100.0% 3.75
511 Merritt Coughlan-Smith11thDeLaSalle 6 160 0 3 0.0% 3.75
513 Matt Kangas11thMound Westonka 12 324 0 6 0.0% 3.70
514 Zack Ludwig10thHill-Murray 6 163 0 3 0.0% 3.68
514 Natalia Nguyen12thEagan 4 109 0 2 0.0% 3.67
516 Samantha Bremer11thSt. Louis Park 8 220 0 4 0.0% 3.64
517 Tessa Isabell9thSimley 4 111 0 2 0.0% 3.60
518 C. J. Kramer10thMounds Park 8 225 0 4 0.0% 3.56
518 Michael Ansusinha9thWayzata 8 168 0 3 0.0% 3.57
520 Taylor Finken10thBreck 11 293 0 5 0.0% 3.41
521 Elana Sokol10thEdina 6 155 1 1 50.0% 3.23
522 Timmy Ernst12thEdina 8 192 0 3 0.0% 3.12
523 Forrest Bryan12thMinneapolis South 7 194 0 3 0.0% 3.09
524 Hannah Steiner9thDeLaSalle 10 270 0 4 0.0% 2.96
525 James Woods12thMound Westonka 12 324 1 3 25.0% 2.78
526 Grace Wolfe9thHill-Murray 11 293 0 4 0.0% 2.73
527 Chloe Castaneda12thMounds Park 4 112 1 0 100.0% 2.68
528 Frances Yang11thWayzata 3 76 0 1 0.0% 2.63
529 Eric Peters11thDeLaSalle 3 78 0 1 0.0% 2.56
530 Emma Finwall10thKennedy 6 159 0 2 0.0% 2.52
531 Mikaela Galdonik10thRobbinsdale Armstrong 3 82 0 1 0.0% 2.44
531 Marra Clay11thHopkins 3 82 0 1 0.0% 2.44
533 Andrea Beiro10thEdina 3 84 0 1 0.0% 2.38
534 Spencer Tyson10thChanhassen 3 88 0 1 0.0% 2.27
535 Cailin Higgins11thEdina 4 93 0 1 0.0% 2.15
536 Kaitlyn Haller10thWayzata 6 141 1 0 100.0% 2.13
537 Sophie Ball11thSimley 4 102 0 1 0.0% 1.96
538 Kyle Keenan12thMinnetonka 4 104 0 1 0.0% 1.92
539 Thomas Schroeder10thSt. Thomas Academy 4 107 0 1 0.0% 1.87
540 Tyler Asgrimson12thEdina 4 111 0 1 0.0% 1.80
540 Jenny Mezeritski10thEagan 4 111 0 1 0.0% 1.80
542 Mikaela Wolf9thBenilde-St. Margaret's 8 215 1 0 100.0% 1.40
543 Jason Herzog12thHopkins 8 219 1 0 100.0% 1.37
544 Sydney Sosa11thHill-Murray 12 318 0 2 0.0% 1.26
545 Amanda Baumgart7thMounds Park 8 170 0 1 0.0% 1.18
546 Jack Griep12thDeLaSalle 8 209 0 1 0.0% 0.96
547 Ray Sajula11thChaska 11 265 0 1 0.0% 0.75
548 Bekka McCoy9thDeLaSalle 10 274 0 0 0.0% 0.00
548 James Foran9thDeLaSalle 6 164 0 0 0.0% 0.00
548 Kailey Kraus10thApple Valley 4 116 0 0 0.0% 0.00
548 Alex Scheller11thEagan 4 115 0 0 0.0% 0.00
548 Robbie Aldich12thBreck 4 115 0 0 0.0% 0.00
548 Colin Meirovitz12thSt. Louis Park 4 110 0 0 0.0% 0.00
548 Kathryn Baumhouer10thKennedy 4 108 0 0 0.0% 0.00
548 Mackenzie Ceach11thMinnetonka 4 102 0 0 0.0% 0.00
548 Rachel Gorlin11thHopkins 3 81 0 0 0.0% 0.00
548 Nick Stenglein10thDeLaSalle 3 79 0 0 0.0% 0.00
548 Amy Kreider11thMinneapolis South 3 79 0 0 0.0% 0.00
548 Hayley Lhotka9thMinnetonka 3 78 0 0 0.0% 0.00
548 Stephanie Grigoryants11thWayzata 3 76 0 0 0.0% 0.00
548 Jamesha Hosea11thWayzata 3 73 0 0 0.0% 0.00
548 Michael Wilkens10thSt. Paul Academy 4 57 0 0 0.0% 0.00
548 Michelle Recinos10thChaska 2 55 0 0 0.0% 0.00
548 Trevor Bartko10thRosemount 2 55 0 0 0.0% 0.00
548 Rebecca Kincade10thRosemount 2 52 0 0 0.0% 0.00
548 Stormi Leininger10thRosemount 2 51 0 0 0.0% 0.00
548 Carlie Cervantes12thDeLaSalle 2 51 0 0 0.0% 0.00
548 Lizzy Crist11thMinnetonka 2 51 0 0 0.0% 0.00
548 Ecajma Davis11thWayzata 2 48 0 0 0.0% 0.00
548 Charlie Maahs12thMound Westonka 3 41 0 0 0.0% 0.00
548 James Huffman11thHudson 1 32 0 0 0.0% 0.00
548 Nick Samsel7thMounds Park 2 16 0 0 0.0% 0.00
548 Colin McCann10thRosemount 1 7 0 0 0.0% 0.00

Explanation of Statistics

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