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2023 Popular Culture Week 29

Standings

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#	Awards	Player	Region	# Correct	% Correct	Average Correct Celerity	Std. Dev. Celerity	Score
1		Drew Scheeler	Ohio	10	100.0%	.464	.192	156
2		Carlos Hernandez Fisher	Canada	10	100.0%	.422	.154	150
3		Matthew Marcotte	California	10	100.0%	.401	.226	148
4		Ryan Milowicki	Connecticut	10	100.0%	.397	.273	148
5		Benjamin Kitchen	Colorado	10	100.0%	.380	.212	145
6		James Dowd	Hawaii	10	100.0%	.382	.208	144
7		Lynn Yu	California	10	100.0%	.362	.290	144
8		Kane Keller	Louisiana	10	100.0%	.365	.234	143
9		Adam Escandell	Texas	10	100.0%	.365	.212	143
10		Jack Rousseau	California	10	100.0%	.361	.249	143
11		Jack Wolverton	Missouri	10	100.0%	.352	.189	142
12		Dillon Edwards	Wisconsin	10	100.0%	.350	.270	142
13		Mazin Omer	Massachusetts	10	100.0%	.348	.254	142
14		Chris Ottolino	Missouri	10	100.0%	.354	.209	141
15		Daniel Chung	California	10	100.0%	.347	.253	141
16		Devon Edwards	New York	10	100.0%	.337	.177	141
17		Joseph Langas	Texas	9	90.0%	.464	.187	140
18		Kyle Kahan	California	10	100.0%	.348	.241	140
19		Parth Jagtap	Canada	9	90.0%	.450	.252	139
20		Finn Bender	Wisconsin	10	100.0%	.345	.158	139
21		Evan Nagler	New York	10	100.0%	.333	.182	139
22		Andrew Dupont	California	10	100.0%	.333	.194	139
23		Talia Fan	Canada	10	100.0%	.333	.220	139
24		Darren Petrosino	New Jersey	10	100.0%	.318	.267	139
25		Alec Chao	District of Columbia	10	100.0%	.331	.208	138
26		Matt Coleman	Washington	10	100.0%	.328	.248	138
27		Charlie Fritz	Illinois	10	100.0%	.325	.227	138
28		Chris Abrams	Nevada	10	100.0%	.323	.215	138
29		Jesse Tow	Illinois	10	100.0%	.318	.217	138
30		Scott Latchem	California	10	100.0%	.316	.272	138
31		Jason Palmer	Ohio	9	90.0%	.435	.235	137
32		Kari Race	Wisconsin	9	90.0%	.435	.251	137
33		Jeff Frank	Indiana	10	100.0%	.322	.224	137
34		Jason Sterlacci	New Jersey	10	100.0%	.315	.185	137
35		Chris Miller	Kentucky	9	90.0%	.407	.268	135
36		Anthony Peek	Louisiana	10	100.0%	.312	.249	135
37		Sam Davis	Texas	10	100.0%	.305	.232	135
38		Tom Minard	Canada	10	100.0%	.302	.299	135
39		Theo Howe	United Kingdom	10	100.0%	.290	.269	135
40		Derek Martz	Illinois	9	90.0%	.421	.244	134
41		Stephen Morrison	Michigan	9	90.0%	.418	.223	134
42		Jack Van Nostrand	Canada	9	90.0%	.411	.194	133
43		Craig Moysey	Canada	9	90.0%	.403	.248	133
44		Frank Grabowski	Pennsylvania	10	100.0%	.290	.227	133
45		Chris Becker	Maryland	10	100.0%	.289	.226	133
46		Christine Irwin	Canada	10	100.0%	.280	.275	133
47		Randall Eng	New York	9	90.0%	.396	.260	132
48		Pranav Veluri	Indiana	9	90.0%	.396	.256	132
49		Arlo Lyle	Arkansas	9	90.0%	.393	.294	132
50		William Marshall	Alabama	9	90.0%	.390	.231	132
51		Tucker Warner	New York	9	90.0%	.384	.261	132
52		Candy Murphy	Virginia	10	100.0%	.271	.250	132
53		Harley Andrew	Wisconsin	9	90.0%	.386	.162	131
54		Shannon Jamison	Virginia	10	100.0%	.257	.289	131
55		Alex Schmidt	Pennsylvania	9	90.0%	.381	.150	130
56		Jason Hess	Texas	9	90.0%	.376	.154	130
57		Rahul Rao-Pothuraju	New York	10	100.0%	.269	.215	130
58		Lauren Cusitello	California	10	100.0%	.257	.215	129
59		Ryan Luptak	Illinois	10	100.0%	.256	.267	129
60		Michael Patison	Texas	10	100.0%	.242	.187	128
61		Elizabeth Chang	Washington	9	90.0%	.350	.262	127
62		Clifford Galiher	California	9	90.0%	.330	.287	127
63		Scott Aefsky	Massachusetts	9	90.0%	.354	.269	126
64		Aaron Dos Remedios	Canada	9	90.0%	.341	.225	126
65		Andy Kravis	New York	8	80.0%	.465	.234	125
66		Matthew LaMagna	Virginia	9	90.0%	.325	.260	125
67		Erik Nickels	California	10	100.0%	.225	.142	125
68		Akosua Asante	Canada	9	90.0%	.334	.215	124
69		Brian Lipinski	District of Columbia	9	90.0%	.325	.207	124
70		Greg Peterson	Illinois	9	90.0%	.315	.244	124
71		Steve Bahnaman	North Carolina	9	90.0%	.337	.298	123
72		Kenji Shimizu	Michigan	9	90.0%	.323	.187	123
73		Ozzie Fallick	California	9	90.0%	.312	.224	123
74		Jack Brounstein	Texas	9	90.0%	.308	.171	123
75		Jeremy Tsai	New Jersey	9	90.0%	.298	.265	122
76		Scott Oberstaedt	Virginia	9	90.0%	.315	.251	121
77		Ramapriya Rangaraju	Kentucky	9	90.0%	.302	.251	121
78		Jordan Brownstein	Virginia	9	90.0%	.295	.175	121
79		Patrick Carthy	Europe	9	90.0%	.290	.218	121
80		Stephen Ours	Virginia	10	100.0%	.212	.151	121
81		Christopher Parsons	Washington	10	100.0%	.191	.219	121
82		Kai Tang	Illinois	8	80.0%	.422	.240	120
83		Kevin Lei	Canada	9	90.0%	.295	.244	120
84		Lawrence Simon	New York	9	90.0%	.287	.262	120
85		Max Smiley	California	9	90.0%	.290	.188	119
86		Lauren Manton	Ohio	9	90.0%	.276	.251	119
87		Jason Serrano	New York	8	80.0%	.421	.237	118
88		Erik Christensen	Canada	8	80.0%	.405	.198	118
89		Dan Passner	New Jersey	10	100.0%	.156	.210	118
90		Stephen Liu	California	8	80.0%	.394	.254	117
91		Aiden Benshimol	Massachusetts	9	90.0%	.272	.197	117
92		Ryan Hemmel	California	10	100.0%	.173	.125	117
93		Paolo Pasco	California	8	80.0%	.382	.246	116
94		Omar Sajjad	California	8	80.0%	.382	.299	116
95		Andrew Fisher	United Kingdom	8	80.0%	.381	.199	116
96		Will Swygart	United Kingdom	8	80.0%	.371	.257	116
97		Tim Crockett	Washington	9	90.0%	.270	.188	116
98		Sean Doyle	Texas	9	90.0%	.266	.210	116
99		Paul Campbell	California	9	90.0%	.264	.198	116
100		Will Howells	United Kingdom	9	90.0%	.262	.215	116
101		Adam Sapa	Canada	9	90.0%	.258	.213	116
102		Danny Lardner	United Kingdom	9	90.0%	.257	.218	116
103		Garrison Page	Kentucky	9	90.0%	.252	.176	116
104		JinAh Kim	Virginia	9	90.0%	.242	.224	116
105		Robert Kilner	Ohio	10	100.0%	.151	.170	116
106		Seoan Webb	United Kingdom	8	80.0%	.370	.261	115
107		Henry Cafaro	Illinois	9	90.0%	.269	.223	115
108		John Kocsis	Virginia	9	90.0%	.256	.215	115
109		Alex Dzurick	Missouri	8	80.0%	.359	.289	114
110		Jacob O'Rourke	Missouri	9	90.0%	.236	.180	114
111		Elisabeth Evan	Ohio	8	80.0%	.373	.260	113
112		Brynn Jones	Alabama	8	80.0%	.364	.226	113
113		Anthony DiCarlo	California	8	80.0%	.341	.220	113
114		Andrew Foerster	North Carolina	9	90.0%	.250	.183	113
115		Michael Olson	Minnesota	9	90.0%	.239	.201	113
116		Myron Meyer	South Dakota	9	90.0%	.235	.225	113
117		Christian Wilson	New York	9	90.0%	.229	.195	113
118		Mike Malloy	Wisconsin	8	80.0%	.348	.257	112
119		Daniel DeFelippis	Europe	9	90.0%	.215	.231	112
120		Amy Whitelaw	Virginia	8	80.0%	.339	.268	111
121		Nolan Jones	Indiana	8	80.0%	.328	.210	111
122		David Cruickshank	United Kingdom	8	80.0%	.323	.243	111
123		Mitchell Rimerman	District of Columbia	8	80.0%	.321	.204	111
124		Sarah Whisenhunt	Virginia	9	90.0%	.231	.158	111
125		Cari Milowicki	Ohio	9	90.0%	.218	.257	111
126		Ned Tagtmeier	Illinois	9	90.0%	.211	.109	111
127		John Presloid	Ohio	9	90.0%	.210	.137	111
128		Jonathan Hunter	Florida	9	90.0%	.206	.256	111
129		William Neiswanger	Washington	10	100.0%	.116	.144	111
130		Kelly Rabin	Washington	8	80.0%	.324	.232	110
131		Tomás Aguilar-Fraga	California	8	80.0%	.319	.223	110
132		Quinn McGarry	Missouri	9	90.0%	.211	.111	110
133		Joshua Levit	Massachusetts	9	90.0%	.201	.228	110
134		Andrew Medlin	Louisiana	9	90.0%	.190	.194	109
135		Thomas Credeur	Louisiana	9	90.0%	.183	.219	109
136		Mick Reinhard	Pennsylvania	8	80.0%	.312	.238	108
137		Matthew Askins	Arizona	8	80.0%	.310	.155	108
138		Ryan Rosenberg	California	8	80.0%	.306	.250	108
139		Ryan Manton	Ohio	8	80.0%	.306	.261	108
140		Gerry Tansey	Missouri	8	80.0%	.292	.211	108
141		William Travis	Texas	8	80.0%	.304	.175	107
142		James Washick	South Carolina	8	80.0%	.300	.253	107
143		Matthew Marcus	Oregon	8	80.0%	.295	.248	107
144		Jenn Tulo	Virginia	9	90.0%	.182	.193	107
145		Michael Coates	Idaho	9	90.0%	.167	.159	107
146		Sean Calhoun	Iowa	9	90.0%	.166	.126	107
147		Nicholas Harrison	Canada	9	90.0%	.156	.204	107
148		Tony Chen	Canada	8	80.0%	.296	.218	106
149		Joey Goldman	United Kingdom	8	80.0%	.288	.200	106
150		Nate Kane	Arizona	8	80.0%	.285	.225	106
151		Hidehiro Anto	California	9	90.0%	.183	.153	106
152		Michael McPartland	United Kingdom	9	90.0%	.155	.240	106
153		Simon Sweeney	Pennsylvania	7	70.0%	.405	.288	105
154		Rachael Peters	Michigan	8	80.0%	.279	.205	105
155		Will Johnson	Virginia	8	80.0%	.279	.207	105
156		Ashwath Seetharaman	Texas	8	80.0%	.277	.191	105
157		Spencer Thrope	Middle East	8	80.0%	.277	.220	105
158		Jonathan Pinyan	New Jersey	9	90.0%	.152	.175	105
159		Jessie Cubilla	Canada	7	70.0%	.405	.268	104
160		Michael Arjona	Georgia	8	80.0%	.272	.240	104
161		Gwen Abrams	Nevada	8	80.0%	.271	.198	104
162		Steven Brown	Virginia	8	80.0%	.269	.199	104
163		Tracey Hickman	Oklahoma	8	80.0%	.266	.237	104
164		Daniel Feitel	District of Columbia	7	70.0%	.406	.202	103
165		Henry Blyth	Ohio	7	70.0%	.397	.283	103
166		Eric Li	Massachusetts	8	80.0%	.265	.225	103
167		Jessica Fleischer	Illinois	8	80.0%	.259	.202	103
168		Daniel Jude	California	8	80.0%	.251	.220	103
169		Jimmy Dunn	Michigan	8	80.0%	.250	.138	103
170		Kendall Plapp	New York	8	80.0%	.250	.223	103
171		James Kang	California	9	90.0%	.137	.146	103
172		Matt Smania	Michigan	8	80.0%	.265	.193	102
173		Sarah Benner	Ohio	8	80.0%	.253	.173	102
174		Stan Jastrzebski	Indiana	8	80.0%	.250	.239	102
175		Stephanie Perkins	Missouri	8	80.0%	.247	.205	102
176		David Kiang	Illinois	8	80.0%	.243	.140	102
177		Justin Dusaj	Michigan	8	80.0%	.238	.264	102
178		Josh Hill	Arkansas	9	90.0%	.146	.134	102
179		Nate Muckley	Illinois	9	90.0%	.118	.129	102
180		Cameron Williams	North Carolina	7	70.0%	.382	.227	101
181		Brad Williams	Wisconsin	8	80.0%	.234	.254	101
182		Eric Douglass	South Carolina	8	80.0%	.231	.178	101
183		Kenny Peskin	Virginia	8	80.0%	.226	.242	101
184		Ali Filipowicz	Virginia	7	70.0%	.364	.287	100
185		Julian Saddy	Canada	8	80.0%	.246	.194	100
186		Daniel White	Washington	7	70.0%	.359	.245	99
187		Matthew Hart	Minnesota	7	70.0%	.357	.220	99
188		John Riss	Illinois	7	70.0%	.347	.275	99
189		Kaberi Chakrabarty	Illinois	8	80.0%	.214	.195	99
190		Naveed Chowdhury	California	8	80.0%	.208	.163	99
191		Paul Villaluz	Nevada	8	80.0%	.209	.208	98
192		James Carberry	Louisiana	8	80.0%	.202	.295	98
193		Edward Sanfrey	Ohio	8	80.0%	.220	.189	97
194		Dibyo Haldar	Asia	8	80.0%	.192	.187	97
195		Michael Turner	South Carolina	7	70.0%	.320	.216	96
196		Chuck Yu	Maryland	8	80.0%	.189	.180	96
197		James Denning	Ohio	8	80.0%	.169	.200	96
198		Chauncey Lo	California	7	70.0%	.323	.212	95
199		Zoe Kaperonis	New York	7	70.0%	.317	.190	95
200		Dawson Owens	Ohio	8	80.0%	.193	.183	95
201		Abel Gilsing	Europe	8	80.0%	.190	.184	95
202		Alex Tabor	Virginia	8	80.0%	.185	.158	95
203		Jill Heink	Kentucky	8	80.0%	.182	.165	95
204		Andrew Almas	Canada	7	70.0%	.289	.226	94
205		Sheldon Wong	Illinois	8	80.0%	.164	.172	94
206		Jonathan Hugendubler	Maryland	8	80.0%	.154	.221	94
207		Andy Brown	Illinois	7	70.0%	.290	.212	93
208		Dan Puma	Illinois	7	70.0%	.286	.226	93
209		Evan Knox	North Carolina	8	80.0%	.147	.181	93
210		McKinnie Lee Sizemore	Florida	6	60.0%	.461	.199	92
211		David Edwards	Illinois	7	70.0%	.274	.231	92
212		Shauna McNally	Canada	7	70.0%	.256	.252	92
213		Deb Wells	Pennsylvania	8	80.0%	.125	.184	92
214		Bobb X. Ha	Texas	6	60.0%	.427	.273	91
215		Michael Shang	Maryland	7	70.0%	.254	.228	91
216		James E. Lasker	Texas	8	80.0%	.136	.156	91
217		Jason Lai	New York	8	80.0%	.133	.216	91
218		George Atendido	Minnesota	8	80.0%	.132	.154	91
219		Darrell Johnson	Arizona	7	70.0%	.253	.238	90
220		Mike Myers	California	7	70.0%	.250	.225	90
221		Raul Passement	Texas	7	70.0%	.253	.226	89
222		Natalie Schermer	Washington	7	70.0%	.238	.188	89
223		Kevin McCabe	Colorado	7	70.0%	.235	.188	89
224		Michael Kettler	Ohio	8	80.0%	.114	.145	89
225		Delano Barnes	Texas	8	80.0%	.089	.182	89
226		Lee Henry	Alabama	7	70.0%	.242	.231	88
227		Wesley Erpelding	Minnesota	7	70.0%	.226	.233	87
228		Deleena Simon	Michigan	6	60.0%	.369	.267	86
229		Nick Matchen	Illinois	6	60.0%	.359	.272	86
230		Victor Pavao	Massachusetts	7	70.0%	.219	.200	86
231		Losha Ndemeno-Tegomoh	Minnesota	7	70.0%	.214	.168	86
232		Michael Bentley	Washington	7	70.0%	.193	.217	86
233		Lars Melton	Virginia	6	60.0%	.357	.193	85
234		Harry White	Virginia	7	70.0%	.202	.151	85
235		Chris Hale	Virginia	7	70.0%	.187	.236	84
236		Mary Foley	Arizona	7	70.0%	.183	.242	84
237		Connor Teevens	Michigan	7	70.0%	.183	.241	84
238		Aaron Lichtig	Maryland	7	70.0%	.179	.143	84
239		Matthew Grieco	New York	6	60.0%	.306	.299	83
240		Siddharth Hariharan	Maryland	7	70.0%	.179	.136	83
241		Blake Andert	Minnesota	7	70.0%	.178	.171	83
242		Avery Strangstalien	Wisconsin	7	70.0%	.165	.135	83
243		Michael Joy	Michigan	7	70.0%	.152	.178	83
244		Jenna Hull	California	7	70.0%	.168	.135	82
245		Erik Eide	Canada	6	60.0%	.302	.236	81
246		Brian Morehouse	Connecticut	6	60.0%	.299	.191	81
247		Zane Placie	Georgia	7	70.0%	.145	.114	80
248		Andrey Goder	California	7	70.0%	.121	.153	80
249		Trevor Greissinger	Wisconsin	7	70.0%	.143	.157	78
250		Liz Fujita	Michigan	7	70.0%	.093	.141	78
251		Andrew Fanko	United Kingdom	5	50.0%	.420	.249	76
252		Kenneth Martin	Illinois	6	60.0%	.240	.201	76
253		Danielle Long	Illinois	6	60.0%	.217	.244	76
254		Jason Laabs	Minnesota	7	70.0%	.103	.087	76
255		Joe Nutter	Georgia	7	70.0%	.080	.105	76
256		Douglas Wilham	Kentucky	7	70.0%	.077	.170	76
257		Owen Cooper	Alabama	6	60.0%	.234	.257	75
258		Alexander Bandukwala	Illinois	6	60.0%	.208	.174	74
259		Jackson Todd	Georgia	6	60.0%	.204	.237	74
260		Ben Smith	Canada	6	60.0%	.223	.150	73
261		Mahit Karadigudda	California	6	60.0%	.174	.154	73
262		Tommy Segi	Ohio	7	70.0%	.045	.092	73
263		Benjamin Livingston	Minnesota	6	60.0%	.175	.139	72
264		Bryan Householder	Ohio	6	60.0%	.169	.162	71
265		Jessica Chellino	Florida	6	60.0%	.130	.122	68
266		Greg Garbee	Florida	5	50.0%	.280	.214	66
267		Dan Ni	New York	5	50.0%	.246	.272	63
268		Emily Fletcher	Texas	5	50.0%	.229	.172	63
269		Louis Johnson	Alabama	5	50.0%	.154	.112	58
270		Brian Hamilton	Oregon	4	40.0%	.345	.300	56
271		Connor Gozycki	North Carolina	5	50.0%	.146	.227	56
272		Brock Stephenson	Canada	5	50.0%	.123	.150	56
273		Susan Corbus	Illinois	5	50.0%	.007	.011	50
274		David Snoddon	Canada	4	40.0%	.171	.151	47
275		Padraig Finan	Washington	4	40.0%	.085	.231	43
276		Rikiya Cheaves	Florida	3	30.0%	.186	.262	35
277		Violet Hundt	Wisconsin	3	30.0%	.107	.170	33
278		Guan Tong Tay	Asia	0	0.0%	-1.000	.009	0

Celerity is the fraction of the question that had not been read at the time of a buzz (for which a correct answer was provided). 1.000 is an immediate buzz, .500 is an answer given halfway through the question in terms of time on the sound recording, and .000 is an answer given at the very end.