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2023 Popular Culture Week 47

Standings

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#	Awards	Player	Region	# Correct	% Correct	Average Correct Celerity	Std. Dev. Celerity	Score
1		Mike Malloy	Wisconsin	10	100.0%	.399	.308	148
2		Ryan Milowicki	Connecticut	10	100.0%	.392	.215	146
3		Charlie Fritz	Illinois	10	100.0%	.367	.162	143
4		Paolo Pasco	California	10	100.0%	.353	.096	141
5		Drew Scheeler	Ohio	10	100.0%	.350	.178	140
6		Andy Kravis	New York	10	100.0%	.325	.209	138
7		Daniel Chung	California	10	100.0%	.320	.210	138
8		Chris Miller	Kentucky	9	90.0%	.432	.221	137
9		Tucker Warner	New York	10	100.0%	.317	.140	136
10		Jack Brounstein	Texas	10	100.0%	.316	.270	136
11		Mark McDonald	Illinois	10	100.0%	.310	.206	135
12		Aiden Benshimol	Massachusetts	10	100.0%	.309	.270	135
13		Kenji Shimizu	Michigan	10	100.0%	.308	.206	135
14		Alex Schmidt	Pennsylvania	10	100.0%	.306	.239	135
15		Rahul Rao-Pothuraju	New York	10	100.0%	.298	.212	135
16		Jessica Fleischer	Illinois	10	100.0%	.291	.168	134
17		Greg Peterson	Illinois	9	90.0%	.386	.187	132
18		John Presloid	Ohio	10	100.0%	.274	.155	132
19		Christian Wilson	New York	10	100.0%	.274	.233	132
20		Derek Martz	Illinois	9	90.0%	.393	.245	131
21		Tomás Aguilar-Fraga	California	9	90.0%	.378	.088	131
22		Matthew LaMagna	Virginia	10	100.0%	.275	.263	131
23		Sofia Pralle	Washington	10	100.0%	.273	.118	131
24		Jason Sterlacci	New Jersey	10	100.0%	.277	.183	130
25		Lauren Manton	Ohio	10	100.0%	.277	.160	130
26		Sean Calhoun	Iowa	10	100.0%	.261	.163	130
27		Michael Patison	Texas	10	100.0%	.259	.281	130
28		Jack Rousseau	California	10	100.0%	.255	.251	130
29		Harley Andrew	Wisconsin	9	90.0%	.373	.208	129
30		Jack Wolverton	Missouri	9	90.0%	.358	.125	128
31		Daniel Ogburn	Virginia	9	90.0%	.353	.188	127
32		Jason Hess	Texas	9	90.0%	.349	.176	127
33		Naveed Chowdhury	California	9	90.0%	.348	.289	127
34		Mazin Omer	Massachusetts	9	90.0%	.345	.223	127
35		Myron Meyer	South Dakota	9	90.0%	.345	.297	127
36		Evan Nagler	New York	10	100.0%	.254	.152	127
37		Spencer Thrope	Middle East	10	100.0%	.242	.239	127
38		Amy Whitelaw	Virginia	10	100.0%	.239	.248	127
39		Nate Muckley	Illinois	10	100.0%	.235	.305	127
40		Tracey Hickman	Oklahoma	9	90.0%	.346	.263	126
41		Adam Escandell	Texas	9	90.0%	.344	.268	126
42		Jonathan Pinyan	New Jersey	8	80.0%	.472	.273	125
43		Clifford Galiher	California	9	90.0%	.341	.290	125
44		Erik Eide	Canada	9	90.0%	.332	.194	125
45		Bobb X. Ha	Texas	9	90.0%	.329	.170	124
46		Matthew Askins	Arizona	9	90.0%	.310	.193	124
47		Benjamin Kitchen	Colorado	9	90.0%	.317	.130	123
48		Lawrence Simon	New York	9	90.0%	.316	.209	123
49		Paul Campbell	California	10	100.0%	.224	.248	123
50		Tim Crockett	Washington	10	100.0%	.213	.253	123
51		Andrew Dupont	California	10	100.0%	.212	.198	123
52		Aaron Dos Remedios	Canada	10	100.0%	.209	.169	123
53		James Dowd	Hawaii	9	90.0%	.312	.153	122
54		Henry Blyth	Ohio	10	100.0%	.216	.157	122
55		Matthew Marcotte	California	9	90.0%	.309	.256	121
56		Jason Serrano	New York	9	90.0%	.306	.229	121
57		Brian Lipinski	District of Columbia	9	90.0%	.299	.252	121
58		Scott Aefsky	Massachusetts	9	90.0%	.287	.214	121
59		Alex Dzurick	Missouri	10	100.0%	.204	.152	121
60		Elisabeth Evan	Ohio	10	100.0%	.195	.176	121
61		Carlos Hernandez Fisher	Canada	8	80.0%	.417	.269	119
62		Steven Brown	Virginia	9	90.0%	.281	.162	119
63		Andy Brown	Illinois	9	90.0%	.275	.113	119
64		Jeff Frank	Indiana	9	90.0%	.273	.255	119
65		Nate Kane	Arizona	9	90.0%	.278	.261	118
66		David Kiang	Illinois	9	90.0%	.277	.271	118
67		Dan Puma	Illinois	9	90.0%	.277	.188	118
68		Anthony Peek	Louisiana	9	90.0%	.275	.168	118
69		Jack Van Nostrand	Canada	9	90.0%	.270	.246	118
70		Randall Eng	New York	9	90.0%	.263	.320	117
71		John Lance	Colorado	10	100.0%	.166	.153	117
72		Kendall Plapp	New York	9	90.0%	.265	.155	116
73		Alec Chao	District of Columbia	9	90.0%	.264	.134	116
74		Dillon Edwards	Wisconsin	9	90.0%	.257	.175	116
75		Lee Henry	Alabama	9	90.0%	.248	.283	116
76		Andrew Medlin	Louisiana	10	100.0%	.159	.174	116
77		Erik Nickels	California	9	90.0%	.261	.183	115
78		Michael Coates	Idaho	9	90.0%	.255	.244	115
79		Jenna Hull	California	9	90.0%	.249	.138	115
80		Will Johnson	Virginia	9	90.0%	.246	.156	115
81		Finn Bender	Wisconsin	9	90.0%	.245	.194	115
82		Sam Davis	Texas	9	90.0%	.244	.163	115
83		Jordan Brownstein	Virginia	9	90.0%	.243	.218	115
84		Mike Myers	California	8	80.0%	.375	.282	114
85		Daniel Feitel	District of Columbia	8	80.0%	.357	.204	114
86		Will Swygart	United Kingdom	9	90.0%	.256	.194	114
87		Christine Irwin	Canada	9	90.0%	.236	.144	114
88		Jason Palmer	Ohio	9	90.0%	.230	.215	114
89		Christopher Parsons	Washington	10	100.0%	.140	.137	114
90		Scott Latchem	California	9	90.0%	.233	.266	113
91		Harry White	Virginia	9	90.0%	.231	.296	113
92		Kane Keller	Louisiana	9	90.0%	.218	.233	113
93		William Travis	Texas	8	80.0%	.363	.197	112
94		Joseph Langas	Texas	9	90.0%	.230	.165	112
95		Michael Olson	Minnesota	9	90.0%	.224	.253	112
96		Ozzie Fallick	California	9	90.0%	.216	.181	112
97		Omar Sajjad	California	8	80.0%	.328	.280	111
98		Ali Filipowicz	Virginia	9	90.0%	.222	.145	111
99		Jesse Tow	Illinois	9	90.0%	.221	.205	111
100		Stan Jastrzebski	Indiana	9	90.0%	.216	.166	111
101		Sarah Whisenhunt	Virginia	9	90.0%	.214	.117	111
102		Erik Christensen	Canada	8	80.0%	.329	.248	110
103		McKinnie Lee Sizemore	Florida	9	90.0%	.210	.205	110
104		Chris Becker	Maryland	9	90.0%	.190	.246	110
105		Chris Ottolino	Missouri	8	80.0%	.328	.291	109
106		Stephen Liu	California	8	80.0%	.312	.282	109
107		Brynn Jones	Alabama	9	90.0%	.196	.115	109
108		William Neiswanger	Washington	10	100.0%	.107	.110	109
109		John Kocsis	Virginia	9	90.0%	.199	.215	108
110		Adam Sapa	Canada	9	90.0%	.193	.150	108
111		Daniel DeFelippis	Europe	9	90.0%	.175	.193	108
112		Lynn Yu	California	8	80.0%	.282	.223	107
113		Anthony DiCarlo	California	9	90.0%	.167	.230	107
114		Nora Denning	Ohio	8	80.0%	.275	.289	106
115		Frank Grabowski	Pennsylvania	9	90.0%	.172	.160	106
116		Tom Minard	Canada	9	90.0%	.166	.134	106
117		Darren Petrosino	New Jersey	9	90.0%	.161	.178	106
118		John Riss	Illinois	9	90.0%	.160	.237	106
119		Michael McPartland	United Kingdom	9	90.0%	.153	.187	106
120		Parth Jagtap	Canada	7	70.0%	.428	.224	105
121		Jessie Cubilla	Canada	8	80.0%	.285	.166	105
122		Liam Buck	Minnesota	8	80.0%	.275	.209	105
123		Daniel Jude	California	8	80.0%	.271	.181	105
124		Max Smiley	California	9	90.0%	.168	.223	105
125		Tommy Segi	Ohio	10	100.0%	.066	.068	105
126		Alex Paskevicius	Canada	10	100.0%	.061	.103	105
127		Deleena Simon	Michigan	8	80.0%	.258	.177	104
128		Kyle Kahan	California	8	80.0%	.254	.231	104
129		Zoe Kaperonis	New York	9	90.0%	.148	.176	104
130		Devon Edwards	New York	7	70.0%	.399	.240	103
131		Ned Tagtmeier	Illinois	7	70.0%	.387	.181	103
132		Jill Heink	Kentucky	8	80.0%	.258	.297	103
133		Garrison Page	Kentucky	8	80.0%	.252	.214	103
134		Gail Celio	Minnesota	8	80.0%	.251	.263	103
135		Kevin Lei	Canada	8	80.0%	.247	.177	103
136		Michael Bentley	Washington	8	80.0%	.239	.231	103
137		Kevin McCabe	Colorado	9	90.0%	.135	.181	103
138		Theo Howe	United Kingdom	8	80.0%	.250	.164	102
139		Michael Turner	South Carolina	9	90.0%	.139	.176	102
140		Stephanie Perkins	Missouri	9	90.0%	.117	.133	102
141		Matt Smania	Michigan	8	80.0%	.252	.215	101
142		Trevor Greissinger	Wisconsin	8	80.0%	.246	.244	101
143		Deb Wells	Pennsylvania	8	80.0%	.246	.227	101
144		Andy Rossitch	Georgia	8	80.0%	.236	.229	101
145		Radu Popescu	Canada	8	80.0%	.223	.204	101
146		Tyler Berry	Canada	9	90.0%	.117	.113	101
147		Robert Kilner	Ohio	9	90.0%	.114	.152	101
148		Ashwath Seetharaman	Texas	8	80.0%	.219	.147	100
149		Tristan Clarke	Arizona	8	80.0%	.217	.236	100
150		Kent Buxton	Maryland	8	80.0%	.217	.171	100
151		John Petrovich	Indiana	8	80.0%	.212	.210	100
152		Chris Hale	Virginia	9	90.0%	.126	.102	100
153		Michael Kettler	Ohio	9	90.0%	.100	.201	100
154		Henry Cafaro	Illinois	7	70.0%	.341	.328	99
155		Christopher Vuong	Louisiana	9	90.0%	.119	.105	99
156		Ramapriya Rangaraju	Kentucky	7	70.0%	.338	.145	98
157		Stephen Morrison	Michigan	7	70.0%	.336	.182	98
158		Jimmy Dunn	Michigan	7	70.0%	.336	.260	98
159		Brad Williams	Wisconsin	7	70.0%	.334	.306	98
160		Matthew Marcus	Oregon	8	80.0%	.218	.181	98
161		Chris Abrams	Nevada	8	80.0%	.213	.160	98
162		Lars Melton	Virginia	8	80.0%	.207	.155	98
163		Dibyo Haldar	Asia	8	80.0%	.191	.185	98
164		Julian Saddy	Canada	9	90.0%	.108	.084	98
165		Ben Smith	Canada	9	90.0%	.098	.134	98
166		James Carberry	Louisiana	9	90.0%	.092	.097	98
167		Mitchell Rimerman	District of Columbia	7	70.0%	.333	.234	97
168		James Washick	South Carolina	7	70.0%	.330	.294	97
169		Benjamin Livingston	Minnesota	7	70.0%	.328	.294	97
170		Steve Bahnaman	North Carolina	8	80.0%	.199	.158	97
171		Michael Arjona	Georgia	8	80.0%	.199	.152	97
172		Chauncey Lo	California	9	90.0%	.108	.080	97
173		Natalie Schermer	Washington	9	90.0%	.080	.086	97
174		Sarah Benner	Ohio	8	80.0%	.202	.139	96
175		Reesa Wiggins	Wisconsin	9	90.0%	.076	.084	96
176		Mick Reinhard	Pennsylvania	7	70.0%	.317	.280	95
177		Jacob O'Rourke	Missouri	8	80.0%	.185	.187	95
178		Darrell Johnson	Arizona	8	80.0%	.176	.158	95
179		Thomas Credeur	Louisiana	8	80.0%	.175	.237	95
180		JinAh Kim	Virginia	8	80.0%	.167	.155	95
181		Kai Tang	Illinois	7	70.0%	.312	.304	94
182		Kari Race	Wisconsin	7	70.0%	.300	.199	94
183		Nick Matchen	Illinois	8	80.0%	.167	.117	94
184		Matt Rossitch	Georgia	9	90.0%	.061	.072	94
185		Arlo Lyle	Arkansas	7	70.0%	.304	.289	93
186		Owen Cooper	Alabama	7	70.0%	.280	.369	93
187		Shao-Yun Guo	Illinois	8	80.0%	.160	.253	93
188		Spencer Brown	Virginia	8	80.0%	.154	.122	93
189		Danielle Long	Illinois	7	70.0%	.287	.164	92
190		Matt Coleman	Washington	8	80.0%	.140	.173	92
191		Delano Barnes	Texas	7	70.0%	.250	.262	91
192		Joe Nutter	Georgia	8	80.0%	.142	.116	91
193		Talia Fan	Canada	7	70.0%	.252	.144	90
194		Jackson Todd	Georgia	7	70.0%	.250	.209	90
195		Michael Shang	Maryland	8	80.0%	.126	.109	90
196		Jenn Tulo	Virginia	8	80.0%	.118	.138	90
197		Shauna McNally	Canada	8	80.0%	.116	.248	90
198		Cameron Williams	North Carolina	8	80.0%	.106	.155	90
199		Craig Moysey	Canada	6	60.0%	.420	.234	89
200		Ryan Luptak	Illinois	7	70.0%	.251	.236	89
201		Jonathan Hunter	Florida	7	70.0%	.247	.264	89
202		Raul Passement	Texas	7	70.0%	.242	.247	89
203		Samuel McCoy	Pennsylvania	7	70.0%	.226	.255	89
204		Evan Knox	North Carolina	8	80.0%	.128	.106	89
205		Andrey Goder	California	8	80.0%	.101	.146	89
206		Matthew Grieco	New York	7	70.0%	.218	.244	88
207		Kelly Rabin	Washington	7	70.0%	.212	.145	88
208		Brian Hamilton	Oregon	8	80.0%	.135	.097	88
209		Ryan Hemmel	California	8	80.0%	.122	.105	88
210		Andrew Foerster	North Carolina	8	80.0%	.109	.138	88
211		Stacy Bridgette	West Virginia	8	80.0%	.091	.152	88
212		James Denning	Ohio	7	70.0%	.209	.214	87
213		Jeremy Tsai	New Jersey	7	70.0%	.208	.151	87
214		Alexander Bandukwala	Illinois	8	80.0%	.085	.119	87
215		Jason Lai	New York	8	80.0%	.081	.158	87
216		Wesley Erpelding	Minnesota	7	70.0%	.225	.242	86
217		Akosua Asante	Canada	7	70.0%	.211	.129	86
218		George Atendido	Minnesota	7	70.0%	.198	.250	86
219		Chuck Yu	Maryland	7	70.0%	.207	.145	85
220		Ewan Munro	Australia & Oceania	7	70.0%	.188	.190	85
221		Josh Hill	Arkansas	8	80.0%	.083	.084	85
222		Stephen Ours	Virginia	7	70.0%	.200	.172	84
223		Ben Dillon	Indiana	7	70.0%	.175	.231	84
224		Brian Morehouse	Connecticut	7	70.0%	.167	.278	84
225		Kenny Peskin	Virginia	6	60.0%	.328	.322	83
226		David Edwards	Illinois	7	70.0%	.184	.152	83
227		Avery Strangstalien	Wisconsin	7	70.0%	.176	.159	83
228		Jack Garrison	Ohio	7	70.0%	.176	.121	83
229		Dawson Owens	Ohio	7	70.0%	.165	.162	83
230		Sarah Baxendell	Virginia	7	70.0%	.165	.226	83
231		Liz Fujita	Michigan	8	80.0%	.037	.130	83
232		Gerry Tansey	Missouri	6	60.0%	.324	.308	82
233		Nicholas Harrison	Canada	7	70.0%	.170	.136	82
234		Michael Joy	Michigan	7	70.0%	.148	.215	82
235		Siddharth Hariharan	Maryland	7	70.0%	.161	.107	81
236		Simon Sweeney	Pennsylvania	6	60.0%	.302	.196	80
237		Elizabeth Chang	Washington	6	60.0%	.294	.256	80
238		Cody Donahue	Mississippi	7	70.0%	.170	.213	80
239		Gwen Abrams	Nevada	7	70.0%	.151	.144	80
240		Quinn McGarry	Missouri	7	70.0%	.150	.132	80
241		Carson Blaney	Illinois	7	70.0%	.144	.195	80
242		Brock Stephenson	Canada	7	70.0%	.137	.223	79
243		Ben Tuxhorn	Illinois	7	70.0%	.135	.139	79
244		Losha Ndemeno-Tegomoh	Minnesota	7	70.0%	.117	.075	79
245		Mary Foley	Arizona	7	70.0%	.115	.091	79
246		Will Howells	United Kingdom	6	60.0%	.266	.182	78
247		Sinecio Morales	Maryland	7	70.0%	.130	.229	78
248		Jason Laabs	Minnesota	7	70.0%	.124	.236	78
249		David Cruickshank	United Kingdom	6	60.0%	.267	.166	77
250		James E. Lasker	Texas	7	70.0%	.122	.135	77
251		Joey Goldman	United Kingdom	6	60.0%	.246	.201	76
252		Connor Teevens	Michigan	6	60.0%	.240	.153	75
253		Greg Garbee	Florida	6	60.0%	.231	.192	75
254		Steve Charnick	New Jersey	7	70.0%	.088	.135	75
255		Jonathan Hugendubler	Maryland	7	70.0%	.087	.081	74
256		Joshua Levit	Massachusetts	7	70.0%	.087	.123	74
257		Emily Fletcher	Texas	5	50.0%	.390	.215	73
258		Danny Lardner	United Kingdom	6	60.0%	.208	.162	73
259		Bryan Householder	Ohio	7	70.0%	.059	.073	73
260		Molly Risley	Tennessee	7	70.0%	.049	.092	73
261		Nora Elder	Illinois	7	70.0%	.048	.092	73
262		Shannon Jamison	Virginia	6	60.0%	.198	.167	72
263		Aaron Lichtig	Maryland	6	60.0%	.187	.212	72
264		Louis Johnson	Alabama	6	60.0%	.159	.247	71
265		Paul Villaluz	Nevada	7	70.0%	.040	.212	70
266		Nathan Hamer	United Kingdom	6	60.0%	.143	.152	69
267		Andrew Fisher	United Kingdom	6	60.0%	.146	.182	68
268		Andrew Almas	Canada	6	60.0%	.108	.126	67
269		Christopher Harris	Texas	6	60.0%	.122	.102	66
270		Sheldon Wong	Illinois	6	60.0%	.102	.125	66
271		Zane Placie	Georgia	6	60.0%	.095	.105	65
272		Daniel White	Washington	5	50.0%	.254	.222	64
273		Valerie Ogonor	Georgia	6	60.0%	.080	.073	64
274		Arjun Sivakumar	California	5	50.0%	.235	.196	63
275		Victor Pavao	Massachusetts	5	50.0%	.228	.209	62
276		Rebecca May	Alabama	6	60.0%	.000	.000	60
277		Eric Douglass	South Carolina	4	40.0%	.356	.351	56
278		Andrew Fanko	United Kingdom	5	50.0%	.130	.087	56
279		Tony Chen	Canada	5	50.0%	.111	.136	55
280		Abel Gilsing	Europe	5	50.0%	.092	.062	54
281		Curtis Roselle	Illinois	5	50.0%	.084	.080	52
282		Ben Stalets	Illinois	5	50.0%	.055	.071	52
283		Peter Donarum	Maryland	5	50.0%	.037	.058	52
284		David Snoddon	Canada	4	40.0%	.222	.221	50
285		Holden Nichols	Illinois	5	50.0%	.026	.028	50
286		Max Perrin	Illinois	4	40.0%	.167	.200	48
287		Dan Ni	New York	4	40.0%	.081	.267	43
288		Owen McCoy	Illinois	3	30.0%	.264	.276	40
289		Luke Gribbins	Illinois	3	30.0%	.084	.146	31
290		Susan Corbus	Illinois	3	30.0%	.042	.042	31
291		Guan Tong Tay	Asia	0	0.0%	-1.000	.008	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.