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2023 Popular Culture Week 45

Standings

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#	Awards	Player	Region	# Correct	% Correct	Average Correct Celerity	Std. Dev. Celerity	Score
1		Matthew Marcotte	California	10	100.0%	.411	.266	149
2		Tracey Hickman	Oklahoma	10	100.0%	.394	.272	147
3		Alex Schmidt	Pennsylvania	10	100.0%	.391	.268	144
4		Derek Martz	Illinois	10	100.0%	.372	.253	144
5		Stephen Morrison	Michigan	10	100.0%	.370	.252	144
6		Scott Latchem	California	10	100.0%	.365	.220	143
7		Greg Peterson	Illinois	10	100.0%	.354	.288	142
8		Paul Campbell	California	10	100.0%	.368	.288	140
9		Jimmy Dunn	Michigan	10	100.0%	.319	.269	140
10		Drew Scheeler	Ohio	9	90.0%	.441	.264	137
11		William Marshall	Alabama	10	100.0%	.318	.231	137
12		Nate Muckley	Illinois	10	100.0%	.312	.258	136
13		Chris Miller	Kentucky	10	100.0%	.297	.252	135
14		Jack Brounstein	Texas	9	90.0%	.419	.258	133
15		Andy Kravis	New York	9	90.0%	.410	.244	133
16		Ramapriya Rangaraju	Kentucky	9	90.0%	.395	.213	131
17		Mark Morris	Alabama	10	100.0%	.265	.278	131
18		Andrew Dupont	California	9	90.0%	.395	.200	130
19		Jason Hess	Texas	9	90.0%	.386	.267	129
20		Dan Puma	Illinois	9	90.0%	.379	.237	129
21		Craig Moysey	Canada	9	90.0%	.374	.206	129
22		Ryan Milowicki	Connecticut	9	90.0%	.373	.277	128
23		Adam Escandell	Texas	9	90.0%	.346	.219	127
24		Rahul Rao-Pothuraju	New York	9	90.0%	.337	.204	126
25		Jason Serrano	New York	9	90.0%	.349	.258	125
26		Benjamin Kitchen	Colorado	9	90.0%	.343	.310	125
27		James Dowd	Hawaii	9	90.0%	.335	.290	125
28		Frank Grabowski	Pennsylvania	9	90.0%	.330	.259	124
29		Jason Sterlacci	New Jersey	10	100.0%	.219	.220	124
30		Ryan Manton	Ohio	10	100.0%	.215	.249	124
31		Scott Aefsky	Massachusetts	9	90.0%	.330	.270	123
32		John Riss	Illinois	9	90.0%	.318	.247	123
33		Clifford Galiher	California	9	90.0%	.316	.251	123
34		Tomás Aguilar-Fraga	California	9	90.0%	.313	.290	123
35		Alec Chao	District of Columbia	10	100.0%	.215	.302	123
36		Dibyo Haldar	Asia	10	100.0%	.195	.187	123
37		Steven Brown	Virginia	9	90.0%	.323	.227	122
38		Jack Wolverton	Missouri	9	90.0%	.317	.199	122
39		Tim Crockett	Washington	9	90.0%	.315	.189	122
40		Steve Bahnaman	North Carolina	9	90.0%	.309	.265	122
41		Theo Howe	United Kingdom	8	80.0%	.421	.311	121
42		Brian Lipinski	District of Columbia	9	90.0%	.303	.274	121
43		Jeff Frank	Indiana	9	90.0%	.299	.256	121
44		Jack Van Nostrand	Canada	7	70.0%	.603	.322	120
45		Seoan Webb	United Kingdom	8	80.0%	.431	.271	120
46		McKinnie Lee Sizemore	Florida	8	80.0%	.398	.309	120
47		Matthew Marcus	Oregon	10	100.0%	.188	.208	120
48		Jenn Tulo	Virginia	9	90.0%	.279	.257	119
49		Mike Malloy	Wisconsin	9	90.0%	.275	.255	119
50		Jack Rousseau	California	8	80.0%	.407	.260	118
51		Charlie Fritz	Illinois	8	80.0%	.403	.241	118
52		Joseph Langas	Texas	9	90.0%	.268	.223	118
53		Randall Eng	New York	9	90.0%	.264	.254	118
54		John Presloid	Ohio	9	90.0%	.261	.268	118
55		Nicholas Harrison	Canada	10	100.0%	.165	.214	118
56		Harley Andrew	Wisconsin	8	80.0%	.391	.219	117
57		Jesse Tow	Illinois	9	90.0%	.258	.251	117
58		Kyle Kahan	California	9	90.0%	.254	.199	117
59		Julian Saddy	Canada	9	90.0%	.259	.219	116
60		Gerry Tansey	Missouri	9	90.0%	.253	.196	116
61		Mike Myers	California	9	90.0%	.247	.217	116
62		Kari Race	Wisconsin	8	80.0%	.380	.305	115
63		Sarah Whisenhunt	Virginia	8	80.0%	.375	.308	115
64		Carlos Hernandez Fisher	Canada	7	70.0%	.513	.168	114
65		Mazin Omer	Massachusetts	8	80.0%	.372	.216	114
66		Stephanie Perkins	Missouri	8	80.0%	.358	.305	114
67		Ryan Hemmel	California	9	90.0%	.250	.217	114
68		Joey Goldman	United Kingdom	9	90.0%	.249	.279	114
69		Sean Calhoun	Iowa	9	90.0%	.246	.251	114
70		Alex Dzurick	Missouri	9	90.0%	.239	.297	114
71		Mark McDonald	Illinois	8	80.0%	.358	.221	113
72		Paolo Pasco	California	8	80.0%	.352	.235	113
73		Akosua Asante	Canada	8	80.0%	.345	.233	113
74		Daniel Feitel	District of Columbia	8	80.0%	.333	.248	113
75		Elizabeth Chang	Washington	9	90.0%	.234	.181	113
76		Dillon Edwards	Wisconsin	9	90.0%	.227	.201	113
77		Finn Bender	Wisconsin	9	90.0%	.224	.187	113
78		Lauren Manton	Ohio	8	80.0%	.354	.281	112
79		Anthony DiCarlo	California	8	80.0%	.351	.233	112
80		Jessie Cubilla	Canada	8	80.0%	.337	.268	112
81		Tyler Berry	Canada	8	80.0%	.332	.264	112
82		Chris Becker	Maryland	9	90.0%	.217	.210	112
83		Deleena Simon	Michigan	9	90.0%	.210	.180	112
84		Stan Jastrzebski	Indiana	8	80.0%	.332	.289	111
85		Daniel DeFelippis	Europe	9	90.0%	.217	.227	111
86		Patrick Carthy	Europe	8	80.0%	.345	.254	110
87		Kane Keller	Louisiana	10	100.0%	.106	.112	110
88		Radu Popescu	Canada	8	80.0%	.324	.270	109
89		William Neiswanger	Washington	8	80.0%	.324	.320	109
90		Omar Sajjad	California	8	80.0%	.319	.295	109
91		Arlo Lyle	Arkansas	8	80.0%	.312	.258	109
92		Nora Denning	Ohio	8	80.0%	.304	.293	109
93		Chris Abrams	Nevada	9	90.0%	.205	.208	109
94		Michael McPartland	United Kingdom	9	90.0%	.192	.223	109
95		Christine Irwin	Canada	8	80.0%	.317	.237	108
96		Kendall Plapp	New York	8	80.0%	.316	.278	108
97		Dan Passner	New Jersey	8	80.0%	.307	.223	108
98		Brynn Jones	Alabama	8	80.0%	.305	.265	108
99		Darren Petrosino	New Jersey	8	80.0%	.302	.208	108
100		Jeremy Tsai	New Jersey	8	80.0%	.299	.283	108
101		Elisabeth Evan	Ohio	8	80.0%	.291	.302	107
102		Chris Ottolino	Missouri	7	70.0%	.440	.284	106
103		Jordan Brownstein	Virginia	8	80.0%	.296	.222	106
104		Michael Bentley	Washington	8	80.0%	.274	.273	106
105		Ryan Luptak	Illinois	9	90.0%	.168	.209	106
106		Ali Filipowicz	Virginia	7	70.0%	.419	.271	105
107		Andrew Almas	Canada	8	80.0%	.262	.294	105
108		Candy Murphy	Virginia	9	90.0%	.165	.167	105
109		Matthew Askins	Arizona	9	90.0%	.147	.196	105
110		Myron Meyer	South Dakota	7	70.0%	.419	.299	104
111		Andrew Fisher	United Kingdom	8	80.0%	.272	.180	104
112		Anthony Peek	Louisiana	8	80.0%	.265	.186	104
113		Erik Nickels	California	8	80.0%	.262	.222	104
114		John Kocsis	Virginia	8	80.0%	.262	.224	103
115		Adam Sapa	Canada	8	80.0%	.248	.203	103
116		Arjun Sivakumar	California	8	80.0%	.237	.238	103
117		Shannon Jamison	Virginia	8	80.0%	.270	.236	102
118		Zoe Kaperonis	New York	8	80.0%	.268	.291	102
119		Sean Doyle	Texas	8	80.0%	.245	.129	102
120		Jenna Hull	California	8	80.0%	.241	.205	102
121		Rachael Peters	Michigan	9	90.0%	.120	.204	102
122		Henry Blyth	Ohio	7	70.0%	.379	.281	101
123		Will Swygart	United Kingdom	7	70.0%	.368	.340	101
124		Ben Smith	Canada	8	80.0%	.234	.245	101
125		Michael Patison	Texas	8	80.0%	.231	.242	101
126		Max Smiley	California	8	80.0%	.229	.185	101
127		Tucker Warner	New York	7	70.0%	.371	.275	100
128		Darrell Johnson	Arizona	7	70.0%	.367	.291	100
129		Erik Christensen	Canada	7	70.0%	.366	.295	100
130		David Kiang	Illinois	7	70.0%	.357	.234	100
131		Matthew LaMagna	Virginia	7	70.0%	.352	.281	100
132		Danny Lardner	United Kingdom	8	80.0%	.222	.246	100
133		Evan Knox	North Carolina	8	80.0%	.218	.236	100
134		Ashwath Seetharaman	Texas	8	80.0%	.213	.232	100
135		Alex Paskevicius	Canada	9	90.0%	.109	.134	100
136		Kenji Shimizu	Michigan	7	70.0%	.358	.302	99
137		Tom Minard	Canada	7	70.0%	.347	.297	99
138		Gail Celio	Minnesota	8	80.0%	.222	.199	99
139		Michael Olson	Minnesota	8	80.0%	.218	.274	99
140		Brad Williams	Wisconsin	7	70.0%	.348	.266	98
141		Daniel Jude	California	8	80.0%	.221	.266	98
142		Matt Smania	Michigan	8	80.0%	.207	.170	98
143		Jill Heink	Kentucky	8	80.0%	.200	.209	98
144		Erik Eide	Canada	7	70.0%	.337	.246	97
145		Amy Whitelaw	Virginia	7	70.0%	.329	.237	97
146		Mick Reinhard	Pennsylvania	7	70.0%	.322	.312	97
147		Devon Edwards	New York	7	70.0%	.322	.303	97
148		Trevor Greissinger	Wisconsin	8	80.0%	.198	.183	97
149		Deb Wells	Pennsylvania	8	80.0%	.191	.186	97
150		Daniel Ogburn	Virginia	8	80.0%	.186	.185	96
151		James Denning	Ohio	9	90.0%	.060	.116	96
152		Robert Kilner	Ohio	7	70.0%	.330	.211	95
153		Chris Hale	Virginia	7	70.0%	.317	.285	95
154		William Travis	Texas	7	70.0%	.310	.257	95
155		David Edwards	Illinois	7	70.0%	.308	.260	95
156		Lawrence Simon	New York	7	70.0%	.307	.221	95
157		Owen Cooper	Alabama	6	60.0%	.493	.290	94
158		Simon Sweeney	Pennsylvania	7	70.0%	.286	.262	94
159		Paul Villaluz	Nevada	8	80.0%	.155	.171	94
160		Shauna McNally	Canada	8	80.0%	.147	.185	94
161		Benjamin Livingston	Minnesota	7	70.0%	.300	.238	93
162		Lars Melton	Virginia	7	70.0%	.293	.246	93
163		Ewan Munro	Australia & Oceania	7	70.0%	.278	.342	93
164		Andrew Foerster	North Carolina	7	70.0%	.259	.209	93
165		Will Johnson	Virginia	7	70.0%	.293	.320	92
166		Suwanna Blakey	Florida	7	70.0%	.268	.242	91
167		Harry White	Virginia	6	60.0%	.438	.330	90
168		Aiden Benshimol	Massachusetts	7	70.0%	.254	.228	90
169		Kevin McCabe	Colorado	8	80.0%	.106	.225	90
170		Jonathan Pinyan	New Jersey	6	60.0%	.406	.261	89
171		Eric Douglass	South Carolina	7	70.0%	.256	.239	89
172		Avery Strangstalien	Wisconsin	7	70.0%	.236	.260	89
173		Andrey Goder	California	8	80.0%	.117	.149	89
174		Jonathan Hugendubler	Maryland	8	80.0%	.116	.175	88
175		David Cruickshank	United Kingdom	7	70.0%	.236	.237	87
176		Andy Rossitch	Georgia	7	70.0%	.220	.208	87
177		Andrew Medlin	Louisiana	7	70.0%	.214	.172	86
178		Michael Turner	South Carolina	6	60.0%	.372	.317	85
179		Michael Arjona	Georgia	7	70.0%	.200	.206	85
180		Christian Wilson	New York	7	70.0%	.199	.175	85
181		Nick Matchen	Illinois	6	60.0%	.348	.263	84
182		Joshua Levit	Massachusetts	7	70.0%	.188	.233	84
183		Bobb X. Ha	Texas	5	50.0%	.539	.158	83
184		Stephen Ours	Virginia	6	60.0%	.337	.285	83
185		Aaron Dos Remedios	Canada	6	60.0%	.329	.293	83
186		James Washick	South Carolina	6	60.0%	.327	.236	83
187		Jack Garrison	Ohio	7	70.0%	.202	.257	83
188		Matt Coleman	Washington	7	70.0%	.198	.220	83
189		Henry Cafaro	Illinois	7	70.0%	.189	.221	83
190		Greg Garbee	Florida	7	70.0%	.187	.163	83
191		Jonathan Hunter	Florida	7	70.0%	.181	.189	83
192		Jason Laabs	Minnesota	7	70.0%	.162	.204	83
193		Michael Coates	Idaho	6	60.0%	.308	.308	82
194		Daniel White	Washington	7	70.0%	.178	.154	82
195		Michael Joy	Michigan	7	70.0%	.161	.165	82
196		Matt Rossitch	Georgia	8	80.0%	.044	.049	82
197		Nate Kane	Arizona	6	60.0%	.317	.204	81
198		Suna Tabag	Illinois	6	60.0%	.297	.234	80
199		Quinn McGarry	Missouri	6	60.0%	.297	.197	80
200		Garrison Page	Kentucky	7	70.0%	.158	.190	80
201		Lynn Yu	California	7	70.0%	.122	.194	80
202		Tony Chen	Canada	6	60.0%	.288	.241	79
203		Chauncey Lo	California	7	70.0%	.148	.238	79
204		Jessica Fleischer	Illinois	7	70.0%	.131	.151	79
205		Will Howells	United Kingdom	6	60.0%	.275	.243	78
206		Jacob O'Rourke	Missouri	6	60.0%	.263	.223	78
207		JinAh Kim	Virginia	6	60.0%	.261	.297	78
208		James Carberry	Louisiana	6	60.0%	.257	.348	78
209		Zane Placie	Georgia	7	70.0%	.121	.155	78
210		Jackson Todd	Georgia	6	60.0%	.242	.308	76
211		James E. Lasker	Texas	6	60.0%	.242	.224	76
212		Brian Morehouse	Connecticut	6	60.0%	.227	.281	76
213		Talia Fan	Canada	5	50.0%	.414	.293	75
214		Michael Shang	Maryland	6	60.0%	.227	.245	75
215		Siddharth Hariharan	Maryland	7	70.0%	.094	.162	75
216		Sarah Benner	Ohio	6	60.0%	.232	.195	74
217		Kelly Rabin	Washington	6	60.0%	.225	.278	74
218		Ben Dillon	Indiana	6	60.0%	.221	.217	74
219		John Petrovich	Indiana	6	60.0%	.219	.157	74
220		Natalie Schermer	Washington	6	60.0%	.218	.202	74
221		Emily Fletcher	Texas	6	60.0%	.214	.234	74
222		Liam Buck	Minnesota	6	60.0%	.213	.267	74
223		Jason Palmer	Ohio	6	60.0%	.212	.200	74
224		Connor Teevens	Michigan	6	60.0%	.206	.206	74
225		Samuel McCoy	Pennsylvania	5	50.0%	.393	.215	73
226		Cari Milowicki	Ohio	5	50.0%	.390	.282	73
227		Tommy Segi	Ohio	6	60.0%	.215	.173	73
228		Christopher Parsons	Washington	6	60.0%	.210	.151	72
229		Steve Charnick	New Jersey	6	60.0%	.184	.272	72
230		Molly Risley	Tennessee	6	60.0%	.174	.153	72
231		Thomas Credeur	Louisiana	7	70.0%	.050	.086	72
232		Chuck Yu	Maryland	5	50.0%	.376	.226	71
233		Hidehiro Anto	California	5	50.0%	.366	.266	71
234		Edward Sanfrey	Ohio	5	50.0%	.359	.256	71
235		Lee Henry	Alabama	6	60.0%	.185	.186	71
236		Kenny Peskin	Virginia	6	60.0%	.173	.163	71
237		Dawson Owens	Ohio	6	60.0%	.172	.178	71
238		Brian Hamilton	Oregon	5	50.0%	.346	.210	70
239		Gwen Abrams	Nevada	6	60.0%	.178	.170	70
240		Daniel Chung	California	6	60.0%	.168	.150	70
241		Victor Pavao	Massachusetts	5	50.0%	.338	.289	69
242		Naveed Chowdhury	California	5	50.0%	.307	.258	69
243		Parth Jagtap	Canada	5	50.0%	.299	.251	68
244		Abel Gilsing	Europe	6	60.0%	.150	.223	68
245		Shao-Yun Guo	Illinois	6	60.0%	.137	.156	68
246		Stacy Bridgette	West Virginia	6	60.0%	.131	.133	68
247		Andrew Fanko	United Kingdom	5	50.0%	.280	.252	66
248		Cody Donahue	Mississippi	6	60.0%	.113	.085	66
249		Sheldon Wong	Illinois	6	60.0%	.107	.127	66
250		Christopher Harris	Texas	5	50.0%	.275	.225	65
251		Jason Lai	New York	6	60.0%	.086	.086	65
252		Danielle Long	Illinois	5	50.0%	.211	.249	63
253		Joe Nutter	Georgia	6	60.0%	.084	.092	63
254		Josh Hill	Arkansas	6	60.0%	.071	.076	63
255		Mary Foley	Arizona	4	40.0%	.469	.274	62
256		Ben Tuxhorn	Illinois	5	50.0%	.202	.217	62
257		Sinecio Morales	Maryland	6	60.0%	.072	.039	62
258		Carolyn Dow	Illinois	6	60.0%	.039	.073	62
259		Stephen Liu	California	5	50.0%	.221	.192	61
260		Raul Passement	Texas	5	50.0%	.205	.137	61
261		Susan Corbus	Illinois	6	60.0%	.042	.049	61
262		Liz Fujita	Michigan	4	40.0%	.407	.298	60
263		Max Perrin	Illinois	5	50.0%	.173	.353	60
264		Bryan Householder	Ohio	5	50.0%	.171	.217	60
265		George Atendido	Minnesota	5	50.0%	.174	.121	59
266		Dan Ni	New York	5	50.0%	.155	.185	59
267		Aaron Lichtig	Maryland	5	50.0%	.158	.125	58
268		Michael Kettler	Ohio	5	50.0%	.157	.180	58
269		Delano Barnes	Texas	5	50.0%	.084	.071	54
270		Douglas Wilham	Kentucky	5	50.0%	.083	.096	54
271		Wesley Erpelding	Minnesota	4	40.0%	.285	.319	53
272		Kevin Lei	Canada	4	40.0%	.280	.277	52
273		Brock Stephenson	Canada	4	40.0%	.274	.148	52
274		Carson Blaney	Illinois	5	50.0%	.063	.218	52
275		Violet Hundt	Wisconsin	5	50.0%	.039	.060	52
276		Kai Tang	Illinois	4	40.0%	.235	.256	51
277		Christopher Vuong	Louisiana	5	50.0%	.036	.029	50
278		Alexander Bandukwala	Illinois	4	40.0%	.126	.173	46
279		Curtis Roselle	Illinois	4	40.0%	.105	.207	44
280		David Snoddon	Canada	3	30.0%	.317	.373	42
281		Losha Ndemeno-Tegomoh	Minnesota	4	40.0%	.045	.290	40
282		Rebecca May	Alabama	4	40.0%	.000	.000	40
283		Lemuel Chan	Illinois	4	40.0%	.000	.046	40
284		Peter Donarum	Maryland	4	40.0%	.000	.000	40
285		Nora Elder	Illinois	3	30.0%	.184	.170	35
286		Valerie Ogonor	Georgia	3	30.0%	.160	.129	35
287		Erica Nordstrom	Illinois	3	30.0%	.152	.133	35
288		Alexandra Transue	Illinois	3	30.0%	.077	.092	33
289		Louis Johnson	Alabama	3	30.0%	.016	.028	30
290		Elise Preston	Illinois	3	30.0%	.001	.000	30
291		Vannieda Sun	Kentucky	2	20.0%	.069	.098	21
292		Luke Gribbins	Illinois	2	20.0%	.000	.103	20
293		Ben Stalets	Illinois	2	20.0%	.000	.150	20
294		Cashton Krippel	Illinois	1	10.0%	.490	.342	16
295		Holden Nichols	Illinois	1	10.0%	.070	.031	10
296		Soren Transue	Illinois	1	10.0%	.018	.173	10
297		Rikiya Cheaves	Florida	1	50.0%	.001	-1.000	10
298		Guan Tong Tay	Asia	0	0.0%	-1.000	.019	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.