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2023 Popular Culture Week 44

Standings

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#	Awards	Player	Region	# Correct	% Correct	Average Correct Celerity	Std. Dev. Celerity	Score
1		Matthew Marcotte	California	10	100.0%	.435	.271	152
2		Chris Miller	Kentucky	10	100.0%	.404	.297	149
3		Drew Scheeler	Ohio	9	90.0%	.520	.324	147
4		Benjamin Kitchen	Colorado	10	100.0%	.389	.281	146
5		Tracey Hickman	Oklahoma	10	100.0%	.366	.288	144
6		Jason Sterlacci	New Jersey	10	100.0%	.372	.227	143
7		Christine Irwin	Canada	10	100.0%	.350	.252	143
8		Anthony Peek	Louisiana	10	100.0%	.350	.203	141
9		Charlie Fritz	Illinois	9	90.0%	.473	.271	139
10		Derek Martz	Illinois	9	90.0%	.451	.281	137
11		Jason Hess	Texas	10	100.0%	.321	.246	137
12		Chris Ottolino	Missouri	9	90.0%	.426	.271	136
13		Steve Bahnaman	North Carolina	10	100.0%	.323	.263	136
14		McKinnie Lee Sizemore	Florida	10	100.0%	.303	.190	135
15		Greg Peterson	Illinois	9	90.0%	.413	.321	134
16		James Dowd	Hawaii	10	100.0%	.298	.246	134
17		Kyle Kahan	California	10	100.0%	.279	.141	131
18		Michael Patison	Texas	10	100.0%	.266	.251	131
19		Carlos Hernandez Fisher	Canada	8	80.0%	.521	.220	130
20		Steven Brown	Virginia	9	90.0%	.393	.266	130
21		Ryan Milowicki	Connecticut	10	100.0%	.282	.240	130
22		Jack Brounstein	Texas	9	90.0%	.355	.325	129
23		Kendall Plapp	New York	10	100.0%	.234	.286	129
24		Alex Schmidt	Pennsylvania	9	90.0%	.359	.234	128
25		Andy Kravis	New York	8	80.0%	.491	.278	127
26		Tim Crockett	Washington	9	90.0%	.357	.241	127
27		Shannon Jamison	Virginia	9	90.0%	.352	.274	127
28		John Presloid	Ohio	9	90.0%	.349	.226	127
29		Brian Lipinski	District of Columbia	9	90.0%	.342	.347	126
30		Devon Edwards	New York	8	80.0%	.466	.236	125
31		Jason Serrano	New York	9	90.0%	.325	.252	125
32		Nate Muckley	Illinois	9	90.0%	.321	.342	125
33		Will Swygart	United Kingdom	10	100.0%	.220	.181	125
34		Mark Morris	Alabama	10	100.0%	.209	.263	124
35		Aaron Dos Remedios	Canada	8	80.0%	.435	.267	122
36		Rahul Rao-Pothuraju	New York	9	90.0%	.320	.230	122
37		Mick Reinhard	Pennsylvania	9	90.0%	.318	.251	122
38		Kenji Shimizu	Michigan	9	90.0%	.308	.165	122
39		Julian Saddy	Canada	9	90.0%	.300	.268	121
40		Aiden Benshimol	Massachusetts	9	90.0%	.301	.293	120
41		Alec Chao	District of Columbia	10	100.0%	.187	.263	120
42		Jessie Cubilla	Canada	8	80.0%	.423	.228	119
43		Mitchell Rimerman	District of Columbia	8	80.0%	.408	.339	119
44		Scott Latchem	California	8	80.0%	.405	.259	119
45		Daniel Jude	California	9	90.0%	.287	.253	119
46		Elisabeth Evan	Ohio	9	90.0%	.274	.219	119
47		Tucker Warner	New York	9	90.0%	.270	.181	118
48		Dan Puma	Illinois	8	80.0%	.398	.264	117
49		Akosua Asante	Canada	9	90.0%	.245	.226	114
50		Craig Moysey	Canada	8	80.0%	.350	.239	113
51		Chris Abrams	Nevada	8	80.0%	.349	.275	113
52		Sarah Whisenhunt	Virginia	8	80.0%	.342	.234	113
53		Kent Buxton	Maryland	8	80.0%	.347	.224	112
54		Michael Turner	South Carolina	8	80.0%	.330	.301	112
55		Clifford Galiher	California	9	90.0%	.224	.183	112
56		Stephen Morrison	Michigan	8	80.0%	.336	.222	111
57		Ryan Rosenberg	California	9	90.0%	.219	.253	111
58		Robert Kilner	Ohio	9	90.0%	.206	.236	111
59		Kari Race	Wisconsin	8	80.0%	.327	.257	110
60		Ewan Munro	Australia & Oceania	8	80.0%	.313	.308	110
61		Jacob O'Rourke	Missouri	9	90.0%	.197	.225	110
62		Harley Andrew	Wisconsin	7	70.0%	.478	.286	109
63		Evan Knox	North Carolina	8	80.0%	.323	.248	109
64		William Neiswanger	Washington	8	80.0%	.306	.293	109
65		Andrew Dupont	California	8	80.0%	.302	.263	108
66		Ryan Manton	Ohio	8	80.0%	.297	.239	108
67		Scott Aefsky	Massachusetts	8	80.0%	.297	.265	108
68		Deleena Simon	Michigan	8	80.0%	.285	.248	108
69		Frank Grabowski	Pennsylvania	9	90.0%	.194	.176	108
70		Bobb X. Ha	Texas	7	70.0%	.442	.241	107
71		Ramapriya Rangaraju	Kentucky	7	70.0%	.437	.276	107
72		Jeremy Tsai	New Jersey	8	80.0%	.306	.205	107
73		Samuel McCoy	Pennsylvania	8	80.0%	.286	.276	107
74		Simon Sweeney	Pennsylvania	8	80.0%	.280	.285	107
75		Lauren Manton	Ohio	7	70.0%	.436	.271	106
76		John Kocsis	Virginia	8	80.0%	.293	.245	106
77		Cari Milowicki	Ohio	8	80.0%	.285	.259	106
78		Sean Calhoun	Iowa	8	80.0%	.283	.196	106
79		Chris Becker	Maryland	8	80.0%	.277	.276	106
80		Trevor Greissinger	Wisconsin	7	70.0%	.426	.282	105
81		Owen Cooper	Alabama	7	70.0%	.414	.339	105
82		Stephanie Perkins	Missouri	7	70.0%	.410	.275	105
83		Jordan Brownstein	Virginia	8	80.0%	.291	.216	105
84		Gwen Abrams	Nevada	8	80.0%	.271	.213	105
85		Max Smiley	California	8	80.0%	.271	.247	105
86		Dibyo Haldar	Asia	9	90.0%	.163	.170	105
87		Andrew Fanko	United Kingdom	9	90.0%	.140	.080	105
88		Erik Christensen	Canada	7	70.0%	.406	.331	104
89		Jack Van Nostrand	Canada	7	70.0%	.399	.213	104
90		Suna Tabag	Illinois	7	70.0%	.398	.308	104
91		Danny Lardner	United Kingdom	8	80.0%	.284	.327	104
92		Ryan Luptak	Illinois	8	80.0%	.270	.281	104
93		Chris Hale	Virginia	8	80.0%	.268	.239	104
94		Sofia Pralle	Washington	8	80.0%	.263	.261	104
95		Jack Wolverton	Missouri	8	80.0%	.256	.205	104
96		Paolo Pasco	California	7	70.0%	.406	.265	103
97		Dan Passner	New Jersey	7	70.0%	.394	.314	103
98		Lynn Yu	California	8	80.0%	.238	.268	103
99		Jeff Frank	Indiana	7	70.0%	.377	.273	102
100		Andy Brown	Illinois	8	80.0%	.246	.146	102
101		David Kiang	Illinois	8	80.0%	.239	.206	102
102		Talia Fan	Canada	7	70.0%	.391	.341	101
103		William Travis	Texas	7	70.0%	.378	.276	101
104		Sean Doyle	Texas	7	70.0%	.369	.267	101
105		Jesse Tow	Illinois	7	70.0%	.350	.209	99
106		Lee Henry	Alabama	7	70.0%	.348	.296	99
107		Andrew Fisher	United Kingdom	7	70.0%	.343	.260	98
108		Mike Myers	California	7	70.0%	.338	.238	98
109		Stephen Liu	California	8	80.0%	.203	.157	98
110		James Washick	South Carolina	6	60.0%	.533	.336	97
111		Finn Bender	Wisconsin	7	70.0%	.327	.268	97
112		Michael Olson	Minnesota	7	70.0%	.326	.287	97
113		Harry White	Virginia	7	70.0%	.312	.180	97
114		Michael McPartland	United Kingdom	8	80.0%	.204	.162	97
115		Scott Oberstaedt	Virginia	8	80.0%	.196	.155	97
116		Matthew Marcus	Oregon	8	80.0%	.192	.220	96
117		Seoan Webb	United Kingdom	7	70.0%	.333	.227	95
118		Naveed Chowdhury	California	7	70.0%	.317	.229	95
119		Stacy Bridgette	West Virginia	7	70.0%	.314	.286	95
120		Lawrence Simon	New York	7	70.0%	.308	.245	95
121		Bryan Householder	Ohio	7	70.0%	.304	.280	95
122		Alex Dzurick	Missouri	7	70.0%	.303	.236	95
123		Jason Palmer	Ohio	7	70.0%	.302	.266	95
124		Kevin Lei	Canada	8	80.0%	.177	.162	95
125		Tomás Aguilar-Fraga	California	7	70.0%	.319	.274	94
126		Matt Smania	Michigan	7	70.0%	.303	.231	94
127		Ashwath Seetharaman	Texas	7	70.0%	.303	.237	94
128		Spencer Thrope	Middle East	8	80.0%	.162	.150	94
129		Ned Tagtmeier	Illinois	6	60.0%	.462	.234	93
130		Radu Popescu	Canada	7	70.0%	.287	.196	93
131		Patrick Carthy	Europe	7	70.0%	.284	.179	93
132		Tom Minard	Canada	7	70.0%	.273	.250	93
133		Jason Lai	New York	8	80.0%	.146	.135	93
134		Parth Jagtap	Canada	7	70.0%	.278	.209	92
135		Matthew LaMagna	Virginia	7	70.0%	.268	.188	92
136		Joshua Levit	Massachusetts	6	60.0%	.440	.290	91
137		Will Johnson	Virginia	7	70.0%	.258	.274	91
138		Edward Sanfrey	Ohio	7	70.0%	.242	.253	91
139		Joey Goldman	United Kingdom	6	60.0%	.428	.283	90
140		Elizabeth Chang	Washington	7	70.0%	.242	.282	90
141		Andy Rossitch	Georgia	8	80.0%	.108	.148	90
142		Zoe Kaperonis	New York	6	60.0%	.414	.315	89
143		Stan Jastrzebski	Indiana	6	60.0%	.407	.268	89
144		Omar Sajjad	California	6	60.0%	.396	.223	89
145		Stephen Ours	Virginia	7	70.0%	.259	.219	89
146		Darrell Johnson	Arizona	7	70.0%	.249	.274	89
147		Mike Malloy	Wisconsin	6	60.0%	.404	.285	88
148		Michael Kettler	Ohio	6	60.0%	.397	.357	88
149		Ali Filipowicz	Virginia	6	60.0%	.390	.295	88
150		Dillon Edwards	Wisconsin	7	70.0%	.233	.158	88
151		Jack Garrison	Ohio	7	70.0%	.226	.229	88
152		Jonathan Pinyan	New Jersey	7	70.0%	.222	.203	88
153		Jonathan Hunter	Florida	7	70.0%	.220	.261	87
154		Michael Coates	Idaho	7	70.0%	.219	.255	87
155		Jonathan Hugendubler	Maryland	7	70.0%	.208	.182	87
156		Avery Strangstalien	Wisconsin	6	60.0%	.376	.191	86
157		Erik Eide	Canada	6	60.0%	.360	.246	86
158		Pranav Veluri	Indiana	6	60.0%	.353	.236	86
159		Erik Nickels	California	7	70.0%	.216	.196	86
160		Jason Laabs	Minnesota	7	70.0%	.210	.159	86
161		Matt Rossitch	Georgia	8	80.0%	.079	.091	86
162		Daniel Chung	California	6	60.0%	.366	.211	85
163		Jack Rousseau	California	6	60.0%	.359	.307	85
164		Quinn McGarry	Missouri	7	70.0%	.197	.196	85
165		Gerry Tansey	Missouri	6	60.0%	.353	.241	84
166		Josh Hill	Arkansas	6	60.0%	.345	.299	84
167		Delano Barnes	Texas	7	70.0%	.181	.151	84
168		Henry Blyth	Ohio	6	60.0%	.332	.300	83
169		JinAh Kim	Virginia	6	60.0%	.320	.220	83
170		Adam Escandell	Texas	6	60.0%	.319	.292	83
171		Darren Petrosino	New Jersey	6	60.0%	.316	.292	83
172		John Petrovich	Indiana	7	70.0%	.174	.153	83
173		Kelly Rabin	Washington	7	70.0%	.164	.175	82
174		Theo Howe	United Kingdom	7	70.0%	.150	.213	82
175		Lars Melton	Virginia	6	60.0%	.302	.269	81
176		David Edwards	Illinois	6	60.0%	.300	.265	81
177		Siddharth Hariharan	Maryland	6	60.0%	.290	.245	81
178		Ozzie Fallick	California	6	60.0%	.289	.224	80
179		Ryan Hemmel	California	6	60.0%	.286	.166	80
180		Dawson Owens	Ohio	7	70.0%	.134	.137	80
181		Will Howells	United Kingdom	7	70.0%	.126	.123	79
182		Brian Morehouse	Connecticut	6	60.0%	.261	.191	78
183		Hidehiro Anto	California	6	60.0%	.246	.242	77
184		Jenn Tulo	Virginia	7	70.0%	.105	.143	77
185		Molly Risley	Tennessee	6	60.0%	.222	.258	76
186		Liam Buck	Minnesota	6	60.0%	.232	.182	75
187		Matt Coleman	Washington	5	50.0%	.412	.261	74
188		Eric Li	Massachusetts	5	50.0%	.404	.288	74
189		Daniel Ogburn	Virginia	5	50.0%	.385	.227	74
190		Nick Matchen	Illinois	6	60.0%	.226	.307	74
191		Paul Villaluz	Nevada	6	60.0%	.221	.157	74
192		Mazin Omer	Massachusetts	6	60.0%	.217	.244	74
193		Michael Shang	Maryland	6	60.0%	.217	.184	74
194		Henry Cafaro	Illinois	6	60.0%	.215	.240	74
195		Jessica Fleischer	Illinois	5	50.0%	.391	.299	73
196		Losha Ndemeno-Tegomoh	Minnesota	5	50.0%	.390	.259	73
197		Erica Nordstrom	Illinois	6	60.0%	.211	.224	73
198		Daniel DeFelippis	Europe	6	60.0%	.203	.131	73
199		Eric Douglass	South Carolina	6	60.0%	.192	.248	73
200		Gail Celio	Minnesota	5	50.0%	.368	.253	72
201		Greg Garbee	Florida	6	60.0%	.197	.144	72
202		Kenneth Martin	Illinois	6	60.0%	.193	.165	72
203		John Riss	Illinois	6	60.0%	.174	.255	72
204		Daniel Feitel	District of Columbia	6	60.0%	.181	.255	71
205		Chauncey Lo	California	6	60.0%	.176	.129	71
206		Andrew Foerster	North Carolina	5	50.0%	.351	.244	70
207		Kai Tang	Illinois	6	60.0%	.175	.161	70
208		Thomas Credeur	Louisiana	6	60.0%	.166	.220	70
209		Nora Denning	Ohio	6	60.0%	.165	.144	70
210		Christopher Parsons	Washington	5	50.0%	.316	.268	69
211		Shauna McNally	Canada	6	60.0%	.145	.159	69
212		Christopher Harris	Texas	6	60.0%	.141	.138	69
213		Jill Heink	Kentucky	5	50.0%	.325	.231	68
214		Christian Wilson	New York	5	50.0%	.310	.214	68
215		Nate Kane	Arizona	5	50.0%	.315	.206	67
216		Cody Donahue	Mississippi	5	50.0%	.302	.209	67
217		Brian Hamilton	Oregon	5	50.0%	.294	.288	67
218		Russ Hart	New York	5	50.0%	.280	.248	66
219		Randall Eng	New York	5	50.0%	.276	.234	66
220		Benjamin Livingston	Minnesota	5	50.0%	.273	.187	66
221		Alexander Bandukwala	Illinois	5	50.0%	.264	.270	65
222		Andrew Medlin	Louisiana	5	50.0%	.256	.204	64
223		Paul Campbell	California	5	50.0%	.253	.163	64
224		Ben Dillon	Indiana	5	50.0%	.234	.147	64
225		Vannieda Sun	Kentucky	4	40.0%	.501	.344	63
226		Brock Stephenson	Canada	4	40.0%	.451	.270	63
227		Kaberi Chakrabarty	Illinois	5	50.0%	.241	.158	63
228		Lauren Cusitello	California	5	50.0%	.228	.244	63
229		Peter Donarum	Maryland	6	60.0%	.055	.133	63
230		Ben Stalets	Illinois	5	50.0%	.213	.161	62
231		Garrison Page	Kentucky	5	50.0%	.215	.124	61
232		Aaron Lichtig	Maryland	5	50.0%	.177	.163	61
233		Andrey Goder	California	6	60.0%	.042	.048	61
234		George Atendido	Minnesota	4	40.0%	.426	.256	60
235		Mary Foley	Arizona	5	50.0%	.206	.226	60
236		Joe Nutter	Georgia	5	50.0%	.166	.146	60
237		Nathan Hamer	United Kingdom	5	50.0%	.165	.205	60
238		Spencer Brown	Virginia	5	50.0%	.184	.207	59
239		James E. Lasker	Texas	5	50.0%	.172	.157	59
240		Christopher Vuong	Louisiana	5	50.0%	.169	.263	59
241		Connor Teevens	Michigan	5	50.0%	.161	.164	59
242		Brad Williams	Wisconsin	4	40.0%	.384	.291	58
243		Emily Fletcher	Texas	4	40.0%	.376	.224	57
244		Raul Passement	Texas	4	40.0%	.352	.193	57
245		Elise Preston	Illinois	5	50.0%	.142	.124	57
246		Matthew Grieco	New York	5	50.0%	.137	.151	57
247		Zane Placie	Georgia	5	50.0%	.132	.160	57
248		Haley Gambrell	South Carolina	4	40.0%	.347	.329	56
249		Michael Bentley	Washington	4	40.0%	.336	.276	55
250		Brynn Jones	Alabama	4	40.0%	.317	.280	55
251		Ben Smith	Canada	5	50.0%	.137	.166	55
252		Myron Meyer	South Dakota	3	30.0%	.656	.087	54
253		Daniel White	Washington	4	40.0%	.298	.304	54
254		Adam Sapa	Canada	5	50.0%	.106	.217	54
255		Nora Elder	Illinois	5	50.0%	.073	.251	54
256		Alex Paskevicius	Canada	4	40.0%	.278	.289	53
257		Jenna Hull	California	3	30.0%	.599	.255	52
258		Joseph Langas	Texas	4	40.0%	.272	.129	52
259		Danielle Long	Illinois	4	40.0%	.265	.222	52
260		Tony Chen	Canada	4	40.0%	.258	.159	52
261		Sheldon Wong	Illinois	5	50.0%	.063	.073	52
262		Anthony DiCarlo	California	4	40.0%	.267	.351	51
263		Jackson Todd	Georgia	4	40.0%	.231	.276	51
264		James Denning	Ohio	4	40.0%	.189	.159	49
265		David Cruickshank	United Kingdom	4	40.0%	.199	.271	48
266		Natalie Schermer	Washington	4	40.0%	.187	.257	48
267		Suwanna Blakey	Florida	4	40.0%	.161	.183	48
268		Michael Joy	Michigan	4	40.0%	.180	.139	47
269		Tyler Berry	Canada	4	40.0%	.169	.125	47
270		Liz Fujita	Michigan	4	40.0%	.144	.159	47
271		Amy Whitelaw	Virginia	4	40.0%	.154	.275	46
272		Kevin McCabe	Colorado	4	40.0%	.126	.206	46
273		Steve Charnick	New Jersey	4	40.0%	.146	.314	45
274		Valerie Ogonor	Georgia	4	40.0%	.095	.106	44
275		Holden Nichols	Illinois	4	40.0%	.078	.081	43
276		Abel Gilsing	Europe	3	30.0%	.340	.204	42
277		Joshua Grischow	Ohio	4	40.0%	.060	.073	42
278		Andrew Almas	Canada	4	40.0%	.051	.249	42
279		Jimmy Dunn	Michigan	3	30.0%	.335	.353	41
280		Arlo Lyle	Arkansas	3	30.0%	.228	.290	38
281		Victor Pavao	Massachusetts	2	20.0%	.683	.341	37
282		Dan Ni	New York	3	30.0%	.185	.151	36
283		James Carberry	Louisiana	3	30.0%	.184	.102	36
284		Violet Hundt	Wisconsin	3	30.0%	.163	.148	35
285		Wesley Erpelding	Minnesota	3	30.0%	.124	.169	33
286		Alexandra Transue	Illinois	3	30.0%	.121	.112	33
287		Curtis Roselle	Illinois	3	30.0%	.109	.135	33
288		Javas Lal	New Jersey	3	30.0%	.106	.050	33
289		Carson Blaney	Illinois	3	30.0%	.105	.091	33
290		David Snoddon	Canada	3	30.0%	.104	.156	33
291		Ben Tuxhorn	Illinois	3	30.0%	.081	.279	33
292		Eleanor Gegen	Illinois	3	30.0%	.089	.212	32
293		Louis Johnson	Alabama	3	30.0%	.047	.238	31
294		Rebecca May	Alabama	3	30.0%	.008	.009	30
295		Jessica Chellino	Florida	2	20.0%	.256	.103	25
296		Arjun Sivakumar	California	2	20.0%	.221	.144	25
297		Sarah Benner	Ohio	2	20.0%	.054	.228	20
298		Susan Corbus	Illinois	2	20.0%	.000	.000	20
299		Amory Kaufman	Minnesota	1	10.0%	.052	.277	10
300		Guan Tong Tay	Asia	0	0.0%	-1.000	.013	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.