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2023 Popular Culture Week 21

Standings

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#	Awards	Player	Region	# Correct	% Correct	Average Correct Celerity	Std. Dev. Celerity	Score
1		Matthew Marcotte	California	10	100.0%	.497	.217	158
2		Jason Serrano	New York	10	100.0%	.353	.212	141
3		Jason Sterlacci	New Jersey	10	100.0%	.317	.271	139
4		Jack Rousseau	California	9	90.0%	.437	.232	137
5		Steven Brown	Virginia	10	100.0%	.270	.218	131
6		Scott Latchem	California	10	100.0%	.251	.266	131
7		Chris Miller	Kentucky	9	90.0%	.373	.244	129
8		Drew Scheeler	Ohio	9	90.0%	.367	.289	129
9		Carlos Hernandez Fisher	Canada	9	90.0%	.365	.233	129
10		Jeff Frank	Indiana	10	100.0%	.252	.186	129
11		Jason Hess	Texas	10	100.0%	.242	.117	127
12		John Lance	Colorado	9	90.0%	.338	.248	126
13		Tucker Warner	New York	9	90.0%	.322	.222	123
14		Benjamin Kitchen	Colorado	8	80.0%	.457	.209	122
15		Rahul Rao-Pothuraju	New York	10	100.0%	.209	.177	122
16		McKinnie Lee Sizemore	Florida	9	90.0%	.309	.179	121
17		John Presloid	Ohio	9	90.0%	.294	.238	119
18		Chris Abrams	Nevada	9	90.0%	.277	.199	119
19		Talia Fan	Canada	7	70.0%	.571	.353	118
20		Clifford Galiher	California	8	80.0%	.390	.249	118
21		Ryan Milowicki	Connecticut	8	80.0%	.404	.246	117
22		Brian Lipinski	District of Columbia	8	80.0%	.386	.268	116
23		Kari Race	Wisconsin	8	80.0%	.376	.280	116
24		Stephen Morrison	Michigan	9	90.0%	.253	.189	116
25		Frank Grabowski	Pennsylvania	9	90.0%	.248	.102	115
26		Alex Schmidt	Pennsylvania	8	80.0%	.374	.276	114
27		Dan Puma	Illinois	9	90.0%	.248	.172	114
28		Gerry Tansey	Missouri	9	90.0%	.233	.208	114
29		Akosua Asante	Canada	8	80.0%	.372	.275	113
30		Theo Howe	United Kingdom	9	90.0%	.229	.174	113
31		Jonathan Hugendubler	Maryland	10	100.0%	.114	.214	112
32		James Washick	South Carolina	8	80.0%	.333	.208	111
33		Evan Nagler	New York	9	90.0%	.203	.196	110
34		Matthew Marcus	Oregon	9	90.0%	.197	.164	110
35		Andy Kravis	New York	7	70.0%	.470	.229	109
36		Matthew LaMagna	Virginia	8	80.0%	.323	.188	109
37		Nate Muckley	Illinois	8	80.0%	.299	.311	108
38		Matthew Stern	Alabama	9	90.0%	.204	.121	108
39		Ali Filipowicz	Virginia	8	80.0%	.306	.213	107
40		Tim Crockett	Washington	8	80.0%	.292	.259	107
41		Gary Morris	New York	8	80.0%	.289	.224	107
42		Dillon Edwards	Wisconsin	9	90.0%	.185	.154	107
43		Jeremy Tsai	New Jersey	7	70.0%	.457	.296	106
44		Stephanie Perkins	Missouri	7	70.0%	.442	.290	106
45		Will Howells	United Kingdom	7	70.0%	.438	.301	106
46		Charlie Fritz	Illinois	8	80.0%	.286	.220	106
47		Kendall Plapp	New York	9	90.0%	.153	.230	106
48		Sean Calhoun	Iowa	7	70.0%	.423	.219	105
49		Logan Anbinder	Maryland	8	80.0%	.260	.238	105
50		Michael McPartland	United Kingdom	8	80.0%	.260	.280	104
51		Scott Aefsky	Massachusetts	8	80.0%	.258	.206	104
52		Harley Andrew	Wisconsin	7	70.0%	.415	.245	103
53		Anthony Peek	Louisiana	8	80.0%	.253	.196	103
54		Michael Bentley	Washington	7	70.0%	.397	.264	102
55		Chris Ottolino	Missouri	7	70.0%	.393	.262	102
56		Kyle Kahan	California	7	70.0%	.390	.211	102
57		Bobb X. Ha	Texas	7	70.0%	.389	.185	102
58		Danny Lardner	United Kingdom	8	80.0%	.257	.136	102
59		Paul Campbell	California	8	80.0%	.243	.158	102
60		Lynn Yu	California	9	90.0%	.136	.136	102
61		Daniel Feitel	District of Columbia	7	70.0%	.384	.186	101
62		Michael Patison	Texas	8	80.0%	.238	.205	101
63		Elisabeth Evan	Ohio	8	80.0%	.236	.222	101
64		Deleena Simon	Michigan	9	90.0%	.121	.196	101
65		Stan Jastrzebski	Indiana	7	70.0%	.377	.194	100
66		Finn Bender	Wisconsin	7	70.0%	.357	.303	100
67		Justin Dusaj	Michigan	8	80.0%	.218	.224	100
68		Ramapriya Rangaraju	Kentucky	7	70.0%	.361	.248	99
69		Tomás Aguilar-Fraga	California	7	70.0%	.351	.208	99
70		Devon Edwards	New York	7	70.0%	.357	.153	98
71		Max Smiley	California	7	70.0%	.342	.228	98
72		Derek Martz	Illinois	6	60.0%	.507	.283	97
73		Jesse Tow	Illinois	7	70.0%	.351	.177	97
74		Sean Doyle	Texas	8	80.0%	.203	.140	97
75		Robert Kilner	Ohio	8	80.0%	.198	.197	97
76		Seoan Webb	United Kingdom	7	70.0%	.322	.182	96
77		Randall Eng	New York	7	70.0%	.314	.269	96
78		Simon Sweeney	Pennsylvania	7	70.0%	.311	.258	96
79		Nate Kane	Arizona	8	80.0%	.197	.195	96
80		Ryan Manton	Ohio	8	80.0%	.195	.168	96
81		James Dowd	Hawaii	6	60.0%	.476	.367	95
82		Andrew Dupont	California	7	70.0%	.312	.210	95
83		Ryan Rosenberg	California	7	70.0%	.309	.262	95
84		Joseph Langas	Texas	7	70.0%	.306	.184	95
85		Will Swygart	United Kingdom	7	70.0%	.300	.312	95
86		Jason Lai	New York	9	90.0%	.062	.094	95
87		Aaron Dos Remedios	Canada	7	70.0%	.297	.245	94
88		Mazin Omer	Massachusetts	7	70.0%	.297	.150	94
89		Jonathan Pinyan	New Jersey	7	70.0%	.291	.242	94
90		Tracey Hickman	Oklahoma	7	70.0%	.280	.244	94
91		Cari Milowicki	Ohio	6	60.0%	.472	.238	93
92		Jared Cubilla	Canada	7	70.0%	.301	.142	93
93		Ned Tagtmeier	Illinois	7	70.0%	.279	.172	93
94		Erik Christensen	Canada	7	70.0%	.282	.193	92
95		Daniel Chung	California	7	70.0%	.278	.228	92
96		Adam Escandell	Texas	7	70.0%	.270	.251	92
97		Stephen Ours	Virginia	7	70.0%	.258	.184	92
98		Michael Coates	Idaho	8	80.0%	.144	.218	92
99		Lee Henry	Alabama	8	80.0%	.139	.146	92
100		Andrew Fisher	United Kingdom	7	70.0%	.269	.168	91
101		Christopher Parsons	Washington	7	70.0%	.252	.210	91
102		Omar Sajjad	California	7	70.0%	.244	.229	91
103		Alec Chao	District of Columbia	8	80.0%	.120	.148	91
104		Kevin Lei	Canada	7	70.0%	.255	.247	90
105		Lauren Manton	Ohio	7	70.0%	.247	.188	90
106		Benjamin Livingston	Minnesota	7	70.0%	.228	.191	90
107		Nicholas Harrison	Canada	8	80.0%	.116	.149	90
108		Jack Brounstein	Texas	6	60.0%	.414	.248	89
109		Quinn McGarry	Missouri	7	70.0%	.256	.191	89
110		David Kiang	Illinois	7	70.0%	.247	.184	89
111		Shannon Jamison	Virginia	7	70.0%	.247	.230	89
112		Edward Sanfrey	Ohio	7	70.0%	.243	.248	89
113		Lauren Cusitello	California	8	80.0%	.131	.115	89
114		Delano Barnes	Texas	8	80.0%	.103	.093	89
115		Jack Van Nostrand	Canada	6	60.0%	.414	.221	88
116		Stephen Liu	California	7	70.0%	.254	.207	88
117		Greg Peterson	Illinois	6	60.0%	.366	.215	87
118		Lawrence McGillicuddy	Georgia	7	70.0%	.211	.187	87
119		Kane Keller	Louisiana	7	70.0%	.213	.230	86
120		Spencer Thrope	Middle East	7	70.0%	.201	.173	86
121		Owen Cooper	Alabama	6	60.0%	.355	.272	85
122		Michael Olson	Minnesota	7	70.0%	.203	.156	85
123		William Marshall	Alabama	7	70.0%	.188	.290	85
124		James Carberry	Louisiana	7	70.0%	.177	.199	85
125		John Riss	Illinois	6	60.0%	.341	.251	84
126		Erik Eide	Canada	6	60.0%	.334	.219	84
127		Michael Arjona	Georgia	7	70.0%	.169	.162	84
128		Tommy Segi	Ohio	8	80.0%	.056	.125	84
129		Brynn Jones	Alabama	6	60.0%	.338	.277	83
130		Henry Blyth	Ohio	6	60.0%	.320	.235	83
131		John Kocsis	Virginia	6	60.0%	.330	.271	82
132		Steve Bahnaman	North Carolina	6	60.0%	.311	.204	82
133		Mick Reinhard	Pennsylvania	6	60.0%	.310	.193	82
134		Michael Kettler	Ohio	6	60.0%	.308	.233	82
135		Naveed Chowdhury	California	7	70.0%	.170	.189	82
136		Scott Oberstaedt	Virginia	6	60.0%	.327	.191	81
137		Christine Irwin	Canada	6	60.0%	.290	.235	81
138		Jordan Brownstein	Virginia	7	70.0%	.156	.157	81
139		Joshua Levit	Massachusetts	7	70.0%	.152	.189	81
140		Ashwath Seetharaman	Texas	7	70.0%	.133	.279	81
141		John Brock	Massachusetts	6	60.0%	.284	.226	80
142		Chuck Yu	Maryland	6	60.0%	.280	.248	80
143		Matt Coleman	Washington	7	70.0%	.137	.230	80
144		David Edwards	Illinois	6	60.0%	.286	.158	79
145		Jenna Hull	California	6	60.0%	.263	.238	79
146		Aiden Benshimol	Massachusetts	7	70.0%	.146	.129	79
147		Jason Palmer	Ohio	6	60.0%	.256	.202	78
148		Anthony DiCarlo	California	6	60.0%	.249	.149	78
149		Elizabeth Chang	Washington	6	60.0%	.268	.184	77
150		Sarah Whisenhunt	Virginia	6	60.0%	.262	.237	77
151		Ozzie Fallick	California	6	60.0%	.259	.192	77
152		William Travis	Texas	6	60.0%	.245	.200	77
153		Shao-Yun Guo	Illinois	7	70.0%	.104	.115	77
154		Chauncey Lo	California	6	60.0%	.256	.219	76
155		Julian Saddy	Canada	6	60.0%	.248	.252	76
156		Craig Moysey	Canada	6	60.0%	.245	.170	76
157		Mike Malloy	Wisconsin	6	60.0%	.226	.203	76
158		Kenneth Martin	Illinois	6	60.0%	.236	.187	74
159		Nick Matchen	Illinois	6	60.0%	.220	.173	74
160		Matt Smania	Michigan	6	60.0%	.216	.208	74
161		Cameron Williams	North Carolina	6	60.0%	.202	.286	74
162		Kevin McCabe	Colorado	7	70.0%	.061	.119	74
163		Evan Knox	North Carolina	5	50.0%	.395	.284	73
164		Jacob O'Rourke	Missouri	5	50.0%	.368	.251	73
165		Andrew Fanko	United Kingdom	6	60.0%	.184	.217	73
166		Josh Walker	Ohio	5	50.0%	.381	.241	72
167		Zoe Kaperonis	New York	5	50.0%	.380	.297	72
168		Eric Douglass	South Carolina	5	50.0%	.378	.233	72
169		Lawrence Simon	New York	5	50.0%	.374	.274	72
170		Eric Li	Massachusetts	5	50.0%	.366	.224	72
171		Gwen Abrams	Nevada	6	60.0%	.197	.174	72
172		Alex Paskevicius	Canada	6	60.0%	.188	.169	72
173		Aaron Lichtig	Maryland	7	70.0%	.032	.047	72
174		Adam Sapa	Canada	5	50.0%	.355	.220	71
175		Dan Passner	New Jersey	6	60.0%	.146	.160	71
176		George Atendido	Minnesota	6	60.0%	.145	.201	71
177		Joey Goldman	United Kingdom	5	50.0%	.343	.323	70
178		Myron Meyer	South Dakota	5	50.0%	.337	.269	70
179		Daniel Jude	California	6	60.0%	.172	.140	70
180		Brian Hamilton	Oregon	5	50.0%	.346	.231	69
181		Tom Minard	Canada	6	60.0%	.141	.152	69
182		Jimmy Dunn	Michigan	5	50.0%	.316	.252	68
183		Ryan Hemmel	California	5	50.0%	.306	.151	68
184		Paul Villaluz	Nevada	6	60.0%	.139	.113	68
185		Natalie Schermer	Washington	6	60.0%	.137	.207	68
186		Matthew Grieco	New York	6	60.0%	.125	.125	68
187		Paolo Pasco	California	5	50.0%	.309	.195	67
188		Amy Whitelaw	Virginia	5	50.0%	.307	.191	67
189		Sarah Benner	Ohio	5	50.0%	.291	.314	67
190		Alexander Bandukwala	Illinois	6	60.0%	.121	.087	67
191		Erik Nickels	California	5	50.0%	.286	.166	66
192		Harry White	Virginia	5	50.0%	.280	.230	66
193		Trevor Greissinger	Wisconsin	5	50.0%	.269	.193	66
194		David Cruickshank	United Kingdom	4	40.0%	.523	.335	65
195		Parth Jagtap	Canada	5	50.0%	.259	.138	65
196		Katie Bauermeister	California	5	50.0%	.267	.139	64
197		Kenji Shimizu	Michigan	5	50.0%	.260	.231	64
198		Matthew Askins	Arizona	5	50.0%	.238	.212	64
199		Hidehiro Anto	California	6	60.0%	.074	.110	64
200		JinAh Kim	Virginia	5	50.0%	.244	.175	63
201		Mike Myers	California	5	50.0%	.239	.257	63
202		Michael Shang	Maryland	5	50.0%	.228	.195	63
203		Michael Turner	South Carolina	5	50.0%	.226	.176	63
204		William Neiswanger	Washington	5	50.0%	.226	.205	63
205		Mary Foley	Arizona	5	50.0%	.212	.220	63
206		Kai Tang	Illinois	5	50.0%	.205	.186	62
207		Rachael Peters	Michigan	6	60.0%	.044	.145	62
208		Ewan Munro	Australia & Oceania	4	40.0%	.423	.233	61
209		Jenn Tulo	Virginia	5	50.0%	.219	.234	61
210		Christopher Harris	Texas	5	50.0%	.203	.168	61
211		Jessica Fleischer	Illinois	5	50.0%	.196	.283	61
212		Siddharth Hariharan	Maryland	5	50.0%	.193	.136	61
213		James Denning	Ohio	5	50.0%	.192	.170	61
214		Alex Dzurick	Missouri	5	50.0%	.185	.210	61
215		Michael Joy	Michigan	5	50.0%	.174	.190	61
216		Daniel Galitsky	District of Columbia	6	60.0%	.034	.047	61
217		Kenny Peskin	Virginia	5	50.0%	.183	.154	60
218		Shauna McNally	Canada	5	50.0%	.181	.190	60
219		Padraig Finan	Washington	5	50.0%	.173	.123	60
220		Abel Gilsing	Europe	6	60.0%	.004	.105	60
221		Jonathan Hunter	Florida	4	40.0%	.389	.166	59
222		Bryan Householder	Ohio	5	50.0%	.160	.175	59
223		Greg Garbee	Florida	5	50.0%	.152	.151	59
224		Josh Hill	Arkansas	5	50.0%	.147	.156	58
225		Radu Popescu	Canada	4	40.0%	.392	.208	57
226		Dawson Owens	Ohio	5	50.0%	.144	.155	57
227		Jackson Todd	Georgia	5	50.0%	.141	.143	57
228		Andrey Goder	California	5	50.0%	.121	.174	57
229		Matthew Hart	Minnesota	5	50.0%	.126	.062	56
230		Raul Passement	Texas	5	50.0%	.121	.113	56
231		Brad Williams	Wisconsin	4	40.0%	.336	.259	55
232		David Snoddon	Canada	5	50.0%	.092	.206	55
233		Darrell Johnson	Arizona	4	40.0%	.302	.139	54
234		Ben Smith	Canada	5	50.0%	.095	.055	54
235		Chris Morin	New York	5	50.0%	.087	.081	54
236		Pranav Veluri	Indiana	4	40.0%	.272	.193	53
237		Andrew Foerster	North Carolina	5	50.0%	.069	.093	53
238		Arlo Lyle	Arkansas	4	40.0%	.294	.198	52
239		Sheldon Wong	Illinois	5	50.0%	.054	.062	52
240		Brian Morehouse	Connecticut	5	50.0%	.045	.094	52
241		Gail Celio	Minnesota	4	40.0%	.244	.210	51
242		Jill Heink	Kentucky	5	50.0%	.049	.035	51
243		Haley Gambrell	South Carolina	5	50.0%	.024	.035	51
244		Losha Ndemeno-Tegomoh	Minnesota	4	40.0%	.238	.144	50
245		Chris Hale	Virginia	4	40.0%	.236	.206	50
246		Ryan Luptak	Illinois	4	40.0%	.222	.232	50
247		Christian Wilson	New York	4	40.0%	.220	.231	50
248		Danielle Long	Illinois	4	40.0%	.221	.263	49
249		Tyler Berry	Canada	4	40.0%	.219	.179	49
250		Daniel DeFelippis	Europe	4	40.0%	.209	.248	49
251		Nathan Hamer	United Kingdom	4	40.0%	.141	.199	47
252		Daniel White	Washington	4	40.0%	.158	.134	46
253		Andrew Almas	Canada	4	40.0%	.132	.128	45
254		Dan Ni	New York	4	40.0%	.104	.167	44
255		Douglas Wilham	Kentucky	4	40.0%	.078	.089	44
256		Thomas Credeur	Louisiana	4	40.0%	.071	.286	43
257		Wesley Erpelding	Minnesota	4	40.0%	.063	.181	42
258		Zane Placie	Georgia	4	40.0%	.053	.067	42
259		Joe Nutter	Georgia	4	40.0%	.048	.075	42
260		Matthew Given	Louisiana	4	40.0%	.048	.105	40
261		Darren Petrosino	New Jersey	3	30.0%	.222	.353	36
262		Brock Stephenson	Canada	3	30.0%	.199	.095	36
263		Emily Fletcher	Texas	3	30.0%	.187	.227	36
264		Victor Pavao	Massachusetts	3	30.0%	.140	.200	34
265		Cody Donahue	Mississippi	3	30.0%	.108	.076	34
266		Jessica Chellino	Florida	3	30.0%	.135	.102	33
267		Violet Hundt	Wisconsin	3	30.0%	.109	.081	33
268		James Kang	California	3	30.0%	.092	.233	32
269		Guan Tong Tay	Asia	3	30.0%	.050	.398	31
270		Susan Corbus	Illinois	3	30.0%	.043	.041	31
271		Lars Melton	Virginia	2	20.0%	.261	.167	26
272		Jacob Stiepleman	Washington	0	0.0%	-1.000	.122	0
273		Bhaskar Moorthy	Louisiana	0	0.0%	-1.000	.086	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.