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2023 Popular Culture Week 25

Standings

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#	Awards	Player	Region	# Correct	% Correct	Average Correct Celerity	Std. Dev. Celerity	Score
1		Jason Serrano	New York	10	100.0%	.433	.272	153
2		Derek Martz	Illinois	10	100.0%	.414	.313	151
3		Jason Sterlacci	New Jersey	10	100.0%	.374	.227	146
4		Drew Scheeler	Ohio	10	100.0%	.324	.260	140
5		Kyle Kahan	California	10	100.0%	.333	.262	139
6		Andy Kravis	New York	9	90.0%	.458	.257	138
7		Scott Latchem	California	10	100.0%	.317	.290	138
8		Benjamin Kitchen	Colorado	9	90.0%	.422	.242	136
9		Stephen Morrison	Michigan	9	90.0%	.414	.202	135
10		Lawrence Simon	New York	10	100.0%	.304	.245	134
11		Jason Hess	Texas	10	100.0%	.266	.216	133
12		McKinnie Lee Sizemore	Florida	9	90.0%	.393	.343	132
13		Alex Schmidt	Pennsylvania	9	90.0%	.393	.262	132
14		Craig Moysey	Canada	9	90.0%	.393	.262	131
15		Devon Edwards	New York	9	90.0%	.382	.259	131
16		Daniel Chung	California	10	100.0%	.279	.213	131
17		Matthew Askins	Arizona	10	100.0%	.270	.228	131
18		Jack Rousseau	California	8	80.0%	.506	.272	130
19		Ryan Milowicki	Connecticut	9	90.0%	.381	.267	130
20		Chris Miller	Kentucky	9	90.0%	.381	.283	130
21		Scott Aefsky	Massachusetts	9	90.0%	.365	.247	130
22		John Riss	Illinois	10	100.0%	.251	.282	130
23		Adam Escandell	Texas	8	80.0%	.490	.259	129
24		Brian Lipinski	District of Columbia	9	90.0%	.356	.229	127
25		Will Swygart	United Kingdom	9	90.0%	.343	.193	127
26		William Marshall	Alabama	8	80.0%	.470	.312	126
27		Matthew LaMagna	Virginia	8	80.0%	.469	.327	125
28		Charlie Fritz	Illinois	9	90.0%	.338	.296	125
29		Lauren Manton	Ohio	9	90.0%	.312	.290	124
30		Alec Chao	District of Columbia	10	100.0%	.209	.177	124
31		Steven Brown	Virginia	9	90.0%	.322	.238	123
32		Tucker Warner	New York	9	90.0%	.301	.286	122
33		Theo Howe	United Kingdom	9	90.0%	.301	.257	121
34		Christine Irwin	Canada	9	90.0%	.292	.262	121
35		Talia Fan	Canada	9	90.0%	.280	.251	121
36		Kendall Plapp	New York	10	100.0%	.176	.262	121
37		Kari Race	Wisconsin	8	80.0%	.409	.296	120
38		Simon Sweeney	Pennsylvania	8	80.0%	.400	.278	118
39		Will Howells	United Kingdom	8	80.0%	.396	.259	118
40		Matthew Marcotte	California	8	80.0%	.378	.271	117
41		Aaron Dos Remedios	Canada	8	80.0%	.379	.303	116
42		Steve Bahnaman	North Carolina	8	80.0%	.385	.214	115
43		Paolo Pasco	California	8	80.0%	.378	.276	115
44		Adam Sapa	Canada	9	90.0%	.242	.272	115
45		Ryan Manton	Ohio	9	90.0%	.225	.261	115
46		Jack Wolverton	Missouri	8	80.0%	.359	.247	114
47		James Dowd	Hawaii	9	90.0%	.234	.182	114
48		Darren Petrosino	New Jersey	8	80.0%	.352	.238	113
49		Will Johnson	Virginia	8	80.0%	.348	.311	113
50		Andrew Dupont	California	8	80.0%	.347	.271	113
51		Finn Bender	Wisconsin	8	80.0%	.345	.281	113
52		Jack Brounstein	Texas	7	70.0%	.503	.279	112
53		Ned Tagtmeier	Illinois	8	80.0%	.334	.235	112
54		Daniel DeFelippis	Europe	8	80.0%	.333	.226	112
55		Mick Reinhard	Pennsylvania	8	80.0%	.332	.245	112
56		Mitchell Rimerman	District of Columbia	9	90.0%	.215	.197	112
57		Dan Puma	Illinois	8	80.0%	.348	.304	111
58		Akosua Asante	Canada	8	80.0%	.339	.270	111
59		John Presloid	Ohio	8	80.0%	.323	.318	111
60		Chris Ottolino	Missouri	7	70.0%	.463	.331	110
61		Darrell Johnson	Arizona	8	80.0%	.322	.305	110
62		Jonathan Hunter	Florida	8	80.0%	.311	.353	110
63		Ali Filipowicz	Virginia	8	80.0%	.307	.235	110
64		Bobb X. Ha	Texas	7	70.0%	.462	.214	109
65		Sean Calhoun	Iowa	8	80.0%	.307	.247	109
66		Anthony Peek	Louisiana	9	90.0%	.180	.259	109
67		David Edwards	Illinois	7	70.0%	.440	.279	108
68		Erik Christensen	Canada	8	80.0%	.302	.292	108
69		Jeremy Tsai	New Jersey	8	80.0%	.289	.266	108
70		Jason Palmer	Ohio	7	70.0%	.429	.295	107
71		Chris Hale	Virginia	7	70.0%	.437	.152	106
72		Lee Henry	Alabama	8	80.0%	.276	.244	106
73		Clifford Galiher	California	8	80.0%	.268	.180	106
74		Stephen Ours	Virginia	8	80.0%	.264	.296	106
75		William Neiswanger	Washington	8	80.0%	.272	.204	105
76		Lawrence McGillicuddy	Georgia	8	80.0%	.271	.183	105
77		Jenn Tulo	Virginia	8	80.0%	.270	.242	105
78		Harry White	Virginia	8	80.0%	.266	.206	105
79		James Washick	South Carolina	8	80.0%	.264	.270	105
80		Max Smiley	California	8	80.0%	.263	.279	105
81		Candy Murphy	Virginia	8	80.0%	.262	.220	105
82		Aiden Benshimol	Massachusetts	9	90.0%	.155	.191	105
83		Rahul Rao-Pothuraju	New York	9	90.0%	.143	.181	105
84		Michael Olson	Minnesota	7	70.0%	.402	.305	104
85		Tim Crockett	Washington	8	80.0%	.267	.273	104
86		Ewan Munro	Australia & Oceania	8	80.0%	.266	.147	104
87		Spencer Thrope	Middle East	8	80.0%	.263	.238	104
88		Robert Kilner	Ohio	8	80.0%	.255	.209	104
89		Radu Popescu	Canada	8	80.0%	.247	.318	104
90		Evan Nagler	New York	9	90.0%	.151	.128	104
91		Stephen Liu	California	8	80.0%	.263	.193	103
92		Frank Grabowski	Pennsylvania	8	80.0%	.261	.231	103
93		Tom Minard	Canada	8	80.0%	.255	.183	103
94		Elisabeth Evan	Ohio	8	80.0%	.240	.288	103
95		Tomás Aguilar-Fraga	California	7	70.0%	.384	.164	101
96		Greg Peterson	Illinois	7	70.0%	.363	.256	101
97		Benjamin Livingston	Minnesota	8	80.0%	.232	.184	101
98		Sam Davis	Texas	8	80.0%	.225	.277	101
99		Brad Williams	Wisconsin	7	70.0%	.361	.268	99
100		Mazin Omer	Massachusetts	7	70.0%	.356	.215	99
101		Seoan Webb	United Kingdom	7	70.0%	.344	.241	99
102		John Brock	Massachusetts	8	80.0%	.210	.236	99
103		Kenji Shimizu	Michigan	7	70.0%	.327	.231	98
104		Andy Brown	Illinois	8	80.0%	.215	.236	98
105		Jackson Todd	Georgia	7	70.0%	.339	.273	97
106		Chris Abrams	Nevada	7	70.0%	.323	.242	97
107		Matthew Grieco	New York	7	70.0%	.318	.245	97
108		Naveed Chowdhury	California	8	80.0%	.189	.197	97
109		Justin Dusaj	Michigan	8	80.0%	.183	.180	97
110		Ramapriya Rangaraju	Kentucky	7	70.0%	.329	.260	96
111		Omar Sajjad	California	7	70.0%	.324	.254	96
112		Sarah Benner	Ohio	7	70.0%	.312	.215	95
113		Jesse Tow	Illinois	7	70.0%	.302	.282	95
114		Amy Whitelaw	Virginia	7	70.0%	.299	.276	95
115		Matt Coleman	Washington	7	70.0%	.295	.262	95
116		Mike Malloy	Wisconsin	7	70.0%	.311	.336	94
117		Lars Melton	Virginia	7	70.0%	.297	.197	94
118		Michael McPartland	United Kingdom	7	70.0%	.290	.288	94
119		Randall Eng	New York	6	60.0%	.454	.275	93
120		Jenna Hull	California	7	70.0%	.301	.231	93
121		Matt Smania	Michigan	7	70.0%	.295	.228	93
122		Sarah Whisenhunt	Virginia	7	70.0%	.290	.241	93
123		Michael Joy	Michigan	7	70.0%	.284	.212	93
124		Henry Blyth	Ohio	7	70.0%	.283	.204	92
125		Daniel Feitel	District of Columbia	7	70.0%	.280	.182	92
126		David Kiang	Illinois	7	70.0%	.277	.237	92
127		Chauncey Lo	California	8	80.0%	.152	.159	92
128		Kevin McCabe	Colorado	9	90.0%	.029	.061	92
129		Harley Andrew	Wisconsin	7	70.0%	.281	.189	91
130		William Travis	Texas	7	70.0%	.259	.174	91
131		Michael Arjona	Georgia	8	80.0%	.136	.185	91
132		Arlo Lyle	Arkansas	8	80.0%	.136	.165	91
133		Carlos Hernandez Fisher	Canada	6	60.0%	.411	.273	90
134		Matthew Marcus	Oregon	7	70.0%	.262	.265	90
135		Kenny Peskin	Virginia	7	70.0%	.256	.265	90
136		Kevin Lei	Canada	7	70.0%	.253	.306	90
137		Jimmy Dunn	Michigan	7	70.0%	.244	.225	90
138		Brian Hamilton	Oregon	7	70.0%	.238	.243	90
139		Jared Cubilla	Canada	6	60.0%	.420	.282	89
140		Trevor Greissinger	Wisconsin	6	60.0%	.395	.248	89
141		Shannon Jamison	Virginia	7	70.0%	.247	.166	89
142		Danny Lardner	United Kingdom	7	70.0%	.235	.279	89
143		Chris Becker	Maryland	7	70.0%	.233	.168	89
144		Kane Keller	Louisiana	7	70.0%	.233	.224	88
145		Andrey Goder	California	7	70.0%	.219	.202	88
146		Michael Patison	Texas	7	70.0%	.219	.260	88
147		Lauren Cusitello	California	6	60.0%	.376	.225	87
148		Kaberi Chakrabarty	Illinois	7	70.0%	.224	.249	87
149		Ben Smith	Canada	7	70.0%	.220	.258	87
150		Anthony DiCarlo	California	6	60.0%	.375	.263	86
151		Nate Muckley	Illinois	7	70.0%	.206	.214	86
152		Paul Campbell	California	7	70.0%	.202	.217	86
153		Jonathan Hugendubler	Maryland	7	70.0%	.194	.275	86
154		Patrick Carthy	Europe	7	70.0%	.192	.146	85
155		Tommy Segi	Ohio	8	80.0%	.067	.085	85
156		Joey Goldman	United Kingdom	6	60.0%	.336	.280	84
157		Eric Douglass	South Carolina	6	60.0%	.335	.319	84
158		Thomas Credeur	Louisiana	7	70.0%	.186	.166	84
159		Jacob O'Rourke	Missouri	6	60.0%	.326	.282	83
160		Erik Eide	Canada	6	60.0%	.320	.278	83
161		Jeff Frank	Indiana	5	50.0%	.542	.297	82
162		Stan Jastrzebski	Indiana	6	60.0%	.319	.248	82
163		Nick Matchen	Illinois	6	60.0%	.298	.248	81
164		Daniel Jude	California	6	60.0%	.295	.244	80
165		Ryan Rosenberg	California	6	60.0%	.286	.272	80
166		Deleena Simon	Michigan	6	60.0%	.276	.239	79
167		Parth Jagtap	Canada	6	60.0%	.273	.274	79
168		Ozzie Fallick	California	7	70.0%	.115	.137	79
169		Josh Walker	Ohio	5	50.0%	.452	.265	78
170		Joshua Levit	Massachusetts	6	60.0%	.276	.183	78
171		Michael Coates	Idaho	6	60.0%	.266	.205	78
172		Michael Turner	South Carolina	6	60.0%	.262	.186	78
173		Connor Teevens	Michigan	6	60.0%	.259	.224	78
174		Matthew Given	Louisiana	6	60.0%	.258	.213	78
175		Stephanie Perkins	Missouri	6	60.0%	.253	.174	78
176		Hidehiro Anto	California	7	70.0%	.107	.143	78
177		Jason Lai	New York	7	70.0%	.107	.194	78
178		JinAh Kim	Virginia	6	60.0%	.251	.171	77
179		Tyler Berry	Canada	7	70.0%	.106	.136	77
180		Andrew Fisher	United Kingdom	6	60.0%	.249	.183	76
181		Henry Cafaro	Illinois	6	60.0%	.226	.260	76
182		Cameron Williams	North Carolina	7	70.0%	.099	.257	76
183		Abel Gilsing	Europe	7	70.0%	.086	.184	76
184		Erik Nickels	California	6	60.0%	.230	.174	75
185		Nate Kane	Arizona	5	50.0%	.397	.273	74
186		Jason Laabs	Minnesota	6	60.0%	.233	.258	74
187		Kai Tang	Illinois	6	60.0%	.202	.193	74
188		Zoe Kaperonis	New York	6	60.0%	.191	.261	74
189		Ryan Hemmel	California	6	60.0%	.210	.177	73
190		Dillon Edwards	Wisconsin	6	60.0%	.196	.155	73
191		Mike Myers	California	6	60.0%	.187	.198	73
192		Dan Passner	New Jersey	6	60.0%	.171	.286	73
193		Michael Shang	Maryland	5	50.0%	.384	.245	72
194		Andrew Foerster	North Carolina	5	50.0%	.383	.255	72
195		Victor Pavao	Massachusetts	5	50.0%	.368	.202	72
196		Jonathan Pinyan	New Jersey	5	50.0%	.367	.279	72
197		Nicholas Harrison	Canada	6	60.0%	.189	.229	72
198		Michael Kettler	Ohio	6	60.0%	.188	.226	72
199		Scott Oberstaedt	Virginia	6	60.0%	.183	.245	72
200		Gwen Abrams	Nevada	6	60.0%	.166	.149	72
201		Ryan Luptak	Illinois	5	50.0%	.368	.186	71
202		Pranav Veluri	Indiana	5	50.0%	.346	.181	70
203		Myron Meyer	South Dakota	5	50.0%	.331	.333	70
204		Quinn McGarry	Missouri	6	60.0%	.178	.144	70
205		Siddharth Hariharan	Maryland	6	60.0%	.150	.137	70
206		Alexander Bandukwala	Illinois	7	70.0%	.002	.000	70
207		Gerry Tansey	Missouri	5	50.0%	.322	.232	69
208		Dawson Owens	Ohio	6	60.0%	.145	.125	69
209		Christopher Parsons	Washington	6	60.0%	.135	.160	69
210		Edward Sanfrey	Ohio	6	60.0%	.135	.156	69
211		Natalie Schermer	Washington	6	60.0%	.127	.140	69
212		Ashwath Seetharaman	Texas	6	60.0%	.124	.174	69
213		Joe Nutter	Georgia	5	50.0%	.288	.192	67
214		Christian Wilson	New York	5	50.0%	.288	.254	67
215		Raul Passement	Texas	5	50.0%	.268	.289	66
216		Cari Milowicki	Ohio	5	50.0%	.266	.191	66
217		Haley Gambrell	South Carolina	6	60.0%	.100	.096	66
218		Dibyo Haldar	Asia	6	60.0%	.096	.205	66
219		Daniel Galitsky	District of Columbia	6	60.0%	.092	.122	66
220		James Kang	California	5	50.0%	.246	.219	64
221		Owen Cooper	Alabama	5	50.0%	.240	.294	64
222		Rachael Peters	Michigan	5	50.0%	.215	.221	63
223		Brynn Jones	Alabama	4	40.0%	.467	.301	62
224		Lynn Yu	California	5	50.0%	.231	.194	62
225		Delano Barnes	Texas	5	50.0%	.178	.274	61
226		Douglas Wilham	Kentucky	6	60.0%	.022	.046	61
227		Nathan Hamer	United Kingdom	5	50.0%	.210	.145	60
228		Paul Villaluz	Nevada	5	50.0%	.171	.228	60
229		Brian Morehouse	Connecticut	5	50.0%	.169	.189	60
230		Michael Bentley	Washington	5	50.0%	.151	.215	59
231		Russ Hart	New York	5	50.0%	.148	.130	59
232		Jessica Fleischer	Illinois	5	50.0%	.142	.153	58
233		Jill Heink	Kentucky	5	50.0%	.137	.151	58
234		George Atendido	Minnesota	4	40.0%	.373	.277	57
235		Evan Knox	North Carolina	5	50.0%	.135	.103	57
236		Losha Ndemeno-Tegomoh	Minnesota	5	50.0%	.123	.088	56
237		Andrew Almas	Canada	5	50.0%	.119	.141	56
238		Sheldon Wong	Illinois	5	50.0%	.112	.176	56
239		Aaron Lichtig	Maryland	5	50.0%	.097	.138	55
240		John Kocsis	Virginia	5	50.0%	.095	.078	54
241		Josh Hill	Arkansas	5	50.0%	.085	.122	54
242		Alex Dzurick	Missouri	4	40.0%	.280	.212	53
243		Jordan Brownstein	Virginia	4	40.0%	.270	.309	53
244		James E. Lasker	Texas	4	40.0%	.269	.247	53
245		Siddarth Kumar	Indiana	4	80.0%	.266	.218	52
246		James Carberry	Louisiana	5	50.0%	.033	.121	52
247		Danielle Long	Illinois	4	40.0%	.229	.226	51
248		David Cruickshank	United Kingdom	4	40.0%	.235	.243	50
249		Andrew Fanko	United Kingdom	4	40.0%	.224	.282	50
250		Jessica Chellino	Florida	4	40.0%	.218	.206	49
251		Shauna McNally	Canada	4	40.0%	.167	.188	48
252		Christopher Harris	Texas	4	40.0%	.119	.087	44
253		Daniel White	Washington	4	40.0%	.050	.042	42
254		Greg Garbee	Florida	3	30.0%	.280	.185	40
255		Cody Donahue	Mississippi	3	30.0%	.267	.270	40
256		Susan Corbus	Illinois	3	30.0%	.204	.194	37
257		Violet Hundt	Wisconsin	3	30.0%	.189	.232	37
258		Dan Ni	New York	3	30.0%	.187	.250	36
259		James Denning	Ohio	3	30.0%	.110	.097	33
260		Mary Foley	Arizona	3	30.0%	.088	.200	33
261		Emily Fletcher	Texas	3	30.0%	.057	.041	31
262		Mahit Karadigudda	California	3	30.0%	.029	.027	31
263		Jordan Sackmaster	Wisconsin	3	30.0%	.001	.000	30
264		David Snoddon	Canada	2	20.0%	.246	.120	26
265		Amory Kaufman	Minnesota	2	20.0%	.211	.133	25
266		Bryan Householder	Ohio	2	20.0%	.127	.103	23
267		Chris Morin	New York	2	20.0%	.011	.125	20
268		Brock Stephenson	Canada	2	20.0%	.001	.039	20
269		Guan Tong Tay	Asia	0	0.0%	-1.000	.016	0
270		Elizabeth Chang	Washington	0	0.0%	-1.000	-1.000	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.