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2023 Popular Culture Week 34

Standings

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#	Awards	Player	Region	# Correct	% Correct	Average Correct Celerity	Std. Dev. Celerity	Score
1		Mazin Omer	Massachusetts	10	100.0%	.457	.195	154
2		Daniel Feitel	District of Columbia	10	100.0%	.411	.202	148
3		Drew Scheeler	Ohio	9	90.0%	.496	.285	143
4		Chris Miller	Kentucky	10	100.0%	.364	.240	142
5		Andy Kravis	New York	10	100.0%	.347	.183	142
6		Scott Latchem	California	9	90.0%	.476	.136	140
7		Stephen Morrison	Michigan	9	90.0%	.443	.182	138
8		Tracey Hickman	Oklahoma	10	100.0%	.322	.217	138
9		Scott Aefsky	Massachusetts	10	100.0%	.322	.206	138
10		Clifford Galiher	California	10	100.0%	.313	.252	138
11		Jason Sterlacci	New Jersey	10	100.0%	.328	.202	137
12		Devon Edwards	New York	10	100.0%	.315	.251	137
13		Jack Brounstein	Texas	9	90.0%	.441	.168	136
14		Brian Lipinski	District of Columbia	10	100.0%	.308	.275	136
15		Jason Hess	Texas	10	100.0%	.307	.229	136
16		McKinnie Lee Sizemore	Florida	9	90.0%	.405	.292	134
17		Charlie Fritz	Illinois	10	100.0%	.296	.181	134
18		James Dowd	Hawaii	10	100.0%	.288	.223	133
19		Jason Serrano	New York	9	90.0%	.393	.238	132
20		Benjamin Kitchen	Colorado	9	90.0%	.383	.277	132
21		Chris Abrams	Nevada	10	100.0%	.267	.240	131
22		Kenji Shimizu	Michigan	9	90.0%	.382	.236	130
23		Jack Rousseau	California	9	90.0%	.365	.236	130
24		Matthew Marcotte	California	9	90.0%	.383	.202	129
25		Kari Race	Wisconsin	10	100.0%	.263	.240	129
26		James Washick	South Carolina	9	90.0%	.364	.231	128
27		Greg Peterson	Illinois	10	100.0%	.242	.221	127
28		Mark Morris	Alabama	10	100.0%	.234	.243	127
29		Matthew Marcus	Oregon	10	100.0%	.233	.253	127
30		Alex Schmidt	Pennsylvania	9	90.0%	.345	.163	126
31		William Marshall	Alabama	10	100.0%	.235	.216	126
32		Simon Sweeney	Pennsylvania	9	90.0%	.323	.306	125
33		Will Swygart	United Kingdom	10	100.0%	.210	.212	125
34		Ramapriya Rangaraju	Kentucky	9	90.0%	.325	.241	124
35		Evan Nagler	New York	9	90.0%	.321	.182	124
36		Tim Crockett	Washington	9	90.0%	.318	.188	124
37		Steven Brown	Virginia	9	90.0%	.327	.219	123
38		Theo Howe	United Kingdom	9	90.0%	.320	.176	123
39		Ryan Milowicki	Connecticut	9	90.0%	.317	.247	123
40		Gerry Tansey	Missouri	9	90.0%	.305	.233	123
41		Jason Palmer	Ohio	10	100.0%	.207	.202	123
42		Carlos Hernandez Fisher	Canada	8	80.0%	.443	.143	122
43		John Lance	Colorado	9	90.0%	.322	.250	122
44		Max Smiley	California	9	90.0%	.309	.211	122
45		Ali Filipowicz	Virginia	9	90.0%	.300	.189	122
46		Matt Smania	Michigan	9	90.0%	.297	.207	121
47		Tom Minard	Canada	9	90.0%	.289	.238	121
48		Kendall Plapp	New York	9	90.0%	.301	.248	120
49		Michael Olson	Minnesota	10	100.0%	.194	.128	120
50		Paolo Pasco	California	9	90.0%	.294	.173	119
51		Dillon Edwards	Wisconsin	9	90.0%	.286	.244	119
52		Myron Meyer	South Dakota	8	80.0%	.387	.282	118
53		John Riss	Illinois	9	90.0%	.271	.235	118
54		Frank Grabowski	Pennsylvania	9	90.0%	.266	.213	118
55		Steve Bahnaman	North Carolina	9	90.0%	.263	.213	118
56		Adam Escandell	Texas	8	80.0%	.395	.253	117
57		Scott Oberstaedt	Virginia	9	90.0%	.275	.284	117
58		Jessie Cubilla	Canada	9	90.0%	.262	.217	117
59		Ryan Manton	Ohio	9	90.0%	.249	.220	117
60		Christine Irwin	Canada	9	90.0%	.245	.218	116
61		Elisabeth Evan	Ohio	9	90.0%	.244	.198	116
62		Radu Popescu	Canada	8	80.0%	.374	.180	115
63		Tomás Aguilar-Fraga	California	9	90.0%	.252	.207	115
64		Kevin Lei	Canada	9	90.0%	.250	.247	115
65		Andy Brown	Illinois	9	90.0%	.245	.206	115
66		Ben Smith	Canada	9	90.0%	.245	.218	115
67		John Stewart	Virginia	10	100.0%	.137	.210	115
68		Harley Andrew	Wisconsin	8	80.0%	.369	.241	114
69		Kyle Kahan	California	8	80.0%	.368	.238	114
70		Derek Martz	Illinois	8	80.0%	.366	.244	114
71		Rahul Rao-Pothuraju	New York	9	90.0%	.230	.166	114
72		Seoan Webb	United Kingdom	8	80.0%	.367	.217	113
73		Jack Van Nostrand	Canada	8	80.0%	.348	.254	113
74		Owen Cooper	Alabama	9	90.0%	.232	.254	113
75		Jesse Tow	Illinois	8	80.0%	.340	.211	112
76		David Kiang	Illinois	8	80.0%	.332	.267	112
77		Tucker Warner	New York	8	80.0%	.325	.241	111
78		Darrell Johnson	Arizona	9	90.0%	.220	.241	111
79		Akosua Asante	Canada	9	90.0%	.211	.235	111
80		Stephen Liu	California	9	90.0%	.209	.190	111
81		Brian Hamilton	Oregon	9	90.0%	.208	.240	111
82		Lauren Manton	Ohio	9	90.0%	.205	.210	111
83		Dan Puma	Illinois	8	80.0%	.336	.188	109
84		Matthew LaMagna	Virginia	8	80.0%	.322	.211	109
85		Naveed Chowdhury	California	9	90.0%	.194	.232	109
86		Sean Doyle	Texas	9	90.0%	.183	.218	108
87		Michael Patison	Texas	8	80.0%	.297	.216	107
88		Josh Walker	Ohio	8	80.0%	.293	.198	107
89		Nate Kane	Arizona	8	80.0%	.291	.166	106
90		Siddharth Hariharan	Maryland	9	90.0%	.176	.215	106
91		Craig Moysey	Canada	9	90.0%	.174	.174	106
92		Gwen Abrams	Nevada	9	90.0%	.166	.230	106
93		Alex Dzurick	Missouri	9	90.0%	.165	.165	106
94		Benjamin Livingston	Minnesota	9	90.0%	.158	.164	106
95		William Travis	Texas	8	80.0%	.288	.231	105
96		Andrew Dupont	California	8	80.0%	.277	.218	105
97		Losha Ndemeno-Tegomoh	Minnesota	9	90.0%	.176	.200	105
98		Finn Bender	Wisconsin	8	80.0%	.278	.211	104
99		Jack Wolverton	Missouri	8	80.0%	.260	.187	104
100		Deleena Simon	Michigan	9	90.0%	.140	.175	104
101		Randall Eng	New York	8	80.0%	.256	.248	103
102		Elizabeth Chang	Washington	9	90.0%	.144	.176	103
103		Lawrence Simon	New York	9	90.0%	.138	.140	103
104		Harry White	Virginia	8	80.0%	.242	.173	102
105		Will Howells	United Kingdom	9	90.0%	.132	.143	102
106		Omar Sajjad	California	7	70.0%	.385	.255	101
107		Michael Coates	Idaho	8	80.0%	.246	.241	101
108		Nicholas Harrison	Canada	9	90.0%	.113	.164	101
109		Joshua Levit	Massachusetts	8	80.0%	.233	.253	100
110		Robert Kilner	Ohio	9	90.0%	.099	.167	100
111		Anthony Peek	Louisiana	7	70.0%	.371	.156	99
112		Michael Turner	South Carolina	8	80.0%	.223	.166	99
113		Stephen Ours	Virginia	8	80.0%	.221	.223	99
114		Tyler Berry	Canada	8	80.0%	.220	.165	99
115		James E. Lasker	Texas	8	80.0%	.215	.209	99
116		Shauna McNally	Canada	8	80.0%	.212	.191	99
117		Erik Nickels	California	8	80.0%	.210	.147	99
118		Nate Muckley	Illinois	8	80.0%	.207	.225	99
119		Michael Bentley	Washington	8	80.0%	.197	.266	99
120		Jonathan Hugendubler	Maryland	9	90.0%	.112	.175	99
121		Jeff Frank	Indiana	7	70.0%	.331	.219	98
122		Garrison Page	Kentucky	8	80.0%	.212	.185	98
123		Jordan Brownstein	Virginia	8	80.0%	.198	.216	98
124		Jimmy Dunn	Michigan	8	80.0%	.190	.218	98
125		Erik Eide	Canada	7	70.0%	.333	.243	97
126		Henry Cafaro	Illinois	7	70.0%	.330	.272	97
127		Aaron Dos Remedios	Canada	7	70.0%	.324	.306	97
128		Daniel White	Washington	8	80.0%	.195	.204	97
129		Danny Lardner	United Kingdom	8	80.0%	.195	.151	97
130		Dibyo Haldar	Asia	9	90.0%	.079	.087	97
131		Michael Arjona	Georgia	9	90.0%	.077	.118	97
132		Connor Teevens	Michigan	6	60.0%	.472	.304	96
133		Daniel Jude	California	7	70.0%	.323	.234	96
134		Anthony DiCarlo	California	7	70.0%	.318	.249	96
135		Matthew Grieco	New York	8	80.0%	.186	.177	96
136		Andrew Foerster	North Carolina	8	80.0%	.178	.167	96
137		Amy Whitelaw	Virginia	8	80.0%	.177	.140	96
138		Henry Blyth	Ohio	8	80.0%	.175	.141	96
139		Jonathan Pinyan	New Jersey	7	70.0%	.299	.282	95
140		Mike Malloy	Wisconsin	7	70.0%	.297	.221	95
141		Thomas Credeur	Louisiana	8	80.0%	.174	.162	95
142		Christopher Parsons	Washington	8	80.0%	.171	.169	95
143		Matt Coleman	Washington	8	80.0%	.168	.204	95
144		Lee Henry	Alabama	7	70.0%	.310	.216	94
145		Daniel Chung	California	8	80.0%	.182	.159	94
146		Jenna Hull	California	8	80.0%	.172	.135	94
147		Matthew Hart	Minnesota	8	80.0%	.164	.192	94
148		Candy Murphy	Virginia	8	80.0%	.161	.214	94
149		James Denning	Ohio	8	80.0%	.161	.157	94
150		Sean Calhoun	Iowa	8	80.0%	.149	.162	94
151		Delano Barnes	Texas	9	90.0%	.044	.107	94
152		Chauncey Lo	California	7	70.0%	.284	.164	93
153		Christian Wilson	New York	7	70.0%	.283	.257	93
154		Gail Celio	Minnesota	7	70.0%	.264	.231	93
155		Kelly Rabin	Washington	8	80.0%	.153	.196	93
156		Jackson Todd	Georgia	8	80.0%	.138	.146	93
157		Michael McPartland	United Kingdom	7	70.0%	.265	.192	92
158		John Petrovich	Indiana	7	70.0%	.254	.217	92
159		Trevor Greissinger	Wisconsin	8	80.0%	.155	.199	92
160		Nora Denning	Ohio	8	80.0%	.134	.162	92
161		Lynn Yu	California	8	80.0%	.133	.161	92
162		Raul Passement	Texas	7	70.0%	.277	.273	91
163		John Kocsis	Virginia	7	70.0%	.273	.205	91
164		Matthew Askins	Arizona	7	70.0%	.269	.182	91
165		Alec Chao	District of Columbia	7	70.0%	.268	.222	91
166		Dawson Owens	Ohio	8	80.0%	.131	.167	91
167		Mitchell Rimerman	District of Columbia	8	80.0%	.131	.126	91
168		Daniel DeFelippis	Europe	8	80.0%	.122	.143	91
169		Paul Campbell	California	7	70.0%	.243	.235	90
170		Zoe Kaperonis	New York	8	80.0%	.127	.153	90
171		Chris Ottolino	Missouri	6	60.0%	.397	.232	89
172		Ryan Hemmel	California	7	70.0%	.246	.197	89
173		Samuel McCoy	Pennsylvania	7	70.0%	.238	.228	89
174		Chris Becker	Maryland	7	70.0%	.235	.203	89
175		Brian Morehouse	Connecticut	7	70.0%	.230	.212	89
176		David Cruickshank	United Kingdom	8	80.0%	.103	.202	89
177		Joe Nutter	Georgia	8	80.0%	.120	.131	88
178		Wesley Erpelding	Minnesota	8	80.0%	.104	.173	88
179		Mick Reinhard	Pennsylvania	7	70.0%	.217	.229	87
180		Sarah Whisenhunt	Virginia	7	70.0%	.212	.165	87
181		Ewan Munro	Australia & Oceania	8	80.0%	.105	.156	87
182		Jessica Fleischer	Illinois	8	80.0%	.086	.127	87
183		Pranav Veluri	Indiana	7	70.0%	.211	.187	86
184		Eric Douglass	South Carolina	7	70.0%	.207	.222	86
185		Stephanie Perkins	Missouri	7	70.0%	.191	.254	86
186		Talia Fan	Canada	7	70.0%	.216	.232	85
187		David Edwards	Illinois	7	70.0%	.202	.168	85
188		Darren Petrosino	New Jersey	7	70.0%	.187	.210	85
189		Ned Tagtmeier	Illinois	7	70.0%	.184	.217	85
190		Kevin McCabe	Colorado	7	70.0%	.180	.244	85
191		William Neiswanger	Washington	6	60.0%	.355	.244	84
192		Sofia Pralle	Washington	7	70.0%	.192	.231	84
193		Jenn Tulo	Virginia	7	70.0%	.192	.220	84
194		Joseph Langas	Texas	7	70.0%	.185	.220	84
195		Adam Sapa	Canada	7	70.0%	.184	.181	84
196		Paul Villaluz	Nevada	7	70.0%	.176	.205	84
197		Michael Kettler	Ohio	6	60.0%	.313	.242	83
198		Patrick Carthy	Europe	7	70.0%	.195	.127	83
199		Lauren Cusitello	California	7	70.0%	.172	.169	83
200		Daniel Galitsky	District of Columbia	7	70.0%	.163	.171	83
201		Kaberi Chakrabarty	Illinois	7	70.0%	.157	.179	83
202		Andrew Medlin	Louisiana	7	70.0%	.158	.173	82
203		Dan Passner	New Jersey	6	60.0%	.316	.233	81
204		Victor Pavao	Massachusetts	7	70.0%	.170	.153	81
205		Will Johnson	Virginia	7	70.0%	.155	.173	81
206		Brynn Jones	Alabama	6	60.0%	.295	.255	80
207		Jason Laabs	Minnesota	7	70.0%	.138	.143	80
208		Kane Keller	Louisiana	7	70.0%	.135	.200	80
209		Ashwath Seetharaman	Texas	7	70.0%	.126	.202	80
210		Nick Matchen	Illinois	6	60.0%	.298	.203	79
211		Julian Saddy	Canada	6	60.0%	.278	.211	79
212		Andrew Fisher	United Kingdom	6	60.0%	.268	.145	79
213		Jacob O'Rourke	Missouri	6	60.0%	.259	.188	77
214		Alex Paskevicius	Canada	7	70.0%	.093	.149	77
215		Natalie Schermer	Washington	7	70.0%	.091	.133	77
216		Christopher Harris	Texas	7	70.0%	.087	.093	77
217		Stan Jastrzebski	Indiana	6	60.0%	.243	.211	76
218		Tony Chen	Canada	6	60.0%	.240	.178	76
219		Edward Sanfrey	Ohio	7	70.0%	.109	.095	76
220		Nathan Hamer	United Kingdom	7	70.0%	.089	.133	76
221		Andrey Goder	California	7	70.0%	.075	.133	76
222		Abel Gilsing	Europe	6	60.0%	.236	.176	75
223		James Kang	California	6	60.0%	.224	.222	75
224		Quinn McGarry	Missouri	6	60.0%	.221	.221	74
225		Erik Christensen	Canada	6	60.0%	.210	.203	74
226		Parth Jagtap	Canada	6	60.0%	.187	.256	74
227		Spencer Thrope	Middle East	6	60.0%	.204	.195	73
228		Liz Fujita	Michigan	6	60.0%	.171	.215	73
229		Joey Goldman	United Kingdom	6	60.0%	.187	.182	72
230		Shannon Jamison	Virginia	6	60.0%	.178	.193	72
231		Kai Tang	Illinois	6	60.0%	.177	.196	72
232		Jason Lai	New York	7	70.0%	.023	.180	72
233		Chris Hale	Virginia	6	60.0%	.184	.213	71
234		Michael Shang	Maryland	5	50.0%	.339	.212	70
235		Lars Melton	Virginia	6	60.0%	.158	.197	70
236		John Brock	Massachusetts	6	60.0%	.148	.184	70
237		Tristan Clarke	Arizona	6	60.0%	.133	.165	68
238		Zane Placie	Georgia	6	60.0%	.123	.121	68
239		Mike Myers	California	5	50.0%	.296	.251	67
240		Eric Li	Massachusetts	5	50.0%	.279	.251	66
241		Avery Strangstalien	Wisconsin	5	50.0%	.263	.302	66
242		Greg Garbee	Florida	5	50.0%	.257	.254	64
243		Sarah Benner	Ohio	5	50.0%	.240	.198	64
244		Ryan Luptak	Illinois	5	50.0%	.237	.202	63
245		Suwanna Blakey	Florida	6	60.0%	.032	.130	62
246		David Snoddon	Canada	5	50.0%	.192	.244	61
247		Jonathan Hunter	Florida	5	50.0%	.178	.150	61
248		Kenneth Martin	Illinois	5	50.0%	.186	.152	60
249		Dan Ni	New York	5	50.0%	.183	.174	60
250		Russ Hart	New York	6	60.0%	.003	.080	60
251		Aiden Benshimol	Massachusetts	5	50.0%	.174	.183	59
252		Deb Wells	Pennsylvania	5	50.0%	.171	.147	59
253		Andrew Fanko	United Kingdom	5	50.0%	.147	.213	59
254		Evan Knox	North Carolina	5	50.0%	.133	.127	57
255		Danielle Long	Illinois	5	50.0%	.126	.185	57
256		Bryan Householder	Ohio	5	50.0%	.131	.135	56
257		Haley Gambrell	South Carolina	5	50.0%	.128	.181	56
258		Spencer Brown	Virginia	5	50.0%	.123	.149	56
259		Emily Fletcher	Texas	5	50.0%	.109	.235	55
260		Cameron Williams	North Carolina	5	50.0%	.094	.129	55
261		Tommy Segi	Ohio	5	50.0%	.089	.170	54
262		Alexander Bandukwala	Illinois	5	50.0%	.078	.126	54
263		Brad Williams	Wisconsin	4	40.0%	.288	.260	53
264		Jessica Chellino	Florida	4	40.0%	.275	.220	52
265		Arlo Lyle	Arkansas	4	40.0%	.242	.184	52
266		Hidehiro Anto	California	5	50.0%	.057	.126	51
267		Josh Hill	Arkansas	5	50.0%	.033	.041	51
268		Kenny Peskin	Virginia	4	40.0%	.215	.290	50
269		Brock Stephenson	Canada	5	50.0%	.038	.025	50
270		Cari Milowicki	Ohio	4	40.0%	.184	.246	48
271		Aaron Lichtig	Maryland	4	40.0%	.156	.291	47
272		Andrew Almas	Canada	4	40.0%	.153	.265	47
273		George Atendido	Minnesota	4	40.0%	.150	.212	47
274		Mary Foley	Arizona	4	40.0%	.144	.137	47
275		Stacy Bridgette	West Virginia	4	40.0%	.114	.285	45
276		Chuck Yu	Maryland	3	30.0%	.375	.248	44
277		Cody Donahue	Mississippi	4	40.0%	.080	.131	44
278		James Carberry	Louisiana	4	40.0%	.057	.141	41
279		Mason Hauptman	Oklahoma	3	30.0%	.258	.278	39
280		Michael Joy	Michigan	3	30.0%	.148	.121	35
281		Sheldon Wong	Illinois	3	30.0%	.122	.246	34
282		Kara Lee	Oklahoma	3	30.0%	.000	.012	30
283		Jill Heink	Kentucky	2	20.0%	.248	.170	26
284		Haven Crowl	Oklahoma	2	20.0%	.116	.094	23
285		Violet Hundt	Wisconsin	2	20.0%	.000	.002	20
286		Susan Corbus	Illinois	1	10.0%	.181	.057	12
287		Louis Johnson	Alabama	1	10.0%	.000	.000	10
288		Amory Kaufman	Minnesota	0	0.0%	-1.000	-1.000	0
289		Guan Tong Tay	Asia	0	0.0%	-1.000	.006	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.