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2023 Popular Culture Week 43

Standings

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#	Awards	Player	Region	# Correct	% Correct	Average Correct Celerity	Std. Dev. Celerity	Score
1		Derek Martz	Illinois	10	100.0%	.522	.146	163
2		Jack Wolverton	Missouri	10	100.0%	.498	.164	161
3		Simon Sweeney	Pennsylvania	10	100.0%	.443	.258	154
4		Tucker Warner	New York	10	100.0%	.440	.224	152
5		Carlos Hernandez Fisher	Canada	10	100.0%	.403	.233	147
6		Charlie Fritz	Illinois	10	100.0%	.397	.239	146
7		Drew Scheeler	Ohio	10	100.0%	.385	.229	146
8		Tim Crockett	Washington	10	100.0%	.354	.230	142
9		Stephen Liu	California	10	100.0%	.345	.260	142
10		Clifford Galiher	California	9	90.0%	.473	.262	141
11		Chris Miller	Kentucky	10	100.0%	.360	.246	141
12		Chris Ottolino	Missouri	9	90.0%	.463	.218	139
13		Bobb X. Ha	Texas	9	90.0%	.459	.160	138
14		Dan Puma	Illinois	10	100.0%	.334	.208	138
15		McKinnie Lee Sizemore	Florida	10	100.0%	.328	.230	138
16		Andy Kravis	New York	10	100.0%	.319	.162	136
17		Jack Rousseau	California	10	100.0%	.308	.203	136
18		Stephen Morrison	Michigan	10	100.0%	.304	.225	136
19		Jack Brounstein	Texas	9	90.0%	.424	.221	135
20		Matthew Marcotte	California	9	90.0%	.408	.261	135
21		Daniel Chung	California	10	100.0%	.313	.249	135
22		Jason Hess	Texas	10	100.0%	.302	.120	135
23		Adam Escandell	Texas	9	90.0%	.397	.193	133
24		JinAh Kim	Virginia	10	100.0%	.291	.220	133
25		Lee Henry	Alabama	10	100.0%	.275	.237	132
26		John Petrovich	Indiana	9	90.0%	.402	.270	131
27		Benjamin Kitchen	Colorado	9	90.0%	.390	.247	131
28		Jack Van Nostrand	Canada	9	90.0%	.389	.203	131
29		Tom Minard	Canada	9	90.0%	.379	.277	131
30		Jessie Cubilla	Canada	9	90.0%	.377	.258	131
31		Mark McDonald	Illinois	10	100.0%	.275	.161	131
32		Matthew Marcus	Oregon	10	100.0%	.264	.166	131
33		Rahul Rao-Pothuraju	New York	9	90.0%	.366	.287	130
34		Harley Andrew	Wisconsin	9	90.0%	.364	.219	130
35		Christine Irwin	Canada	9	90.0%	.364	.215	129
36		Jason Sterlacci	New Jersey	9	90.0%	.359	.218	128
37		Adam Sapa	Canada	10	100.0%	.254	.256	127
38		Henry Cafaro	Illinois	10	100.0%	.237	.197	126
39		Dillon Edwards	Wisconsin	10	100.0%	.237	.179	126
40		Andy Brown	Illinois	9	90.0%	.336	.157	125
41		Ryan Milowicki	Connecticut	9	90.0%	.336	.196	125
42		Alec Chao	District of Columbia	9	90.0%	.332	.305	125
43		Deleena Simon	Michigan	10	100.0%	.233	.171	125
44		Theo Howe	United Kingdom	8	80.0%	.462	.254	124
45		Finn Bender	Wisconsin	8	80.0%	.455	.229	124
46		Omar Sajjad	California	9	90.0%	.329	.266	124
47		Sean Calhoun	Iowa	9	90.0%	.326	.223	124
48		Dan Passner	New Jersey	10	100.0%	.212	.229	124
49		Dibyo Haldar	Asia	10	100.0%	.199	.209	124
50		Kenji Shimizu	Michigan	9	90.0%	.327	.237	123
51		Mazin Omer	Massachusetts	9	90.0%	.325	.241	123
52		Alex Schmidt	Pennsylvania	9	90.0%	.322	.240	123
53		Kyle Kahan	California	9	90.0%	.303	.252	123
54		Paolo Pasco	California	10	100.0%	.219	.164	123
55		Scott Latchem	California	9	90.0%	.309	.214	122
56		John Riss	Illinois	9	90.0%	.305	.227	122
57		Myron Meyer	South Dakota	8	80.0%	.422	.299	121
58		Jeff Frank	Indiana	9	90.0%	.301	.213	121
59		Lawrence Simon	New York	9	90.0%	.299	.244	121
60		William Neiswanger	Washington	9	90.0%	.297	.188	121
61		Jason Palmer	Ohio	9	90.0%	.290	.225	121
62		Kari Race	Wisconsin	9	90.0%	.289	.245	121
63		Ewan Munro	Australia & Oceania	8	80.0%	.424	.252	120
64		Akosua Asante	Canada	9	90.0%	.298	.194	120
65		Jason Serrano	New York	9	90.0%	.294	.281	120
66		Daniel DeFelippis	Europe	10	100.0%	.178	.232	120
67		Joey Goldman	United Kingdom	8	80.0%	.408	.271	119
68		Owen Cooper	Alabama	9	90.0%	.280	.267	118
69		Will Swygart	United Kingdom	9	90.0%	.275	.232	118
70		Steven Brown	Virginia	9	90.0%	.273	.144	118
71		Greg Peterson	Illinois	9	90.0%	.273	.184	118
72		Seoan Webb	United Kingdom	9	90.0%	.272	.211	118
73		Scott Aefsky	Massachusetts	9	90.0%	.266	.192	118
74		Anthony Peek	Louisiana	8	80.0%	.367	.259	117
75		Ryan Manton	Ohio	9	90.0%	.268	.146	117
76		John Kocsis	Virginia	9	90.0%	.266	.249	117
77		Aaron Dos Remedios	Canada	9	90.0%	.266	.171	117
78		Benjamin Livingston	Minnesota	8	80.0%	.387	.245	116
79		Matt Smania	Michigan	9	90.0%	.253	.227	116
80		Arlo Lyle	Arkansas	9	90.0%	.249	.238	116
81		Will Johnson	Virginia	9	90.0%	.248	.191	116
82		Joseph Langas	Texas	9	90.0%	.258	.225	115
83		William Marshall	Alabama	8	80.0%	.352	.235	114
84		Greg Garbee	Florida	9	90.0%	.225	.183	114
85		Mike Myers	California	9	90.0%	.216	.239	114
86		Craig Moysey	Canada	8	80.0%	.371	.239	113
87		Kent Buxton	Maryland	8	80.0%	.354	.101	113
88		Samuel McCoy	Pennsylvania	8	80.0%	.345	.201	113
89		Jeremy Tsai	New Jersey	9	90.0%	.218	.260	113
90		William Travis	Texas	8	80.0%	.350	.243	112
91		Andrew Dupont	California	8	80.0%	.345	.235	112
92		Elisabeth Evan	Ohio	8	80.0%	.342	.149	112
93		Michael Patison	Texas	8	80.0%	.340	.227	112
94		Erik Christensen	Canada	7	70.0%	.503	.323	111
95		Brynn Jones	Alabama	8	80.0%	.347	.285	111
96		Michael Turner	South Carolina	8	80.0%	.327	.270	111
97		Jenn Tulo	Virginia	8	80.0%	.323	.245	111
98		David Kiang	Illinois	9	90.0%	.221	.181	111
99		Ali Filipowicz	Virginia	7	70.0%	.473	.269	110
100		Randall Eng	New York	7	70.0%	.469	.314	110
101		Tomás Aguilar-Fraga	California	8	80.0%	.319	.241	110
102		Naveed Chowdhury	California	9	90.0%	.205	.194	110
103		Jacob O'Rourke	Missouri	9	90.0%	.200	.197	110
104		Matthew LaMagna	Virginia	8	80.0%	.330	.207	109
105		James Denning	Ohio	8	80.0%	.293	.298	109
106		Mark Morris	Alabama	9	90.0%	.190	.236	109
107		Kevin Lei	Canada	8	80.0%	.318	.238	108
108		Siddharth Hariharan	Maryland	8	80.0%	.301	.258	108
109		Daniel Feitel	District of Columbia	8	80.0%	.299	.261	108
110		Mike Malloy	Wisconsin	8	80.0%	.298	.251	108
111		Brian Lipinski	District of Columbia	8	80.0%	.297	.215	108
112		Michael Kettler	Ohio	8	80.0%	.295	.223	108
113		Matthew Askins	Arizona	9	90.0%	.172	.204	108
114		Frank Grabowski	Pennsylvania	9	90.0%	.178	.155	107
115		Andy Rossitch	Georgia	8	80.0%	.281	.194	106
116		Kendall Plapp	New York	9	90.0%	.161	.148	106
117		Michael Coates	Idaho	7	70.0%	.403	.343	105
118		Kenneth Martin	Illinois	8	80.0%	.289	.227	105
119		Michael McPartland	United Kingdom	8	80.0%	.277	.191	105
120		Stephen Ours	Virginia	8	80.0%	.266	.205	105
121		Devon Edwards	New York	7	70.0%	.405	.171	104
122		James Dowd	Hawaii	8	80.0%	.272	.190	104
123		Connor Teevens	Michigan	8	80.0%	.260	.271	104
124		Jesse Tow	Illinois	8	80.0%	.255	.202	104
125		Mick Reinhard	Pennsylvania	8	80.0%	.244	.217	104
126		Julian Saddy	Canada	8	80.0%	.261	.175	103
127		John Presloid	Ohio	8	80.0%	.259	.209	103
128		Andrew Foerster	North Carolina	8	80.0%	.251	.221	103
129		Delano Barnes	Texas	9	90.0%	.134	.120	103
130		Harry White	Virginia	8	80.0%	.252	.174	102
131		Ashwath Seetharaman	Texas	8	80.0%	.239	.227	102
132		James Washick	South Carolina	7	70.0%	.378	.285	101
133		David Edwards	Illinois	7	70.0%	.374	.309	101
134		Steve Bahnaman	North Carolina	8	80.0%	.257	.163	101
135		Andrew Fisher	United Kingdom	8	80.0%	.242	.155	101
136		Evan Knox	North Carolina	8	80.0%	.234	.202	101
137		Scott Oberstaedt	Virginia	7	70.0%	.375	.225	100
138		Darrell Johnson	Arizona	7	70.0%	.368	.206	100
139		Daniel Jude	California	8	80.0%	.232	.132	100
140		Stephanie Perkins	Missouri	7	70.0%	.356	.234	99
141		Alex Dzurick	Missouri	7	70.0%	.353	.214	99
142		Ben Smith	Canada	8	80.0%	.220	.129	98
143		Ramapriya Rangaraju	Kentucky	8	80.0%	.214	.197	98
144		Nate Muckley	Illinois	7	70.0%	.343	.244	97
145		Jenna Hull	California	7	70.0%	.332	.214	97
146		Max Smiley	California	8	80.0%	.206	.211	97
147		Jonathan Pinyan	New Jersey	7	70.0%	.310	.242	96
148		Michael Bentley	Washington	7	70.0%	.289	.260	95
149		Kevin McCabe	Colorado	8	80.0%	.182	.166	95
150		Lauren Manton	Ohio	8	80.0%	.178	.175	95
151		Eric Douglass	South Carolina	6	60.0%	.458	.269	94
152		David Cruickshank	United Kingdom	7	70.0%	.304	.188	94
153		Ned Tagtmeier	Illinois	7	70.0%	.291	.224	94
154		Michael Olson	Minnesota	7	70.0%	.283	.197	94
155		Suna Tabag	Illinois	8	80.0%	.166	.137	94
156		Talia Fan	Canada	8	80.0%	.160	.144	94
157		Jackson Todd	Georgia	7	70.0%	.296	.183	93
158		Cari Milowicki	Ohio	7	70.0%	.295	.247	93
159		Gerry Tansey	Missouri	7	70.0%	.292	.239	93
160		Tyler Berry	Canada	7	70.0%	.291	.199	92
161		Elizabeth Chang	Washington	7	70.0%	.274	.221	92
162		Radu Popescu	Canada	7	70.0%	.274	.191	92
163		Chris Becker	Maryland	7	70.0%	.267	.210	92
164		George Atendido	Minnesota	7	70.0%	.263	.207	92
165		Daniel White	Washington	7	70.0%	.261	.191	92
166		Thomas Credeur	Louisiana	8	80.0%	.153	.137	92
167		Danny Lardner	United Kingdom	7	70.0%	.283	.184	91
168		Nate Kane	Arizona	7	70.0%	.273	.177	91
169		Raul Passement	Texas	7	70.0%	.255	.180	91
170		Ben Stalets	Illinois	6	60.0%	.441	.330	90
171		Garrison Page	Kentucky	7	70.0%	.271	.177	90
172		Sofia Pralle	Washington	7	70.0%	.256	.210	90
173		Jimmy Dunn	Michigan	7	70.0%	.240	.224	90
174		Andrew Medlin	Louisiana	7	70.0%	.239	.167	89
175		Mitchell Rimerman	District of Columbia	7	70.0%	.229	.291	89
176		Brian Hamilton	Oregon	7	70.0%	.251	.199	88
177		Nora Denning	Ohio	7	70.0%	.242	.234	88
178		Robert Kilner	Ohio	7	70.0%	.240	.185	88
179		James Kang	California	7	70.0%	.238	.297	88
180		Henry Blyth	Ohio	7	70.0%	.234	.262	88
181		Chris Hale	Virginia	7	70.0%	.217	.219	87
182		Ben Dillon	Indiana	7	70.0%	.208	.143	86
183		Cameron Williams	North Carolina	7	70.0%	.207	.196	86
184		Gwen Abrams	Nevada	7	70.0%	.203	.156	86
185		Jonathan Hunter	Florida	7	70.0%	.193	.201	86
186		Parth Jagtap	Canada	6	60.0%	.355	.273	85
187		Sarah Benner	Ohio	7	70.0%	.190	.164	85
188		Zoe Kaperonis	New York	7	70.0%	.186	.244	84
189		Kane Keller	Louisiana	7	70.0%	.184	.240	84
190		Shauna McNally	Canada	7	70.0%	.178	.233	84
191		Stan Jastrzebski	Indiana	6	60.0%	.350	.227	83
192		Matt Coleman	Washington	6	60.0%	.335	.225	83
193		Nick Matchen	Illinois	6	60.0%	.334	.250	83
194		Candy Murphy	Virginia	6	60.0%	.324	.192	83
195		Chauncey Lo	California	7	70.0%	.201	.173	83
196		Haley Gambrell	South Carolina	7	70.0%	.172	.230	83
197		Christopher Parsons	Washington	7	70.0%	.168	.160	83
198		Hidehiro Anto	California	7	70.0%	.166	.153	83
199		Jonathan Hugendubler	Maryland	8	80.0%	.059	.039	83
200		Lynn Yu	California	6	60.0%	.313	.232	82
201		Jordan Brownstein	Virginia	6	60.0%	.311	.266	82
202		Losha Ndemeno-Tegomoh	Minnesota	6	60.0%	.315	.240	81
203		Cody Donahue	Mississippi	6	60.0%	.315	.221	81
204		Andrew Fanko	United Kingdom	6	60.0%	.300	.195	81
205		Ryan Hemmel	California	7	70.0%	.179	.148	81
206		Dawson Owens	Ohio	7	70.0%	.168	.126	81
207		Joe Nutter	Georgia	7	70.0%	.155	.202	81
208		Brian Morehouse	Connecticut	7	70.0%	.149	.129	81
209		Jason Lai	New York	7	70.0%	.142	.148	81
210		Erik Eide	Canada	5	50.0%	.500	.280	80
211		Owen McCoy	Illinois	6	60.0%	.304	.233	80
212		Paul Campbell	California	6	60.0%	.295	.178	80
213		Anthony DiCarlo	California	6	60.0%	.295	.256	80
214		Justin Dusaj	Michigan	6	60.0%	.289	.221	80
215		Amy Whitelaw	Virginia	6	60.0%	.279	.203	80
216		Rachael Peters	Michigan	7	70.0%	.126	.143	80
217		Deb Wells	Pennsylvania	6	60.0%	.272	.199	79
218		Avery Strangstalien	Wisconsin	6	60.0%	.261	.297	79
219		Stacy Bridgette	West Virginia	7	70.0%	.142	.125	79
220		Erik Nickels	California	6	60.0%	.267	.221	78
221		Matthew Grieco	New York	6	60.0%	.264	.220	78
222		Curtis Roselle	Illinois	6	60.0%	.264	.222	78
223		Joshua Levit	Massachusetts	6	60.0%	.256	.202	78
224		Sinecio Morales	Maryland	6	60.0%	.252	.135	77
225		Shannon Jamison	Virginia	6	60.0%	.246	.178	77
226		Christian Wilson	New York	7	70.0%	.099	.290	77
227		Spencer Thrope	Middle East	6	60.0%	.248	.194	76
228		Darren Petrosino	New Jersey	6	60.0%	.219	.282	76
229		Trevor Greissinger	Wisconsin	6	60.0%	.216	.156	75
230		Lars Melton	Virginia	5	50.0%	.403	.206	74
231		Abel Gilsing	Europe	6	60.0%	.214	.187	74
232		Ryan Luptak	Illinois	5	50.0%	.396	.198	73
233		Josh Hill	Arkansas	6	60.0%	.199	.152	73
234		Will Howells	United Kingdom	6	60.0%	.199	.136	73
235		Aiden Benshimol	Massachusetts	6	60.0%	.203	.177	72
236		Jessica Fleischer	Illinois	6	60.0%	.200	.209	72
237		Chuck Yu	Maryland	6	60.0%	.193	.162	72
238		Rebecca May	Alabama	7	70.0%	.043	.072	72
239		Nora Elder	Illinois	6	60.0%	.186	.171	71
240		Jack Garrison	Ohio	6	60.0%	.173	.148	71
241		Liz Fujita	Michigan	6	60.0%	.162	.137	71
242		Natalie Schermer	Washington	6	60.0%	.160	.171	71
243		Alexander Bandukwala	Illinois	6	60.0%	.156	.132	71
244		Victor Pavao	Massachusetts	5	50.0%	.346	.329	70
245		Molly Risley	Tennessee	5	50.0%	.345	.255	70
246		Wesley Erpelding	Minnesota	6	60.0%	.178	.205	70
247		Alex Paskevicius	Canada	6	60.0%	.165	.142	70
248		Peter Donarum	Maryland	6	60.0%	.132	.155	69
249		Chris Abrams	Nevada	5	50.0%	.300	.247	68
250		Paul Villaluz	Nevada	5	50.0%	.318	.217	67
251		Quinn McGarry	Missouri	5	50.0%	.308	.176	67
252		Lauren Cusitello	California	5	50.0%	.304	.230	67
253		Andrey Goder	California	6	60.0%	.118	.105	67
254		Arjun Sivakumar	California	5	50.0%	.246	.191	65
255		Aaron Lichtig	Maryland	5	50.0%	.256	.181	64
256		Jill Heink	Kentucky	5	50.0%	.255	.206	64
257		Liam Buck	Minnesota	5	50.0%	.252	.225	64
258		Michael Shang	Maryland	5	50.0%	.232	.182	64
259		Holden Nichols	Illinois	6	60.0%	.072	.091	64
260		Hannah Hillis	Illinois	5	50.0%	.242	.235	63
261		James E. Lasker	Texas	5	50.0%	.233	.180	62
262		Jason Laabs	Minnesota	5	50.0%	.200	.193	61
263		Jessica Chellino	Florida	5	50.0%	.199	.123	61
264		Eric Li	Massachusetts	4	40.0%	.422	.258	60
265		Sarah Whisenhunt	Virginia	5	50.0%	.203	.130	60
266		Kai Tang	Illinois	5	50.0%	.150	.124	57
267		Andrew Almas	Canada	5	50.0%	.149	.123	57
268		Mary Foley	Arizona	5	50.0%	.137	.100	57
269		Dan Ni	New York	5	50.0%	.122	.139	57
270		Michael Joy	Michigan	4	40.0%	.352	.212	56
271		Brad Williams	Wisconsin	4	40.0%	.333	.152	56
272		Michael Arjona	Georgia	4	40.0%	.320	.176	56
273		Daniel Galitsky	District of Columbia	5	50.0%	.133	.234	56
274		Bryan Householder	Ohio	5	50.0%	.125	.109	56
275		Douglas Wilham	Kentucky	5	50.0%	.123	.095	56
276		Elise Preston	Illinois	5	50.0%	.110	.115	56
277		Bia Vergakis	Illinois	5	50.0%	.099	.207	56
278		Tristan Clarke	Arizona	4	40.0%	.314	.318	55
279		Rikiya Cheaves	Florida	5	50.0%	.128	.224	55
280		Sheldon Wong	Illinois	5	50.0%	.089	.081	55
281		Tony Chen	Canada	4	40.0%	.287	.204	54
282		Zane Placie	Georgia	5	50.0%	.099	.094	54
283		Erica Nordstrom	Illinois	5	50.0%	.098	.087	54
284		Carolyn Dow	Illinois	5	50.0%	.074	.090	54
285		Matt Rossitch	Georgia	5	50.0%	.051	.113	52
286		Tommy Segi	Ohio	4	40.0%	.224	.212	49
287		Alexandra Transue	Illinois	4	40.0%	.204	.257	49
288		Susan Corbus	Illinois	4	40.0%	.201	.120	48
289		Christopher Vuong	Louisiana	4	40.0%	.166	.299	47
290		Javas Lal	New Jersey	4	40.0%	.161	.144	47
291		Violet Hundt	Wisconsin	4	40.0%	.129	.101	45
292		Steve Charnick	New Jersey	4	40.0%	.099	.078	44
293		James Carberry	Louisiana	4	40.0%	.093	.091	43
294		Jack Foster	Georgia	4	40.0%	.061	.060	42
295		Lemuel Chan	Illinois	4	40.0%	.050	.080	42
296		Valerie Ogonor	Georgia	4	40.0%	.052	.033	41
297		Ben Tuxhorn	Illinois	3	30.0%	.290	.202	40
298		Luke Gribbins	Illinois	3	30.0%	.222	.300	38
299		Emily Fletcher	Texas	3	30.0%	.239	.146	37
300		David Snoddon	Canada	3	30.0%	.079	.106	33
301		Danielle Long	Illinois	3	30.0%	.084	.090	32
302		Amory Kaufman	Minnesota	2	20.0%	.264	.203	26
303		Cashton Krippel	Illinois	1	50.0%	.629	-1.000	18
304		Kelly Rabin	Washington	1	100.0%	.000	-1.000	10
305		Guan Tong Tay	Asia	0	0.0%	-1.000	.039	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.