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2023 Popular Culture Week 4

Standings

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#	Awards	Player	Region	# Correct	% Correct	Average Correct Celerity	Std. Dev. Celerity	Score
1		Rahul Rao-Pothuraju	New York	10	100.0%	.349	.212	140
2		Harley Andrew	Wisconsin	9	90.0%	.434	.274	135
3		Tomás Aguilar-Fraga	California	9	90.0%	.424	.209	135
4		Drew Scheeler	Ohio	10	100.0%	.295	.220	135
5		Bobb X. Ha	Texas	9	90.0%	.395	.245	132
6		Ryan Milowicki	Connecticut	10	100.0%	.282	.206	132
7		Chris Miller	Kentucky	9	90.0%	.390	.228	131
8		Kenji Shimizu	Michigan	10	100.0%	.277	.242	131
9		Will Swygart	United Kingdom	9	90.0%	.337	.287	127
10		Andrew Dupont	California	9	90.0%	.349	.217	126
11		Jack Brounstein	Texas	8	80.0%	.466	.255	125
12		Brian Lipinski	District of Columbia	9	90.0%	.336	.135	125
13		Ryan Manton	Ohio	10	100.0%	.210	.287	125
14		Greg Peterson	Illinois	9	90.0%	.317	.273	124
15		Alex Schmidt	Pennsylvania	9	90.0%	.318	.230	123
16		Jeremy Tsai	New Jersey	10	100.0%	.192	.174	123
17		Chris Ottolino	Missouri	9	90.0%	.314	.175	122
18		Andy Kravis	New York	9	90.0%	.297	.175	122
19		Lee Henry	Alabama	9	90.0%	.294	.232	122
20		Alec Chao	District of Columbia	10	100.0%	.214	.184	122
21		Kendall Plapp	New York	10	100.0%	.201	.244	122
22		Spencer Thrope	Middle East	10	100.0%	.195	.223	122
23		Dan Passner	New Jersey	10	100.0%	.191	.168	122
24		Jason Serrano	New York	9	90.0%	.296	.263	121
25		Max Smiley	California	9	90.0%	.289	.230	121
26		Jason Hess	Texas	9	90.0%	.302	.220	120
27		Lawrence Simon	New York	9	90.0%	.294	.236	120
28		Anthony Peek	Louisiana	9	90.0%	.291	.237	120
29		Darren Petrosino	New Jersey	9	90.0%	.280	.268	120
30		Henry Blyth	Ohio	9	90.0%	.293	.231	119
31		Daniel Chung	California	9	90.0%	.279	.137	119
32		Mazin Omer	Massachusetts	8	80.0%	.396	.263	118
33		Evan Nagler	New York	9	90.0%	.273	.205	118
34		Scott Latchem	California	9	90.0%	.273	.250	117
35		Lauren Manton	Ohio	9	90.0%	.261	.244	117
36		Aaron Dos Remedios	Canada	9	90.0%	.258	.177	117
37		Aiden Benshimol	Massachusetts	9	90.0%	.244	.253	117
38		Akosua Asante	Canada	10	100.0%	.158	.162	117
39		Frank Grabowski	Pennsylvania	10	100.0%	.150	.151	117
40		Steven Brown	Virginia	9	90.0%	.259	.182	116
41		Kyle Kahan	California	9	90.0%	.244	.187	116
42		Deleena Simon	Michigan	10	100.0%	.143	.195	116
43		Jason Laabs	Minnesota	10	100.0%	.139	.256	116
44		Derek Martz	Illinois	8	80.0%	.377	.206	115
45		Carlos Hernandez Fisher	Canada	8	80.0%	.357	.289	115
46		Siddarth Kumar	Indiana	9	90.0%	.261	.243	115
47		Tucker Warner	New York	9	90.0%	.250	.202	115
48		Spencer Brown	Virginia	9	90.0%	.249	.263	115
49		Jason Sterlacci	New Jersey	9	90.0%	.245	.234	115
50		Kai Tang	Illinois	10	100.0%	.153	.178	115
51		John Lance	Colorado	9	90.0%	.218	.168	113
52		Sean Calhoun	Iowa	10	100.0%	.134	.134	113
53		Dillon Edwards	Wisconsin	10	100.0%	.126	.118	113
54		Theo Howe	United Kingdom	8	80.0%	.337	.277	112
55		Ali Filipowicz	Virginia	8	80.0%	.329	.279	112
56		Tracey Hickman	Oklahoma	8	80.0%	.325	.201	112
57		Stephen Morrison	Michigan	9	90.0%	.225	.194	112
58		Daniel Jude	California	9	90.0%	.211	.246	112
59		Robert Kilner	Ohio	10	100.0%	.121	.112	112
60		Kevin McCabe	Colorado	10	100.0%	.117	.125	112
61		Darrell Johnson	Arizona	8	80.0%	.328	.225	111
62		Michael Coates	Idaho	9	90.0%	.208	.249	111
63		Tim Crockett	Washington	9	90.0%	.203	.155	111
64		Charlie Fritz	Illinois	9	90.0%	.200	.292	111
65		Jeff Frank	Indiana	9	90.0%	.208	.194	110
66		Jessie Cubilla	Canada	9	90.0%	.202	.211	110
67		Michael Olson	Minnesota	9	90.0%	.197	.163	110
68		Danny Lardner	United Kingdom	9	90.0%	.205	.190	109
69		Talia Fan	Canada	9	90.0%	.200	.263	109
70		Hidehiro Anto	California	9	90.0%	.190	.181	109
71		Naveed Chowdhury	California	10	100.0%	.089	.118	109
72		Jack Rousseau	California	8	80.0%	.301	.252	108
73		Omar Sajjad	California	9	90.0%	.182	.203	108
74		Christopher Parsons	Washington	9	90.0%	.180	.177	108
75		Shauna McNally	Canada	8	80.0%	.294	.254	107
76		Katie Bauermeister	California	8	80.0%	.280	.193	107
77		Christine Irwin	Canada	9	90.0%	.167	.198	107
78		Finn Bender	Wisconsin	8	80.0%	.283	.240	106
79		Erik Christensen	Canada	8	80.0%	.264	.304	106
80		Mick Reinhard	Pennsylvania	9	90.0%	.149	.183	105
81		Simon Sweeney	Pennsylvania	9	90.0%	.146	.212	105
82		Ross Ferguson	South Carolina	8	80.0%	.268	.242	104
83		Matthew Grieco	New York	8	80.0%	.239	.239	104
84		Sarah Whisenhunt	Virginia	9	90.0%	.162	.156	104
85		Chuck Yu	Maryland	9	90.0%	.162	.166	104
86		Erik Eide	Canada	8	80.0%	.257	.240	103
87		Clifford Galiher	California	8	80.0%	.256	.236	103
88		Nate Kane	Arizona	8	80.0%	.253	.178	103
89		Anu Kashyap	California	8	80.0%	.241	.228	103
90		Nicholas Harrison	Canada	8	80.0%	.237	.271	103
91		Chauncey Lo	California	9	90.0%	.146	.178	103
92		Pranav Veluri	Indiana	8	80.0%	.257	.189	102
93		Matthew Marcotte	California	8	80.0%	.232	.180	102
94		Mike Malloy	Wisconsin	8	80.0%	.252	.221	101
95		Gary Morris	New York	8	80.0%	.238	.205	101
96		John Petrovich	Indiana	8	80.0%	.227	.253	101
97		Harry White	Virginia	8	80.0%	.223	.189	101
98		Trevor Greissinger	Wisconsin	8	80.0%	.218	.223	101
99		Ryan Rosenberg	California	9	90.0%	.118	.149	101
100		Randall Eng	New York	8	80.0%	.234	.183	100
101		John Presloid	Ohio	8	80.0%	.227	.178	100
102		Radu Popescu	Canada	8	80.0%	.227	.162	100
103		Jack Wolverton	Missouri	8	80.0%	.220	.212	100
104		Arlo Lyle	Arkansas	8	80.0%	.220	.188	100
105		Oliver Forrest	United Kingdom	8	80.0%	.206	.240	100
106		Alex Dzurick	Missouri	9	90.0%	.100	.141	100
107		William Marshall	Alabama	7	70.0%	.347	.243	99
108		Kane Keller	Louisiana	8	80.0%	.221	.154	99
109		Joey Goldman	United Kingdom	8	80.0%	.217	.187	99
110		Stephanie Perkins	Missouri	8	80.0%	.204	.227	99
111		Mike Myers	California	8	80.0%	.202	.233	99
112		Tyler Berry	Canada	9	90.0%	.101	.116	99
113		Chris Abrams	Nevada	7	70.0%	.337	.259	98
114		Daniel White	Washington	8	80.0%	.201	.224	98
115		Elisabeth Evan	Ohio	8	80.0%	.188	.194	98
116		Matt Rossitch	Georgia	9	90.0%	.096	.116	98
117		Natalie Schermer	Washington	8	80.0%	.205	.215	97
118		Michael Arjona	Georgia	8	80.0%	.198	.176	97
119		Owen Cooper	Alabama	8	80.0%	.195	.178	97
120		Daniel DeFelippis	Europe	8	80.0%	.192	.203	97
121		Michael McPartland	United Kingdom	8	80.0%	.184	.240	97
122		Benjamin Livingston	Minnesota	7	70.0%	.323	.253	96
123		McKinnie Lee Sizemore	Florida	7	70.0%	.309	.275	96
124		Sam Davis	Texas	8	80.0%	.191	.175	96
125		Ashwath Seetharaman	Texas	8	80.0%	.189	.177	96
126		Jack Garrison	Ohio	8	80.0%	.187	.230	96
127		Jenna Hull	California	8	80.0%	.185	.161	96
128		Nate Muckley	Illinois	8	80.0%	.185	.150	96
129		Chris Becker	Maryland	8	80.0%	.167	.187	96
130		Rachael Peters	Michigan	9	90.0%	.068	.116	96
131		Jonathan Hugendubler	Maryland	9	90.0%	.058	.095	96
132		Steve Bahnaman	North Carolina	7	70.0%	.312	.235	95
133		Jason Palmer	Ohio	7	70.0%	.304	.251	95
134		Andrew Fisher	United Kingdom	8	80.0%	.178	.175	95
135		James Denning	Ohio	8	80.0%	.171	.218	95
136		Dan Puma	Illinois	8	80.0%	.170	.171	95
137		John Kocsis	Virginia	8	80.0%	.170	.211	95
138		Rikiya Cheaves	Florida	8	80.0%	.169	.173	95
139		Ewan Munro	Australia & Oceania	8	80.0%	.168	.232	95
140		David Kiang	Illinois	8	80.0%	.168	.148	95
141		Kevin Lei	Canada	8	80.0%	.167	.228	95
142		Wesley Erpelding	Minnesota	8	80.0%	.163	.238	95
143		Matthew Askins	Arizona	8	80.0%	.157	.173	95
144		Will Howells	United Kingdom	7	70.0%	.307	.199	94
145		Gwen Abrams	Nevada	8	80.0%	.173	.177	94
146		Brian Hamilton	Oregon	8	80.0%	.165	.182	94
147		Jonathan Hunter	Florida	8	80.0%	.162	.142	94
148		Scott Aefsky	Massachusetts	8	80.0%	.159	.173	94
149		JinAh Kim	Virginia	8	80.0%	.153	.150	94
150		Sarah Benner	Ohio	7	70.0%	.292	.149	93
151		Jonathan Pinyan	New Jersey	7	70.0%	.289	.243	93
152		Myron Meyer	South Dakota	7	70.0%	.285	.241	93
153		Adam Sapa	Canada	7	70.0%	.284	.231	93
154		Erik Nickels	California	7	70.0%	.284	.143	93
155		Tom Minard	Canada	7	70.0%	.280	.249	93
156		Jackson Todd	Georgia	7	70.0%	.277	.272	93
157		Shannon Jamison	Virginia	7	70.0%	.264	.257	93
158		Ryan Hemmel	California	8	80.0%	.158	.153	93
159		Thomas Credeur	Louisiana	8	80.0%	.151	.173	93
160		Chris McDonald	Florida	8	80.0%	.146	.175	93
161		Brian Morehouse	Connecticut	8	80.0%	.143	.188	93
162		Paolo Pasco	California	7	70.0%	.280	.229	92
163		Kari Race	Wisconsin	7	70.0%	.276	.254	92
164		Gerry Tansey	Missouri	7	70.0%	.274	.251	92
165		Jimmy Li	California	8	80.0%	.154	.177	92
166		Paul Campbell	California	8	80.0%	.146	.137	92
167		Lynn Yu	California	8	80.0%	.129	.181	92
168		Jacob O'Rourke	Missouri	8	80.0%	.136	.173	91
169		Quinn McGarry	Missouri	8	80.0%	.135	.306	91
170		Jason Lai	New York	9	90.0%	.015	.043	91
171		Craig Moysey	Canada	6	60.0%	.419	.231	90
172		Amy Whitelaw	Virginia	7	70.0%	.242	.192	90
173		Michael Kettler	Ohio	7	70.0%	.237	.171	90
174		James E. Lasker	Texas	8	80.0%	.136	.119	90
175		Paul Villaluz	Nevada	8	80.0%	.117	.125	90
176		Aaron Bola	New York	8	80.0%	.114	.119	90
177		Brynn Jones	Alabama	6	60.0%	.407	.278	89
178		Raul Passement	Texas	7	70.0%	.242	.238	89
179		Michael Bentley	Washington	7	70.0%	.231	.222	89
180		Stephen Ours	Virginia	7	70.0%	.229	.221	89
181		Alexander Bandukwala	Illinois	8	80.0%	.112	.128	89
182		Stacy Bridgette	West Virginia	8	80.0%	.104	.140	89
183		Kyle Morehouse	Connecticut	8	80.0%	.096	.144	89
184		William Travis	Texas	6	60.0%	.394	.306	88
185		Joseph Langas	Texas	7	70.0%	.246	.200	88
186		Ben Smith	Canada	7	70.0%	.232	.196	88
187		Joshua Levit	Massachusetts	7	70.0%	.232	.177	88
188		David Cruickshank	United Kingdom	7	70.0%	.214	.209	87
189		Stephen Liu	California	7	70.0%	.211	.238	87
190		Amogh Kulkarni	Illinois	7	70.0%	.196	.242	87
191		Connor Teevens	Michigan	7	70.0%	.204	.263	86
192		Ozzie Fallick	California	7	70.0%	.190	.174	86
193		Jessica Fleischer	Illinois	7	70.0%	.190	.211	86
194		Joe Nutter	Georgia	8	80.0%	.075	.108	86
195		Reesa Wiggins	Wisconsin	8	80.0%	.061	.170	86
196		James Dowd	Hawaii	6	60.0%	.346	.251	85
197		Victor Pavao	Massachusetts	7	70.0%	.215	.204	85
198		Kenneth Martin	Illinois	7	70.0%	.195	.198	85
199		Eric Douglass	South Carolina	7	70.0%	.192	.126	84
200		Matthew LaMagna	Virginia	7	70.0%	.179	.183	84
201		Rudra Ranganathan	Massachusetts	7	70.0%	.172	.234	84
202		Patrick Carthy	Europe	7	70.0%	.170	.242	84
203		Candy Murphy	Virginia	7	70.0%	.170	.138	84
204		Kelly Rabin	Washington	7	70.0%	.177	.189	83
205		Elizabeth Chang	Washington	7	70.0%	.175	.195	83
206		James Washick	South Carolina	7	70.0%	.172	.133	83
207		Nathan Aderhold	Colorado	7	70.0%	.165	.234	83
208		Brad Williams	Wisconsin	6	60.0%	.310	.235	82
209		Ramapriya Rangaraju	Kentucky	6	60.0%	.308	.293	82
210		Lauren Cusitello	California	7	70.0%	.165	.146	82
211		Greg Garbee	Florida	7	70.0%	.161	.179	82
212		Josh Walker	Ohio	6	60.0%	.314	.191	81
213		Stan Jastrzebski	Indiana	7	70.0%	.155	.198	81
214		Jordan Brownstein	Virginia	7	70.0%	.144	.170	81
215		Zane Placie	Georgia	8	80.0%	.012	.157	81
216		Devon Edwards	New York	6	60.0%	.295	.288	80
217		Siddharth Hariharan	Maryland	7	70.0%	.145	.156	80
218		Matthew Marcus	Oregon	7	70.0%	.139	.146	79
219		Delano Barnes	Texas	7	70.0%	.128	.277	79
220		Haley Gambrell	South Carolina	7	70.0%	.117	.159	79
221		Ned Tagtmeier	Illinois	6	60.0%	.265	.225	78
222		Christian Wilson	New York	6	60.0%	.263	.277	78
223		Alex Paskevicius	Canada	7	70.0%	.109	.119	77
224		James Carberry	Louisiana	7	70.0%	.101	.115	77
225		Matthew Stern	Alabama	7	70.0%	.099	.133	77
226		Gary Foote	Maryland	7	70.0%	.090	.133	77
227		Kenny Peskin	Virginia	6	60.0%	.241	.251	76
228		Seoan Webb	United Kingdom	6	60.0%	.231	.221	76
229		Gail Celio	Minnesota	6	60.0%	.230	.264	76
230		Andrey Goder	California	7	70.0%	.097	.177	76
231		Hans von Walter	California	6	60.0%	.228	.197	75
232		Chris Hale	Virginia	7	70.0%	.095	.077	75
233		Nick Matchen	Illinois	7	70.0%	.077	.079	75
234		Andrew Fanko	United Kingdom	7	70.0%	.065	.114	75
235		John Brock	Massachusetts	6	60.0%	.196	.151	74
236		Deb Wells	Pennsylvania	6	60.0%	.191	.203	74
237		George Atendido	Minnesota	6	60.0%	.189	.222	74
238		Gregory Berman	Illinois	7	70.0%	.053	.128	74
239		Andrew Foerster	North Carolina	6	60.0%	.203	.186	73
240		Jenn Tulo	Virginia	6	60.0%	.197	.183	73
241		Sheldon Wong	Illinois	7	70.0%	.049	.080	73
242		Douglas Wilham	Kentucky	7	70.0%	.032	.072	72
243		Lars Melton	Virginia	6	60.0%	.187	.122	71
244		Mary Foley	Arizona	6	60.0%	.150	.222	71
245		John Riss	Illinois	5	50.0%	.345	.273	70
246		Anthony DiCarlo	California	6	60.0%	.156	.170	69
247		Nathan Hamer	United Kingdom	6	60.0%	.137	.177	69
248		Brendon O'Donnell	Illinois	6	60.0%	.132	.189	68
249		Losha Ndemeno-Tegomoh	Minnesota	6	60.0%	.128	.118	68
250		Justin Dusaj	Michigan	6	60.0%	.115	.126	68
251		Kaberi Chakrabarty	Illinois	6	60.0%	.113	.126	68
252		Seth Moland-Kovash	Illinois	6	60.0%	.107	.224	66
253		Joshua Grischow	Ohio	6	60.0%	.083	.116	66
254		Kasper Statz	Florida	5	50.0%	.245	.243	65
255		Aaron Lichtig	Maryland	6	60.0%	.091	.104	65
256		Matthew Hart	Minnesota	6	60.0%	.090	.098	65
257		Karsten Wallace	Alabama	6	60.0%	.074	.139	65
258		James Kang	California	5	50.0%	.244	.233	64
259		Christopher Harris	Texas	6	60.0%	.080	.071	64
260		Daniel Feitel	District of Columbia	5	50.0%	.235	.248	63
261		Mike Boone	Ohio	6	60.0%	.047	.076	63
262		Parth Jagtap	Canada	6	60.0%	.046	.224	63
263		David Snoddon	Canada	6	60.0%	.024	.054	61
264		Brock Stephenson	Canada	5	50.0%	.191	.171	60
265		Michael Joy	Michigan	6	60.0%	.016	.017	60
266		Sharon Kells	Illinois	6	60.0%	.001	.153	60
267		Mindy Wong	New York	6	60.0%	.000	.072	60
268		Matthew Given	Louisiana	5	50.0%	.166	.167	59
269		Jimmy Dunn	Michigan	4	40.0%	.372	.287	57
270		Max Woghiren	Canada	5	50.0%	.108	.134	56
271		Dmitriy Zakharov	District of Columbia	5	50.0%	.108	.095	55
272		Jessica Chellino	Florida	5	50.0%	.106	.122	55
273		Daniel Fullard	United Kingdom	5	50.0%	.093	.076	55
274		Ryan Luptak	Illinois	5	50.0%	.094	.132	54
275		Tristan Clarke	Arizona	5	50.0%	.090	.231	54
276		Dan Ni	New York	5	50.0%	.076	.075	53
277		Dana Thurmond	Florida	5	50.0%	.054	.227	53
278		David Edwards	Illinois	5	50.0%	.045	.045	52
279		Adam Escandell	Texas	4	40.0%	.252	.270	51
280		Scott Oberstaedt	Virginia	4	40.0%	.241	.150	51
281		Josh Hill	Arkansas	5	50.0%	.071	.148	51
282		Emily Fletcher	Texas	4	40.0%	.209	.264	50
283		Nora Denning	Ohio	4	40.0%	.215	.116	48
284		Andrew Almas	Canada	4	40.0%	.184	.152	48
285		Chris Morin	New York	4	40.0%	.122	.158	45
286		Abel Gilsing	Europe	4	40.0%	.073	.200	42
287		Danielle Long	Illinois	4	40.0%	.022	.028	41
288		Guan Tong Tay	Asia	3	30.0%	.000	.382	30
289		Jordan Sackmaster	Wisconsin	3	30.0%	.000	.042	30
290		Amory Kaufman	Minnesota	2	20.0%	.364	.297	29
291		Madeline Painter	Illinois	2	20.0%	.248	.355	26
292		Susan Corbus	Illinois	2	20.0%	.053	.027	21
293		Louis Johnson	Alabama	2	20.0%	.049	.271	21
294		William O'Neal	South Carolina	2	20.0%	.041	.131	21
295		Violet Hundt	Wisconsin	2	20.0%	.000	.241	20
296		Padraig Finan	Washington	1	10.0%	.000	.000	10

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.