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2023 Popular Culture Week 7

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%	.399	.263	149
2		Steven Brown	Virginia	10	100.0%	.402	.192	147
3		Jack Brounstein	Texas	9	90.0%	.512	.192	145
4		Adam Escandell	Texas	10	100.0%	.383	.291	145
5		Chris Ottolino	Missouri	10	100.0%	.378	.265	144
6		Scott Latchem	California	9	90.0%	.479	.277	143
7		Benjamin Kitchen	Colorado	10	100.0%	.376	.136	143
8		Drew Scheeler	Ohio	10	100.0%	.341	.233	141
9		Andy Kravis	New York	10	100.0%	.354	.199	140
10		Myron Meyer	South Dakota	9	90.0%	.462	.239	139
11		Brian Lipinski	District of Columbia	10	100.0%	.332	.219	139
12		Jason Hess	Texas	10	100.0%	.330	.165	138
13		Jack Wolverton	Missouri	10	100.0%	.325	.192	136
14		Scott Aefsky	Massachusetts	10	100.0%	.310	.269	136
15		Alex Schmidt	Pennsylvania	10	100.0%	.304	.154	136
16		Evan Nagler	New York	10	100.0%	.299	.226	136
17		Jason Sterlacci	New Jersey	10	100.0%	.302	.211	135
18		Aaron Dos Remedios	Canada	10	100.0%	.298	.189	134
19		Devon Edwards	New York	10	100.0%	.293	.214	133
20		John Presloid	Ohio	10	100.0%	.273	.165	133
21		Derek Martz	Illinois	9	90.0%	.398	.222	132
22		Anthony Peek	Louisiana	9	90.0%	.373	.224	132
23		Tucker Warner	New York	10	100.0%	.276	.241	132
24		McKinnie Lee Sizemore	Florida	9	90.0%	.398	.242	131
25		Matthew Marcotte	California	9	90.0%	.388	.228	131
26		Kyle Kahan	California	9	90.0%	.386	.220	131
27		Lauren Manton	Ohio	10	100.0%	.280	.246	131
28		Jack Van Nostrand	Canada	10	100.0%	.276	.236	131
29		Lee Henry	Alabama	9	90.0%	.372	.213	130
30		Ryan Milowicki	Connecticut	9	90.0%	.362	.205	129
31		David Kiang	Illinois	10	100.0%	.263	.097	129
32		Will Swygart	United Kingdom	10	100.0%	.248	.116	129
33		Jack Rousseau	California	9	90.0%	.366	.213	128
34		Darrell Johnson	Arizona	9	90.0%	.335	.237	127
35		Gerry Tansey	Missouri	9	90.0%	.355	.243	126
36		Jordan Brownstein	Virginia	9	90.0%	.346	.255	126
37		Chris Abrams	Nevada	9	90.0%	.339	.230	126
38		Dan Puma	Illinois	9	90.0%	.339	.150	125
39		Brian Hamilton	Oregon	10	100.0%	.240	.241	125
40		Kenji Shimizu	Michigan	9	90.0%	.340	.216	124
41		Joshua Levit	Massachusetts	9	90.0%	.337	.198	124
42		Mike Malloy	Wisconsin	9	90.0%	.329	.219	124
43		Owen Cooper	Alabama	9	90.0%	.321	.135	124
44		Janice Paton	Massachusetts	9	90.0%	.328	.234	123
45		Theo Howe	United Kingdom	9	90.0%	.322	.173	123
46		John Riss	Illinois	9	90.0%	.307	.286	123
47		Simon Sweeney	Pennsylvania	10	100.0%	.205	.200	123
48		Paul Villaluz	Nevada	9	90.0%	.314	.236	122
49		Michael Olson	Minnesota	9	90.0%	.311	.229	122
50		Stan Jastrzebski	Indiana	9	90.0%	.311	.215	122
51		Robert Kilner	Ohio	9	90.0%	.307	.193	122
52		Michael Coates	Idaho	9	90.0%	.306	.245	122
53		Spencer Thrope	Middle East	10	100.0%	.195	.187	122
54		Daniel Chung	California	9	90.0%	.302	.258	121
55		Matthew LaMagna	Virginia	9	90.0%	.300	.143	121
56		George Atendido	Minnesota	9	90.0%	.293	.253	121
57		Dillon Edwards	Wisconsin	10	100.0%	.193	.161	121
58		Greg Peterson	Illinois	9	90.0%	.307	.222	120
59		Elisabeth Evan	Ohio	9	90.0%	.301	.223	120
60		Steve Bahnaman	North Carolina	9	90.0%	.294	.257	120
61		Josh Walker	Ohio	9	90.0%	.293	.168	120
62		Sean Calhoun	Iowa	9	90.0%	.280	.229	120
63		Stephen Morrison	Michigan	8	80.0%	.415	.233	119
64		Bobb X. Ha	Texas	8	80.0%	.413	.207	119
65		Randall Eng	New York	8	80.0%	.405	.287	119
66		Kaberi Chakrabarty	Illinois	9	90.0%	.280	.246	119
67		Parth Jagtap	Canada	9	90.0%	.262	.219	119
68		Jason Palmer	Ohio	9	90.0%	.280	.217	118
69		Anu Kashyap	California	9	90.0%	.274	.190	118
70		Joey Goldman	United Kingdom	9	90.0%	.274	.189	118
71		Andrew Medlin	Louisiana	9	90.0%	.270	.220	118
72		Jeff Frank	Indiana	9	90.0%	.269	.156	118
73		Alec Chao	District of Columbia	9	90.0%	.267	.224	118
74		Tomás Aguilar-Fraga	California	8	80.0%	.387	.213	117
75		John Petrovich	Indiana	9	90.0%	.255	.181	117
76		Clifford Galiher	California	9	90.0%	.250	.245	117
77		Ryan Luptak	Illinois	8	80.0%	.390	.267	116
78		Kari Race	Wisconsin	8	80.0%	.385	.218	116
79		Mike McGraw	Pennsylvania	8	80.0%	.379	.266	116
80		Tim Crockett	Washington	9	90.0%	.260	.161	116
81		Harley Andrew	Wisconsin	9	90.0%	.249	.196	116
82		Chris Miller	Kentucky	8	80.0%	.380	.226	115
83		Seoan Webb	United Kingdom	8	80.0%	.377	.199	115
84		Eric Douglass	South Carolina	8	80.0%	.372	.282	115
85		Rikiya Cheaves	Florida	8	80.0%	.368	.212	115
86		Gail Celio	Minnesota	8	80.0%	.359	.247	115
87		Paolo Pasco	California	9	90.0%	.271	.206	115
88		Cari Milowicki	Ohio	9	90.0%	.264	.205	115
89		Jesse Tow	Illinois	9	90.0%	.260	.200	115
90		Siddharth Hariharan	Maryland	9	90.0%	.246	.165	115
91		Tommy Segi	Ohio	10	100.0%	.150	.139	115
92		Carlos Hernandez Fisher	Canada	7	70.0%	.532	.221	114
93		Omar Sajjad	California	8	80.0%	.370	.229	114
94		Erik Christensen	Canada	8	80.0%	.351	.212	114
95		Greg Garbee	Florida	9	90.0%	.256	.238	114
96		Ryan Hemmel	California	9	90.0%	.237	.162	114
97		James Dowd	Hawaii	8	80.0%	.340	.241	113
98		Carl Voss	Minnesota	9	90.0%	.221	.245	113
99		Jonathan Hugendubler	Maryland	9	90.0%	.218	.226	113
100		Andrew Dupont	California	8	80.0%	.355	.189	112
101		Mazin Omer	Massachusetts	8	80.0%	.352	.218	112
102		Michael Kettler	Ohio	8	80.0%	.330	.249	112
103		Deleena Simon	Michigan	9	90.0%	.219	.264	112
104		Michael Arjona	Georgia	8	80.0%	.344	.237	111
105		Lars Melton	Virginia	8	80.0%	.331	.215	111
106		Michael Bentley	Washington	8	80.0%	.331	.211	111
107		Kane Keller	Louisiana	8	80.0%	.326	.220	111
108		Max Smiley	California	9	90.0%	.212	.164	111
109		Lynn Yu	California	9	90.0%	.203	.222	111
110		Daniel Feitel	District of Columbia	8	80.0%	.325	.157	110
111		Frank Grabowski	Pennsylvania	9	90.0%	.210	.215	110
112		Jeremy Tsai	New Jersey	9	90.0%	.209	.228	110
113		Andrew Foerster	North Carolina	9	90.0%	.208	.126	110
114		Scott Oberstaedt	Virginia	7	70.0%	.458	.244	109
115		Jenn Tulo	Virginia	8	80.0%	.320	.231	109
116		Arlo Lyle	Arkansas	8	80.0%	.315	.216	109
117		Josh Hill	Arkansas	8	80.0%	.312	.205	109
118		JinAh Kim	Virginia	9	90.0%	.198	.225	109
119		Kendall Plapp	New York	9	90.0%	.195	.199	109
120		James Denning	Ohio	9	90.0%	.193	.170	109
121		Kenny Peskin	Virginia	8	80.0%	.302	.276	108
122		Radu Popescu	Canada	8	80.0%	.299	.197	108
123		Akosua Asante	Canada	8	80.0%	.295	.205	108
124		Jimmy Dunn	Michigan	8	80.0%	.291	.277	108
125		Ross Ferguson	South Carolina	9	90.0%	.178	.179	108
126		James Carberry	Louisiana	8	80.0%	.293	.263	107
127		Rahul Rao-Pothuraju	New York	8	80.0%	.293	.244	107
128		Ryan Manton	Ohio	9	90.0%	.191	.142	107
129		Tracey Hickman	Oklahoma	8	80.0%	.283	.210	106
130		Candy Murphy	Virginia	9	90.0%	.178	.136	106
131		Erik Eide	Canada	7	70.0%	.430	.231	105
132		Sarah Whisenhunt	Virginia	8	80.0%	.278	.190	105
133		Christian Wilson	New York	8	80.0%	.269	.159	105
134		Matthew Marcus	Oregon	9	90.0%	.162	.154	105
135		Chris Becker	Maryland	8	80.0%	.277	.264	104
136		Amy Whitelaw	Virginia	8	80.0%	.252	.325	104
137		James Kang	California	9	90.0%	.164	.144	104
138		Nate Muckley	Illinois	9	90.0%	.152	.132	104
139		Jackson Todd	Georgia	7	70.0%	.383	.288	103
140		Chauncey Lo	California	8	80.0%	.259	.166	103
141		John Lance	Colorado	8	80.0%	.253	.220	103
142		Lawrence Simon	New York	8	80.0%	.252	.262	103
143		Alex Dzurick	Missouri	8	80.0%	.240	.186	103
144		Charlie Fritz	Illinois	7	70.0%	.384	.200	102
145		James Washick	South Carolina	7	70.0%	.382	.255	102
146		Daniel Jude	California	8	80.0%	.253	.216	102
147		Ben Smith	Canada	9	90.0%	.136	.166	102
148		Erik Nickels	California	7	70.0%	.383	.184	101
149		Shannon Jamison	Virginia	7	70.0%	.371	.235	101
150		Sarah Benner	Ohio	7	70.0%	.375	.321	100
151		Ali Filipowicz	Virginia	7	70.0%	.357	.240	100
152		Stephanie Perkins	Missouri	8	80.0%	.241	.158	100
153		Matthew Grieco	New York	8	80.0%	.224	.186	100
154		Ryan Rosenberg	California	8	80.0%	.224	.222	100
155		Dana Thurmond	Florida	8	80.0%	.214	.167	100
156		Mike Myers	California	7	70.0%	.371	.267	99
157		Matt Smania	Michigan	7	70.0%	.358	.199	99
158		Darren Petrosino	New Jersey	8	80.0%	.214	.175	99
159		Michael McPartland	United Kingdom	8	80.0%	.213	.122	99
160		William Travis	Texas	7	70.0%	.359	.236	98
161		Benjamin Livingston	Minnesota	7	70.0%	.347	.202	98
162		Andrew Fisher	United Kingdom	7	70.0%	.330	.240	98
163		Jack Garrison	Ohio	8	80.0%	.208	.196	98
164		Ewan Munro	Australia & Oceania	8	80.0%	.198	.199	98
165		Pranav Veluri	Indiana	7	70.0%	.316	.251	97
166		Brian Morehouse	Connecticut	8	80.0%	.191	.161	97
167		Finn Bender	Wisconsin	8	80.0%	.191	.162	97
168		Dan Passner	New Jersey	6	60.0%	.496	.255	96
169		Michael Joy	Michigan	7	70.0%	.321	.263	96
170		Losha Ndemeno-Tegomoh	Minnesota	8	80.0%	.189	.155	96
171		Sam Davis	Texas	8	80.0%	.182	.191	96
172		Matthew Hart	Minnesota	8	80.0%	.179	.175	96
173		Justin Dusaj	Michigan	8	80.0%	.170	.183	95
174		David Edwards	Illinois	7	70.0%	.300	.229	94
175		Brock Stephenson	Canada	7	70.0%	.294	.191	94
176		Tom Minard	Canada	7	70.0%	.294	.171	94
177		Nicholas Harrison	Canada	7	70.0%	.289	.242	94
178		Naveed Chowdhury	California	8	80.0%	.167	.142	94
179		Rachael Peters	Michigan	9	90.0%	.052	.072	94
180		Brynn Jones	Alabama	6	60.0%	.466	.248	93
181		Ramapriya Rangaraju	Kentucky	7	70.0%	.285	.251	93
182		Matthew Askins	Arizona	7	70.0%	.282	.246	93
183		Christine Irwin	Canada	7	70.0%	.275	.255	93
184		Carl Tjo	California	7	70.0%	.274	.176	93
185		Daniel White	Washington	8	80.0%	.161	.282	93
186		Karsten Wallace	Alabama	8	80.0%	.151	.164	93
187		Patrick Carthy	Europe	8	80.0%	.142	.133	93
188		Brad Williams	Wisconsin	6	60.0%	.459	.290	92
189		Lauren Cusitello	California	7	70.0%	.288	.177	92
190		Nolan Jones	Indiana	7	70.0%	.285	.275	92
191		Stephen Liu	California	7	70.0%	.268	.212	92
192		Chris Hale	Virginia	8	80.0%	.161	.117	92
193		Kenneth Martin	Illinois	8	80.0%	.142	.159	92
194		Edward Sanfrey	Ohio	8	80.0%	.136	.152	92
195		Mick Reinhard	Pennsylvania	6	60.0%	.450	.281	91
196		Oliver Forrest	United Kingdom	7	70.0%	.272	.182	91
197		Harry White	Virginia	7	70.0%	.258	.203	90
198		Jill Heink	Kentucky	7	70.0%	.257	.267	90
199		Delano Barnes	Texas	7	70.0%	.246	.168	90
200		Matt Rossitch	Georgia	8	80.0%	.116	.139	90
201		James E. Lasker	Texas	7	70.0%	.244	.139	89
202		Jenna Hull	California	7	70.0%	.243	.173	89
203		John Kocsis	Virginia	7	70.0%	.242	.179	89
204		Adam Sapa	Canada	7	70.0%	.238	.275	89
205		Jessie Cubilla	Canada	7	70.0%	.230	.159	89
206		Kevin McCabe	Colorado	8	80.0%	.101	.148	89
207		Christopher Parsons	Washington	7	70.0%	.242	.134	88
208		Gwen Abrams	Nevada	7	70.0%	.238	.189	88
209		Jonathan Pinyan	New Jersey	7	70.0%	.236	.260	88
210		Deb Wells	Pennsylvania	7	70.0%	.234	.183	88
211		Talia Fan	Canada	6	60.0%	.387	.272	87
212		Jason Lai	New York	7	70.0%	.208	.168	87
213		Raul Passement	Texas	7	70.0%	.200	.189	87
214		Quinn McGarry	Missouri	7	70.0%	.223	.139	86
215		Nora Denning	Ohio	7	70.0%	.216	.163	86
216		Alex Paskevicius	Canada	7	70.0%	.203	.167	86
217		Elizabeth Chang	Washington	7	70.0%	.199	.173	86
218		Mike Boone	Ohio	8	80.0%	.079	.090	86
219		Jacob O'Rourke	Missouri	7	70.0%	.198	.146	85
220		Zoe Madonna	Massachusetts	7	70.0%	.197	.135	85
221		Haley Gambrell	South Carolina	7	70.0%	.189	.202	85
222		Gregory Berman	Illinois	7	70.0%	.184	.210	85
223		Stephen Ours	Virginia	6	60.0%	.354	.232	84
224		William Marshall	Alabama	6	60.0%	.323	.217	83
225		Amogh Kulkarni	Illinois	6	60.0%	.322	.153	82
226		Siddarth Kumar	Indiana	6	60.0%	.317	.193	82
227		Trevor Greissinger	Wisconsin	7	70.0%	.158	.162	82
228		Matthew Stern	Alabama	7	70.0%	.136	.193	80
229		David Cruickshank	United Kingdom	6	60.0%	.288	.168	79
230		Zane Placie	Georgia	7	70.0%	.132	.167	79
231		Ozzie Fallick	California	6	60.0%	.263	.172	78
232		Chris Morin	New York	6	60.0%	.250	.226	78
233		Andrey Goder	California	7	70.0%	.105	.117	77
234		Ashwath Seetharaman	Texas	7	70.0%	.104	.079	77
235		Anthony DiCarlo	California	5	50.0%	.439	.262	76
236		Craig Moysey	Canada	6	60.0%	.246	.198	76
237		Jonathan Hunter	Florida	6	60.0%	.243	.216	76
238		Kelly Rabin	Washington	6	60.0%	.240	.164	76
239		Joe Nutter	Georgia	6	60.0%	.228	.221	76
240		Henry Blyth	Ohio	5	50.0%	.423	.310	75
241		Kevin Lei	Canada	6	60.0%	.225	.182	75
242		Paul Campbell	California	6	60.0%	.215	.146	75
243		Nick Matchen	Illinois	6	60.0%	.214	.228	75
244		Spencer Brown	Virginia	5	50.0%	.410	.277	74
245		John Brock	Massachusetts	6	60.0%	.214	.180	74
246		Danny Lardner	United Kingdom	6	60.0%	.209	.142	74
247		Chuck Yu	Maryland	6	60.0%	.197	.197	74
248		Victor Pavao	Massachusetts	5	50.0%	.396	.299	73
249		Kai Tang	Illinois	6	60.0%	.206	.191	72
250		Gary Foote	Maryland	7	70.0%	.036	.034	71
251		Nate Kane	Arizona	5	50.0%	.343	.286	70
252		Dmitriy Zakharov	District of Columbia	6	60.0%	.162	.121	70
253		Nathan Hamer	United Kingdom	6	60.0%	.148	.121	69
254		David Snoddon	Canada	6	60.0%	.146	.217	69
255		Beth Kromka	Maryland	6	60.0%	.129	.203	69
256		Ned Tagtmeier	Illinois	4	40.0%	.583	.295	68
257		Aiden Benshimol	Massachusetts	6	60.0%	.132	.242	68
258		Shauna McNally	Canada	6	60.0%	.131	.222	68
259		Douglas Wilham	Kentucky	6	60.0%	.101	.150	67
260		Joseph Langas	Texas	5	50.0%	.286	.201	66
261		Matthew Given	Louisiana	5	50.0%	.275	.140	66
262		Daniel DeFelippis	Europe	6	60.0%	.094	.131	66
263		Hidehiro Anto	California	5	50.0%	.257	.149	65
264		Abel Gilsing	Europe	6	60.0%	.070	.093	65
265		Wesley Erpelding	Minnesota	5	50.0%	.244	.258	63
266		Seth Moland-Kovash	Illinois	5	50.0%	.242	.184	63
267		Aaron Lichtig	Maryland	5	50.0%	.237	.134	63
268		Tyler Berry	Canada	5	50.0%	.220	.189	63
269		Andrew Fanko	United Kingdom	5	50.0%	.195	.146	61
270		Emily Fletcher	Texas	5	50.0%	.200	.204	60
271		Susan Corbus	Illinois	5	50.0%	.149	.134	58
272		Thomas Credeur	Louisiana	5	50.0%	.136	.299	57
273		Danielle Long	Illinois	5	50.0%	.121	.192	57
274		Louis Johnson	Alabama	4	40.0%	.323	.247	56
275		Michael Shang	Maryland	5	50.0%	.132	.091	56
276		Natalie Schermer	Washington	5	50.0%	.097	.097	56
277		Mya Kelly	Kentucky	4	40.0%	.314	.209	55
278		Zoe Kaperonis	New York	5	50.0%	.114	.079	54
279		Mary Foley	Arizona	5	50.0%	.050	.087	52
280		Jessica Chellino	Florida	5	50.0%	.052	.013	51
281		Alexander Bandukwala	Illinois	5	50.0%	.024	.083	51
282		Will Howells	United Kingdom	4	40.0%	.203	.203	49
283		Andrew Almas	Canada	4	40.0%	.189	.181	48
284		Connor Teevens	Michigan	4	40.0%	.179	.149	48
285		Stacy Bridgette	West Virginia	4	40.0%	.182	.111	47
286		Tristan Clarke	Arizona	4	40.0%	.139	.281	46
287		Sheldon Wong	Illinois	4	40.0%	.107	.109	44
288		Violet Hundt	Wisconsin	4	40.0%	.079	.085	42
289		Jessica Fleischer	Illinois	3	30.0%	.232	.258	38
290		Kasper Statz	Florida	3	30.0%	.143	.164	35
291		Amory Kaufman	Minnesota	3	30.0%	.125	.174	34
292		Madeline Painter	Illinois	3	30.0%	.122	.182	34
293		Reesa Wiggins	Wisconsin	3	30.0%	.047	.050	31
294		Dan Ni	New York	3	30.0%	.015	.243	30
295		Guan Tong Tay	Asia	2	20.0%	.056	.267	21
296		Meryl Smith	New York	2	20.0%	.000	.000	20
297		Sudha Gunturu	California	1	10.0%	.258	.082	13
298		Jordan Sackmaster	Wisconsin	1	25.0%	.000	.000	10
299		Ipsita Bhattacharya	Georgia	0	0.0%	-1.000	.224	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.