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2023 Popular Culture Week 13

Standings

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#	Awards	Player	Region	# Correct	% Correct	Average Correct Celerity	Std. Dev. Celerity	Score
1		Derek Martz	Illinois	9	90.0%	.543	.166	147
2		Drew Scheeler	Ohio	10	100.0%	.375	.253	144
3		Nathan Finn	District of Columbia	10	100.0%	.343	.160	139
4		Ryan Milowicki	Connecticut	10	100.0%	.329	.168	139
5		Matthew Marcotte	California	9	90.0%	.446	.309	138
6		Jason Serrano	New York	10	100.0%	.282	.211	134
7		John Presloid	Ohio	10	100.0%	.300	.107	133
8		Chris Miller	Kentucky	9	90.0%	.394	.230	132
9		Anu Kashyap	California	10	100.0%	.276	.190	131
10		Kane Keller	Louisiana	10	100.0%	.253	.244	130
11		Finn Bender	Wisconsin	10	100.0%	.253	.228	129
12		Scott Latchem	California	10	100.0%	.246	.200	128
13		Elisabeth Evan	Ohio	10	100.0%	.244	.187	128
14		Dan Passner	New Jersey	10	100.0%	.225	.234	127
15		Jack Brounstein	Texas	9	90.0%	.359	.262	126
16		Jack Rousseau	California	9	90.0%	.347	.106	126
17		Jeff Frank	Indiana	9	90.0%	.343	.212	126
18		Aaron Dos Remedios	Canada	10	100.0%	.233	.185	126
19		Christine Irwin	Canada	10	100.0%	.224	.178	126
20		James Dowd	Hawaii	9	90.0%	.344	.195	124
21		Myron Meyer	South Dakota	9	90.0%	.343	.294	124
22		Anthony Peek	Louisiana	9	90.0%	.325	.156	124
23		Clifford Galiher	California	9	90.0%	.323	.267	124
24		Steve Bahnaman	North Carolina	10	100.0%	.220	.232	124
25		Jason Palmer	Ohio	9	90.0%	.322	.207	123
26		Theo Howe	United Kingdom	10	100.0%	.215	.140	123
27		Andrew Dupont	California	9	90.0%	.320	.218	122
28		Kyle Kahan	California	9	90.0%	.306	.219	122
29		Matthew LaMagna	Virginia	9	90.0%	.300	.210	122
30		Erik Nickels	California	9	90.0%	.297	.186	121
31		Jessie Cubilla	Canada	9	90.0%	.290	.230	121
32		Michael Kettler	Ohio	10	100.0%	.191	.215	121
33		Paul Villaluz	Nevada	9	90.0%	.306	.159	120
34		Seoan Webb	United Kingdom	9	90.0%	.299	.257	120
35		Akosua Asante	Canada	9	90.0%	.283	.236	120
36		Lee Henry	Alabama	10	100.0%	.187	.142	120
37		Will Swygart	United Kingdom	8	80.0%	.401	.246	119
38		Jason Sterlacci	New Jersey	9	90.0%	.284	.216	119
39		McKinnie Lee Sizemore	Florida	9	90.0%	.282	.184	119
40		Bobb X. Ha	Texas	8	80.0%	.415	.267	118
41		Ali Filipowicz	Virginia	9	90.0%	.281	.212	118
42		Stephanie Perkins	Missouri	9	90.0%	.268	.176	118
43		Andy Kravis	New York	9	90.0%	.274	.219	117
44		Tomás Aguilar-Fraga	California	9	90.0%	.270	.196	117
45		William Travis	Texas	9	90.0%	.264	.189	117
46		Stephen Morrison	Michigan	9	90.0%	.268	.191	116
47		Scott Aefsky	Massachusetts	9	90.0%	.252	.194	116
48		Carlos Hernandez Fisher	Canada	8	80.0%	.374	.188	115
49		Adam Escandell	Texas	9	90.0%	.253	.258	115
50		Erik Eide	Canada	9	90.0%	.245	.214	115
51		Brian Lipinski	District of Columbia	8	80.0%	.357	.234	114
52		Evan Nagler	New York	9	90.0%	.246	.171	114
53		Matthew Stern	Alabama	10	100.0%	.126	.173	114
54		Mike Myers	California	9	90.0%	.233	.191	113
55		Kelly Rabin	Washington	9	90.0%	.230	.211	113
56		Lawrence Simon	New York	7	70.0%	.494	.271	112
57		Jesse Tow	Illinois	9	90.0%	.207	.187	112
58		Ozzie Fallick	California	10	100.0%	.111	.177	112
59		Alex Schmidt	Pennsylvania	8	80.0%	.345	.267	111
60		Tom Minard	Canada	9	90.0%	.229	.162	111
61		Stephen Liu	California	9	90.0%	.222	.177	111
62		Dillon Edwards	Wisconsin	9	90.0%	.222	.195	111
63		Devon Edwards	New York	9	90.0%	.220	.175	111
64		Sarah Whisenhunt	Virginia	9	90.0%	.217	.179	111
65		Rahul Rao-Pothuraju	New York	9	90.0%	.206	.270	111
66		Mick Reinhard	Pennsylvania	8	80.0%	.336	.181	110
67		Steven Brown	Virginia	8	80.0%	.329	.230	110
68		Michael Olson	Minnesota	9	90.0%	.204	.164	110
69		Paolo Pasco	California	8	80.0%	.324	.225	109
70		Kenji Shimizu	Michigan	8	80.0%	.314	.170	109
71		Chuck Yu	Maryland	9	90.0%	.198	.202	109
72		Jenn Tulo	Virginia	9	90.0%	.193	.187	109
73		Candy Murphy	Virginia	9	90.0%	.186	.145	109
74		Chris Ottolino	Missouri	8	80.0%	.310	.178	108
75		Tucker Warner	New York	8	80.0%	.309	.179	108
76		Adam Sapa	Canada	8	80.0%	.301	.247	108
77		Michael Bentley	Washington	9	90.0%	.181	.194	108
78		Chris Abrams	Nevada	8	80.0%	.293	.194	107
79		Tracey Hickman	Oklahoma	8	80.0%	.292	.264	107
80		Gerry Tansey	Missouri	8	80.0%	.291	.206	107
81		Craig Moysey	Canada	8	80.0%	.290	.149	107
82		Elizabeth Chang	Washington	9	90.0%	.182	.201	107
83		Ben Smith	Canada	9	90.0%	.179	.166	107
84		Matthew Marcus	Oregon	9	90.0%	.171	.157	107
85		Robert Kilner	Ohio	9	90.0%	.166	.232	107
86		Dan Puma	Illinois	8	80.0%	.283	.188	106
87		Matt Coleman	Washington	8	80.0%	.272	.208	106
88		Kari Race	Wisconsin	7	70.0%	.433	.261	105
89		Alex Dzurick	Missouri	8	80.0%	.279	.208	105
90		Harley Andrew	Wisconsin	8	80.0%	.273	.280	105
91		Daniel Chung	California	9	90.0%	.168	.176	105
92		Jack Van Nostrand	Canada	9	90.0%	.157	.192	105
93		Darrell Johnson	Arizona	8	80.0%	.283	.181	104
94		David Cruickshank	United Kingdom	8	80.0%	.257	.200	104
95		Jason Hess	Texas	8	80.0%	.256	.225	104
96		Shannon Jamison	Virginia	8	80.0%	.255	.235	104
97		Amy Whitelaw	Virginia	8	80.0%	.254	.178	104
98		Stan Jastrzebski	Indiana	8	80.0%	.254	.232	104
99		Michael McPartland	United Kingdom	8	80.0%	.248	.241	104
100		Ryan Luptak	Illinois	8	80.0%	.261	.217	103
101		Greg Peterson	Illinois	8	80.0%	.248	.202	103
102		John Riss	Illinois	8	80.0%	.246	.226	103
103		Julian Saddy	Canada	9	90.0%	.138	.151	103
104		Joseph Langas	Texas	9	90.0%	.134	.134	103
105		Andrew Almas	Canada	9	90.0%	.132	.122	103
106		Tommy Segi	Ohio	9	90.0%	.127	.165	103
107		Charlie Fritz	Illinois	8	80.0%	.254	.152	102
108		Matthew Askins	Arizona	9	90.0%	.128	.153	102
109		Ryan Manton	Ohio	9	90.0%	.124	.143	102
110		Jessica Fleischer	Illinois	8	80.0%	.221	.194	101
111		Lynn Yu	California	8	80.0%	.220	.220	101
112		Shauna McNally	Canada	9	90.0%	.121	.161	101
113		Thomas Credeur	Louisiana	9	90.0%	.119	.165	101
114		Talia Fan	Canada	8	80.0%	.214	.232	100
115		William Marshall	Alabama	7	70.0%	.363	.232	99
116		Randall Eng	New York	7	70.0%	.356	.250	99
117		Mazin Omer	Massachusetts	8	80.0%	.218	.226	99
118		Arlo Lyle	Arkansas	8	80.0%	.214	.220	99
119		Jack Wolverton	Missouri	8	80.0%	.205	.159	99
120		Mike Malloy	Wisconsin	8	80.0%	.207	.188	98
121		Henry Blyth	Ohio	8	80.0%	.195	.151	97
122		Tim Crockett	Washington	8	80.0%	.193	.159	97
123		Josh Walker	Ohio	8	80.0%	.193	.162	97
124		Jeremy Tsai	New Jersey	8	80.0%	.178	.269	97
125		Christopher Parsons	Washington	8	80.0%	.188	.134	96
126		Ramapriya Rangaraju	Kentucky	8	80.0%	.187	.200	96
127		Andrew Medlin	Louisiana	8	80.0%	.180	.164	96
128		Joshua Levit	Massachusetts	7	70.0%	.307	.206	95
129		Radu Popescu	Canada	8	80.0%	.183	.172	95
130		Sarah Benner	Ohio	8	80.0%	.174	.185	95
131		Harry White	Virginia	8	80.0%	.173	.209	95
132		Jonathan Pinyan	New Jersey	8	80.0%	.162	.165	95
133		Kaberi Chakrabarty	Illinois	8	80.0%	.162	.184	95
134		Sean Calhoun	Iowa	8	80.0%	.158	.188	95
135		Brian Morehouse	Connecticut	8	80.0%	.154	.194	95
136		Parth Jagtap	Canada	7	70.0%	.301	.280	94
137		Tyler Berry	Canada	8	80.0%	.166	.137	94
138		Nicholas Harrison	Canada	8	80.0%	.161	.131	94
139		Owen Cooper	Alabama	7	70.0%	.278	.329	93
140		Lauren Cusitello	California	8	80.0%	.159	.180	93
141		Nick Matchen	Illinois	8	80.0%	.153	.127	93
142		Pranav Veluri	Indiana	7	70.0%	.277	.204	92
143		Kendall Plapp	New York	8	80.0%	.157	.145	92
144		William Neiswanger	Washington	8	80.0%	.152	.173	92
145		Josh Hill	Arkansas	8	80.0%	.145	.148	92
146		JinAh Kim	Virginia	8	80.0%	.141	.116	92
147		Brian Hamilton	Oregon	7	70.0%	.264	.162	91
148		Andy Brown	Illinois	7	70.0%	.246	.186	91
149		Daniel White	Washington	8	80.0%	.143	.131	91
150		Ryan Hemmel	California	8	80.0%	.135	.164	91
151		Stephen Ours	Virginia	8	80.0%	.133	.109	91
152		Daniel Feitel	District of Columbia	7	70.0%	.277	.190	90
153		Benjamin Livingston	Minnesota	7	70.0%	.256	.197	90
154		Brock Stephenson	Canada	7	70.0%	.251	.255	90
155		Joey Goldman	United Kingdom	7	70.0%	.249	.250	90
156		Christian Wilson	New York	8	80.0%	.127	.114	90
157		Zoe Kaperonis	New York	8	80.0%	.123	.172	90
158		Nate Muckley	Illinois	7	70.0%	.246	.173	89
159		Alec Chao	District of Columbia	8	80.0%	.101	.186	89
160		Brad Williams	Wisconsin	7	70.0%	.233	.208	88
161		Ryan Rosenberg	California	8	80.0%	.119	.093	88
162		Danny Lardner	United Kingdom	8	80.0%	.113	.111	88
163		Cari Milowicki	Ohio	8	80.0%	.110	.153	88
164		James Kang	California	7	70.0%	.222	.149	87
165		Frank Grabowski	Pennsylvania	8	80.0%	.101	.083	87
166		Jason Lai	New York	8	80.0%	.093	.091	87
167		Aiden Benshimol	Massachusetts	8	80.0%	.086	.162	87
168		Michael Patison	Texas	6	60.0%	.377	.227	86
169		David Edwards	Illinois	6	60.0%	.362	.280	86
170		David Kiang	Illinois	6	60.0%	.358	.230	86
171		Daniel Jude	California	7	70.0%	.223	.197	86
172		Max Smiley	California	7	70.0%	.205	.243	86
173		Aaron Lichtig	Maryland	7	70.0%	.188	.217	86
174		Andrew Foerster	North Carolina	8	80.0%	.092	.152	86
175		Hidehiro Anto	California	8	80.0%	.090	.093	86
176		Lauren Manton	Ohio	6	60.0%	.358	.172	85
177		Amogh Kulkarni	Illinois	7	70.0%	.182	.196	85
178		Jill Heink	Kentucky	6	60.0%	.351	.247	84
179		Matthew Grieco	New York	6	60.0%	.344	.292	84
180		Simon Sweeney	Pennsylvania	7	70.0%	.198	.148	84
181		Ross Ferguson	South Carolina	8	80.0%	.069	.056	84
182		Paul Campbell	California	7	70.0%	.184	.125	83
183		Chauncey Lo	California	7	70.0%	.182	.122	83
184		Siddharth Hariharan	Maryland	7	70.0%	.177	.202	83
185		Michael Arjona	Georgia	7	70.0%	.171	.160	83
186		Raul Passement	Texas	7	70.0%	.167	.203	83
187		Spencer Brown	Virginia	6	60.0%	.313	.223	82
188		Spencer Thrope	Middle East	7	70.0%	.168	.155	82
189		Jenna Hull	California	7	70.0%	.155	.168	82
190		Kevin McCabe	Colorado	7	70.0%	.150	.315	82
191		Brynn Jones	Alabama	6	60.0%	.287	.279	81
192		Natalie Schermer	Washington	7	70.0%	.161	.119	81
193		John Kocsis	Virginia	7	70.0%	.150	.186	81
194		Chris Becker	Maryland	7	70.0%	.145	.139	81
195		Reesa Wiggins	Wisconsin	7	70.0%	.144	.228	81
196		Gail Celio	Minnesota	7	70.0%	.139	.218	81
197		Scott Oberstaedt	Virginia	6	60.0%	.300	.186	80
198		Deleena Simon	Michigan	6	60.0%	.287	.208	80
199		Chris Hale	Virginia	7	70.0%	.157	.178	80
200		Ned Tagtmeier	Illinois	7	70.0%	.140	.151	80
201		Carl Voss	Minnesota	7	70.0%	.134	.169	80
202		Joe Nutter	Georgia	7	70.0%	.121	.180	80
203		Tristan Clarke	Arizona	6	60.0%	.280	.187	79
204		James Carberry	Louisiana	6	60.0%	.274	.200	79
205		Kenny Peskin	Virginia	6	60.0%	.266	.203	79
206		Dmitriy Zakharov	District of Columbia	7	70.0%	.137	.125	79
207		Christopher Harris	Texas	7	70.0%	.127	.172	79
208		Deb Wells	Pennsylvania	6	60.0%	.253	.157	77
209		Erik Christensen	Canada	7	70.0%	.099	.151	77
210		Russ Hart	New York	7	70.0%	.096	.152	77
211		Greg Garbee	Florida	6	60.0%	.259	.179	76
212		Nathan Hamer	United Kingdom	6	60.0%	.248	.196	76
213		Andrew Fisher	United Kingdom	6	60.0%	.238	.127	76
214		Daniel DeFelippis	Europe	6	60.0%	.219	.216	76
215		John Lance	Colorado	7	70.0%	.098	.270	76
216		Bryan Householder	Ohio	7	70.0%	.094	.136	76
217		Kevin Lei	Canada	7	70.0%	.083	.131	76
218		Omar Sajjad	California	6	60.0%	.243	.223	75
219		Lars Melton	Virginia	6	60.0%	.232	.224	75
220		Naveed Chowdhury	California	6	60.0%	.222	.217	75
221		Michael Joy	Michigan	6	60.0%	.214	.159	75
222		Jacob O'Rourke	Missouri	7	70.0%	.071	.120	75
223		Beth Kromka	Maryland	7	70.0%	.070	.150	75
224		Eric Douglass	South Carolina	6	60.0%	.202	.144	74
225		Jonathan Hugendubler	Maryland	7	70.0%	.076	.084	74
226		Jack Garrison	Ohio	7	70.0%	.075	.100	74
227		Rachael Peters	Michigan	7	70.0%	.057	.123	74
228		Andrey Goder	California	7	70.0%	.059	.068	73
229		Connor Teevens	Michigan	6	60.0%	.195	.176	72
230		Edward Sanfrey	Ohio	6	60.0%	.176	.144	71
231		Quinn McGarry	Missouri	6	60.0%	.167	.177	71
232		James Washick	South Carolina	6	60.0%	.161	.190	71
233		Will Howells	United Kingdom	6	60.0%	.166	.124	70
234		James Denning	Ohio	6	60.0%	.151	.142	70
235		Delano Barnes	Texas	6	60.0%	.144	.188	69
236		Caleb Bales	Virginia	6	60.0%	.127	.208	69
237		Mitchell Rimerman	District of Columbia	6	60.0%	.138	.145	68
238		Ewan Munro	Australia & Oceania	6	60.0%	.134	.166	68
239		Jackson Todd	Georgia	6	60.0%	.122	.234	68
240		Stacy Bridgette	West Virginia	6	60.0%	.109	.168	67
241		Ashwath Seetharaman	Texas	6	60.0%	.103	.160	67
242		Andrew Fanko	United Kingdom	5	50.0%	.267	.185	65
243		Rudra Ranganathan	Massachusetts	5	50.0%	.256	.232	65
244		Alex Paskevicius	Canada	6	60.0%	.104	.220	65
245		George Atendido	Minnesota	6	60.0%	.069	.112	65
246		Nate Kane	Arizona	5	50.0%	.255	.192	64
247		Jordan Brownstein	Virginia	5	50.0%	.243	.214	64
248		Justin Dusaj	Michigan	6	60.0%	.068	.137	64
249		Jimmy Dunn	Michigan	6	60.0%	.061	.090	64
250		Kasper Statz	Florida	6	60.0%	.059	.082	64
251		Madeline Painter	Illinois	6	60.0%	.067	.069	63
252		Jessica Chellino	Florida	6	60.0%	.064	.055	63
253		John Brock	Massachusetts	6	60.0%	.045	.206	63
254		Michael Shang	Maryland	6	60.0%	.045	.048	62
255		Anthony DiCarlo	California	5	50.0%	.199	.171	61
256		Haley Gambrell	South Carolina	6	60.0%	.044	.037	61
257		Patrick Carthy	Europe	5	50.0%	.187	.178	60
258		Abel Gilsing	Europe	6	60.0%	.017	.023	60
259		Michael Coates	Idaho	5	50.0%	.170	.157	58
260		Gwen Abrams	Nevada	5	50.0%	.143	.226	57
261		Darren Petrosino	New Jersey	5	50.0%	.139	.161	57
262		Victor Pavao	Massachusetts	5	50.0%	.125	.218	57
263		David Snoddon	Canada	5	50.0%	.137	.095	56
264		Mary Foley	Arizona	5	50.0%	.126	.147	56
265		Karsten Wallace	Alabama	5	50.0%	.108	.111	55
266		Matt Smania	Michigan	5	50.0%	.099	.176	54
267		Kai Tang	Illinois	5	50.0%	.096	.065	54
268		Wesley Erpelding	Minnesota	5	50.0%	.093	.078	54
269		Chris Morin	New York	5	50.0%	.083	.138	54
270		Allyson Propst	Missouri	5	50.0%	.071	.082	54
271		Zane Placie	Georgia	4	40.0%	.283	.162	53
272		Losha Ndemeno-Tegomoh	Minnesota	5	50.0%	.067	.095	53
273		Alexander Bandukwala	Illinois	5	50.0%	.051	.091	53
274		Cameron Williams	North Carolina	4	40.0%	.237	.206	51
275		Douglas Wilham	Kentucky	5	50.0%	.029	.051	51
276		Saahir Narang	Texas	4	40.0%	.216	.157	49
277		Kenneth Martin	Illinois	4	40.0%	.197	.152	48
278		Benny Feldman	New York	4	40.0%	.154	.152	47
279		Trevor Greissinger	Wisconsin	4	40.0%	.139	.150	46
280		Matthew Hart	Minnesota	4	40.0%	.081	.100	43
281		Danielle Long	Illinois	4	40.0%	.072	.067	43
282		Susan Corbus	Illinois	4	40.0%	.064	.080	43
283		Nora Denning	Ohio	4	40.0%	.056	.226	42
284		Theodore Young	Kansas	4	40.0%	.013	.164	40
285		Emily Fletcher	Texas	3	30.0%	.140	.280	34
286		Amory Kaufman	Minnesota	3	30.0%	.110	.187	33
287		Sheldon Wong	Illinois	3	30.0%	.087	.087	33
288		Matthew Given	Louisiana	3	30.0%	.087	.042	32
289		Guan Tong Tay	Asia	2	20.0%	.249	.233	26
290		Jonathan Hunter	Florida	2	20.0%	.000	.184	20
291		Louis Johnson	Alabama	2	20.0%	.000	.300	20
292		Dan Ni	New York	1	10.0%	.000	.110	10
293		Padraig Finan	Washington	0	0.0%	-1.000	.087	0
294		Violet Hundt	Wisconsin	0	0.0%	-1.000	.089	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.