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2023 Popular Culture Week 33

Standings

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#	Awards	Player	Region	# Correct	% Correct	Average Correct Celerity	Std. Dev. Celerity	Score
1		Adam Escandell	Texas	10	100.0%	.391	.215	146
2		Tony Chen	Canada	10	100.0%	.375	.281	146
3		Evan Nagler	New York	10	100.0%	.378	.196	143
4		Andy Kravis	New York	10	100.0%	.356	.243	142
5		Steve Bahnaman	North Carolina	10	100.0%	.358	.222	141
6		Brian Lipinski	District of Columbia	10	100.0%	.324	.241	138
7		Jason Sterlacci	New Jersey	10	100.0%	.315	.198	137
8		Benjamin Kitchen	Colorado	9	90.0%	.435	.192	136
9		Jason Serrano	New York	9	90.0%	.410	.220	134
10		Stephen Morrison	Michigan	10	100.0%	.289	.226	133
11		Tracey Hickman	Oklahoma	9	90.0%	.401	.274	132
12		Harley Andrew	Wisconsin	9	90.0%	.385	.271	132
13		Kyle Kahan	California	10	100.0%	.279	.264	132
14		William Travis	Texas	9	90.0%	.396	.213	131
15		Darrell Johnson	Arizona	10	100.0%	.261	.232	130
16		Andy Brown	Illinois	9	90.0%	.380	.184	129
17		Adam Sapa	Canada	10	100.0%	.247	.232	129
18		Alex Schmidt	Pennsylvania	10	100.0%	.255	.222	128
19		Chris Miller	Kentucky	9	90.0%	.346	.237	126
20		Christine Irwin	Canada	10	100.0%	.233	.247	126
21		Jack Brounstein	Texas	9	90.0%	.336	.219	125
22		Charlie Fritz	Illinois	9	90.0%	.333	.260	125
23		Stephen Liu	California	10	100.0%	.221	.231	125
24		Anthony DiCarlo	California	9	90.0%	.330	.227	124
25		Craig Moysey	Canada	9	90.0%	.320	.253	124
26		Scott Latchem	California	10	100.0%	.228	.190	124
27		Matthew Marcotte	California	8	80.0%	.449	.264	123
28		Spencer Thrope	Middle East	9	90.0%	.318	.230	123
29		Jack Wolverton	Missouri	9	90.0%	.310	.177	123
30		Devon Edwards	New York	9	90.0%	.309	.247	122
31		Michael Olson	Minnesota	9	90.0%	.307	.243	122
32		Frank Grabowski	Pennsylvania	10	100.0%	.200	.188	122
33		Drew Scheeler	Ohio	9	90.0%	.312	.249	121
34		Tomás Aguilar-Fraga	California	9	90.0%	.307	.226	121
35		Mazin Omer	Massachusetts	9	90.0%	.304	.165	121
36		Jason Hess	Texas	9	90.0%	.297	.216	121
37		Jordan Brownstein	Virginia	9	90.0%	.287	.281	121
38		Lawrence Simon	New York	9	90.0%	.285	.310	121
39		Tucker Warner	New York	8	80.0%	.396	.319	119
40		Jeremy Tsai	New Jersey	9	90.0%	.285	.214	119
41		Alex Dzurick	Missouri	9	90.0%	.281	.196	119
42		Deleena Simon	Michigan	9	90.0%	.276	.258	119
43		Kenji Shimizu	Michigan	9	90.0%	.271	.266	119
44		Omar Sajjad	California	9	90.0%	.265	.288	119
45		Theo Howe	United Kingdom	9	90.0%	.277	.257	118
46		Anthony Peek	Louisiana	9	90.0%	.268	.241	118
47		Mitchell Rimerman	District of Columbia	9	90.0%	.264	.252	118
48		Sean Calhoun	Iowa	10	100.0%	.181	.219	118
49		Matthew Marcus	Oregon	10	100.0%	.164	.176	118
50		Daniel Chung	California	8	80.0%	.398	.284	117
51		Dillon Edwards	Wisconsin	9	90.0%	.255	.243	117
52		Paolo Pasco	California	9	90.0%	.268	.266	116
53		Elisabeth Evan	Ohio	9	90.0%	.263	.168	116
54		Gerry Tansey	Missouri	9	90.0%	.257	.150	116
55		Scott Aefsky	Massachusetts	9	90.0%	.256	.185	116
56		Dibyo Haldar	Asia	10	100.0%	.135	.251	116
57		Joshua Levit	Massachusetts	8	80.0%	.366	.289	115
58		Rahul Rao-Pothuraju	New York	8	80.0%	.364	.155	115
59		Kane Keller	Louisiana	9	90.0%	.244	.118	114
60		Shannon Jamison	Virginia	9	90.0%	.234	.260	114
61		Paul Campbell	California	9	90.0%	.236	.213	113
62		William Neiswanger	Washington	9	90.0%	.231	.210	113
63		Akosua Asante	Canada	9	90.0%	.223	.196	113
64		James Dowd	Hawaii	9	90.0%	.219	.181	113
65		Daniel Feitel	District of Columbia	8	80.0%	.342	.213	112
66		Erik Nickels	California	9	90.0%	.232	.147	112
67		Elizabeth Chang	Washington	9	90.0%	.221	.157	112
68		Andrew Dupont	California	9	90.0%	.219	.183	112
69		John Presloid	Ohio	8	80.0%	.329	.225	111
70		Daniel Jude	California	9	90.0%	.227	.171	111
71		Chauncey Lo	California	9	90.0%	.225	.235	111
72		Clifford Galiher	California	8	80.0%	.325	.264	110
73		Will Swygart	United Kingdom	8	80.0%	.319	.224	109
74		Daniel White	Washington	8	80.0%	.306	.245	109
75		Michael Coates	Idaho	9	90.0%	.196	.138	109
76		John Petrovich	Indiana	9	90.0%	.194	.240	109
77		Ali Filipowicz	Virginia	9	90.0%	.194	.199	109
78		William Marshall	Alabama	7	70.0%	.444	.301	108
79		Greg Peterson	Illinois	8	80.0%	.302	.248	108
80		Andrew Foerster	North Carolina	9	90.0%	.187	.200	108
81		Daniel Galitsky	District of Columbia	9	90.0%	.180	.263	108
82		McKinnie Lee Sizemore	Florida	8	80.0%	.296	.216	107
83		Jesse Tow	Illinois	9	90.0%	.188	.142	107
84		Naveed Chowdhury	California	9	90.0%	.171	.238	107
85		Joey Goldman	United Kingdom	7	70.0%	.429	.151	106
86		Alec Chao	District of Columbia	8	80.0%	.283	.161	106
87		Kendall Plapp	New York	8	80.0%	.273	.252	106
88		Radu Popescu	Canada	8	80.0%	.271	.174	106
89		Talia Fan	Canada	9	90.0%	.178	.232	106
90		Lee Henry	Alabama	9	90.0%	.168	.236	106
91		Aiden Benshimol	Massachusetts	9	90.0%	.159	.113	106
92		Ryan Rosenberg	California	8	80.0%	.294	.207	105
93		Dan Puma	Illinois	8	80.0%	.290	.220	105
94		Erik Eide	Canada	8	80.0%	.287	.232	105
95		Derek Martz	Illinois	8	80.0%	.285	.173	105
96		Jason Palmer	Ohio	8	80.0%	.259	.196	105
97		Kai Tang	Illinois	9	90.0%	.168	.153	105
98		Jenn Tulo	Virginia	9	90.0%	.165	.231	105
99		Matthew LaMagna	Virginia	9	90.0%	.159	.095	105
100		Robert Kilner	Ohio	9	90.0%	.152	.175	105
101		Kevin McCabe	Colorado	9	90.0%	.147	.213	105
102		Finn Bender	Wisconsin	7	70.0%	.399	.324	104
103		Ryan Luptak	Illinois	9	90.0%	.165	.134	104
104		John Kocsis	Virginia	9	90.0%	.162	.137	104
105		Victor Pavao	Massachusetts	7	70.0%	.400	.280	103
106		Aaron Dos Remedios	Canada	8	80.0%	.260	.225	103
107		Chris Abrams	Nevada	8	80.0%	.249	.200	103
108		Lauren Manton	Ohio	9	90.0%	.140	.131	103
109		Jack Van Nostrand	Canada	7	70.0%	.392	.277	102
110		Max Smiley	California	8	80.0%	.248	.174	102
111		Eric Douglass	South Carolina	8	80.0%	.243	.279	102
112		Scott Oberstaedt	Virginia	8	80.0%	.241	.206	102
113		Tim Crockett	Washington	8	80.0%	.239	.159	102
114		Henry Blyth	Ohio	9	90.0%	.139	.108	102
115		Andrew Medlin	Louisiana	9	90.0%	.135	.159	102
116		Joseph Langas	Texas	7	70.0%	.370	.204	101
117		Jeff Frank	Indiana	8	80.0%	.242	.226	101
118		Thomas Credeur	Louisiana	8	80.0%	.236	.263	101
119		Ewan Munro	Australia & Oceania	8	80.0%	.227	.189	101
120		Deb Wells	Pennsylvania	8	80.0%	.227	.236	101
121		Julian Saddy	Canada	9	90.0%	.134	.099	101
122		Bobb X. Ha	Texas	7	70.0%	.382	.191	100
123		Ryan Milowicki	Connecticut	7	70.0%	.360	.228	100
124		Pranav Veluri	Indiana	8	80.0%	.245	.207	100
125		Michael Patison	Texas	8	80.0%	.222	.168	100
126		Matt Smania	Michigan	8	80.0%	.219	.168	100
127		Mike Myers	California	9	90.0%	.114	.132	100
128		Randall Eng	New York	7	70.0%	.333	.278	99
129		Brynn Jones	Alabama	7	70.0%	.344	.226	98
130		Steven Brown	Virginia	8	80.0%	.206	.155	98
131		Arlo Lyle	Arkansas	8	80.0%	.195	.242	98
132		Raul Passement	Texas	8	80.0%	.197	.141	97
133		Tristan Clarke	Arizona	8	80.0%	.189	.201	97
134		John Riss	Illinois	7	70.0%	.322	.281	96
135		Carlos Hernandez Fisher	Canada	7	70.0%	.305	.266	96
136		Russ Hart	New York	8	80.0%	.181	.167	96
137		JinAh Kim	Virginia	7	70.0%	.316	.304	95
138		Chris Ottolino	Missouri	7	70.0%	.306	.217	95
139		Michael Kettler	Ohio	7	70.0%	.296	.267	95
140		Kari Race	Wisconsin	7	70.0%	.292	.230	95
141		Nick Matchen	Illinois	8	80.0%	.192	.107	95
142		Kenneth Martin	Illinois	8	80.0%	.175	.163	95
143		Ned Tagtmeier	Illinois	7	70.0%	.309	.177	94
144		Nate Kane	Arizona	7	70.0%	.299	.212	94
145		Mick Reinhard	Pennsylvania	7	70.0%	.296	.240	94
146		Henry Cafaro	Illinois	7	70.0%	.291	.254	94
147		Myron Meyer	South Dakota	7	70.0%	.289	.264	94
148		Siddharth Hariharan	Maryland	7	70.0%	.290	.228	93
149		Eric Li	Massachusetts	7	70.0%	.288	.277	93
150		Jack Rousseau	California	7	70.0%	.284	.264	93
151		Nicholas Harrison	Canada	8	80.0%	.154	.184	93
152		Darren Petrosino	New Jersey	7	70.0%	.279	.226	92
153		James Washick	South Carolina	7	70.0%	.273	.195	92
154		Michael Arjona	Georgia	8	80.0%	.144	.151	92
155		Simon Sweeney	Pennsylvania	7	70.0%	.261	.245	91
156		Michael Turner	South Carolina	8	80.0%	.134	.160	91
157		Cameron Williams	North Carolina	8	80.0%	.122	.159	91
158		Shauna McNally	Canada	8	80.0%	.120	.269	91
159		Stan Jastrzebski	Indiana	7	70.0%	.254	.257	90
160		Ashwath Seetharaman	Texas	7	70.0%	.246	.203	90
161		Tyler Berry	Canada	8	80.0%	.150	.184	90
162		Abel Gilsing	Europe	8	80.0%	.119	.267	90
163		Jimmy Dunn	Michigan	7	70.0%	.251	.240	89
164		Erik Christensen	Canada	7	70.0%	.250	.214	89
165		Michael McPartland	United Kingdom	7	70.0%	.244	.245	89
166		Kenny Peskin	Virginia	7	70.0%	.237	.187	89
167		James Denning	Ohio	7	70.0%	.226	.294	89
168		Christopher Parsons	Washington	8	80.0%	.110	.100	89
169		Will Howells	United Kingdom	8	80.0%	.112	.071	88
170		Lauren Cusitello	California	7	70.0%	.233	.186	87
171		Daniel DeFelippis	Europe	7	70.0%	.215	.184	87
172		Jonathan Hugendubler	Maryland	8	80.0%	.084	.137	87
173		Mike Malloy	Wisconsin	7	70.0%	.213	.177	86
174		Jonathan Pinyan	New Jersey	7	70.0%	.211	.226	86
175		Will Johnson	Virginia	7	70.0%	.203	.112	86
176		James Carberry	Louisiana	8	80.0%	.077	.096	86
177		Ryan Hemmel	California	7	70.0%	.213	.138	85
178		Michael Bentley	Washington	7	70.0%	.193	.197	85
179		David Kiang	Illinois	7	70.0%	.192	.349	85
180		Matthew Grieco	New York	7	70.0%	.192	.155	85
181		Tom Minard	Canada	7	70.0%	.191	.209	85
182		Stephanie Perkins	Missouri	8	80.0%	.068	.079	85
183		Chuck Yu	Maryland	7	70.0%	.184	.238	84
184		Sarah Whisenhunt	Virginia	7	70.0%	.183	.091	84
185		Jessie Cubilla	Canada	6	60.0%	.327	.271	83
186		Jackson Todd	Georgia	6	60.0%	.323	.213	83
187		Matthew Askins	Arizona	7	70.0%	.182	.115	83
188		Matt Coleman	Washington	7	70.0%	.180	.160	83
189		Andrew Almas	Canada	7	70.0%	.170	.236	83
190		John Brock	Massachusetts	7	70.0%	.152	.236	83
191		Tommy Segi	Ohio	8	80.0%	.046	.056	83
192		Patrick Carthy	Europe	6	60.0%	.329	.235	82
193		Cari Milowicki	Ohio	7	70.0%	.173	.251	82
194		Dan Passner	New Jersey	7	70.0%	.146	.221	82
195		Benjamin Livingston	Minnesota	6	60.0%	.303	.254	81
196		Kevin Lei	Canada	6	60.0%	.287	.301	81
197		John Stewart	Virginia	7	70.0%	.157	.232	81
198		Nora Denning	Ohio	7	70.0%	.146	.109	81
199		Kaberi Chakrabarty	Illinois	7	70.0%	.145	.145	81
200		Paul Villaluz	Nevada	7	70.0%	.145	.116	80
201		Trevor Greissinger	Wisconsin	7	70.0%	.136	.131	80
202		Andrew Fanko	United Kingdom	7	70.0%	.150	.085	79
203		Andrey Goder	California	7	70.0%	.133	.232	79
204		Ben Smith	Canada	7	70.0%	.133	.113	79
205		Nate Muckley	Illinois	7	70.0%	.123	.125	79
206		Edward Sanfrey	Ohio	7	70.0%	.118	.126	79
207		Gwen Abrams	Nevada	7	70.0%	.126	.140	78
208		Losha Ndemeno-Tegomoh	Minnesota	7	70.0%	.123	.152	78
209		Chris Becker	Maryland	7	70.0%	.109	.106	78
210		James Kang	California	6	60.0%	.248	.184	77
211		Christian Wilson	New York	6	60.0%	.243	.265	77
212		Lars Melton	Virginia	7	70.0%	.109	.082	77
213		Jason Lai	New York	7	70.0%	.092	.120	77
214		Brian Hamilton	Oregon	6	60.0%	.246	.186	76
215		Stephen Ours	Virginia	6	60.0%	.245	.168	76
216		Owen Cooper	Alabama	6	60.0%	.243	.298	76
217		Zoe Kaperonis	New York	6	60.0%	.242	.244	76
218		David Cruickshank	United Kingdom	7	70.0%	.102	.072	76
219		George Atendido	Minnesota	6	60.0%	.207	.232	75
220		James E. Lasker	Texas	6	60.0%	.226	.136	74
221		Andrew Fisher	United Kingdom	6	60.0%	.224	.145	74
222		Natalie Schermer	Washington	6	60.0%	.213	.157	74
223		Avery Strangstalien	Wisconsin	6	60.0%	.206	.263	74
224		Joe Nutter	Georgia	7	70.0%	.090	.112	74
225		Brock Stephenson	Canada	7	70.0%	.072	.099	74
226		Bryan Householder	Ohio	7	70.0%	.045	.058	73
227		Gail Celio	Minnesota	6	60.0%	.195	.202	72
228		Jenna Hull	California	6	60.0%	.188	.250	72
229		Danny Lardner	United Kingdom	6	60.0%	.184	.206	72
230		Rikiya Cheaves	Florida	6	60.0%	.176	.197	72
231		Lynn Yu	California	6	60.0%	.174	.152	72
232		Brad Williams	Wisconsin	6	60.0%	.170	.233	71
233		Danielle Long	Illinois	6	60.0%	.163	.216	71
234		John Lance	Colorado	5	50.0%	.357	.266	70
235		Stacy Bridgette	West Virginia	6	60.0%	.178	.145	70
236		Candy Murphy	Virginia	6	60.0%	.165	.118	70
237		Brian Morehouse	Connecticut	6	60.0%	.142	.211	69
238		Sarah Benner	Ohio	5	50.0%	.319	.219	68
239		Jill Heink	Kentucky	6	60.0%	.139	.105	68
240		Aaron Lichtig	Maryland	6	60.0%	.116	.093	67
241		Jacob O'Rourke	Missouri	6	60.0%	.106	.104	66
242		Justin Dusaj	Michigan	6	60.0%	.106	.213	66
243		Josh Hill	Arkansas	6	60.0%	.096	.085	66
244		Jessica Fleischer	Illinois	6	60.0%	.096	.093	66
245		Cody Donahue	Mississippi	6	60.0%	.091	.128	66
246		Michael Shang	Maryland	5	50.0%	.264	.242	65
247		Harry White	Virginia	5	50.0%	.257	.255	65
248		Haley Gambrell	South Carolina	6	60.0%	.119	.088	65
249		Jason Laabs	Minnesota	5	50.0%	.246	.198	64
250		Jonathan Hunter	Florida	6	60.0%	.063	.153	64
251		David Edwards	Illinois	5	50.0%	.226	.177	63
252		Parth Jagtap	Canada	5	50.0%	.219	.166	63
253		Delano Barnes	Texas	6	60.0%	.054	.088	63
254		Garrison Page	Kentucky	6	60.0%	.079	.034	62
255		Mary Foley	Arizona	5	50.0%	.152	.281	59
256		Josh Walker	Ohio	4	40.0%	.392	.243	58
257		Jessica Chellino	Florida	5	50.0%	.170	.103	58
258		Amy Whitelaw	Virginia	5	50.0%	.126	.159	56
259		Quinn McGarry	Missouri	4	40.0%	.282	.345	54
260		Chris Hale	Virginia	5	50.0%	.082	.105	53
261		David Snoddon	Canada	5	50.0%	.068	.088	53
262		Joshua Grischow	Ohio	5	50.0%	.060	.088	52
263		Dawson Owens	Ohio	5	50.0%	.055	.099	51
264		Kelly Rabin	Washington	4	40.0%	.174	.129	48
265		Michael Joy	Michigan	4	40.0%	.133	.155	46
266		Alexander Bandukwala	Illinois	4	40.0%	.033	.051	41
267		Emily Fletcher	Texas	3	30.0%	.224	.214	37
268		Violet Hundt	Wisconsin	3	30.0%	.180	.169	36
269		Dan Ni	New York	3	30.0%	.144	.105	34
270		Douglas Wilham	Kentucky	3	30.0%	.116	.160	33
271		Sheldon Wong	Illinois	3	100.0%	.000	.000	30
272		Padraig Finan	Washington	2	20.0%	.073	.445	21
273		Sally Kittrell	Kansas	2	20.0%	.049	.131	20
274		Louis Johnson	Alabama	1	10.0%	.072	.032	10
275		Amory Kaufman	Minnesota	0	0.0%	-1.000	-1.000	0
276		Guan Tong Tay	Asia	0	0.0%	-1.000	.026	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.