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2023 Popular Culture Week 30

Standings

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#	Awards	Player	Region	# Correct	% Correct	Average Correct Celerity	Std. Dev. Celerity	Score
1		Steve Bahnaman	North Carolina	9	90.0%	.437	.219	137
2		Benjamin Kitchen	Colorado	10	100.0%	.304	.147	136
3		Jason Hess	Texas	10	100.0%	.306	.107	135
4		Jason Sterlacci	New Jersey	10	100.0%	.300	.193	135
5		Aaron Dos Remedios	Canada	10	100.0%	.286	.177	133
6		Steven Brown	Virginia	10	100.0%	.282	.254	133
7		Matthew Marcotte	California	9	90.0%	.392	.169	131
8		David Kiang	Illinois	10	100.0%	.274	.183	131
9		Alex Schmidt	Pennsylvania	9	90.0%	.355	.275	129
10		Kyle Kahan	California	10	100.0%	.253	.159	128
11		McKinnie Lee Sizemore	Florida	9	90.0%	.340	.186	127
12		John Lance	Colorado	10	100.0%	.243	.167	127
13		Derek Martz	Illinois	9	90.0%	.358	.182	126
14		Chris Ottolino	Missouri	9	90.0%	.344	.215	126
15		Seoan Webb	United Kingdom	10	100.0%	.238	.146	126
16		Erik Christensen	Canada	9	90.0%	.335	.205	125
17		Anthony DiCarlo	California	9	90.0%	.328	.266	124
18		Finn Bender	Wisconsin	9	90.0%	.314	.295	124
19		Kenji Shimizu	Michigan	10	100.0%	.210	.128	123
20		Julian Saddy	Canada	10	100.0%	.209	.197	123
21		Ryan Milowicki	Connecticut	8	80.0%	.419	.206	121
22		Harley Andrew	Wisconsin	9	90.0%	.288	.178	121
23		Rahul Rao-Pothuraju	New York	9	90.0%	.283	.262	121
24		Parth Jagtap	Canada	8	80.0%	.422	.218	120
25		Deleena Simon	Michigan	9	90.0%	.284	.249	120
26		Matthew LaMagna	Virginia	10	100.0%	.185	.173	120
27		Brynn Jones	Alabama	9	90.0%	.288	.186	119
28		Michael McPartland	United Kingdom	10	100.0%	.176	.147	119
29		Lynn Yu	California	9	90.0%	.276	.200	118
30		Jack Rousseau	California	8	80.0%	.393	.226	117
31		Kent Buxton	Maryland	9	90.0%	.269	.180	117
32		Greg Peterson	Illinois	9	90.0%	.260	.254	117
33		Logan Anbinder	Maryland	9	90.0%	.260	.181	116
34		Tucker Warner	New York	9	90.0%	.257	.198	116
35		Lars Melton	Virginia	9	90.0%	.250	.212	116
36		Lee Henry	Alabama	9	90.0%	.249	.227	116
37		Christine Irwin	Canada	10	100.0%	.143	.172	116
38		Gail Celio	Minnesota	8	80.0%	.368	.215	115
39		Brian Lipinski	District of Columbia	9	90.0%	.253	.177	115
40		Kendall Plapp	New York	9	90.0%	.249	.262	115
41		Drew Scheeler	Ohio	9	90.0%	.249	.168	115
42		Nate Muckley	Illinois	9	90.0%	.237	.196	114
43		Ozzie Fallick	California	9	90.0%	.222	.233	114
44		Ramapriya Rangaraju	Kentucky	9	90.0%	.227	.225	113
45		Max Smiley	California	8	80.0%	.341	.236	112
46		Jack Wolverton	Missouri	9	90.0%	.222	.205	112
47		David Cruickshank	United Kingdom	10	100.0%	.127	.125	112
48		Scott Latchem	California	8	80.0%	.324	.273	111
49		Tracey Hickman	Oklahoma	9	90.0%	.205	.246	111
50		Gwen Abrams	Nevada	9	90.0%	.194	.169	110
51		Clifford Galiher	California	8	80.0%	.315	.268	109
52		Michael Patison	Texas	9	90.0%	.193	.208	109
53		Naveed Chowdhury	California	9	90.0%	.169	.172	108
54		Robert Kilner	Ohio	10	100.0%	.077	.138	108
55		Patrick Carthy	Europe	9	90.0%	.182	.097	107
56		Sean Calhoun	Iowa	9	90.0%	.180	.125	107
57		Scott Aefsky	Massachusetts	9	90.0%	.169	.168	107
58		Chris Abrams	Nevada	8	80.0%	.294	.149	106
59		Evan Nagler	New York	8	80.0%	.291	.212	106
60		Alec Chao	District of Columbia	8	80.0%	.289	.175	106
61		Harry White	Virginia	8	80.0%	.285	.233	106
62		Quinn McGarry	Missouri	8	80.0%	.280	.194	106
63		Tomás Aguilar-Fraga	California	9	90.0%	.185	.120	106
64		Ashwath Seetharaman	Texas	9	90.0%	.157	.157	106
65		Sofia Pralle	Washington	8	80.0%	.282	.301	105
66		William Neiswanger	Washington	8	80.0%	.276	.243	105
67		Jessie Cubilla	Canada	8	80.0%	.273	.190	105
68		Michael Turner	South Carolina	8	80.0%	.264	.222	105
69		Matt Smania	Michigan	9	90.0%	.165	.148	105
70		Jack Brounstein	Texas	7	70.0%	.401	.184	104
71		Jonathan Pinyan	New Jersey	8	80.0%	.279	.196	104
72		Charlie Fritz	Illinois	8	80.0%	.268	.164	104
73		Pranav Veluri	Indiana	8	80.0%	.267	.183	104
74		Michael Kettler	Ohio	8	80.0%	.261	.236	104
75		Jeremy Tsai	New Jersey	9	90.0%	.141	.211	104
76		Paolo Pasco	California	8	80.0%	.265	.161	103
77		Josh Walker	Ohio	8	80.0%	.265	.194	103
78		Frank Grabowski	Pennsylvania	9	90.0%	.149	.146	103
79		Joseph Langas	Texas	9	90.0%	.143	.126	103
80		Akosua Asante	Canada	9	90.0%	.122	.154	103
81		Stephen Morrison	Michigan	8	80.0%	.252	.238	102
82		Daniel Jude	California	8	80.0%	.242	.138	102
83		Andy Kravis	New York	8	80.0%	.240	.260	102
84		Connor Teevens	Michigan	8	80.0%	.224	.186	100
85		Jesse Tow	Illinois	8	80.0%	.219	.186	100
86		Talia Fan	Canada	9	90.0%	.125	.118	100
87		Joey Goldman	United Kingdom	9	90.0%	.101	.128	100
88		Delano Barnes	Texas	9	90.0%	.098	.150	100
89		Ryan Hemmel	California	7	70.0%	.353	.123	99
90		Daniel Chung	California	8	80.0%	.228	.226	99
91		Tim Crockett	Washington	8	80.0%	.212	.184	99
92		Daniel Feitel	District of Columbia	7	70.0%	.351	.215	98
93		Jason Serrano	New York	7	70.0%	.348	.243	98
94		Darrell Johnson	Arizona	8	80.0%	.207	.217	98
95		Adam Sapa	Canada	8	80.0%	.207	.151	98
96		Stephen Ours	Virginia	8	80.0%	.194	.175	98
97		Dan Puma	Illinois	7	70.0%	.344	.235	97
98		Lauren Manton	Ohio	8	80.0%	.208	.120	97
99		Radu Popescu	Canada	7	70.0%	.317	.215	96
100		Bobb X. Ha	Texas	7	70.0%	.317	.215	96
101		Will Johnson	Virginia	8	80.0%	.181	.171	96
102		Jenna Hull	California	8	80.0%	.180	.182	96
103		Erik Nickels	California	8	80.0%	.207	.175	95
104		William Marshall	Alabama	8	80.0%	.180	.158	95
105		Tom Minard	Canada	8	80.0%	.170	.140	95
106		Brad Williams	Wisconsin	8	80.0%	.154	.172	94
107		Theo Howe	United Kingdom	8	80.0%	.154	.172	94
108		Anthony Peek	Louisiana	7	70.0%	.293	.218	93
109		James Washick	South Carolina	7	70.0%	.285	.250	93
110		Benjamin Livingston	Minnesota	7	70.0%	.284	.246	93
111		Shannon Jamison	Virginia	7	70.0%	.270	.233	93
112		Dillon Edwards	Wisconsin	8	80.0%	.173	.109	93
113		John Presloid	Ohio	8	80.0%	.171	.082	93
114		Danny Lardner	United Kingdom	8	80.0%	.166	.174	93
115		Dibyo Haldar	Asia	9	90.0%	.047	.091	93
116		Andrew Medlin	Louisiana	9	90.0%	.042	.061	93
117		James Dowd	Hawaii	7	70.0%	.274	.164	92
118		Michael Arjona	Georgia	7	70.0%	.263	.263	92
119		Jason Palmer	Ohio	7	70.0%	.258	.234	92
120		Ryan Luptak	Illinois	8	80.0%	.156	.141	92
121		Kevin Lei	Canada	8	80.0%	.147	.210	92
122		Hidehiro Anto	California	8	80.0%	.135	.165	92
123		Kari Race	Wisconsin	7	70.0%	.272	.229	91
124		Jordan Brownstein	Virginia	7	70.0%	.257	.265	91
125		John Kocsis	Virginia	8	80.0%	.153	.121	91
126		Elisabeth Evan	Ohio	7	70.0%	.258	.173	90
127		Craig Moysey	Canada	7	70.0%	.256	.142	90
128		Joshua Levit	Massachusetts	7	70.0%	.242	.163	90
129		Jason Lai	New York	8	80.0%	.128	.135	90
130		Gerry Tansey	Missouri	7	70.0%	.250	.207	89
131		Matthew Grieco	New York	7	70.0%	.234	.173	89
132		Matthew Hart	Minnesota	8	80.0%	.114	.149	89
133		Henry Cafaro	Illinois	7	70.0%	.242	.203	88
134		Ewan Munro	Australia & Oceania	7	70.0%	.233	.226	88
135		Adam Escandell	Texas	7	70.0%	.227	.234	87
136		Matt Coleman	Washington	7	70.0%	.226	.174	87
137		Russ Hart	New York	8	80.0%	.080	.107	87
138		Andrew Dupont	California	7	70.0%	.232	.218	86
139		Sarah Whisenhunt	Virginia	7	70.0%	.214	.177	86
140		Candy Murphy	Virginia	7	70.0%	.196	.207	86
141		Henry Blyth	Ohio	7	70.0%	.184	.207	86
142		Paul Villaluz	Nevada	7	70.0%	.218	.198	85
143		Will Swygart	United Kingdom	7	70.0%	.212	.130	85
144		Andrey Goder	California	7	70.0%	.205	.170	85
145		Garrison Page	Kentucky	7	70.0%	.197	.159	85
146		Alex Dzurick	Missouri	7	70.0%	.189	.254	85
147		Ali Filipowicz	Virginia	7	70.0%	.186	.188	85
148		Matthew Askins	Arizona	8	80.0%	.062	.123	85
149		Jimmy Dunn	Michigan	6	60.0%	.333	.297	84
150		Kane Keller	Louisiana	7	70.0%	.198	.132	84
151		Christopher Parsons	Washington	7	70.0%	.191	.111	84
152		Chris Becker	Maryland	7	70.0%	.169	.153	84
153		Andrew Fanko	United Kingdom	8	80.0%	.069	.062	84
154		Myron Meyer	South Dakota	6	60.0%	.339	.251	83
155		Andrew Fisher	United Kingdom	7	70.0%	.192	.180	83
156		Josh Hill	Arkansas	7	70.0%	.176	.232	83
157		Jonathan Hunter	Florida	7	70.0%	.167	.272	83
158		Darren Petrosino	New Jersey	7	70.0%	.164	.223	83
159		Alex Paskevicius	Canada	7	70.0%	.145	.157	82
160		Kaberi Chakrabarty	Illinois	7	70.0%	.143	.160	82
161		Jill Heink	Kentucky	8	80.0%	.049	.055	82
162		Rachael Peters	Michigan	8	80.0%	.026	.037	82
163		Jacob O'Rourke	Missouri	7	70.0%	.164	.164	81
164		Mick Reinhard	Pennsylvania	7	70.0%	.152	.154	81
165		Joe Nutter	Georgia	8	80.0%	.062	.042	81
166		Michael Olson	Minnesota	6	60.0%	.290	.251	80
167		Stan Jastrzebski	Indiana	6	60.0%	.283	.225	80
168		Lauren Cusitello	California	7	70.0%	.141	.133	80
169		George Atendido	Minnesota	7	70.0%	.140	.132	80
170		Cari Milowicki	Ohio	6	60.0%	.292	.243	79
171		Jack Van Nostrand	Canada	6	60.0%	.271	.246	79
172		Michael Bentley	Washington	6	60.0%	.267	.216	79
173		Thomas Credeur	Louisiana	7	70.0%	.134	.157	79
174		Ben Smith	Canada	7	70.0%	.134	.130	79
175		Andy Brown	Illinois	7	70.0%	.121	.164	79
176		James Kang	California	7	70.0%	.120	.139	79
177		Simon Sweeney	Pennsylvania	6	60.0%	.265	.189	78
178		Lawrence Simon	New York	6	60.0%	.261	.259	78
179		Randall Eng	New York	6	60.0%	.260	.202	78
180		Chris Hale	Virginia	6	60.0%	.259	.166	78
181		Eric Douglass	South Carolina	6	60.0%	.257	.236	78
182		JinAh Kim	Virginia	7	70.0%	.119	.110	78
183		David Snoddon	Canada	7	70.0%	.113	.128	78
184		James Carberry	Louisiana	7	70.0%	.105	.157	78
185		Jessica Fleischer	Illinois	7	70.0%	.104	.137	78
186		Chris Miller	Kentucky	5	50.0%	.465	.273	77
187		Devon Edwards	New York	6	60.0%	.270	.198	77
188		Elizabeth Chang	Washington	6	60.0%	.260	.192	77
189		Cameron Williams	North Carolina	7	70.0%	.090	.135	77
190		Jeff Frank	Indiana	5	50.0%	.419	.317	76
191		David Edwards	Illinois	6	60.0%	.243	.182	76
192		Mary Foley	Arizona	6	60.0%	.242	.173	76
193		Nate Kane	Arizona	6	60.0%	.236	.189	76
194		Mitchell Rimerman	District of Columbia	6	60.0%	.233	.191	76
195		William Travis	Texas	6	60.0%	.229	.197	76
196		Alex Tabor	Virginia	7	70.0%	.104	.119	76
197		Mike Myers	California	6	60.0%	.228	.219	75
198		Spencer Thrope	Middle East	6	60.0%	.214	.227	74
199		Tyler Berry	Canada	6	60.0%	.209	.186	74
200		Stephen Liu	California	6	60.0%	.202	.228	74
201		John Riss	Illinois	6	60.0%	.202	.188	73
202		Jackson Todd	Georgia	6	60.0%	.191	.118	73
203		Owen Cooper	Alabama	6	60.0%	.189	.209	73
204		Matthew Marcus	Oregon	6	60.0%	.189	.168	73
205		Avery Strangstalien	Wisconsin	6	60.0%	.181	.163	72
206		Stephanie Perkins	Missouri	6	60.0%	.177	.186	72
207		Daniel DeFelippis	Europe	7	70.0%	.037	.057	72
208		Tommy Segi	Ohio	7	70.0%	.033	.049	72
209		Kenneth Martin	Illinois	6	60.0%	.177	.165	71
210		Carlos Hernandez Fisher	Canada	5	50.0%	.344	.219	70
211		Nick Matchen	Illinois	6	60.0%	.162	.148	70
212		Deb Wells	Pennsylvania	6	60.0%	.159	.124	70
213		Daniel White	Washington	6	60.0%	.155	.170	70
214		Jonathan Hugendubler	Maryland	7	70.0%	.013	.023	70
215		Omar Sajjad	California	6	60.0%	.161	.168	69
216		Greg Garbee	Florida	6	60.0%	.154	.118	69
217		Paul Campbell	California	6	60.0%	.149	.202	69
218		Dawson Owens	Ohio	6	60.0%	.142	.161	69
219		Evan Knox	North Carolina	6	60.0%	.138	.139	68
220		Jenn Tulo	Virginia	6	60.0%	.123	.100	68
221		Shauna McNally	Canada	6	60.0%	.122	.136	68
222		Alexander Bandukwala	Illinois	6	60.0%	.121	.160	68
223		Erik Eide	Canada	5	50.0%	.292	.258	67
224		Dan Passner	New Jersey	5	50.0%	.283	.272	67
225		Zoe Kaperonis	New York	6	60.0%	.118	.172	67
226		Connor Gozycki	North Carolina	6	60.0%	.117	.131	67
227		Mazin Omer	Massachusetts	5	50.0%	.290	.132	66
228		Natalie Schermer	Washington	6	60.0%	.088	.125	66
229		Kelly Rabin	Washington	6	60.0%	.105	.210	65
230		Trevor Greissinger	Wisconsin	6	60.0%	.085	.097	65
231		Nathan Hamer	United Kingdom	6	60.0%	.064	.126	64
232		Kevin McCabe	Colorado	6	60.0%	.059	.143	64
233		Brian Hamilton	Oregon	5	50.0%	.224	.257	63
234		Andrew Foerster	North Carolina	5	50.0%	.213	.184	63
235		Daniel Galitsky	District of Columbia	6	60.0%	.057	.095	63
236		James E. Lasker	Texas	5	50.0%	.225	.137	62
237		Arlo Lyle	Arkansas	5	50.0%	.208	.160	61
238		Will Howells	United Kingdom	5	50.0%	.186	.184	61
239		James Denning	Ohio	5	50.0%	.184	.148	61
240		Danielle Long	Illinois	6	60.0%	.021	.195	61
241		Scott Oberstaedt	Virginia	5	50.0%	.146	.240	58
242		Kenny Peskin	Virginia	5	50.0%	.151	.122	57
243		Edward Sanfrey	Ohio	5	50.0%	.144	.110	57
244		Michael Joy	Michigan	5	50.0%	.144	.110	56
245		Amy Whitelaw	Virginia	5	50.0%	.119	.203	56
246		Andrew Almas	Canada	5	50.0%	.114	.172	56
247		Cody Donahue	Mississippi	5	50.0%	.109	.135	56
248		Chuck Yu	Maryland	5	50.0%	.106	.217	55
249		Losha Ndemeno-Tegomoh	Minnesota	5	50.0%	.111	.101	54
250		Tony Chen	Canada	4	40.0%	.296	.228	53
251		Kai Tang	Illinois	5	50.0%	.071	.081	53
252		Abel Gilsing	Europe	4	40.0%	.262	.140	52
253		Brian Morehouse	Connecticut	4	40.0%	.229	.162	51
254		Bryan Householder	Ohio	4	40.0%	.220	.136	51
255		Michael Shang	Maryland	5	50.0%	.040	.195	51
256		Kyle Morehouse	Connecticut	5	50.0%	.040	.161	50
257		Violet Hundt	Wisconsin	5	50.0%	.006	.038	50
258		Mike Malloy	Wisconsin	4	40.0%	.210	.197	49
259		Dan Ni	New York	4	40.0%	.184	.191	49
260		Ryan Rosenberg	California	4	40.0%	.177	.160	48
261		Siddharth Hariharan	Maryland	4	40.0%	.129	.263	46
262		Emily Fletcher	Texas	4	40.0%	.127	.179	45
263		Brock Stephenson	Canada	3	30.0%	.384	.243	44
264		Ned Tagtmeier	Illinois	3	30.0%	.373	.234	44
265		Douglas Wilham	Kentucky	4	40.0%	.093	.113	44
266		Michael Coates	Idaho	4	40.0%	.080	.084	43
267		Jessica Chellino	Florida	4	40.0%	.091	.032	42
268		Jason Laabs	Minnesota	4	40.0%	.050	.195	41
269		Zane Placie	Georgia	4	40.0%	.046	.046	41
270		Sheldon Wong	Illinois	4	40.0%	.000	.000	40
271		Raul Passement	Texas	3	30.0%	.236	.265	38
272		Louis Johnson	Alabama	3	30.0%	.231	.189	38
273		Aaron Lichtig	Maryland	3	30.0%	.180	.208	36
274		Justin Dusaj	Michigan	3	30.0%	.060	.103	31
275		Liz Fujita	Michigan	3	30.0%	.020	.214	30
276		Wesley Erpelding	Minnesota	3	30.0%	.018	.116	30
277		Sarah Benner	Ohio	2	20.0%	.300	.165	26
278		Victor Pavao	Massachusetts	2	20.0%	.275	.140	26
279		Padraig Finan	Washington	2	20.0%	.040	.045	20
280		Susan Corbus	Illinois	2	20.0%	.014	.009	20
281		Guan Tong Tay	Asia	0	0.0%	-1.000	.007	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.