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2023 Popular Culture Week 22

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%	.343	.195	140
2		Charlie Fritz	Illinois	10	100.0%	.286	.206	134
3		Jason Hess	Texas	10	100.0%	.281	.206	132
4		Matthew Marcotte	California	10	100.0%	.260	.171	131
5		Jason Sterlacci	New Jersey	10	100.0%	.252	.165	129
6		Andy Kravis	New York	10	100.0%	.248	.212	129
7		Drew Scheeler	Ohio	9	90.0%	.366	.217	128
8		Jack Brounstein	Texas	9	90.0%	.337	.239	125
9		Clifford Galiher	California	10	100.0%	.222	.156	124
10		Alex Schmidt	Pennsylvania	10	100.0%	.211	.167	124
11		Harley Andrew	Wisconsin	9	90.0%	.325	.243	123
12		Scott Latchem	California	9	90.0%	.318	.275	123
13		Tracey Hickman	Oklahoma	9	90.0%	.311	.216	122
14		Chris Abrams	Nevada	10	100.0%	.208	.148	122
15		Christine Irwin	Canada	10	100.0%	.202	.171	122
16		Aaron Dos Remedios	Canada	10	100.0%	.198	.131	122
17		Ryan Milowicki	Connecticut	9	90.0%	.302	.200	121
18		James Dowd	Hawaii	10	100.0%	.199	.163	121
19		Stan Jastrzebski	Indiana	10	100.0%	.196	.129	121
20		Radu Popescu	Canada	10	100.0%	.196	.175	120
21		Mazin Omer	Massachusetts	9	90.0%	.296	.258	119
22		James Washick	South Carolina	9	90.0%	.293	.222	119
23		Benjamin Kitchen	Colorado	9	90.0%	.291	.172	119
24		Evan Nagler	New York	10	100.0%	.173	.102	118
25		Matthew LaMagna	Virginia	10	100.0%	.165	.131	117
26		Greg Peterson	Illinois	10	100.0%	.164	.124	117
27		Brian Lipinski	District of Columbia	9	90.0%	.250	.251	116
28		Shannon Jamison	Virginia	10	100.0%	.164	.164	116
29		Chris Miller	Kentucky	9	90.0%	.260	.193	115
30		Paolo Pasco	California	9	90.0%	.254	.259	115
31		Edward Sanfrey	Ohio	10	100.0%	.150	.158	115
32		Will Swygart	United Kingdom	10	100.0%	.138	.133	115
33		Henry Blyth	Ohio	9	90.0%	.259	.190	114
34		Jack Rousseau	California	9	90.0%	.237	.206	114
35		Tim Crockett	Washington	10	100.0%	.146	.120	114
36		Finn Bender	Wisconsin	8	80.0%	.345	.250	113
37		Ramapriya Rangaraju	Kentucky	9	90.0%	.250	.194	113
38		Jack Van Nostrand	Canada	9	90.0%	.233	.161	113
39		Nate Muckley	Illinois	9	90.0%	.212	.243	113
40		Dan Puma	Illinois	9	90.0%	.231	.208	112
41		Jeff Frank	Indiana	9	90.0%	.224	.157	112
42		Sean Calhoun	Iowa	9	90.0%	.219	.141	112
43		Akosua Asante	Canada	10	100.0%	.131	.079	112
44		Alec Chao	District of Columbia	9	90.0%	.223	.202	111
45		Jeremy Tsai	New Jersey	9	90.0%	.214	.219	111
46		Andrew Dupont	California	9	90.0%	.210	.206	111
47		Tomás Aguilar-Fraga	California	9	90.0%	.210	.212	111
48		Lynn Yu	California	9	90.0%	.208	.246	111
49		David Kiang	Illinois	9	90.0%	.208	.222	111
50		Matthew Askins	Arizona	8	80.0%	.310	.263	110
51		Kyle Kahan	California	9	90.0%	.220	.179	110
52		Tom Minard	Canada	9	90.0%	.213	.208	110
53		Mike Myers	California	9	90.0%	.205	.199	109
54		Candy Murphy	Virginia	9	90.0%	.202	.193	109
55		McKinnie Lee Sizemore	Florida	9	90.0%	.197	.148	109
56		Lawrence Simon	New York	9	90.0%	.193	.228	109
57		Robert Kilner	Ohio	10	100.0%	.085	.144	109
58		Kari Race	Wisconsin	9	90.0%	.189	.170	108
59		Anthony Peek	Louisiana	9	90.0%	.186	.139	108
60		Jason Palmer	Ohio	9	90.0%	.181	.193	107
61		Jacob O'Rourke	Missouri	9	90.0%	.173	.198	107
62		Gerry Tansey	Missouri	9	90.0%	.176	.162	106
63		Craig Moysey	Canada	9	90.0%	.172	.124	106
64		Adam Escandell	Texas	9	90.0%	.172	.142	106
65		Michael Turner	South Carolina	9	90.0%	.164	.140	106
66		Gail Celio	Minnesota	9	90.0%	.160	.177	106
67		Derek Martz	Illinois	8	80.0%	.288	.224	105
68		Jason Serrano	New York	8	80.0%	.274	.226	105
69		Brad Williams	Wisconsin	8	80.0%	.273	.233	105
70		Carlos Hernandez Fisher	Canada	8	80.0%	.272	.244	105
71		John Lance	Colorado	9	90.0%	.165	.153	105
72		Scott Aefsky	Massachusetts	9	90.0%	.164	.153	105
73		Benjamin Livingston	Minnesota	9	90.0%	.158	.152	105
74		Max Smiley	California	9	90.0%	.145	.224	105
75		Bobb X. Ha	Texas	8	80.0%	.270	.210	104
76		Steven Brown	Virginia	8	80.0%	.267	.149	104
77		Steve Bahnaman	North Carolina	9	90.0%	.162	.141	104
78		Erik Eide	Canada	9	90.0%	.157	.157	104
79		Scott Oberstaedt	Virginia	9	90.0%	.157	.126	104
80		Arlo Lyle	Arkansas	9	90.0%	.146	.160	104
81		Kaberi Chakrabarty	Illinois	9	90.0%	.139	.129	104
82		William Travis	Texas	8	80.0%	.275	.259	103
83		Chris Ottolino	Missouri	8	80.0%	.258	.276	103
84		Elisabeth Evan	Ohio	9	90.0%	.152	.169	103
85		Nate Kane	Arizona	9	90.0%	.151	.149	103
86		Jenn Tulo	Virginia	9	90.0%	.147	.113	103
87		Lauren Manton	Ohio	9	90.0%	.141	.133	103
88		Daniel Chung	California	8	80.0%	.263	.201	102
89		Michael Coates	Idaho	8	80.0%	.247	.235	102
90		Dillon Edwards	Wisconsin	9	90.0%	.137	.187	102
91		Carl Voss	Minnesota	9	90.0%	.134	.118	102
92		David Cruickshank	United Kingdom	9	90.0%	.132	.168	102
93		Jonathan Pinyan	New Jersey	9	90.0%	.112	.162	102
94		Ben Smith	Canada	10	100.0%	.035	.044	102
95		Randall Eng	New York	8	80.0%	.232	.185	101
96		Theo Howe	United Kingdom	8	80.0%	.230	.240	101
97		Lee Henry	Alabama	9	90.0%	.134	.158	101
98		Dan Passner	New Jersey	9	90.0%	.119	.142	101
99		Julian Saddy	Canada	9	90.0%	.122	.103	100
100		Amy Whitelaw	Virginia	9	90.0%	.118	.148	100
101		Brynn Jones	Alabama	8	80.0%	.228	.259	99
102		Kane Keller	Louisiana	8	80.0%	.213	.256	99
103		Frank Grabowski	Pennsylvania	8	80.0%	.212	.160	98
104		Jack Wolverton	Missouri	8	80.0%	.206	.219	98
105		Ned Tagtmeier	Illinois	8	80.0%	.203	.177	98
106		Cari Milowicki	Ohio	8	80.0%	.202	.158	98
107		Michael Olson	Minnesota	9	90.0%	.097	.120	98
108		Thomas Credeur	Louisiana	9	90.0%	.092	.113	98
109		Myron Meyer	South Dakota	8	80.0%	.185	.224	97
110		Joseph Langas	Texas	8	80.0%	.209	.102	96
111		Ali Filipowicz	Virginia	8	80.0%	.206	.174	96
112		Michael Bentley	Washington	8	80.0%	.201	.142	96
113		Daniel Jude	California	8	80.0%	.181	.190	96
114		Danny Lardner	United Kingdom	9	90.0%	.089	.068	96
115		Ross Ferguson	South Carolina	7	70.0%	.310	.302	95
116		Devon Edwards	New York	8	80.0%	.192	.211	95
117		Lauren Cusitello	California	8	80.0%	.183	.166	95
118		John Presloid	Ohio	8	80.0%	.177	.100	95
119		Delano Barnes	Texas	9	90.0%	.057	.064	95
120		Adam Sapa	Canada	8	80.0%	.179	.209	94
121		Matthew Marcus	Oregon	8	80.0%	.170	.128	94
122		Darrell Johnson	Arizona	8	80.0%	.165	.152	94
123		Chris Becker	Maryland	8	80.0%	.164	.181	94
124		Raul Passement	Texas	8	80.0%	.162	.238	94
125		Paul Villaluz	Nevada	8	80.0%	.154	.108	94
126		Brian Hamilton	Oregon	9	90.0%	.073	.044	94
127		Jason Lai	New York	9	90.0%	.048	.092	94
128		Simon Sweeney	Pennsylvania	7	70.0%	.293	.242	93
129		Ryan Luptak	Illinois	8	80.0%	.149	.145	92
130		Josh Walker	Ohio	8	80.0%	.147	.194	91
131		James Kang	California	8	80.0%	.139	.130	91
132		John Riss	Illinois	8	80.0%	.138	.198	91
133		Elizabeth Chang	Washington	8	80.0%	.131	.138	91
134		Deb Wells	Pennsylvania	8	80.0%	.126	.136	91
135		Andrew Fisher	United Kingdom	8	80.0%	.136	.080	90
136		Alex Dzurick	Missouri	8	80.0%	.130	.148	90
137		Jonathan Hugendubler	Maryland	9	90.0%	.019	.042	90
138		Mike Malloy	Wisconsin	7	70.0%	.239	.207	89
139		Mick Reinhard	Pennsylvania	7	70.0%	.229	.188	89
140		Jesse Tow	Illinois	8	80.0%	.117	.195	89
141		Russ Hart	New York	8	80.0%	.110	.149	89
142		Kendall Plapp	New York	8	80.0%	.106	.162	89
143		William Marshall	Alabama	6	60.0%	.393	.340	88
144		Jimmy Dunn	Michigan	7	70.0%	.247	.285	88
145		Andrew Medlin	Louisiana	8	80.0%	.114	.092	88
146		Joshua Levit	Massachusetts	8	80.0%	.106	.129	88
147		Eric Li	Massachusetts	7	70.0%	.232	.269	87
148		Spencer Thrope	Middle East	7	70.0%	.229	.236	87
149		Jessie Cubilla	Canada	7	70.0%	.227	.162	87
150		Nicholas Harrison	Canada	7	70.0%	.213	.190	87
151		Chris Morin	New York	8	80.0%	.102	.119	87
152		Stephen Ours	Virginia	8	80.0%	.086	.067	87
153		Matt Coleman	Washington	8	80.0%	.084	.073	87
154		Dibyo Haldar	Asia	8	80.0%	.084	.116	87
155		Christian Wilson	New York	7	70.0%	.215	.296	86
156		Lawrence McGillicuddy	Georgia	7	70.0%	.215	.161	86
157		Tucker Warner	New York	7	70.0%	.212	.233	86
158		Joey Goldman	United Kingdom	7	70.0%	.212	.287	86
159		William Neiswanger	Washington	7	70.0%	.211	.198	86
160		Daniel White	Washington	8	80.0%	.101	.093	86
161		Kenny Peskin	Virginia	8	80.0%	.094	.199	86
162		Michael Patison	Texas	8	80.0%	.092	.101	86
163		Jonathan Hunter	Florida	8	80.0%	.070	.139	86
164		Harry White	Virginia	7	70.0%	.202	.181	85
165		John Kocsis	Virginia	7	70.0%	.185	.139	85
166		Omar Sajjad	California	8	80.0%	.075	.150	85
167		Kenji Shimizu	Michigan	6	60.0%	.352	.217	84
168		Sarah Benner	Ohio	7	70.0%	.184	.123	84
169		Deleena Simon	Michigan	8	80.0%	.062	.096	84
170		Matthew Grieco	New York	8	80.0%	.061	.087	84
171		Stephen Liu	California	7	70.0%	.182	.113	83
172		Michael Shang	Maryland	7	70.0%	.179	.214	83
173		Zoe Kaperonis	New York	7	70.0%	.174	.150	83
174		Jill Heink	Kentucky	7	70.0%	.187	.180	82
175		Ryan Hemmel	California	7	70.0%	.174	.142	82
176		Christopher Parsons	Washington	7	70.0%	.163	.118	81
177		Henry Cafaro	Illinois	7	70.0%	.161	.189	81
178		Ozzie Fallick	California	7	70.0%	.151	.117	81
179		Aiden Benshimol	Massachusetts	8	80.0%	.046	.043	81
180		Tommy Segi	Ohio	8	80.0%	.023	.190	81
181		Dan Ni	New York	6	60.0%	.278	.335	80
182		Erik Christensen	Canada	7	70.0%	.141	.129	80
183		Talia Fan	Canada	7	70.0%	.135	.138	80
184		Kai Tang	Illinois	7	70.0%	.140	.118	79
185		Will Howells	United Kingdom	7	70.0%	.137	.092	79
186		Cameron Williams	North Carolina	7	70.0%	.136	.220	79
187		Ryan Manton	Ohio	7	70.0%	.116	.211	78
188		Cody Donahue	Mississippi	7	70.0%	.112	.118	78
189		Stephanie Perkins	Missouri	7	70.0%	.105	.176	78
190		Dawson Owens	Ohio	6	60.0%	.237	.191	77
191		Michael McPartland	United Kingdom	7	70.0%	.123	.090	77
192		Kevin Lei	Canada	7	70.0%	.107	.106	77
193		Owen Cooper	Alabama	7	70.0%	.108	.274	76
194		Ashwath Seetharaman	Texas	7	70.0%	.089	.283	76
195		Daniel Feitel	District of Columbia	6	60.0%	.215	.223	75
196		Daniel DeFelippis	Europe	7	70.0%	.067	.077	75
197		Matt Smania	Michigan	6	60.0%	.212	.138	74
198		George Atendido	Minnesota	6	60.0%	.204	.149	74
199		Siddharth Hariharan	Maryland	7	70.0%	.079	.089	74
200		Andrew Foerster	North Carolina	7	70.0%	.074	.154	74
201		Trevor Greissinger	Wisconsin	7	70.0%	.074	.077	74
202		Alex Paskevicius	Canada	7	70.0%	.048	.061	73
203		Sean Doyle	Texas	7	70.0%	.047	.264	73
204		Brock Stephenson	Canada	6	60.0%	.190	.152	72
205		Hidehiro Anto	California	7	70.0%	.034	.045	72
206		Stephen Morrison	Michigan	6	60.0%	.195	.175	71
207		Jenna Hull	California	6	60.0%	.183	.114	71
208		Anthony DiCarlo	California	6	60.0%	.169	.176	71
209		Kevin McCabe	Colorado	7	70.0%	.031	.049	71
210		Pranav Veluri	Indiana	6	60.0%	.179	.199	70
211		Darren Petrosino	New Jersey	6	60.0%	.170	.134	70
212		Quinn McGarry	Missouri	6	60.0%	.159	.258	70
213		Michael Kettler	Ohio	6	60.0%	.153	.277	70
214		Shauna McNally	Canada	6	60.0%	.152	.122	70
215		Alexander Bandukwala	Illinois	7	70.0%	.022	.026	70
216		Evan Knox	North Carolina	6	60.0%	.147	.152	69
217		Tristan Clarke	Arizona	6	60.0%	.142	.257	69
218		Kenneth Martin	Illinois	6	60.0%	.130	.229	69
219		Siddarth Kumar	Indiana	6	60.0%	.130	.127	68
220		Michael Joy	Michigan	6	60.0%	.126	.106	68
221		Douglas Wilham	Kentucky	6	60.0%	.121	.137	68
222		Eric Douglass	South Carolina	6	60.0%	.121	.215	67
223		David Edwards	Illinois	6	60.0%	.120	.165	67
224		Mitchell Rimerman	District of Columbia	5	50.0%	.270	.260	66
225		Bryan Householder	Ohio	6	60.0%	.122	.142	66
226		Losha Ndemeno-Tegomoh	Minnesota	6	60.0%	.118	.077	66
227		Justin Dusaj	Michigan	6	60.0%	.117	.140	66
228		Erik Nickels	California	6	60.0%	.115	.129	66
229		Josh Hill	Arkansas	6	60.0%	.111	.115	66
230		Joe Nutter	Georgia	6	60.0%	.110	.104	66
231		Sarah Whisenhunt	Virginia	6	60.0%	.109	.131	66
232		Mary Foley	Arizona	6	60.0%	.106	.250	66
233		Chuck Yu	Maryland	6	60.0%	.098	.151	65
234		Connor Teevens	Michigan	6	60.0%	.077	.179	64
235		David Snoddon	Canada	6	60.0%	.070	.110	64
236		Chris Hale	Virginia	6	60.0%	.077	.061	63
237		James Carberry	Louisiana	6	60.0%	.072	.068	63
238		Gwen Abrams	Nevada	6	60.0%	.071	.072	63
239		Tyler Berry	Canada	6	60.0%	.064	.137	62
240		Aaron Lichtig	Maryland	5	50.0%	.206	.152	61
241		Brian Morehouse	Connecticut	6	60.0%	.043	.111	61
242		Paul Campbell	California	5	50.0%	.189	.161	60
243		Andrey Goder	California	6	60.0%	.000	.088	60
244		Jackson Todd	Georgia	5	50.0%	.179	.173	59
245		Naveed Chowdhury	California	5	50.0%	.170	.149	59
246		Wesley Erpelding	Minnesota	5	50.0%	.157	.201	59
247		James E. Lasker	Texas	5	50.0%	.164	.116	57
248		Greg Garbee	Florida	5	50.0%	.130	.192	56
249		Daniel Galitsky	District of Columbia	5	50.0%	.130	.112	56
250		Nick Matchen	Illinois	5	50.0%	.127	.182	56
251		Andrew Fanko	United Kingdom	5	50.0%	.112	.113	56
252		Jessica Chellino	Florida	5	50.0%	.125	.062	55
253		Abel Gilsing	Europe	5	50.0%	.081	.083	53
254		Jason Laabs	Minnesota	5	50.0%	.080	.251	53
255		Zane Placie	Georgia	5	50.0%	.075	.068	52
256		Katie Bauermeister	California	5	50.0%	.058	.100	52
257		Lars Melton	Virginia	4	40.0%	.231	.263	49
258		Emily Fletcher	Texas	4	40.0%	.205	.208	48
259		Danielle Long	Illinois	4	40.0%	.164	.129	48
260		Ewan Munro	Australia & Oceania	4	40.0%	.165	.225	47
261		Ryan Rosenberg	California	4	40.0%	.156	.215	46
262		Natalie Schermer	Washington	4	40.0%	.060	.142	42
263		Victor Pavao	Massachusetts	3	30.0%	.317	.253	41
264		Padraig Finan	Washington	4	40.0%	.057	.051	41
265		Sheldon Wong	Illinois	4	40.0%	.056	.149	41
266		Guan Tong Tay	Asia	4	40.0%	.052	.265	41
267		Andrew Almas	Canada	4	40.0%	.027	.112	41
268		Bhaskar Moorthy	Louisiana	3	30.0%	.129	.111	34
269		Susan Corbus	Illinois	3	30.0%	.123	.099	34
270		Parth Jagtap	Canada	3	30.0%	.069	.246	32
271		Kyle Morehouse	Connecticut	0	0.0%	-1.000	-1.000	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.