2023 Popular Culture Week 47

Standings

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#	Player	Region	# Correct	% Correct	Average Correct Celerity	Std. Dev. Celerity	Score
1	Mike Malloy	Wisconsin	10	100.0%	.399	.308	148
2	Ryan Milowicki	Connecticut	10	100.0%	.392	.215	146
3	Charlie Fritz	Illinois	10	100.0%	.367	.162	143
4	Paolo Pasco	California	10	100.0%	.353	.096	141
5	Drew Scheeler	Ohio	10	100.0%	.350	.178	140
6	Andy Kravis	New York	10	100.0%	.325	.209	138
7	Daniel Chung	California	10	100.0%	.320	.210	138
8	Chris Miller	Kentucky	9	90.0%	.432	.221	137
9	Tucker Warner	New York	10	100.0%	.317	.140	136
10	Jack Brounstein	Texas	10	100.0%	.316	.270	136
11	Mark McDonald	Illinois	10	100.0%	.310	.206	135
12	Aiden Benshimol	Massachusetts	10	100.0%	.309	.270	135
13	Kenji Shimizu	Michigan	10	100.0%	.308	.206	135
14	Alex Schmidt	Pennsylvania	10	100.0%	.306	.239	135
15	Rahul Rao-Pothuraju	New York	10	100.0%	.298	.212	135
16	Jessica Fleischer	Illinois	10	100.0%	.291	.168	134
17	Greg Peterson	Illinois	9	90.0%	.386	.187	132
18	John Presloid	Ohio	10	100.0%	.274	.155	132
19	Christian Wilson	New York	10	100.0%	.274	.233	132
20	Derek Martz	Illinois	9	90.0%	.393	.245	131
21	Tomás Aguilar-Fraga	California	9	90.0%	.378	.088	131
22	Matthew LaMagna	Virginia	10	100.0%	.275	.263	131
23	Sofia Pralle	Washington	10	100.0%	.273	.118	131
24	Jason Sterlacci	New Jersey	10	100.0%	.277	.183	130
25	Lauren Manton	Ohio	10	100.0%	.277	.160	130
26	Sean Calhoun	Iowa	10	100.0%	.261	.163	130
27	Michael Patison	Texas	10	100.0%	.259	.281	130
28	Jack Rousseau	California	10	100.0%	.255	.251	130
29	Harley Andrew	Wisconsin	9	90.0%	.373	.208	129
30	Jack Wolverton	Missouri	9	90.0%	.358	.125	128
31	Daniel Ogburn	Virginia	9	90.0%	.353	.188	127
32	Jason Hess	Texas	9	90.0%	.349	.176	127
33	Naveed Chowdhury	California	9	90.0%	.348	.289	127
34	Mazin Omer	Massachusetts	9	90.0%	.345	.223	127
35	Myron Meyer	South Dakota	9	90.0%	.345	.297	127
36	Evan Nagler	New York	10	100.0%	.254	.152	127
37	Spencer Thrope	Middle East	10	100.0%	.242	.239	127
38	Amy Whitelaw	Virginia	10	100.0%	.239	.248	127
39	Nate Muckley	Illinois	10	100.0%	.235	.305	127
40	Tracey Hickman	Oklahoma	9	90.0%	.346	.263	126
41	Adam Escandell	Texas	9	90.0%	.344	.268	126
42	Jonathan Pinyan	New Jersey	8	80.0%	.472	.273	125
43	Clifford Galiher	California	9	90.0%	.341	.290	125
44	Erik Eide	Canada	9	90.0%	.332	.194	125
45	Bobb X. Ha	Texas	9	90.0%	.329	.170	124
46	Matthew Askins	Arizona	9	90.0%	.310	.193	124
47	Benjamin Kitchen	Colorado	9	90.0%	.317	.130	123
48	Lawrence Simon	New York	9	90.0%	.316	.209	123
49	Paul Campbell	California	10	100.0%	.224	.248	123
50	Tim Crockett	Washington	10	100.0%	.213	.253	123
51	Andrew Dupont	California	10	100.0%	.212	.198	123
52	Aaron Dos Remedios	Canada	10	100.0%	.209	.169	123
53	James Dowd	Hawaii	9	90.0%	.312	.153	122
54	Henry Blyth	Ohio	10	100.0%	.216	.157	122
55	Matthew Marcotte	California	9	90.0%	.309	.256	121
56	Jason Serrano	New York	9	90.0%	.306	.229	121
57	Brian Lipinski	District of Columbia	9	90.0%	.299	.252	121
58	Scott Aefsky	Massachusetts	9	90.0%	.287	.214	121
59	Alex Dzurick	Missouri	10	100.0%	.204	.152	121
60	Elisabeth Evan	Ohio	10	100.0%	.195	.176	121
61	Carlos Hernandez Fisher	Canada	8	80.0%	.417	.269	119
62	Steven Brown	Virginia	9	90.0%	.281	.162	119
63	Andy Brown	Illinois	9	90.0%	.275	.113	119
64	Jeff Frank	Indiana	9	90.0%	.273	.255	119
65	Nate Kane	Arizona	9	90.0%	.278	.261	118
66	David Kiang	Illinois	9	90.0%	.277	.271	118
67	Dan Puma	Illinois	9	90.0%	.277	.188	118
68	Anthony Peek	Louisiana	9	90.0%	.275	.168	118
69	Jack Van Nostrand	Canada	9	90.0%	.270	.246	118
70	Randall Eng	New York	9	90.0%	.263	.320	117
71	John Lance	Colorado	10	100.0%	.166	.153	117
72	Kendall Plapp	New York	9	90.0%	.265	.155	116
73	Alec Chao	District of Columbia	9	90.0%	.264	.134	116
74	Dillon Edwards	Wisconsin	9	90.0%	.257	.175	116
75	Lee Henry	Alabama	9	90.0%	.248	.283	116
76	Andrew Medlin	Louisiana	10	100.0%	.159	.174	116
77	Erik Nickels	California	9	90.0%	.261	.183	115
78	Michael Coates	Idaho	9	90.0%	.255	.244	115
79	Jenna Hull	California	9	90.0%	.249	.138	115
80	Will Johnson	Virginia	9	90.0%	.246	.156	115
81	Finn Bender	Wisconsin	9	90.0%	.245	.194	115
82	Sam Davis	Texas	9	90.0%	.244	.163	115
83	Jordan Brownstein	Virginia	9	90.0%	.243	.218	115
84	Mike Myers	California	8	80.0%	.375	.282	114
85	Daniel Feitel	District of Columbia	8	80.0%	.357	.204	114
86	Will Swygart	United Kingdom	9	90.0%	.256	.194	114
87	Christine Irwin	Canada	9	90.0%	.236	.144	114
88	Jason Palmer	Ohio	9	90.0%	.230	.215	114
89	Christopher Parsons	Washington	10	100.0%	.140	.137	114
90	Scott Latchem	California	9	90.0%	.233	.266	113
91	Harry White	Virginia	9	90.0%	.231	.296	113
92	Kane Keller	Louisiana	9	90.0%	.218	.233	113
93	William Travis	Texas	8	80.0%	.363	.197	112
94	Joseph Langas	Texas	9	90.0%	.230	.165	112
95	Michael Olson	Minnesota	9	90.0%	.224	.253	112
96	Ozzie Fallick	California	9	90.0%	.216	.181	112
97	Omar Sajjad	California	8	80.0%	.328	.280	111
98	Ali Filipowicz	Virginia	9	90.0%	.222	.145	111
99	Jesse Tow	Illinois	9	90.0%	.221	.205	111
100	Stan Jastrzebski	Indiana	9	90.0%	.216	.166	111
101	Sarah Whisenhunt	Virginia	9	90.0%	.214	.117	111
102	Erik Christensen	Canada	8	80.0%	.329	.248	110
103	McKinnie Lee Sizemore	Florida	9	90.0%	.210	.205	110
104	Chris Becker	Maryland	9	90.0%	.190	.246	110
105	Chris Ottolino	Missouri	8	80.0%	.328	.291	109
106	Stephen Liu	California	8	80.0%	.312	.282	109
107	Brynn Jones	Alabama	9	90.0%	.196	.115	109
108	William Neiswanger	Washington	10	100.0%	.107	.110	109
109	John Kocsis	Virginia	9	90.0%	.199	.215	108
110	Adam Sapa	Canada	9	90.0%	.193	.150	108
111	Daniel DeFelippis	Europe	9	90.0%	.175	.193	108
112	Lynn Yu	California	8	80.0%	.282	.223	107
113	Anthony DiCarlo	California	9	90.0%	.167	.230	107
114	Nora Denning	Ohio	8	80.0%	.275	.289	106
115	Frank Grabowski	Pennsylvania	9	90.0%	.172	.160	106
116	Tom Minard	Canada	9	90.0%	.166	.134	106
117	Darren Petrosino	New Jersey	9	90.0%	.161	.178	106
118	John Riss	Illinois	9	90.0%	.160	.237	106
119	Michael McPartland	United Kingdom	9	90.0%	.153	.187	106
120	Parth Jagtap	Canada	7	70.0%	.428	.224	105
121	Jared Cubilla	Canada	8	80.0%	.285	.166	105
122	Liam Buck	Minnesota	8	80.0%	.275	.209	105
123	Daniel Jude	California	8	80.0%	.271	.181	105
124	Max Smiley	California	9	90.0%	.168	.223	105
125	Tommy Segi	Ohio	10	100.0%	.066	.068	105
126	Alex Paskevicius	Canada	10	100.0%	.061	.103	105
127	Deleena Simon	Michigan	8	80.0%	.258	.177	104
128	Kyle Kahan	California	8	80.0%	.254	.231	104
129	Zoe Kaperonis	New York	9	90.0%	.148	.176	104
130	Devon Edwards	New York	7	70.0%	.399	.240	103
131	Ned Tagtmeier	Illinois	7	70.0%	.387	.181	103
132	Jill Heink	Kentucky	8	80.0%	.258	.297	103
133	Garrison Page	Kentucky	8	80.0%	.252	.214	103
134	Gail Celio	Minnesota	8	80.0%	.251	.263	103
135	Kevin Lei	Canada	8	80.0%	.247	.177	103
136	Michael Bentley	Washington	8	80.0%	.239	.231	103
137	Kevin McCabe	Colorado	9	90.0%	.135	.181	103
138	Theo Howe	United Kingdom	8	80.0%	.250	.164	102
139	Michael Turner	South Carolina	9	90.0%	.139	.176	102
140	Stephanie Perkins	Missouri	9	90.0%	.117	.133	102
141	Matt Smania	Michigan	8	80.0%	.252	.215	101
142	Trevor Greissinger	Wisconsin	8	80.0%	.246	.244	101
143	Deb Wells	Pennsylvania	8	80.0%	.246	.227	101
144	Andy Rossitch	Georgia	8	80.0%	.236	.229	101
145	Radu Popescu	Canada	8	80.0%	.223	.204	101
146	Tyler Berry	Canada	9	90.0%	.117	.113	101
147	Robert Kilner	Ohio	9	90.0%	.114	.152	101
148	Ashwath Seetharaman	Texas	8	80.0%	.219	.147	100
149	Tristan Clarke	Arizona	8	80.0%	.217	.236	100
150	Kent Buxton	Maryland	8	80.0%	.217	.171	100
151	John Petrovich	Indiana	8	80.0%	.212	.210	100
152	Chris Hale	Virginia	9	90.0%	.126	.102	100
153	Michael Kettler	Ohio	9	90.0%	.100	.201	100
154	Henry Cafaro	Illinois	7	70.0%	.341	.328	99
155	Christopher Vuong	Louisiana	9	90.0%	.119	.105	99
156	Ramapriya Rangaraju	Kentucky	7	70.0%	.338	.145	98
157	Stephen Morrison	Michigan	7	70.0%	.336	.182	98
158	Jimmy Dunn	Michigan	7	70.0%	.336	.260	98
159	Brad Williams	Wisconsin	7	70.0%	.334	.306	98
160	Matthew Marcus	Oregon	8	80.0%	.218	.181	98
161	Chris Abrams	Nevada	8	80.0%	.213	.160	98
162	Lars Melton	Virginia	8	80.0%	.207	.155	98
163	Dibyo Haldar	Asia	8	80.0%	.191	.185	98
164	Julian Saddy	Canada	9	90.0%	.108	.084	98
165	Ben Smith	Canada	9	90.0%	.098	.134	98
166	James Carberry	Louisiana	9	90.0%	.092	.097	98
167	Mitchell Rimerman	District of Columbia	7	70.0%	.333	.234	97
168	James Washick	South Carolina	7	70.0%	.330	.294	97
169	Benjamin Livingston	Minnesota	7	70.0%	.328	.294	97
170	Steve Bahnaman	North Carolina	8	80.0%	.199	.158	97
171	Michael Arjona	Georgia	8	80.0%	.199	.152	97
172	Chauncey Lo	California	9	90.0%	.108	.080	97
173	Natalie Schermer	Washington	9	90.0%	.080	.086	97
174	Sarah Benner	Ohio	8	80.0%	.202	.139	96
175	Reesa Wiggins	Wisconsin	9	90.0%	.076	.084	96
176	Mick Reinhard	Pennsylvania	7	70.0%	.317	.280	95
177	Jacob O'Rourke	Missouri	8	80.0%	.185	.187	95
178	Darrell Johnson	Arizona	8	80.0%	.176	.158	95
179	Thomas Credeur	Louisiana	8	80.0%	.175	.237	95
180	JinAh Kim	Virginia	8	80.0%	.167	.155	95
181	Kai Tang	Illinois	7	70.0%	.312	.304	94
182	Kari Race	Wisconsin	7	70.0%	.300	.199	94
183	Nick Matchen	Illinois	8	80.0%	.167	.117	94
184	Matt Rossitch	Georgia	9	90.0%	.061	.072	94
185	Arlo Lyle	Arkansas	7	70.0%	.304	.289	93
186	Owen Cooper	Alabama	7	70.0%	.280	.369	93
187	Shao-Yun Guo	Illinois	8	80.0%	.160	.253	93
188	Spencer Brown	Virginia	8	80.0%	.154	.122	93
189	Danielle Long	Illinois	7	70.0%	.287	.164	92
190	Matt Coleman	Washington	8	80.0%	.140	.173	92
191	Delano Barnes	Texas	7	70.0%	.250	.262	91
192	Joe Nutter	Georgia	8	80.0%	.142	.116	91
193	Talia Fan	Canada	7	70.0%	.252	.144	90
194	Jackson Todd	Georgia	7	70.0%	.250	.209	90
195	Michael Shang	Maryland	8	80.0%	.126	.109	90
196	Jenn Tulo	Virginia	8	80.0%	.118	.138	90
197	Shauna McNally	Canada	8	80.0%	.116	.248	90
198	Cameron Williams	North Carolina	8	80.0%	.106	.155	90
199	Craig Moysey	Canada	6	60.0%	.420	.234	89
200	Ryan Luptak	Illinois	7	70.0%	.251	.236	89
201	Jonathan Hunter	Florida	7	70.0%	.247	.264	89
202	Raul Passement	Texas	7	70.0%	.242	.247	89
203	Samuel McCoy	Pennsylvania	7	70.0%	.226	.255	89
204	Evan Knox	North Carolina	8	80.0%	.128	.106	89
205	Andrey Goder	California	8	80.0%	.101	.146	89
206	Matthew Grieco	New York	7	70.0%	.218	.244	88
207	Kelly Rabin	Washington	7	70.0%	.212	.145	88
208	Brian Hamilton	Oregon	8	80.0%	.135	.097	88
209	Ryan Hemmel	California	8	80.0%	.122	.105	88
210	Andrew Foerster	North Carolina	8	80.0%	.109	.138	88
211	Stacy Bridgette	West Virginia	8	80.0%	.091	.152	88
212	James Denning	Ohio	7	70.0%	.209	.214	87
213	Jeremy Tsai	New Jersey	7	70.0%	.208	.151	87
214	Alexander Bandukwala	Illinois	8	80.0%	.085	.119	87
215	Jason Lai	New York	8	80.0%	.081	.158	87
216	Wesley Erpelding	Minnesota	7	70.0%	.225	.242	86
217	Akosua Asante	Canada	7	70.0%	.211	.129	86
218	George Atendido	Minnesota	7	70.0%	.198	.250	86
219	Chuck Yu	Maryland	7	70.0%	.207	.145	85
220	Ewan Munro	Australia & Oceania	7	70.0%	.188	.190	85
221	Josh Hill	Arkansas	8	80.0%	.083	.084	85
222	Stephen Ours	Virginia	7	70.0%	.200	.172	84
223	Ben Dillon	Indiana	7	70.0%	.175	.231	84
224	Brian Morehouse	Connecticut	7	70.0%	.167	.278	84
225	Kenny Peskin	Virginia	6	60.0%	.328	.322	83
226	David Edwards	Illinois	7	70.0%	.184	.152	83
227	Avery Strangstalien	Wisconsin	7	70.0%	.176	.159	83
228	Jack Garrison	Ohio	7	70.0%	.176	.121	83
229	Dawson Owens	Ohio	7	70.0%	.165	.162	83
230	Sarah Baxendell	Virginia	7	70.0%	.165	.226	83
231	Liz Fujita	Michigan	8	80.0%	.037	.130	83
232	Gerry Tansey	Missouri	6	60.0%	.324	.308	82
233	Nicholas Harrison	Canada	7	70.0%	.170	.136	82
234	Michael Joy	Michigan	7	70.0%	.148	.215	82
235	Siddharth Hariharan	Maryland	7	70.0%	.161	.107	81
236	Simon Sweeney	Pennsylvania	6	60.0%	.302	.196	80
237	Elizabeth Chang	Washington	6	60.0%	.294	.256	80
238	Cody Donahue	Mississippi	7	70.0%	.170	.213	80
239	Gwen Abrams	Nevada	7	70.0%	.151	.144	80
240	Quinn McGarry	Missouri	7	70.0%	.150	.132	80
241	Carson Blaney	Illinois	7	70.0%	.144	.195	80
242	Brock Stephenson	Canada	7	70.0%	.137	.223	79
243	Ben Tuxhorn	Illinois	7	70.0%	.135	.139	79
244	Losha Ndemeno-Tegomoh	Minnesota	7	70.0%	.117	.075	79
245	Mary Foley	Arizona	7	70.0%	.115	.091	79
246	Will Howells	United Kingdom	6	60.0%	.266	.182	78
247	Sinecio Morales	Maryland	7	70.0%	.130	.229	78
248	Jason Laabs	Minnesota	7	70.0%	.124	.236	78
249	David Cruickshank	United Kingdom	6	60.0%	.267	.166	77
250	James E. Lasker	Texas	7	70.0%	.122	.135	77
251	Joey Goldman	United Kingdom	6	60.0%	.246	.201	76
252	Connor Teevens	Michigan	6	60.0%	.240	.153	75
253	Greg Garbee	Florida	6	60.0%	.231	.192	75
254	Steve Charnick	New Jersey	7	70.0%	.088	.135	75
255	Jonathan Hugendubler	Maryland	7	70.0%	.087	.081	74
256	Joshua Levit	Massachusetts	7	70.0%	.087	.123	74
257	Emily Fletcher	Texas	5	50.0%	.390	.215	73
258	Danny Lardner	United Kingdom	6	60.0%	.208	.162	73
259	Bryan Householder	Ohio	7	70.0%	.059	.073	73
260	Molly Risley	Tennessee	7	70.0%	.049	.092	73
261	Nora Elder	Illinois	7	70.0%	.048	.092	73
262	Shannon Jamison	Virginia	6	60.0%	.198	.167	72
263	Aaron Lichtig	Maryland	6	60.0%	.187	.212	72
264	Louis Johnson	Alabama	6	60.0%	.159	.247	71
265	Paul Villaluz	Nevada	7	70.0%	.040	.212	70
266	Nathan Hamer	United Kingdom	6	60.0%	.143	.152	69
267	Andrew Fisher	United Kingdom	6	60.0%	.146	.182	68
268	Andrew Almas	Canada	6	60.0%	.108	.126	67
269	Christopher Harris	Texas	6	60.0%	.122	.102	66
270	Sheldon Wong	Illinois	6	60.0%	.102	.125	66
271	Zane Placie	Georgia	6	60.0%	.095	.105	65
272	Daniel White	Washington	5	50.0%	.254	.222	64
273	Valerie Ogonor	Georgia	6	60.0%	.080	.073	64
274	Arjun Sivakumar	California	5	50.0%	.235	.196	63
275	Victor Pavao	Massachusetts	5	50.0%	.228	.209	62
276	Rebecca May	Alabama	6	60.0%	.000	.000	60
277	Eric Douglass	South Carolina	4	40.0%	.356	.351	56
278	Andrew Fanko	United Kingdom	5	50.0%	.130	.087	56
279	Tony Chen	Canada	5	50.0%	.111	.136	55
280	Abel Gilsing	Europe	5	50.0%	.092	.062	54
281	Curtis Roselle	Illinois	5	50.0%	.084	.080	52
282	Ben Stalets	Illinois	5	50.0%	.055	.071	52
283	Peter Donarum	Maryland	5	50.0%	.037	.058	52
284	David Snoddon	Canada	4	40.0%	.222	.221	50
285	Holden Nichols	Illinois	5	50.0%	.026	.028	50
286	Max Perrin	Illinois	4	40.0%	.167	.200	48
287	Dan Ni	New York	4	40.0%	.081	.267	43
288	Owen McCoy	Illinois	3	30.0%	.264	.276	40
289	Luke Gribbins	Illinois	3	30.0%	.084	.146	31
290	Susan Corbus	Illinois	3	30.0%	.042	.042	31
291	Guan Tong Tay	Asia	0	0.0%	-1.000	.008	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.

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