2023 Popular Culture Week 26

Standings

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#	Player	Region	# Correct	% Correct	Average Correct Celerity	Std. Dev. Celerity	Score
1	Scott Latchem	California	10	100.0%	.418	.242	149
2	Drew Scheeler	Ohio	10	100.0%	.405	.248	148
3	Andy Kravis	New York	10	100.0%	.373	.212	144
4	Jason Serrano	New York	10	100.0%	.353	.158	142
5	Christine Irwin	Canada	10	100.0%	.332	.229	141
6	Matthew Marcotte	California	10	100.0%	.352	.145	140
7	Dan Puma	Illinois	10	100.0%	.350	.190	140
8	Jack Brounstein	Texas	10	100.0%	.334	.203	139
9	McKinnie Lee Sizemore	Florida	10	100.0%	.325	.225	139
10	Kyle Kahan	California	10	100.0%	.336	.147	138
11	Craig Moysey	Canada	10	100.0%	.335	.211	138
12	Jack Rousseau	California	10	100.0%	.334	.169	137
13	Nate Kane	Arizona	10	100.0%	.292	.198	134
14	Benjamin Kitchen	Colorado	9	90.0%	.405	.207	133
15	Ramapriya Rangaraju	Kentucky	10	100.0%	.292	.149	133
16	Myron Meyer	South Dakota	10	100.0%	.275	.213	133
17	Lauren Manton	Ohio	9	90.0%	.395	.226	132
18	Alex Schmidt	Pennsylvania	10	100.0%	.290	.132	132
19	Jason Sterlacci	New Jersey	9	90.0%	.395	.147	131
20	Devon Edwards	New York	10	100.0%	.274	.180	131
21	Jeff Frank	Indiana	9	90.0%	.384	.193	130
22	Will Swygart	United Kingdom	10	100.0%	.251	.287	130
23	Derek Martz	Illinois	9	90.0%	.382	.160	129
24	Seoan Webb	United Kingdom	9	90.0%	.376	.286	129
25	James Washick	South Carolina	10	100.0%	.269	.212	129
26	Daniel Chung	California	10	100.0%	.258	.220	129
27	Michael Turner	South Carolina	10	100.0%	.258	.217	129
28	Steven Brown	Virginia	9	90.0%	.355	.166	128
29	Jason Hess	Texas	9	90.0%	.360	.230	127
30	Ryan Milowicki	Connecticut	9	90.0%	.354	.218	127
31	Daniel Feitel	District of Columbia	9	90.0%	.354	.275	127
32	Harley Andrew	Wisconsin	9	90.0%	.353	.259	127
33	Dan Passner	New Jersey	9	90.0%	.336	.211	127
34	Andy Brown	Illinois	10	100.0%	.228	.167	126
35	Erik Nickels	California	9	90.0%	.349	.251	125
36	Steve Bahnaman	North Carolina	9	90.0%	.333	.208	125
37	Ali Filipowicz	Virginia	9	90.0%	.329	.283	125
38	Evan Nagler	New York	10	100.0%	.229	.152	125
39	Aaron Dos Remedios	Canada	10	100.0%	.217	.243	124
40	Candy Murphy	Virginia	10	100.0%	.217	.132	124
41	Adam Escandell	Texas	10	100.0%	.210	.195	124
42	Paolo Pasco	California	9	90.0%	.322	.260	123
43	Adam Sapa	Canada	9	90.0%	.307	.277	123
44	John Presloid	Ohio	9	90.0%	.310	.234	122
45	Michael McPartland	United Kingdom	10	100.0%	.192	.236	122
46	Stephen Liu	California	9	90.0%	.291	.178	121
47	David Kiang	Illinois	9	90.0%	.275	.235	121
48	Harry White	Virginia	10	100.0%	.195	.154	121
49	Eric Douglass	South Carolina	9	90.0%	.295	.236	120
50	Elisabeth Evan	Ohio	9	90.0%	.286	.205	120
51	Brian Hamilton	Oregon	9	90.0%	.294	.165	119
52	Darrell Johnson	Arizona	9	90.0%	.294	.187	119
53	Jack Van Nostrand	Canada	9	90.0%	.290	.253	119
54	Justin Dusaj	Michigan	9	90.0%	.287	.201	119
55	Andrew Dupont	California	9	90.0%	.278	.220	119
56	James Dowd	Hawaii	8	80.0%	.421	.261	118
57	John Kocsis	Virginia	9	90.0%	.282	.166	118
58	Omar Sajjad	California	9	90.0%	.272	.153	118
59	Finn Bender	Wisconsin	9	90.0%	.261	.249	118
60	Jonathan Pinyan	New Jersey	9	90.0%	.258	.261	118
61	Chris Miller	Kentucky	9	90.0%	.272	.220	117
62	Greg Garbee	Florida	9	90.0%	.271	.114	117
63	Gerry Tansey	Missouri	9	90.0%	.264	.193	117
64	Chris Abrams	Nevada	9	90.0%	.259	.160	117
65	Brian Lipinski	District of Columbia	9	90.0%	.269	.140	116
66	Chris Ottolino	Missouri	9	90.0%	.257	.147	116
67	Simon Sweeney	Pennsylvania	9	90.0%	.245	.174	115
68	Owen Cooper	Alabama	9	90.0%	.244	.256	115
69	Chris Becker	Maryland	9	90.0%	.239	.233	115
70	Kaberi Chakrabarty	Illinois	10	100.0%	.152	.114	115
71	Jason Palmer	Ohio	9	90.0%	.237	.170	114
72	Matthew Grieco	New York	9	90.0%	.231	.214	114
73	Julian Saddy	Canada	8	80.0%	.355	.284	113
74	Daniel White	Washington	9	90.0%	.237	.184	113
75	Kendall Plapp	New York	9	90.0%	.236	.211	113
76	Erik Christensen	Canada	9	90.0%	.229	.231	113
77	Tomás Aguilar-Fraga	California	8	80.0%	.345	.212	112
78	Patrick Carthy	Europe	8	80.0%	.334	.262	112
79	Oliver Forrest	United Kingdom	8	80.0%	.330	.297	112
80	Kane Keller	Louisiana	9	90.0%	.246	.194	112
81	Michael Patison	Texas	9	90.0%	.228	.218	112
82	Sam Davis	Texas	9	90.0%	.223	.182	112
83	Robert Kilner	Ohio	9	90.0%	.217	.218	112
84	Max Smiley	California	9	90.0%	.217	.212	112
85	Mick Reinhard	Pennsylvania	9	90.0%	.216	.157	112
86	Christopher Parsons	Washington	9	90.0%	.212	.207	112
87	Scott Aefsky	Massachusetts	9	90.0%	.211	.162	112
88	Matthew LaMagna	Virginia	8	80.0%	.337	.222	111
89	Jared Cubilla	Canada	8	80.0%	.336	.169	111
90	Clifford Galiher	California	9	90.0%	.221	.111	111
91	Jonathan Hugendubler	Maryland	9	90.0%	.217	.227	111
92	James Carberry	Louisiana	9	90.0%	.217	.171	111
93	Tim Crockett	Washington	9	90.0%	.216	.153	111
94	Lawrence Simon	New York	9	90.0%	.206	.185	111
95	Gail Celio	Minnesota	9	90.0%	.199	.177	111
96	Michael Coates	Idaho	9	90.0%	.199	.211	111
97	Stephen Morrison	Michigan	7	70.0%	.467	.199	110
98	Tom Minard	Canada	8	80.0%	.333	.222	110
99	Charlie Fritz	Illinois	8	80.0%	.329	.212	110
100	Mike Malloy	Wisconsin	8	80.0%	.325	.232	110
101	Jack Wolverton	Missouri	9	90.0%	.207	.172	110
102	Jesse Tow	Illinois	9	90.0%	.205	.182	110
103	Naveed Chowdhury	California	9	90.0%	.204	.270	110
104	Elizabeth Chang	Washington	9	90.0%	.200	.198	110
105	George Atendido	Minnesota	9	90.0%	.199	.176	110
106	Deleena Simon	Michigan	9	90.0%	.194	.192	109
107	Shannon Jamison	Virginia	9	90.0%	.194	.182	109
108	Dillon Edwards	Wisconsin	9	90.0%	.197	.180	108
109	Henry Blyth	Ohio	9	90.0%	.193	.169	108
110	Sarah Whisenhunt	Virginia	9	90.0%	.183	.122	108
111	Ewan Munro	Australia & Oceania	9	90.0%	.182	.227	108
112	Brian Morehouse	Connecticut	9	90.0%	.175	.225	108
113	Tyler Berry	Canada	8	80.0%	.308	.157	107
114	Carlos Hernandez Fisher	Canada	8	80.0%	.299	.219	107
115	Alex Dzurick	Missouri	8	80.0%	.292	.214	107
116	Chauncey Lo	California	8	80.0%	.288	.216	107
117	Michael Olson	Minnesota	8	80.0%	.287	.210	107
118	Aiden Benshimol	Massachusetts	9	90.0%	.179	.124	107
119	Kevin McCabe	Colorado	9	90.0%	.166	.158	107
120	Ned Tagtmeier	Illinois	7	70.0%	.432	.234	106
121	Joey Goldman	United Kingdom	8	80.0%	.292	.297	106
122	Tucker Warner	New York	8	80.0%	.276	.208	106
123	Deb Wells	Pennsylvania	9	90.0%	.166	.118	106
124	Dibyo Haldar	Asia	10	100.0%	.065	.124	106
125	Ryan Luptak	Illinois	8	80.0%	.279	.235	105
126	Rahul Rao-Pothuraju	New York	8	80.0%	.276	.163	105
127	Brad Williams	Wisconsin	8	80.0%	.276	.243	105
128	Akosua Asante	Canada	8	80.0%	.276	.219	105
129	Will Howells	United Kingdom	8	80.0%	.273	.261	105
130	Cody Donahue	Mississippi	8	80.0%	.266	.245	105
131	Matthew Askins	Arizona	8	80.0%	.266	.185	105
132	Alec Chao	District of Columbia	9	90.0%	.152	.196	105
133	Thomas Credeur	Louisiana	9	90.0%	.149	.181	105
134	Ryan Hemmel	California	8	80.0%	.268	.165	104
135	William Travis	Texas	8	80.0%	.262	.170	104
136	Alex Paskevicius	Canada	9	90.0%	.161	.143	104
137	Mike Myers	California	8	80.0%	.260	.172	103
138	Daniel Jude	California	8	80.0%	.260	.191	103
139	Siddharth Hariharan	Maryland	8	80.0%	.244	.258	103
140	Rikiya Cheaves	Florida	8	80.0%	.251	.185	102
141	James Kang	California	8	80.0%	.249	.226	102
142	Anthony Peek	Louisiana	8	80.0%	.237	.233	102
143	Jimmy Dunn	Michigan	8	80.0%	.236	.223	102
144	Mitchell Rimerman	District of Columbia	8	80.0%	.240	.234	101
145	Kenny Peskin	Virginia	8	80.0%	.225	.255	101
146	Jenna Hull	California	8	80.0%	.223	.224	101
147	Lars Melton	Virginia	8	80.0%	.216	.182	101
148	James Denning	Ohio	9	90.0%	.121	.140	101
149	Spencer Brown	Virginia	7	70.0%	.350	.200	100
150	Josh Walker	Ohio	8	80.0%	.246	.121	100
151	Delano Barnes	Texas	9	90.0%	.117	.111	100
152	Ryan Manton	Ohio	8	80.0%	.227	.205	99
153	Stephanie Perkins	Missouri	8	80.0%	.217	.136	99
154	David Cruickshank	United Kingdom	8	80.0%	.210	.266	99
155	Nick Matchen	Illinois	8	80.0%	.205	.168	99
156	Ashwath Seetharaman	Texas	8	80.0%	.198	.225	99
157	Edward Sanfrey	Ohio	9	90.0%	.115	.110	99
158	Sean Calhoun	Iowa	7	70.0%	.356	.236	98
159	Erik Eide	Canada	8	80.0%	.221	.182	98
160	Dawson Owens	Ohio	8	80.0%	.217	.179	98
161	Kari Race	Wisconsin	8	80.0%	.209	.149	98
162	Nate Muckley	Illinois	8	80.0%	.204	.162	98
163	Spencer Thrope	Middle East	8	80.0%	.204	.197	98
164	Gwen Abrams	Nevada	8	80.0%	.200	.144	98
165	Andrew Almas	Canada	8	80.0%	.197	.204	98
166	Greg Peterson	Illinois	7	70.0%	.339	.203	97
167	Scott Oberstaedt	Virginia	8	80.0%	.203	.231	97
168	Paul Campbell	California	8	80.0%	.199	.138	97
169	William Neiswanger	Washington	8	80.0%	.194	.144	97
170	Jessica Fleischer	Illinois	8	80.0%	.188	.207	97
171	Randall Eng	New York	7	70.0%	.318	.249	96
172	Jenn Tulo	Virginia	8	80.0%	.184	.199	96
173	Joshua Levit	Massachusetts	7	70.0%	.312	.243	95
174	Andrew Foerster	North Carolina	8	80.0%	.178	.222	95
175	Lynn Yu	California	7	70.0%	.289	.226	94
176	Tommy Segi	Ohio	8	80.0%	.168	.238	94
177	Daniel DeFelippis	Europe	8	80.0%	.141	.214	94
178	Brynn Jones	Alabama	6	60.0%	.469	.271	93
179	Andrew Fisher	United Kingdom	7	70.0%	.288	.216	93
180	John Riss	Illinois	8	80.0%	.147	.161	93
181	Matt Coleman	Washington	7	70.0%	.278	.208	92
182	Danny Lardner	United Kingdom	7	70.0%	.277	.310	92
183	Victor Pavao	Massachusetts	7	70.0%	.272	.229	92
184	Kenji Shimizu	Michigan	7	70.0%	.271	.182	92
185	Nathan Hamer	United Kingdom	7	70.0%	.257	.271	92
186	Andrew Medlin	Louisiana	8	80.0%	.148	.194	92
187	Jason Lai	New York	9	90.0%	.025	.076	92
188	Bobb X. Ha	Texas	6	60.0%	.450	.175	91
189	Tristan Clarke	Arizona	7	70.0%	.264	.206	91
190	Amy Whitelaw	Virginia	7	70.0%	.259	.231	90
191	Sean Doyle	Texas	7	70.0%	.252	.202	90
192	Darren Petrosino	New Jersey	7	70.0%	.249	.192	90
193	Joe Nutter	Georgia	8	80.0%	.122	.129	90
194	David Edwards	Illinois	8	80.0%	.116	.150	89
195	Shauna McNally	Canada	8	80.0%	.112	.139	89
196	Andrey Goder	California	8	80.0%	.103	.139	89
197	Jacob O'Rourke	Missouri	7	70.0%	.227	.218	88
198	Stan Jastrzebski	Indiana	7	70.0%	.224	.190	88
199	Ben Smith	Canada	8	80.0%	.109	.145	88
200	Mary Foley	Arizona	8	80.0%	.085	.124	88
201	Theo Howe	United Kingdom	6	60.0%	.367	.288	87
202	Andrew Fanko	United Kingdom	7	70.0%	.215	.258	87
203	Will Johnson	Virginia	7	70.0%	.208	.212	87
204	Michael Kettler	Ohio	7	70.0%	.208	.211	87
205	Daniel Galitsky	District of Columbia	8	80.0%	.093	.123	87
206	Parth Jagtap	Canada	6	60.0%	.350	.212	86
207	Kai Tang	Illinois	7	70.0%	.222	.180	86
208	Pranav Veluri	Indiana	7	70.0%	.215	.174	86
209	Cameron Williams	North Carolina	7	70.0%	.213	.158	86
210	Jackson Todd	Georgia	7	70.0%	.212	.206	86
211	Brock Stephenson	Canada	7	70.0%	.211	.139	86
212	Henry Cafaro	Illinois	7	70.0%	.210	.126	86
213	Anthony DiCarlo	California	7	70.0%	.193	.233	86
214	Michael Arjona	Georgia	8	80.0%	.099	.106	86
215	Ryan Rosenberg	California	8	80.0%	.087	.179	86
216	Stephen Ours	Virginia	7	70.0%	.207	.155	85
217	Frank Grabowski	Pennsylvania	7	70.0%	.205	.169	85
218	Radu Popescu	Canada	7	70.0%	.202	.184	85
219	Chris Hale	Virginia	7	70.0%	.199	.123	84
220	Jill Heink	Kentucky	7	70.0%	.184	.288	84
221	Jonathan Hunter	Florida	7	70.0%	.160	.197	84
222	Tony Chen	Canada	6	60.0%	.335	.248	83
223	Raul Passement	Texas	7	70.0%	.186	.134	83
224	Ozzie Fallick	California	7	70.0%	.177	.172	83
225	Arlo Lyle	Arkansas	7	70.0%	.175	.160	83
226	Kenneth Martin	Illinois	7	70.0%	.150	.224	81
227	Douglas Wilham	Kentucky	7	70.0%	.134	.163	81
228	Michael Joy	Michigan	6	60.0%	.294	.223	80
229	Nicholas Harrison	Canada	7	70.0%	.129	.134	80
230	Russ Hart	New York	7	70.0%	.119	.148	79
231	Chuck Yu	Maryland	6	60.0%	.267	.278	78
232	Christopher Harris	Texas	7	70.0%	.103	.124	78
233	Mazin Omer	Massachusetts	5	50.0%	.443	.200	77
234	Sarah Benner	Ohio	6	60.0%	.249	.205	77
235	Katie Bauermeister	California	6	60.0%	.246	.219	77
236	Abel Gilsing	Europe	7	70.0%	.122	.144	77
237	Lawrence McGillicuddy	Georgia	6	60.0%	.258	.202	76
238	Jeremy Tsai	New Jersey	6	60.0%	.210	.180	75
239	Chris Morin	New York	6	60.0%	.206	.178	74
240	Aaron Lichtig	Maryland	6	60.0%	.204	.178	74
241	Benjamin Livingston	Minnesota	6	60.0%	.210	.131	73
242	William Marshall	Alabama	6	60.0%	.162	.305	71
243	Michael Shang	Maryland	6	60.0%	.155	.170	71
244	Natalie Schermer	Washington	7	70.0%	.025	.142	71
245	Joseph Langas	Texas	6	60.0%	.171	.226	70
246	Wesley Erpelding	Minnesota	6	60.0%	.156	.261	69
247	Zoe Kaperonis	New York	6	60.0%	.142	.120	69
248	Matthew Given	Louisiana	6	60.0%	.140	.227	68
249	Sheldon Wong	Illinois	6	60.0%	.130	.101	67
250	Zane Placie	Georgia	6	60.0%	.113	.134	67
251	David Snoddon	Canada	5	50.0%	.256	.353	65
252	Trevor Greissinger	Wisconsin	6	60.0%	.103	.091	65
253	Michael Bentley	Washington	6	60.0%	.094	.268	65
254	Josh Hill	Arkansas	6	60.0%	.086	.081	65
255	Losha Ndemeno-Tegomoh	Minnesota	6	60.0%	.105	.075	64
256	Jason Laabs	Minnesota	5	50.0%	.223	.182	63
257	Evan Knox	North Carolina	6	60.0%	.073	.047	63
258	Quinn McGarry	Missouri	5	50.0%	.220	.197	62
259	Matt Smania	Michigan	5	50.0%	.210	.204	61
260	Violet Hundt	Wisconsin	6	60.0%	.046	.042	61
261	Dan Ni	New York	5	50.0%	.174	.262	60
262	Hidehiro Anto	California	5	50.0%	.140	.146	58
263	Connor Teevens	Michigan	5	50.0%	.139	.248	58
264	Jessica Chellino	Florida	5	50.0%	.153	.148	57
265	Bryan Householder	Ohio	5	50.0%	.040	.087	51
266	Susan Corbus	Illinois	5	50.0%	.035	.029	50
267	Nora Denning	Ohio	4	40.0%	.115	.230	44
268	Emily Fletcher	Texas	3	30.0%	.365	.290	43
269	Christian Wilson	New York	3	30.0%	.177	.145	35
270	Alexander Bandukwala	Illinois	3	30.0%	.064	.279	32
271	Danielle Long	Illinois	3	30.0%	.028	.167	31
272	Padraig Finan	Washington	3	30.0%	.000	.298	30
273	Guan Tong Tay	Asia	0	0.0%	-1.000	.005	0
274	Paul Villaluz	Nevada	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.

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