2023 Popular Culture Week 34

Standings

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#	Player	Region	# Correct	% Correct	Average Correct Celerity	Std. Dev. Celerity	Score
1	Mazin Omer	Massachusetts	10	100.0%	.457	.195	154
2	Daniel Feitel	District of Columbia	10	100.0%	.411	.202	148
3	Drew Scheeler	Ohio	9	90.0%	.496	.285	143
4	Chris Miller	Kentucky	10	100.0%	.364	.240	142
5	Andy Kravis	New York	10	100.0%	.347	.183	142
6	Scott Latchem	California	9	90.0%	.476	.136	140
7	Stephen Morrison	Michigan	9	90.0%	.443	.182	138
8	Tracey Hickman	Oklahoma	10	100.0%	.322	.217	138
9	Scott Aefsky	Massachusetts	10	100.0%	.322	.206	138
10	Clifford Galiher	California	10	100.0%	.313	.252	138
11	Jason Sterlacci	New Jersey	10	100.0%	.328	.202	137
12	Devon Edwards	New York	10	100.0%	.315	.251	137
13	Jack Brounstein	Texas	9	90.0%	.441	.168	136
14	Brian Lipinski	District of Columbia	10	100.0%	.308	.275	136
15	Jason Hess	Texas	10	100.0%	.307	.229	136
16	McKinnie Lee Sizemore	Florida	9	90.0%	.405	.292	134
17	Charlie Fritz	Illinois	10	100.0%	.296	.181	134
18	James Dowd	Hawaii	10	100.0%	.288	.223	133
19	Jason Serrano	New York	9	90.0%	.393	.238	132
20	Benjamin Kitchen	Colorado	9	90.0%	.383	.277	132
21	Chris Abrams	Nevada	10	100.0%	.267	.240	131
22	Kenji Shimizu	Michigan	9	90.0%	.382	.236	130
23	Jack Rousseau	California	9	90.0%	.365	.236	130
24	Matthew Marcotte	California	9	90.0%	.383	.202	129
25	Kari Race	Wisconsin	10	100.0%	.263	.240	129
26	James Washick	South Carolina	9	90.0%	.364	.231	128
27	Greg Peterson	Illinois	10	100.0%	.242	.221	127
28	Mark Morris	Alabama	10	100.0%	.234	.243	127
29	Matthew Marcus	Oregon	10	100.0%	.233	.253	127
30	Alex Schmidt	Pennsylvania	9	90.0%	.345	.163	126
31	William Marshall	Alabama	10	100.0%	.235	.216	126
32	Simon Sweeney	Pennsylvania	9	90.0%	.323	.306	125
33	Will Swygart	United Kingdom	10	100.0%	.210	.212	125
34	Ramapriya Rangaraju	Kentucky	9	90.0%	.325	.241	124
35	Evan Nagler	New York	9	90.0%	.321	.182	124
36	Tim Crockett	Washington	9	90.0%	.318	.188	124
37	Steven Brown	Virginia	9	90.0%	.327	.219	123
38	Theo Howe	United Kingdom	9	90.0%	.320	.176	123
39	Ryan Milowicki	Connecticut	9	90.0%	.317	.247	123
40	Gerry Tansey	Missouri	9	90.0%	.305	.233	123
41	Jason Palmer	Ohio	10	100.0%	.207	.202	123
42	Carlos Hernandez Fisher	Canada	8	80.0%	.443	.143	122
43	John Lance	Colorado	9	90.0%	.322	.250	122
44	Max Smiley	California	9	90.0%	.309	.211	122
45	Ali Filipowicz	Virginia	9	90.0%	.300	.189	122
46	Matt Smania	Michigan	9	90.0%	.297	.207	121
47	Tom Minard	Canada	9	90.0%	.289	.238	121
48	Kendall Plapp	New York	9	90.0%	.301	.248	120
49	Michael Olson	Minnesota	10	100.0%	.194	.128	120
50	Paolo Pasco	California	9	90.0%	.294	.173	119
51	Dillon Edwards	Wisconsin	9	90.0%	.286	.244	119
52	Myron Meyer	South Dakota	8	80.0%	.387	.282	118
53	John Riss	Illinois	9	90.0%	.271	.235	118
54	Frank Grabowski	Pennsylvania	9	90.0%	.266	.213	118
55	Steve Bahnaman	North Carolina	9	90.0%	.263	.213	118
56	Adam Escandell	Texas	8	80.0%	.395	.253	117
57	Scott Oberstaedt	Virginia	9	90.0%	.275	.284	117
58	Jared Cubilla	Canada	9	90.0%	.262	.217	117
59	Ryan Manton	Ohio	9	90.0%	.249	.220	117
60	Christine Irwin	Canada	9	90.0%	.245	.218	116
61	Elisabeth Evan	Ohio	9	90.0%	.244	.198	116
62	Radu Popescu	Canada	8	80.0%	.374	.180	115
63	Tomás Aguilar-Fraga	California	9	90.0%	.252	.207	115
64	Kevin Lei	Canada	9	90.0%	.250	.247	115
65	Andy Brown	Illinois	9	90.0%	.245	.206	115
66	Ben Smith	Canada	9	90.0%	.245	.218	115
67	John Stewart	Virginia	10	100.0%	.137	.210	115
68	Harley Andrew	Wisconsin	8	80.0%	.369	.241	114
69	Kyle Kahan	California	8	80.0%	.368	.238	114
70	Derek Martz	Illinois	8	80.0%	.366	.244	114
71	Rahul Rao-Pothuraju	New York	9	90.0%	.230	.166	114
72	Seoan Webb	United Kingdom	8	80.0%	.367	.217	113
73	Jack Van Nostrand	Canada	8	80.0%	.348	.254	113
74	Owen Cooper	Alabama	9	90.0%	.232	.254	113
75	Jesse Tow	Illinois	8	80.0%	.340	.211	112
76	David Kiang	Illinois	8	80.0%	.332	.267	112
77	Tucker Warner	New York	8	80.0%	.325	.241	111
78	Darrell Johnson	Arizona	9	90.0%	.220	.241	111
79	Akosua Asante	Canada	9	90.0%	.211	.235	111
80	Stephen Liu	California	9	90.0%	.209	.190	111
81	Brian Hamilton	Oregon	9	90.0%	.208	.240	111
82	Lauren Manton	Ohio	9	90.0%	.205	.210	111
83	Dan Puma	Illinois	8	80.0%	.336	.188	109
84	Matthew LaMagna	Virginia	8	80.0%	.322	.211	109
85	Naveed Chowdhury	California	9	90.0%	.194	.232	109
86	Sean Doyle	Texas	9	90.0%	.183	.218	108
87	Michael Patison	Texas	8	80.0%	.297	.216	107
88	Josh Walker	Ohio	8	80.0%	.293	.198	107
89	Nate Kane	Arizona	8	80.0%	.291	.166	106
90	Siddharth Hariharan	Maryland	9	90.0%	.176	.215	106
91	Craig Moysey	Canada	9	90.0%	.174	.174	106
92	Gwen Abrams	Nevada	9	90.0%	.166	.230	106
93	Alex Dzurick	Missouri	9	90.0%	.165	.165	106
94	Benjamin Livingston	Minnesota	9	90.0%	.158	.164	106
95	William Travis	Texas	8	80.0%	.288	.231	105
96	Andrew Dupont	California	8	80.0%	.277	.218	105
97	Losha Ndemeno-Tegomoh	Minnesota	9	90.0%	.176	.200	105
98	Finn Bender	Wisconsin	8	80.0%	.278	.211	104
99	Jack Wolverton	Missouri	8	80.0%	.260	.187	104
100	Deleena Simon	Michigan	9	90.0%	.140	.175	104
101	Randall Eng	New York	8	80.0%	.256	.248	103
102	Elizabeth Chang	Washington	9	90.0%	.144	.176	103
103	Lawrence Simon	New York	9	90.0%	.138	.140	103
104	Harry White	Virginia	8	80.0%	.242	.173	102
105	Will Howells	United Kingdom	9	90.0%	.132	.143	102
106	Omar Sajjad	California	7	70.0%	.385	.255	101
107	Michael Coates	Idaho	8	80.0%	.246	.241	101
108	Nicholas Harrison	Canada	9	90.0%	.113	.164	101
109	Joshua Levit	Massachusetts	8	80.0%	.233	.253	100
110	Robert Kilner	Ohio	9	90.0%	.099	.167	100
111	Anthony Peek	Louisiana	7	70.0%	.371	.156	99
112	Michael Turner	South Carolina	8	80.0%	.223	.166	99
113	Stephen Ours	Virginia	8	80.0%	.221	.223	99
114	Tyler Berry	Canada	8	80.0%	.220	.165	99
115	James E. Lasker	Texas	8	80.0%	.215	.209	99
116	Shauna McNally	Canada	8	80.0%	.212	.191	99
117	Erik Nickels	California	8	80.0%	.210	.147	99
118	Nate Muckley	Illinois	8	80.0%	.207	.225	99
119	Michael Bentley	Washington	8	80.0%	.197	.266	99
120	Jonathan Hugendubler	Maryland	9	90.0%	.112	.175	99
121	Jeff Frank	Indiana	7	70.0%	.331	.219	98
122	Garrison Page	Kentucky	8	80.0%	.212	.185	98
123	Jordan Brownstein	Virginia	8	80.0%	.198	.216	98
124	Jimmy Dunn	Michigan	8	80.0%	.190	.218	98
125	Erik Eide	Canada	7	70.0%	.333	.243	97
126	Henry Cafaro	Illinois	7	70.0%	.330	.272	97
127	Aaron Dos Remedios	Canada	7	70.0%	.324	.306	97
128	Daniel White	Washington	8	80.0%	.195	.204	97
129	Danny Lardner	United Kingdom	8	80.0%	.195	.151	97
130	Dibyo Haldar	Asia	9	90.0%	.079	.087	97
131	Michael Arjona	Georgia	9	90.0%	.077	.118	97
132	Connor Teevens	Michigan	6	60.0%	.472	.304	96
133	Daniel Jude	California	7	70.0%	.323	.234	96
134	Anthony DiCarlo	California	7	70.0%	.318	.249	96
135	Matthew Grieco	New York	8	80.0%	.186	.177	96
136	Andrew Foerster	North Carolina	8	80.0%	.178	.167	96
137	Amy Whitelaw	Virginia	8	80.0%	.177	.140	96
138	Henry Blyth	Ohio	8	80.0%	.175	.141	96
139	Jonathan Pinyan	New Jersey	7	70.0%	.299	.282	95
140	Mike Malloy	Wisconsin	7	70.0%	.297	.221	95
141	Thomas Credeur	Louisiana	8	80.0%	.174	.162	95
142	Christopher Parsons	Washington	8	80.0%	.171	.169	95
143	Matt Coleman	Washington	8	80.0%	.168	.204	95
144	Lee Henry	Alabama	7	70.0%	.310	.216	94
145	Daniel Chung	California	8	80.0%	.182	.159	94
146	Jenna Hull	California	8	80.0%	.172	.135	94
147	Matthew Hart	Minnesota	8	80.0%	.164	.192	94
148	Candy Murphy	Virginia	8	80.0%	.161	.214	94
149	James Denning	Ohio	8	80.0%	.161	.157	94
150	Sean Calhoun	Iowa	8	80.0%	.149	.162	94
151	Delano Barnes	Texas	9	90.0%	.044	.107	94
152	Chauncey Lo	California	7	70.0%	.284	.164	93
153	Christian Wilson	New York	7	70.0%	.283	.257	93
154	Gail Celio	Minnesota	7	70.0%	.264	.231	93
155	Kelly Rabin	Washington	8	80.0%	.153	.196	93
156	Jackson Todd	Georgia	8	80.0%	.138	.146	93
157	Michael McPartland	United Kingdom	7	70.0%	.265	.192	92
158	John Petrovich	Indiana	7	70.0%	.254	.217	92
159	Trevor Greissinger	Wisconsin	8	80.0%	.155	.199	92
160	Nora Denning	Ohio	8	80.0%	.134	.162	92
161	Lynn Yu	California	8	80.0%	.133	.161	92
162	Raul Passement	Texas	7	70.0%	.277	.273	91
163	John Kocsis	Virginia	7	70.0%	.273	.205	91
164	Matthew Askins	Arizona	7	70.0%	.269	.182	91
165	Alec Chao	District of Columbia	7	70.0%	.268	.222	91
166	Dawson Owens	Ohio	8	80.0%	.131	.167	91
167	Mitchell Rimerman	District of Columbia	8	80.0%	.131	.126	91
168	Daniel DeFelippis	Europe	8	80.0%	.122	.143	91
169	Paul Campbell	California	7	70.0%	.243	.235	90
170	Zoe Kaperonis	New York	8	80.0%	.127	.153	90
171	Chris Ottolino	Missouri	6	60.0%	.397	.232	89
172	Ryan Hemmel	California	7	70.0%	.246	.197	89
173	Samuel McCoy	Pennsylvania	7	70.0%	.238	.228	89
174	Chris Becker	Maryland	7	70.0%	.235	.203	89
175	Brian Morehouse	Connecticut	7	70.0%	.230	.212	89
176	David Cruickshank	United Kingdom	8	80.0%	.103	.202	89
177	Joe Nutter	Georgia	8	80.0%	.120	.131	88
178	Wesley Erpelding	Minnesota	8	80.0%	.104	.173	88
179	Mick Reinhard	Pennsylvania	7	70.0%	.217	.229	87
180	Sarah Whisenhunt	Virginia	7	70.0%	.212	.165	87
181	Ewan Munro	Australia & Oceania	8	80.0%	.105	.156	87
182	Jessica Fleischer	Illinois	8	80.0%	.086	.127	87
183	Pranav Veluri	Indiana	7	70.0%	.211	.187	86
184	Eric Douglass	South Carolina	7	70.0%	.207	.222	86
185	Stephanie Perkins	Missouri	7	70.0%	.191	.254	86
186	Talia Fan	Canada	7	70.0%	.216	.232	85
187	David Edwards	Illinois	7	70.0%	.202	.168	85
188	Darren Petrosino	New Jersey	7	70.0%	.187	.210	85
189	Ned Tagtmeier	Illinois	7	70.0%	.184	.217	85
190	Kevin McCabe	Colorado	7	70.0%	.180	.244	85
191	William Neiswanger	Washington	6	60.0%	.355	.244	84
192	Sofia Pralle	Washington	7	70.0%	.192	.231	84
193	Jenn Tulo	Virginia	7	70.0%	.192	.220	84
194	Joseph Langas	Texas	7	70.0%	.185	.220	84
195	Adam Sapa	Canada	7	70.0%	.184	.181	84
196	Paul Villaluz	Nevada	7	70.0%	.176	.205	84
197	Michael Kettler	Ohio	6	60.0%	.313	.242	83
198	Patrick Carthy	Europe	7	70.0%	.195	.127	83
199	Lauren Cusitello	California	7	70.0%	.172	.169	83
200	Daniel Galitsky	District of Columbia	7	70.0%	.163	.171	83
201	Kaberi Chakrabarty	Illinois	7	70.0%	.157	.179	83
202	Andrew Medlin	Louisiana	7	70.0%	.158	.173	82
203	Dan Passner	New Jersey	6	60.0%	.316	.233	81
204	Victor Pavao	Massachusetts	7	70.0%	.170	.153	81
205	Will Johnson	Virginia	7	70.0%	.155	.173	81
206	Brynn Jones	Alabama	6	60.0%	.295	.255	80
207	Jason Laabs	Minnesota	7	70.0%	.138	.143	80
208	Kane Keller	Louisiana	7	70.0%	.135	.200	80
209	Ashwath Seetharaman	Texas	7	70.0%	.126	.202	80
210	Nick Matchen	Illinois	6	60.0%	.298	.203	79
211	Julian Saddy	Canada	6	60.0%	.278	.211	79
212	Andrew Fisher	United Kingdom	6	60.0%	.268	.145	79
213	Jacob O'Rourke	Missouri	6	60.0%	.259	.188	77
214	Alex Paskevicius	Canada	7	70.0%	.093	.149	77
215	Natalie Schermer	Washington	7	70.0%	.091	.133	77
216	Christopher Harris	Texas	7	70.0%	.087	.093	77
217	Stan Jastrzebski	Indiana	6	60.0%	.243	.211	76
218	Tony Chen	Canada	6	60.0%	.240	.178	76
219	Edward Sanfrey	Ohio	7	70.0%	.109	.095	76
220	Nathan Hamer	United Kingdom	7	70.0%	.089	.133	76
221	Andrey Goder	California	7	70.0%	.075	.133	76
222	Abel Gilsing	Europe	6	60.0%	.236	.176	75
223	James Kang	California	6	60.0%	.224	.222	75
224	Quinn McGarry	Missouri	6	60.0%	.221	.221	74
225	Erik Christensen	Canada	6	60.0%	.210	.203	74
226	Parth Jagtap	Canada	6	60.0%	.187	.256	74
227	Spencer Thrope	Middle East	6	60.0%	.204	.195	73
228	Liz Fujita	Michigan	6	60.0%	.171	.215	73
229	Joey Goldman	United Kingdom	6	60.0%	.187	.182	72
230	Shannon Jamison	Virginia	6	60.0%	.178	.193	72
231	Kai Tang	Illinois	6	60.0%	.177	.196	72
232	Jason Lai	New York	7	70.0%	.023	.180	72
233	Chris Hale	Virginia	6	60.0%	.184	.213	71
234	Michael Shang	Maryland	5	50.0%	.339	.212	70
235	Lars Melton	Virginia	6	60.0%	.158	.197	70
236	John Brock	Massachusetts	6	60.0%	.148	.184	70
237	Tristan Clarke	Arizona	6	60.0%	.133	.165	68
238	Zane Placie	Georgia	6	60.0%	.123	.121	68
239	Mike Myers	California	5	50.0%	.296	.251	67
240	Eric Li	Massachusetts	5	50.0%	.279	.251	66
241	Avery Strangstalien	Wisconsin	5	50.0%	.263	.302	66
242	Greg Garbee	Florida	5	50.0%	.257	.254	64
243	Sarah Benner	Ohio	5	50.0%	.240	.198	64
244	Ryan Luptak	Illinois	5	50.0%	.237	.202	63
245	Suwanna Blakey	Florida	6	60.0%	.032	.130	62
246	David Snoddon	Canada	5	50.0%	.192	.244	61
247	Jonathan Hunter	Florida	5	50.0%	.178	.150	61
248	Kenneth Martin	Illinois	5	50.0%	.186	.152	60
249	Dan Ni	New York	5	50.0%	.183	.174	60
250	Russ Hart	New York	6	60.0%	.003	.080	60
251	Aiden Benshimol	Massachusetts	5	50.0%	.174	.183	59
252	Deb Wells	Pennsylvania	5	50.0%	.171	.147	59
253	Andrew Fanko	United Kingdom	5	50.0%	.147	.213	59
254	Evan Knox	North Carolina	5	50.0%	.133	.127	57
255	Danielle Long	Illinois	5	50.0%	.126	.185	57
256	Bryan Householder	Ohio	5	50.0%	.131	.135	56
257	Haley Gambrell	South Carolina	5	50.0%	.128	.181	56
258	Spencer Brown	Virginia	5	50.0%	.123	.149	56
259	Emily Fletcher	Texas	5	50.0%	.109	.235	55
260	Cameron Williams	North Carolina	5	50.0%	.094	.129	55
261	Tommy Segi	Ohio	5	50.0%	.089	.170	54
262	Alexander Bandukwala	Illinois	5	50.0%	.078	.126	54
263	Brad Williams	Wisconsin	4	40.0%	.288	.260	53
264	Jessica Chellino	Florida	4	40.0%	.275	.220	52
265	Arlo Lyle	Arkansas	4	40.0%	.242	.184	52
266	Hidehiro Anto	California	5	50.0%	.057	.126	51
267	Josh Hill	Arkansas	5	50.0%	.033	.041	51
268	Kenny Peskin	Virginia	4	40.0%	.215	.290	50
269	Brock Stephenson	Canada	5	50.0%	.038	.025	50
270	Cari Milowicki	Ohio	4	40.0%	.184	.246	48
271	Aaron Lichtig	Maryland	4	40.0%	.156	.291	47
272	Andrew Almas	Canada	4	40.0%	.153	.265	47
273	George Atendido	Minnesota	4	40.0%	.150	.212	47
274	Mary Foley	Arizona	4	40.0%	.144	.137	47
275	Stacy Bridgette	West Virginia	4	40.0%	.114	.285	45
276	Chuck Yu	Maryland	3	30.0%	.375	.248	44
277	Cody Donahue	Mississippi	4	40.0%	.080	.131	44
278	James Carberry	Louisiana	4	40.0%	.057	.141	41
279	Mason Hauptman	Oklahoma	3	30.0%	.258	.278	39
280	Michael Joy	Michigan	3	30.0%	.148	.121	35
281	Sheldon Wong	Illinois	3	30.0%	.122	.246	34
282	Kara Lee	Oklahoma	3	30.0%	.000	.012	30
283	Jill Heink	Kentucky	2	20.0%	.248	.170	26
284	Haven Crowl	Oklahoma	2	20.0%	.116	.094	23
285	Violet Hundt	Wisconsin	2	20.0%	.000	.002	20
286	Susan Corbus	Illinois	1	10.0%	.181	.057	12
287	Louis Johnson	Alabama	1	10.0%	.000	.000	10
288	Amory Kaufman	Minnesota	0	0.0%	-1.000	-1.000	0
289	Guan Tong Tay	Asia	0	0.0%	-1.000	.006	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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