2023 Popular Culture Week 41

Standings

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#	Player	Region	# Correct	% Correct	Average Correct Celerity	Std. Dev. Celerity	Score
1	Carlos Hernandez Fisher	Canada	10	100.0%	.434	.251	151
2	McKinnie Lee Sizemore	Florida	10	100.0%	.418	.217	148
3	Jack Rousseau	California	10	100.0%	.395	.247	147
4	Derek Martz	Illinois	10	100.0%	.399	.240	146
5	Erik Nickels	California	10	100.0%	.386	.249	145
6	Paolo Pasco	California	10	100.0%	.371	.190	144
7	Rahul Rao-Pothuraju	New York	10	100.0%	.357	.232	144
8	Brian Lipinski	District of Columbia	10	100.0%	.361	.144	142
9	Tucker Warner	New York	10	100.0%	.359	.204	142
10	Devon Edwards	New York	10	100.0%	.363	.226	141
11	Alex Schmidt	Pennsylvania	10	100.0%	.349	.306	141
12	Amy Whitelaw	Virginia	10	100.0%	.346	.280	141
13	Jason Hess	Texas	10	100.0%	.362	.245	140
14	Matthew Marcotte	California	10	100.0%	.339	.206	138
15	Joseph Langas	Texas	10	100.0%	.332	.159	138
16	Evan Nagler	New York	10	100.0%	.331	.287	138
17	Stephen Liu	California	10	100.0%	.319	.188	138
18	Scott Aefsky	Massachusetts	10	100.0%	.314	.217	138
19	Jason Serrano	New York	10	100.0%	.325	.187	137
20	Aaron Dos Remedios	Canada	10	100.0%	.308	.163	137
21	Scott Latchem	California	10	100.0%	.313	.117	136
22	Andrew Dupont	California	10	100.0%	.312	.206	135
23	Benjamin Kitchen	Colorado	9	90.0%	.419	.206	134
24	Steve Bahnaman	North Carolina	9	90.0%	.418	.171	134
25	Harley Andrew	Wisconsin	9	90.0%	.407	.209	134
26	Craig Moysey	Canada	9	90.0%	.402	.219	134
27	Jason Sterlacci	New Jersey	10	100.0%	.307	.078	134
28	Nate Muckley	Illinois	10	100.0%	.297	.102	134
29	Jack Brounstein	Texas	9	90.0%	.411	.245	133
30	Will Johnson	Virginia	9	90.0%	.391	.269	132
31	Drew Scheeler	Ohio	9	90.0%	.390	.211	132
32	Steven Brown	Virginia	10	100.0%	.296	.145	132
33	Kyle Kahan	California	10	100.0%	.265	.171	130
34	Chris Ottolino	Missouri	10	100.0%	.270	.100	129
35	Charlie Fritz	Illinois	10	100.0%	.264	.122	129
36	Michael Turner	South Carolina	10	100.0%	.234	.226	127
37	Bobb X. Ha	Texas	9	90.0%	.353	.182	126
38	Chris Miller	Kentucky	9	90.0%	.352	.222	125
39	Randall Eng	New York	9	90.0%	.342	.233	125
40	Alex Dzurick	Missouri	10	100.0%	.218	.187	125
41	Andy Brown	Illinois	9	90.0%	.333	.207	124
42	Lawrence Simon	New York	9	90.0%	.325	.265	124
43	James Dowd	Hawaii	9	90.0%	.324	.256	124
44	Tim Crockett	Washington	9	90.0%	.323	.234	124
45	William Travis	Texas	8	80.0%	.441	.242	123
46	Christine Irwin	Canada	9	90.0%	.328	.226	123
47	Seoan Webb	United Kingdom	9	90.0%	.323	.257	123
48	Kent Buxton	Maryland	9	90.0%	.316	.131	123
49	Chris Abrams	Nevada	9	90.0%	.310	.149	123
50	Lauren Manton	Ohio	10	100.0%	.216	.171	123
51	Tom Minard	Canada	10	100.0%	.207	.211	123
52	Dillon Edwards	Wisconsin	10	100.0%	.214	.140	122
53	David Kiang	Illinois	10	100.0%	.193	.217	122
54	Elisabeth Evan	Ohio	9	90.0%	.300	.266	121
55	Jimmy Dunn	Michigan	9	90.0%	.281	.247	121
56	James Washick	South Carolina	9	90.0%	.286	.247	120
57	Sean Calhoun	Iowa	10	100.0%	.181	.127	120
58	Nate Kane	Arizona	8	80.0%	.423	.216	119
59	Akosua Asante	Canada	9	90.0%	.290	.156	119
60	Harry White	Virginia	9	90.0%	.277	.203	119
61	Cari Milowicki	Ohio	10	100.0%	.186	.118	119
62	Andy Kravis	New York	8	80.0%	.391	.247	118
63	Darrell Johnson	Arizona	9	90.0%	.285	.229	118
64	Jeff Frank	Indiana	9	90.0%	.270	.170	118
65	Stephen Morrison	Michigan	8	80.0%	.392	.226	117
66	Clifford Galiher	California	9	90.0%	.262	.141	117
67	Darren Petrosino	New Jersey	9	90.0%	.261	.258	117
68	Omar Sajjad	California	9	90.0%	.248	.206	117
69	Benjamin Livingston	Minnesota	9	90.0%	.244	.216	117
70	Ewan Munro	Australia & Oceania	10	100.0%	.161	.114	117
71	Myron Meyer	South Dakota	8	80.0%	.379	.272	116
72	John Presloid	Ohio	9	90.0%	.268	.147	116
73	Kenji Shimizu	Michigan	9	90.0%	.261	.249	116
74	Chauncey Lo	California	9	90.0%	.257	.291	116
75	Deleena Simon	Michigan	10	100.0%	.158	.138	116
76	Owen Cooper	Alabama	9	90.0%	.256	.162	115
77	JinAh Kim	Virginia	9	90.0%	.248	.302	115
78	Kendall Plapp	New York	9	90.0%	.247	.190	115
79	Matthew Marcus	Oregon	9	90.0%	.241	.115	115
80	Alec Chao	District of Columbia	9	90.0%	.238	.154	115
81	Kevin McCabe	Colorado	10	100.0%	.132	.174	115
82	Finn Bender	Wisconsin	8	80.0%	.356	.271	114
83	Ali Filipowicz	Virginia	9	90.0%	.251	.271	114
84	Ryan Milowicki	Connecticut	9	90.0%	.238	.154	114
85	Stephen Ours	Virginia	8	80.0%	.355	.295	113
86	James E. Lasker	Texas	8	80.0%	.354	.254	113
87	Dan Passner	New Jersey	8	80.0%	.350	.222	113
88	Michael Kettler	Ohio	8	80.0%	.347	.322	113
89	Evan Knox	North Carolina	9	90.0%	.233	.260	113
90	Jason Lai	New York	10	100.0%	.112	.178	113
91	Paul Campbell	California	9	90.0%	.221	.153	112
92	Michael Olson	Minnesota	9	90.0%	.220	.108	112
93	Christopher Parsons	Washington	9	90.0%	.219	.229	112
94	Christian Wilson	New York	9	90.0%	.206	.168	112
95	Jack Van Nostrand	Canada	8	80.0%	.335	.234	111
96	Jackson Todd	Georgia	8	80.0%	.331	.195	111
97	Spencer Thrope	Middle East	9	90.0%	.212	.153	111
98	Frank Grabowski	Pennsylvania	9	90.0%	.208	.152	111
99	Robert Kilner	Ohio	10	100.0%	.112	.119	111
100	Jack Wolverton	Missouri	7	70.0%	.469	.275	110
101	Ryan Manton	Ohio	8	80.0%	.326	.233	110
102	Radu Popescu	Canada	8	80.0%	.308	.166	110
103	Erik Eide	Canada	8	80.0%	.315	.294	109
104	Dan Puma	Illinois	9	90.0%	.208	.087	109
105	Jacob O'Rourke	Missouri	9	90.0%	.194	.179	109
106	Aiden Benshimol	Massachusetts	8	80.0%	.307	.172	108
107	Lee Henry	Alabama	9	90.0%	.177	.161	108
108	Mike Myers	California	8	80.0%	.285	.236	107
109	Mick Reinhard	Pennsylvania	8	80.0%	.277	.262	107
110	Joshua Levit	Massachusetts	9	90.0%	.193	.120	107
111	Tony Chen	Canada	9	90.0%	.185	.159	107
112	Gwen Abrams	Nevada	9	90.0%	.180	.184	107
113	John Riss	Illinois	8	80.0%	.295	.216	106
114	Jeremy Tsai	New Jersey	8	80.0%	.291	.158	106
115	Tomás Aguilar-Fraga	California	8	80.0%	.290	.152	106
116	Simon Sweeney	Pennsylvania	8	80.0%	.280	.168	106
117	John Lance	Colorado	8	80.0%	.268	.303	106
118	Naveed Chowdhury	California	9	90.0%	.165	.172	106
119	Patrick Carthy	Europe	9	90.0%	.163	.133	106
120	Anthony Peek	Louisiana	9	90.0%	.157	.108	106
121	Matt Coleman	Washington	8	80.0%	.287	.140	105
122	Garrison Page	Kentucky	8	80.0%	.280	.143	105
123	Stan Jastrzebski	Indiana	8	80.0%	.264	.145	105
124	Kai Tang	Illinois	9	90.0%	.162	.138	105
125	Daniel Ogburn	Virginia	9	90.0%	.152	.163	105
126	Will Swygart	United Kingdom	8	80.0%	.260	.185	104
127	Michael Patison	Texas	8	80.0%	.255	.220	104
128	Deb Wells	Pennsylvania	9	90.0%	.136	.155	104
129	Matthew LaMagna	Virginia	8	80.0%	.252	.122	103
130	Natalie Schermer	Washington	8	80.0%	.246	.183	103
131	Mazin Omer	Massachusetts	8	80.0%	.260	.143	102
132	Henry Blyth	Ohio	8	80.0%	.241	.255	102
133	William Marshall	Alabama	8	80.0%	.237	.303	102
134	Ryan Rosenberg	California	9	90.0%	.135	.121	102
135	Andrew Foerster	North Carolina	9	90.0%	.128	.108	102
136	Mitchell Rimerman	District of Columbia	8	80.0%	.237	.169	101
137	Ben Smith	Canada	9	90.0%	.136	.111	101
138	Sarah Whisenhunt	Virginia	8	80.0%	.232	.164	100
139	Sinecio Morales	Maryland	8	80.0%	.220	.158	100
140	Dibyo Haldar	Asia	9	90.0%	.103	.105	100
141	Kari Race	Wisconsin	7	70.0%	.348	.133	99
142	Matthew Askins	Arizona	8	80.0%	.235	.133	99
143	Stephanie Perkins	Missouri	8	80.0%	.211	.195	99
144	Mark McDonald	Illinois	9	90.0%	.088	.110	99
145	Jonathan Pinyan	New Jersey	8	80.0%	.213	.240	98
146	Daniel Chung	California	8	80.0%	.203	.126	98
147	Talia Fan	Canada	7	70.0%	.345	.241	97
148	Daniel Feitel	District of Columbia	7	70.0%	.324	.097	97
149	Greg Peterson	Illinois	7	70.0%	.324	.203	97
150	Samuel McCoy	Pennsylvania	8	80.0%	.199	.133	97
151	Henry Cafaro	Illinois	7	70.0%	.335	.265	96
152	Thomas Credeur	Louisiana	7	70.0%	.326	.234	96
153	Kevin Lei	Canada	8	80.0%	.188	.120	96
154	Adam Sapa	Canada	8	80.0%	.184	.145	96
155	Brian Morehouse	Connecticut	8	80.0%	.169	.239	96
156	Theo Howe	United Kingdom	7	70.0%	.313	.132	95
157	Kenny Peskin	Virginia	8	80.0%	.179	.235	95
158	Jonathan Hugendubler	Maryland	9	90.0%	.063	.106	95
159	Nora Denning	Ohio	6	60.0%	.473	.319	94
160	Matt Smania	Michigan	7	70.0%	.303	.121	94
161	William Neiswanger	Washington	7	70.0%	.296	.237	94
162	Max Smiley	California	7	70.0%	.288	.264	94
163	Daniel DeFelippis	Europe	8	80.0%	.153	.166	94
164	Tyler Berry	Canada	7	70.0%	.292	.133	93
165	Ryan Hemmel	California	8	80.0%	.181	.125	93
166	Michael Coates	Idaho	8	80.0%	.160	.231	93
167	Siddharth Hariharan	Maryland	8	80.0%	.129	.160	92
168	Scott Oberstaedt	Virginia	7	70.0%	.274	.241	91
169	Andrew Fisher	United Kingdom	7	70.0%	.264	.138	91
170	Jenn Tulo	Virginia	7	70.0%	.263	.204	91
171	Quinn McGarry	Missouri	8	80.0%	.142	.145	91
172	Daniel Jude	California	7	70.0%	.264	.130	90
173	David Edwards	Illinois	7	70.0%	.261	.250	90
174	Jordan Brownstein	Virginia	7	70.0%	.256	.161	90
175	Greg Garbee	Florida	7	70.0%	.225	.165	89
176	Julian Saddy	Canada	8	80.0%	.130	.085	89
177	Ashwath Seetharaman	Texas	8	80.0%	.107	.151	89
178	Russ Hart	New York	8	80.0%	.104	.144	89
179	Sarah Benner	Ohio	7	70.0%	.238	.135	88
180	Michael Shang	Maryland	7	70.0%	.230	.204	88
181	Danielle Long	Illinois	7	70.0%	.215	.180	88
182	Michael Bentley	Washington	6	60.0%	.382	.286	87
183	Joey Goldman	United Kingdom	7	70.0%	.232	.167	87
184	Kenneth Martin	Illinois	7	70.0%	.217	.116	87
185	Elizabeth Chang	Washington	7	70.0%	.215	.134	87
186	Nicholas Harrison	Canada	7	70.0%	.203	.181	87
187	Liam Buck	Minnesota	7	70.0%	.199	.178	86
188	Mark Morris	Alabama	7	70.0%	.206	.217	85
189	Arlo Lyle	Arkansas	7	70.0%	.202	.129	85
190	Nick Matchen	Illinois	7	70.0%	.194	.165	85
191	Trevor Greissinger	Wisconsin	6	60.0%	.343	.222	84
192	John Kocsis	Virginia	7	70.0%	.196	.131	84
193	Lynn Yu	California	7	70.0%	.187	.167	84
194	Daniel White	Washington	7	70.0%	.187	.133	84
195	James Denning	Ohio	7	70.0%	.183	.292	84
196	Jason Palmer	Ohio	7	70.0%	.182	.239	84
197	Ben Dillon	Indiana	7	70.0%	.181	.247	84
198	George Atendido	Minnesota	7	70.0%	.168	.161	84
199	Kelly Rabin	Washington	6	60.0%	.336	.242	83
200	Sofia Pralle	Washington	7	70.0%	.196	.140	83
201	Losha Ndemeno-Tegomoh	Minnesota	7	70.0%	.186	.097	83
202	Haley Gambrell	South Carolina	7	70.0%	.176	.187	83
203	Matthew Hart	Minnesota	7	70.0%	.174	.134	83
204	John Petrovich	Indiana	7	70.0%	.173	.167	83
205	Adam Escandell	Texas	6	60.0%	.307	.210	82
206	Jared Cubilla	Canada	6	60.0%	.309	.173	81
207	Gerry Tansey	Missouri	6	60.0%	.306	.191	81
208	Alex Paskevicius	Canada	6	60.0%	.299	.203	81
209	Arjun Sivakumar	California	7	70.0%	.160	.154	81
210	Andrey Goder	California	7	70.0%	.151	.186	81
211	Andy Rossitch	Georgia	7	70.0%	.131	.207	81
212	Paul Villaluz	Nevada	6	60.0%	.285	.265	80
213	Josh Hill	Arkansas	7	70.0%	.144	.115	80
214	Michael McPartland	United Kingdom	7	70.0%	.141	.126	80
215	Shauna McNally	Canada	7	70.0%	.128	.149	80
216	Delano Barnes	Texas	7	70.0%	.112	.139	79
217	Lauren Cusitello	California	6	60.0%	.276	.171	78
218	Brian Hamilton	Oregon	6	60.0%	.274	.276	78
219	Raul Passement	Texas	6	60.0%	.256	.254	78
220	Will Howells	United Kingdom	6	60.0%	.263	.226	77
221	Mike Malloy	Wisconsin	6	60.0%	.253	.165	77
222	Mary Foley	Arizona	6	60.0%	.240	.271	77
223	Wesley Erpelding	Minnesota	7	70.0%	.100	.121	77
224	Shannon Jamison	Virginia	6	60.0%	.253	.226	76
225	Brynn Jones	Alabama	6	60.0%	.248	.262	76
226	Aaron Lichtig	Maryland	6	60.0%	.238	.273	76
227	Candy Murphy	Virginia	6	60.0%	.235	.163	76
228	Liz Fujita	Michigan	6	60.0%	.217	.231	75
229	Dan Ni	New York	6	60.0%	.216	.265	75
230	Hidehiro Anto	California	7	70.0%	.090	.134	75
231	Connor Teevens	Michigan	6	60.0%	.205	.168	74
232	Matthew Grieco	New York	6	60.0%	.204	.211	74
233	Dawson Owens	Ohio	7	70.0%	.071	.084	74
234	Jack Garrison	Ohio	6	60.0%	.182	.151	72
235	Chris Hale	Virginia	6	60.0%	.178	.154	72
236	Andrew Medlin	Louisiana	6	60.0%	.169	.168	72
237	James Carberry	Louisiana	6	60.0%	.169	.264	72
238	Cameron Williams	North Carolina	6	60.0%	.168	.177	72
239	Andrew Fanko	United Kingdom	6	60.0%	.181	.191	71
240	Kaberi Chakrabarty	Illinois	6	60.0%	.171	.124	71
241	Gail Celio	Minnesota	6	60.0%	.167	.138	71
242	Zoe Kaperonis	New York	5	50.0%	.355	.291	70
243	Tristan Clarke	Arizona	5	50.0%	.335	.179	70
244	Jonathan Hunter	Florida	5	50.0%	.331	.280	70
245	Cody Donahue	Mississippi	6	60.0%	.158	.169	70
246	Ryan Luptak	Illinois	5	50.0%	.334	.193	69
247	Jill Heink	Kentucky	6	60.0%	.168	.131	69
248	Andrew Almas	Canada	6	60.0%	.126	.143	69
249	Luke Gribbins	Illinois	6	60.0%	.119	.172	68
250	David Cruickshank	United Kingdom	5	50.0%	.311	.253	67
251	Brad Williams	Wisconsin	5	50.0%	.279	.180	66
252	Parth Jagtap	Canada	5	50.0%	.277	.250	65
253	Lars Melton	Virginia	5	50.0%	.274	.179	65
254	Eric Douglass	South Carolina	5	50.0%	.246	.284	65
255	Joe Nutter	Georgia	5	50.0%	.255	.191	64
256	Tommy Segi	Ohio	6	60.0%	.060	.093	64
257	Victor Pavao	Massachusetts	5	50.0%	.251	.220	63
258	Javas Lal	New Jersey	5	50.0%	.224	.198	62
259	Carson Blaney	Illinois	5	50.0%	.201	.134	60
260	Alexander Bandukwala	Illinois	5	50.0%	.188	.114	60
261	Abel Gilsing	Europe	5	50.0%	.185	.192	60
262	Nathan Hamer	United Kingdom	5	50.0%	.149	.194	58
263	Jack Foster	Georgia	5	50.0%	.137	.137	58
264	Michael Joy	Michigan	5	50.0%	.114	.088	55
265	Edward Sanfrey	Ohio	5	50.0%	.101	.115	55
266	Holden Nichols	Illinois	5	50.0%	.093	.088	55
267	Bryan Householder	Ohio	5	50.0%	.072	.095	53
268	Avery Strangstalien	Wisconsin	4	40.0%	.232	.164	50
269	Erik Christensen	Canada	4	40.0%	.212	.216	50
270	Zane Placie	Georgia	4	40.0%	.220	.279	49
271	Jason Laabs	Minnesota	4	40.0%	.202	.136	49
272	Jessica Fleischer	Illinois	4	40.0%	.198	.130	49
273	Curtis Roselle	Illinois	4	40.0%	.146	.129	46
274	Eric Li	Massachusetts	4	40.0%	.115	.190	44
275	Rebecca May	Alabama	4	40.0%	.113	.104	44
276	Christopher Vuong	Louisiana	4	40.0%	.087	.094	44
277	Bia Vergakis	Illinois	4	40.0%	.032	.056	41
278	David Snoddon	Canada	3	30.0%	.277	.309	40
279	Ben Stalets	Illinois	3	30.0%	.215	.144	37
280	Alexandra Transue	Illinois	3	30.0%	.055	.061	32
281	Emily Fletcher	Texas	3	30.0%	.073	.253	31
282	Amory Kaufman	Minnesota	3	30.0%	.016	.024	30
283	Stacy Bridgette	West Virginia	3	100.0%	.000	.000	30
284	Jessica Chellino	Florida	2	20.0%	.165	.082	23
285	Susan Corbus	Illinois	2	20.0%	.133	.084	23
286	Violet Hundt	Wisconsin	2	20.0%	.128	.089	23
287	Lemuel Chan	Illinois	2	20.0%	.032	.198	20
288	Kara Lee	Oklahoma	1	10.0%	.001	.000	10
289	Rohan Jain	Georgia	1	100.0%	.000	-1.000	10
290	Nora Elder	Illinois	1	10.0%	.000	.179	10
291	Guan Tong Tay	Asia	0	0.0%	-1.000	.004	0
292	Sophia Garcia Van Dyke	Illinois	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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