2023 Popular Culture Week 37

Standings

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#	Player	Region	# Correct	% Correct	Average Correct Celerity	Std. Dev. Celerity	Score
1	Jason Serrano	New York	10	100.0%	.425	.181	151
2	Drew Scheeler	Ohio	10	100.0%	.389	.208	147
3	Dan Puma	Illinois	10	100.0%	.349	.202	141
4	Benjamin Kitchen	Colorado	9	90.0%	.436	.216	138
5	Scott Latchem	California	10	100.0%	.304	.259	135
6	Chris Miller	Kentucky	9	90.0%	.410	.190	133
7	Jack Wolverton	Missouri	10	100.0%	.287	.240	133
8	Jason Hess	Texas	10	100.0%	.269	.214	133
9	Jared Cubilla	Canada	10	100.0%	.278	.181	132
10	Stephen Morrison	Michigan	9	90.0%	.388	.138	131
11	Clifford Galiher	California	9	90.0%	.379	.249	131
12	Steven Brown	Virginia	9	90.0%	.371	.225	129
13	Kenji Shimizu	Michigan	9	90.0%	.365	.280	129
14	William Travis	Texas	9	90.0%	.365	.229	128
15	Tucker Warner	New York	9	90.0%	.362	.211	128
16	Radu Popescu	Canada	9	90.0%	.345	.240	127
17	Charlie Fritz	Illinois	10	100.0%	.230	.229	126
18	Andy Kravis	New York	9	90.0%	.328	.232	125
19	Tim Crockett	Washington	9	90.0%	.318	.204	124
20	Joseph Langas	Texas	10	100.0%	.205	.196	123
21	Jack Brounstein	Texas	8	80.0%	.434	.200	122
22	Alex Schmidt	Pennsylvania	8	80.0%	.433	.256	121
23	Tomás Aguilar-Fraga	California	9	90.0%	.289	.193	120
24	Stephen Liu	California	9	90.0%	.281	.140	119
25	Daniel Jude	California	9	90.0%	.292	.188	118
26	Matthew Marcotte	California	9	90.0%	.281	.141	118
27	Derek Martz	Illinois	8	80.0%	.383	.183	117
28	Evan Nagler	New York	9	90.0%	.270	.125	117
29	Matthew LaMagna	Virginia	9	90.0%	.262	.181	117
30	John Presloid	Ohio	9	90.0%	.265	.221	116
31	Anthony Peek	Louisiana	9	90.0%	.264	.215	116
32	Jason Sterlacci	New Jersey	9	90.0%	.263	.165	116
33	Sean Calhoun	Iowa	8	80.0%	.371	.228	115
34	Finn Bender	Wisconsin	8	80.0%	.359	.300	115
35	Theo Howe	United Kingdom	9	90.0%	.248	.239	115
36	Chris Ottolino	Missouri	8	80.0%	.346	.225	114
37	Michael Turner	South Carolina	9	90.0%	.246	.175	114
38	Jeff Frank	Indiana	9	90.0%	.218	.187	114
39	Steve Bahnaman	North Carolina	9	90.0%	.240	.154	113
40	Jason Palmer	Ohio	9	90.0%	.231	.126	113
41	Ryan Manton	Ohio	9	90.0%	.208	.175	113
42	Greg Peterson	Illinois	9	90.0%	.219	.229	112
43	Myron Meyer	South Dakota	8	80.0%	.317	.237	111
44	Lee Henry	Alabama	9	90.0%	.209	.236	111
45	Christine Irwin	Canada	9	90.0%	.193	.207	110
46	Henry Blyth	Ohio	8	80.0%	.317	.114	108
47	Brian Lipinski	District of Columbia	8	80.0%	.305	.236	108
48	Seoan Webb	United Kingdom	8	80.0%	.294	.228	108
49	Max Smiley	California	8	80.0%	.286	.238	107
50	Harley Andrew	Wisconsin	7	70.0%	.414	.291	106
51	Ashwath Seetharaman	Texas	8	80.0%	.288	.194	106
52	Adam Escandell	Texas	8	80.0%	.284	.288	106
53	Matthew Askins	Arizona	8	80.0%	.278	.294	106
54	Mitchell Rimerman	District of Columbia	8	80.0%	.273	.190	106
55	Nate Muckley	Illinois	8	80.0%	.266	.265	106
56	Ned Tagtmeier	Illinois	7	70.0%	.430	.199	105
57	Tony Chen	Canada	8	80.0%	.279	.230	105
58	Craig Moysey	Canada	8	80.0%	.269	.252	105
59	Lynn Yu	California	9	90.0%	.159	.234	105
60	Daniel Feitel	District of Columbia	7	70.0%	.404	.233	104
61	Kari Race	Wisconsin	8	80.0%	.267	.230	104
62	Erik Christensen	Canada	8	80.0%	.261	.236	104
63	Alec Chao	District of Columbia	8	80.0%	.255	.193	104
64	Jesse Tow	Illinois	8	80.0%	.243	.273	104
65	Adam Sapa	Canada	9	90.0%	.149	.163	104
66	Kevin Lei	Canada	9	90.0%	.142	.120	104
67	Raul Passement	Texas	7	70.0%	.384	.261	103
68	Frank Grabowski	Pennsylvania	8	80.0%	.264	.167	103
69	Kent Buxton	Maryland	8	80.0%	.264	.198	103
70	John Riss	Illinois	8	80.0%	.253	.296	103
71	Carlos Hernandez Fisher	Canada	7	70.0%	.386	.252	102
72	Akosua Asante	Canada	8	80.0%	.254	.185	102
73	Scott Aefsky	Massachusetts	8	80.0%	.252	.233	102
74	Lauren Manton	Ohio	8	80.0%	.242	.166	102
75	Ryan Milowicki	Connecticut	8	80.0%	.233	.166	102
76	Randall Eng	New York	7	70.0%	.370	.305	101
77	McKinnie Lee Sizemore	Florida	7	70.0%	.366	.227	101
78	Mike Malloy	Wisconsin	7	70.0%	.361	.256	100
79	John Lance	Colorado	7	70.0%	.355	.330	100
80	Rahul Rao-Pothuraju	New York	8	80.0%	.250	.210	100
81	Benjamin Livingston	Minnesota	8	80.0%	.227	.178	100
82	Harry White	Virginia	8	80.0%	.220	.174	100
83	Alex Dzurick	Missouri	8	80.0%	.205	.226	100
84	Michael Olson	Minnesota	8	80.0%	.219	.202	99
85	Simon Sweeney	Pennsylvania	8	80.0%	.214	.213	99
86	Brian Hamilton	Oregon	9	90.0%	.111	.094	99
87	Mazin Omer	Massachusetts	7	70.0%	.340	.189	98
88	Kendall Plapp	New York	8	80.0%	.214	.179	98
89	Matt Coleman	Washington	8	80.0%	.196	.195	98
90	Mark Morris	Alabama	8	80.0%	.190	.214	98
91	Michael Arjona	Georgia	9	90.0%	.091	.127	98
92	James Denning	Ohio	9	90.0%	.085	.132	98
93	Aaron Dos Remedios	Canada	7	70.0%	.333	.251	97
94	Tyler Berry	Canada	8	80.0%	.181	.195	97
95	Will Swygart	United Kingdom	8	80.0%	.178	.216	97
96	Deleena Simon	Michigan	9	90.0%	.087	.145	97
97	William Neiswanger	Washington	8	80.0%	.175	.266	96
98	Rachael Peters	Michigan	9	90.0%	.062	.099	96
99	Matt Smania	Michigan	7	70.0%	.325	.224	95
100	Michael Coates	Idaho	8	80.0%	.171	.224	95
101	Jonathan Hugendubler	Maryland	9	90.0%	.068	.083	95
102	Devon Edwards	New York	7	70.0%	.295	.158	94
103	Scott Oberstaedt	Virginia	7	70.0%	.292	.189	94
104	Darren Petrosino	New Jersey	7	70.0%	.290	.242	94
105	Joey Goldman	United Kingdom	7	70.0%	.287	.205	94
106	Matthew Marcus	Oregon	8	80.0%	.167	.200	94
107	David Cruickshank	United Kingdom	8	80.0%	.154	.202	94
108	Kyle Kahan	California	7	70.0%	.303	.221	93
109	Josh Walker	Ohio	8	80.0%	.159	.132	93
110	John Petrovich	Indiana	8	80.0%	.157	.245	93
111	Ryan Hemmel	California	7	70.0%	.283	.231	92
112	Connor Teevens	Michigan	7	70.0%	.282	.277	92
113	Kevin McCabe	Colorado	8	80.0%	.134	.222	92
114	Ewan Munro	Australia & Oceania	8	80.0%	.130	.151	92
115	Dibyo Haldar	Asia	9	90.0%	.021	.059	92
116	Tracey Hickman	Oklahoma	6	60.0%	.437	.222	91
117	James Kang	California	8	80.0%	.136	.145	91
118	Sofia Pralle	Washington	7	70.0%	.255	.191	90
119	Andrew Fisher	United Kingdom	7	70.0%	.251	.142	90
120	Andrew Dupont	California	7	70.0%	.250	.124	90
121	Eric Li	Massachusetts	7	70.0%	.249	.255	90
122	Jack Rousseau	California	6	60.0%	.404	.235	89
123	Kane Keller	Louisiana	7	70.0%	.251	.173	89
124	Jordan Brownstein	Virginia	7	70.0%	.234	.190	89
125	Jonathan Hunter	Florida	7	70.0%	.228	.140	89
126	Ryan Rosenberg	California	6	60.0%	.400	.263	88
127	Gail Celio	Minnesota	7	70.0%	.231	.193	88
128	Ben Smith	Canada	8	80.0%	.099	.137	88
129	Evan Knox	North Carolina	7	70.0%	.226	.154	87
130	Jack Van Nostrand	Canada	7	70.0%	.221	.224	87
131	Erik Nickels	California	6	60.0%	.379	.201	86
132	Jackson Todd	Georgia	6	60.0%	.372	.242	86
133	David Kiang	Illinois	7	70.0%	.215	.140	86
134	Tom Minard	Canada	7	70.0%	.206	.148	86
135	Jimmy Dunn	Michigan	7	70.0%	.193	.176	86
136	Anthony DiCarlo	California	7	70.0%	.211	.211	85
137	Will Johnson	Virginia	7	70.0%	.205	.186	85
138	Daniel White	Washington	7	70.0%	.185	.211	85
139	Andrey Goder	California	8	80.0%	.062	.115	85
140	Ramapriya Rangaraju	Kentucky	6	60.0%	.345	.239	84
141	Michael Patison	Texas	6	60.0%	.326	.287	84
142	Quinn McGarry	Missouri	7	70.0%	.199	.136	84
143	Wesley Erpelding	Minnesota	7	70.0%	.195	.143	84
144	Darrell Johnson	Arizona	7	70.0%	.181	.167	84
145	Jessica Fleischer	Illinois	7	70.0%	.176	.146	84
146	Jacob O'Rourke	Missouri	7	70.0%	.173	.161	84
147	Talia Fan	Canada	6	60.0%	.342	.359	83
148	Amogh Kulkarni	Georgia	6	60.0%	.334	.221	83
149	Stan Jastrzebski	Indiana	7	70.0%	.198	.148	83
150	Henry Cafaro	Illinois	7	70.0%	.181	.129	83
151	Chauncey Lo	California	7	70.0%	.180	.143	83
152	Ozzie Fallick	California	7	70.0%	.165	.210	83
153	Dan Passner	New Jersey	7	70.0%	.163	.227	83
154	Michael Shang	Maryland	6	60.0%	.312	.239	82
155	Dillon Edwards	Wisconsin	7	70.0%	.162	.163	82
156	Gerry Tansey	Missouri	6	60.0%	.300	.243	81
157	Samuel McCoy	Pennsylvania	7	70.0%	.141	.134	81
158	Elisabeth Evan	Ohio	7	70.0%	.139	.160	81
159	Robert Kilner	Ohio	7	70.0%	.135	.149	81
160	Michael Bentley	Washington	6	60.0%	.287	.281	80
161	James Dowd	Hawaii	6	60.0%	.270	.194	79
162	Amy Whitelaw	Virginia	7	70.0%	.140	.122	79
163	Stephanie Perkins	Missouri	7	70.0%	.115	.126	79
164	Chris Abrams	Nevada	6	60.0%	.277	.191	78
165	Christian Wilson	New York	6	60.0%	.271	.210	78
166	Kaberi Chakrabarty	Illinois	7	70.0%	.120	.111	78
167	Delano Barnes	Texas	7	70.0%	.115	.117	78
168	Daniel DeFelippis	Europe	7	70.0%	.109	.118	78
169	Andy Rossitch	Georgia	7	70.0%	.099	.131	78
170	David Edwards	Illinois	6	60.0%	.279	.247	77
171	Shannon Jamison	Virginia	6	60.0%	.260	.154	77
172	Ryan Luptak	Illinois	6	60.0%	.243	.155	77
173	Paul Campbell	California	7	70.0%	.128	.089	77
174	Paolo Pasco	California	5	50.0%	.452	.308	76
175	Omar Sajjad	California	6	60.0%	.243	.138	76
176	Daniel Chung	California	6	60.0%	.239	.119	76
177	Andrew Medlin	Louisiana	6	60.0%	.229	.200	76
178	Hidehiro Anto	California	7	70.0%	.104	.100	76
179	Lawrence Simon	New York	6	60.0%	.223	.278	75
180	Siddharth Hariharan	Maryland	5	50.0%	.405	.261	74
181	Sarah Benner	Ohio	5	50.0%	.394	.230	74
182	Losha Ndemeno-Tegomoh	Minnesota	6	60.0%	.216	.224	74
183	Jason Laabs	Minnesota	6	60.0%	.206	.166	74
184	Owen Cooper	Alabama	6	60.0%	.201	.166	74
185	Shauna McNally	Canada	6	60.0%	.192	.251	74
186	Michael McPartland	United Kingdom	7	70.0%	.059	.112	74
187	Julian Saddy	Canada	6	60.0%	.203	.144	73
188	Mary Foley	Arizona	6	60.0%	.195	.228	73
189	Garrison Page	Kentucky	6	60.0%	.196	.147	72
190	Edward Sanfrey	Ohio	6	60.0%	.196	.096	72
191	Will Howells	United Kingdom	6	60.0%	.184	.143	72
192	Bobb X. Ha	Texas	5	50.0%	.347	.199	71
193	Chris Becker	Maryland	6	60.0%	.180	.142	71
194	Chuck Yu	Maryland	6	60.0%	.175	.150	71
195	Lauren Cusitello	California	6	60.0%	.167	.228	71
196	James Washick	South Carolina	6	60.0%	.159	.241	71
197	George Atendido	Minnesota	6	60.0%	.154	.175	71
198	Erik Eide	Canada	6	60.0%	.157	.136	70
199	Jenn Tulo	Virginia	6	60.0%	.156	.178	70
200	John Kocsis	Virginia	6	60.0%	.151	.280	70
201	Tristan Clarke	Arizona	5	50.0%	.341	.232	69
202	Zoe Kaperonis	New York	6	60.0%	.150	.197	69
203	Justin Dusaj	Michigan	6	60.0%	.140	.114	69
204	Josh Hill	Arkansas	6	60.0%	.135	.194	69
205	Michael Kettler	Ohio	5	50.0%	.300	.195	68
206	Greg Garbee	Florida	6	60.0%	.138	.107	68
207	Sarah Whisenhunt	Virginia	6	60.0%	.135	.112	68
208	Ben Dillon	Indiana	6	60.0%	.127	.119	68
209	Liz Fujita	Michigan	6	60.0%	.112	.237	68
210	Dawson Owens	Ohio	6	60.0%	.106	.121	67
211	Kenny Peskin	Virginia	6	60.0%	.106	.146	66
212	Suwanna Blakey	Florida	5	50.0%	.270	.205	65
213	Danny Lardner	United Kingdom	5	50.0%	.268	.176	65
214	Brynn Jones	Alabama	5	50.0%	.267	.271	65
215	Ali Filipowicz	Virginia	5	50.0%	.258	.253	65
216	Jason Lai	New York	6	60.0%	.060	.092	64
217	Dan Ni	New York	6	60.0%	.056	.102	64
218	Joshua Levit	Massachusetts	5	50.0%	.246	.170	63
219	James E. Lasker	Texas	5	50.0%	.243	.238	63
220	Nora Denning	Ohio	5	50.0%	.234	.205	63
221	Eric Douglass	South Carolina	6	60.0%	.066	.102	63
222	Zane Placie	Georgia	6	60.0%	.066	.096	63
223	Elizabeth Chang	Washington	5	50.0%	.227	.162	62
224	Andrew Foerster	North Carolina	5	50.0%	.225	.211	62
225	Trevor Greissinger	Wisconsin	5	50.0%	.223	.253	62
226	Paul Villaluz	Nevada	5	50.0%	.219	.126	62
227	Jonathan Pinyan	New Jersey	5	50.0%	.216	.213	62
228	Nate Kane	Arizona	5	50.0%	.217	.147	61
229	Christopher Parsons	Washington	5	50.0%	.205	.158	61
230	Kelly Rabin	Washington	5	50.0%	.180	.131	61
231	Candy Murphy	Virginia	5	50.0%	.190	.185	60
232	Spencer Thrope	Middle East	5	50.0%	.170	.271	59
233	Abel Gilsing	Europe	5	50.0%	.168	.244	59
234	Alex Paskevicius	Canada	5	50.0%	.161	.201	59
235	Natalie Schermer	Washington	5	50.0%	.155	.156	58
236	Tommy Segi	Ohio	5	50.0%	.146	.310	58
237	Lars Melton	Virginia	5	50.0%	.143	.133	58
238	Mick Reinhard	Pennsylvania	5	50.0%	.129	.239	56
239	Mike Myers	California	5	50.0%	.119	.163	56
240	David Snoddon	Canada	5	50.0%	.118	.159	56
241	Daniel Galitsky	District of Columbia	5	50.0%	.113	.138	56
242	Sheldon Wong	Illinois	5	50.0%	.112	.127	56
243	Joe Nutter	Georgia	5	50.0%	.110	.121	56
244	Avery Strangstalien	Wisconsin	5	50.0%	.109	.141	56
245	Nathan Hamer	United Kingdom	4	40.0%	.336	.251	55
246	Brian Morehouse	Connecticut	5	50.0%	.113	.096	55
247	Patrick Carthy	Europe	5	50.0%	.101	.140	55
248	Stephen Ours	Virginia	5	50.0%	.100	.105	55
249	Bryan Householder	Ohio	5	50.0%	.090	.138	55
250	Brad Williams	Wisconsin	5	50.0%	.101	.121	54
251	Cody Donahue	Mississippi	4	40.0%	.296	.184	53
252	Victor Pavao	Massachusetts	4	40.0%	.271	.188	52
253	Aaron Lichtig	Maryland	4	40.0%	.267	.223	52
254	Emily Fletcher	Texas	4	40.0%	.226	.210	50
255	Andrew Fanko	United Kingdom	4	40.0%	.214	.145	50
256	Chris Morin	New York	4	40.0%	.207	.215	49
257	Thomas Credeur	Louisiana	4	40.0%	.189	.218	49
258	Michael Joy	Michigan	4	40.0%	.175	.247	49
259	Naveed Chowdhury	California	4	40.0%	.186	.128	48
260	Stacy Bridgette	West Virginia	4	40.0%	.165	.141	48
261	Maddie Wright	Oklahoma	4	40.0%	.150	.149	47
262	Jessica Chellino	Florida	4	40.0%	.168	.120	46
263	Deb Wells	Pennsylvania	4	40.0%	.136	.225	46
264	Kai Tang	Illinois	3	30.0%	.434	.218	45
265	Christopher Harris	Texas	4	40.0%	.120	.178	45
266	Parth Jagtap	Canada	4	40.0%	.100	.260	44
267	Danielle Long	Illinois	3	30.0%	.372	.244	43
268	Chris Hale	Virginia	4	40.0%	.089	.081	43
269	Cameron Williams	North Carolina	4	40.0%	.080	.250	43
270	Alexander Bandukwala	Illinois	4	40.0%	.074	.087	43
271	Haley Gambrell	South Carolina	4	40.0%	.043	.042	41
272	Jill Heink	Kentucky	3	30.0%	.262	.200	39
273	Matthew Hart	Minnesota	3	30.0%	.247	.271	37
274	Nick Matchen	Illinois	3	30.0%	.223	.120	37
275	Kenneth Martin	Illinois	3	30.0%	.198	.150	37
276	Javas Lal	New Jersey	3	30.0%	.175	.146	36
277	James Carberry	Louisiana	3	30.0%	.183	.107	35
278	Gwen Abrams	Nevada	3	30.0%	.166	.109	35
279	Arlo Lyle	Arkansas	3	30.0%	.107	.268	33
280	Susan Corbus	Illinois	3	30.0%	.029	.027	31
281	Violet Hundt	Wisconsin	3	30.0%	.013	.032	30
282	Haven Crowl	Oklahoma	3	30.0%	.000	.004	30
283	Mason Hauptman	Oklahoma	2	20.0%	.029	.123	20
284	Andrew Almas	Canada	2	20.0%	.000	.081	20
285	Padraig Finan	Washington	1	10.0%	.057	.433	10
286	Jordan Sackmaster	Wisconsin	1	10.0%	.000	.000	10
287	Guan Tong Tay	Asia	0	0.0%	-1.000	.006	0
288	Ravindra Dasari	Nevada	0	0.0%	-1.000	.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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