2023 Popular Culture Week 48

Standings

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#	Player	Region	# Correct	% Correct	Average Correct Celerity	Std. Dev. Celerity	Score
1	Stephen Morrison	Michigan	10	100.0%	.300	.213	134
2	Daniel Chung	California	9	90.0%	.390	.239	130
3	Andy Kravis	New York	10	100.0%	.255	.217	129
4	Jason Hess	Texas	10	100.0%	.254	.236	129
5	Jack Brounstein	Texas	9	90.0%	.343	.238	127
6	Kari Race	Wisconsin	9	90.0%	.336	.253	126
7	Jason Serrano	New York	9	90.0%	.346	.238	125
8	Jack Wolverton	Missouri	9	90.0%	.326	.274	125
9	Tucker Warner	New York	10	100.0%	.233	.146	125
10	Erik Eide	Canada	9	90.0%	.324	.216	123
11	Scott Latchem	California	9	90.0%	.315	.240	123
12	Carlos Hernandez Fisher	Canada	9	90.0%	.314	.245	123
13	Evan Nagler	New York	10	100.0%	.219	.144	123
14	Steven Brown	Virginia	10	100.0%	.205	.139	123
15	Naveed Chowdhury	California	9	90.0%	.304	.244	122
16	Christine Irwin	Canada	10	100.0%	.197	.247	122
17	Jason Sterlacci	New Jersey	10	100.0%	.196	.210	122
18	Daniel Feitel	District of Columbia	9	90.0%	.309	.214	121
19	Kenji Shimizu	Michigan	9	90.0%	.293	.196	121
20	Jeff Frank	Indiana	10	100.0%	.172	.192	119
21	Jack Rousseau	California	9	90.0%	.270	.200	118
22	Devon Edwards	New York	9	90.0%	.273	.260	117
23	Kendall Plapp	New York	9	90.0%	.246	.307	117
24	Scott Aefsky	Massachusetts	9	90.0%	.241	.246	117
25	Craig Moysey	Canada	8	80.0%	.389	.280	116
26	John Presloid	Ohio	9	90.0%	.268	.171	116
27	Drew Scheeler	Ohio	9	90.0%	.268	.236	116
28	David Kiang	Illinois	9	90.0%	.266	.182	116
29	Dillon Edwards	Wisconsin	10	100.0%	.142	.180	116
30	Simon Sweeney	Pennsylvania	9	90.0%	.249	.252	115
31	Andrew Dupont	California	9	90.0%	.246	.170	115
32	Jason Palmer	Ohio	9	90.0%	.249	.204	114
33	Ryan Milowicki	Connecticut	9	90.0%	.244	.222	113
34	Tyler Berry	Canada	9	90.0%	.229	.250	113
35	William Neiswanger	Washington	9	90.0%	.222	.268	113
36	Will Swygart	United Kingdom	9	90.0%	.222	.293	113
37	Mike Varak	Illinois	9	90.0%	.221	.254	112
38	Ramapriya Rangaraju	Kentucky	8	80.0%	.337	.290	111
39	Adam Sapa	Canada	9	90.0%	.208	.249	111
40	Chris Miller	Kentucky	8	80.0%	.329	.174	110
41	James Dowd	Hawaii	8	80.0%	.317	.256	110
42	Steve Bahnaman	North Carolina	9	90.0%	.223	.184	110
43	Alec Chao	District of Columbia	9	90.0%	.204	.238	110
44	Stephen Ours	Virginia	9	90.0%	.194	.144	110
45	Akosua Asante	Canada	8	80.0%	.326	.251	109
46	James Washick	South Carolina	8	80.0%	.307	.249	108
47	Matthew LaMagna	Virginia	8	80.0%	.291	.265	108
48	Matt Smania	Michigan	9	90.0%	.184	.250	108
49	Sean Doyle	Texas	7	70.0%	.445	.312	107
50	Ryan Manton	Ohio	8	80.0%	.302	.257	107
51	Paul Campbell	California	8	80.0%	.300	.160	106
52	Brian Lipinski	District of Columbia	8	80.0%	.278	.228	106
53	Finn Bender	Wisconsin	8	80.0%	.274	.252	106
54	Harry White	Virginia	8	80.0%	.273	.291	106
55	Alex Paskevicius	Canada	8	80.0%	.273	.279	106
56	Jonathan Pinyan	New Jersey	9	90.0%	.156	.155	106
57	Benjamin Kitchen	Colorado	8	80.0%	.277	.181	105
58	Theo Howe	United Kingdom	8	80.0%	.263	.238	105
59	Sean Calhoun	Iowa	8	80.0%	.276	.135	104
60	Lauren Manton	Ohio	8	80.0%	.266	.260	104
61	Jeremy Tsai	New Jersey	8	80.0%	.253	.202	104
62	Robert Kilner	Ohio	9	90.0%	.143	.124	104
63	Alex Schmidt	Pennsylvania	8	80.0%	.262	.189	103
64	Andrew Fisher	United Kingdom	8	80.0%	.258	.137	103
65	Stephen Liu	California	8	80.0%	.257	.174	103
66	Jared Cubilla	Canada	8	80.0%	.243	.252	103
67	Will Johnson	Virginia	8	80.0%	.246	.186	102
68	Tim Crockett	Washington	9	90.0%	.151	.179	102
69	Andrew Foerster	North Carolina	9	90.0%	.138	.134	102
70	Mazin Omer	Massachusetts	7	70.0%	.378	.252	101
71	Dan Puma	Illinois	7	70.0%	.371	.242	101
72	McKinnie Lee Sizemore	Florida	8	80.0%	.249	.146	101
73	Kenny Peskin	Virginia	8	80.0%	.241	.157	101
74	Aaron Dos Remedios	Canada	8	80.0%	.231	.260	101
75	Michael Bentley	Washington	8	80.0%	.226	.246	101
76	William Travis	Texas	7	70.0%	.378	.232	100
77	Jesse Tow	Illinois	8	80.0%	.224	.183	100
78	Justin Dusaj	Michigan	8	80.0%	.221	.247	100
79	Joseph Langas	Texas	8	80.0%	.208	.209	100
80	Derek Martz	Illinois	7	70.0%	.358	.232	99
81	Charlie Fritz	Illinois	8	80.0%	.217	.191	99
82	Michael Patison	Texas	8	80.0%	.215	.173	99
83	Amy Whitelaw	Virginia	8	80.0%	.210	.182	99
84	Benjamin Livingston	Minnesota	8	80.0%	.208	.185	99
85	Tom Minard	Canada	8	80.0%	.203	.213	99
86	Bobb X. Ha	Texas	7	70.0%	.354	.236	98
87	Dan Passner	New Jersey	9	90.0%	.069	.169	98
88	Michael Kettler	Ohio	7	70.0%	.311	.293	97
89	Matthew Marcus	Oregon	8	80.0%	.204	.246	97
90	Arlo Lyle	Arkansas	8	80.0%	.181	.242	97
91	Ryan Luptak	Illinois	8	80.0%	.191	.139	96
92	Radu Popescu	Canada	8	80.0%	.181	.169	96
93	Stan Jastrzebski	Indiana	8	80.0%	.178	.177	96
94	Erik Christensen	Canada	8	80.0%	.169	.208	96
95	Jenn Tulo	Virginia	8	80.0%	.174	.168	95
96	Christopher Parsons	Washington	8	80.0%	.169	.153	95
97	Erik Nickels	California	8	80.0%	.169	.220	94
98	Ali Filipowicz	Virginia	7	70.0%	.300	.166	93
99	Joey Goldman	United Kingdom	7	70.0%	.279	.288	93
100	John Kocsis	Virginia	8	80.0%	.154	.178	93
101	Jason Lai	New York	8	80.0%	.140	.146	93
102	Kevin Lei	Canada	7	70.0%	.286	.255	92
103	Ozzie Fallick	California	7	70.0%	.278	.217	92
104	Daniel Jude	California	7	70.0%	.276	.207	92
105	Andrew Medlin	Louisiana	7	70.0%	.272	.259	92
106	Shannon Jamison	Virginia	8	80.0%	.161	.161	92
107	Russ Hart	New York	8	80.0%	.142	.147	92
108	Evan Knox	North Carolina	7	70.0%	.259	.193	91
109	Myron Meyer	South Dakota	7	70.0%	.259	.315	91
110	Michael Turner	South Carolina	7	70.0%	.253	.193	91
111	Ben Smith	Canada	8	80.0%	.141	.140	91
112	Kane Keller	Louisiana	7	70.0%	.270	.261	90
113	Darrell Johnson	Arizona	7	70.0%	.260	.239	90
114	Jenna Hull	California	7	70.0%	.257	.166	90
115	Lynn Yu	California	7	70.0%	.251	.223	90
116	Gerry Tansey	Missouri	7	70.0%	.243	.169	90
117	Max Smiley	California	8	80.0%	.133	.248	90
118	Mike Myers	California	7	70.0%	.250	.230	89
119	Brynn Jones	Alabama	7	70.0%	.250	.224	89
120	Sirisha Bendapudi	Pennsylvania	7	70.0%	.222	.249	89
121	Chris Abrams	Nevada	7	70.0%	.249	.183	88
122	Seoan Webb	United Kingdom	7	70.0%	.242	.162	88
123	Lawrence Simon	New York	7	70.0%	.234	.236	88
124	John Riss	Illinois	7	70.0%	.230	.306	88
125	Omar Sajjad	California	7	70.0%	.228	.146	88
126	Matthew Askins	Arizona	8	80.0%	.081	.171	88
127	Clifford Galiher	California	6	60.0%	.368	.262	87
128	Mick Reinhard	Pennsylvania	7	70.0%	.227	.203	87
129	Sarah Whisenhunt	Virginia	7	70.0%	.224	.182	87
130	Elisabeth Evan	Ohio	7	70.0%	.213	.156	87
131	Aiden Benshimol	Massachusetts	8	80.0%	.087	.127	87
132	Henry Cafaro	Illinois	6	60.0%	.359	.207	86
133	Randall Eng	New York	6	60.0%	.355	.230	86
134	Michael McPartland	United Kingdom	7	70.0%	.227	.183	86
135	Julian Saddy	Canada	7	70.0%	.219	.231	86
136	Spencer Thrope	Middle East	7	70.0%	.192	.194	86
137	Thomas Credeur	Louisiana	7	70.0%	.191	.189	85
138	Rahul Rao-Pothuraju	New York	7	70.0%	.189	.195	85
139	Andrew Fanko	United Kingdom	7	70.0%	.181	.155	85
140	Nick Matchen	Illinois	7	70.0%	.199	.149	84
141	Michael Olson	Minnesota	7	70.0%	.184	.127	84
142	Daniel Ogburn	Virginia	7	70.0%	.172	.232	84
143	Brian Morehouse	Connecticut	7	70.0%	.164	.192	84
144	Talia Fan	Canada	8	80.0%	.067	.070	84
145	Michael Arjona	Georgia	8	80.0%	.055	.107	84
146	Brian Hamilton	Oregon	7	70.0%	.181	.202	83
147	Losha Ndemeno-Tegomoh	Minnesota	7	70.0%	.175	.179	83
148	Delano Barnes	Texas	8	80.0%	.032	.086	83
149	Ned Tagtmeier	Illinois	6	60.0%	.310	.277	82
150	Jordan Brown	Colorado	7	70.0%	.157	.299	82
151	Brad Williams	Wisconsin	6	60.0%	.315	.266	81
152	Paolo Pasco	California	6	60.0%	.294	.247	81
153	Matthew Marcotte	California	6	60.0%	.303	.219	80
154	Adam Escandell	Texas	6	60.0%	.295	.255	80
155	Ewan Munro	Australia & Oceania	6	60.0%	.275	.186	80
156	Paul Villaluz	Nevada	7	70.0%	.155	.149	80
157	John Petrovich	Indiana	6	60.0%	.275	.229	79
158	Zoe Kaperonis	New York	6	60.0%	.273	.281	79
159	Siddharth Hariharan	Maryland	6	60.0%	.273	.302	79
160	Owen Cooper	Alabama	6	60.0%	.266	.214	78
161	Michael Joy	Michigan	6	60.0%	.255	.248	78
162	Tommy Segi	Ohio	7	70.0%	.110	.128	78
163	George Atendido	Minnesota	7	70.0%	.110	.150	78
164	Danny Lardner	United Kingdom	6	60.0%	.253	.226	77
165	Henry Blyth	Ohio	6	60.0%	.251	.280	77
166	James Denning	Ohio	6	60.0%	.246	.182	77
167	Kyle Kahan	California	6	60.0%	.243	.242	77
168	Edward Sanfrey	Ohio	7	70.0%	.090	.148	77
169	Joe Nutter	Georgia	6	60.0%	.238	.250	76
170	Stephanie Perkins	Missouri	6	60.0%	.226	.198	76
171	Jonathan Hugendubler	Maryland	7	70.0%	.095	.086	76
172	Tristan Clarke	Arizona	7	70.0%	.078	.160	75
173	Darren Petrosino	New Jersey	7	70.0%	.068	.121	75
174	Nicholas Harrison	Canada	6	60.0%	.205	.197	74
175	Alex Dzurick	Missouri	6	60.0%	.192	.147	74
176	Pete Pfutzenreuter	Minnesota	6	60.0%	.211	.167	73
177	Nate Kane	Arizona	6	60.0%	.205	.158	73
178	Greg Garbee	Florida	6	60.0%	.201	.174	73
179	Gwen Abrams	Nevada	6	60.0%	.197	.174	73
180	Matthew Grieco	New York	6	60.0%	.193	.181	73
181	Daniel White	Washington	6	60.0%	.193	.235	73
182	Candy Murphy	Virginia	6	60.0%	.186	.191	73
183	Mike Malloy	Wisconsin	5	50.0%	.384	.254	72
184	Jordan Brownstein	Virginia	5	50.0%	.380	.260	72
185	Liam Buck	Minnesota	6	60.0%	.201	.168	72
186	Nate Muckley	Illinois	6	60.0%	.200	.170	72
187	Kelly Rabin	Washington	6	60.0%	.183	.187	72
188	Shauna McNally	Canada	6	60.0%	.189	.207	71
189	David Edwards	Illinois	6	60.0%	.178	.172	71
190	Michael Coates	Idaho	6	60.0%	.177	.147	71
191	Chauncey Lo	California	6	60.0%	.176	.159	71
192	Daniel DeFelippis	Europe	6	60.0%	.159	.234	71
193	Joshua Levit	Massachusetts	6	60.0%	.176	.158	70
194	Garrison Page	Kentucky	6	60.0%	.163	.207	70
195	Kenneth Martin	Illinois	6	60.0%	.140	.142	68
196	Chris Hale	Virginia	6	60.0%	.134	.123	68
197	Frank Grabowski	Pennsylvania	5	50.0%	.307	.167	67
198	Jackson Todd	Georgia	5	50.0%	.305	.219	67
199	Anthony Peek	Louisiana	5	50.0%	.304	.163	67
200	JinAh Kim	Virginia	5	50.0%	.285	.259	67
201	Hidehiro Anto	California	5	50.0%	.276	.245	67
202	Kevin McCabe	Colorado	6	60.0%	.118	.136	67
203	Lars Melton	Virginia	6	60.0%	.118	.219	67
204	Dibyo Haldar	Asia	6	60.0%	.099	.141	67
205	Jack Garrison	Ohio	6	60.0%	.124	.112	66
206	Jessica Fleischer	Illinois	6	60.0%	.114	.126	66
207	Quinn McGarry	Missouri	5	50.0%	.273	.149	65
208	Eric Douglass	South Carolina	5	50.0%	.271	.141	65
209	Ben Dillon	Indiana	6	60.0%	.116	.117	65
210	Lauren Cusitello	California	6	60.0%	.095	.121	65
211	Jessica Chellino	Florida	6	60.0%	.095	.070	65
212	Samuel McCoy	Pennsylvania	6	60.0%	.084	.118	65
213	Raul Passement	Texas	6	60.0%	.074	.149	65
214	Will Singleton	Ohio	5	50.0%	.258	.302	64
215	Christopher Harris	Texas	5	50.0%	.246	.171	64
216	Ashwath Seetharaman	Texas	6	60.0%	.094	.096	64
217	Matt Rossitch	Georgia	6	60.0%	.048	.096	63
218	Jacob O'Rourke	Missouri	6	60.0%	.053	.063	62
219	Deleena Simon	Michigan	6	60.0%	.037	.076	62
220	Andrew Almas	Canada	5	50.0%	.209	.159	61
221	Ryan Hemmel	California	5	50.0%	.189	.140	61
222	Nora Denning	Ohio	5	50.0%	.193	.211	60
223	Connor Teevens	Michigan	5	50.0%	.183	.134	60
224	Suwanna Blakey	Florida	5	50.0%	.172	.166	60
225	Elizabeth Chang	Washington	5	50.0%	.169	.195	60
226	Donna Welling	Alabama	5	50.0%	.183	.172	59
227	James Carberry	Louisiana	5	50.0%	.172	.118	59
228	Gail Celio	Minnesota	5	50.0%	.156	.215	59
229	Jimmy Dunn	Michigan	5	50.0%	.155	.154	59
230	Sofia Pralle	Washington	5	50.0%	.173	.152	58
231	Josh Hill	Arkansas	5	50.0%	.157	.119	58
232	Will Howells	United Kingdom	5	50.0%	.155	.174	58
233	Shao-Yun Guo	Illinois	5	50.0%	.149	.154	58
234	Jill Heink	Kentucky	4	40.0%	.339	.237	57
235	Trevor Greissinger	Wisconsin	4	40.0%	.336	.307	57
236	James E. Lasker	Texas	5	50.0%	.139	.124	57
237	Matt Coleman	Washington	5	50.0%	.135	.262	57
238	Wesley Erpelding	Minnesota	5	50.0%	.127	.144	57
239	David Snoddon	Canada	5	50.0%	.104	.120	55
240	Bryan Householder	Ohio	5	50.0%	.082	.120	55
241	Sheldon Wong	Illinois	5	50.0%	.090	.121	54
242	Abel Gilsing	Europe	5	50.0%	.079	.123	54
243	Lee Henry	Alabama	4	40.0%	.286	.323	53
244	Siddarth Kumar	Indiana	4	40.0%	.279	.237	53
245	Curtis Roselle	Illinois	5	50.0%	.059	.084	53
246	Holland Riddell	Kentucky	5	50.0%	.052	.073	53
247	Daniel Galitsky	District of Columbia	5	50.0%	.049	.087	53
248	Tony Chen	Canada	4	40.0%	.286	.296	52
249	Michael Shang	Maryland	5	50.0%	.080	.072	52
250	Zane Placie	Georgia	5	50.0%	.056	.056	52
251	Andrey Goder	California	5	50.0%	.038	.085	52
252	Andy Rossitch	Georgia	5	50.0%	.032	.056	52
253	Sarah Benner	Ohio	4	40.0%	.233	.171	50
254	Aaron Lichtig	Maryland	4	40.0%	.210	.168	49
255	Cameron Williams	North Carolina	4	40.0%	.209	.157	48
256	Dawson Owens	Ohio	4	40.0%	.192	.264	48
257	Susan Corbus	Illinois	4	40.0%	.177	.182	48
258	Arjun Sivakumar	California	4	40.0%	.182	.158	47
259	Jonathan Hunter	Florida	4	40.0%	.163	.123	47
260	Molly Risley	Tennessee	4	40.0%	.154	.131	47
261	Ben Tuxhorn	Illinois	4	40.0%	.142	.143	46
262	Nathan Hamer	United Kingdom	4	40.0%	.139	.120	46
263	David Cruickshank	United Kingdom	4	40.0%	.134	.144	45
264	Rebecca Thomas	Georgia	4	40.0%	.123	.121	45
265	Stacy Bridgette	West Virginia	4	40.0%	.121	.138	45
266	Cody Donahue	Mississippi	4	40.0%	.116	.134	45
267	Anthony DiCarlo	California	3	30.0%	.398	.251	44
268	Ben Stalets	Illinois	4	40.0%	.059	.297	43
269	Tomás Aguilar-Fraga	California	3	30.0%	.374	.164	42
270	Alexander Bandukwala	Illinois	3	30.0%	.320	.416	41
271	Dan Ni	New York	3	30.0%	.307	.260	41
272	Kai Tang	Illinois	3	30.0%	.266	.199	39
273	Victor Pavao	Massachusetts	3	30.0%	.210	.237	37
274	Mark Morris	Alabama	3	30.0%	.209	.131	37
275	Danielle Long	Illinois	3	30.0%	.172	.162	36
276	Emily Fletcher	Texas	3	30.0%	.127	.115	33
277	Liz Fujita	Michigan	3	30.0%	.094	.115	33
278	Carson Blaney	Illinois	3	30.0%	.093	.106	33
279	Steve Charnick	New Jersey	3	30.0%	.089	.078	32
280	Nora Elder	Illinois	3	30.0%	.074	.103	32
281	Suna Tabag	Illinois	3	30.0%	.060	.262	32
282	Parth Jagtap	Canada	2	20.0%	.394	.289	30
283	Natalie Schermer	Washington	3	30.0%	.039	.029	30
284	Avery Strangstalien	Wisconsin	2	20.0%	.224	.119	24
285	Scott Oberstaedt	Virginia	2	40.0%	.197	.214	24
286	Sinecio Morales	Maryland	2	20.0%	.133	.112	22
287	Mary Foley	Arizona	2	20.0%	.037	.037	20
288	Valerie Ogonor	Georgia	2	20.0%	.029	.018	20
289	Holden Nichols	Illinois	2	20.0%	.000	.000	20
290	Peter Donarum	Maryland	2	20.0%	.000	.000	20
291	Max Perrin	Illinois	1	10.0%	.159	.065	12
292	Louis Johnson	Alabama	1	10.0%	.038	-1.000	10
293	Debarghya Das	Illinois	1	10.0%	.014	.144	10
294	Lemuel Chan	Illinois	1	10.0%	.000	.000	10
295	Guan Tong Tay	Asia	0	0.0%	-1.000	.009	0
296	Violet Hundt	Wisconsin	0	0.0%	-1.000	.199	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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