2023 Popular Culture Week 30

Standings

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#	Player	Region	# Correct	% Correct	Average Correct Celerity	Std. Dev. Celerity	Score
1	Steve Bahnaman	North Carolina	9	90.0%	.437	.219	137
2	Benjamin Kitchen	Colorado	10	100.0%	.304	.147	136
3	Jason Hess	Texas	10	100.0%	.306	.107	135
4	Jason Sterlacci	New Jersey	10	100.0%	.300	.193	135
5	Aaron Dos Remedios	Canada	10	100.0%	.286	.177	133
6	Steven Brown	Virginia	10	100.0%	.282	.254	133
7	Matthew Marcotte	California	9	90.0%	.392	.169	131
8	David Kiang	Illinois	10	100.0%	.274	.183	131
9	Alex Schmidt	Pennsylvania	9	90.0%	.355	.275	129
10	Kyle Kahan	California	10	100.0%	.253	.159	128
11	McKinnie Lee Sizemore	Florida	9	90.0%	.340	.186	127
12	John Lance	Colorado	10	100.0%	.243	.167	127
13	Derek Martz	Illinois	9	90.0%	.358	.182	126
14	Chris Ottolino	Missouri	9	90.0%	.344	.215	126
15	Seoan Webb	United Kingdom	10	100.0%	.238	.146	126
16	Erik Christensen	Canada	9	90.0%	.335	.205	125
17	Anthony DiCarlo	California	9	90.0%	.328	.266	124
18	Finn Bender	Wisconsin	9	90.0%	.314	.295	124
19	Kenji Shimizu	Michigan	10	100.0%	.210	.128	123
20	Julian Saddy	Canada	10	100.0%	.209	.197	123
21	Ryan Milowicki	Connecticut	8	80.0%	.419	.206	121
22	Harley Andrew	Wisconsin	9	90.0%	.288	.178	121
23	Rahul Rao-Pothuraju	New York	9	90.0%	.283	.262	121
24	Parth Jagtap	Canada	8	80.0%	.422	.218	120
25	Deleena Simon	Michigan	9	90.0%	.284	.249	120
26	Matthew LaMagna	Virginia	10	100.0%	.185	.173	120
27	Brynn Jones	Alabama	9	90.0%	.288	.186	119
28	Michael McPartland	United Kingdom	10	100.0%	.176	.147	119
29	Lynn Yu	California	9	90.0%	.276	.200	118
30	Jack Rousseau	California	8	80.0%	.393	.226	117
31	Kent Buxton	Maryland	9	90.0%	.269	.180	117
32	Greg Peterson	Illinois	9	90.0%	.260	.254	117
33	Logan Anbinder	Maryland	9	90.0%	.260	.181	116
34	Tucker Warner	New York	9	90.0%	.257	.198	116
35	Lars Melton	Virginia	9	90.0%	.250	.212	116
36	Lee Henry	Alabama	9	90.0%	.249	.227	116
37	Christine Irwin	Canada	10	100.0%	.143	.172	116
38	Gail Celio	Minnesota	8	80.0%	.368	.215	115
39	Brian Lipinski	District of Columbia	9	90.0%	.253	.177	115
40	Kendall Plapp	New York	9	90.0%	.249	.262	115
41	Drew Scheeler	Ohio	9	90.0%	.249	.168	115
42	Nate Muckley	Illinois	9	90.0%	.237	.196	114
43	Ozzie Fallick	California	9	90.0%	.222	.233	114
44	Ramapriya Rangaraju	Kentucky	9	90.0%	.227	.225	113
45	Max Smiley	California	8	80.0%	.341	.236	112
46	Jack Wolverton	Missouri	9	90.0%	.222	.205	112
47	David Cruickshank	United Kingdom	10	100.0%	.127	.125	112
48	Scott Latchem	California	8	80.0%	.324	.273	111
49	Tracey Hickman	Oklahoma	9	90.0%	.205	.246	111
50	Gwen Abrams	Nevada	9	90.0%	.194	.169	110
51	Clifford Galiher	California	8	80.0%	.315	.268	109
52	Michael Patison	Texas	9	90.0%	.193	.208	109
53	Naveed Chowdhury	California	9	90.0%	.169	.172	108
54	Robert Kilner	Ohio	10	100.0%	.077	.138	108
55	Patrick Carthy	Europe	9	90.0%	.182	.097	107
56	Sean Calhoun	Iowa	9	90.0%	.180	.125	107
57	Scott Aefsky	Massachusetts	9	90.0%	.169	.168	107
58	Chris Abrams	Nevada	8	80.0%	.294	.149	106
59	Evan Nagler	New York	8	80.0%	.291	.212	106
60	Alec Chao	District of Columbia	8	80.0%	.289	.175	106
61	Harry White	Virginia	8	80.0%	.285	.233	106
62	Quinn McGarry	Missouri	8	80.0%	.280	.194	106
63	Tomás Aguilar-Fraga	California	9	90.0%	.185	.120	106
64	Ashwath Seetharaman	Texas	9	90.0%	.157	.157	106
65	Sofia Pralle	Washington	8	80.0%	.282	.301	105
66	William Neiswanger	Washington	8	80.0%	.276	.243	105
67	Jared Cubilla	Canada	8	80.0%	.273	.190	105
68	Michael Turner	South Carolina	8	80.0%	.264	.222	105
69	Matt Smania	Michigan	9	90.0%	.165	.148	105
70	Jack Brounstein	Texas	7	70.0%	.401	.184	104
71	Jonathan Pinyan	New Jersey	8	80.0%	.279	.196	104
72	Charlie Fritz	Illinois	8	80.0%	.268	.164	104
73	Pranav Veluri	Indiana	8	80.0%	.267	.183	104
74	Michael Kettler	Ohio	8	80.0%	.261	.236	104
75	Jeremy Tsai	New Jersey	9	90.0%	.141	.211	104
76	Paolo Pasco	California	8	80.0%	.265	.161	103
77	Josh Walker	Ohio	8	80.0%	.265	.194	103
78	Frank Grabowski	Pennsylvania	9	90.0%	.149	.146	103
79	Joseph Langas	Texas	9	90.0%	.143	.126	103
80	Akosua Asante	Canada	9	90.0%	.122	.154	103
81	Stephen Morrison	Michigan	8	80.0%	.252	.238	102
82	Daniel Jude	California	8	80.0%	.242	.138	102
83	Andy Kravis	New York	8	80.0%	.240	.260	102
84	Connor Teevens	Michigan	8	80.0%	.224	.186	100
85	Jesse Tow	Illinois	8	80.0%	.219	.186	100
86	Talia Fan	Canada	9	90.0%	.125	.118	100
87	Joey Goldman	United Kingdom	9	90.0%	.101	.128	100
88	Delano Barnes	Texas	9	90.0%	.098	.150	100
89	Ryan Hemmel	California	7	70.0%	.353	.123	99
90	Daniel Chung	California	8	80.0%	.228	.226	99
91	Tim Crockett	Washington	8	80.0%	.212	.184	99
92	Daniel Feitel	District of Columbia	7	70.0%	.351	.215	98
93	Jason Serrano	New York	7	70.0%	.348	.243	98
94	Darrell Johnson	Arizona	8	80.0%	.207	.217	98
95	Adam Sapa	Canada	8	80.0%	.207	.151	98
96	Stephen Ours	Virginia	8	80.0%	.194	.175	98
97	Dan Puma	Illinois	7	70.0%	.344	.235	97
98	Lauren Manton	Ohio	8	80.0%	.208	.120	97
99	Radu Popescu	Canada	7	70.0%	.317	.215	96
100	Bobb X. Ha	Texas	7	70.0%	.317	.215	96
101	Will Johnson	Virginia	8	80.0%	.181	.171	96
102	Jenna Hull	California	8	80.0%	.180	.182	96
103	Erik Nickels	California	8	80.0%	.207	.175	95
104	William Marshall	Alabama	8	80.0%	.180	.158	95
105	Tom Minard	Canada	8	80.0%	.170	.140	95
106	Brad Williams	Wisconsin	8	80.0%	.154	.172	94
107	Theo Howe	United Kingdom	8	80.0%	.154	.172	94
108	Anthony Peek	Louisiana	7	70.0%	.293	.218	93
109	James Washick	South Carolina	7	70.0%	.285	.250	93
110	Benjamin Livingston	Minnesota	7	70.0%	.284	.246	93
111	Shannon Jamison	Virginia	7	70.0%	.270	.233	93
112	Dillon Edwards	Wisconsin	8	80.0%	.173	.109	93
113	John Presloid	Ohio	8	80.0%	.171	.082	93
114	Danny Lardner	United Kingdom	8	80.0%	.166	.174	93
115	Dibyo Haldar	Asia	9	90.0%	.047	.091	93
116	Andrew Medlin	Louisiana	9	90.0%	.042	.061	93
117	James Dowd	Hawaii	7	70.0%	.274	.164	92
118	Michael Arjona	Georgia	7	70.0%	.263	.263	92
119	Jason Palmer	Ohio	7	70.0%	.258	.234	92
120	Ryan Luptak	Illinois	8	80.0%	.156	.141	92
121	Kevin Lei	Canada	8	80.0%	.147	.210	92
122	Hidehiro Anto	California	8	80.0%	.135	.165	92
123	Kari Race	Wisconsin	7	70.0%	.272	.229	91
124	Jordan Brownstein	Virginia	7	70.0%	.257	.265	91
125	John Kocsis	Virginia	8	80.0%	.153	.121	91
126	Elisabeth Evan	Ohio	7	70.0%	.258	.173	90
127	Craig Moysey	Canada	7	70.0%	.256	.142	90
128	Joshua Levit	Massachusetts	7	70.0%	.242	.163	90
129	Jason Lai	New York	8	80.0%	.128	.135	90
130	Gerry Tansey	Missouri	7	70.0%	.250	.207	89
131	Matthew Grieco	New York	7	70.0%	.234	.173	89
132	Matthew Hart	Minnesota	8	80.0%	.114	.149	89
133	Henry Cafaro	Illinois	7	70.0%	.242	.203	88
134	Ewan Munro	Australia & Oceania	7	70.0%	.233	.226	88
135	Adam Escandell	Texas	7	70.0%	.227	.234	87
136	Matt Coleman	Washington	7	70.0%	.226	.174	87
137	Russ Hart	New York	8	80.0%	.080	.107	87
138	Andrew Dupont	California	7	70.0%	.232	.218	86
139	Sarah Whisenhunt	Virginia	7	70.0%	.214	.177	86
140	Candy Murphy	Virginia	7	70.0%	.196	.207	86
141	Henry Blyth	Ohio	7	70.0%	.184	.207	86
142	Paul Villaluz	Nevada	7	70.0%	.218	.198	85
143	Will Swygart	United Kingdom	7	70.0%	.212	.130	85
144	Andrey Goder	California	7	70.0%	.205	.170	85
145	Garrison Page	Kentucky	7	70.0%	.197	.159	85
146	Alex Dzurick	Missouri	7	70.0%	.189	.254	85
147	Ali Filipowicz	Virginia	7	70.0%	.186	.188	85
148	Matthew Askins	Arizona	8	80.0%	.062	.123	85
149	Jimmy Dunn	Michigan	6	60.0%	.333	.297	84
150	Kane Keller	Louisiana	7	70.0%	.198	.132	84
151	Christopher Parsons	Washington	7	70.0%	.191	.111	84
152	Chris Becker	Maryland	7	70.0%	.169	.153	84
153	Andrew Fanko	United Kingdom	8	80.0%	.069	.062	84
154	Myron Meyer	South Dakota	6	60.0%	.339	.251	83
155	Andrew Fisher	United Kingdom	7	70.0%	.192	.180	83
156	Josh Hill	Arkansas	7	70.0%	.176	.232	83
157	Jonathan Hunter	Florida	7	70.0%	.167	.272	83
158	Darren Petrosino	New Jersey	7	70.0%	.164	.223	83
159	Alex Paskevicius	Canada	7	70.0%	.145	.157	82
160	Kaberi Chakrabarty	Illinois	7	70.0%	.143	.160	82
161	Jill Heink	Kentucky	8	80.0%	.049	.055	82
162	Rachael Peters	Michigan	8	80.0%	.026	.037	82
163	Jacob O'Rourke	Missouri	7	70.0%	.164	.164	81
164	Mick Reinhard	Pennsylvania	7	70.0%	.152	.154	81
165	Joe Nutter	Georgia	8	80.0%	.062	.042	81
166	Michael Olson	Minnesota	6	60.0%	.290	.251	80
167	Stan Jastrzebski	Indiana	6	60.0%	.283	.225	80
168	Lauren Cusitello	California	7	70.0%	.141	.133	80
169	George Atendido	Minnesota	7	70.0%	.140	.132	80
170	Cari Milowicki	Ohio	6	60.0%	.292	.243	79
171	Jack Van Nostrand	Canada	6	60.0%	.271	.246	79
172	Michael Bentley	Washington	6	60.0%	.267	.216	79
173	Thomas Credeur	Louisiana	7	70.0%	.134	.157	79
174	Ben Smith	Canada	7	70.0%	.134	.130	79
175	Andy Brown	Illinois	7	70.0%	.121	.164	79
176	James Kang	California	7	70.0%	.120	.139	79
177	Simon Sweeney	Pennsylvania	6	60.0%	.265	.189	78
178	Lawrence Simon	New York	6	60.0%	.261	.259	78
179	Randall Eng	New York	6	60.0%	.260	.202	78
180	Chris Hale	Virginia	6	60.0%	.259	.166	78
181	Eric Douglass	South Carolina	6	60.0%	.257	.236	78
182	JinAh Kim	Virginia	7	70.0%	.119	.110	78
183	David Snoddon	Canada	7	70.0%	.113	.128	78
184	James Carberry	Louisiana	7	70.0%	.105	.157	78
185	Jessica Fleischer	Illinois	7	70.0%	.104	.137	78
186	Chris Miller	Kentucky	5	50.0%	.465	.273	77
187	Devon Edwards	New York	6	60.0%	.270	.198	77
188	Elizabeth Chang	Washington	6	60.0%	.260	.192	77
189	Cameron Williams	North Carolina	7	70.0%	.090	.135	77
190	Jeff Frank	Indiana	5	50.0%	.419	.317	76
191	David Edwards	Illinois	6	60.0%	.243	.182	76
192	Mary Foley	Arizona	6	60.0%	.242	.173	76
193	Nate Kane	Arizona	6	60.0%	.236	.189	76
194	Mitchell Rimerman	District of Columbia	6	60.0%	.233	.191	76
195	William Travis	Texas	6	60.0%	.229	.197	76
196	Alex Tabor	Virginia	7	70.0%	.104	.119	76
197	Mike Myers	California	6	60.0%	.228	.219	75
198	Spencer Thrope	Middle East	6	60.0%	.214	.227	74
199	Tyler Berry	Canada	6	60.0%	.209	.186	74
200	Stephen Liu	California	6	60.0%	.202	.228	74
201	John Riss	Illinois	6	60.0%	.202	.188	73
202	Jackson Todd	Georgia	6	60.0%	.191	.118	73
203	Owen Cooper	Alabama	6	60.0%	.189	.209	73
204	Matthew Marcus	Oregon	6	60.0%	.189	.168	73
205	Avery Strangstalien	Wisconsin	6	60.0%	.181	.163	72
206	Stephanie Perkins	Missouri	6	60.0%	.177	.186	72
207	Daniel DeFelippis	Europe	7	70.0%	.037	.057	72
208	Tommy Segi	Ohio	7	70.0%	.033	.049	72
209	Kenneth Martin	Illinois	6	60.0%	.177	.165	71
210	Carlos Hernandez Fisher	Canada	5	50.0%	.344	.219	70
211	Nick Matchen	Illinois	6	60.0%	.162	.148	70
212	Deb Wells	Pennsylvania	6	60.0%	.159	.124	70
213	Daniel White	Washington	6	60.0%	.155	.170	70
214	Jonathan Hugendubler	Maryland	7	70.0%	.013	.023	70
215	Omar Sajjad	California	6	60.0%	.161	.168	69
216	Greg Garbee	Florida	6	60.0%	.154	.118	69
217	Paul Campbell	California	6	60.0%	.149	.202	69
218	Dawson Owens	Ohio	6	60.0%	.142	.161	69
219	Evan Knox	North Carolina	6	60.0%	.138	.139	68
220	Jenn Tulo	Virginia	6	60.0%	.123	.100	68
221	Shauna McNally	Canada	6	60.0%	.122	.136	68
222	Alexander Bandukwala	Illinois	6	60.0%	.121	.160	68
223	Erik Eide	Canada	5	50.0%	.292	.258	67
224	Dan Passner	New Jersey	5	50.0%	.283	.272	67
225	Zoe Kaperonis	New York	6	60.0%	.118	.172	67
226	Connor Gozycki	North Carolina	6	60.0%	.117	.131	67
227	Mazin Omer	Massachusetts	5	50.0%	.290	.132	66
228	Natalie Schermer	Washington	6	60.0%	.088	.125	66
229	Kelly Rabin	Washington	6	60.0%	.105	.210	65
230	Trevor Greissinger	Wisconsin	6	60.0%	.085	.097	65
231	Nathan Hamer	United Kingdom	6	60.0%	.064	.126	64
232	Kevin McCabe	Colorado	6	60.0%	.059	.143	64
233	Brian Hamilton	Oregon	5	50.0%	.224	.257	63
234	Andrew Foerster	North Carolina	5	50.0%	.213	.184	63
235	Daniel Galitsky	District of Columbia	6	60.0%	.057	.095	63
236	James E. Lasker	Texas	5	50.0%	.225	.137	62
237	Arlo Lyle	Arkansas	5	50.0%	.208	.160	61
238	Will Howells	United Kingdom	5	50.0%	.186	.184	61
239	James Denning	Ohio	5	50.0%	.184	.148	61
240	Danielle Long	Illinois	6	60.0%	.021	.195	61
241	Scott Oberstaedt	Virginia	5	50.0%	.146	.240	58
242	Kenny Peskin	Virginia	5	50.0%	.151	.122	57
243	Edward Sanfrey	Ohio	5	50.0%	.144	.110	57
244	Michael Joy	Michigan	5	50.0%	.144	.110	56
245	Amy Whitelaw	Virginia	5	50.0%	.119	.203	56
246	Andrew Almas	Canada	5	50.0%	.114	.172	56
247	Cody Donahue	Mississippi	5	50.0%	.109	.135	56
248	Chuck Yu	Maryland	5	50.0%	.106	.217	55
249	Losha Ndemeno-Tegomoh	Minnesota	5	50.0%	.111	.101	54
250	Tony Chen	Canada	4	40.0%	.296	.228	53
251	Kai Tang	Illinois	5	50.0%	.071	.081	53
252	Abel Gilsing	Europe	4	40.0%	.262	.140	52
253	Brian Morehouse	Connecticut	4	40.0%	.229	.162	51
254	Bryan Householder	Ohio	4	40.0%	.220	.136	51
255	Michael Shang	Maryland	5	50.0%	.040	.195	51
256	Kyle Morehouse	Connecticut	5	50.0%	.040	.161	50
257	Violet Hundt	Wisconsin	5	50.0%	.006	.038	50
258	Mike Malloy	Wisconsin	4	40.0%	.210	.197	49
259	Dan Ni	New York	4	40.0%	.184	.191	49
260	Ryan Rosenberg	California	4	40.0%	.177	.160	48
261	Siddharth Hariharan	Maryland	4	40.0%	.129	.263	46
262	Emily Fletcher	Texas	4	40.0%	.127	.179	45
263	Brock Stephenson	Canada	3	30.0%	.384	.243	44
264	Ned Tagtmeier	Illinois	3	30.0%	.373	.234	44
265	Douglas Wilham	Kentucky	4	40.0%	.093	.113	44
266	Michael Coates	Idaho	4	40.0%	.080	.084	43
267	Jessica Chellino	Florida	4	40.0%	.091	.032	42
268	Jason Laabs	Minnesota	4	40.0%	.050	.195	41
269	Zane Placie	Georgia	4	40.0%	.046	.046	41
270	Sheldon Wong	Illinois	4	40.0%	.000	.000	40
271	Raul Passement	Texas	3	30.0%	.236	.265	38
272	Louis Johnson	Alabama	3	30.0%	.231	.189	38
273	Aaron Lichtig	Maryland	3	30.0%	.180	.208	36
274	Justin Dusaj	Michigan	3	30.0%	.060	.103	31
275	Liz Fujita	Michigan	3	30.0%	.020	.214	30
276	Wesley Erpelding	Minnesota	3	30.0%	.018	.116	30
277	Sarah Benner	Ohio	2	20.0%	.300	.165	26
278	Victor Pavao	Massachusetts	2	20.0%	.275	.140	26
279	Padraig Finan	Washington	2	20.0%	.040	.045	20
280	Susan Corbus	Illinois	2	20.0%	.014	.009	20
281	Guan Tong Tay	Asia	0	0.0%	-1.000	.007	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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