2023 Popular Culture Week 35

Standings

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#	Player	Region	# Correct	% Correct	Average Correct Celerity	Std. Dev. Celerity	Score
1	Scott Latchem	California	10	100.0%	.318	.178	138
2	Brian Lipinski	District of Columbia	10	100.0%	.275	.212	134
3	Erik Christensen	Canada	9	90.0%	.401	.160	133
4	Omar Sajjad	California	10	100.0%	.274	.249	133
5	Benjamin Kitchen	Colorado	10	100.0%	.289	.148	132
6	Drew Scheeler	Ohio	10	100.0%	.276	.195	132
7	Chris Miller	Kentucky	10	100.0%	.275	.233	132
8	Steven Brown	Virginia	10	100.0%	.276	.138	131
9	Andy Kravis	New York	10	100.0%	.270	.172	131
10	Tim Crockett	Washington	10	100.0%	.259	.148	128
11	Derek Martz	Illinois	10	100.0%	.248	.159	128
12	Theo Howe	United Kingdom	9	90.0%	.355	.202	127
13	Joey Goldman	United Kingdom	9	90.0%	.351	.227	126
14	Ali Filipowicz	Virginia	9	90.0%	.344	.143	126
15	Daniel Chung	California	10	100.0%	.218	.162	126
16	Kenji Shimizu	Michigan	8	80.0%	.462	.195	125
17	Chris Ottolino	Missouri	9	90.0%	.340	.090	125
18	Dillon Edwards	Wisconsin	10	100.0%	.221	.208	125
19	Andy Brown	Illinois	10	100.0%	.219	.212	125
20	Tomás Aguilar-Fraga	California	8	80.0%	.456	.266	124
21	Akosua Asante	Canada	9	90.0%	.331	.188	124
22	Clifford Galiher	California	9	90.0%	.324	.166	124
23	Kyle Kahan	California	9	90.0%	.322	.175	124
24	Jason Serrano	New York	9	90.0%	.304	.184	122
25	Tracey Hickman	Oklahoma	9	90.0%	.294	.225	122
26	Adam Sapa	Canada	10	100.0%	.183	.239	122
27	Randall Eng	New York	9	90.0%	.297	.213	121
28	Harley Andrew	Wisconsin	9	90.0%	.297	.170	121
29	Devon Edwards	New York	9	90.0%	.295	.254	121
30	Scott Oberstaedt	Virginia	9	90.0%	.289	.151	120
31	Jared Cubilla	Canada	9	90.0%	.285	.248	120
32	McKinnie Lee Sizemore	Florida	9	90.0%	.275	.235	120
33	Jack Brounstein	Texas	8	80.0%	.403	.211	119
34	Steve Bahnaman	North Carolina	9	90.0%	.286	.218	119
35	Alec Chao	District of Columbia	10	100.0%	.171	.263	119
36	Matthew Marcotte	California	9	90.0%	.263	.237	118
37	Chris Abrams	Nevada	10	100.0%	.179	.172	118
38	Jason Sterlacci	New Jersey	10	100.0%	.169	.155	118
39	Michael Patison	Texas	9	90.0%	.280	.192	117
40	Charlie Fritz	Illinois	9	90.0%	.271	.152	117
41	Dan Puma	Illinois	9	90.0%	.268	.158	117
42	Anthony DiCarlo	California	9	90.0%	.261	.259	117
43	Rahul Rao-Pothuraju	New York	9	90.0%	.252	.204	116
44	James Dowd	Hawaii	9	90.0%	.246	.203	115
45	Mazin Omer	Massachusetts	8	80.0%	.370	.208	114
46	Mick Reinhard	Pennsylvania	9	90.0%	.232	.096	112
47	Jack Wolverton	Missouri	9	90.0%	.216	.166	112
48	Carlos Hernandez Fisher	Canada	9	90.0%	.214	.224	112
49	Lauren Manton	Ohio	9	90.0%	.214	.167	111
50	Matt Coleman	Washington	9	90.0%	.206	.178	111
51	Tyler Berry	Canada	8	80.0%	.319	.250	110
52	Cari Milowicki	Ohio	9	90.0%	.217	.118	110
53	Kane Keller	Louisiana	9	90.0%	.192	.156	110
54	Lawrence Simon	New York	8	80.0%	.318	.194	109
55	Scott Aefsky	Massachusetts	9	90.0%	.201	.163	109
56	Julian Saddy	Canada	9	90.0%	.199	.191	109
57	Ryan Luptak	Illinois	9	90.0%	.190	.183	109
58	John Riss	Illinois	9	90.0%	.184	.182	109
59	Ryan Milowicki	Connecticut	8	80.0%	.305	.168	108
60	Alex Schmidt	Pennsylvania	8	80.0%	.301	.200	108
61	Frank Grabowski	Pennsylvania	8	80.0%	.305	.142	107
62	Paolo Pasco	California	8	80.0%	.301	.218	107
63	Lee Henry	Alabama	9	90.0%	.170	.177	107
64	Seoan Webb	United Kingdom	8	80.0%	.286	.209	106
65	Chris Becker	Maryland	9	90.0%	.155	.188	106
66	John Petrovich	Indiana	8	80.0%	.289	.223	105
67	Jeff Frank	Indiana	8	80.0%	.277	.213	105
68	Jason Hess	Texas	8	80.0%	.276	.267	105
69	Jesse Tow	Illinois	8	80.0%	.275	.184	105
70	Ryan Manton	Ohio	8	80.0%	.265	.206	105
71	John Lance	Colorado	8	80.0%	.261	.241	105
72	Tucker Warner	New York	8	80.0%	.257	.234	105
73	Aaron Dos Remedios	Canada	7	70.0%	.408	.256	104
74	Mike Malloy	Wisconsin	8	80.0%	.275	.259	104
75	Naveed Chowdhury	California	8	80.0%	.269	.138	104
76	Sean Calhoun	Iowa	8	80.0%	.257	.165	103
77	Sarah Benner	Ohio	7	70.0%	.380	.215	102
78	Henry Blyth	Ohio	8	80.0%	.258	.158	102
79	Greg Peterson	Illinois	8	80.0%	.241	.180	102
80	Erik Nickels	California	8	80.0%	.240	.179	102
81	Myron Meyer	South Dakota	7	70.0%	.359	.224	101
82	Bobb X. Ha	Texas	8	80.0%	.238	.162	101
83	Matthew LaMagna	Virginia	8	80.0%	.237	.194	101
84	Craig Moysey	Canada	8	80.0%	.236	.180	101
85	Simon Sweeney	Pennsylvania	8	80.0%	.232	.163	101
86	Christine Irwin	Canada	8	80.0%	.229	.166	101
87	Tom Minard	Canada	8	80.0%	.227	.163	101
88	Jack Van Nostrand	Canada	8	80.0%	.215	.186	101
89	Robert Kilner	Ohio	9	90.0%	.117	.187	101
90	Daniel DeFelippis	Europe	8	80.0%	.217	.224	100
91	Lynn Yu	California	8	80.0%	.217	.174	100
92	Will Swygart	United Kingdom	8	80.0%	.209	.178	100
93	Will Johnson	Virginia	8	80.0%	.206	.188	100
94	Joseph Langas	Texas	8	80.0%	.213	.170	99
95	Shannon Jamison	Virginia	8	80.0%	.210	.156	99
96	Ned Tagtmeier	Illinois	7	70.0%	.344	.296	98
97	John Kocsis	Virginia	8	80.0%	.193	.147	98
98	Michael Arjona	Georgia	8	80.0%	.196	.225	97
99	Jackson Todd	Georgia	8	80.0%	.173	.146	97
100	Adam Escandell	Texas	7	70.0%	.315	.202	96
101	Paul Campbell	California	8	80.0%	.188	.134	96
102	Elizabeth Chang	Washington	8	80.0%	.180	.148	96
103	Jack Rousseau	California	7	70.0%	.296	.229	95
104	Darren Petrosino	New Jersey	7	70.0%	.310	.248	94
105	Mike Myers	California	7	70.0%	.294	.212	94
106	Candy Murphy	Virginia	8	80.0%	.178	.151	94
107	Gerry Tansey	Missouri	8	80.0%	.177	.155	94
108	William Neiswanger	Washington	8	80.0%	.175	.140	94
109	Will Howells	United Kingdom	8	80.0%	.161	.175	94
110	Dibyo Haldar	Asia	9	90.0%	.053	.101	94
111	Benjamin Livingston	Minnesota	7	70.0%	.294	.245	93
112	Max Smiley	California	7	70.0%	.287	.193	93
113	Stephen Morrison	Michigan	7	70.0%	.284	.169	93
114	Jenna Hull	California	7	70.0%	.271	.232	93
115	Raul Passement	Texas	8	80.0%	.158	.178	93
116	Kendall Plapp	New York	8	80.0%	.155	.242	93
117	Jonathan Hugendubler	Maryland	8	80.0%	.140	.154	93
118	Cameron Williams	North Carolina	7	70.0%	.279	.167	92
119	William Travis	Texas	7	70.0%	.279	.233	92
120	Anthony Peek	Louisiana	7	70.0%	.267	.171	92
121	Andrew Medlin	Louisiana	8	80.0%	.142	.142	92
122	Nick Matchen	Illinois	8	80.0%	.140	.156	92
123	Ryan Rosenberg	California	7	70.0%	.265	.288	91
124	Michael Olson	Minnesota	7	70.0%	.261	.204	91
125	Eric Li	Massachusetts	7	70.0%	.260	.222	91
126	Nicholas Harrison	Canada	7	70.0%	.258	.240	91
127	Jordan Brownstein	Virginia	6	60.0%	.408	.278	90
128	Andrew Dupont	California	7	70.0%	.269	.163	90
129	Matthew Askins	Arizona	7	70.0%	.259	.237	90
130	Ramapriya Rangaraju	Kentucky	7	70.0%	.239	.246	90
131	Elisabeth Evan	Ohio	7	70.0%	.251	.160	89
132	Hans von Walter	California	7	70.0%	.249	.181	89
133	Jason Palmer	Ohio	7	70.0%	.237	.156	89
134	Ashwath Seetharaman	Texas	7	70.0%	.228	.168	89
135	James Kang	California	8	80.0%	.117	.128	89
136	Stan Jastrzebski	Indiana	7	70.0%	.242	.160	88
137	Garrison Page	Kentucky	7	70.0%	.235	.206	88
138	Lauren Cusitello	California	7	70.0%	.234	.188	88
139	Trevor Greissinger	Wisconsin	7	70.0%	.230	.212	88
140	Michael Turner	South Carolina	7	70.0%	.223	.214	88
141	Shauna McNally	Canada	7	70.0%	.215	.206	88
142	Deleena Simon	Michigan	8	80.0%	.095	.183	88
143	Kevin McCabe	Colorado	8	80.0%	.083	.125	88
144	Daniel Feitel	District of Columbia	6	60.0%	.383	.184	87
145	Siddharth Hariharan	Maryland	8	80.0%	.095	.124	87
146	Eric Douglass	South Carolina	6	60.0%	.376	.261	86
147	Daniel Jude	California	7	70.0%	.223	.146	86
148	Kai Tang	Illinois	7	70.0%	.220	.204	86
149	Gary Morris	New York	7	70.0%	.214	.241	86
150	Spencer Thrope	Middle East	7	70.0%	.209	.159	86
151	Chauncey Lo	California	7	70.0%	.210	.210	85
152	Alex Paskevicius	Canada	7	70.0%	.185	.178	85
153	Kevin Lei	Canada	7	70.0%	.199	.187	84
154	Daniel White	Washington	7	70.0%	.184	.161	84
155	Thomas Credeur	Louisiana	7	70.0%	.183	.140	84
156	Samuel McCoy	Pennsylvania	7	70.0%	.181	.152	84
157	Tommy Segi	Ohio	8	80.0%	.055	.102	84
158	Nate Muckley	Illinois	6	60.0%	.338	.263	83
159	Tony Chen	Canada	6	60.0%	.329	.240	83
160	Erik Eide	Canada	6	60.0%	.329	.269	83
161	Jeremy Tsai	New Jersey	6	60.0%	.313	.239	83
162	Kenny Peskin	Virginia	7	70.0%	.186	.155	83
163	Ewan Munro	Australia & Oceania	7	70.0%	.182	.160	83
164	Dawson Owens	Ohio	7	70.0%	.177	.211	83
165	Daniel Galitsky	District of Columbia	7	70.0%	.156	.265	83
166	Michael Coates	Idaho	6	60.0%	.324	.205	82
167	William Marshall	Alabama	6	60.0%	.317	.197	82
168	Logan Anbinder	Maryland	6	60.0%	.316	.242	82
169	Matthew Marcus	Oregon	7	70.0%	.163	.177	82
170	Michael McPartland	United Kingdom	7	70.0%	.149	.156	82
171	Alexander Bandukwala	Illinois	7	70.0%	.149	.206	82
172	Christopher Parsons	Washington	6	60.0%	.312	.186	81
173	Victor Pavao	Massachusetts	6	60.0%	.306	.298	81
174	Sean Doyle	Texas	7	70.0%	.142	.221	81
175	Jenn Tulo	Virginia	7	70.0%	.139	.154	81
176	Brian Morehouse	Connecticut	7	70.0%	.133	.145	81
177	Jason Lai	New York	8	80.0%	.010	.026	81
178	Tristan Clarke	Arizona	6	60.0%	.300	.199	80
179	Michael Joy	Michigan	6	60.0%	.281	.274	80
180	Ben Smith	Canada	7	70.0%	.149	.122	80
181	Alex Dzurick	Missouri	6	60.0%	.288	.166	79
182	Kari Race	Wisconsin	6	60.0%	.284	.165	79
183	Owen Cooper	Alabama	6	60.0%	.283	.157	79
184	Parth Jagtap	Canada	6	60.0%	.277	.198	79
185	Gwen Abrams	Nevada	7	70.0%	.134	.135	79
186	Jacob O'Rourke	Missouri	7	70.0%	.133	.124	79
187	Stacy Bridgette	West Virginia	7	70.0%	.130	.124	79
188	Gail Celio	Minnesota	7	70.0%	.110	.123	79
189	Edward Sanfrey	Ohio	6	60.0%	.275	.209	78
190	Stephen Liu	California	6	60.0%	.261	.168	78
191	James Denning	Ohio	6	60.0%	.244	.261	78
192	Finn Bender	Wisconsin	6	60.0%	.259	.162	77
193	Darrell Johnson	Arizona	6	60.0%	.256	.117	77
194	Wesley Erpelding	Minnesota	6	60.0%	.251	.245	77
195	Joshua Levit	Massachusetts	6	60.0%	.242	.203	77
196	Henry Cafaro	Illinois	6	60.0%	.256	.172	76
197	James Washick	South Carolina	6	60.0%	.228	.248	76
198	Suwanna Blakey	Florida	6	60.0%	.226	.227	76
199	Nora Denning	Ohio	6	60.0%	.236	.174	75
200	Jonathan Pinyan	New Jersey	6	60.0%	.234	.173	75
201	Sarah Whisenhunt	Virginia	6	60.0%	.221	.161	75
202	Cody Donahue	Mississippi	7	70.0%	.083	.089	75
203	Rachael Peters	Michigan	7	70.0%	.079	.141	75
204	Stephen Ours	Virginia	6	60.0%	.211	.169	74
205	Zoe Kaperonis	New York	7	70.0%	.061	.091	74
206	Mary Foley	Arizona	7	70.0%	.059	.124	74
207	Deb Wells	Pennsylvania	6	60.0%	.209	.169	73
208	Greg Garbee	Florida	6	60.0%	.204	.150	73
209	Katie Bauermeister	California	6	60.0%	.208	.088	72
210	Paul Villaluz	Nevada	6	60.0%	.190	.148	72
211	Jonathan Hunter	Florida	5	50.0%	.347	.261	71
212	Kenneth Martin	Illinois	6	60.0%	.162	.169	71
213	Aiden Benshimol	Massachusetts	6	60.0%	.158	.212	71
214	Evan Knox	North Carolina	5	50.0%	.334	.224	70
215	Russ Hart	New York	6	60.0%	.174	.123	70
216	Hidehiro Anto	California	6	60.0%	.162	.162	70
217	Matt Smania	Michigan	6	60.0%	.152	.172	69
218	Talia Fan	Canada	6	60.0%	.137	.142	69
219	Mindy Wong	New York	6	60.0%	.121	.213	69
220	Nate Kane	Arizona	5	50.0%	.296	.193	68
221	Chris Hale	Virginia	6	60.0%	.128	.191	68
222	Brad Williams	Wisconsin	5	50.0%	.308	.190	67
223	Danny Lardner	United Kingdom	5	50.0%	.296	.273	67
224	Ryan Hemmel	California	6	60.0%	.142	.109	67
225	Joe Nutter	Georgia	6	60.0%	.114	.137	67
226	Jill Heink	Kentucky	6	60.0%	.114	.175	67
227	Zane Placie	Georgia	6	60.0%	.104	.133	67
228	Brynn Jones	Alabama	5	50.0%	.285	.219	66
229	Kaberi Chakrabarty	Illinois	5	50.0%	.282	.209	66
230	David Edwards	Illinois	5	50.0%	.277	.215	66
231	Stephanie Perkins	Missouri	5	50.0%	.276	.187	66
232	Dan Passner	New Jersey	5	50.0%	.272	.206	66
233	Arlo Lyle	Arkansas	5	50.0%	.258	.200	66
234	Brock Stephenson	Canada	6	60.0%	.098	.104	66
235	Liz Fujita	Michigan	6	60.0%	.080	.196	66
236	Andrew Foerster	North Carolina	5	50.0%	.282	.173	65
237	Michael Bentley	Washington	5	50.0%	.278	.216	65
238	David Kiang	Illinois	5	50.0%	.270	.145	65
239	Amy Whitelaw	Virginia	6	60.0%	.102	.086	65
240	Jessica Fleischer	Illinois	5	50.0%	.266	.211	64
241	Andrew Fisher	United Kingdom	5	50.0%	.247	.251	64
242	Patrick Carthy	Europe	5	50.0%	.244	.194	64
243	Radu Popescu	Canada	5	50.0%	.234	.254	64
244	Lars Melton	Virginia	5	50.0%	.225	.173	63
245	Matthew Hart	Minnesota	6	60.0%	.039	.061	62
246	Andrew Almas	Canada	5	50.0%	.211	.147	61
247	Brian Hamilton	Oregon	5	50.0%	.193	.137	60
248	Gary Foote	Maryland	6	60.0%	.000	.000	60
249	Haley Gambrell	South Carolina	5	50.0%	.163	.137	59
250	Losha Ndemeno-Tegomoh	Minnesota	5	50.0%	.160	.172	59
251	James Carberry	Louisiana	5	50.0%	.158	.183	58
252	Jimmy Dunn	Michigan	5	50.0%	.142	.177	58
253	Natalie Schermer	Washington	5	50.0%	.131	.176	58
254	Michael Kettler	Ohio	5	50.0%	.128	.165	57
255	Josh Hill	Arkansas	5	50.0%	.113	.122	55
256	Christian Wilson	New York	4	40.0%	.279	.098	53
257	Avery Strangstalien	Wisconsin	5	50.0%	.053	.172	53
258	Jason Laabs	Minnesota	4	40.0%	.270	.225	52
259	Josh Walker	Ohio	4	40.0%	.265	.286	51
260	Harry White	Virginia	4	40.0%	.238	.189	51
261	Mark Morris	Alabama	5	50.0%	.050	.051	51
262	Abel Gilsing	Europe	4	40.0%	.228	.245	50
263	Sheldon Wong	Illinois	5	50.0%	.037	.170	50
264	Michael Shang	Maryland	4	40.0%	.189	.174	48
265	Andrey Goder	California	4	40.0%	.169	.187	48
266	George Atendido	Minnesota	4	40.0%	.147	.142	46
267	Bryan Householder	Ohio	4	40.0%	.115	.195	44
268	Maddie Wright	Oklahoma	4	40.0%	.091	.321	44
269	Dan Ni	New York	4	40.0%	.077	.098	44
270	Emily Fletcher	Texas	3	30.0%	.366	.215	43
271	David Snoddon	Canada	4	40.0%	.103	.071	43
272	Quinn McGarry	Missouri	4	40.0%	.096	.145	43
273	Connor Teevens	Michigan	3	30.0%	.313	.240	41
274	Delano Barnes	Texas	4	40.0%	.028	.043	41
275	Violet Hundt	Wisconsin	4	40.0%	.021	.019	40
276	Louis Johnson	Alabama	4	40.0%	.012	.023	40
277	Haven Crowl	Oklahoma	3	30.0%	.231	.204	38
278	Mason Hauptman	Oklahoma	3	30.0%	.228	.209	37
279	Aaron Lichtig	Maryland	3	30.0%	.196	.171	37
280	David Cruickshank	United Kingdom	3	30.0%	.147	.163	34
281	Andrew Fanko	United Kingdom	3	30.0%	.116	.159	33
282	Susan Corbus	Illinois	3	30.0%	.094	.089	33
283	Danielle Long	Illinois	3	30.0%	.030	.235	30
284	Amory Kaufman	Minnesota	2	20.0%	.034	.182	20
285	Kara Lee	Oklahoma	2	20.0%	.000	.236	20
286	Padraig Finan	Washington	1	10.0%	.066	.355	10
287	Justin Dusaj	Michigan	1	100.0%	.032	-1.000	10
288	Shyama Gandhi	Texas	1	10.0%	.000	.000	10
289	Guan Tong Tay	Asia	0	0.0%	-1.000	.019	0
290	Lizette Martinez	Oklahoma	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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