2023 Popular Culture Week 7

Standings

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#	Player	Region	# Correct	% Correct	Average Correct Celerity	Std. Dev. Celerity	Score
1	Jason Serrano	New York	10	100.0%	.399	.263	149
2	Steven Brown	Virginia	10	100.0%	.402	.192	147
3	Jack Brounstein	Texas	9	90.0%	.512	.192	145
4	Adam Escandell	Texas	10	100.0%	.383	.291	145
5	Chris Ottolino	Missouri	10	100.0%	.378	.265	144
6	Scott Latchem	California	9	90.0%	.479	.277	143
7	Benjamin Kitchen	Colorado	10	100.0%	.376	.136	143
8	Drew Scheeler	Ohio	10	100.0%	.341	.233	141
9	Andy Kravis	New York	10	100.0%	.354	.199	140
10	Myron Meyer	South Dakota	9	90.0%	.462	.239	139
11	Brian Lipinski	District of Columbia	10	100.0%	.332	.219	139
12	Jason Hess	Texas	10	100.0%	.330	.165	138
13	Jack Wolverton	Missouri	10	100.0%	.325	.192	136
14	Scott Aefsky	Massachusetts	10	100.0%	.310	.269	136
15	Alex Schmidt	Pennsylvania	10	100.0%	.304	.154	136
16	Evan Nagler	New York	10	100.0%	.299	.226	136
17	Jason Sterlacci	New Jersey	10	100.0%	.302	.211	135
18	Aaron Dos Remedios	Canada	10	100.0%	.298	.189	134
19	Devon Edwards	New York	10	100.0%	.293	.214	133
20	John Presloid	Ohio	10	100.0%	.273	.165	133
21	Derek Martz	Illinois	9	90.0%	.398	.222	132
22	Anthony Peek	Louisiana	9	90.0%	.373	.224	132
23	Tucker Warner	New York	10	100.0%	.276	.241	132
24	McKinnie Lee Sizemore	Florida	9	90.0%	.398	.242	131
25	Matthew Marcotte	California	9	90.0%	.388	.228	131
26	Kyle Kahan	California	9	90.0%	.386	.220	131
27	Lauren Manton	Ohio	10	100.0%	.280	.246	131
28	Jack Van Nostrand	Canada	10	100.0%	.276	.236	131
29	Lee Henry	Alabama	9	90.0%	.372	.213	130
30	Ryan Milowicki	Connecticut	9	90.0%	.362	.205	129
31	David Kiang	Illinois	10	100.0%	.263	.097	129
32	Will Swygart	United Kingdom	10	100.0%	.248	.116	129
33	Jack Rousseau	California	9	90.0%	.366	.213	128
34	Darrell Johnson	Arizona	9	90.0%	.335	.237	127
35	Gerry Tansey	Missouri	9	90.0%	.355	.243	126
36	Jordan Brownstein	Virginia	9	90.0%	.346	.255	126
37	Chris Abrams	Nevada	9	90.0%	.339	.230	126
38	Dan Puma	Illinois	9	90.0%	.339	.150	125
39	Brian Hamilton	Oregon	10	100.0%	.240	.241	125
40	Kenji Shimizu	Michigan	9	90.0%	.340	.216	124
41	Joshua Levit	Massachusetts	9	90.0%	.337	.198	124
42	Mike Malloy	Wisconsin	9	90.0%	.329	.219	124
43	Owen Cooper	Alabama	9	90.0%	.321	.135	124
44	Janice Paton	Massachusetts	9	90.0%	.328	.234	123
45	Theo Howe	United Kingdom	9	90.0%	.322	.173	123
46	John Riss	Illinois	9	90.0%	.307	.286	123
47	Simon Sweeney	Pennsylvania	10	100.0%	.205	.200	123
48	Paul Villaluz	Nevada	9	90.0%	.314	.236	122
49	Michael Olson	Minnesota	9	90.0%	.311	.229	122
50	Stan Jastrzebski	Indiana	9	90.0%	.311	.215	122
51	Robert Kilner	Ohio	9	90.0%	.307	.193	122
52	Michael Coates	Idaho	9	90.0%	.306	.245	122
53	Spencer Thrope	Middle East	10	100.0%	.195	.187	122
54	Daniel Chung	California	9	90.0%	.302	.258	121
55	Matthew LaMagna	Virginia	9	90.0%	.300	.143	121
56	George Atendido	Minnesota	9	90.0%	.293	.253	121
57	Dillon Edwards	Wisconsin	10	100.0%	.193	.161	121
58	Greg Peterson	Illinois	9	90.0%	.307	.222	120
59	Elisabeth Evan	Ohio	9	90.0%	.301	.223	120
60	Steve Bahnaman	North Carolina	9	90.0%	.294	.257	120
61	Josh Walker	Ohio	9	90.0%	.293	.168	120
62	Sean Calhoun	Iowa	9	90.0%	.280	.229	120
63	Stephen Morrison	Michigan	8	80.0%	.415	.233	119
64	Bobb X. Ha	Texas	8	80.0%	.413	.207	119
65	Randall Eng	New York	8	80.0%	.405	.287	119
66	Kaberi Chakrabarty	Illinois	9	90.0%	.280	.246	119
67	Parth Jagtap	Canada	9	90.0%	.262	.219	119
68	Jason Palmer	Ohio	9	90.0%	.280	.217	118
69	Anu Kashyap	California	9	90.0%	.274	.190	118
70	Joey Goldman	United Kingdom	9	90.0%	.274	.189	118
71	Andrew Medlin	Louisiana	9	90.0%	.270	.220	118
72	Jeff Frank	Indiana	9	90.0%	.269	.156	118
73	Alec Chao	District of Columbia	9	90.0%	.267	.224	118
74	Tomás Aguilar-Fraga	California	8	80.0%	.387	.213	117
75	John Petrovich	Indiana	9	90.0%	.255	.181	117
76	Clifford Galiher	California	9	90.0%	.250	.245	117
77	Ryan Luptak	Illinois	8	80.0%	.390	.267	116
78	Kari Race	Wisconsin	8	80.0%	.385	.218	116
79	Mike McGraw	Pennsylvania	8	80.0%	.379	.266	116
80	Tim Crockett	Washington	9	90.0%	.260	.161	116
81	Harley Andrew	Wisconsin	9	90.0%	.249	.196	116
82	Chris Miller	Kentucky	8	80.0%	.380	.226	115
83	Seoan Webb	United Kingdom	8	80.0%	.377	.199	115
84	Eric Douglass	South Carolina	8	80.0%	.372	.282	115
85	Rikiya Cheaves	Florida	8	80.0%	.368	.212	115
86	Gail Celio	Minnesota	8	80.0%	.359	.247	115
87	Paolo Pasco	California	9	90.0%	.271	.206	115
88	Cari Milowicki	Ohio	9	90.0%	.264	.205	115
89	Jesse Tow	Illinois	9	90.0%	.260	.200	115
90	Siddharth Hariharan	Maryland	9	90.0%	.246	.165	115
91	Tommy Segi	Ohio	10	100.0%	.150	.139	115
92	Carlos Hernandez Fisher	Canada	7	70.0%	.532	.221	114
93	Omar Sajjad	California	8	80.0%	.370	.229	114
94	Erik Christensen	Canada	8	80.0%	.351	.212	114
95	Greg Garbee	Florida	9	90.0%	.256	.238	114
96	Ryan Hemmel	California	9	90.0%	.237	.162	114
97	James Dowd	Hawaii	8	80.0%	.340	.241	113
98	Carl Voss	Minnesota	9	90.0%	.221	.245	113
99	Jonathan Hugendubler	Maryland	9	90.0%	.218	.226	113
100	Andrew Dupont	California	8	80.0%	.355	.189	112
101	Mazin Omer	Massachusetts	8	80.0%	.352	.218	112
102	Michael Kettler	Ohio	8	80.0%	.330	.249	112
103	Deleena Simon	Michigan	9	90.0%	.219	.264	112
104	Michael Arjona	Georgia	8	80.0%	.344	.237	111
105	Lars Melton	Virginia	8	80.0%	.331	.215	111
106	Michael Bentley	Washington	8	80.0%	.331	.211	111
107	Kane Keller	Louisiana	8	80.0%	.326	.220	111
108	Max Smiley	California	9	90.0%	.212	.164	111
109	Lynn Yu	California	9	90.0%	.203	.222	111
110	Daniel Feitel	District of Columbia	8	80.0%	.325	.157	110
111	Frank Grabowski	Pennsylvania	9	90.0%	.210	.215	110
112	Jeremy Tsai	New Jersey	9	90.0%	.209	.228	110
113	Andrew Foerster	North Carolina	9	90.0%	.208	.126	110
114	Scott Oberstaedt	Virginia	7	70.0%	.458	.244	109
115	Jenn Tulo	Virginia	8	80.0%	.320	.231	109
116	Arlo Lyle	Arkansas	8	80.0%	.315	.216	109
117	Josh Hill	Arkansas	8	80.0%	.312	.205	109
118	JinAh Kim	Virginia	9	90.0%	.198	.225	109
119	Kendall Plapp	New York	9	90.0%	.195	.199	109
120	James Denning	Ohio	9	90.0%	.193	.170	109
121	Kenny Peskin	Virginia	8	80.0%	.302	.276	108
122	Radu Popescu	Canada	8	80.0%	.299	.197	108
123	Akosua Asante	Canada	8	80.0%	.295	.205	108
124	Jimmy Dunn	Michigan	8	80.0%	.291	.277	108
125	Ross Ferguson	South Carolina	9	90.0%	.178	.179	108
126	James Carberry	Louisiana	8	80.0%	.293	.263	107
127	Rahul Rao-Pothuraju	New York	8	80.0%	.293	.244	107
128	Ryan Manton	Ohio	9	90.0%	.191	.142	107
129	Tracey Hickman	Oklahoma	8	80.0%	.283	.210	106
130	Candy Murphy	Virginia	9	90.0%	.178	.136	106
131	Erik Eide	Canada	7	70.0%	.430	.231	105
132	Sarah Whisenhunt	Virginia	8	80.0%	.278	.190	105
133	Christian Wilson	New York	8	80.0%	.269	.159	105
134	Matthew Marcus	Oregon	9	90.0%	.162	.154	105
135	Chris Becker	Maryland	8	80.0%	.277	.264	104
136	Amy Whitelaw	Virginia	8	80.0%	.252	.325	104
137	James Kang	California	9	90.0%	.164	.144	104
138	Nate Muckley	Illinois	9	90.0%	.152	.132	104
139	Jackson Todd	Georgia	7	70.0%	.383	.288	103
140	Chauncey Lo	California	8	80.0%	.259	.166	103
141	John Lance	Colorado	8	80.0%	.253	.220	103
142	Lawrence Simon	New York	8	80.0%	.252	.262	103
143	Alex Dzurick	Missouri	8	80.0%	.240	.186	103
144	Charlie Fritz	Illinois	7	70.0%	.384	.200	102
145	James Washick	South Carolina	7	70.0%	.382	.255	102
146	Daniel Jude	California	8	80.0%	.253	.216	102
147	Ben Smith	Canada	9	90.0%	.136	.166	102
148	Erik Nickels	California	7	70.0%	.383	.184	101
149	Shannon Jamison	Virginia	7	70.0%	.371	.235	101
150	Sarah Benner	Ohio	7	70.0%	.375	.321	100
151	Ali Filipowicz	Virginia	7	70.0%	.357	.240	100
152	Stephanie Perkins	Missouri	8	80.0%	.241	.158	100
153	Matthew Grieco	New York	8	80.0%	.224	.186	100
154	Ryan Rosenberg	California	8	80.0%	.224	.222	100
155	Dana Thurmond	Florida	8	80.0%	.214	.167	100
156	Mike Myers	California	7	70.0%	.371	.267	99
157	Matt Smania	Michigan	7	70.0%	.358	.199	99
158	Darren Petrosino	New Jersey	8	80.0%	.214	.175	99
159	Michael McPartland	United Kingdom	8	80.0%	.213	.122	99
160	William Travis	Texas	7	70.0%	.359	.236	98
161	Benjamin Livingston	Minnesota	7	70.0%	.347	.202	98
162	Andrew Fisher	United Kingdom	7	70.0%	.330	.240	98
163	Jack Garrison	Ohio	8	80.0%	.208	.196	98
164	Ewan Munro	Australia & Oceania	8	80.0%	.198	.199	98
165	Pranav Veluri	Indiana	7	70.0%	.316	.251	97
166	Brian Morehouse	Connecticut	8	80.0%	.191	.161	97
167	Finn Bender	Wisconsin	8	80.0%	.191	.162	97
168	Dan Passner	New Jersey	6	60.0%	.496	.255	96
169	Michael Joy	Michigan	7	70.0%	.321	.263	96
170	Losha Ndemeno-Tegomoh	Minnesota	8	80.0%	.189	.155	96
171	Sam Davis	Texas	8	80.0%	.182	.191	96
172	Matthew Hart	Minnesota	8	80.0%	.179	.175	96
173	Justin Dusaj	Michigan	8	80.0%	.170	.183	95
174	David Edwards	Illinois	7	70.0%	.300	.229	94
175	Brock Stephenson	Canada	7	70.0%	.294	.191	94
176	Tom Minard	Canada	7	70.0%	.294	.171	94
177	Nicholas Harrison	Canada	7	70.0%	.289	.242	94
178	Naveed Chowdhury	California	8	80.0%	.167	.142	94
179	Rachael Peters	Michigan	9	90.0%	.052	.072	94
180	Brandon Jones	Alabama	6	60.0%	.466	.248	93
181	Ramapriya Rangaraju	Kentucky	7	70.0%	.285	.251	93
182	Matthew Askins	Arizona	7	70.0%	.282	.246	93
183	Christine Irwin	Canada	7	70.0%	.275	.255	93
184	Carl Tjo	California	7	70.0%	.274	.176	93
185	Daniel White	Washington	8	80.0%	.161	.282	93
186	Karsten Wallace	Alabama	8	80.0%	.151	.164	93
187	Patrick Carthy	Europe	8	80.0%	.142	.133	93
188	Brad Williams	Wisconsin	6	60.0%	.459	.290	92
189	Lauren Cusitello	California	7	70.0%	.288	.177	92
190	Nolan Jones	Indiana	7	70.0%	.285	.275	92
191	Stephen Liu	California	7	70.0%	.268	.212	92
192	Chris Hale	Virginia	8	80.0%	.161	.117	92
193	Kenneth Martin	Illinois	8	80.0%	.142	.159	92
194	Edward Sanfrey	Ohio	8	80.0%	.136	.152	92
195	Mick Reinhard	Pennsylvania	6	60.0%	.450	.281	91
196	Oliver Forrest	United Kingdom	7	70.0%	.272	.182	91
197	Harry White	Virginia	7	70.0%	.258	.203	90
198	Jill Heink	Kentucky	7	70.0%	.257	.267	90
199	Delano Barnes	Texas	7	70.0%	.246	.168	90
200	Matt Rossitch	Georgia	8	80.0%	.116	.139	90
201	James E. Lasker	Texas	7	70.0%	.244	.139	89
202	Jenna Hull	California	7	70.0%	.243	.173	89
203	John Kocsis	Virginia	7	70.0%	.242	.179	89
204	Adam Sapa	Canada	7	70.0%	.238	.275	89
205	Jared Cubilla	Canada	7	70.0%	.230	.159	89
206	Kevin McCabe	Colorado	8	80.0%	.101	.148	89
207	Christopher Parsons	Washington	7	70.0%	.242	.134	88
208	Gwen Abrams	Nevada	7	70.0%	.238	.189	88
209	Jonathan Pinyan	New Jersey	7	70.0%	.236	.260	88
210	Deb Wells	Pennsylvania	7	70.0%	.234	.183	88
211	Talia Fan	Canada	6	60.0%	.387	.272	87
212	Jason Lai	New York	7	70.0%	.208	.168	87
213	Raul Passement	Texas	7	70.0%	.200	.189	87
214	Quinn McGarry	Missouri	7	70.0%	.223	.139	86
215	Nora Denning	Ohio	7	70.0%	.216	.163	86
216	Alex Paskevicius	Canada	7	70.0%	.203	.167	86
217	Elizabeth Chang	Washington	7	70.0%	.199	.173	86
218	Mike Boone	Ohio	8	80.0%	.079	.090	86
219	Jacob O'Rourke	Missouri	7	70.0%	.198	.146	85
220	Zoe Madonna	Massachusetts	7	70.0%	.197	.135	85
221	Haley Gambrell	South Carolina	7	70.0%	.189	.202	85
222	Gregory Berman	Illinois	7	70.0%	.184	.210	85
223	Stephen Ours	Virginia	6	60.0%	.354	.232	84
224	William Marshall	Alabama	6	60.0%	.323	.217	83
225	Amogh Kulkarni	Illinois	6	60.0%	.322	.153	82
226	Siddarth Kumar	Indiana	6	60.0%	.317	.193	82
227	Trevor Greissinger	Wisconsin	7	70.0%	.158	.162	82
228	Matthew Stern	Alabama	7	70.0%	.136	.193	80
229	David Cruickshank	United Kingdom	6	60.0%	.288	.168	79
230	Zane Placie	Georgia	7	70.0%	.132	.167	79
231	Ozzie Fallick	California	6	60.0%	.263	.172	78
232	Chris Morin	New York	6	60.0%	.250	.226	78
233	Andrey Goder	California	7	70.0%	.105	.117	77
234	Ashwath Seetharaman	Texas	7	70.0%	.104	.079	77
235	Anthony DiCarlo	California	5	50.0%	.439	.262	76
236	Craig Moysey	Canada	6	60.0%	.246	.198	76
237	Jonathan Hunter	Florida	6	60.0%	.243	.216	76
238	Kelly Rabin	Washington	6	60.0%	.240	.164	76
239	Joe Nutter	Georgia	6	60.0%	.228	.221	76
240	Henry Blyth	Ohio	5	50.0%	.423	.310	75
241	Kevin Lei	Canada	6	60.0%	.225	.182	75
242	Paul Campbell	California	6	60.0%	.215	.146	75
243	Nick Matchen	Illinois	6	60.0%	.214	.228	75
244	Spencer Brown	Virginia	5	50.0%	.410	.277	74
245	John Brock	Massachusetts	6	60.0%	.214	.180	74
246	Danny Lardner	United Kingdom	6	60.0%	.209	.142	74
247	Chuck Yu	Maryland	6	60.0%	.197	.197	74
248	Victor Pavao	Massachusetts	5	50.0%	.396	.299	73
249	Kai Tang	Illinois	6	60.0%	.206	.191	72
250	Gary Foote	Maryland	7	70.0%	.036	.034	71
251	Nate Kane	Arizona	5	50.0%	.343	.286	70
252	Dmitriy Zakharov	District of Columbia	6	60.0%	.162	.121	70
253	Nathan Hamer	United Kingdom	6	60.0%	.148	.121	69
254	David Snoddon	Canada	6	60.0%	.146	.217	69
255	Beth Kromka	Maryland	6	60.0%	.129	.203	69
256	Ned Tagtmeier	Illinois	4	40.0%	.583	.295	68
257	Aiden Benshimol	Massachusetts	6	60.0%	.132	.242	68
258	Shauna McNally	Canada	6	60.0%	.131	.222	68
259	Douglas Wilham	Kentucky	6	60.0%	.101	.150	67
260	Joseph Langas	Texas	5	50.0%	.286	.201	66
261	Matthew Given	Louisiana	5	50.0%	.275	.140	66
262	Daniel DeFelippis	Europe	6	60.0%	.094	.131	66
263	Hidehiro Anto	California	5	50.0%	.257	.149	65
264	Abel Gilsing	Europe	6	60.0%	.070	.093	65
265	Wesley Erpelding	Minnesota	5	50.0%	.244	.258	63
266	Seth Moland-Kovash	Illinois	5	50.0%	.242	.184	63
267	Aaron Lichtig	Maryland	5	50.0%	.237	.134	63
268	Tyler Berry	Canada	5	50.0%	.220	.189	63
269	Andrew Fanko	United Kingdom	5	50.0%	.195	.146	61
270	Emily Fletcher	Texas	5	50.0%	.200	.204	60
271	Susan Corbus	Illinois	5	50.0%	.149	.134	58
272	Thomas Credeur	Louisiana	5	50.0%	.136	.299	57
273	Danielle Long	Illinois	5	50.0%	.121	.192	57
274	Louis Johnson	Alabama	4	40.0%	.323	.247	56
275	Michael Shang	Maryland	5	50.0%	.132	.091	56
276	Natalie Schermer	Washington	5	50.0%	.097	.097	56
277	Mya Kelly	Kentucky	4	40.0%	.314	.209	55
278	Zoe Kaperonis	New York	5	50.0%	.114	.079	54
279	Mary Foley	Arizona	5	50.0%	.050	.087	52
280	Jessica Chellino	Florida	5	50.0%	.052	.013	51
281	Alexander Bandukwala	Illinois	5	50.0%	.024	.083	51
282	Will Howells	United Kingdom	4	40.0%	.203	.203	49
283	Andrew Almas	Canada	4	40.0%	.189	.181	48
284	Connor Teevens	Michigan	4	40.0%	.179	.149	48
285	Stacy Bridgette	West Virginia	4	40.0%	.182	.111	47
286	Tristan Clarke	Arizona	4	40.0%	.139	.281	46
287	Sheldon Wong	Illinois	4	40.0%	.107	.109	44
288	Violet Hundt	Wisconsin	4	40.0%	.079	.085	42
289	Jessica Fleischer	Illinois	3	30.0%	.232	.258	38
290	Kasper Statz	Florida	3	30.0%	.143	.164	35
291	Amory Kaufman	Minnesota	3	30.0%	.125	.174	34
292	Madeline Painter	Illinois	3	30.0%	.122	.182	34
293	Reesa Wiggins	Wisconsin	3	30.0%	.047	.050	31
294	Dan Ni	New York	3	30.0%	.015	.243	30
295	Guan Tong Tay	Asia	2	20.0%	.056	.267	21
296	Meryl Smith	New York	2	20.0%	.000	.000	20
297	Sudha Gunturu	California	1	10.0%	.258	.082	13
298	Jordan Sackmaster	Wisconsin	1	25.0%	.000	.000	10
299	Ipsita Bhattacharya	Georgia	0	0.0%	-1.000	.224	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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