2023 Popular Culture Week 29

Standings

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#	Player	Region	# Correct	% Correct	Average Correct Celerity	Std. Dev. Celerity	Score
1	Drew Scheeler	Ohio	10	100.0%	.464	.192	156
2	Carlos Hernandez Fisher	Canada	10	100.0%	.422	.154	150
3	Matthew Marcotte	California	10	100.0%	.401	.226	148
4	Ryan Milowicki	Connecticut	10	100.0%	.397	.273	148
5	Benjamin Kitchen	Colorado	10	100.0%	.380	.212	145
6	James Dowd	Hawaii	10	100.0%	.382	.208	144
7	Lynn Yu	California	10	100.0%	.362	.290	144
8	Kane Keller	Louisiana	10	100.0%	.365	.234	143
9	Adam Escandell	Texas	10	100.0%	.365	.212	143
10	Jack Rousseau	California	10	100.0%	.361	.249	143
11	Jack Wolverton	Missouri	10	100.0%	.352	.189	142
12	Dillon Edwards	Wisconsin	10	100.0%	.350	.270	142
13	Mazin Omer	Massachusetts	10	100.0%	.348	.254	142
14	Chris Ottolino	Missouri	10	100.0%	.354	.209	141
15	Daniel Chung	California	10	100.0%	.347	.253	141
16	Devon Edwards	New York	10	100.0%	.337	.177	141
17	Joseph Langas	Texas	9	90.0%	.464	.187	140
18	Kyle Kahan	California	10	100.0%	.348	.241	140
19	Parth Jagtap	Canada	9	90.0%	.450	.252	139
20	Finn Bender	Wisconsin	10	100.0%	.345	.158	139
21	Evan Nagler	New York	10	100.0%	.333	.182	139
22	Andrew Dupont	California	10	100.0%	.333	.194	139
23	Talia Fan	Canada	10	100.0%	.333	.220	139
24	Darren Petrosino	New Jersey	10	100.0%	.318	.267	139
25	Alec Chao	District of Columbia	10	100.0%	.331	.208	138
26	Matt Coleman	Washington	10	100.0%	.328	.248	138
27	Charlie Fritz	Illinois	10	100.0%	.325	.227	138
28	Chris Abrams	Nevada	10	100.0%	.323	.215	138
29	Jesse Tow	Illinois	10	100.0%	.318	.217	138
30	Scott Latchem	California	10	100.0%	.316	.272	138
31	Jason Palmer	Ohio	9	90.0%	.435	.235	137
32	Kari Race	Wisconsin	9	90.0%	.435	.251	137
33	Jeff Frank	Indiana	10	100.0%	.322	.224	137
34	Jason Sterlacci	New Jersey	10	100.0%	.315	.185	137
35	Chris Miller	Kentucky	9	90.0%	.407	.268	135
36	Anthony Peek	Louisiana	10	100.0%	.312	.249	135
37	Sam Davis	Texas	10	100.0%	.305	.232	135
38	Tom Minard	Canada	10	100.0%	.302	.299	135
39	Theo Howe	United Kingdom	10	100.0%	.290	.269	135
40	Derek Martz	Illinois	9	90.0%	.421	.244	134
41	Stephen Morrison	Michigan	9	90.0%	.418	.223	134
42	Jack Van Nostrand	Canada	9	90.0%	.411	.194	133
43	Craig Moysey	Canada	9	90.0%	.403	.248	133
44	Frank Grabowski	Pennsylvania	10	100.0%	.290	.227	133
45	Chris Becker	Maryland	10	100.0%	.289	.226	133
46	Christine Irwin	Canada	10	100.0%	.280	.275	133
47	Randall Eng	New York	9	90.0%	.396	.260	132
48	Pranav Veluri	Indiana	9	90.0%	.396	.256	132
49	Arlo Lyle	Arkansas	9	90.0%	.393	.294	132
50	William Marshall	Alabama	9	90.0%	.390	.231	132
51	Tucker Warner	New York	9	90.0%	.384	.261	132
52	Candy Murphy	Virginia	10	100.0%	.271	.250	132
53	Harley Andrew	Wisconsin	9	90.0%	.386	.162	131
54	Shannon Jamison	Virginia	10	100.0%	.257	.289	131
55	Alex Schmidt	Pennsylvania	9	90.0%	.381	.150	130
56	Jason Hess	Texas	9	90.0%	.376	.154	130
57	Rahul Rao-Pothuraju	New York	10	100.0%	.269	.215	130
58	Lauren Cusitello	California	10	100.0%	.257	.215	129
59	Ryan Luptak	Illinois	10	100.0%	.256	.267	129
60	Michael Patison	Texas	10	100.0%	.242	.187	128
61	Elizabeth Chang	Washington	9	90.0%	.350	.262	127
62	Clifford Galiher	California	9	90.0%	.330	.287	127
63	Scott Aefsky	Massachusetts	9	90.0%	.354	.269	126
64	Aaron Dos Remedios	Canada	9	90.0%	.341	.225	126
65	Andy Kravis	New York	8	80.0%	.465	.234	125
66	Matthew LaMagna	Virginia	9	90.0%	.325	.260	125
67	Erik Nickels	California	10	100.0%	.225	.142	125
68	Akosua Asante	Canada	9	90.0%	.334	.215	124
69	Brian Lipinski	District of Columbia	9	90.0%	.325	.207	124
70	Greg Peterson	Illinois	9	90.0%	.315	.244	124
71	Steve Bahnaman	North Carolina	9	90.0%	.337	.298	123
72	Kenji Shimizu	Michigan	9	90.0%	.323	.187	123
73	Ozzie Fallick	California	9	90.0%	.312	.224	123
74	Jack Brounstein	Texas	9	90.0%	.308	.171	123
75	Jeremy Tsai	New Jersey	9	90.0%	.298	.265	122
76	Scott Oberstaedt	Virginia	9	90.0%	.315	.251	121
77	Ramapriya Rangaraju	Kentucky	9	90.0%	.302	.251	121
78	Jordan Brownstein	Virginia	9	90.0%	.295	.175	121
79	Patrick Carthy	Europe	9	90.0%	.290	.218	121
80	Stephen Ours	Virginia	10	100.0%	.212	.151	121
81	Christopher Parsons	Washington	10	100.0%	.191	.219	121
82	Kai Tang	Illinois	8	80.0%	.422	.240	120
83	Kevin Lei	Canada	9	90.0%	.295	.244	120
84	Lawrence Simon	New York	9	90.0%	.287	.262	120
85	Max Smiley	California	9	90.0%	.290	.188	119
86	Lauren Manton	Ohio	9	90.0%	.276	.251	119
87	Jason Serrano	New York	8	80.0%	.421	.237	118
88	Erik Christensen	Canada	8	80.0%	.405	.198	118
89	Dan Passner	New Jersey	10	100.0%	.156	.210	118
90	Stephen Liu	California	8	80.0%	.394	.254	117
91	Aiden Benshimol	Massachusetts	9	90.0%	.272	.197	117
92	Ryan Hemmel	California	10	100.0%	.173	.125	117
93	Paolo Pasco	California	8	80.0%	.382	.246	116
94	Omar Sajjad	California	8	80.0%	.382	.299	116
95	Andrew Fisher	United Kingdom	8	80.0%	.381	.199	116
96	Will Swygart	United Kingdom	8	80.0%	.371	.257	116
97	Tim Crockett	Washington	9	90.0%	.270	.188	116
98	Sean Doyle	Texas	9	90.0%	.266	.210	116
99	Paul Campbell	California	9	90.0%	.264	.198	116
100	Will Howells	United Kingdom	9	90.0%	.262	.215	116
101	Adam Sapa	Canada	9	90.0%	.258	.213	116
102	Danny Lardner	United Kingdom	9	90.0%	.257	.218	116
103	Garrison Page	Kentucky	9	90.0%	.252	.176	116
104	JinAh Kim	Virginia	9	90.0%	.242	.224	116
105	Robert Kilner	Ohio	10	100.0%	.151	.170	116
106	Seoan Webb	United Kingdom	8	80.0%	.370	.261	115
107	Henry Cafaro	Illinois	9	90.0%	.269	.223	115
108	John Kocsis	Virginia	9	90.0%	.256	.215	115
109	Alex Dzurick	Missouri	8	80.0%	.359	.289	114
110	Jacob O'Rourke	Missouri	9	90.0%	.236	.180	114
111	Elisabeth Evan	Ohio	8	80.0%	.373	.260	113
112	Brynn Jones	Alabama	8	80.0%	.364	.226	113
113	Anthony DiCarlo	California	8	80.0%	.341	.220	113
114	Andrew Foerster	North Carolina	9	90.0%	.250	.183	113
115	Michael Olson	Minnesota	9	90.0%	.239	.201	113
116	Myron Meyer	South Dakota	9	90.0%	.235	.225	113
117	Christian Wilson	New York	9	90.0%	.229	.195	113
118	Mike Malloy	Wisconsin	8	80.0%	.348	.257	112
119	Daniel DeFelippis	Europe	9	90.0%	.215	.231	112
120	Amy Whitelaw	Virginia	8	80.0%	.339	.268	111
121	Nolan Jones	Indiana	8	80.0%	.328	.210	111
122	David Cruickshank	United Kingdom	8	80.0%	.323	.243	111
123	Mitchell Rimerman	District of Columbia	8	80.0%	.321	.204	111
124	Sarah Whisenhunt	Virginia	9	90.0%	.231	.158	111
125	Cari Milowicki	Ohio	9	90.0%	.218	.257	111
126	Ned Tagtmeier	Illinois	9	90.0%	.211	.109	111
127	John Presloid	Ohio	9	90.0%	.210	.137	111
128	Jonathan Hunter	Florida	9	90.0%	.206	.256	111
129	William Neiswanger	Washington	10	100.0%	.116	.144	111
130	Kelly Rabin	Washington	8	80.0%	.324	.232	110
131	Tomás Aguilar-Fraga	California	8	80.0%	.319	.223	110
132	Quinn McGarry	Missouri	9	90.0%	.211	.111	110
133	Joshua Levit	Massachusetts	9	90.0%	.201	.228	110
134	Andrew Medlin	Louisiana	9	90.0%	.190	.194	109
135	Thomas Credeur	Louisiana	9	90.0%	.183	.219	109
136	Mick Reinhard	Pennsylvania	8	80.0%	.312	.238	108
137	Matthew Askins	Arizona	8	80.0%	.310	.155	108
138	Ryan Rosenberg	California	8	80.0%	.306	.250	108
139	Ryan Manton	Ohio	8	80.0%	.306	.261	108
140	Gerry Tansey	Missouri	8	80.0%	.292	.211	108
141	William Travis	Texas	8	80.0%	.304	.175	107
142	James Washick	South Carolina	8	80.0%	.300	.253	107
143	Matthew Marcus	Oregon	8	80.0%	.295	.248	107
144	Jenn Tulo	Virginia	9	90.0%	.182	.193	107
145	Michael Coates	Idaho	9	90.0%	.167	.159	107
146	Sean Calhoun	Iowa	9	90.0%	.166	.126	107
147	Nicholas Harrison	Canada	9	90.0%	.156	.204	107
148	Tony Chen	Canada	8	80.0%	.296	.218	106
149	Joey Goldman	United Kingdom	8	80.0%	.288	.200	106
150	Nate Kane	Arizona	8	80.0%	.285	.225	106
151	Hidehiro Anto	California	9	90.0%	.183	.153	106
152	Michael McPartland	United Kingdom	9	90.0%	.155	.240	106
153	Simon Sweeney	Pennsylvania	7	70.0%	.405	.288	105
154	Rachael Peters	Michigan	8	80.0%	.279	.205	105
155	Will Johnson	Virginia	8	80.0%	.279	.207	105
156	Ashwath Seetharaman	Texas	8	80.0%	.277	.191	105
157	Spencer Thrope	Middle East	8	80.0%	.277	.220	105
158	Jonathan Pinyan	New Jersey	9	90.0%	.152	.175	105
159	Jared Cubilla	Canada	7	70.0%	.405	.268	104
160	Michael Arjona	Georgia	8	80.0%	.272	.240	104
161	Gwen Abrams	Nevada	8	80.0%	.271	.198	104
162	Steven Brown	Virginia	8	80.0%	.269	.199	104
163	Tracey Hickman	Oklahoma	8	80.0%	.266	.237	104
164	Daniel Feitel	District of Columbia	7	70.0%	.406	.202	103
165	Henry Blyth	Ohio	7	70.0%	.397	.283	103
166	Eric Li	Massachusetts	8	80.0%	.265	.225	103
167	Jessica Fleischer	Illinois	8	80.0%	.259	.202	103
168	Daniel Jude	California	8	80.0%	.251	.220	103
169	Jimmy Dunn	Michigan	8	80.0%	.250	.138	103
170	Kendall Plapp	New York	8	80.0%	.250	.223	103
171	James Kang	California	9	90.0%	.137	.146	103
172	Matt Smania	Michigan	8	80.0%	.265	.193	102
173	Sarah Benner	Ohio	8	80.0%	.253	.173	102
174	Stan Jastrzebski	Indiana	8	80.0%	.250	.239	102
175	Stephanie Perkins	Missouri	8	80.0%	.247	.205	102
176	David Kiang	Illinois	8	80.0%	.243	.140	102
177	Justin Dusaj	Michigan	8	80.0%	.238	.264	102
178	Josh Hill	Arkansas	9	90.0%	.146	.134	102
179	Nate Muckley	Illinois	9	90.0%	.118	.129	102
180	Cameron Williams	North Carolina	7	70.0%	.382	.227	101
181	Brad Williams	Wisconsin	8	80.0%	.234	.254	101
182	Eric Douglass	South Carolina	8	80.0%	.231	.178	101
183	Kenny Peskin	Virginia	8	80.0%	.226	.242	101
184	Ali Filipowicz	Virginia	7	70.0%	.364	.287	100
185	Julian Saddy	Canada	8	80.0%	.246	.194	100
186	Daniel White	Washington	7	70.0%	.359	.245	99
187	Matthew Hart	Minnesota	7	70.0%	.357	.220	99
188	John Riss	Illinois	7	70.0%	.347	.275	99
189	Kaberi Chakrabarty	Illinois	8	80.0%	.214	.195	99
190	Naveed Chowdhury	California	8	80.0%	.208	.163	99
191	Paul Villaluz	Nevada	8	80.0%	.209	.208	98
192	James Carberry	Louisiana	8	80.0%	.202	.295	98
193	Edward Sanfrey	Ohio	8	80.0%	.220	.189	97
194	Dibyo Haldar	Asia	8	80.0%	.192	.187	97
195	Michael Turner	South Carolina	7	70.0%	.320	.216	96
196	Chuck Yu	Maryland	8	80.0%	.189	.180	96
197	James Denning	Ohio	8	80.0%	.169	.200	96
198	Chauncey Lo	California	7	70.0%	.323	.212	95
199	Zoe Kaperonis	New York	7	70.0%	.317	.190	95
200	Dawson Owens	Ohio	8	80.0%	.193	.183	95
201	Abel Gilsing	Europe	8	80.0%	.190	.184	95
202	Alex Tabor	Virginia	8	80.0%	.185	.158	95
203	Jill Heink	Kentucky	8	80.0%	.182	.165	95
204	Andrew Almas	Canada	7	70.0%	.289	.226	94
205	Sheldon Wong	Illinois	8	80.0%	.164	.172	94
206	Jonathan Hugendubler	Maryland	8	80.0%	.154	.221	94
207	Andy Brown	Illinois	7	70.0%	.290	.212	93
208	Dan Puma	Illinois	7	70.0%	.286	.226	93
209	Evan Knox	North Carolina	8	80.0%	.147	.181	93
210	McKinnie Lee Sizemore	Florida	6	60.0%	.461	.199	92
211	David Edwards	Illinois	7	70.0%	.274	.231	92
212	Shauna McNally	Canada	7	70.0%	.256	.252	92
213	Deb Wells	Pennsylvania	8	80.0%	.125	.184	92
214	Bobb X. Ha	Texas	6	60.0%	.427	.273	91
215	Michael Shang	Maryland	7	70.0%	.254	.228	91
216	James E. Lasker	Texas	8	80.0%	.136	.156	91
217	Jason Lai	New York	8	80.0%	.133	.216	91
218	George Atendido	Minnesota	8	80.0%	.132	.154	91
219	Darrell Johnson	Arizona	7	70.0%	.253	.238	90
220	Mike Myers	California	7	70.0%	.250	.225	90
221	Raul Passement	Texas	7	70.0%	.253	.226	89
222	Natalie Schermer	Washington	7	70.0%	.238	.188	89
223	Kevin McCabe	Colorado	7	70.0%	.235	.188	89
224	Michael Kettler	Ohio	8	80.0%	.114	.145	89
225	Delano Barnes	Texas	8	80.0%	.089	.182	89
226	Lee Henry	Alabama	7	70.0%	.242	.231	88
227	Wesley Erpelding	Minnesota	7	70.0%	.226	.233	87
228	Deleena Simon	Michigan	6	60.0%	.369	.267	86
229	Nick Matchen	Illinois	6	60.0%	.359	.272	86
230	Victor Pavao	Massachusetts	7	70.0%	.219	.200	86
231	Losha Ndemeno-Tegomoh	Minnesota	7	70.0%	.214	.168	86
232	Michael Bentley	Washington	7	70.0%	.193	.217	86
233	Lars Melton	Virginia	6	60.0%	.357	.193	85
234	Harry White	Virginia	7	70.0%	.202	.151	85
235	Chris Hale	Virginia	7	70.0%	.187	.236	84
236	Mary Foley	Arizona	7	70.0%	.183	.242	84
237	Connor Teevens	Michigan	7	70.0%	.183	.241	84
238	Aaron Lichtig	Maryland	7	70.0%	.179	.143	84
239	Matthew Grieco	New York	6	60.0%	.306	.299	83
240	Siddharth Hariharan	Maryland	7	70.0%	.179	.136	83
241	Blake Andert	Minnesota	7	70.0%	.178	.171	83
242	Avery Strangstalien	Wisconsin	7	70.0%	.165	.135	83
243	Michael Joy	Michigan	7	70.0%	.152	.178	83
244	Jenna Hull	California	7	70.0%	.168	.135	82
245	Erik Eide	Canada	6	60.0%	.302	.236	81
246	Brian Morehouse	Connecticut	6	60.0%	.299	.191	81
247	Zane Placie	Georgia	7	70.0%	.145	.114	80
248	Andrey Goder	California	7	70.0%	.121	.153	80
249	Trevor Greissinger	Wisconsin	7	70.0%	.143	.157	78
250	Liz Fujita	Michigan	7	70.0%	.093	.141	78
251	Andrew Fanko	United Kingdom	5	50.0%	.420	.249	76
252	Kenneth Martin	Illinois	6	60.0%	.240	.201	76
253	Danielle Long	Illinois	6	60.0%	.217	.244	76
254	Jason Laabs	Minnesota	7	70.0%	.103	.087	76
255	Joe Nutter	Georgia	7	70.0%	.080	.105	76
256	Douglas Wilham	Kentucky	7	70.0%	.077	.170	76
257	Owen Cooper	Alabama	6	60.0%	.234	.257	75
258	Alexander Bandukwala	Illinois	6	60.0%	.208	.174	74
259	Jackson Todd	Georgia	6	60.0%	.204	.237	74
260	Ben Smith	Canada	6	60.0%	.223	.150	73
261	Mahit Karadigudda	California	6	60.0%	.174	.154	73
262	Tommy Segi	Ohio	7	70.0%	.045	.092	73
263	Benjamin Livingston	Minnesota	6	60.0%	.175	.139	72
264	Bryan Householder	Ohio	6	60.0%	.169	.162	71
265	Jessica Chellino	Florida	6	60.0%	.130	.122	68
266	Greg Garbee	Florida	5	50.0%	.280	.214	66
267	Dan Ni	New York	5	50.0%	.246	.272	63
268	Emily Fletcher	Texas	5	50.0%	.229	.172	63
269	Louis Johnson	Alabama	5	50.0%	.154	.112	58
270	Brian Hamilton	Oregon	4	40.0%	.345	.300	56
271	Connor Gozycki	North Carolina	5	50.0%	.146	.227	56
272	Brock Stephenson	Canada	5	50.0%	.123	.150	56
273	Susan Corbus	Illinois	5	50.0%	.007	.011	50
274	David Snoddon	Canada	4	40.0%	.171	.151	47
275	Padraig Finan	Washington	4	40.0%	.085	.231	43
276	Rikiya Cheaves	Florida	3	30.0%	.186	.262	35
277	Violet Hundt	Wisconsin	3	30.0%	.107	.170	33
278	Guan Tong Tay	Asia	0	0.0%	-1.000	.009	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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