2023 Popular Culture Week 33

Standings

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#	Player	Region	# Correct	% Correct	Average Correct Celerity	Std. Dev. Celerity	Score
1	Adam Escandell	Texas	10	100.0%	.391	.215	146
2	Tony Chen	Canada	10	100.0%	.375	.281	146
3	Evan Nagler	New York	10	100.0%	.378	.196	143
4	Andy Kravis	New York	10	100.0%	.356	.243	142
5	Steve Bahnaman	North Carolina	10	100.0%	.358	.222	141
6	Brian Lipinski	District of Columbia	10	100.0%	.324	.241	138
7	Jason Sterlacci	New Jersey	10	100.0%	.315	.198	137
8	Benjamin Kitchen	Colorado	9	90.0%	.435	.192	136
9	Jason Serrano	New York	9	90.0%	.410	.220	134
10	Stephen Morrison	Michigan	10	100.0%	.289	.226	133
11	Tracey Hickman	Oklahoma	9	90.0%	.401	.274	132
12	Harley Andrew	Wisconsin	9	90.0%	.385	.271	132
13	Kyle Kahan	California	10	100.0%	.279	.264	132
14	William Travis	Texas	9	90.0%	.396	.213	131
15	Darrell Johnson	Arizona	10	100.0%	.261	.232	130
16	Andy Brown	Illinois	9	90.0%	.380	.184	129
17	Adam Sapa	Canada	10	100.0%	.247	.232	129
18	Alex Schmidt	Pennsylvania	10	100.0%	.255	.222	128
19	Chris Miller	Kentucky	9	90.0%	.346	.237	126
20	Christine Irwin	Canada	10	100.0%	.233	.247	126
21	Jack Brounstein	Texas	9	90.0%	.336	.219	125
22	Charlie Fritz	Illinois	9	90.0%	.333	.260	125
23	Stephen Liu	California	10	100.0%	.221	.231	125
24	Anthony DiCarlo	California	9	90.0%	.330	.227	124
25	Craig Moysey	Canada	9	90.0%	.320	.253	124
26	Scott Latchem	California	10	100.0%	.228	.190	124
27	Matthew Marcotte	California	8	80.0%	.449	.264	123
28	Spencer Thrope	Middle East	9	90.0%	.318	.230	123
29	Jack Wolverton	Missouri	9	90.0%	.310	.177	123
30	Devon Edwards	New York	9	90.0%	.309	.247	122
31	Michael Olson	Minnesota	9	90.0%	.307	.243	122
32	Frank Grabowski	Pennsylvania	10	100.0%	.200	.188	122
33	Drew Scheeler	Ohio	9	90.0%	.312	.249	121
34	Tomás Aguilar-Fraga	California	9	90.0%	.307	.226	121
35	Mazin Omer	Massachusetts	9	90.0%	.304	.165	121
36	Jason Hess	Texas	9	90.0%	.297	.216	121
37	Jordan Brownstein	Virginia	9	90.0%	.287	.281	121
38	Lawrence Simon	New York	9	90.0%	.285	.310	121
39	Tucker Warner	New York	8	80.0%	.396	.319	119
40	Jeremy Tsai	New Jersey	9	90.0%	.285	.214	119
41	Alex Dzurick	Missouri	9	90.0%	.281	.196	119
42	Deleena Simon	Michigan	9	90.0%	.276	.258	119
43	Kenji Shimizu	Michigan	9	90.0%	.271	.266	119
44	Omar Sajjad	California	9	90.0%	.265	.288	119
45	Theo Howe	United Kingdom	9	90.0%	.277	.257	118
46	Anthony Peek	Louisiana	9	90.0%	.268	.241	118
47	Mitchell Rimerman	District of Columbia	9	90.0%	.264	.252	118
48	Sean Calhoun	Iowa	10	100.0%	.181	.219	118
49	Matthew Marcus	Oregon	10	100.0%	.164	.176	118
50	Daniel Chung	California	8	80.0%	.398	.284	117
51	Dillon Edwards	Wisconsin	9	90.0%	.255	.243	117
52	Paolo Pasco	California	9	90.0%	.268	.266	116
53	Elisabeth Evan	Ohio	9	90.0%	.263	.168	116
54	Gerry Tansey	Missouri	9	90.0%	.257	.150	116
55	Scott Aefsky	Massachusetts	9	90.0%	.256	.185	116
56	Dibyo Haldar	Asia	10	100.0%	.135	.251	116
57	Joshua Levit	Massachusetts	8	80.0%	.366	.289	115
58	Rahul Rao-Pothuraju	New York	8	80.0%	.364	.155	115
59	Kane Keller	Louisiana	9	90.0%	.244	.118	114
60	Shannon Jamison	Virginia	9	90.0%	.234	.260	114
61	Paul Campbell	California	9	90.0%	.236	.213	113
62	William Neiswanger	Washington	9	90.0%	.231	.210	113
63	Akosua Asante	Canada	9	90.0%	.223	.196	113
64	James Dowd	Hawaii	9	90.0%	.219	.181	113
65	Daniel Feitel	District of Columbia	8	80.0%	.342	.213	112
66	Erik Nickels	California	9	90.0%	.232	.147	112
67	Elizabeth Chang	Washington	9	90.0%	.221	.157	112
68	Andrew Dupont	California	9	90.0%	.219	.183	112
69	John Presloid	Ohio	8	80.0%	.329	.225	111
70	Daniel Jude	California	9	90.0%	.227	.171	111
71	Chauncey Lo	California	9	90.0%	.225	.235	111
72	Clifford Galiher	California	8	80.0%	.325	.264	110
73	Will Swygart	United Kingdom	8	80.0%	.319	.224	109
74	Daniel White	Washington	8	80.0%	.306	.245	109
75	Michael Coates	Idaho	9	90.0%	.196	.138	109
76	John Petrovich	Indiana	9	90.0%	.194	.240	109
77	Ali Filipowicz	Virginia	9	90.0%	.194	.199	109
78	William Marshall	Alabama	7	70.0%	.444	.301	108
79	Greg Peterson	Illinois	8	80.0%	.302	.248	108
80	Andrew Foerster	North Carolina	9	90.0%	.187	.200	108
81	Daniel Galitsky	District of Columbia	9	90.0%	.180	.263	108
82	McKinnie Lee Sizemore	Florida	8	80.0%	.296	.216	107
83	Jesse Tow	Illinois	9	90.0%	.188	.142	107
84	Naveed Chowdhury	California	9	90.0%	.171	.238	107
85	Joey Goldman	United Kingdom	7	70.0%	.429	.151	106
86	Alec Chao	District of Columbia	8	80.0%	.283	.161	106
87	Kendall Plapp	New York	8	80.0%	.273	.252	106
88	Radu Popescu	Canada	8	80.0%	.271	.174	106
89	Talia Fan	Canada	9	90.0%	.178	.232	106
90	Lee Henry	Alabama	9	90.0%	.168	.236	106
91	Aiden Benshimol	Massachusetts	9	90.0%	.159	.113	106
92	Ryan Rosenberg	California	8	80.0%	.294	.207	105
93	Dan Puma	Illinois	8	80.0%	.290	.220	105
94	Erik Eide	Canada	8	80.0%	.287	.232	105
95	Derek Martz	Illinois	8	80.0%	.285	.173	105
96	Jason Palmer	Ohio	8	80.0%	.259	.196	105
97	Kai Tang	Illinois	9	90.0%	.168	.153	105
98	Jenn Tulo	Virginia	9	90.0%	.165	.231	105
99	Matthew LaMagna	Virginia	9	90.0%	.159	.095	105
100	Robert Kilner	Ohio	9	90.0%	.152	.175	105
101	Kevin McCabe	Colorado	9	90.0%	.147	.213	105
102	Finn Bender	Wisconsin	7	70.0%	.399	.324	104
103	Ryan Luptak	Illinois	9	90.0%	.165	.134	104
104	John Kocsis	Virginia	9	90.0%	.162	.137	104
105	Victor Pavao	Massachusetts	7	70.0%	.400	.280	103
106	Aaron Dos Remedios	Canada	8	80.0%	.260	.225	103
107	Chris Abrams	Nevada	8	80.0%	.249	.200	103
108	Lauren Manton	Ohio	9	90.0%	.140	.131	103
109	Jack Van Nostrand	Canada	7	70.0%	.392	.277	102
110	Max Smiley	California	8	80.0%	.248	.174	102
111	Eric Douglass	South Carolina	8	80.0%	.243	.279	102
112	Scott Oberstaedt	Virginia	8	80.0%	.241	.206	102
113	Tim Crockett	Washington	8	80.0%	.239	.159	102
114	Henry Blyth	Ohio	9	90.0%	.139	.108	102
115	Andrew Medlin	Louisiana	9	90.0%	.135	.159	102
116	Joseph Langas	Texas	7	70.0%	.370	.204	101
117	Jeff Frank	Indiana	8	80.0%	.242	.226	101
118	Thomas Credeur	Louisiana	8	80.0%	.236	.263	101
119	Ewan Munro	Australia & Oceania	8	80.0%	.227	.189	101
120	Deb Wells	Pennsylvania	8	80.0%	.227	.236	101
121	Julian Saddy	Canada	9	90.0%	.134	.099	101
122	Bobb X. Ha	Texas	7	70.0%	.382	.191	100
123	Ryan Milowicki	Connecticut	7	70.0%	.360	.228	100
124	Pranav Veluri	Indiana	8	80.0%	.245	.207	100
125	Michael Patison	Texas	8	80.0%	.222	.168	100
126	Matt Smania	Michigan	8	80.0%	.219	.168	100
127	Mike Myers	California	9	90.0%	.114	.132	100
128	Randall Eng	New York	7	70.0%	.333	.278	99
129	Brynn Jones	Alabama	7	70.0%	.344	.226	98
130	Steven Brown	Virginia	8	80.0%	.206	.155	98
131	Arlo Lyle	Arkansas	8	80.0%	.195	.242	98
132	Raul Passement	Texas	8	80.0%	.197	.141	97
133	Tristan Clarke	Arizona	8	80.0%	.189	.201	97
134	John Riss	Illinois	7	70.0%	.322	.281	96
135	Carlos Hernandez Fisher	Canada	7	70.0%	.305	.266	96
136	Russ Hart	New York	8	80.0%	.181	.167	96
137	JinAh Kim	Virginia	7	70.0%	.316	.304	95
138	Chris Ottolino	Missouri	7	70.0%	.306	.217	95
139	Michael Kettler	Ohio	7	70.0%	.296	.267	95
140	Kari Race	Wisconsin	7	70.0%	.292	.230	95
141	Nick Matchen	Illinois	8	80.0%	.192	.107	95
142	Kenneth Martin	Illinois	8	80.0%	.175	.163	95
143	Ned Tagtmeier	Illinois	7	70.0%	.309	.177	94
144	Nate Kane	Arizona	7	70.0%	.299	.212	94
145	Mick Reinhard	Pennsylvania	7	70.0%	.296	.240	94
146	Henry Cafaro	Illinois	7	70.0%	.291	.254	94
147	Myron Meyer	South Dakota	7	70.0%	.289	.264	94
148	Siddharth Hariharan	Maryland	7	70.0%	.290	.228	93
149	Eric Li	Massachusetts	7	70.0%	.288	.277	93
150	Jack Rousseau	California	7	70.0%	.284	.264	93
151	Nicholas Harrison	Canada	8	80.0%	.154	.184	93
152	Darren Petrosino	New Jersey	7	70.0%	.279	.226	92
153	James Washick	South Carolina	7	70.0%	.273	.195	92
154	Michael Arjona	Georgia	8	80.0%	.144	.151	92
155	Simon Sweeney	Pennsylvania	7	70.0%	.261	.245	91
156	Michael Turner	South Carolina	8	80.0%	.134	.160	91
157	Cameron Williams	North Carolina	8	80.0%	.122	.159	91
158	Shauna McNally	Canada	8	80.0%	.120	.269	91
159	Stan Jastrzebski	Indiana	7	70.0%	.254	.257	90
160	Ashwath Seetharaman	Texas	7	70.0%	.246	.203	90
161	Tyler Berry	Canada	8	80.0%	.150	.184	90
162	Abel Gilsing	Europe	8	80.0%	.119	.267	90
163	Jimmy Dunn	Michigan	7	70.0%	.251	.240	89
164	Erik Christensen	Canada	7	70.0%	.250	.214	89
165	Michael McPartland	United Kingdom	7	70.0%	.244	.245	89
166	Kenny Peskin	Virginia	7	70.0%	.237	.187	89
167	James Denning	Ohio	7	70.0%	.226	.294	89
168	Christopher Parsons	Washington	8	80.0%	.110	.100	89
169	Will Howells	United Kingdom	8	80.0%	.112	.071	88
170	Lauren Cusitello	California	7	70.0%	.233	.186	87
171	Daniel DeFelippis	Europe	7	70.0%	.215	.184	87
172	Jonathan Hugendubler	Maryland	8	80.0%	.084	.137	87
173	Mike Malloy	Wisconsin	7	70.0%	.213	.177	86
174	Jonathan Pinyan	New Jersey	7	70.0%	.211	.226	86
175	Will Johnson	Virginia	7	70.0%	.203	.112	86
176	James Carberry	Louisiana	8	80.0%	.077	.096	86
177	Ryan Hemmel	California	7	70.0%	.213	.138	85
178	Michael Bentley	Washington	7	70.0%	.193	.197	85
179	David Kiang	Illinois	7	70.0%	.192	.349	85
180	Matthew Grieco	New York	7	70.0%	.192	.155	85
181	Tom Minard	Canada	7	70.0%	.191	.209	85
182	Stephanie Perkins	Missouri	8	80.0%	.068	.079	85
183	Chuck Yu	Maryland	7	70.0%	.184	.238	84
184	Sarah Whisenhunt	Virginia	7	70.0%	.183	.091	84
185	Jared Cubilla	Canada	6	60.0%	.327	.271	83
186	Jackson Todd	Georgia	6	60.0%	.323	.213	83
187	Matthew Askins	Arizona	7	70.0%	.182	.115	83
188	Matt Coleman	Washington	7	70.0%	.180	.160	83
189	Andrew Almas	Canada	7	70.0%	.170	.236	83
190	John Brock	Massachusetts	7	70.0%	.152	.236	83
191	Tommy Segi	Ohio	8	80.0%	.046	.056	83
192	Patrick Carthy	Europe	6	60.0%	.329	.235	82
193	Cari Milowicki	Ohio	7	70.0%	.173	.251	82
194	Dan Passner	New Jersey	7	70.0%	.146	.221	82
195	Benjamin Livingston	Minnesota	6	60.0%	.303	.254	81
196	Kevin Lei	Canada	6	60.0%	.287	.301	81
197	John Stewart	Virginia	7	70.0%	.157	.232	81
198	Nora Denning	Ohio	7	70.0%	.146	.109	81
199	Kaberi Chakrabarty	Illinois	7	70.0%	.145	.145	81
200	Paul Villaluz	Nevada	7	70.0%	.145	.116	80
201	Trevor Greissinger	Wisconsin	7	70.0%	.136	.131	80
202	Andrew Fanko	United Kingdom	7	70.0%	.150	.085	79
203	Andrey Goder	California	7	70.0%	.133	.232	79
204	Ben Smith	Canada	7	70.0%	.133	.113	79
205	Nate Muckley	Illinois	7	70.0%	.123	.125	79
206	Edward Sanfrey	Ohio	7	70.0%	.118	.126	79
207	Gwen Abrams	Nevada	7	70.0%	.126	.140	78
208	Losha Ndemeno-Tegomoh	Minnesota	7	70.0%	.123	.152	78
209	Chris Becker	Maryland	7	70.0%	.109	.106	78
210	James Kang	California	6	60.0%	.248	.184	77
211	Christian Wilson	New York	6	60.0%	.243	.265	77
212	Lars Melton	Virginia	7	70.0%	.109	.082	77
213	Jason Lai	New York	7	70.0%	.092	.120	77
214	Brian Hamilton	Oregon	6	60.0%	.246	.186	76
215	Stephen Ours	Virginia	6	60.0%	.245	.168	76
216	Owen Cooper	Alabama	6	60.0%	.243	.298	76
217	Zoe Kaperonis	New York	6	60.0%	.242	.244	76
218	David Cruickshank	United Kingdom	7	70.0%	.102	.072	76
219	George Atendido	Minnesota	6	60.0%	.207	.232	75
220	James E. Lasker	Texas	6	60.0%	.226	.136	74
221	Andrew Fisher	United Kingdom	6	60.0%	.224	.145	74
222	Natalie Schermer	Washington	6	60.0%	.213	.157	74
223	Avery Strangstalien	Wisconsin	6	60.0%	.206	.263	74
224	Joe Nutter	Georgia	7	70.0%	.090	.112	74
225	Brock Stephenson	Canada	7	70.0%	.072	.099	74
226	Bryan Householder	Ohio	7	70.0%	.045	.058	73
227	Gail Celio	Minnesota	6	60.0%	.195	.202	72
228	Jenna Hull	California	6	60.0%	.188	.250	72
229	Danny Lardner	United Kingdom	6	60.0%	.184	.206	72
230	Rikiya Cheaves	Florida	6	60.0%	.176	.197	72
231	Lynn Yu	California	6	60.0%	.174	.152	72
232	Brad Williams	Wisconsin	6	60.0%	.170	.233	71
233	Danielle Long	Illinois	6	60.0%	.163	.216	71
234	John Lance	Colorado	5	50.0%	.357	.266	70
235	Stacy Bridgette	West Virginia	6	60.0%	.178	.145	70
236	Candy Murphy	Virginia	6	60.0%	.165	.118	70
237	Brian Morehouse	Connecticut	6	60.0%	.142	.211	69
238	Sarah Benner	Ohio	5	50.0%	.319	.219	68
239	Jill Heink	Kentucky	6	60.0%	.139	.105	68
240	Aaron Lichtig	Maryland	6	60.0%	.116	.093	67
241	Jacob O'Rourke	Missouri	6	60.0%	.106	.104	66
242	Justin Dusaj	Michigan	6	60.0%	.106	.213	66
243	Josh Hill	Arkansas	6	60.0%	.096	.085	66
244	Jessica Fleischer	Illinois	6	60.0%	.096	.093	66
245	Cody Donahue	Mississippi	6	60.0%	.091	.128	66
246	Michael Shang	Maryland	5	50.0%	.264	.242	65
247	Harry White	Virginia	5	50.0%	.257	.255	65
248	Haley Gambrell	South Carolina	6	60.0%	.119	.088	65
249	Jason Laabs	Minnesota	5	50.0%	.246	.198	64
250	Jonathan Hunter	Florida	6	60.0%	.063	.153	64
251	David Edwards	Illinois	5	50.0%	.226	.177	63
252	Parth Jagtap	Canada	5	50.0%	.219	.166	63
253	Delano Barnes	Texas	6	60.0%	.054	.088	63
254	Garrison Page	Kentucky	6	60.0%	.079	.034	62
255	Mary Foley	Arizona	5	50.0%	.152	.281	59
256	Josh Walker	Ohio	4	40.0%	.392	.243	58
257	Jessica Chellino	Florida	5	50.0%	.170	.103	58
258	Amy Whitelaw	Virginia	5	50.0%	.126	.159	56
259	Quinn McGarry	Missouri	4	40.0%	.282	.345	54
260	Chris Hale	Virginia	5	50.0%	.082	.105	53
261	David Snoddon	Canada	5	50.0%	.068	.088	53
262	Joshua Grischow	Ohio	5	50.0%	.060	.088	52
263	Dawson Owens	Ohio	5	50.0%	.055	.099	51
264	Kelly Rabin	Washington	4	40.0%	.174	.129	48
265	Michael Joy	Michigan	4	40.0%	.133	.155	46
266	Alexander Bandukwala	Illinois	4	40.0%	.033	.051	41
267	Emily Fletcher	Texas	3	30.0%	.224	.214	37
268	Violet Hundt	Wisconsin	3	30.0%	.180	.169	36
269	Dan Ni	New York	3	30.0%	.144	.105	34
270	Douglas Wilham	Kentucky	3	30.0%	.116	.160	33
271	Sheldon Wong	Illinois	3	100.0%	.000	.000	30
272	Padraig Finan	Washington	2	20.0%	.073	.445	21
273	Sally Kittrell	Kansas	2	20.0%	.049	.131	20
274	Louis Johnson	Alabama	1	10.0%	.072	.032	10
275	Amory Kaufman	Minnesota	0	0.0%	-1.000	-1.000	0
276	Guan Tong Tay	Asia	0	0.0%	-1.000	.026	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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