2023 Popular Culture Week 27

Standings

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#	Player	Region	# Correct	% Correct	Average Correct Celerity	Std. Dev. Celerity	Score
1	Scott Latchem	California	10	100.0%	.524	.231	164
2	Matthew Marcotte	California	10	100.0%	.468	.130	157
3	Jason Sterlacci	New Jersey	10	100.0%	.442	.202	154
4	Bobb X. Ha	Texas	10	100.0%	.447	.270	152
5	Jason Hess	Texas	10	100.0%	.376	.165	145
6	Jack Rousseau	California	10	100.0%	.378	.234	144
7	Jason Serrano	New York	10	100.0%	.382	.253	143
8	Kyle Kahan	California	10	100.0%	.372	.177	142
9	Derek Martz	Illinois	10	100.0%	.356	.189	142
10	Jack Van Nostrand	Canada	9	90.0%	.471	.260	141
11	Alex Schmidt	Pennsylvania	10	100.0%	.355	.146	141
12	Ryan Milowicki	Connecticut	10	100.0%	.349	.193	141
13	Brian Lipinski	District of Columbia	9	90.0%	.462	.175	139
14	Craig Moysey	Canada	10	100.0%	.347	.147	139
15	Naveed Chowdhury	California	10	100.0%	.333	.168	139
16	Akosua Asante	Canada	10	100.0%	.331	.202	139
17	Chris Miller	Kentucky	10	100.0%	.322	.230	138
18	Michael Kettler	Ohio	10	100.0%	.315	.279	138
19	Benjamin Kitchen	Colorado	9	90.0%	.443	.109	137
20	Evan Nagler	New York	10	100.0%	.332	.158	137
21	Drew Scheeler	Ohio	10	100.0%	.312	.194	137
22	Andy Kravis	New York	9	90.0%	.429	.197	135
23	Stephen Morrison	Michigan	10	100.0%	.308	.103	135
24	Tucker Warner	New York	9	90.0%	.423	.253	134
25	Chris Abrams	Nevada	9	90.0%	.407	.210	134
26	James Dowd	Hawaii	10	100.0%	.313	.182	134
27	Lawrence Simon	New York	10	100.0%	.287	.282	134
28	Aaron Dos Remedios	Canada	9	90.0%	.409	.204	133
29	Steven Brown	Virginia	9	90.0%	.399	.237	133
30	Nate Kane	Arizona	10	100.0%	.289	.235	133
31	Randall Eng	New York	9	90.0%	.387	.169	132
32	Charlie Fritz	Illinois	10	100.0%	.272	.206	132
33	Kane Keller	Louisiana	10	100.0%	.262	.250	131
34	Joey Goldman	United Kingdom	10	100.0%	.253	.216	131
35	Theo Howe	United Kingdom	9	90.0%	.375	.229	130
36	Jack Brounstein	Texas	9	90.0%	.372	.257	129
37	Jeff Frank	Indiana	9	90.0%	.355	.248	129
38	Omar Sajjad	California	9	90.0%	.349	.265	128
39	Myron Meyer	South Dakota	9	90.0%	.342	.279	128
40	Alec Chao	District of Columbia	10	100.0%	.247	.294	128
41	Radu Popescu	Canada	10	100.0%	.234	.267	128
42	John Riss	Illinois	9	90.0%	.347	.176	127
43	Clifford Galiher	California	10	100.0%	.246	.226	127
44	Alex Paskevicius	Canada	10	100.0%	.227	.215	127
45	Matt Coleman	Washington	9	90.0%	.346	.276	126
46	Jason Palmer	Ohio	10	100.0%	.233	.157	126
47	Adam Escandell	Texas	9	90.0%	.329	.209	125
48	Lauren Manton	Ohio	10	100.0%	.218	.181	125
49	Robert Kilner	Ohio	10	100.0%	.210	.280	125
50	Lee Henry	Alabama	9	90.0%	.335	.211	124
51	William Travis	Texas	9	90.0%	.332	.207	124
52	Greg Peterson	Illinois	9	90.0%	.319	.187	124
53	Mike Myers	California	8	80.0%	.449	.248	123
54	Ryan Manton	Ohio	9	90.0%	.314	.248	123
55	Michael Patison	Texas	10	100.0%	.195	.215	123
56	Owen Cooper	Alabama	8	80.0%	.451	.278	122
57	Paolo Pasco	California	9	90.0%	.315	.192	122
58	Stephen Liu	California	9	90.0%	.304	.200	122
59	McKinnie Lee Sizemore	Florida	8	80.0%	.438	.195	121
60	Dan Puma	Illinois	9	90.0%	.314	.185	121
61	Harley Andrew	Wisconsin	9	90.0%	.305	.179	121
62	Scott Aefsky	Massachusetts	9	90.0%	.304	.246	121
63	Ramapriya Rangaraju	Kentucky	9	90.0%	.298	.149	121
64	Tomás Aguilar-Fraga	California	9	90.0%	.289	.156	121
65	Kelly Rabin	Washington	10	100.0%	.195	.214	121
66	Chris Ottolino	Missouri	7	70.0%	.584	.216	120
67	John Presloid	Ohio	9	90.0%	.296	.234	120
68	Tim Crockett	Washington	9	90.0%	.295	.164	120
69	Paul Campbell	California	9	90.0%	.293	.172	120
70	Dillon Edwards	Wisconsin	10	100.0%	.204	.196	120
71	Nick Matchen	Illinois	9	90.0%	.284	.230	119
72	Tom Minard	Canada	9	90.0%	.269	.163	119
73	Pranav Veluri	Indiana	9	90.0%	.293	.188	118
74	Will Johnson	Virginia	9	90.0%	.269	.168	118
75	Patrick Carthy	Europe	9	90.0%	.269	.187	118
76	Jenn Tulo	Virginia	9	90.0%	.263	.263	118
77	Max Smiley	California	9	90.0%	.263	.214	118
78	Elizabeth Chang	Washington	8	80.0%	.402	.220	117
79	Michael Olson	Minnesota	9	90.0%	.268	.187	117
80	Arlo Lyle	Arkansas	9	90.0%	.256	.221	117
81	Rahul Rao-Pothuraju	New York	9	90.0%	.256	.207	117
82	Dan Passner	New Jersey	9	90.0%	.250	.223	117
83	Sean Calhoun	Iowa	10	100.0%	.168	.144	117
84	Ned Tagtmeier	Illinois	10	100.0%	.147	.174	117
85	Jordan Brownstein	Virginia	8	80.0%	.395	.227	116
86	Andrew Dupont	California	8	80.0%	.374	.241	116
87	Spencer Thrope	Middle East	9	90.0%	.270	.224	116
88	Kyle Morehouse	Connecticut	9	90.0%	.248	.244	116
89	James Denning	Ohio	10	100.0%	.144	.097	116
90	Eric Douglass	South Carolina	8	80.0%	.368	.269	115
91	Erik Eide	Canada	8	80.0%	.367	.268	115
92	Michael McPartland	United Kingdom	9	90.0%	.245	.210	115
93	Russ Hart	New York	9	90.0%	.241	.240	115
94	Ali Filipowicz	Virginia	8	80.0%	.359	.234	114
95	Matthew LaMagna	Virginia	8	80.0%	.358	.161	114
96	Erik Christensen	Canada	9	90.0%	.248	.225	114
97	Lars Melton	Virginia	9	90.0%	.234	.204	114
98	Joshua Levit	Massachusetts	9	90.0%	.233	.189	114
99	Anthony Peek	Louisiana	8	80.0%	.355	.277	113
100	Tyler Berry	Canada	9	90.0%	.241	.168	113
101	Andrew Medlin	Louisiana	9	90.0%	.237	.171	113
102	Tracey Hickman	Oklahoma	9	90.0%	.228	.216	113
103	Carlos Hernandez Fisher	Canada	7	70.0%	.510	.218	112
104	Michael Turner	South Carolina	8	80.0%	.341	.299	112
105	Edward Sanfrey	Ohio	8	80.0%	.330	.249	112
106	Chris Becker	Maryland	9	90.0%	.228	.197	112
107	Erik Nickels	California	8	80.0%	.337	.242	111
108	Mick Reinhard	Pennsylvania	8	80.0%	.327	.221	111
109	Kendall Plapp	New York	10	100.0%	.133	.119	111
110	Daniel Jude	California	9	90.0%	.219	.154	110
111	Andy Brown	Illinois	9	90.0%	.194	.190	110
112	Henry Cafaro	Illinois	8	80.0%	.315	.197	109
113	David Cruickshank	United Kingdom	8	80.0%	.308	.233	109
114	Matthew Marcus	Oregon	8	80.0%	.304	.208	109
115	James Kang	California	9	90.0%	.210	.171	109
116	Finn Bender	Wisconsin	8	80.0%	.325	.229	108
117	Julian Saddy	Canada	8	80.0%	.295	.222	108
118	Sarah Whisenhunt	Virginia	8	80.0%	.293	.248	108
119	Rachael Peters	Michigan	10	100.0%	.069	.127	108
120	Jared Cubilla	Canada	8	80.0%	.280	.263	107
121	Ryan Hemmel	California	9	90.0%	.186	.164	107
122	Will Howells	United Kingdom	9	90.0%	.183	.166	107
123	Nate Muckley	Illinois	9	90.0%	.177	.203	107
124	William Marshall	Alabama	9	90.0%	.172	.221	107
125	Gail Celio	Minnesota	9	90.0%	.169	.127	107
126	Tommy Segi	Ohio	9	90.0%	.165	.278	107
127	Daniel Galitsky	District of Columbia	10	100.0%	.057	.149	107
128	Lauren Cusitello	California	8	80.0%	.288	.198	106
129	David Edwards	Illinois	8	80.0%	.273	.195	106
130	Jack Wolverton	Missouri	8	80.0%	.270	.189	106
131	Jackson Todd	Georgia	8	80.0%	.270	.283	106
132	Chauncey Lo	California	9	90.0%	.172	.174	106
133	Daniel DeFelippis	Europe	9	90.0%	.165	.174	106
134	Kevin Lei	Canada	9	90.0%	.160	.147	106
135	Gerry Tansey	Missouri	8	80.0%	.292	.139	105
136	Ben Smith	Canada	8	80.0%	.275	.172	105
137	Parth Jagtap	Canada	8	80.0%	.273	.286	105
138	Zoe Madonna	Massachusetts	8	80.0%	.268	.150	105
139	Adam Sapa	Canada	9	90.0%	.173	.147	105
140	Ozzie Fallick	California	9	90.0%	.153	.170	105
141	Kari Race	Wisconsin	7	70.0%	.419	.269	104
142	Kenji Shimizu	Michigan	7	70.0%	.415	.203	104
143	Justin Dusaj	Michigan	8	80.0%	.268	.243	104
144	Kaberi Chakrabarty	Illinois	8	80.0%	.255	.178	103
145	Christine Irwin	Canada	8	80.0%	.251	.108	103
146	Kenneth Martin	Illinois	9	90.0%	.147	.178	103
147	Andrew Foerster	North Carolina	8	80.0%	.252	.184	102
148	Benjamin Livingston	Minnesota	8	80.0%	.251	.190	102
149	Brian Hamilton	Oregon	8	80.0%	.237	.204	102
150	Michael Coates	Idaho	8	80.0%	.237	.204	102
151	Daniel Feitel	District of Columbia	7	70.0%	.385	.121	101
152	Seoan Webb	United Kingdom	7	70.0%	.384	.256	101
153	Stan Jastrzebski	Indiana	7	70.0%	.376	.204	101
154	David Kiang	Illinois	7	70.0%	.371	.224	101
155	Will Swygart	United Kingdom	7	70.0%	.364	.236	101
156	Simon Sweeney	Pennsylvania	8	80.0%	.230	.219	101
157	Michael Shang	Maryland	9	90.0%	.125	.144	101
158	Brad Williams	Wisconsin	8	80.0%	.231	.144	100
159	Darrell Johnson	Arizona	8	80.0%	.228	.211	100
160	Ewan Munro	Australia & Oceania	8	80.0%	.219	.238	100
161	Christopher Harris	Texas	8	80.0%	.213	.182	100
162	Michael Arjona	Georgia	8	80.0%	.206	.190	100
163	Matthew Askins	Arizona	9	90.0%	.100	.123	100
164	Mike Malloy	Wisconsin	7	70.0%	.358	.245	99
165	John Kocsis	Virginia	8	80.0%	.235	.180	99
166	Tristan Clarke	Arizona	8	80.0%	.208	.169	99
167	Alex Dzurick	Missouri	9	90.0%	.098	.135	99
168	Jenna Hull	California	8	80.0%	.221	.142	98
169	Danny Lardner	United Kingdom	8	80.0%	.202	.200	98
170	William Neiswanger	Washington	8	80.0%	.186	.169	98
171	James Washick	South Carolina	7	70.0%	.339	.247	97
172	Stephen Ours	Virginia	7	70.0%	.329	.282	97
173	Anthony DiCarlo	California	8	80.0%	.191	.191	97
174	Brian Morehouse	Connecticut	8	80.0%	.191	.227	97
175	Dibyo Haldar	Asia	8	80.0%	.190	.208	97
176	Mazin Omer	Massachusetts	8	80.0%	.188	.208	97
177	Aaron Lichtig	Maryland	7	70.0%	.315	.231	96
178	Jesse Tow	Illinois	7	70.0%	.310	.151	96
179	Shauna McNally	Canada	8	80.0%	.172	.161	96
180	Paul Villaluz	Nevada	8	80.0%	.172	.166	96
181	JinAh Kim	Virginia	7	70.0%	.311	.182	95
182	Henry Blyth	Ohio	8	80.0%	.188	.217	95
183	Matthew Grieco	New York	8	80.0%	.183	.147	95
184	Christopher Parsons	Washington	8	80.0%	.169	.254	95
185	Elisabeth Evan	Ohio	8	80.0%	.163	.232	95
186	Lynn Yu	California	8	80.0%	.155	.255	95
187	Kenny Peskin	Virginia	7	70.0%	.287	.274	94
188	Amy Whitelaw	Virginia	8	80.0%	.170	.218	94
189	Ryan Rosenberg	California	7	70.0%	.285	.206	93
190	Harry White	Virginia	7	70.0%	.277	.252	93
191	Jason Lai	New York	8	80.0%	.144	.192	93
192	Thomas Credeur	Louisiana	8	80.0%	.140	.131	93
193	Devon Edwards	New York	7	70.0%	.278	.229	92
194	Shannon Jamison	Virginia	7	70.0%	.273	.204	92
195	Gwen Abrams	Nevada	8	80.0%	.157	.139	92
196	Mitchell Rimerman	District of Columbia	8	80.0%	.154	.110	92
197	Candy Murphy	Virginia	7	70.0%	.267	.234	91
198	Jonathan Pinyan	New Jersey	7	70.0%	.260	.205	91
199	Joe Nutter	Georgia	7	70.0%	.243	.176	90
200	Jacob O'Rourke	Missouri	8	80.0%	.126	.144	90
201	Andrew Fanko	United Kingdom	8	80.0%	.120	.208	90
202	Chris Hale	Virginia	7	70.0%	.263	.224	89
203	Joseph Langas	Texas	7	70.0%	.236	.151	89
204	Matt Smania	Michigan	8	80.0%	.117	.189	89
205	Andrey Goder	California	8	80.0%	.102	.112	89
206	Cody Donahue	Mississippi	7	70.0%	.214	.245	88
207	Andrew Fisher	United Kingdom	6	60.0%	.390	.202	87
208	Michael Joy	Michigan	7	70.0%	.227	.146	87
209	Stephanie Perkins	Missouri	7	70.0%	.223	.155	87
210	Jill Heink	Kentucky	8	80.0%	.088	.122	87
211	Quinn McGarry	Missouri	8	80.0%	.084	.159	86
212	Deleena Simon	Michigan	7	70.0%	.188	.256	85
213	Ashwath Seetharaman	Texas	7	70.0%	.180	.195	85
214	Siddharth Hariharan	Maryland	8	80.0%	.061	.094	84
215	Daniel White	Washington	6	60.0%	.317	.229	83
216	Frank Grabowski	Pennsylvania	7	70.0%	.172	.191	83
217	Nora Denning	Ohio	7	70.0%	.161	.167	83
218	Kai Tang	Illinois	7	70.0%	.167	.139	82
219	Christian Wilson	New York	7	70.0%	.159	.133	82
220	Ryan Luptak	Illinois	6	60.0%	.307	.262	81
221	Abel Gilsing	Europe	7	70.0%	.170	.164	81
222	Bryan Householder	Ohio	7	70.0%	.129	.153	80
223	Delano Barnes	Texas	7	70.0%	.115	.182	79
224	Scott Oberstaedt	Virginia	5	50.0%	.419	.245	76
225	Natalie Schermer	Washington	7	70.0%	.089	.127	76
226	Michael Bentley	Washington	5	50.0%	.421	.264	75
227	Evan Knox	North Carolina	6	60.0%	.224	.166	75
228	George Atendido	Minnesota	7	70.0%	.071	.135	75
229	Kevin McCabe	Colorado	7	70.0%	.064	.090	75
230	Jason Laabs	Minnesota	6	60.0%	.176	.150	73
231	Alexander Bandukwala	Illinois	7	70.0%	.056	.089	73
232	Brock Stephenson	Canada	6	60.0%	.192	.183	72
233	Trevor Greissinger	Wisconsin	6	60.0%	.176	.180	72
234	Sarah Benner	Ohio	6	60.0%	.182	.211	71
235	Chuck Yu	Maryland	6	60.0%	.170	.153	71
236	Matt Rossitch	Georgia	6	60.0%	.162	.157	71
237	James E. Lasker	Texas	5	50.0%	.340	.227	70
238	Josh Walker	Ohio	6	60.0%	.171	.187	70
239	Tony Chen	Canada	6	60.0%	.165	.210	70
240	James Carberry	Louisiana	6	60.0%	.161	.185	70
241	Jessica Fleischer	Illinois	6	60.0%	.138	.243	70
242	Dawson Owens	Ohio	6	60.0%	.159	.200	69
243	Darren Petrosino	New Jersey	6	60.0%	.140	.212	69
244	Raul Passement	Texas	6	60.0%	.127	.146	68
245	Lawrence McGillicuddy	Georgia	5	50.0%	.303	.257	67
246	Cameron Williams	North Carolina	5	50.0%	.292	.222	67
247	Losha Ndemeno-Tegomoh	Minnesota	6	60.0%	.131	.119	67
248	Sheldon Wong	Illinois	6	60.0%	.098	.195	67
249	Hidehiro Anto	California	6	60.0%	.114	.083	66
250	Amogh Kulkarni	Illinois	5	50.0%	.254	.173	64
251	Wesley Erpelding	Minnesota	6	60.0%	.060	.038	63
252	Danielle Long	Illinois	6	60.0%	.046	.059	63
253	Brynn Jones	Alabama	5	50.0%	.230	.240	62
254	Talia Fan	Canada	5	50.0%	.198	.176	61
255	Zoe Kaperonis	New York	5	50.0%	.193	.190	61
256	Jonathan Hunter	Florida	5	50.0%	.151	.135	58
257	Zane Placie	Georgia	5	50.0%	.123	.104	57
258	Katie Bauermeister	California	4	40.0%	.366	.164	56
259	Andrew Almas	Canada	4	40.0%	.297	.194	54
260	Josh Hill	Arkansas	5	50.0%	.080	.070	54
261	Rikiya Cheaves	Florida	4	40.0%	.242	.189	52
262	Mary Foley	Arizona	5	50.0%	.042	.053	52
263	David Snoddon	Canada	4	40.0%	.250	.224	51
264	Victor Pavao	Massachusetts	4	40.0%	.249	.252	51
265	Mahit Karadigudda	California	5	50.0%	.000	.000	50
266	Dan Ni	New York	4	40.0%	.071	.251	42
267	Douglas Wilham	Kentucky	4	40.0%	.000	.000	40
268	Connor Gozycki	North Carolina	3	30.0%	.250	.185	39
269	Jessica Chellino	Florida	3	30.0%	.190	.089	37
270	Emily Fletcher	Texas	3	30.0%	.048	.057	31
271	Violet Hundt	Wisconsin	3	30.0%	.033	.096	30
272	Susan Corbus	Illinois	2	20.0%	.033	.021	20
273	Padraig Finan	Washington	2	20.0%	.000	.001	20
274	Steve Bahnaman	North Carolina	0	0.0%	-1.000	.183	0
275	Guan Tong Tay	Asia	0	0.0%	-1.000	.030	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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