2023 Popular Culture Week 32

Standings

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#	Player	Region	# Correct	% Correct	Average Correct Celerity	Std. Dev. Celerity	Score
1	Carlos Hernandez Fisher	Canada	10	100.0%	.446	.224	154
2	Scott Latchem	California	10	100.0%	.364	.215	143
3	Tracey Hickman	Oklahoma	10	100.0%	.350	.247	142
4	Benjamin Kitchen	Colorado	9	90.0%	.473	.195	141
5	Brian Lipinski	District of Columbia	10	100.0%	.336	.262	141
6	John Presloid	Ohio	9	90.0%	.412	.242	134
7	Matthew Marcotte	California	9	90.0%	.403	.249	133
8	Jason Sterlacci	New Jersey	9	90.0%	.398	.225	132
9	Rahul Rao-Pothuraju	New York	10	100.0%	.276	.233	132
10	Chris Ottolino	Missouri	8	80.0%	.533	.249	131
11	Stephen Liu	California	10	100.0%	.256	.249	130
12	McKinnie Lee Sizemore	Florida	9	90.0%	.360	.266	128
13	Naveed Chowdhury	California	9	90.0%	.343	.268	127
14	William Neiswanger	Washington	10	100.0%	.233	.263	127
15	Bobb X. Ha	Texas	8	80.0%	.481	.231	125
16	Harley Andrew	Wisconsin	8	80.0%	.453	.278	123
17	Drew Scheeler	Ohio	9	90.0%	.323	.229	123
18	Christine Irwin	Canada	9	90.0%	.310	.190	122
19	Jason Hess	Texas	9	90.0%	.302	.228	122
20	Jason Serrano	New York	9	90.0%	.298	.177	120
21	Charlie Fritz	Illinois	9	90.0%	.297	.214	120
22	Alec Chao	District of Columbia	9	90.0%	.280	.254	119
23	Michael Olson	Minnesota	9	90.0%	.279	.195	119
24	James Dowd	Hawaii	8	80.0%	.405	.300	118
25	Tim Crockett	Washington	9	90.0%	.279	.174	118
26	Jack Wolverton	Missouri	9	90.0%	.270	.213	118
27	Devon Edwards	New York	8	80.0%	.403	.227	117
28	Greg Peterson	Illinois	8	80.0%	.395	.241	117
29	Chris Miller	Kentucky	8	80.0%	.394	.155	117
30	Scott Aefsky	Massachusetts	8	80.0%	.392	.229	117
31	Adam Sapa	Canada	9	90.0%	.274	.139	117
32	John Lance	Colorado	9	90.0%	.250	.211	117
33	John Riss	Illinois	8	80.0%	.371	.247	115
34	Evan Nagler	New York	8	80.0%	.370	.169	115
35	Craig Moysey	Canada	8	80.0%	.370	.237	115
36	Ramapriya Rangaraju	Kentucky	8	80.0%	.375	.217	114
37	Dan Puma	Illinois	8	80.0%	.366	.139	114
38	Derek Martz	Illinois	8	80.0%	.360	.225	114
39	Stephen Morrison	Michigan	8	80.0%	.354	.233	113
40	Anthony Peek	Louisiana	8	80.0%	.347	.222	113
41	Jack Rousseau	California	9	90.0%	.227	.174	113
42	Kyle Kahan	California	9	90.0%	.220	.218	113
43	Daniel Feitel	District of Columbia	7	70.0%	.506	.178	112
44	Ryan Milowicki	Connecticut	8	80.0%	.340	.239	112
45	Akosua Asante	Canada	9	90.0%	.228	.273	112
46	Omar Sajjad	California	9	90.0%	.223	.193	112
47	Amy Whitelaw	Virginia	8	80.0%	.339	.225	111
48	Joshua Levit	Massachusetts	8	80.0%	.337	.258	111
49	David Kiang	Illinois	8	80.0%	.320	.216	111
50	Tucker Warner	New York	7	70.0%	.471	.293	109
51	Andrew Dupont	California	8	80.0%	.310	.178	109
52	Jeff Frank	Indiana	7	70.0%	.469	.255	108
53	Radu Popescu	Canada	8	80.0%	.300	.249	108
54	Max Smiley	California	8	80.0%	.291	.218	107
55	Steven Brown	Virginia	8	80.0%	.291	.172	106
56	John Petrovich	Indiana	8	80.0%	.287	.247	106
57	Mazin Omer	Massachusetts	8	80.0%	.285	.225	106
58	Eric Li	Massachusetts	8	80.0%	.284	.251	106
59	Paul Campbell	California	8	80.0%	.270	.184	106
60	Darrell Johnson	Arizona	9	90.0%	.158	.173	106
61	Talia Fan	Canada	8	80.0%	.282	.235	105
62	Jason Palmer	Ohio	8	80.0%	.282	.220	105
63	Jared Cubilla	Canada	7	70.0%	.422	.232	104
64	Daniel Chung	California	8	80.0%	.272	.190	104
65	Frank Grabowski	Pennsylvania	8	80.0%	.270	.206	104
66	Erik Christensen	Canada	8	80.0%	.266	.211	104
67	Kevin McCabe	Colorado	9	90.0%	.135	.269	104
68	Henry Blyth	Ohio	7	70.0%	.400	.286	103
69	Steve Bahnaman	North Carolina	7	70.0%	.387	.228	103
70	Matthew LaMagna	Virginia	8	80.0%	.258	.210	103
71	Aiden Benshimol	Massachusetts	8	80.0%	.243	.259	103
72	Anthony DiCarlo	California	7	70.0%	.385	.310	102
73	Mike Malloy	Wisconsin	6	60.0%	.536	.267	101
74	Eric Douglass	South Carolina	7	70.0%	.391	.241	101
75	Kenji Shimizu	Michigan	7	70.0%	.389	.243	101
76	Hidehiro Anto	California	8	80.0%	.245	.234	101
77	Andrew Medlin	Louisiana	8	80.0%	.240	.206	101
78	Matt Smania	Michigan	9	90.0%	.119	.100	101
79	Jack Brounstein	Texas	7	70.0%	.374	.227	100
80	Julian Saddy	Canada	8	80.0%	.238	.233	100
81	Josh Walker	Ohio	8	80.0%	.220	.208	100
82	Dillon Edwards	Wisconsin	8	80.0%	.216	.195	100
83	Matthew Askins	Arizona	9	90.0%	.110	.116	100
84	Kane Keller	Louisiana	7	70.0%	.368	.210	99
85	Ryan Rosenberg	California	7	70.0%	.360	.162	99
86	William Travis	Texas	7	70.0%	.352	.241	99
87	Tomás Aguilar-Fraga	California	8	80.0%	.230	.204	99
88	Greg Garbee	Florida	8	80.0%	.213	.195	99
89	Michael Kettler	Ohio	8	80.0%	.204	.249	99
90	Kari Race	Wisconsin	7	70.0%	.335	.218	97
91	Jeremy Tsai	New Jersey	7	70.0%	.329	.214	97
92	Ali Filipowicz	Virginia	7	70.0%	.329	.264	96
93	Ryan Hemmel	California	7	70.0%	.328	.245	96
94	Sarah Whisenhunt	Virginia	7	70.0%	.319	.201	96
95	Ryan Manton	Ohio	7	70.0%	.310	.244	96
96	Aaron Dos Remedios	Canada	7	70.0%	.309	.251	96
97	Tom Minard	Canada	8	80.0%	.179	.194	96
98	Myron Meyer	South Dakota	7	70.0%	.318	.185	95
99	Jordan Brownstein	Virginia	7	70.0%	.307	.201	95
100	Michael Turner	South Carolina	7	70.0%	.305	.250	95
101	Dan Passner	New Jersey	7	70.0%	.299	.259	94
102	Stephen Ours	Virginia	7	70.0%	.293	.286	94
103	Elizabeth Chang	Washington	7	70.0%	.285	.215	94
104	Ned Tagtmeier	Illinois	8	80.0%	.175	.147	94
105	Daniel White	Washington	8	80.0%	.171	.186	94
106	Thomas Credeur	Louisiana	8	80.0%	.168	.178	94
107	Rachael Peters	Michigan	8	80.0%	.158	.273	94
108	Deleena Simon	Michigan	8	80.0%	.144	.131	94
109	Jack Van Nostrand	Canada	6	60.0%	.454	.280	93
110	Simon Sweeney	Pennsylvania	7	70.0%	.296	.248	93
111	Joseph Langas	Texas	7	70.0%	.282	.218	92
112	Will Howells	United Kingdom	7	70.0%	.275	.210	91
113	Darren Petrosino	New Jersey	7	70.0%	.271	.195	91
114	JinAh Kim	Virginia	7	70.0%	.250	.195	91
115	Clifford Galiher	California	7	70.0%	.266	.231	90
116	Matt Coleman	Washington	7	70.0%	.262	.195	90
117	Jacob O'Rourke	Missouri	7	70.0%	.261	.281	90
118	Harry White	Virginia	7	70.0%	.254	.241	90
119	Matthew Marcus	Oregon	7	70.0%	.250	.191	90
120	Michael Patison	Texas	7	70.0%	.237	.194	90
121	Jason Lai	New York	8	80.0%	.116	.159	90
122	Andy Kravis	New York	6	60.0%	.398	.246	89
123	Paul Villaluz	Nevada	7	70.0%	.264	.223	89
124	Nate Kane	Arizona	7	70.0%	.247	.164	89
125	Daniel Jude	California	7	70.0%	.242	.238	89
126	Parth Jagtap	Canada	7	70.0%	.240	.295	89
127	Andy Brown	Illinois	8	80.0%	.116	.125	89
128	Will Swygart	United Kingdom	6	60.0%	.391	.292	88
129	Nate Muckley	Illinois	7	70.0%	.251	.190	88
130	Brian Hamilton	Oregon	7	70.0%	.240	.173	88
131	Spencer Thrope	Middle East	7	70.0%	.221	.200	88
132	Kendall Plapp	New York	8	80.0%	.109	.253	88
133	Sofia Pralle	Washington	7	70.0%	.230	.172	87
134	Patrick Carthy	Europe	7	70.0%	.227	.191	87
135	Stephanie Perkins	Missouri	7	70.0%	.221	.168	87
136	Andrew Foerster	North Carolina	7	70.0%	.219	.162	87
137	James Washick	South Carolina	7	70.0%	.216	.145	87
138	Sean Calhoun	Iowa	7	70.0%	.212	.183	87
139	Shannon Jamison	Virginia	6	60.0%	.380	.288	86
140	Elisabeth Evan	Ohio	6	60.0%	.353	.166	86
141	Paolo Pasco	California	7	70.0%	.221	.161	86
142	Edward Sanfrey	Ohio	7	70.0%	.211	.225	86
143	Benjamin Livingston	Minnesota	7	70.0%	.198	.194	86
144	Kelly Rabin	Washington	6	60.0%	.361	.167	85
145	Arlo Lyle	Arkansas	6	60.0%	.354	.259	85
146	Will Johnson	Virginia	7	70.0%	.183	.181	85
147	Owen Cooper	Alabama	6	60.0%	.336	.236	84
148	William Marshall	Alabama	7	70.0%	.203	.165	84
149	Cari Milowicki	Ohio	7	70.0%	.191	.203	84
150	Lawrence Simon	New York	7	70.0%	.180	.224	84
151	Michael Joy	Michigan	6	60.0%	.332	.292	83
152	Joe Nutter	Georgia	7	70.0%	.179	.221	83
153	Mick Reinhard	Pennsylvania	7	70.0%	.170	.152	83
154	Daniel DeFelippis	Europe	7	70.0%	.168	.186	83
155	Christopher Parsons	Washington	6	60.0%	.305	.201	82
156	Alex Paskevicius	Canada	7	70.0%	.175	.154	82
157	Michael McPartland	United Kingdom	7	70.0%	.163	.137	82
158	Jenna Hull	California	6	60.0%	.307	.173	81
159	Erik Nickels	California	6	60.0%	.292	.208	81
160	Jonathan Pinyan	New Jersey	7	70.0%	.151	.174	81
161	David Edwards	Illinois	7	70.0%	.146	.129	81
162	Andrey Goder	California	7	70.0%	.143	.177	81
163	Delano Barnes	Texas	7	70.0%	.160	.138	80
164	Daniel Galitsky	District of Columbia	7	70.0%	.132	.203	80
165	Kenneth Martin	Illinois	6	60.0%	.284	.288	79
166	Danny Lardner	United Kingdom	6	60.0%	.275	.204	79
167	Shauna McNally	Canada	6	60.0%	.269	.294	79
168	Russ Hart	New York	7	70.0%	.125	.104	79
169	Cody Donahue	Mississippi	7	70.0%	.124	.121	79
170	George Atendido	Minnesota	7	70.0%	.122	.128	79
171	Alex Schmidt	Pennsylvania	6	60.0%	.275	.239	78
172	Theo Howe	United Kingdom	6	60.0%	.270	.226	78
173	Joey Goldman	United Kingdom	6	60.0%	.269	.210	78
174	Ryan Luptak	Illinois	6	60.0%	.269	.167	78
175	Nick Matchen	Illinois	6	60.0%	.267	.205	78
176	Lars Melton	Virginia	6	60.0%	.261	.158	78
177	Matthew Grieco	New York	6	60.0%	.255	.176	78
178	Ben Smith	Canada	7	70.0%	.127	.123	78
179	Alexander Bandukwala	Illinois	7	70.0%	.116	.147	78
180	Tommy Segi	Ohio	7	70.0%	.105	.122	78
181	Lauren Manton	Ohio	6	60.0%	.268	.235	77
182	Logan Anbinder	Maryland	6	60.0%	.254	.283	77
183	Andrew Almas	Canada	6	60.0%	.253	.231	77
184	Candy Murphy	Virginia	6	60.0%	.248	.201	77
185	Gerry Tansey	Missouri	6	60.0%	.244	.189	77
186	Scott Oberstaedt	Virginia	6	60.0%	.244	.149	77
187	Gwen Abrams	Nevada	6	60.0%	.254	.174	76
188	Brynn Jones	Alabama	6	60.0%	.250	.171	76
189	Tristan Clarke	Arizona	6	60.0%	.246	.208	76
190	Michael Bentley	Washington	6	60.0%	.244	.239	76
191	Andrew Fanko	United Kingdom	6	60.0%	.243	.164	76
192	Mary Foley	Arizona	6	60.0%	.243	.169	76
193	Tyler Berry	Canada	6	60.0%	.235	.186	76
194	Violet Hundt	Wisconsin	6	60.0%	.233	.246	76
195	Lynn Yu	California	6	60.0%	.230	.286	76
196	Connor Teevens	Michigan	6	60.0%	.225	.184	76
197	Wesley Erpelding	Minnesota	7	70.0%	.097	.097	76
198	Robert Kilner	Ohio	7	70.0%	.095	.109	76
199	Chris Abrams	Nevada	5	50.0%	.416	.196	75
200	Chauncey Lo	California	6	60.0%	.245	.238	75
201	Randall Eng	New York	6	60.0%	.236	.172	75
202	Matthew Hart	Minnesota	6	60.0%	.222	.225	74
203	Mike Myers	California	6	60.0%	.221	.163	74
204	Deb Wells	Pennsylvania	6	60.0%	.220	.156	74
205	John Kocsis	Virginia	6	60.0%	.206	.149	74
206	Tony Chen	Canada	5	50.0%	.395	.267	73
207	Stan Jastrzebski	Indiana	5	50.0%	.384	.202	73
208	Seoan Webb	United Kingdom	6	60.0%	.211	.219	73
209	Abel Gilsing	Europe	6	60.0%	.200	.180	73
210	Quinn McGarry	Missouri	6	60.0%	.195	.150	73
211	Kevin Lei	Canada	6	60.0%	.188	.277	73
212	Garrison Page	Kentucky	7	70.0%	.079	.060	73
213	Jackson Todd	Georgia	7	70.0%	.057	.076	73
214	Mindy Wong	New York	6	60.0%	.185	.117	72
215	Trevor Greissinger	Wisconsin	6	60.0%	.183	.252	72
216	Chris Hale	Virginia	6	60.0%	.181	.194	72
217	Alex Dzurick	Missouri	5	50.0%	.359	.300	71
218	Victor Pavao	Massachusetts	6	60.0%	.189	.168	71
219	Kenny Peskin	Virginia	6	60.0%	.172	.149	71
220	Erik Eide	Canada	5	50.0%	.349	.203	69
221	Brian Morehouse	Connecticut	6	60.0%	.162	.115	69
222	Nora Denning	Ohio	6	60.0%	.161	.143	69
223	Lee Henry	Alabama	5	50.0%	.311	.175	68
224	Ewan Munro	Australia & Oceania	5	50.0%	.298	.222	68
225	Michael Shang	Maryland	6	60.0%	.147	.157	68
226	Jonathan Hugendubler	Maryland	6	60.0%	.128	.115	68
227	Dibyo Haldar	Asia	5	50.0%	.296	.199	67
228	David Cruickshank	United Kingdom	6	60.0%	.134	.121	67
229	Haley Gambrell	South Carolina	6	60.0%	.126	.117	67
230	James Kang	California	6	60.0%	.121	.167	67
231	Bryan Householder	Ohio	6	60.0%	.120	.144	67
232	Adam Escandell	Texas	5	50.0%	.300	.297	66
233	Sheldon Wong	Illinois	6	60.0%	.102	.203	66
234	Dan Ni	New York	6	60.0%	.092	.270	66
235	Sarah Benner	Ohio	5	50.0%	.264	.197	65
236	Natalie Schermer	Washington	5	50.0%	.256	.320	65
237	Lauren Cusitello	California	5	50.0%	.262	.259	64
238	Josh Hill	Arkansas	5	50.0%	.259	.222	64
239	Finn Bender	Wisconsin	5	50.0%	.256	.314	64
240	Ashwath Seetharaman	Texas	6	60.0%	.070	.181	64
241	Michael Coates	Idaho	5	50.0%	.250	.208	63
242	Jenn Tulo	Virginia	5	50.0%	.228	.162	63
243	Nicholas Harrison	Canada	5	50.0%	.216	.256	62
244	Christopher Harris	Texas	5	50.0%	.214	.215	62
245	James Carberry	Louisiana	6	60.0%	.061	.052	62
246	Zane Placie	Georgia	5	50.0%	.201	.198	61
247	Amory Kaufman	Minnesota	5	50.0%	.173	.269	61
248	Losha Ndemeno-Tegomoh	Minnesota	5	50.0%	.195	.169	60
249	Jason Laabs	Minnesota	5	50.0%	.194	.153	60
250	Jill Heink	Kentucky	5	50.0%	.190	.185	59
251	Kaberi Chakrabarty	Illinois	5	50.0%	.165	.139	59
252	Emily Fletcher	Texas	5	50.0%	.177	.225	58
253	Dawson Owens	Ohio	5	50.0%	.161	.241	58
254	Susan Corbus	Illinois	5	50.0%	.158	.114	58
255	Gail Celio	Minnesota	5	50.0%	.157	.170	57
256	Evan Knox	North Carolina	5	50.0%	.134	.124	57
257	Andrew Fisher	United Kingdom	5	50.0%	.135	.061	56
258	Kai Tang	Illinois	5	50.0%	.122	.152	56
259	Cameron Williams	North Carolina	5	50.0%	.116	.278	56
260	Brad Williams	Wisconsin	5	50.0%	.133	.135	55
261	Hannah Moorhead	Florida	5	50.0%	.094	.187	55
262	Douglas Wilham	Kentucky	5	50.0%	.073	.162	54
263	Avery Strangstalien	Wisconsin	4	40.0%	.268	.188	52
264	Raul Passement	Texas	4	40.0%	.262	.286	52
265	Siddharth Hariharan	Maryland	4	40.0%	.215	.172	49
266	Matthew Given	Louisiana	4	40.0%	.197	.215	49
267	Michael Arjona	Georgia	4	40.0%	.188	.237	49
268	Stacy Bridgette	West Virginia	4	40.0%	.168	.160	47
269	Aaron Lichtig	Maryland	4	40.0%	.156	.135	47
270	Spencer Brown	Virginia	4	40.0%	.161	.246	46
271	Liz Fujita	Michigan	4	40.0%	.136	.224	46
272	Zoe Kaperonis	New York	4	40.0%	.075	.048	42
273	Connor Gozycki	North Carolina	4	40.0%	.072	.030	42
274	Jessica Fleischer	Illinois	4	40.0%	.063	.050	42
275	Louis Johnson	Alabama	4	40.0%	.046	.125	40
276	Jonathan Hunter	Florida	4	40.0%	.001	.000	40
277	David Snoddon	Canada	3	30.0%	.180	.204	35
278	Danielle Long	Illinois	3	30.0%	.137	.225	34
279	Jessica Chellino	Florida	3	30.0%	.121	.058	33
280	Jordan Sackmaster	Wisconsin	3	30.0%	.001	.000	30
281	Henry Cafaro	Illinois	2	20.0%	.138	.332	22
282	Padraig Finan	Washington	2	20.0%	.026	.470	20
283	Guan Tong Tay	Asia	0	0.0%	-1.000	.025	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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