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2023 Popular Culture Week 32

Standings

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#	Awards	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		Jessie 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.