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2023 Popular Culture Week 16

Standings

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#	Awards	Player	Region	# Correct	% Correct	Average Correct Celerity	Std. Dev. Celerity	Score
1		Benjamin Kitchen	Colorado	10	100.0%	.442	.187	153
2		Jason Hess	Texas	10	100.0%	.385	.246	145
3		Steve Bahnaman	North Carolina	10	100.0%	.367	.167	143
4		Sean Calhoun	Iowa	10	100.0%	.360	.241	142
5		Matthew Marcotte	California	10	100.0%	.345	.235	139
6		Andy Kravis	New York	10	100.0%	.321	.228	139
7		John Presloid	Ohio	10	100.0%	.328	.262	138
8		Jason Sterlacci	New Jersey	10	100.0%	.322	.214	137
9		Charlie Fritz	Illinois	10	100.0%	.314	.191	137
10		Kendall Plapp	New York	10	100.0%	.305	.195	136
11		McKinnie Lee Sizemore	Florida	9	90.0%	.426	.182	135
12		Chris Ottolino	Missouri	9	90.0%	.416	.205	133
13		Craig Moysey	Canada	10	100.0%	.284	.196	133
14		Jack Wolverton	Missouri	9	90.0%	.385	.238	131
15		Jeff Frank	Indiana	9	90.0%	.381	.158	131
16		Stephen Morrison	Michigan	9	90.0%	.383	.193	130
17		Tucker Warner	New York	9	90.0%	.378	.197	130
18		Elisabeth Evan	Ohio	10	100.0%	.256	.227	129
19		Shannon Jamison	Virginia	10	100.0%	.247	.224	128
20		Chris Miller	Kentucky	8	80.0%	.492	.214	127
21		Rahul Rao-Pothuraju	New York	10	100.0%	.246	.182	127
22		Kyle Kahan	California	9	90.0%	.352	.228	126
23		Christine Irwin	Canada	9	90.0%	.338	.179	126
24		Will Swygart	United Kingdom	9	90.0%	.338	.267	126
25		Lee Henry	Alabama	9	90.0%	.327	.255	126
26		William Marshall	Alabama	8	80.0%	.462	.227	124
27		Harley Andrew	Wisconsin	9	90.0%	.339	.221	124
28		Evan Nagler	New York	9	90.0%	.328	.179	124
29		Jeremy Tsai	New Jersey	9	90.0%	.317	.281	123
30		Scott Latchem	California	9	90.0%	.303	.264	122
31		Jack Rousseau	California	8	80.0%	.433	.231	121
32		Josh Walker	Ohio	9	90.0%	.306	.246	121
33		Erik Eide	Canada	9	90.0%	.297	.216	121
34		Greg Peterson	Illinois	9	90.0%	.286	.236	121
35		Devon Edwards	New York	8	80.0%	.439	.240	120
36		Frank Grabowski	Pennsylvania	9	90.0%	.305	.196	120
37		Matthew LaMagna	Virginia	8	80.0%	.405	.257	119
38		James Dowd	Hawaii	8	80.0%	.401	.212	119
39		Michael Olson	Minnesota	8	80.0%	.399	.236	118
40		Matthew Askins	Arizona	9	90.0%	.251	.218	116
41		Dillon Edwards	Wisconsin	10	100.0%	.156	.165	116
42		Carlos Hernandez Fisher	Canada	8	80.0%	.374	.194	115
43		Pranav Veluri	Indiana	8	80.0%	.370	.223	114
44		Steven Brown	Virginia	8	80.0%	.368	.214	114
45		Drew Scheeler	Ohio	8	80.0%	.352	.261	114
46		Sarah Whisenhunt	Virginia	9	90.0%	.241	.237	114
47		Matthew Stern	Alabama	10	100.0%	.123	.184	114
48		Brynn Jones	Alabama	8	80.0%	.361	.196	113
49		Tomás Aguilar-Fraga	California	8	80.0%	.347	.242	113
50		Naveed Chowdhury	California	8	80.0%	.342	.244	113
51		Jesse Tow	Illinois	8	80.0%	.353	.238	112
52		Ali Filipowicz	Virginia	8	80.0%	.347	.274	112
53		Matt Smania	Michigan	8	80.0%	.330	.249	112
54		Jack Brounstein	Texas	7	70.0%	.477	.190	111
55		Cari Milowicki	Ohio	8	80.0%	.337	.247	111
56		Dan Puma	Illinois	9	90.0%	.228	.159	111
57		Aaron Dos Remedios	Canada	7	70.0%	.485	.300	110
58		Mazin Omer	Massachusetts	8	80.0%	.336	.201	110
59		Adam Escandell	Texas	7	70.0%	.453	.242	109
60		Jessica Fleischer	Illinois	9	90.0%	.197	.191	109
61		Deleena Simon	Michigan	9	90.0%	.175	.240	108
62		Mike Malloy	Wisconsin	7	70.0%	.432	.241	107
63		Scott Aefsky	Massachusetts	7	70.0%	.431	.265	107
64		Ryan Milowicki	Connecticut	8	80.0%	.290	.225	107
65		Lauren Manton	Ohio	8	80.0%	.280	.242	107
66		Derek Martz	Illinois	7	70.0%	.439	.250	106
67		Jessie Cubilla	Canada	8	80.0%	.294	.232	106
68		Theo Howe	United Kingdom	8	80.0%	.290	.194	106
69		Anthony Peek	Louisiana	8	80.0%	.284	.223	106
70		Michael Turner	South Carolina	8	80.0%	.282	.250	106
71		Greg Garbee	Florida	8	80.0%	.273	.274	106
72		Jason Serrano	New York	7	70.0%	.429	.271	105
73		Ramapriya Rangaraju	Kentucky	7	70.0%	.414	.296	104
74		Darrell Johnson	Arizona	8	80.0%	.274	.206	104
75		Alex Dzurick	Missouri	8	80.0%	.257	.240	104
76		Matt Rossitch	Georgia	9	90.0%	.144	.179	104
77		Ryan Manton	Ohio	7	70.0%	.401	.215	103
78		Brian Hamilton	Oregon	7	70.0%	.391	.270	103
79		Cameron Williams	North Carolina	8	80.0%	.273	.228	103
80		Joseph Langas	Texas	8	80.0%	.260	.150	102
81		Jason Palmer	Ohio	8	80.0%	.250	.161	102
82		William Travis	Texas	8	80.0%	.248	.179	102
83		Kari Race	Wisconsin	6	60.0%	.560	.272	101
84		Gerry Tansey	Missouri	8	80.0%	.233	.171	101
85		John Lance	Colorado	7	70.0%	.372	.249	100
86		Erik Christensen	Canada	8	80.0%	.237	.233	100
87		John Riss	Illinois	8	80.0%	.235	.250	100
88		Alec Chao	District of Columbia	8	80.0%	.219	.209	100
89		Sarah Benner	Ohio	7	70.0%	.356	.279	99
90		James Washick	South Carolina	7	70.0%	.350	.291	99
91		Jonathan Pinyan	New Jersey	7	70.0%	.342	.298	99
92		Jordan Brownstein	Virginia	8	80.0%	.221	.235	99
93		Daniel White	Washington	8	80.0%	.212	.182	99
94		Jack Van Nostrand	Canada	7	70.0%	.358	.246	98
95		Tom Minard	Canada	7	70.0%	.351	.240	98
96		Akosua Asante	Canada	7	70.0%	.348	.211	98
97		Kenji Shimizu	Michigan	7	70.0%	.341	.230	98
98		Lars Melton	Virginia	8	80.0%	.216	.120	98
99		Paul Campbell	California	8	80.0%	.213	.180	98
100		Andy Brown	Illinois	8	80.0%	.203	.161	98
101		Robert Kilner	Ohio	8	80.0%	.202	.255	98
102		Gary Morris	New York	8	80.0%	.194	.236	98
103		JinAh Kim	Virginia	7	70.0%	.336	.262	97
104		Stephen Liu	California	8	80.0%	.202	.175	97
105		Tyler Berry	Canada	8	80.0%	.200	.178	97
106		John Kocsis	Virginia	8	80.0%	.194	.182	97
107		Myron Meyer	South Dakota	7	70.0%	.317	.282	96
108		Jacob O'Rourke	Missouri	8	80.0%	.183	.158	96
109		Alex Schmidt	Pennsylvania	7	70.0%	.316	.306	95
110		Simon Sweeney	Pennsylvania	7	70.0%	.304	.238	95
111		Erik Nickels	California	7	70.0%	.303	.228	95
112		Ross Ferguson	South Carolina	8	80.0%	.163	.168	95
113		Paolo Pasco	California	7	70.0%	.293	.217	94
114		Chris Abrams	Nevada	7	70.0%	.296	.166	93
115		Mitchell Rimerman	District of Columbia	7	70.0%	.295	.217	93
116		Jonathan Hugendubler	Maryland	8	80.0%	.142	.212	93
117		Andrew Dupont	California	6	60.0%	.445	.243	92
118		Tim Crockett	Washington	7	70.0%	.291	.235	92
119		Daniel Feitel	District of Columbia	7	70.0%	.289	.196	92
120		Nick Matchen	Illinois	7	70.0%	.288	.222	92
121		Tommy Segi	Ohio	8	80.0%	.139	.203	92
122		Rachael Peters	Michigan	8	80.0%	.137	.182	92
123		Joey Goldman	United Kingdom	7	70.0%	.263	.246	91
124		Michael Patison	Texas	7	70.0%	.263	.227	91
125		Adam Sapa	Canada	7	70.0%	.260	.208	91
126		Ashwath Seetharaman	Texas	7	70.0%	.251	.266	91
127		Kaberi Chakrabarty	Illinois	8	80.0%	.133	.149	91
128		Henry Blyth	Ohio	6	60.0%	.433	.238	90
129		Stephen Ours	Virginia	7	70.0%	.263	.197	90
130		Nate Muckley	Illinois	7	70.0%	.243	.257	90
131		Quinn McGarry	Missouri	8	80.0%	.131	.139	90
132		Sean Doyle	Texas	8	80.0%	.126	.110	90
133		Candy Murphy	Virginia	6	60.0%	.420	.227	89
134		Stan Jastrzebski	Indiana	6	60.0%	.404	.285	88
135		Bobb X. Ha	Texas	7	70.0%	.241	.279	88
136		David Kiang	Illinois	7	70.0%	.227	.159	88
137		Janice Paton	Massachusetts	7	70.0%	.223	.190	88
138		Stephanie Perkins	Missouri	6	60.0%	.392	.262	87
139		Lawrence Simon	New York	6	60.0%	.368	.244	87
140		Randall Eng	New York	6	60.0%	.362	.250	87
141		Julian Saddy	Canada	7	70.0%	.223	.230	87
142		Ryan Luptak	Illinois	7	70.0%	.210	.237	87
143		Michael Coates	Idaho	7	70.0%	.209	.195	87
144		Matthew Marcus	Oregon	8	80.0%	.079	.111	87
145		Brian Lipinski	District of Columbia	6	60.0%	.364	.295	86
146		Talia Fan	Canada	7	70.0%	.204	.238	86
147		William Neiswanger	Washington	7	70.0%	.203	.173	86
148		Ewan Munro	Australia & Oceania	7	70.0%	.202	.229	86
149		Finn Bender	Wisconsin	6	60.0%	.349	.235	85
150		Daniel Jude	California	7	70.0%	.188	.183	85
151		Kenny Peskin	Virginia	7	70.0%	.187	.174	85
152		Ozzie Fallick	California	7	70.0%	.185	.204	85
153		Dan Passner	New Jersey	7	70.0%	.184	.301	85
154		Matt Coleman	Washington	6	60.0%	.347	.260	84
155		Amy Whitelaw	Virginia	6	60.0%	.341	.237	84
156		Lauren Cusitello	California	7	70.0%	.176	.177	84
157		Haley Gambrell	South Carolina	8	80.0%	.052	.083	84
158		Owen Cooper	Alabama	6	60.0%	.338	.243	83
159		Omar Sajjad	California	6	60.0%	.337	.245	83
160		Clifford Galiher	California	6	60.0%	.318	.250	83
161		Kevin Lei	Canada	6	60.0%	.311	.254	83
162		Andrew Medlin	Louisiana	7	70.0%	.163	.154	83
163		Kane Keller	Louisiana	7	70.0%	.163	.169	83
164		Chris Becker	Maryland	7	70.0%	.159	.194	83
165		Deb Wells	Pennsylvania	6	60.0%	.330	.208	82
166		Tracey Hickman	Oklahoma	6	60.0%	.318	.289	82
167		Christian Wilson	New York	6	60.0%	.314	.238	82
168		Josh Hill	Arkansas	6	60.0%	.308	.289	82
169		Danny Lardner	United Kingdom	6	60.0%	.305	.318	82
170		Patrick Carthy	Europe	7	70.0%	.161	.151	82
171		Andrew Almas	Canada	5	50.0%	.492	.321	80
172		Connor Teevens	Michigan	6	60.0%	.290	.216	80
173		Scott Oberstaedt	Virginia	7	70.0%	.147	.135	80
174		Mike Myers	California	6	60.0%	.269	.282	79
175		Brian Morehouse	Connecticut	6	60.0%	.262	.286	79
176		Lynn Yu	California	6	60.0%	.259	.270	79
177		Gwen Abrams	Nevada	7	70.0%	.130	.160	79
178		Stacy Bridgette	West Virginia	6	60.0%	.263	.168	78
179		Nicholas Harrison	Canada	6	60.0%	.245	.233	78
180		David Edwards	Illinois	7	70.0%	.119	.200	78
181		Jason Lai	New York	7	70.0%	.113	.143	78
182		John Stewart	Virginia	7	70.0%	.092	.203	78
183		Jenna Hull	California	6	60.0%	.263	.202	77
184		Ryan Rosenberg	California	6	60.0%	.246	.121	77
185		Nate Kane	Arizona	6	60.0%	.246	.181	76
186		Rikiya Cheaves	Florida	6	60.0%	.238	.235	76
187		Losha Ndemeno-Tegomoh	Minnesota	6	60.0%	.230	.247	76
188		Elizabeth Chang	Washington	6	60.0%	.219	.213	75
189		Michael Joy	Michigan	6	60.0%	.227	.159	74
190		Ryan Hemmel	California	6	60.0%	.223	.186	74
191		Natalie Schermer	Washington	6	60.0%	.217	.239	74
192		Max Smiley	California	6	60.0%	.213	.205	74
193		Radu Popescu	Canada	6	60.0%	.211	.170	74
194		Eric Douglass	South Carolina	5	50.0%	.395	.370	73
195		Justin Dusaj	Michigan	6	60.0%	.195	.202	73
196		Ned Tagtmeier	Illinois	6	60.0%	.176	.240	73
197		Michael Kettler	Ohio	6	60.0%	.194	.230	72
198		Spencer Thrope	Middle East	6	60.0%	.169	.248	72
199		Kai Tang	Illinois	6	60.0%	.176	.148	71
200		Arlo Lyle	Arkansas	6	60.0%	.171	.177	71
201		Benjamin Livingston	Minnesota	5	50.0%	.323	.314	70
202		Nathan Hamer	United Kingdom	6	60.0%	.169	.147	70
203		Parth Jagtap	Canada	5	50.0%	.335	.261	69
204		Paul Villaluz	Nevada	6	60.0%	.149	.188	69
205		Michael McPartland	United Kingdom	6	60.0%	.126	.194	69
206		Mick Reinhard	Pennsylvania	5	50.0%	.303	.148	68
207		Aaron Lichtig	Maryland	6	60.0%	.120	.159	68
208		Reesa Wiggins	Wisconsin	6	60.0%	.113	.241	68
209		Joshua Levit	Massachusetts	5	50.0%	.309	.239	67
210		Chauncey Lo	California	5	50.0%	.303	.243	67
211		Gail Celio	Minnesota	5	50.0%	.262	.250	66
212		James Kang	California	6	60.0%	.094	.113	66
213		Alex Paskevicius	Canada	4	40.0%	.521	.308	65
214		Michael Bentley	Washington	5	50.0%	.277	.180	65
215		Michael Arjona	Georgia	6	60.0%	.096	.106	65
216		Jackson Todd	Georgia	6	60.0%	.090	.164	65
217		Daniel DeFelippis	Europe	5	50.0%	.231	.189	64
218		Zane Placie	Georgia	5	50.0%	.227	.262	64
219		Bryan Householder	Ohio	6	60.0%	.063	.107	63
220		Dawson Owens	Ohio	5	50.0%	.231	.182	62
221		Nora Denning	Ohio	5	50.0%	.217	.217	62
222		Spencer Brown	Virginia	4	40.0%	.456	.258	61
223		Amogh Kulkarni	Illinois	5	50.0%	.204	.238	61
224		Matthew Grieco	New York	5	50.0%	.181	.223	61
225		Brad Williams	Wisconsin	5	50.0%	.181	.207	61
226		Danielle Long	Illinois	4	40.0%	.418	.285	60
227		Cody Donahue	Mississippi	5	50.0%	.201	.152	60
228		Seoan Webb	United Kingdom	5	50.0%	.189	.242	60
229		Jenn Tulo	Virginia	5	50.0%	.177	.164	60
230		John Brock	Massachusetts	5	50.0%	.173	.163	60
231		Daniel Chung	California	5	50.0%	.165	.149	59
232		Ben Smith	Canada	5	50.0%	.145	.170	58
233		Edward Sanfrey	Ohio	5	50.0%	.141	.160	58
234		Anthony DiCarlo	California	4	40.0%	.368	.255	57
235		Douglas Wilham	Kentucky	5	50.0%	.133	.200	57
236		Allyson Propst	Missouri	4	40.0%	.325	.223	56
237		Thomas Credeur	Louisiana	5	50.0%	.129	.142	56
238		Harry White	Virginia	4	40.0%	.308	.135	54
239		George Atendido	Minnesota	4	40.0%	.260	.250	53
240		Chris Hale	Virginia	5	50.0%	.080	.087	53
241		Delano Barnes	Texas	5	50.0%	.052	.107	53
242		Andrew Fanko	United Kingdom	4	40.0%	.266	.333	52
243		Mary Foley	Arizona	4	40.0%	.255	.251	52
244		Karsten Wallace	Alabama	5	50.0%	.064	.099	52
245		Andrew Foerster	North Carolina	4	40.0%	.226	.150	51
246		Kevin McCabe	Colorado	5	50.0%	.030	.034	51
247		Kelly Rabin	Washington	4	40.0%	.213	.231	50
248		Jessica Chellino	Florida	5	50.0%	.020	.021	50
249		Jonathan Hunter	Florida	5	50.0%	.001	.000	50
250		Hidehiro Anto	California	4	40.0%	.214	.208	49
251		Kasper Statz	Florida	4	40.0%	.160	.129	47
252		Christopher Parsons	Washington	4	40.0%	.132	.148	46
253		Emily Fletcher	Texas	4	40.0%	.140	.158	45
254		Trevor Greissinger	Wisconsin	4	40.0%	.137	.151	45
255		Wesley Erpelding	Minnesota	3	30.0%	.394	.233	44
256		David Cruickshank	United Kingdom	4	40.0%	.117	.287	44
257		James E. Lasker	Texas	4	40.0%	.115	.097	44
258		Will Howells	United Kingdom	4	40.0%	.104	.114	44
259		Chuck Yu	Maryland	4	40.0%	.099	.111	44
260		Siddharth Hariharan	Maryland	3	30.0%	.349	.194	42
261		Kenneth Martin	Illinois	4	40.0%	.063	.101	42
262		Violet Hundt	Wisconsin	4	40.0%	.061	.054	42
263		Jill Heink	Kentucky	4	40.0%	.054	.043	41
264		Andrey Goder	California	4	40.0%	.037	.055	41
265		Daniel Galitsky	District of Columbia	4	40.0%	.025	.120	40
266		Jimmy Dunn	Michigan	3	30.0%	.204	.257	37
267		Madeline Painter	Illinois	3	30.0%	.158	.145	36
268		Alexander Bandukwala	Illinois	3	30.0%	.179	.100	35
269		Raul Passement	Texas	3	30.0%	.178	.120	35
270		Darren Petrosino	New Jersey	3	30.0%	.139	.194	35
271		Tristan Clarke	Arizona	3	30.0%	.146	.137	34
272		Saahir Narang	Texas	3	30.0%	.138	.152	34
273		Joe Nutter	Georgia	3	30.0%	.114	.129	34
274		Abel Gilsing	Europe	3	30.0%	.119	.150	33
275		Sheldon Wong	Illinois	3	30.0%	.073	.078	32
276		David Snoddon	Canada	3	30.0%	.064	.072	32
277		Brock Stephenson	Canada	3	30.0%	.072	.048	31
278		Zoe Kaperonis	New York	2	20.0%	.376	.249	29
279		Andrew Fisher	United Kingdom	2	20.0%	.361	.214	28
280		Shauna McNally	Canada	2	20.0%	.301	.194	27
281		Susan Corbus	Illinois	2	20.0%	.203	.128	25
282		Victor Pavao	Massachusetts	2	20.0%	.202	.183	24
283		Michael Shang	Maryland	2	20.0%	.154	.103	24
284		Guan Tong Tay	Asia	1	10.0%	.034	.044	10
285		Chris Morin	New York	1	10.0%	.001	.258	10
286		Amory Kaufman	Minnesota	1	10.0%	.000	.019	10
287		Dan Ni	New York	1	10.0%	.000	.149	10
288		Louis Johnson	Alabama	1	10.0%	.000	.029	10
289		Padraig Finan	Washington	0	0.0%	-1.000	.037	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.