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2023 Popular Culture Week 15

Standings

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#	Awards	Player	Region	# Correct	% Correct	Average Correct Celerity	Std. Dev. Celerity	Score
1		Chris Miller	Kentucky	10	100.0%	.535	.175	164
2		Steve Bahnaman	North Carolina	10	100.0%	.478	.232	157
3		Drew Scheeler	Ohio	10	100.0%	.439	.284	152
4		Matthew Marcotte	California	10	100.0%	.434	.235	151
5		Benjamin Kitchen	Colorado	10	100.0%	.406	.309	148
6		Jason Sterlacci	New Jersey	10	100.0%	.402	.192	148
7		McKinnie Lee Sizemore	Florida	9	90.0%	.489	.257	143
8		Gerry Tansey	Missouri	10	100.0%	.359	.257	142
9		John Presloid	Ohio	10	100.0%	.358	.197	142
10		Carlos Hernandez Fisher	Canada	10	100.0%	.354	.300	142
11		Ryan Milowicki	Connecticut	10	100.0%	.350	.287	142
12		Ali Filipowicz	Virginia	9	90.0%	.456	.291	140
13		Jason Hess	Texas	10	100.0%	.337	.233	139
14		Myron Meyer	South Dakota	9	90.0%	.429	.328	137
15		Harley Andrew	Wisconsin	9	90.0%	.422	.244	136
16		Charlie Fritz	Illinois	9	90.0%	.425	.274	135
17		Greg Peterson	Illinois	9	90.0%	.418	.307	135
18		Alex Schmidt	Pennsylvania	10	100.0%	.301	.187	135
19		Finn Bender	Wisconsin	10	100.0%	.298	.274	135
20		James Dowd	Hawaii	9	90.0%	.422	.248	134
21		Derek Martz	Illinois	9	90.0%	.398	.245	133
22		Nathan Finn	District of Columbia	9	90.0%	.395	.243	133
23		Max Smiley	California	10	100.0%	.264	.234	132
24		Michael Turner	South Carolina	9	90.0%	.374	.274	130
25		Chris Abrams	Nevada	9	90.0%	.371	.276	130
26		Dan Puma	Illinois	10	100.0%	.275	.239	130
27		Kari Race	Wisconsin	9	90.0%	.387	.217	129
28		Seoan Webb	United Kingdom	9	90.0%	.366	.251	128
29		Scott Aefsky	Massachusetts	9	90.0%	.365	.232	128
30		Ramapriya Rangaraju	Kentucky	9	90.0%	.362	.233	128
31		Andrew Dupont	California	10	100.0%	.268	.216	128
32		Rahul Rao-Pothuraju	New York	10	100.0%	.242	.225	128
33		Evan Nagler	New York	10	100.0%	.237	.268	127
34		Stephen Morrison	Michigan	8	80.0%	.487	.275	126
35		Jason Serrano	New York	8	80.0%	.481	.281	126
36		Jessie Cubilla	Canada	8	80.0%	.474	.301	126
37		Kyle Kahan	California	9	90.0%	.349	.252	126
38		Matthew LaMagna	Virginia	9	90.0%	.339	.259	125
39		Tracey Hickman	Oklahoma	9	90.0%	.338	.264	125
40		Andy Kravis	New York	8	80.0%	.469	.262	124
41		Erik Nickels	California	9	90.0%	.322	.226	123
42		Janice Paton	Massachusetts	9	90.0%	.308	.261	123
43		Anthony Peek	Louisiana	8	80.0%	.455	.272	122
44		Lauren Manton	Ohio	8	80.0%	.442	.245	122
45		Scott Latchem	California	8	80.0%	.436	.202	122
46		Joshua Levit	Massachusetts	9	90.0%	.310	.264	122
47		Paolo Pasco	California	9	90.0%	.301	.207	121
48		Elisabeth Evan	Ohio	9	90.0%	.298	.274	121
49		Sean Calhoun	Iowa	9	90.0%	.291	.243	121
50		Julian Saddy	Canada	9	90.0%	.302	.208	120
51		John Lance	Colorado	9	90.0%	.300	.257	120
52		Radu Popescu	Canada	9	90.0%	.275	.232	120
53		Adam Escandell	Texas	10	100.0%	.188	.162	120
54		Jimmy Dunn	Michigan	10	100.0%	.177	.170	120
55		Jordan Sackmaster	Wisconsin	6	60.0%	.832	.279	119
56		David Kiang	Illinois	7	70.0%	.574	.284	119
57		Erik Eide	Canada	9	90.0%	.275	.224	119
58		Alec Chao	District of Columbia	9	90.0%	.273	.266	119
59		Frank Grabowski	Pennsylvania	8	80.0%	.393	.265	117
60		Jack Wolverton	Missouri	9	90.0%	.281	.175	117
61		Matthew Askins	Arizona	9	90.0%	.252	.180	117
62		Will Swygart	United Kingdom	9	90.0%	.267	.246	116
63		William Neiswanger	Washington	9	90.0%	.255	.130	116
64		Darren Petrosino	New Jersey	10	100.0%	.150	.170	116
65		Chris Ottolino	Missouri	8	80.0%	.369	.235	115
66		Clifford Galiher	California	9	90.0%	.260	.216	115
67		John Riss	Illinois	9	90.0%	.237	.223	115
68		Nate Muckley	Illinois	8	80.0%	.356	.273	114
69		Steven Brown	Virginia	8	80.0%	.346	.235	114
70		Brian Hamilton	Oregon	9	90.0%	.237	.225	114
71		Michael Olson	Minnesota	8	80.0%	.367	.289	113
72		James Washick	South Carolina	9	90.0%	.232	.184	113
73		Michael Bentley	Washington	9	90.0%	.228	.221	113
74		Tim Crockett	Washington	9	90.0%	.225	.224	113
75		Pranav Veluri	Indiana	8	80.0%	.348	.206	112
76		Jacob O'Rourke	Missouri	8	80.0%	.342	.230	112
77		Aaron Dos Remedios	Canada	8	80.0%	.337	.314	112
78		Amogh Kulkarni	Illinois	9	90.0%	.218	.219	112
79		Jackson Todd	Georgia	9	90.0%	.218	.184	112
80		Jeremy Tsai	New Jersey	9	90.0%	.203	.210	112
81		Erik Christensen	Canada	9	90.0%	.202	.226	112
82		Andy Brown	Illinois	9	90.0%	.199	.221	112
83		Devon Edwards	New York	7	70.0%	.496	.262	111
84		Candy Murphy	Virginia	8	80.0%	.343	.227	111
85		Ryan Manton	Ohio	8	80.0%	.321	.195	111
86		Ryan Rosenberg	California	9	90.0%	.220	.270	111
87		Darrell Johnson	Arizona	9	90.0%	.216	.187	111
88		Tucker Warner	New York	7	70.0%	.477	.271	110
89		Jack Rousseau	California	8	80.0%	.333	.255	110
90		Harry White	Virginia	8	80.0%	.317	.263	110
91		Matt Rossitch	Georgia	8	80.0%	.306	.259	110
92		Paul Villaluz	Nevada	9	90.0%	.196	.177	109
93		Dillon Edwards	Wisconsin	8	80.0%	.325	.240	108
94		Shannon Jamison	Virginia	8	80.0%	.310	.214	108
95		Sarah Benner	Ohio	8	80.0%	.308	.288	108
96		Theo Howe	United Kingdom	8	80.0%	.299	.263	108
97		Sean Doyle	Texas	9	90.0%	.184	.151	108
98		John Kocsis	Virginia	9	90.0%	.182	.167	108
99		Brian Lipinski	District of Columbia	7	70.0%	.428	.252	107
100		Ryan Hemmel	California	8	80.0%	.310	.292	107
101		Jack Van Nostrand	Canada	8	80.0%	.301	.170	107
102		William Travis	Texas	8	80.0%	.300	.218	107
103		Matt Smania	Michigan	8	80.0%	.287	.189	107
104		Lee Henry	Alabama	9	90.0%	.162	.211	107
105		Lars Melton	Virginia	8	80.0%	.286	.308	106
106		Daniel Chung	California	8	80.0%	.285	.261	106
107		Stephanie Perkins	Missouri	8	80.0%	.282	.205	106
108		Bobb X. Ha	Texas	7	70.0%	.429	.180	105
109		Talia Fan	Canada	8	80.0%	.275	.249	105
110		Joey Goldman	United Kingdom	8	80.0%	.268	.239	104
111		Michael Patison	Texas	8	80.0%	.267	.243	104
112		Adam Sapa	Canada	8	80.0%	.266	.193	104
113		Mike Malloy	Wisconsin	8	80.0%	.266	.233	104
114		Michael McPartland	United Kingdom	9	90.0%	.144	.169	104
115		Nate Kane	Arizona	8	80.0%	.266	.227	103
116		Mitchell Rimerman	District of Columbia	8	80.0%	.265	.222	103
117		Michael Coates	Idaho	8	80.0%	.251	.281	103
118		Ryan Luptak	Illinois	7	70.0%	.403	.275	102
119		Jenna Hull	California	7	70.0%	.397	.255	102
120		Jason Palmer	Ohio	7	70.0%	.396	.214	102
121		Daniel Galitsky	District of Columbia	7	70.0%	.382	.264	102
122		Omar Sajjad	California	7	70.0%	.381	.277	102
123		Tomás Aguilar-Fraga	California	8	80.0%	.258	.227	102
124		Joseph Langas	Texas	8	80.0%	.250	.221	102
125		Stephen Liu	California	8	80.0%	.244	.239	102
126		Chuck Yu	Maryland	8	80.0%	.243	.267	102
127		Raul Passement	Texas	8	80.0%	.237	.240	102
128		Christine Irwin	Canada	7	70.0%	.388	.257	101
129		Brian Morehouse	Connecticut	8	80.0%	.231	.207	101
130		Akosua Asante	Canada	8	80.0%	.226	.203	101
131		Nora Denning	Ohio	8	80.0%	.226	.283	100
132		Parth Jagtap	Canada	8	80.0%	.226	.268	100
133		Arlo Lyle	Arkansas	8	80.0%	.215	.279	100
134		Trevor Greissinger	Wisconsin	7	70.0%	.358	.216	99
135		Mike Myers	California	8	80.0%	.213	.197	99
136		Ashwath Seetharaman	Texas	8	80.0%	.201	.194	99
137		Henry Blyth	Ohio	7	70.0%	.353	.228	98
138		Jesse Tow	Illinois	7	70.0%	.343	.295	98
139		David Edwards	Illinois	8	80.0%	.215	.170	98
140		Jessica Fleischer	Illinois	8	80.0%	.209	.209	98
141		Amy Whitelaw	Virginia	8	80.0%	.209	.253	98
142		Cameron Williams	North Carolina	8	80.0%	.192	.192	98
143		Jonathan Pinyan	New Jersey	7	70.0%	.341	.194	97
144		Eric Douglass	South Carolina	7	70.0%	.336	.305	97
145		Ross Ferguson	South Carolina	7	70.0%	.336	.336	97
146		Alex Dzurick	Missouri	7	70.0%	.328	.257	97
147		Stephen Ours	Virginia	8	80.0%	.195	.186	97
148		Randall Eng	New York	8	80.0%	.187	.194	97
149		Kenji Shimizu	Michigan	6	60.0%	.498	.240	96
150		Jack Brounstein	Texas	7	70.0%	.319	.200	96
151		Andrew Foerster	North Carolina	8	80.0%	.187	.263	96
152		Dan Passner	New Jersey	8	80.0%	.164	.243	96
153		Daniel Feitel	District of Columbia	6	60.0%	.495	.233	95
154		Quinn McGarry	Missouri	7	70.0%	.318	.254	95
155		Matthew Grieco	New York	7	70.0%	.318	.282	95
156		Chris Becker	Maryland	7	70.0%	.292	.252	95
157		Wesley Erpelding	Minnesota	8	80.0%	.183	.170	95
158		Greg Garbee	Florida	8	80.0%	.173	.172	95
159		Simon Sweeney	Pennsylvania	7	70.0%	.290	.230	94
160		Zoe Kaperonis	New York	8	80.0%	.162	.162	94
161		Tom Minard	Canada	7	70.0%	.307	.238	93
162		Nick Matchen	Illinois	7	70.0%	.297	.253	93
163		Dawson Owens	Ohio	7	70.0%	.295	.198	93
164		James Kang	California	7	70.0%	.292	.190	93
165		Ewan Munro	Australia & Oceania	7	70.0%	.292	.231	93
166		Daniel Jude	California	7	70.0%	.286	.250	93
167		Josh Walker	Ohio	8	80.0%	.166	.196	93
168		David Cruickshank	United Kingdom	8	80.0%	.161	.201	93
169		Jonathan Hugendubler	Maryland	8	80.0%	.156	.201	93
170		Elizabeth Chang	Washington	8	80.0%	.148	.150	93
171		Tommy Segi	Ohio	8	80.0%	.147	.145	93
172		Craig Moysey	Canada	7	70.0%	.281	.168	92
173		Stan Jastrzebski	Indiana	7	70.0%	.273	.251	92
174		Robert Kilner	Ohio	7	70.0%	.267	.255	92
175		Chris Hale	Virginia	7	70.0%	.261	.214	92
176		Michael Shang	Maryland	7	70.0%	.264	.229	91
177		Sarah Whisenhunt	Virginia	7	70.0%	.251	.209	91
178		Kevin Lei	Canada	7	70.0%	.247	.242	91
179		Michael Kettler	Ohio	8	80.0%	.140	.169	91
180		Lawrence Simon	New York	7	70.0%	.254	.219	90
181		Andrew Almas	Canada	7	70.0%	.239	.257	90
182		Tyler Berry	Canada	8	80.0%	.137	.137	90
183		Daniel White	Washington	8	80.0%	.133	.168	90
184		Daniel DeFelippis	Europe	8	80.0%	.122	.144	90
185		Matt Coleman	Washington	7	70.0%	.255	.215	89
186		Andrew Fanko	United Kingdom	7	70.0%	.241	.232	89
187		Zane Placie	Georgia	7	70.0%	.239	.234	89
188		William Marshall	Alabama	7	70.0%	.231	.274	89
189		Christopher Parsons	Washington	7	70.0%	.207	.275	88
190		Bryan Householder	Ohio	6	60.0%	.399	.236	87
191		Joe Nutter	Georgia	7	70.0%	.235	.226	87
192		Douglas Wilham	Kentucky	7	70.0%	.201	.250	87
193		Aiden Benshimol	Massachusetts	7	70.0%	.198	.284	86
194		Kenny Peskin	Virginia	6	60.0%	.349	.302	85
195		Kane Keller	Louisiana	7	70.0%	.195	.219	85
196		Matthew Stern	Alabama	8	80.0%	.086	.184	85
197		Andrew Fisher	United Kingdom	7	70.0%	.190	.161	84
198		Andrew Medlin	Louisiana	7	70.0%	.188	.198	84
199		Ozzie Fallick	California	7	70.0%	.172	.212	84
200		Spencer Brown	Virginia	6	60.0%	.333	.244	83
201		Lynn Yu	California	6	60.0%	.328	.310	83
202		Chauncey Lo	California	7	70.0%	.172	.144	83
203		Thomas Credeur	Louisiana	7	70.0%	.167	.197	83
204		Patrick Carthy	Europe	7	70.0%	.163	.170	83
205		Alex Paskevicius	Canada	7	70.0%	.179	.205	82
206		Kaberi Chakrabarty	Illinois	7	70.0%	.147	.230	82
207		Ned Tagtmeier	Illinois	6	60.0%	.307	.185	81
208		Owen Cooper	Alabama	7	70.0%	.162	.237	81
209		Danny Lardner	United Kingdom	7	70.0%	.154	.208	81
210		Connor Teevens	Michigan	7	70.0%	.152	.259	81
211		Aaron Lichtig	Maryland	7	70.0%	.150	.133	81
212		Jason Lai	New York	7	70.0%	.144	.157	81
213		Paul Campbell	California	6	60.0%	.313	.208	80
214		Deleena Simon	Michigan	7	70.0%	.145	.139	80
215		Sean Jackson	South Carolina	7	70.0%	.137	.128	80
216		Tristan Clarke	Arizona	6	60.0%	.281	.207	79
217		Haley Gambrell	South Carolina	7	70.0%	.147	.151	79
218		Nathan Hamer	United Kingdom	7	70.0%	.124	.176	79
219		Jetta Smith	Wisconsin	7	70.0%	.118	.135	79
220		Danielle Long	Illinois	6	60.0%	.264	.284	78
221		Matthew Given	Louisiana	6	60.0%	.259	.221	77
222		Brynn Jones	Alabama	6	60.0%	.251	.260	76
223		Benjamin Livingston	Minnesota	6	60.0%	.236	.213	76
224		Jenn Tulo	Virginia	7	70.0%	.097	.162	76
225		Emily Fletcher	Texas	6	60.0%	.250	.162	75
226		Jordan Brownstein	Virginia	6	60.0%	.237	.289	75
227		Kendall Plapp	New York	6	60.0%	.230	.291	75
228		Sam Davis	Texas	6	60.0%	.223	.224	75
229		Jill Heink	Kentucky	6	60.0%	.220	.250	75
230		Kai Tang	Illinois	6	60.0%	.212	.187	75
231		James Carberry	Louisiana	6	60.0%	.217	.192	74
232		David Snoddon	Canada	6	60.0%	.214	.277	74
233		Victor Pavao	Massachusetts	6	60.0%	.207	.238	74
234		Siddharth Hariharan	Maryland	7	70.0%	.067	.082	74
235		James E. Lasker	Texas	5	50.0%	.408	.272	73
236		Justin Dusaj	Michigan	6	60.0%	.199	.205	73
237		Losha Ndemeno-Tegomoh	Minnesota	6	60.0%	.194	.192	72
238		Michael Arjona	Georgia	6	60.0%	.192	.177	72
239		Abel Gilsing	Europe	7	70.0%	.042	.052	72
240		Hidehiro Anto	California	6	60.0%	.186	.150	71
241		Jonathan Hunter	Florida	6	60.0%	.169	.162	71
242		Natalie Schermer	Washington	6	60.0%	.164	.242	71
243		Josh Hill	Arkansas	6	60.0%	.163	.216	71
244		Mary Foley	Arizona	5	50.0%	.357	.307	70
245		Mick Reinhard	Pennsylvania	5	50.0%	.344	.221	70
246		Brad Williams	Wisconsin	6	60.0%	.173	.153	70
247		Will Howells	United Kingdom	6	60.0%	.170	.171	70
248		Scott Oberstaedt	Virginia	5	50.0%	.321	.218	69
249		Jessica Chellino	Florida	6	60.0%	.150	.130	68
250		Spencer Thrope	Middle East	6	60.0%	.143	.138	68
251		Allyson Propst	Missouri	6	60.0%	.136	.158	68
252		Kasper Statz	Florida	6	60.0%	.126	.155	68
253		Matthew Marcus	Oregon	5	50.0%	.293	.247	67
254		Cody Donahue	Mississippi	6	60.0%	.111	.144	67
255		Kelly Rabin	Washington	5	50.0%	.295	.288	66
256		Kenneth Martin	Illinois	6	60.0%	.108	.123	66
257		Dan Ni	New York	5	50.0%	.265	.283	65
258		Theodore Young	Kansas	6	60.0%	.077	.106	65
259		Gwen Abrams	Nevada	5	50.0%	.261	.241	64
260		Katie Bauermeister	California	5	50.0%	.247	.263	64
261		Ben Smith	Canada	6	60.0%	.091	.100	64
262		John Brock	Massachusetts	6	60.0%	.064	.060	63
263		JinAh Kim	Virginia	5	50.0%	.231	.247	62
264		Christopher Harris	Texas	5	50.0%	.211	.219	62
265		Christian Wilson	New York	5	50.0%	.202	.159	61
266		Seth Moland-Kovash	Illinois	5	50.0%	.185	.268	59
267		George Atendido	Minnesota	5	50.0%	.150	.145	58
268		Mazin Omer	Massachusetts	4	40.0%	.390	.201	57
269		Rikiya Cheaves	Florida	5	50.0%	.150	.136	57
270		Mindy Wong	New York	5	50.0%	.136	.113	57
271		Alexander Bandukwala	Illinois	5	50.0%	.135	.162	57
272		Delano Barnes	Texas	5	50.0%	.101	.144	55
273		Brock Stephenson	Canada	5	50.0%	.099	.084	55
274		Shauna McNally	Canada	5	50.0%	.084	.107	55
275		Chris Morin	New York	5	50.0%	.108	.115	54
276		Saahir Narang	Texas	5	50.0%	.047	.047	52
277		Anthony DiCarlo	California	4	40.0%	.210	.180	49
278		Kevin McCabe	Colorado	4	40.0%	.190	.240	48
279		Sheldon Wong	Illinois	4	40.0%	.186	.241	48
280		James Denning	Ohio	4	40.0%	.179	.264	48
281		Violet Hundt	Wisconsin	4	40.0%	.147	.141	46
282		Michael Joy	Michigan	3	30.0%	.381	.271	44
283		Amory Kaufman	Minnesota	4	40.0%	.056	.118	42
284		Madeline Painter	Illinois	4	40.0%	.043	.082	41
285		Andrey Goder	California	4	40.0%	.032	.057	41
286		Susan Corbus	Illinois	3	30.0%	.085	.183	33
287		Louis Johnson	Alabama	3	30.0%	.012	.024	30
288		Guan Tong Tay	Asia	3	30.0%	.011	.344	30

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.