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2023 Popular Culture Week 11

Standings

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#	Awards	Player	Region	# Correct	% Correct	Average Correct Celerity	Std. Dev. Celerity	Score
1		Andy Kravis	New York	10	100.0%	.501	.220	159
2		Ryan Milowicki	Connecticut	10	100.0%	.440	.217	153
3		Brian Lipinski	District of Columbia	10	100.0%	.438	.269	151
4		Drew Scheeler	Ohio	10	100.0%	.427	.263	151
5		Benjamin Kitchen	Colorado	10	100.0%	.429	.250	150
6		Charlie Fritz	Illinois	10	100.0%	.395	.193	148
7		Anthony Peek	Louisiana	10	100.0%	.398	.173	146
8		Tucker Warner	New York	10	100.0%	.392	.188	146
9		Tomás Aguilar-Fraga	California	10	100.0%	.370	.273	145
10		Cari Milowicki	Ohio	10	100.0%	.357	.240	143
11		Tracey Hickman	Oklahoma	10	100.0%	.363	.178	142
12		Chris Miller	Kentucky	10	100.0%	.363	.214	142
13		Devon Edwards	New York	10	100.0%	.364	.222	141
14		Nathan Finn	District of Columbia	10	100.0%	.328	.215	138
15		Jeff Frank	Indiana	10	100.0%	.314	.273	138
16		Steven Brown	Virginia	9	90.0%	.434	.266	136
17		Theo Howe	United Kingdom	9	90.0%	.434	.172	136
18		John Presloid	Ohio	10	100.0%	.310	.210	135
19		William Marshall	Alabama	10	100.0%	.293	.290	134
20		Rahul Rao-Pothuraju	New York	10	100.0%	.291	.246	134
21		James Dowd	Hawaii	9	90.0%	.413	.206	133
22		Chris Abrams	Nevada	10	100.0%	.278	.236	133
23		Clifford Galiher	California	10	100.0%	.283	.231	132
24		McKinnie Lee Sizemore	Florida	9	90.0%	.379	.234	131
25		Ali Filipowicz	Virginia	10	100.0%	.266	.254	131
26		Matthew Marcotte	California	9	90.0%	.380	.191	129
27		Scott Aefsky	Massachusetts	9	90.0%	.378	.221	129
28		Jason Sterlacci	New Jersey	10	100.0%	.261	.189	129
29		Jason Hess	Texas	10	100.0%	.254	.228	129
30		Simon Sweeney	Pennsylvania	10	100.0%	.253	.228	129
31		Will Swygart	United Kingdom	10	100.0%	.246	.200	129
32		Jason Serrano	New York	9	90.0%	.376	.222	128
33		Myron Meyer	South Dakota	9	90.0%	.365	.277	128
34		Kari Race	Wisconsin	9	90.0%	.354	.214	128
35		Kyle Kahan	California	10	100.0%	.262	.167	128
36		Elisabeth Evan	Ohio	10	100.0%	.256	.249	128
37		Aaron Dos Remedios	Canada	10	100.0%	.252	.251	128
38		Sean Calhoun	Iowa	10	100.0%	.230	.220	128
39		Matthew LaMagna	Virginia	9	90.0%	.343	.235	127
40		Randall Eng	New York	9	90.0%	.338	.225	127
41		Lauren Manton	Ohio	10	100.0%	.237	.216	126
42		Jimmy Li	California	10	100.0%	.237	.158	126
43		Scott Latchem	California	9	90.0%	.360	.260	125
44		Evan Nagler	New York	10	100.0%	.223	.225	125
45		Danny Lardner	United Kingdom	9	90.0%	.334	.209	124
46		Adam Escandell	Texas	9	90.0%	.322	.135	123
47		Siddarth Kumar	Indiana	9	90.0%	.317	.201	123
48		Derek Martz	Illinois	9	90.0%	.315	.200	123
49		Anu Kashyap	California	8	80.0%	.433	.258	122
50		Stephen Morrison	Michigan	9	90.0%	.317	.204	122
51		Nate Muckley	Illinois	9	90.0%	.300	.302	122
52		Henry Blyth	Ohio	9	90.0%	.299	.269	122
53		Daniel Jude	California	10	100.0%	.198	.179	122
54		Omar Sajjad	California	9	90.0%	.289	.188	121
55		Christine Irwin	Canada	9	90.0%	.279	.272	120
56		Talia Fan	Canada	8	80.0%	.421	.290	119
57		Mazin Omer	Massachusetts	8	80.0%	.404	.232	119
58		Erik Eide	Canada	9	90.0%	.286	.216	119
59		Paolo Pasco	California	9	90.0%	.282	.263	119
60		Finn Bender	Wisconsin	9	90.0%	.278	.278	119
61		John Riss	Illinois	9	90.0%	.277	.269	119
62		Shannon Jamison	Virginia	9	90.0%	.274	.252	119
63		Alex Dzurick	Missouri	10	100.0%	.171	.250	119
64		James Washick	South Carolina	9	90.0%	.272	.192	118
65		David Kiang	Illinois	9	90.0%	.256	.235	117
66		Jack Rousseau	California	8	80.0%	.393	.213	116
67		Jack Brounstein	Texas	8	80.0%	.385	.219	116
68		Jessie Cubilla	Canada	8	80.0%	.371	.213	116
69		Zoe Madonna	Massachusetts	9	90.0%	.262	.193	116
70		Ewan Munro	Australia & Oceania	8	80.0%	.366	.264	115
71		Sarah Whisenhunt	Virginia	9	90.0%	.249	.204	115
72		Elizabeth Chang	Washington	9	90.0%	.248	.166	115
73		Amogh Kulkarni	Illinois	9	90.0%	.241	.284	115
74		Dan Puma	Illinois	9	90.0%	.253	.221	114
75		Craig Moysey	Canada	8	80.0%	.354	.203	113
76		Steve Bahnaman	North Carolina	8	80.0%	.348	.273	113
77		Erik Christensen	Canada	8	80.0%	.344	.247	113
78		Erik Nickels	California	9	90.0%	.239	.229	113
79		Alex Schmidt	Pennsylvania	9	90.0%	.232	.157	113
80		Harley Andrew	Wisconsin	8	80.0%	.355	.173	112
81		John Lance	Colorado	8	80.0%	.341	.267	112
82		Lee Henry	Alabama	9	90.0%	.223	.201	112
83		Kaberi Chakrabarty	Illinois	9	90.0%	.210	.237	112
84		Naveed Chowdhury	California	8	80.0%	.343	.188	111
85		Greg Peterson	Illinois	8	80.0%	.336	.232	111
86		Mike Malloy	Wisconsin	8	80.0%	.328	.175	111
87		Tim Crockett	Washington	9	90.0%	.227	.225	111
88		Tom Minard	Canada	9	90.0%	.217	.146	111
89		Jack Wolverton	Missouri	9	90.0%	.212	.147	111
90		Matt Smania	Michigan	9	90.0%	.206	.199	111
91		Lawrence Simon	New York	8	80.0%	.310	.272	110
92		Jack Van Nostrand	Canada	9	90.0%	.207	.148	110
93		Darrell Johnson	Arizona	9	90.0%	.200	.224	110
94		Kane Keller	Louisiana	9	90.0%	.191	.230	109
95		Andrew Medlin	Louisiana	9	90.0%	.190	.206	109
96		Robert Kilner	Ohio	9	90.0%	.189	.189	109
97		Pranav Veluri	Indiana	8	80.0%	.300	.218	107
98		Ryan Manton	Ohio	8	80.0%	.295	.266	107
99		Jeremy Tsai	New Jersey	8	80.0%	.286	.234	107
100		Mick Reinhard	Pennsylvania	8	80.0%	.282	.227	106
101		Joshua Levit	Massachusetts	8	80.0%	.281	.247	106
102		Michael Bentley	Washington	8	80.0%	.274	.272	106
103		Nate Kane	Arizona	8	80.0%	.283	.256	105
104		Joey Goldman	United Kingdom	8	80.0%	.266	.234	105
105		Daniel Chung	California	9	90.0%	.175	.110	105
106		Kevin Lei	Canada	7	70.0%	.417	.330	104
107		Zoe Kaperonis	New York	9	90.0%	.159	.160	104
108		Kendall Plapp	New York	8	80.0%	.263	.209	103
109		Ryan Luptak	Illinois	8	80.0%	.256	.212	103
110		Dmitriy Zakharov	District of Columbia	8	80.0%	.255	.267	103
111		Chris Ottolino	Missouri	8	80.0%	.248	.196	103
112		Christian Wilson	New York	8	80.0%	.247	.296	103
113		Matthew Askins	Arizona	8	80.0%	.244	.313	103
114		Michael McPartland	United Kingdom	8	80.0%	.243	.265	103
115		Michael Olson	Minnesota	8	80.0%	.243	.277	103
116		Aiden Benshimol	Massachusetts	8	80.0%	.243	.207	103
117		Spencer Thrope	Middle East	9	90.0%	.154	.105	103
118		Dan Passner	New Jersey	9	90.0%	.140	.173	103
119		Jason Palmer	Ohio	9	90.0%	.136	.124	103
120		Rachael Peters	Michigan	9	90.0%	.128	.163	103
121		Bobb X. Ha	Texas	7	70.0%	.378	.189	102
122		Jenna Hull	California	8	80.0%	.242	.237	102
123		Akosua Asante	Canada	9	90.0%	.129	.097	102
124		Gwen Abrams	Nevada	8	80.0%	.232	.175	101
125		Hidehiro Anto	California	9	90.0%	.120	.237	101
126		Daniel Feitel	District of Columbia	7	70.0%	.379	.223	100
127		Mike Myers	California	7	70.0%	.370	.264	100
128		Josh Hill	Arkansas	7	70.0%	.368	.261	100
129		Matthew Grieco	New York	8	80.0%	.229	.225	100
130		Arlo Lyle	Arkansas	8	80.0%	.223	.256	100
131		Siddharth Hariharan	Maryland	8	80.0%	.222	.195	100
132		Ashwath Seetharaman	Texas	8	80.0%	.220	.161	100
133		Jonathan Hugendubler	Maryland	9	90.0%	.106	.142	100
134		Seoan Webb	United Kingdom	7	70.0%	.345	.190	99
135		James Kang	California	8	80.0%	.230	.184	99
136		Adam Sapa	Canada	7	70.0%	.352	.271	98
137		Robert Diethrich	Texas	7	70.0%	.342	.165	98
138		Chauncey Lo	California	8	80.0%	.216	.201	98
139		James Carberry	Louisiana	8	80.0%	.214	.280	98
140		Michael Patison	Texas	8	80.0%	.210	.258	98
141		Max Smiley	California	8	80.0%	.201	.168	98
142		Julian Saddy	Canada	8	80.0%	.205	.229	97
143		Stephanie Perkins	Missouri	8	80.0%	.202	.138	97
144		Lynn Yu	California	7	70.0%	.319	.268	96
145		Matt Rossitch	Georgia	7	70.0%	.312	.294	96
146		David Edwards	Illinois	7	70.0%	.310	.253	96
147		Paul Campbell	California	8	80.0%	.197	.180	96
148		Andrew Dupont	California	8	80.0%	.191	.193	96
149		Ryan Hemmel	California	8	80.0%	.190	.175	96
150		Kenji Shimizu	Michigan	7	70.0%	.312	.222	95
151		Greg Garbee	Florida	7	70.0%	.299	.285	95
152		Radu Popescu	Canada	8	80.0%	.187	.121	95
153		Kent Buxton	Maryland	8	80.0%	.176	.243	95
154		Darren Petrosino	New Jersey	7	70.0%	.306	.216	94
155		Gerry Tansey	Missouri	7	70.0%	.299	.191	94
156		Wesley Erpelding	Minnesota	7	70.0%	.295	.294	94
157		Jacob O'Rourke	Missouri	8	80.0%	.178	.149	94
158		Parth Jagtap	Canada	8	80.0%	.161	.175	94
159		Victor Pavao	Massachusetts	7	70.0%	.299	.193	93
160		Dillon Edwards	Wisconsin	7	70.0%	.286	.238	93
161		Mitchell Rimerman	District of Columbia	7	70.0%	.272	.245	93
162		Brian Hamilton	Oregon	8	80.0%	.150	.190	93
163		Harry White	Virginia	6	60.0%	.443	.266	92
164		Lauren Cusitello	California	7	70.0%	.280	.187	92
165		Kelly Rabin	Washington	7	70.0%	.275	.250	92
166		Justin Dusaj	Michigan	7	70.0%	.270	.198	92
167		Stephen Liu	California	7	70.0%	.268	.155	92
168		Carlos Hernandez Fisher	Canada	7	70.0%	.263	.280	92
169		Quinn McGarry	Missouri	8	80.0%	.153	.161	92
170		Jonathan Pinyan	New Jersey	7	70.0%	.254	.187	91
171		Daniel White	Washington	8	80.0%	.158	.150	91
172		Michael Arjona	Georgia	8	80.0%	.136	.180	91
173		Kevin McCabe	Colorado	8	80.0%	.125	.138	91
174		Jessica Fleischer	Illinois	7	70.0%	.274	.206	90
175		JinAh Kim	Virginia	7	70.0%	.249	.229	90
176		William Neiswanger	Washington	7	70.0%	.238	.243	90
177		Matthew Marcus	Oregon	8	80.0%	.120	.121	90
178		Frank Grabowski	Pennsylvania	8	80.0%	.119	.164	90
179		Jordan Brownstein	Virginia	6	60.0%	.429	.235	89
180		Eric Douglass	South Carolina	7	70.0%	.247	.170	89
181		Matt Coleman	Washington	7	70.0%	.246	.239	89
182		Kenneth Martin	Illinois	7	70.0%	.243	.195	89
183		Ben Smith	Canada	8	80.0%	.131	.121	89
184		Alex Paskevicius	Canada	8	80.0%	.107	.107	89
185		Lars Melton	Virginia	7	70.0%	.246	.188	88
186		Joe Nutter	Georgia	7	70.0%	.235	.227	88
187		Paul Villaluz	Nevada	7	70.0%	.229	.209	88
188		Michael Joy	Michigan	7	70.0%	.226	.191	88
189		Ned Tagtmeier	Illinois	7	70.0%	.226	.201	88
190		Carl Voss	Minnesota	7	70.0%	.215	.165	88
191		Alec Chao	District of Columbia	8	80.0%	.090	.154	88
192		Sarah Benner	Ohio	6	60.0%	.382	.264	87
193		Deb Wells	Pennsylvania	7	70.0%	.226	.185	87
194		Gail Celio	Minnesota	7	70.0%	.223	.168	87
195		George Atendido	Minnesota	7	70.0%	.212	.197	87
196		Nicholas Harrison	Canada	7	70.0%	.212	.252	87
197		Trevor Greissinger	Wisconsin	6	60.0%	.357	.234	86
198		Kenny Peskin	Virginia	7	70.0%	.213	.208	86
199		Stan Jastrzebski	Indiana	6	60.0%	.364	.183	85
200		Raul Passement	Texas	6	60.0%	.347	.310	85
201		Benjamin Livingston	Minnesota	6	60.0%	.345	.270	85
202		Matthew Hart	Minnesota	7	70.0%	.199	.186	85
203		Kai Tang	Illinois	7	70.0%	.193	.245	85
204		Ryan Rosenberg	California	6	60.0%	.347	.243	84
205		Jack Garrison	Ohio	7	70.0%	.196	.212	84
206		Mary Foley	Arizona	7	70.0%	.191	.232	84
207		Candy Murphy	Virginia	7	70.0%	.185	.233	84
208		Shao-Yun Guo	Illinois	7	70.0%	.177	.254	84
209		Brad Williams	Wisconsin	7	70.0%	.173	.167	84
210		Andrew Almas	Canada	7	70.0%	.175	.151	83
211		Tommy Segi	Ohio	7	70.0%	.170	.179	83
212		Jason Lai	New York	7	70.0%	.167	.149	83
213		Stephen Ours	Virginia	6	60.0%	.316	.236	82
214		Josh Walker	Ohio	7	70.0%	.180	.139	82
215		Brynn Jones	Alabama	6	60.0%	.329	.241	81
216		Nick Matchen	Illinois	6	60.0%	.313	.164	81
217		Chris Hale	Virginia	6	60.0%	.308	.232	81
218		Owen Cooper	Alabama	7	70.0%	.156	.209	81
219		Michael Shang	Maryland	6	60.0%	.272	.262	80
220		Jill Heink	Kentucky	7	70.0%	.147	.140	80
221		Delano Barnes	Texas	7	70.0%	.139	.164	80
222		Christopher Harris	Texas	6	60.0%	.291	.165	79
223		Jackson Todd	Georgia	6	60.0%	.276	.287	79
224		Michael Coates	Idaho	6	60.0%	.260	.272	78
225		Edward Sanfrey	Ohio	7	70.0%	.112	.155	78
226		Andrey Goder	California	7	70.0%	.105	.131	78
227		Abel Gilsing	Europe	7	70.0%	.090	.134	77
228		Spencer Brown	Virginia	5	50.0%	.442	.279	76
229		Sheldon Wong	Illinois	6	60.0%	.249	.249	76
230		Patrick Carthy	Europe	6	60.0%	.234	.241	76
231		Joshua Grischow	Ohio	6	60.0%	.232	.206	75
232		James Denning	Ohio	6	60.0%	.218	.234	75
233		William Travis	Texas	6	60.0%	.217	.142	75
234		Jenn Tulo	Virginia	6	60.0%	.212	.262	75
235		Thomas Credeur	Louisiana	6	60.0%	.205	.288	75
236		John Brock	Massachusetts	7	70.0%	.062	.093	75
237		Connor Teevens	Michigan	6	60.0%	.224	.269	74
238		Michael Kettler	Ohio	6	60.0%	.208	.257	74
239		Haley Gambrell	South Carolina	6	60.0%	.210	.194	73
240		John Kocsis	Virginia	6	60.0%	.205	.168	73
241		Jimmy Dunn	Michigan	6	60.0%	.184	.170	73
242		David Cruickshank	United Kingdom	6	60.0%	.202	.159	72
243		Brian Morehouse	Connecticut	6	60.0%	.159	.217	71
244		Mindy Wong	New York	5	50.0%	.345	.235	70
245		Daniel DeFelippis	Europe	5	50.0%	.308	.263	68
246		Chuck Yu	Maryland	5	50.0%	.292	.239	67
247		Joseph Langas	Texas	5	50.0%	.291	.242	67
248		Amy Whitelaw	Virginia	6	60.0%	.126	.130	67
249		Katie Bauermeister	California	6	60.0%	.088	.140	66
250		Scott Oberstaedt	Virginia	5	50.0%	.265	.174	65
251		Chris McDonald	Florida	5	50.0%	.262	.354	65
252		Stacy Bridgette	West Virginia	6	60.0%	.083	.113	65
253		Cameron Williams	North Carolina	6	60.0%	.074	.080	65
254		Will Howells	United Kingdom	5	50.0%	.266	.205	64
255		Losha Ndemeno-Tegomoh	Minnesota	5	50.0%	.242	.242	64
256		Christopher Parsons	Washington	5	50.0%	.231	.263	64
257		Sam Davis	Texas	5	50.0%	.220	.248	62
258		Andrew Fanko	United Kingdom	5	50.0%	.195	.187	61
259		Zane Placie	Georgia	4	40.0%	.407	.249	60
260		Tristan Clarke	Arizona	5	50.0%	.182	.176	60
261		Andrew Fisher	United Kingdom	4	40.0%	.389	.236	59
262		Emily Fletcher	Texas	4	40.0%	.380	.304	58
263		Jonathan Hunter	Florida	5	50.0%	.122	.172	56
264		Danielle Long	Illinois	5	50.0%	.101	.108	55
265		Seth Moland-Kovash	Illinois	3	30.0%	.663	.243	54
266		James E. Lasker	Texas	4	40.0%	.306	.267	54
267		Alexander Bandukwala	Illinois	4	40.0%	.295	.262	54
268		Tyler Berry	Canada	5	50.0%	.084	.130	54
269		Andrew Foerster	North Carolina	5	50.0%	.084	.219	53
270		Natalie Schermer	Washington	5	50.0%	.080	.077	53
271		Beth Kromka	Maryland	5	50.0%	.063	.061	52
272		Shauna McNally	Canada	5	50.0%	.055	.077	52
273		Chris Morin	New York	5	50.0%	.039	.048	52
274		Nathan Hamer	United Kingdom	4	40.0%	.229	.187	50
275		Padraig Finan	Washington	4	40.0%	.224	.254	50
276		Gary Foote	Maryland	5	50.0%	.003	.007	50
277		Allyson Propst	Missouri	4	40.0%	.218	.168	49
278		Aaron Lichtig	Maryland	4	40.0%	.121	.165	45
279		Dan Ni	New York	2	20.0%	.804	.318	40
280		Anthony DiCarlo	California	3	30.0%	.286	.292	40
281		Louis Johnson	Alabama	3	30.0%	.250	.250	39
282		Brock Stephenson	Canada	3	30.0%	.248	.166	38
283		Amory Kaufman	Minnesota	3	30.0%	.224	.224	38
284		Susan Corbus	Illinois	3	30.0%	.210	.135	37
285		David Snoddon	Canada	3	30.0%	.176	.127	35
286		Madeline Painter	Illinois	3	30.0%	.117	.070	33
287		Guan Tong Tay	Asia	3	30.0%	.012	.018	30
288		Violet Hundt	Wisconsin	2	20.0%	.320	.157	27
289		Kyle Morehouse	Connecticut	2	20.0%	.262	.225	26
290		Russ Hart	New York	2	20.0%	.169	.121	23
291		Jessica Chellino	Florida	2	20.0%	.066	.110	21
292		Reesa Wiggins	Wisconsin	0	0.0%	-1.000	-1.000	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.