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2023 Popular Culture Week 10

Standings

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#	Awards	Player	Region	# Correct	% Correct	Average Correct Celerity	Std. Dev. Celerity	Score
1		Scott Latchem	California	10	100.0%	.281	.251	134
2		Evan Nagler	New York	10	100.0%	.273	.257	132
3		Drew Scheeler	Ohio	9	90.0%	.375	.296	130
4		Tracey Hickman	Oklahoma	9	90.0%	.361	.292	129
5		Kyle Kahan	California	10	100.0%	.240	.241	127
6		Jason Sterlacci	New Jersey	10	100.0%	.214	.161	125
7		Charlie Fritz	Illinois	9	90.0%	.314	.258	122
8		Jason Hess	Texas	9	90.0%	.307	.266	122
9		Benjamin Kitchen	Colorado	8	80.0%	.411	.237	120
10		McKinnie Lee Sizemore	Florida	9	90.0%	.289	.288	120
11		Derek Martz	Illinois	8	80.0%	.411	.285	119
12		Mike Malloy	Wisconsin	8	80.0%	.389	.249	117
13		Kenji Shimizu	Michigan	8	80.0%	.386	.227	116
14		Finn Bender	Wisconsin	9	90.0%	.242	.238	115
15		Jack Wolverton	Missouri	9	90.0%	.241	.198	115
16		Elisabeth Evan	Ohio	9	90.0%	.237	.225	114
17		Matthew Marcotte	California	8	80.0%	.364	.243	113
18		Chris Miller	Kentucky	8	80.0%	.350	.295	113
19		Stephen Morrison	Michigan	8	80.0%	.348	.257	113
20		Joey Goldman	United Kingdom	8	80.0%	.338	.299	112
21		Akosua Asante	Canada	9	90.0%	.235	.160	112
22		Carlos Hernandez Fisher	Canada	8	80.0%	.342	.250	111
23		Andy Kravis	New York	9	90.0%	.227	.186	111
24		Jeremy Tsai	New Jersey	9	90.0%	.204	.122	111
25		Brian Lipinski	District of Columbia	8	80.0%	.323	.243	110
26		Jessie Cubilla	Canada	8	80.0%	.318	.263	110
27		Christine Irwin	Canada	8	80.0%	.313	.270	110
28		Shannon Jamison	Virginia	7	70.0%	.466	.296	109
29		Ali Filipowicz	Virginia	8	80.0%	.319	.193	109
30		Chris Ottolino	Missouri	8	80.0%	.318	.200	109
31		Craig Moysey	Canada	8	80.0%	.310	.224	107
32		Jason Serrano	New York	8	80.0%	.308	.239	107
33		Tucker Warner	New York	8	80.0%	.292	.223	107
34		Julian Saddy	Canada	9	90.0%	.179	.227	107
35		Nathan Finn	District of Columbia	8	80.0%	.279	.261	105
36		Dillon Edwards	Wisconsin	9	90.0%	.160	.157	105
37		Seoan Webb	United Kingdom	8	80.0%	.270	.215	104
38		John Presloid	Ohio	7	70.0%	.391	.280	103
39		Scott Oberstaedt	Virginia	8	80.0%	.268	.210	103
40		Ryan Milowicki	Connecticut	8	80.0%	.266	.177	103
41		Harley Andrew	Wisconsin	8	80.0%	.261	.221	103
42		Matthew LaMagna	Virginia	8	80.0%	.251	.198	103
43		Dan Puma	Illinois	8	80.0%	.251	.204	103
44		Naveed Chowdhury	California	8	80.0%	.251	.246	103
45		Robert Kilner	Ohio	9	90.0%	.138	.207	103
46		Randall Eng	New York	7	70.0%	.411	.271	102
47		Devon Edwards	New York	7	70.0%	.387	.320	102
48		James Dowd	Hawaii	7	70.0%	.374	.240	102
49		Jason Palmer	Ohio	7	70.0%	.363	.268	102
50		Matthew Grieco	New York	8	80.0%	.245	.209	102
51		Erik Eide	Canada	7	70.0%	.359	.269	101
52		Sam Davis	Texas	8	80.0%	.213	.272	100
53		Gerry Tansey	Missouri	7	70.0%	.354	.295	99
54		Clifford Galiher	California	7	70.0%	.336	.300	99
55		Rahul Rao-Pothuraju	New York	8	80.0%	.207	.246	99
56		Kari Race	Wisconsin	7	70.0%	.350	.255	98
57		Daniel Jude	California	8	80.0%	.206	.160	98
58		Matthew Stern	Alabama	8	80.0%	.190	.168	98
59		Adam Sapa	Canada	8	80.0%	.202	.133	97
60		Tim Crockett	Washington	8	80.0%	.195	.223	97
61		Vanessa Roosa	Wisconsin	9	90.0%	.065	.182	97
62		Andrew Medlin	Louisiana	7	70.0%	.322	.268	96
63		Andrew Dupont	California	7	70.0%	.320	.249	96
64		John Lance	Colorado	7	70.0%	.316	.265	96
65		Chris Becker	Maryland	8	80.0%	.186	.174	96
66		Omar Sajjad	California	7	70.0%	.314	.237	95
67		Stephen Liu	California	7	70.0%	.310	.245	95
68		Zoe Madonna	Massachusetts	7	70.0%	.305	.293	95
69		Jesse Tow	Illinois	7	70.0%	.303	.243	95
70		Cari Milowicki	Ohio	7	70.0%	.326	.239	94
71		Ryan Rosenberg	California	7	70.0%	.292	.213	94
72		Jonathan Pinyan	New Jersey	7	70.0%	.291	.233	94
73		Tom Minard	Canada	8	80.0%	.162	.190	94
74		Jill Heink	Kentucky	8	80.0%	.161	.178	94
75		Paul Villaluz	Nevada	7	70.0%	.271	.215	93
76		Jack Van Nostrand	Canada	8	80.0%	.150	.117	93
77		Anu Kashyap	California	7	70.0%	.288	.244	92
78		Erik Christensen	Canada	7	70.0%	.269	.236	92
79		Lauren Cusitello	California	7	70.0%	.264	.211	92
80		Matthew Marcus	Oregon	8	80.0%	.153	.168	92
81		Jordan Brownstein	Virginia	6	60.0%	.436	.252	91
82		Myron Meyer	South Dakota	6	60.0%	.434	.316	91
83		Brad Williams	Wisconsin	7	70.0%	.283	.233	91
84		Frank Grabowski	Pennsylvania	7	70.0%	.256	.244	91
85		Alec Chao	District of Columbia	8	80.0%	.141	.184	91
86		Lee Henry	Alabama	8	80.0%	.124	.217	91
87		Eric Douglass	South Carolina	6	60.0%	.433	.267	90
88		Michael Kettler	Ohio	6	60.0%	.397	.301	89
89		Nathan Aderhold	Colorado	7	70.0%	.253	.248	89
90		Daniel Chung	California	7	70.0%	.243	.289	89
91		John Riss	Illinois	7	70.0%	.241	.211	89
92		Nicholas Harrison	Canada	8	80.0%	.112	.138	89
93		Greg Peterson	Illinois	6	60.0%	.374	.294	87
94		Lauren Manton	Ohio	7	70.0%	.219	.201	87
95		Matt Smania	Michigan	7	70.0%	.214	.241	87
96		Alex Paskevicius	Canada	8	80.0%	.077	.128	87
97		Anthony Peek	Louisiana	6	60.0%	.375	.282	86
98		Daniel Feitel	District of Columbia	6	60.0%	.365	.245	86
99		Talia Fan	Canada	7	70.0%	.201	.233	86
100		Will Swygart	United Kingdom	7	70.0%	.199	.172	86
101		Kevin Lei	Canada	7	70.0%	.196	.257	86
102		Deleena Simon	Michigan	8	80.0%	.067	.090	86
103		Michael Patison	Texas	6	60.0%	.354	.269	85
104		Darrell Johnson	Arizona	6	60.0%	.350	.252	85
105		Jeff Frank	Indiana	6	60.0%	.349	.233	85
106		Nate Muckley	Illinois	7	70.0%	.193	.229	85
107		Max Smiley	California	7	70.0%	.189	.173	84
108		Spencer Thrope	Middle East	7	70.0%	.183	.155	84
109		Henry Blyth	Ohio	6	60.0%	.324	.209	83
110		Kenny Peskin	Virginia	6	60.0%	.324	.260	83
111		Steven Brown	Virginia	6	60.0%	.316	.274	83
112		Lynn Yu	California	7	70.0%	.171	.168	83
113		Kelly Rabin	Washington	7	70.0%	.165	.161	83
114		Arlo Lyle	Arkansas	5	50.0%	.548	.307	82
115		Scott Aefsky	Massachusetts	6	60.0%	.331	.302	82
116		David Kiang	Illinois	6	60.0%	.317	.183	82
117		Paolo Pasco	California	6	60.0%	.312	.164	82
118		Steve Bahnaman	North Carolina	6	60.0%	.304	.231	82
119		Ryan Manton	Ohio	7	70.0%	.176	.148	82
120		Kendall Plapp	New York	7	70.0%	.158	.154	82
121		Jack Brounstein	Texas	6	60.0%	.319	.227	81
122		Victor Pavao	Massachusetts	6	60.0%	.307	.257	81
123		Theo Howe	United Kingdom	6	60.0%	.296	.240	81
124		William Travis	Texas	6	60.0%	.292	.224	81
125		Brian Hamilton	Oregon	7	70.0%	.146	.141	81
126		Sean Calhoun	Iowa	7	70.0%	.138	.153	81
127		Greg Garbee	Florida	6	60.0%	.302	.251	80
128		John Kocsis	Virginia	6	60.0%	.289	.318	80
129		Candy Murphy	Virginia	6	60.0%	.286	.172	80
130		Shauna McNally	Canada	6	60.0%	.281	.292	80
131		Ben Smith	Canada	7	70.0%	.148	.215	80
132		William Neiswanger	Washington	7	70.0%	.139	.143	80
133		Tomás Aguilar-Fraga	California	6	60.0%	.278	.172	79
134		Dan Passner	New Jersey	7	70.0%	.111	.182	79
135		Aaron Dos Remedios	Canada	6	60.0%	.279	.242	78
136		Lawrence Simon	New York	6	60.0%	.273	.206	78
137		Alex Schmidt	Pennsylvania	6	60.0%	.269	.264	78
138		Nate Kane	Arizona	6	60.0%	.260	.193	78
139		Michael Olson	Minnesota	6	60.0%	.249	.189	78
140		Chris Morin	New York	6	60.0%	.247	.159	78
141		Jenn Tulo	Virginia	6	60.0%	.247	.207	76
142		Michael Arjona	Georgia	6	60.0%	.236	.167	76
143		James Carberry	Louisiana	6	60.0%	.232	.240	76
144		Kevin McCabe	Colorado	7	70.0%	.081	.142	76
145		Adam Escandell	Texas	5	50.0%	.421	.242	75
146		Joshua Levit	Massachusetts	6	60.0%	.249	.165	75
147		Kane Keller	Louisiana	6	60.0%	.226	.177	75
148		Wesley Erpelding	Minnesota	6	60.0%	.224	.172	75
149		Chris Hale	Virginia	6	60.0%	.223	.184	75
150		Ned Tagtmeier	Illinois	6	60.0%	.209	.176	75
151		Joseph Langas	Texas	6	60.0%	.205	.216	75
152		Zoe Kaperonis	New York	7	70.0%	.090	.121	75
153		Michael McPartland	United Kingdom	7	70.0%	.087	.072	75
154		Brynn Jones	Alabama	5	50.0%	.410	.325	74
155		Ewan Munro	Australia & Oceania	6	60.0%	.220	.148	74
156		Carl Voss	Minnesota	6	60.0%	.211	.157	74
157		Erik Nickels	California	6	60.0%	.208	.131	74
158		Amogh Kulkarni	Illinois	6	60.0%	.202	.172	74
159		Kenneth Martin	Illinois	6	60.0%	.202	.172	74
160		Jonathan Hugendubler	Maryland	6	60.0%	.195	.151	74
161		Stephanie Perkins	Missouri	5	50.0%	.394	.265	73
162		Paul Campbell	California	6	60.0%	.206	.152	73
163		Jack Rousseau	California	6	60.0%	.189	.227	73
164		Michael Coates	Idaho	6	60.0%	.181	.272	73
165		JinAh Kim	Virginia	7	70.0%	.059	.063	73
166		Stan Jastrzebski	Indiana	5	50.0%	.379	.245	72
167		Mike Myers	California	5	50.0%	.373	.286	72
168		Lars Melton	Virginia	5	50.0%	.368	.252	72
169		Mitchell Rimerman	District of Columbia	6	60.0%	.197	.165	72
170		Jonathan Hunter	Florida	6	60.0%	.185	.157	72
171		James Washick	South Carolina	6	60.0%	.183	.195	72
172		Jack Garrison	Ohio	6	60.0%	.183	.204	72
173		Chauncey Lo	California	6	60.0%	.181	.129	72
174		Jackson Todd	Georgia	6	60.0%	.175	.246	72
175		Matthew Askins	Arizona	6	60.0%	.165	.200	72
176		Douglas Wilham	Kentucky	6	60.0%	.164	.142	72
177		Chris Abrams	Nevada	6	60.0%	.187	.235	71
178		Mick Reinhard	Pennsylvania	6	60.0%	.175	.265	71
179		Ozzie Fallick	California	6	60.0%	.163	.165	70
180		Alex Dzurick	Missouri	5	50.0%	.339	.223	69
181		Matt Coleman	Washington	6	60.0%	.147	.149	69
182		Rachael Peters	Michigan	6	60.0%	.127	.284	69
183		Gregory Berman	Illinois	5	50.0%	.314	.252	68
184		Russ Hart	New York	5	50.0%	.291	.287	68
185		Gwen Abrams	Nevada	6	60.0%	.128	.124	68
186		Brian Morehouse	Connecticut	6	60.0%	.106	.145	68
187		George Atendido	Minnesota	5	50.0%	.292	.201	67
188		Tommy Segi	Ohio	6	60.0%	.104	.153	67
189		Benjamin Livingston	Minnesota	4	40.0%	.530	.294	66
190		Simon Sweeney	Pennsylvania	5	50.0%	.297	.181	66
191		Anthony DiCarlo	California	5	50.0%	.289	.259	66
192		James Kang	California	6	60.0%	.101	.153	66
193		Owen Cooper	Alabama	5	50.0%	.279	.302	65
194		Ryan Luptak	Illinois	5	50.0%	.267	.272	65
195		Danny Lardner	United Kingdom	6	60.0%	.086	.179	65
196		Beth Kromka	Maryland	6	60.0%	.078	.057	65
197		Trevor Greissinger	Wisconsin	5	50.0%	.244	.205	64
198		Daniel White	Washington	5	50.0%	.225	.234	63
199		Matt Rossitch	Georgia	5	50.0%	.225	.214	63
200		Joe Nutter	Georgia	5	50.0%	.224	.204	63
201		Chuck Yu	Maryland	5	50.0%	.222	.189	63
202		Kai Tang	Illinois	5	50.0%	.218	.148	63
203		Nick Matchen	Illinois	5	50.0%	.211	.227	63
204		Hidehiro Anto	California	6	60.0%	.061	.061	63
205		Radu Popescu	Canada	5	50.0%	.223	.304	62
206		Siddharth Hariharan	Maryland	5	50.0%	.216	.151	62
207		Jason Lai	New York	6	60.0%	.037	.088	62
208		Michael Joy	Michigan	5	50.0%	.213	.153	61
209		Andrew Fisher	United Kingdom	5	50.0%	.209	.213	61
210		Kaberi Chakrabarty	Illinois	5	50.0%	.206	.209	61
211		Aiden Benshimol	Massachusetts	5	50.0%	.196	.200	61
212		Quinn McGarry	Missouri	5	50.0%	.196	.145	61
213		Jessica Fleischer	Illinois	5	50.0%	.192	.160	60
214		James Denning	Ohio	5	50.0%	.190	.168	60
215		Josh Walker	Ohio	5	50.0%	.185	.139	60
216		Siddarth Kumar	Indiana	5	50.0%	.180	.183	60
217		Justin Dusaj	Michigan	5	50.0%	.178	.170	60
218		Tyler Berry	Canada	5	50.0%	.175	.147	60
219		Andrey Goder	California	6	60.0%	.010	.025	60
220		Abel Gilsing	Europe	6	60.0%	.000	.165	60
221		David Cruickshank	United Kingdom	5	50.0%	.164	.218	59
222		Andrew Fanko	United Kingdom	5	50.0%	.159	.204	58
223		Seth Moland-Kovash	Illinois	4	40.0%	.375	.264	57
224		Andrew Foerster	North Carolina	5	50.0%	.150	.117	57
225		Danielle Long	Illinois	5	50.0%	.132	.140	57
226		Tristan Clarke	Arizona	5	50.0%	.114	.133	57
227		Mazin Omer	Massachusetts	4	40.0%	.353	.319	56
228		Will Howells	United Kingdom	5	50.0%	.140	.196	56
229		Mindy Wong	New York	4	40.0%	.314	.238	55
230		Patrick Carthy	Europe	5	50.0%	.105	.196	55
231		Aaron Lichtig	Maryland	5	50.0%	.093	.101	55
232		Christopher Harris	Texas	5	50.0%	.091	.096	55
233		Ashwath Seetharaman	Texas	4	40.0%	.300	.262	54
234		Jimmy Dunn	Michigan	4	40.0%	.295	.181	54
235		Stacy Bridgette	West Virginia	4	40.0%	.262	.297	52
236		Sarah Benner	Ohio	4	40.0%	.261	.145	52
237		Darren Petrosino	New Jersey	4	40.0%	.244	.291	52
238		Gary Foote	Maryland	5	50.0%	.053	.057	52
239		Losha Ndemeno-Tegomoh	Minnesota	4	40.0%	.261	.160	51
240		Ross Ferguson	South Carolina	4	40.0%	.260	.155	51
241		Josh Hill	Arkansas	4	40.0%	.253	.171	51
242		Thomas Credeur	Louisiana	4	40.0%	.227	.269	50
243		Matthew Given	Louisiana	4	40.0%	.223	.158	50
244		Daniel DeFelippis	Europe	4	40.0%	.211	.178	50
245		Christian Wilson	New York	4	40.0%	.227	.162	49
246		Harry White	Virginia	4	40.0%	.197	.188	49
247		William Marshall	Alabama	4	40.0%	.196	.310	49
248		Michael Bentley	Washington	4	40.0%	.184	.203	49
249		Nora Denning	Ohio	4	40.0%	.177	.148	47
250		Parth Jagtap	Canada	4	40.0%	.171	.282	47
251		Rikiya Cheaves	Florida	4	40.0%	.164	.167	47
252		Jacob O'Rourke	Missouri	4	40.0%	.149	.138	46
253		Haley Gambrell	South Carolina	4	40.0%	.144	.133	46
254		Connor Teevens	Michigan	4	40.0%	.143	.140	46
255		Andrew Almas	Canada	4	40.0%	.132	.125	46
256		Amy Whitelaw	Virginia	4	40.0%	.127	.229	46
257		Susan Corbus	Illinois	4	40.0%	.109	.093	45
258		David Edwards	Illinois	4	40.0%	.113	.119	44
259		Dan Ni	New York	4	40.0%	.094	.091	44
260		Pranav Veluri	Indiana	3	30.0%	.369	.264	43
261		James E. Lasker	Texas	4	40.0%	.091	.074	43
262		Natalie Schermer	Washington	4	40.0%	.081	.100	43
263		Sheldon Wong	Illinois	4	40.0%	.052	.079	42
264		Delano Barnes	Texas	3	30.0%	.275	.193	40
265		Michael Shang	Maryland	4	40.0%	.004	.006	40
266		John Brock	Massachusetts	3	30.0%	.256	.162	38
267		Stephen Ours	Virginia	3	30.0%	.224	.274	38
268		Christopher Parsons	Washington	3	30.0%	.213	.147	37
269		Edward Sanfrey	Ohio	3	30.0%	.211	.147	37
270		Spencer Brown	Virginia	3	30.0%	.187	.143	36
271		Zane Placie	Georgia	3	30.0%	.186	.094	36
272		Ryan Hemmel	California	3	30.0%	.178	.174	36
273		Jenna Hull	California	3	30.0%	.169	.164	35
274		Sarah Whisenhunt	Virginia	3	30.0%	.168	.169	35
275		Raul Passement	Texas	3	30.0%	.132	.177	35
276		Mary Foley	Arizona	3	30.0%	.136	.122	34
277		David Snoddon	Canada	3	30.0%	.133	.093	34
278		Matthew Hart	Minnesota	3	30.0%	.120	.247	33
279		Louis Johnson	Alabama	3	30.0%	.042	.047	31
280		Emily Fletcher	Texas	2	20.0%	.242	.105	25
281		Dmitriy Zakharov	District of Columbia	2	20.0%	.206	.124	24
282		Nathan Hamer	United Kingdom	2	20.0%	.173	.128	24
283		Padraig Finan	Washington	2	20.0%	.004	.007	20
284		Jordan Sackmaster	Wisconsin	2	20.0%	.000	.000	20
285		Jessica Chellino	Florida	1	10.0%	.254	.072	13
286		Violet Hundt	Wisconsin	1	10.0%	.239	.090	13
287		Guan Tong Tay	Asia	1	10.0%	.136	.261	11
288		Alexander Bandukwala	Illinois	1	10.0%	.035	.270	10
289		Elizabeth Chang	Washington	1	50.0%	.000	.009	10
290		Reesa Wiggins	Wisconsin	1	10.0%	.000	.000	10
291		Mahit Karadigudda	California	1	10.0%	.000	.000	10

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.