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2023 Popular Culture Week 1

Standings

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#	Awards	Player	Region	# Correct	% Correct	Average Correct Celerity	Std. Dev. Celerity	Score
1		Aaron Dos Remedios	Canada	10	100.0%	.424	.230	151
2		Andy Kravis	New York	10	100.0%	.420	.237	150
3		Drew Scheeler	Ohio	9	90.0%	.493	.199	144
4		Anthony Peek	Louisiana	10	100.0%	.384	.233	144
5		Jason Palmer	Ohio	10	100.0%	.375	.278	144
6		Nate Kane	Arizona	10	100.0%	.358	.263	142
7		Tomás Aguilar-Fraga	California	10	100.0%	.335	.227	139
8		Harley Andrew	Wisconsin	10	100.0%	.334	.223	139
9		Scott Latchem	California	10	100.0%	.330	.208	139
10		Steven Brown	Virginia	10	100.0%	.325	.205	137
11		James Dowd	Hawaii	9	90.0%	.410	.302	135
12		Rahul Rao-Pothuraju	New York	9	90.0%	.399	.239	134
13		Jason Sterlacci	New Jersey	10	100.0%	.306	.285	134
14		McKinnie Lee Sizemore	Florida	10	100.0%	.302	.248	134
15		Kyle Kahan	California	10	100.0%	.298	.162	134
16		Stephen Ours	Virginia	10	100.0%	.291	.253	134
17		John Lance	Colorado	9	90.0%	.376	.199	132
18		Steve Bahnaman	North Carolina	10	100.0%	.283	.243	132
19		Chris Miller	Kentucky	10	100.0%	.267	.253	131
20		Evan Nagler	New York	10	100.0%	.260	.151	131
21		Carlos Hernandez Fisher	Canada	9	90.0%	.378	.260	130
22		Matthew Marcotte	California	9	90.0%	.364	.231	130
23		Craig Moysey	Canada	10	100.0%	.270	.240	130
24		Greg Peterson	Illinois	10	100.0%	.265	.166	130
25		Tom Minard	Canada	10	100.0%	.258	.247	130
26		Chris Abrams	Nevada	10	100.0%	.268	.195	129
27		Sarah Benner	Ohio	10	100.0%	.266	.240	129
28		Chris Ottolino	Missouri	9	90.0%	.363	.250	128
29		Jason Serrano	New York	9	90.0%	.354	.219	128
30		Tim Crockett	Washington	10	100.0%	.246	.234	128
31		Jack Rousseau	California	9	90.0%	.352	.145	127
32		Daniel Jude	California	10	100.0%	.245	.276	127
33		Derek Martz	Illinois	8	80.0%	.479	.289	126
34		Frank Grabowski	Pennsylvania	10	100.0%	.231	.262	126
35		Ryan Milowicki	Connecticut	9	90.0%	.343	.272	125
36		Jack Brounstein	Texas	9	90.0%	.335	.241	125
37		Sean Calhoun	Iowa	10	100.0%	.205	.251	125
38		Adam Escandell	Texas	9	90.0%	.332	.296	124
39		Jeff Frank	Indiana	9	90.0%	.328	.267	124
40		Kari Race	Wisconsin	9	90.0%	.316	.251	124
41		Owen Cooper	Alabama	7	70.0%	.612	.221	123
42		Ramapriya Rangaraju	Kentucky	8	80.0%	.444	.257	123
43		Devon Edwards	New York	9	90.0%	.324	.257	123
44		Michael Olson	Minnesota	10	100.0%	.207	.158	123
45		Christine Irwin	Canada	9	90.0%	.312	.238	122
46		Tyler Berry	Canada	10	100.0%	.197	.211	122
47		Charlie Fritz	Illinois	9	90.0%	.298	.216	121
48		Jack Wolverton	Missouri	10	100.0%	.192	.238	121
49		Nicholas Harrison	Canada	10	100.0%	.184	.213	121
50		Joey Goldman	United Kingdom	10	100.0%	.182	.246	121
51		Seoan Webb	United Kingdom	10	100.0%	.195	.249	120
52		Andrew Dupont	California	10	100.0%	.177	.221	120
53		John Presloid	Ohio	9	90.0%	.280	.180	119
54		Elisabeth Evan	Ohio	9	90.0%	.280	.247	119
55		Jason Hess	Texas	9	90.0%	.276	.171	119
56		William Travis	Texas	9	90.0%	.274	.284	119
57		Daniel White	Washington	10	100.0%	.166	.245	119
58		John Riss	Illinois	9	90.0%	.288	.206	118
59		Jack Van Nostrand	Canada	9	90.0%	.269	.308	118
60		Joseph Langas	Texas	9	90.0%	.267	.217	117
61		Gail Celio	Minnesota	9	90.0%	.258	.267	117
62		Candy Murphy	Virginia	10	100.0%	.162	.197	117
63		Jonathan Pinyan	New Jersey	8	80.0%	.370	.243	116
64		Dan Puma	Illinois	9	90.0%	.265	.199	116
65		Deleena Simon	Michigan	9	90.0%	.246	.228	116
66		Jacob O'Rourke	Missouri	9	90.0%	.244	.202	116
67		Matthew LaMagna	Virginia	10	100.0%	.144	.185	116
68		Bobb X. Ha	Texas	8	80.0%	.379	.258	115
69		Talia Fan	Canada	8	80.0%	.373	.254	115
70		Scott Aefsky	Massachusetts	9	90.0%	.253	.219	115
71		Janice Paton	Massachusetts	9	90.0%	.247	.253	115
72		Michael Coates	Idaho	9	90.0%	.244	.253	115
73		Matthew Askins	Arizona	9	90.0%	.228	.227	115
74		Scott Oberstaedt	Virginia	10	100.0%	.141	.157	115
75		Lee Henry	Alabama	8	80.0%	.364	.320	114
76		Stephen Liu	California	9	90.0%	.251	.221	114
77		Anu Kashyap	California	9	90.0%	.241	.207	114
78		Ned Tagtmeier	Illinois	8	80.0%	.344	.271	113
79		Erik Christensen	Canada	9	90.0%	.252	.172	113
80		Ryan Rosenberg	California	9	90.0%	.226	.234	113
81		John Petrovich	Indiana	9	90.0%	.218	.235	113
82		Matt Rossitch	Georgia	9	90.0%	.213	.221	113
83		Ozzie Fallick	California	10	100.0%	.123	.216	113
84		Daniel Fullard	United Kingdom	10	100.0%	.116	.189	113
85		Radu Popescu	Canada	8	80.0%	.345	.272	112
86		David Kiang	Illinois	9	90.0%	.235	.159	112
87		Michael Kettler	Ohio	9	90.0%	.214	.235	112
88		Darrell Johnson	Arizona	8	80.0%	.340	.226	111
89		Harry White	Virginia	9	90.0%	.233	.195	111
90		Stan Jastrzebski	Indiana	9	90.0%	.220	.266	111
91		Alex Schmidt	Pennsylvania	9	90.0%	.215	.256	111
92		Clifford Galiher	California	8	80.0%	.327	.266	110
93		Tristan Clarke	Arizona	8	80.0%	.319	.274	110
94		Kenji Shimizu	Michigan	9	90.0%	.209	.205	110
95		Chris Becker	Maryland	9	90.0%	.198	.201	110
96		Jenna Hull	California	9	90.0%	.193	.189	110
97		Jimmy Li	California	8	80.0%	.320	.230	109
98		Gerry Tansey	Missouri	9	90.0%	.195	.185	109
99		Seth Rosenkrans	Pennsylvania	9	90.0%	.183	.223	109
100		Tucker Warner	New York	8	80.0%	.318	.156	108
101		Paul Campbell	California	9	90.0%	.189	.210	108
102		Robert Kilner	Ohio	9	90.0%	.177	.224	108
103		JinAh Kim	Virginia	8	80.0%	.288	.295	107
104		Cari Milowicki	Ohio	8	80.0%	.282	.274	107
105		Katie Bauermeister	California	8	80.0%	.281	.281	107
106		Ryan Hemmel	California	9	90.0%	.189	.204	107
107		Andrew Fisher	United Kingdom	9	90.0%	.184	.240	107
108		Jesse Tow	Illinois	8	80.0%	.277	.222	106
109		Quinn McGarry	Missouri	8	80.0%	.274	.237	106
110		Darren Petrosino	New Jersey	8	80.0%	.271	.267	106
111		Max Smiley	California	7	70.0%	.414	.245	105
112		Kevin Lei	Canada	8	80.0%	.278	.169	105
113		Matt Smania	Michigan	8	80.0%	.275	.254	105
114		Gary Foote	Maryland	9	90.0%	.133	.201	104
115		Alex Paskevicius	Canada	8	80.0%	.253	.269	103
116		Karsten Wallace	Alabama	9	90.0%	.144	.186	103
117		Mike Myers	California	9	90.0%	.137	.182	103
118		Gary Morris	New York	7	70.0%	.384	.233	102
119		Mike Malloy	Wisconsin	7	70.0%	.379	.281	102
120		Brian Lipinski	District of Columbia	8	80.0%	.250	.202	102
121		Erik Eide	Canada	8	80.0%	.244	.234	102
122		Michael McPartland	United Kingdom	8	80.0%	.236	.257	102
123		Dan Passner	New Jersey	8	80.0%	.235	.215	102
124		William Marshall	Alabama	7	70.0%	.372	.280	101
125		Kent Buxton	Maryland	8	80.0%	.241	.203	101
126		Kaberi Chakrabarty	Illinois	8	80.0%	.233	.228	101
127		Jack Garrison	Ohio	8	80.0%	.224	.260	101
128		Christian Wilson	New York	7	70.0%	.368	.261	100
129		Gwen Abrams	Nevada	8	80.0%	.217	.224	100
130		Michael Bentley	Washington	8	80.0%	.212	.240	100
131		Michael Arjona	Georgia	9	90.0%	.114	.195	100
132		Randall Eng	New York	8	80.0%	.220	.190	99
133		Kendall Plapp	New York	8	80.0%	.213	.230	99
134		Eric Douglass	South Carolina	8	80.0%	.202	.143	98
135		Patrick Carthy	Europe	8	80.0%	.209	.170	97
136		Ryan Luptak	Illinois	8	80.0%	.200	.203	97
137		Theo Howe	United Kingdom	8	80.0%	.187	.227	97
138		John Brock	Massachusetts	8	80.0%	.181	.244	97
139		Jeremy Tsai	New Jersey	8	80.0%	.180	.253	97
140		Ali Filipowicz	Virginia	7	70.0%	.320	.230	96
141		Lawrence Simon	New York	7	70.0%	.316	.259	96
142		Trey Andrusky	Pennsylvania	7	70.0%	.308	.261	96
143		Simon Sweeney	Pennsylvania	8	80.0%	.182	.224	96
144		Rachael Peters	Michigan	8	80.0%	.173	.238	96
145		Nathan Aderhold	Colorado	8	80.0%	.172	.248	96
146		David Edwards	Illinois	7	70.0%	.304	.258	95
147		Greg Garbee	Florida	7	70.0%	.299	.241	95
148		Nick Matchen	Illinois	8	80.0%	.184	.172	95
149		Brian Hamilton	Oregon	8	80.0%	.181	.211	95
150		Jessica Fleischer	Illinois	8	80.0%	.166	.186	95
151		Elizabeth Chang	Washington	8	80.0%	.166	.250	95
152		Kyle Morehouse	Connecticut	9	90.0%	.043	.192	95
153		Benjamin Livingston	Minnesota	7	70.0%	.309	.262	94
154		Nate Muckley	Illinois	7	70.0%	.296	.252	94
155		Kenneth Martin	Illinois	7	70.0%	.280	.285	94
156		Kevin McCabe	Colorado	7	70.0%	.275	.275	94
157		Thomas Credeur	Louisiana	8	80.0%	.154	.216	94
158		Andrew Fanko	United Kingdom	8	80.0%	.152	.212	94
159		Ben Smith	Canada	8	80.0%	.151	.180	94
160		Alec Chao	District of Columbia	8	80.0%	.151	.222	94
161		Daniel DeFelippis	Europe	8	80.0%	.149	.178	94
162		Will Swygart	United Kingdom	7	70.0%	.301	.225	93
163		Erik Nickels	California	7	70.0%	.296	.199	93
164		Jessie Cubilla	Canada	7	70.0%	.295	.209	93
165		Spencer Thrope	Middle East	7	70.0%	.290	.210	93
166		Paolo Pasco	California	8	80.0%	.158	.237	93
167		Brian Morehouse	Connecticut	8	80.0%	.150	.171	93
168		Victor Pavao	Massachusetts	8	80.0%	.144	.147	93
169		Alexander Bandukwala	Illinois	8	80.0%	.134	.197	93
170		Pranav Veluri	Indiana	6	60.0%	.442	.256	92
171		Kelly Rabin	Washington	7	70.0%	.280	.240	92
172		Jonathan Hunter	Florida	7	70.0%	.251	.250	92
173		Hidehiro Anto	California	8	80.0%	.149	.129	92
174		Will Howells	United Kingdom	8	80.0%	.145	.173	92
175		Zane Placie	Georgia	8	80.0%	.143	.179	92
176		Stephanie Perkins	Missouri	7	70.0%	.246	.260	91
177		Sarah Whisenhunt	Virginia	8	80.0%	.138	.218	91
178		Mindy Wong	New York	8	80.0%	.125	.134	91
179		Matthew Marcus	Oregon	8	80.0%	.124	.127	91
180		Andrew Medlin	Louisiana	8	80.0%	.119	.138	91
181		Akosua Asante	Canada	7	70.0%	.255	.176	90
182		Alex Dzurick	Missouri	7	70.0%	.241	.284	90
183		Matthew Hart	Minnesota	8	80.0%	.120	.178	90
184		Gregory Berman	Illinois	8	80.0%	.114	.222	90
185		Finn Bender	Wisconsin	6	60.0%	.379	.255	88
186		Kane Keller	Louisiana	7	70.0%	.211	.276	88
187		Arlo Lyle	Arkansas	8	80.0%	.111	.139	88
188		Rudra Ranganathan	Massachusetts	8	80.0%	.088	.116	88
189		Naveed Chowdhury	California	7	70.0%	.239	.187	87
190		Omar Sajjad	California	7	70.0%	.215	.182	87
191		Jason Lai	New York	7	70.0%	.209	.197	87
192		Andrew Foerster	North Carolina	7	70.0%	.215	.160	86
193		Matt Sandler	Pennsylvania	8	80.0%	.073	.105	86
194		Riley Blair	Missouri	6	60.0%	.356	.256	85
195		David Cruickshank	United Kingdom	7	70.0%	.189	.168	85
196		James Washick	South Carolina	6	60.0%	.333	.279	84
197		Joshua Grischow	Ohio	7	70.0%	.199	.186	84
198		Mazin Omer	Massachusetts	7	70.0%	.194	.199	84
199		Lars Melton	Virginia	7	70.0%	.183	.199	84
200		Paul Villaluz	Nevada	7	70.0%	.179	.252	84
201		Brynn Jones	Alabama	7	70.0%	.175	.239	84
202		Mya Kelly	Kentucky	6	60.0%	.331	.251	83
203		Aiden Benshimol	Massachusetts	7	70.0%	.182	.238	83
204		Stacy Bridgette	West Virginia	7	70.0%	.169	.255	83
205		Nathan Hamer	United Kingdom	7	70.0%	.162	.196	83
206		Kai Tang	Illinois	6	60.0%	.313	.260	82
207		Siddarth Kumar	Indiana	6	60.0%	.313	.242	82
208		Raul Passement	Texas	6	60.0%	.309	.293	82
209		Tracey Hickman	Oklahoma	6	60.0%	.293	.254	82
210		Matthew Grieco	New York	7	70.0%	.161	.141	82
211		Trevor Greissinger	Wisconsin	7	70.0%	.153	.195	81
212		James Carberry	Louisiana	7	70.0%	.147	.133	81
213		Parth Jagtap	Canada	6	60.0%	.297	.231	80
214		Shauna McNally	Canada	6	60.0%	.288	.271	80
215		Siddharth Hariharan	Maryland	7	70.0%	.136	.217	80
216		Henry Blyth	Ohio	6	60.0%	.289	.269	79
217		Ashwath Seetharaman	Texas	6	60.0%	.277	.283	79
218		Anthony DiCarlo	California	6	60.0%	.276	.235	79
219		Rikiya Cheaves	Florida	6	60.0%	.273	.231	79
220		Amogh Kulkarni	Illinois	6	60.0%	.283	.178	78
221		Michael Joy	Michigan	6	60.0%	.242	.244	77
222		Carl Tjo	California	6	60.0%	.234	.311	77
223		Mike McGraw	Pennsylvania	5	50.0%	.443	.274	76
224		Kenny Peskin	Virginia	6	60.0%	.238	.238	76
225		Chuck Yu	Maryland	6	60.0%	.230	.219	76
226		Jonathan Hugendubler	Maryland	7	70.0%	.082	.124	76
227		Stephen Morrison	Michigan	5	50.0%	.408	.286	75
228		Robert Diethrich	Texas	6	60.0%	.223	.240	75
229		Madeline Painter	Illinois	6	60.0%	.216	.185	75
230		Dana Thurmond	Florida	6	60.0%	.212	.188	75
231		Andrey Goder	California	7	70.0%	.071	.201	75
232		Delano Barnes	Texas	6	60.0%	.235	.172	74
233		Andrew Almas	Canada	6	60.0%	.209	.193	74
234		Brad Williams	Wisconsin	6	60.0%	.201	.218	74
235		Seth Moland-Kovash	Illinois	7	70.0%	.056	.179	74
236		George Atendido	Minnesota	5	50.0%	.392	.245	73
237		Adam Sapa	Canada	6	60.0%	.186	.218	73
238		Kasper Statz	Florida	7	70.0%	.052	.252	73
239		Chauncey Lo	California	5	50.0%	.376	.199	72
240		Mick Reinhard	Pennsylvania	6	60.0%	.183	.169	72
241		Douglas Wilham	Kentucky	6	60.0%	.183	.200	72
242		Christopher Parsons	Washington	6	60.0%	.170	.220	72
243		Deb Wells	Pennsylvania	6	60.0%	.177	.175	71
244		John Kocsis	Virginia	6	60.0%	.174	.206	71
245		David Snoddon	Canada	6	60.0%	.161	.205	71
246		Lauren Cusitello	California	6	60.0%	.160	.194	71
247		Aaron Lichtig	Maryland	6	60.0%	.161	.133	70
248		Sheldon Wong	Illinois	6	60.0%	.161	.201	70
249		James Denning	Ohio	6	60.0%	.158	.249	70
250		Abel Gilsing	Europe	7	70.0%	.004	.065	70
251		Aaron Bola	New York	5	50.0%	.308	.249	68
252		Daniel Chung	California	5	50.0%	.302	.283	68
253		Joshua Levit	Massachusetts	6	60.0%	.148	.122	68
254		James E. Lasker	Texas	5	50.0%	.316	.306	67
255		Emily Fletcher	Texas	5	50.0%	.311	.237	67
256		Amory Kaufman	Minnesota	6	60.0%	.125	.135	67
257		Natalie Schermer	Washington	5	50.0%	.263	.231	66
258		Nora Denning	Ohio	5	50.0%	.257	.212	65
259		Mike Boone	Ohio	5	50.0%	.254	.217	65
260		Jenn Tulo	Virginia	6	60.0%	.088	.132	65
261		Losha Ndemeno-Tegomoh	Minnesota	5	50.0%	.222	.196	62
262		Owen McCoy	Illinois	5	50.0%	.215	.224	62
263		Guan Tong Tay	Asia	6	60.0%	.040	.053	61
264		Louis Johnson	Alabama	4	40.0%	.419	.266	60
265		Haley Gambrell	South Carolina	5	50.0%	.182	.167	60
266		Matthew Hoffer-Hawlik	New York	5	50.0%	.172	.277	60
267		Max Woghiren	Canada	5	50.0%	.169	.204	60
268		Danielle Long	Illinois	5	50.0%	.161	.259	60
269		Mary Foley	Arizona	5	50.0%	.169	.240	59
270		Josh Hill	Arkansas	5	50.0%	.164	.157	58
271		Ewan Munro	Australia & Oceania	5	50.0%	.153	.277	58
272		Ipsita Bhattacharya	Georgia	4	40.0%	.330	.216	57
273		Brock Stephenson	Canada	4	40.0%	.286	.240	54
274		Ross Ferguson	South Carolina	5	50.0%	.097	.216	54
275		Dmitriy Zakharov	District of Columbia	4	40.0%	.214	.179	50
276		Padraig Finan	Washington	4	40.0%	.192	.200	48
277		Dan Ni	New York	4	40.0%	.145	.132	46
278		Myron Meyer	South Dakota	4	40.0%	.123	.248	46
279		Chris McDonald	Florida	4	40.0%	.106	.077	44
280		Jordan Brownstein	Virginia	4	40.0%	.091	.239	42
281		Chris Morin	New York	3	30.0%	.166	.230	35
282		Sharon Kells	Illinois	3	30.0%	.098	.098	33
283		Susan Corbus	Illinois	2	20.0%	.422	.185	30
284		Christopher Harris	Texas	2	20.0%	.081	.167	22

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.