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2023 Popular Culture Week 18

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%	.401	.120	149
2		Benjamin Kitchen	Colorado	10	100.0%	.385	.192	147
3		Jason Hess	Texas	10	100.0%	.360	.274	144
4		Derek Martz	Illinois	9	90.0%	.487	.211	143
5		Seoan Webb	United Kingdom	10	100.0%	.350	.200	141
6		Jason Serrano	New York	9	90.0%	.459	.242	139
7		Scott Latchem	California	10	100.0%	.320	.250	138
8		Matthew Marcotte	California	10	100.0%	.315	.229	138
9		Charlie Fritz	Illinois	9	90.0%	.443	.205	137
10		Ryan Milowicki	Connecticut	10	100.0%	.322	.189	137
11		Ramapriya Rangaraju	Kentucky	10	100.0%	.311	.222	136
12		Tucker Warner	New York	10	100.0%	.308	.263	135
13		Jason Sterlacci	New Jersey	10	100.0%	.298	.208	134
14		Theo Howe	United Kingdom	10	100.0%	.290	.259	134
15		Akosua Asante	Canada	9	90.0%	.398	.296	133
16		Lauren Manton	Ohio	10	100.0%	.283	.203	133
17		Daniel Feitel	District of Columbia	9	90.0%	.393	.295	132
18		Kenji Shimizu	Michigan	10	100.0%	.275	.189	132
19		Christine Irwin	Canada	10	100.0%	.266	.204	131
20		Anthony Peek	Louisiana	10	100.0%	.273	.210	130
21		Matthew LaMagna	Virginia	10	100.0%	.264	.209	130
22		Greg Peterson	Illinois	9	90.0%	.368	.184	128
23		Michael Patison	Texas	9	90.0%	.360	.219	128
24		Jack Brounstein	Texas	9	90.0%	.358	.242	128
25		Drew Scheeler	Ohio	10	100.0%	.247	.212	128
26		Deleena Simon	Michigan	9	90.0%	.356	.280	127
27		Tim Crockett	Washington	9	90.0%	.352	.268	127
28		Chris Abrams	Nevada	9	90.0%	.351	.211	127
29		Daniel Jude	California	10	100.0%	.237	.256	127
30		Chris Ottolino	Missouri	9	90.0%	.342	.290	126
31		Rahul Rao-Pothuraju	New York	9	90.0%	.342	.161	125
32		Jeff Frank	Indiana	9	90.0%	.331	.257	124
33		William Marshall	Alabama	9	90.0%	.323	.231	124
34		Pranav Veluri	Indiana	9	90.0%	.321	.222	124
35		Finn Bender	Wisconsin	9	90.0%	.321	.278	124
36		Chris Miller	Kentucky	8	80.0%	.448	.205	123
37		Ryan Manton	Ohio	10	100.0%	.210	.140	123
38		Michael McPartland	United Kingdom	9	90.0%	.303	.206	122
39		Andrew Fisher	United Kingdom	10	100.0%	.214	.179	122
40		Mazin Omer	Massachusetts	10	100.0%	.201	.164	122
41		Will Swygart	United Kingdom	8	80.0%	.420	.221	121
42		Craig Moysey	Canada	9	90.0%	.310	.256	121
43		Kari Race	Wisconsin	8	80.0%	.423	.302	120
44		Jack Rousseau	California	8	80.0%	.417	.237	120
45		Stephen Morrison	Michigan	9	90.0%	.298	.209	120
46		Sean Calhoun	Iowa	9	90.0%	.295	.251	120
47		Devon Edwards	New York	9	90.0%	.283	.227	120
48		Jeremy Tsai	New Jersey	10	100.0%	.169	.227	120
49		James Dowd	Hawaii	9	90.0%	.293	.201	119
50		Lawrence Simon	New York	9	90.0%	.280	.247	119
51		Steven Brown	Virginia	8	80.0%	.393	.284	118
52		Tom Minard	Canada	10	100.0%	.163	.235	118
53		Gerry Tansey	Missouri	8	80.0%	.389	.239	117
54		Janice Paton	Massachusetts	9	90.0%	.269	.135	117
55		Josh Walker	Ohio	8	80.0%	.391	.305	116
56		Oliver Forrest	United Kingdom	9	90.0%	.259	.226	116
57		Dan Passner	New Jersey	9	90.0%	.247	.263	116
58		McKinnie Lee Sizemore	Florida	8	80.0%	.375	.268	115
59		Brian Lipinski	District of Columbia	9	90.0%	.255	.271	115
60		Jordan Brownstein	Virginia	9	90.0%	.245	.216	115
61		Lee Henry	Alabama	9	90.0%	.245	.219	115
62		Nate Kane	Arizona	9	90.0%	.233	.232	115
63		Julian Saddy	Canada	9	90.0%	.237	.264	114
64		Alex Dzurick	Missouri	9	90.0%	.233	.230	114
65		Adam Escandell	Texas	8	80.0%	.357	.296	113
66		Lynn Yu	California	8	80.0%	.336	.335	113
67		Harley Andrew	Wisconsin	9	90.0%	.232	.177	113
68		Robert Kilner	Ohio	9	90.0%	.231	.183	113
69		Tomás Aguilar-Fraga	California	9	90.0%	.229	.222	113
70		Matthew Stern	Alabama	10	100.0%	.128	.211	113
71		Chris Becker	Maryland	8	80.0%	.351	.266	112
72		Alex Schmidt	Pennsylvania	8	80.0%	.347	.204	112
73		Joey Goldman	United Kingdom	8	80.0%	.341	.229	112
74		Shannon Jamison	Virginia	9	90.0%	.231	.238	112
75		Kendall Plapp	New York	9	90.0%	.203	.216	112
76		Talia Fan	Canada	8	80.0%	.351	.224	111
77		Zoe Kaperonis	New York	8	80.0%	.343	.234	111
78		Spencer Thrope	Middle East	8	80.0%	.332	.236	111
79		Michael Olson	Minnesota	9	90.0%	.211	.231	111
80		Elisabeth Evan	Ohio	9	90.0%	.210	.148	111
81		Steve Bahnaman	North Carolina	9	90.0%	.201	.223	111
82		Will Howells	United Kingdom	9	90.0%	.197	.239	111
83		Alec Chao	District of Columbia	9	90.0%	.201	.164	110
84		Jonathan Pinyan	New Jersey	9	90.0%	.195	.184	110
85		Frank Grabowski	Pennsylvania	9	90.0%	.186	.260	110
86		Elizabeth Chang	Washington	7	70.0%	.459	.307	109
87		Stan Jastrzebski	Indiana	8	80.0%	.327	.274	109
88		Joshua Levit	Massachusetts	8	80.0%	.318	.274	109
89		Daniel Chung	California	8	80.0%	.317	.237	109
90		Jimmy Li	California	9	90.0%	.210	.172	109
91		Kane Keller	Louisiana	9	90.0%	.193	.214	109
92		Carlos Hernandez Fisher	Canada	7	70.0%	.451	.252	108
93		William Travis	Texas	8	80.0%	.306	.179	108
94		Michael Bentley	Washington	8	80.0%	.292	.269	108
95		Brynn Jones	Alabama	9	90.0%	.190	.214	108
96		Aaron Dos Remedios	Canada	9	90.0%	.173	.178	108
97		Evan Nagler	New York	8	80.0%	.303	.227	107
98		Ryan Rosenberg	California	8	80.0%	.301	.279	107
99		Matt Coleman	Washington	8	80.0%	.299	.207	107
100		Stephen Liu	California	8	80.0%	.285	.225	107
101		Paul Campbell	California	9	90.0%	.166	.131	106
102		Kyle Kahan	California	8	80.0%	.287	.248	105
103		Henry Blyth	Ohio	8	80.0%	.268	.195	105
104		James Washick	South Carolina	8	80.0%	.259	.218	105
105		John Lance	Colorado	9	90.0%	.167	.129	105
106		Clifford Galiher	California	7	70.0%	.414	.254	104
107		Radu Popescu	Canada	8	80.0%	.257	.208	104
108		Lauren Cusitello	California	8	80.0%	.252	.254	104
109		Haley Gambrell	South Carolina	8	80.0%	.251	.289	104
110		Nicholas Harrison	Canada	9	90.0%	.142	.228	104
111		Mick Reinhard	Pennsylvania	7	70.0%	.395	.270	103
112		Candy Murphy	Virginia	7	70.0%	.382	.274	103
113		Henry Cafaro	Illinois	7	70.0%	.389	.232	102
114		Joseph Langas	Texas	9	90.0%	.133	.126	102
115		John Riss	Illinois	7	70.0%	.370	.267	101
116		Erik Eide	Canada	7	70.0%	.367	.230	101
117		Amogh Kulkarni	Illinois	8	80.0%	.249	.187	101
118		Sarah Whisenhunt	Virginia	8	80.0%	.236	.250	101
119		Scott Aefsky	Massachusetts	8	80.0%	.234	.179	101
120		Adam Sapa	Canada	8	80.0%	.233	.279	101
121		Jason Palmer	Ohio	7	70.0%	.381	.205	100
122		Michael Kettler	Ohio	8	80.0%	.230	.214	100
123		Mike Malloy	Wisconsin	8	80.0%	.230	.234	100
124		Kenneth Martin	Illinois	8	80.0%	.200	.230	100
125		Jessie Cubilla	Canada	8	80.0%	.230	.225	99
126		Jack Wolverton	Missouri	8	80.0%	.220	.205	99
127		Reesa Wiggins	Wisconsin	8	80.0%	.217	.297	99
128		Rachael Peters	Michigan	8	80.0%	.203	.209	99
129		Jessica Fleischer	Illinois	8	80.0%	.195	.157	99
130		John Kocsis	Virginia	9	90.0%	.113	.101	99
131		Danny Lardner	United Kingdom	7	70.0%	.349	.277	98
132		Matthew Grieco	New York	7	70.0%	.328	.292	98
133		Dawson Owens	Ohio	8	80.0%	.209	.180	98
134		Amy Whitelaw	Virginia	8	80.0%	.201	.182	98
135		Patrick Carthy	Europe	8	80.0%	.199	.171	98
136		Ryan Luptak	Illinois	7	70.0%	.338	.262	97
137		Randall Eng	New York	7	70.0%	.335	.218	97
138		JinAh Kim	Virginia	7	70.0%	.331	.305	97
139		Eric Douglass	South Carolina	7	70.0%	.323	.267	97
140		Jacob O'Rourke	Missouri	8	80.0%	.209	.186	97
141		Alex Paskevicius	Canada	9	90.0%	.078	.088	97
142		Andrew Dupont	California	7	70.0%	.316	.215	96
143		Gail Celio	Minnesota	8	80.0%	.192	.229	96
144		Max Smiley	California	7	70.0%	.318	.225	95
145		Tyler Berry	Canada	7	70.0%	.309	.205	95
146		John Presloid	Ohio	7	70.0%	.308	.185	95
147		Kenny Peskin	Virginia	7	70.0%	.306	.255	95
148		Andrew Fanko	United Kingdom	8	80.0%	.181	.127	95
149		Michael Turner	South Carolina	7	70.0%	.302	.225	94
150		Owen Cooper	Alabama	7	70.0%	.285	.319	94
151		William Neiswanger	Washington	8	80.0%	.182	.123	94
152		Scott Oberstaedt	Virginia	7	70.0%	.299	.205	93
153		Evan Knox	North Carolina	7	70.0%	.290	.259	93
154		Erik Nickels	California	7	70.0%	.288	.210	93
155		Darrell Johnson	Arizona	7	70.0%	.275	.172	93
156		Connor Teevens	Michigan	8	80.0%	.154	.147	93
157		Andrew Foerster	North Carolina	7	70.0%	.289	.240	92
158		Kevin Lei	Canada	7	70.0%	.282	.176	92
159		Nathan Aderhold	Colorado	7	70.0%	.274	.213	92
160		Jill Heink	Kentucky	7	70.0%	.263	.252	92
161		Parth Jagtap	Canada	6	60.0%	.436	.214	91
162		Paolo Pasco	California	7	70.0%	.266	.263	91
163		James Carberry	Louisiana	7	70.0%	.262	.253	91
164		Mitchell Rimerman	District of Columbia	7	70.0%	.272	.161	90
165		Paul Villaluz	Nevada	7	70.0%	.253	.245	90
166		Matthew Marcus	Oregon	7	70.0%	.252	.290	90
167		Kaberi Chakrabarty	Illinois	7	70.0%	.244	.211	90
168		David Kiang	Illinois	7	70.0%	.226	.150	89
169		Tommy Segi	Ohio	8	80.0%	.107	.135	89
170		Zoe Madonna	Massachusetts	6	60.0%	.406	.282	88
171		Omar Sajjad	California	6	60.0%	.389	.227	88
172		Jenna Hull	California	7	70.0%	.235	.235	88
173		Daniel DeFelippis	Europe	7	70.0%	.211	.242	88
174		Ali Filipowicz	Virginia	6	60.0%	.378	.288	87
175		Ewan Munro	Australia & Oceania	6	60.0%	.374	.253	87
176		Nick Matchen	Illinois	6	60.0%	.363	.291	87
177		Natalie Schermer	Washington	7	70.0%	.223	.208	87
178		Gwen Abrams	Nevada	7	70.0%	.219	.273	87
179		Kasper Statz	Florida	7	70.0%	.217	.128	87
180		Trevor Greissinger	Wisconsin	7	70.0%	.212	.169	87
181		Shauna McNally	Canada	7	70.0%	.210	.233	87
182		Michael Joy	Michigan	7	70.0%	.207	.262	87
183		Erik Christensen	Canada	6	60.0%	.362	.239	86
184		Edward Sanfrey	Ohio	7	70.0%	.193	.255	86
185		Jackson Todd	Georgia	7	70.0%	.187	.198	86
186		Nate Muckley	Illinois	8	80.0%	.083	.144	86
187		Dan Puma	Illinois	6	60.0%	.345	.253	85
188		Sean Doyle	Texas	7	70.0%	.198	.276	85
189		Ryan Hemmel	California	7	70.0%	.193	.186	84
190		Dillon Edwards	Wisconsin	7	70.0%	.188	.141	84
191		Jenn Tulo	Virginia	7	70.0%	.186	.214	84
192		Quinn McGarry	Missouri	7	70.0%	.180	.166	84
193		Michael Arjona	Georgia	8	80.0%	.060	.160	84
194		Jordan Sackmaster	Wisconsin	8	80.0%	.053	.092	84
195		Ashwath Seetharaman	Texas	6	60.0%	.339	.242	83
196		Sarah Benner	Ohio	6	60.0%	.321	.202	83
197		Mike Myers	California	6	60.0%	.319	.229	82
198		Stephanie Perkins	Missouri	6	60.0%	.318	.223	82
199		Brad Williams	Wisconsin	6	60.0%	.302	.225	82
200		Christopher Parsons	Washington	7	70.0%	.159	.154	82
201		Ben Smith	Canada	7	70.0%	.152	.208	82
202		Nathan Hamer	United Kingdom	6	60.0%	.322	.254	81
203		Jesse Tow	Illinois	6	60.0%	.289	.236	80
204		Brian Hamilton	Oregon	6	60.0%	.291	.192	79
205		Ozzie Fallick	California	7	70.0%	.122	.117	79
206		Abel Gilsing	Europe	7	70.0%	.116	.121	78
207		Michael Coates	Idaho	7	70.0%	.114	.134	78
208		Daniel White	Washington	5	50.0%	.442	.294	77
209		George Atendido	Minnesota	6	60.0%	.235	.216	77
210		Myron Meyer	South Dakota	5	50.0%	.441	.296	76
211		Naveed Chowdhury	California	6	60.0%	.251	.230	76
212		Matt Smania	Michigan	6	60.0%	.246	.225	76
213		Jimmy Dunn	Michigan	6	60.0%	.232	.214	76
214		Matthew Askins	Arizona	6	60.0%	.220	.185	76
215		Beth Kromka	Maryland	7	70.0%	.084	.116	76
216		David Cruickshank	United Kingdom	6	60.0%	.247	.199	75
217		Hidehiro Anto	California	6	60.0%	.208	.168	74
218		Mary Foley	Arizona	6	60.0%	.202	.159	74
219		Josh Hill	Arkansas	6	60.0%	.198	.172	73
220		Jason Lai	New York	6	60.0%	.182	.204	73
221		Chuck Yu	Maryland	6	60.0%	.191	.125	72
222		Lars Melton	Virginia	5	50.0%	.345	.253	70
223		James Kang	California	6	60.0%	.157	.211	70
224		Greg Garbee	Florida	6	60.0%	.157	.177	70
225		Anthony DiCarlo	California	6	60.0%	.154	.150	70
226		Darren Petrosino	New Jersey	6	60.0%	.145	.192	70
227		Thomas Credeur	Louisiana	6	60.0%	.130	.137	69
228		John Stewart	Virginia	6	60.0%	.131	.165	68
229		Jonathan Hugendubler	Maryland	6	60.0%	.120	.158	68
230		Michael Shang	Maryland	6	60.0%	.110	.109	68
231		Cody Donahue	Mississippi	6	60.0%	.116	.139	67
232		Alexander Bandukwala	Illinois	6	60.0%	.102	.129	67
233		Carl Voss	Minnesota	5	50.0%	.302	.212	66
234		Benjamin Livingston	Minnesota	5	50.0%	.292	.264	66
235		Christian Wilson	New York	5	50.0%	.274	.318	65
236		Chris Hale	Virginia	5	50.0%	.272	.243	65
237		Stacy Bridgette	West Virginia	5	50.0%	.243	.260	65
238		Ned Tagtmeier	Illinois	5	50.0%	.261	.157	64
239		Arlo Lyle	Arkansas	5	50.0%	.249	.219	64
240		Tristan Clarke	Arizona	5	50.0%	.222	.130	63
241		David Edwards	Illinois	4	40.0%	.480	.261	62
242		John Brock	Massachusetts	5	50.0%	.213	.155	62
243		Losha Ndemeno-Tegomoh	Minnesota	5	50.0%	.209	.176	62
244		Andrew Medlin	Louisiana	5	50.0%	.200	.148	61
245		Delano Barnes	Texas	5	50.0%	.196	.212	61
246		Kelly Rabin	Washington	5	50.0%	.187	.303	61
247		Siddharth Hariharan	Maryland	5	50.0%	.195	.189	60
248		Spencer Brown	Virginia	5	50.0%	.185	.256	59
249		Aaron Lichtig	Maryland	4	40.0%	.320	.237	55
250		James Denning	Ohio	4	40.0%	.316	.250	55
251		Kai Tang	Illinois	4	40.0%	.323	.233	54
252		Andrew Almas	Canada	4	40.0%	.285	.215	54
253		Jonathan Hunter	Florida	4	40.0%	.271	.203	53
254		Justin Dusaj	Michigan	4	40.0%	.254	.284	52
255		Bryan Householder	Ohio	5	50.0%	.054	.057	52
256		Katie Bauermeister	California	4	40.0%	.263	.220	51
257		Harry White	Virginia	4	40.0%	.246	.250	51
258		Brian Morehouse	Connecticut	4	40.0%	.242	.180	51
259		Gary Foote	Maryland	5	50.0%	.006	.011	50
260		Jason Laabs	Minnesota	4	40.0%	.195	.199	48
261		Wesley Erpelding	Minnesota	4	40.0%	.181	.130	48
262		Stephen Ours	Virginia	4	40.0%	.179	.136	48
263		Raul Passement	Texas	4	40.0%	.165	.179	48
264		Joe Nutter	Georgia	4	40.0%	.175	.116	47
265		Brock Stephenson	Canada	4	40.0%	.157	.118	47
266		Zane Placie	Georgia	4	40.0%	.155	.159	47
267		Victor Pavao	Massachusetts	4	40.0%	.148	.298	47
268		Ross Ferguson	South Carolina	4	40.0%	.147	.103	45
269		Emily Fletcher	Texas	4	40.0%	.132	.172	45
270		Andrey Goder	California	4	40.0%	.121	.099	45
271		Douglas Wilham	Kentucky	4	40.0%	.097	.072	44
272		Sheldon Wong	Illinois	4	40.0%	.083	.090	44
273		Louis Johnson	Alabama	3	30.0%	.294	.193	40
274		Violet Hundt	Wisconsin	3	30.0%	.292	.213	39
275		Jessica Chellino	Florida	3	30.0%	.276	.134	39
276		Susan Corbus	Illinois	3	30.0%	.254	.241	39
277		Dan Ni	New York	3	30.0%	.248	.125	38
278		Cameron Williams	North Carolina	3	30.0%	.184	.134	35
279		Saahir Narang	Texas	3	30.0%	.182	.238	35
280		Theodore Young	Kansas	3	30.0%	.144	.128	35
281		Kevin McCabe	Colorado	3	30.0%	.141	.092	34
282		Madeline Painter	Illinois	2	20.0%	.289	.118	27
283		Danielle Long	Illinois	2	20.0%	.219	.119	25
284		Shao-Yun Guo	Illinois	2	20.0%	.194	.136	24
285		David Snoddon	Canada	2	20.0%	.077	.090	22
286		Guan Tong Tay	Asia	1	10.0%	.000	.382	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.