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2023 Popular Culture Week 36

Standings

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#	Awards	Player	Region	# Correct	% Correct	Average Correct Celerity	Std. Dev. Celerity	Score
1		Ramapriya Rangaraju	Kentucky	10	100.0%	.535	.195	166
2		Drew Scheeler	Ohio	10	100.0%	.513	.235	161
3		Ryan Milowicki	Connecticut	10	100.0%	.502	.249	159
4		Alex Schmidt	Pennsylvania	10	100.0%	.495	.234	159
5		Jason Sterlacci	New Jersey	10	100.0%	.474	.223	157
6		Benjamin Kitchen	Colorado	10	100.0%	.462	.279	155
7		Chris Ottolino	Missouri	10	100.0%	.460	.196	155
8		Tucker Warner	New York	10	100.0%	.453	.228	153
9		Scott Latchem	California	10	100.0%	.408	.314	150
10		Theo Howe	United Kingdom	10	100.0%	.413	.281	149
11		Jason Serrano	New York	10	100.0%	.395	.239	148
12		Chris Miller	Kentucky	9	90.0%	.523	.250	147
13		Jason Hess	Texas	10	100.0%	.396	.278	147
14		McKinnie Lee Sizemore	Florida	9	90.0%	.525	.241	146
15		Matthew Marcotte	California	10	100.0%	.397	.278	146
16		Steven Brown	Virginia	10	100.0%	.382	.311	146
17		Jack Wolverton	Missouri	10	100.0%	.374	.258	145
18		Dan Puma	Illinois	10	100.0%	.370	.252	144
19		Daniel Chung	California	10	100.0%	.359	.269	143
20		Andy Kravis	New York	10	100.0%	.358	.231	143
21		Erik Christensen	Canada	10	100.0%	.348	.281	141
22		Myron Meyer	South Dakota	9	90.0%	.450	.189	138
23		Jason Palmer	Ohio	9	90.0%	.439	.289	138
24		Clifford Galiher	California	10	100.0%	.339	.234	138
25		Mark Morris	Alabama	10	100.0%	.318	.266	138
26		Max Smiley	California	9	90.0%	.441	.302	137
27		Radu Popescu	Canada	9	90.0%	.435	.253	137
28		Ewan Munro	Australia & Oceania	10	100.0%	.322	.318	137
29		Steve Bahnaman	North Carolina	9	90.0%	.433	.214	136
30		Elisabeth Evan	Ohio	9	90.0%	.416	.171	136
31		Andrew Dupont	California	10	100.0%	.308	.239	136
32		Tracey Hickman	Oklahoma	9	90.0%	.424	.198	134
33		Harley Andrew	Wisconsin	9	90.0%	.400	.240	134
34		Matt Coleman	Washington	10	100.0%	.306	.235	134
35		Tom Minard	Canada	10	100.0%	.283	.241	134
36		Michael Patison	Texas	9	90.0%	.408	.305	133
37		Daniel Feitel	District of Columbia	9	90.0%	.403	.299	133
38		Jack Van Nostrand	Canada	9	90.0%	.400	.219	133
39		Nick Matchen	Illinois	10	100.0%	.289	.304	133
40		Josh Walker	Ohio	10	100.0%	.282	.258	132
41		Seoan Webb	United Kingdom	10	100.0%	.281	.239	132
42		Jenna Hull	California	10	100.0%	.279	.248	132
43		Alec Chao	District of Columbia	10	100.0%	.278	.249	132
44		Shannon Jamison	Virginia	10	100.0%	.269	.275	131
45		Akosua Asante	Canada	10	100.0%	.267	.313	131
46		Nate Muckley	Illinois	10	100.0%	.263	.250	131
47		Mike Malloy	Wisconsin	9	90.0%	.385	.235	130
48		Rahul Rao-Pothuraju	New York	9	90.0%	.377	.238	130
49		Aaron Dos Remedios	Canada	9	90.0%	.368	.234	130
50		Stephen Liu	California	9	90.0%	.361	.262	130
51		Erik Eide	Canada	10	100.0%	.280	.201	130
52		James Denning	Ohio	10	100.0%	.273	.244	130
53		Charlie Fritz	Illinois	10	100.0%	.271	.212	130
54		Ryan Rosenberg	California	10	100.0%	.268	.241	130
55		Christine Irwin	Canada	10	100.0%	.253	.211	130
56		Matthew LaMagna	Virginia	9	90.0%	.379	.287	129
57		John Presloid	Ohio	9	90.0%	.366	.263	129
58		Owen Cooper	Alabama	8	80.0%	.493	.255	128
59		Stan Jastrzebski	Indiana	10	100.0%	.257	.232	128
60		David Edwards	Illinois	10	100.0%	.245	.266	128
61		Carlos Hernandez Fisher	Canada	8	80.0%	.492	.227	127
62		Craig Moysey	Canada	9	90.0%	.369	.272	127
63		John Riss	Illinois	9	90.0%	.346	.261	127
64		Dillon Edwards	Wisconsin	10	100.0%	.251	.232	127
65		Joshua Levit	Massachusetts	10	100.0%	.246	.268	127
66		Deleena Simon	Michigan	10	100.0%	.240	.242	127
67		Will Swygart	United Kingdom	10	100.0%	.229	.291	127
68		Jack Rousseau	California	8	80.0%	.477	.220	126
69		Cari Milowicki	Ohio	9	90.0%	.356	.269	126
70		Andy Brown	Illinois	9	90.0%	.351	.137	126
71		Finn Bender	Wisconsin	9	90.0%	.338	.316	126
72		William Travis	Texas	8	80.0%	.476	.279	125
73		Scott Aefsky	Massachusetts	8	80.0%	.466	.189	125
74		Bobb X. Ha	Texas	8	80.0%	.463	.280	125
75		Jesse Tow	Illinois	9	90.0%	.333	.199	125
76		Omar Sajjad	California	8	80.0%	.451	.357	124
77		Daniel Jude	California	9	90.0%	.329	.250	124
78		Mike Myers	California	8	80.0%	.458	.285	123
79		Randall Eng	New York	9	90.0%	.319	.238	123
80		Lee Henry	Alabama	9	90.0%	.318	.210	123
81		Lauren Manton	Ohio	10	100.0%	.212	.133	123
82		Devon Edwards	New York	9	90.0%	.328	.252	122
83		William Neiswanger	Washington	9	90.0%	.312	.302	122
84		Christopher Parsons	Washington	9	90.0%	.310	.233	122
85		Mitchell Rimerman	District of Columbia	8	80.0%	.419	.293	121
86		Adam Sapa	Canada	9	90.0%	.312	.220	121
87		Elizabeth Chang	Washington	9	90.0%	.306	.230	121
88		James Dowd	Hawaii	9	90.0%	.304	.233	121
89		David Kiang	Illinois	9	90.0%	.297	.274	121
90		Chris Abrams	Nevada	9	90.0%	.296	.227	121
91		Justin Dusaj	Michigan	9	90.0%	.288	.298	121
92		John Kocsis	Virginia	8	80.0%	.419	.272	120
93		Lawrence Simon	New York	8	80.0%	.418	.298	120
94		Nora Denning	Ohio	9	90.0%	.297	.250	120
95		Will Howells	United Kingdom	9	90.0%	.295	.278	120
96		Jeff Frank	Indiana	8	80.0%	.418	.212	119
97		Kyle Kahan	California	8	80.0%	.401	.214	119
98		Jessie Cubilla	Canada	9	90.0%	.302	.221	119
99		Tim Crockett	Washington	9	90.0%	.283	.296	119
100		Brian Hamilton	Oregon	9	90.0%	.271	.228	119
101		Rachael Peters	Michigan	10	100.0%	.169	.213	119
102		Stephen Morrison	Michigan	8	80.0%	.399	.283	118
103		Patrick Carthy	Europe	9	90.0%	.277	.221	118
104		Gerry Tansey	Missouri	9	90.0%	.272	.245	117
105		Ben Smith	Canada	10	100.0%	.167	.214	117
106		Mick Reinhard	Pennsylvania	8	80.0%	.373	.315	116
107		Ashwath Seetharaman	Texas	8	80.0%	.369	.259	116
108		Paul Campbell	California	10	100.0%	.160	.104	116
109		Kenji Shimizu	Michigan	9	90.0%	.260	.260	115
110		Kevin Lei	Canada	9	90.0%	.257	.188	115
111		Michael McPartland	United Kingdom	9	90.0%	.255	.281	115
112		Michael Turner	South Carolina	9	90.0%	.249	.260	115
113		Darren Petrosino	New Jersey	9	90.0%	.246	.263	115
114		Naveed Chowdhury	California	8	80.0%	.353	.220	114
115		Brad Williams	Wisconsin	9	90.0%	.237	.265	114
116		Anthony Peek	Louisiana	8	80.0%	.345	.262	113
117		Connor Teevens	Michigan	8	80.0%	.337	.245	113
118		Eric Douglass	South Carolina	8	80.0%	.354	.279	112
119		Robert Kilner	Ohio	8	80.0%	.347	.313	112
120		William Marshall	Alabama	8	80.0%	.344	.228	112
121		Brock Stephenson	Canada	9	90.0%	.237	.228	112
122		Ali Filipowicz	Virginia	9	90.0%	.231	.206	112
123		Matthew Askins	Arizona	9	90.0%	.230	.208	112
124		Kenny Peskin	Virginia	9	90.0%	.221	.238	112
125		Samuel McCoy	Pennsylvania	9	90.0%	.203	.243	112
126		Stephanie Perkins	Missouri	8	80.0%	.322	.250	111
127		Ryan Hemmel	California	9	90.0%	.234	.230	111
128		Brian Morehouse	Connecticut	9	90.0%	.207	.258	111
129		James Kang	California	9	90.0%	.205	.221	111
130		Russ Hart	New York	10	100.0%	.112	.134	111
131		Jason Lai	New York	10	100.0%	.105	.115	111
132		Derek Martz	Illinois	7	70.0%	.461	.191	110
133		Anthony DiCarlo	California	8	80.0%	.332	.197	110
134		Kane Keller	Louisiana	8	80.0%	.327	.328	110
135		John Lance	Colorado	8	80.0%	.322	.262	110
136		Greg Garbee	Florida	8	80.0%	.312	.284	110
137		Matthew Marcus	Oregon	10	100.0%	.092	.132	110
138		Tristan Clarke	Arizona	8	80.0%	.329	.287	109
139		Brian Lipinski	District of Columbia	8	80.0%	.321	.191	109
140		Adam Escandell	Texas	8	80.0%	.319	.216	109
141		Jimmy Dunn	Michigan	8	80.0%	.313	.279	109
142		John Petrovich	Indiana	8	80.0%	.310	.265	109
143		Tomás Aguilar-Fraga	California	9	90.0%	.213	.169	109
144		Will Johnson	Virginia	9	90.0%	.186	.197	109
145		Darrell Johnson	Arizona	8	80.0%	.323	.231	108
146		Ryan Luptak	Illinois	8	80.0%	.306	.287	108
147		Kaberi Chakrabarty	Illinois	8	80.0%	.294	.273	108
148		Andrew Fanko	United Kingdom	9	90.0%	.177	.270	108
149		Delano Barnes	Texas	9	90.0%	.177	.249	108
150		James Washick	South Carolina	8	80.0%	.305	.265	107
151		Zoe Madonna	Massachusetts	8	80.0%	.294	.178	107
152		Simon Sweeney	Pennsylvania	8	80.0%	.292	.257	107
153		Greg Peterson	Illinois	8	80.0%	.289	.279	107
154		Nicholas Harrison	Canada	9	90.0%	.167	.215	107
155		Kari Race	Wisconsin	7	70.0%	.429	.234	106
156		Gail Celio	Minnesota	7	70.0%	.423	.301	106
157		Michael Olson	Minnesota	8	80.0%	.299	.148	106
158		Michael Bentley	Washington	8	80.0%	.291	.281	106
159		Jill Heink	Kentucky	8	80.0%	.281	.271	106
160		Amy Whitelaw	Virginia	8	80.0%	.281	.276	106
161		Jonathan Hunter	Florida	9	90.0%	.160	.224	106
162		Daniel White	Washington	8	80.0%	.292	.253	105
163		Alex Dzurick	Missouri	8	80.0%	.285	.229	105
164		Suwanna Blakey	Florida	8	80.0%	.276	.243	105
165		Gwen Abrams	Nevada	8	80.0%	.261	.222	105
166		Chauncey Lo	California	9	90.0%	.179	.216	105
167		Joey Goldman	United Kingdom	8	80.0%	.260	.124	104
168		Jonathan Pinyan	New Jersey	8	80.0%	.256	.277	104
169		Henry Blyth	Ohio	8	80.0%	.246	.254	104
170		Jessica Fleischer	Illinois	9	90.0%	.142	.142	104
171		Andrew Medlin	Louisiana	8	80.0%	.261	.241	103
172		Benjamin Livingston	Minnesota	8	80.0%	.248	.255	103
173		Daniel DeFelippis	Europe	8	80.0%	.242	.251	103
174		Frank Grabowski	Pennsylvania	9	90.0%	.149	.245	103
175		Hidehiro Anto	California	8	80.0%	.254	.242	102
176		Andrew Fisher	United Kingdom	8	80.0%	.244	.137	102
177		Dan Passner	New Jersey	8	80.0%	.242	.142	102
178		David Snoddon	Canada	8	80.0%	.241	.328	102
179		Abel Gilsing	Europe	8	80.0%	.233	.287	102
180		Jenn Tulo	Virginia	8	80.0%	.247	.232	101
181		Zoe Kaperonis	New York	8	80.0%	.230	.205	101
182		James Carberry	Louisiana	8	80.0%	.225	.236	101
183		Mazin Omer	Massachusetts	7	70.0%	.383	.244	100
184		Ryan Manton	Ohio	8	80.0%	.224	.227	100
185		Blake Andert	Minnesota	8	80.0%	.220	.278	100
186		Michael Coates	Idaho	8	80.0%	.217	.386	100
187		Parth Jagtap	Canada	7	70.0%	.370	.280	99
188		Michael Kettler	Ohio	7	70.0%	.350	.176	99
189		Sarah Whisenhunt	Virginia	8	80.0%	.230	.132	99
190		Sean Calhoun	Iowa	8	80.0%	.229	.137	99
191		Joseph Langas	Texas	8	80.0%	.220	.204	99
192		Andrew Foerster	North Carolina	8	80.0%	.218	.215	99
193		Jeremy Tsai	New Jersey	7	70.0%	.333	.303	98
194		Henry Cafaro	Illinois	7	70.0%	.331	.284	98
195		Kendall Plapp	New York	8	80.0%	.218	.213	98
196		Arlo Lyle	Arkansas	8	80.0%	.215	.119	98
197		Thomas Credeur	Louisiana	8	80.0%	.202	.252	97
198		Michael Arjona	Georgia	8	80.0%	.197	.239	97
199		Nate Kane	Arizona	8	80.0%	.186	.211	97
200		Scott Oberstaedt	Virginia	7	70.0%	.320	.225	96
201		Paolo Pasco	California	7	70.0%	.314	.252	95
202		Evan Knox	North Carolina	7	70.0%	.300	.224	95
203		David Cruickshank	United Kingdom	8	80.0%	.190	.223	95
204		Spencer Thrope	Middle East	7	70.0%	.290	.271	93
205		Christian Wilson	New York	8	80.0%	.165	.245	93
206		Dibyo Haldar	Asia	8	80.0%	.156	.167	93
207		Natalie Schermer	Washington	8	80.0%	.155	.210	93
208		Jacob O'Rourke	Missouri	7	70.0%	.277	.294	92
209		Jordan Brownstein	Virginia	7	70.0%	.276	.169	91
210		Victor Pavao	Massachusetts	7	70.0%	.272	.256	90
211		Andrew Almas	Canada	7	70.0%	.268	.215	90
212		Harry White	Virginia	7	70.0%	.255	.248	89
213		Amogh Kulkarni	Georgia	7	70.0%	.236	.294	89
214		Stephen Ours	Virginia	7	70.0%	.235	.191	89
215		Kai Tang	Illinois	6	60.0%	.386	.280	88
216		Michael Shang	Maryland	7	70.0%	.234	.305	88
217		Matthew Hart	Minnesota	7	70.0%	.214	.292	88
218		Eric Li	Massachusetts	6	60.0%	.383	.261	87
219		Erik Nickels	California	7	70.0%	.234	.237	87
220		Candy Murphy	Virginia	7	70.0%	.231	.221	87
221		Trevor Greissinger	Wisconsin	7	70.0%	.218	.273	87
222		Michael Joy	Michigan	7	70.0%	.206	.169	87
223		Shauna McNally	Canada	7	70.0%	.198	.178	87
224		Lynn Yu	California	7	70.0%	.211	.222	86
225		Alexander Bandukwala	Illinois	7	70.0%	.211	.270	86
226		Stacy Bridgette	West Virginia	7	70.0%	.203	.192	86
227		Liz Fujita	Michigan	7	70.0%	.198	.289	86
228		Garrison Page	Kentucky	7	70.0%	.211	.189	85
229		Chris Becker	Maryland	7	70.0%	.202	.156	85
230		Matt Smania	Michigan	7	70.0%	.195	.142	85
231		James E. Lasker	Texas	7	70.0%	.185	.127	84
232		Siddharth Hariharan	Maryland	7	70.0%	.181	.215	84
233		Josh Hill	Arkansas	7	70.0%	.174	.272	83
234		Lars Melton	Virginia	7	70.0%	.174	.110	82
235		Jackson Todd	Georgia	7	70.0%	.161	.214	82
236		Tommy Segi	Ohio	7	70.0%	.162	.130	81
237		Talia Fan	Canada	6	60.0%	.280	.290	80
238		Mary Foley	Arizona	7	70.0%	.142	.166	80
239		Ben Dillon	Indiana	6	60.0%	.271	.231	79
240		Danny Lardner	United Kingdom	6	60.0%	.277	.280	78
241		Julian Saddy	Canada	6	60.0%	.271	.230	77
242		Sarah Benner	Ohio	6	60.0%	.264	.306	77
243		Danielle Long	Illinois	6	60.0%	.243	.274	77
244		George Atendido	Minnesota	6	60.0%	.242	.219	77
245		Dawson Owens	Ohio	7	70.0%	.103	.122	77
246		Haley Gambrell	South Carolina	7	70.0%	.103	.089	76
247		Cameron Williams	North Carolina	6	60.0%	.226	.197	75
248		Losha Ndemeno-Tegomoh	Minnesota	7	70.0%	.083	.256	75
249		Spencer Brown	Virginia	6	60.0%	.210	.152	72
250		Quinn McGarry	Missouri	5	50.0%	.318	.259	68
251		Ned Tagtmeier	Illinois	5	50.0%	.305	.259	67
252		Kevin McCabe	Colorado	5	50.0%	.268	.160	65
253		Wesley Erpelding	Minnesota	6	60.0%	.096	.075	65
254		Avery Strangstalien	Wisconsin	5	50.0%	.212	.208	63
255		Chuck Yu	Maryland	5	50.0%	.214	.301	62
256		Bryan Householder	Ohio	6	60.0%	.071	.057	62
257		Brynn Jones	Alabama	5	50.0%	.213	.282	61
258		Andrey Goder	California	6	60.0%	.015	.035	61
259		Tony Chen	Canada	5	50.0%	.194	.125	60
260		Lauren Cusitello	California	4	40.0%	.398	.212	59
261		Tyler Berry	Canada	5	50.0%	.130	.192	56
262		Cody Donahue	Mississippi	4	40.0%	.306	.333	54
263		Sheldon Wong	Illinois	5	50.0%	.085	.306	52
264		Joe Nutter	Georgia	4	40.0%	.242	.278	51
265		Raul Passement	Texas	4	40.0%	.225	.232	50
266		Aaron Lichtig	Maryland	4	40.0%	.153	.096	47
267		Jessica Chellino	Florida	4	40.0%	.148	.079	45
268		Mason Hauptman	Oklahoma	4	40.0%	.114	.073	44
269		Haven Crowl	Oklahoma	4	40.0%	.113	.127	44
270		Susan Corbus	Illinois	4	40.0%	.018	.157	40
271		Kara Lee	Oklahoma	3	30.0%	.214	.370	38
272		Chris Hale	Virginia	3	30.0%	.135	.185	34
273		Amory Kaufman	Minnesota	3	30.0%	.097	.186	32
274		Jason Laabs	Minnesota	3	30.0%	.000	.421	30
275		Violet Hundt	Wisconsin	2	20.0%	.091	.150	21
276		Emily Fletcher	Texas	2	20.0%	.074	.323	21
277		Padraig Finan	Washington	1	10.0%	.026	.267	10
278		Guan Tong Tay	Asia	0	0.0%	-1.000	.008	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.