2023 Popular Culture Week 22

Standings

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#	Player	Region	# Correct	% Correct	Average Correct Celerity	Std. Dev. Celerity	Score
1	Rahul Rao-Pothuraju	New York	10	100.0%	.343	.195	140
2	Charlie Fritz	Illinois	10	100.0%	.286	.206	134
3	Jason Hess	Texas	10	100.0%	.281	.206	132
4	Matthew Marcotte	California	10	100.0%	.260	.171	131
5	Jason Sterlacci	New Jersey	10	100.0%	.252	.165	129
6	Andy Kravis	New York	10	100.0%	.248	.212	129
7	Drew Scheeler	Ohio	9	90.0%	.366	.217	128
8	Jack Brounstein	Texas	9	90.0%	.337	.239	125
9	Clifford Galiher	California	10	100.0%	.222	.156	124
10	Alex Schmidt	Pennsylvania	10	100.0%	.211	.167	124
11	Harley Andrew	Wisconsin	9	90.0%	.325	.243	123
12	Scott Latchem	California	9	90.0%	.318	.275	123
13	Tracey Hickman	Oklahoma	9	90.0%	.311	.216	122
14	Chris Abrams	Nevada	10	100.0%	.208	.148	122
15	Christine Irwin	Canada	10	100.0%	.202	.171	122
16	Aaron Dos Remedios	Canada	10	100.0%	.198	.131	122
17	Ryan Milowicki	Connecticut	9	90.0%	.302	.200	121
18	James Dowd	Hawaii	10	100.0%	.199	.163	121
19	Stan Jastrzebski	Indiana	10	100.0%	.196	.129	121
20	Radu Popescu	Canada	10	100.0%	.196	.175	120
21	Mazin Omer	Massachusetts	9	90.0%	.296	.258	119
22	James Washick	South Carolina	9	90.0%	.293	.222	119
23	Benjamin Kitchen	Colorado	9	90.0%	.291	.172	119
24	Evan Nagler	New York	10	100.0%	.173	.102	118
25	Matthew LaMagna	Virginia	10	100.0%	.165	.131	117
26	Greg Peterson	Illinois	10	100.0%	.164	.124	117
27	Brian Lipinski	District of Columbia	9	90.0%	.250	.251	116
28	Shannon Jamison	Virginia	10	100.0%	.164	.164	116
29	Chris Miller	Kentucky	9	90.0%	.260	.193	115
30	Paolo Pasco	California	9	90.0%	.254	.259	115
31	Edward Sanfrey	Ohio	10	100.0%	.150	.158	115
32	Will Swygart	United Kingdom	10	100.0%	.138	.133	115
33	Henry Blyth	Ohio	9	90.0%	.259	.190	114
34	Jack Rousseau	California	9	90.0%	.237	.206	114
35	Tim Crockett	Washington	10	100.0%	.146	.120	114
36	Finn Bender	Wisconsin	8	80.0%	.345	.250	113
37	Ramapriya Rangaraju	Kentucky	9	90.0%	.250	.194	113
38	Jack Van Nostrand	Canada	9	90.0%	.233	.161	113
39	Nate Muckley	Illinois	9	90.0%	.212	.243	113
40	Dan Puma	Illinois	9	90.0%	.231	.208	112
41	Jeff Frank	Indiana	9	90.0%	.224	.157	112
42	Sean Calhoun	Iowa	9	90.0%	.219	.141	112
43	Akosua Asante	Canada	10	100.0%	.131	.079	112
44	Alec Chao	District of Columbia	9	90.0%	.223	.202	111
45	Jeremy Tsai	New Jersey	9	90.0%	.214	.219	111
46	Andrew Dupont	California	9	90.0%	.210	.206	111
47	Tomás Aguilar-Fraga	California	9	90.0%	.210	.212	111
48	Lynn Yu	California	9	90.0%	.208	.246	111
49	David Kiang	Illinois	9	90.0%	.208	.222	111
50	Matthew Askins	Arizona	8	80.0%	.310	.263	110
51	Kyle Kahan	California	9	90.0%	.220	.179	110
52	Tom Minard	Canada	9	90.0%	.213	.208	110
53	Mike Myers	California	9	90.0%	.205	.199	109
54	Candy Murphy	Virginia	9	90.0%	.202	.193	109
55	McKinnie Lee Sizemore	Florida	9	90.0%	.197	.148	109
56	Lawrence Simon	New York	9	90.0%	.193	.228	109
57	Robert Kilner	Ohio	10	100.0%	.085	.144	109
58	Kari Race	Wisconsin	9	90.0%	.189	.170	108
59	Anthony Peek	Louisiana	9	90.0%	.186	.139	108
60	Jason Palmer	Ohio	9	90.0%	.181	.193	107
61	Jacob O'Rourke	Missouri	9	90.0%	.173	.198	107
62	Gerry Tansey	Missouri	9	90.0%	.176	.162	106
63	Craig Moysey	Canada	9	90.0%	.172	.124	106
64	Adam Escandell	Texas	9	90.0%	.172	.142	106
65	Michael Turner	South Carolina	9	90.0%	.164	.140	106
66	Gail Celio	Minnesota	9	90.0%	.160	.177	106
67	Derek Martz	Illinois	8	80.0%	.288	.224	105
68	Jason Serrano	New York	8	80.0%	.274	.226	105
69	Brad Williams	Wisconsin	8	80.0%	.273	.233	105
70	Carlos Hernandez Fisher	Canada	8	80.0%	.272	.244	105
71	John Lance	Colorado	9	90.0%	.165	.153	105
72	Scott Aefsky	Massachusetts	9	90.0%	.164	.153	105
73	Benjamin Livingston	Minnesota	9	90.0%	.158	.152	105
74	Max Smiley	California	9	90.0%	.145	.224	105
75	Bobb X. Ha	Texas	8	80.0%	.270	.210	104
76	Steven Brown	Virginia	8	80.0%	.267	.149	104
77	Steve Bahnaman	North Carolina	9	90.0%	.162	.141	104
78	Erik Eide	Canada	9	90.0%	.157	.157	104
79	Scott Oberstaedt	Virginia	9	90.0%	.157	.126	104
80	Arlo Lyle	Arkansas	9	90.0%	.146	.160	104
81	Kaberi Chakrabarty	Illinois	9	90.0%	.139	.129	104
82	William Travis	Texas	8	80.0%	.275	.259	103
83	Chris Ottolino	Missouri	8	80.0%	.258	.276	103
84	Elisabeth Evan	Ohio	9	90.0%	.152	.169	103
85	Nate Kane	Arizona	9	90.0%	.151	.149	103
86	Jenn Tulo	Virginia	9	90.0%	.147	.113	103
87	Lauren Manton	Ohio	9	90.0%	.141	.133	103
88	Daniel Chung	California	8	80.0%	.263	.201	102
89	Michael Coates	Idaho	8	80.0%	.247	.235	102
90	Dillon Edwards	Wisconsin	9	90.0%	.137	.187	102
91	Carl Voss	Minnesota	9	90.0%	.134	.118	102
92	David Cruickshank	United Kingdom	9	90.0%	.132	.168	102
93	Jonathan Pinyan	New Jersey	9	90.0%	.112	.162	102
94	Ben Smith	Canada	10	100.0%	.035	.044	102
95	Randall Eng	New York	8	80.0%	.232	.185	101
96	Theo Howe	United Kingdom	8	80.0%	.230	.240	101
97	Lee Henry	Alabama	9	90.0%	.134	.158	101
98	Dan Passner	New Jersey	9	90.0%	.119	.142	101
99	Julian Saddy	Canada	9	90.0%	.122	.103	100
100	Amy Whitelaw	Virginia	9	90.0%	.118	.148	100
101	Brynn Jones	Alabama	8	80.0%	.228	.259	99
102	Kane Keller	Louisiana	8	80.0%	.213	.256	99
103	Frank Grabowski	Pennsylvania	8	80.0%	.212	.160	98
104	Jack Wolverton	Missouri	8	80.0%	.206	.219	98
105	Ned Tagtmeier	Illinois	8	80.0%	.203	.177	98
106	Cari Milowicki	Ohio	8	80.0%	.202	.158	98
107	Michael Olson	Minnesota	9	90.0%	.097	.120	98
108	Thomas Credeur	Louisiana	9	90.0%	.092	.113	98
109	Myron Meyer	South Dakota	8	80.0%	.185	.224	97
110	Joseph Langas	Texas	8	80.0%	.209	.102	96
111	Ali Filipowicz	Virginia	8	80.0%	.206	.174	96
112	Michael Bentley	Washington	8	80.0%	.201	.142	96
113	Daniel Jude	California	8	80.0%	.181	.190	96
114	Danny Lardner	United Kingdom	9	90.0%	.089	.068	96
115	Ross Ferguson	South Carolina	7	70.0%	.310	.302	95
116	Devon Edwards	New York	8	80.0%	.192	.211	95
117	Lauren Cusitello	California	8	80.0%	.183	.166	95
118	John Presloid	Ohio	8	80.0%	.177	.100	95
119	Delano Barnes	Texas	9	90.0%	.057	.064	95
120	Adam Sapa	Canada	8	80.0%	.179	.209	94
121	Matthew Marcus	Oregon	8	80.0%	.170	.128	94
122	Darrell Johnson	Arizona	8	80.0%	.165	.152	94
123	Chris Becker	Maryland	8	80.0%	.164	.181	94
124	Raul Passement	Texas	8	80.0%	.162	.238	94
125	Paul Villaluz	Nevada	8	80.0%	.154	.108	94
126	Brian Hamilton	Oregon	9	90.0%	.073	.044	94
127	Jason Lai	New York	9	90.0%	.048	.092	94
128	Simon Sweeney	Pennsylvania	7	70.0%	.293	.242	93
129	Ryan Luptak	Illinois	8	80.0%	.149	.145	92
130	Josh Walker	Ohio	8	80.0%	.147	.194	91
131	James Kang	California	8	80.0%	.139	.130	91
132	John Riss	Illinois	8	80.0%	.138	.198	91
133	Elizabeth Chang	Washington	8	80.0%	.131	.138	91
134	Deb Wells	Pennsylvania	8	80.0%	.126	.136	91
135	Andrew Fisher	United Kingdom	8	80.0%	.136	.080	90
136	Alex Dzurick	Missouri	8	80.0%	.130	.148	90
137	Jonathan Hugendubler	Maryland	9	90.0%	.019	.042	90
138	Mike Malloy	Wisconsin	7	70.0%	.239	.207	89
139	Mick Reinhard	Pennsylvania	7	70.0%	.229	.188	89
140	Jesse Tow	Illinois	8	80.0%	.117	.195	89
141	Russ Hart	New York	8	80.0%	.110	.149	89
142	Kendall Plapp	New York	8	80.0%	.106	.162	89
143	William Marshall	Alabama	6	60.0%	.393	.340	88
144	Jimmy Dunn	Michigan	7	70.0%	.247	.285	88
145	Andrew Medlin	Louisiana	8	80.0%	.114	.092	88
146	Joshua Levit	Massachusetts	8	80.0%	.106	.129	88
147	Eric Li	Massachusetts	7	70.0%	.232	.269	87
148	Spencer Thrope	Middle East	7	70.0%	.229	.236	87
149	Jared Cubilla	Canada	7	70.0%	.227	.162	87
150	Nicholas Harrison	Canada	7	70.0%	.213	.190	87
151	Chris Morin	New York	8	80.0%	.102	.119	87
152	Stephen Ours	Virginia	8	80.0%	.086	.067	87
153	Matt Coleman	Washington	8	80.0%	.084	.073	87
154	Dibyo Haldar	Asia	8	80.0%	.084	.116	87
155	Christian Wilson	New York	7	70.0%	.215	.296	86
156	Lawrence McGillicuddy	Georgia	7	70.0%	.215	.161	86
157	Tucker Warner	New York	7	70.0%	.212	.233	86
158	Joey Goldman	United Kingdom	7	70.0%	.212	.287	86
159	William Neiswanger	Washington	7	70.0%	.211	.198	86
160	Daniel White	Washington	8	80.0%	.101	.093	86
161	Kenny Peskin	Virginia	8	80.0%	.094	.199	86
162	Michael Patison	Texas	8	80.0%	.092	.101	86
163	Jonathan Hunter	Florida	8	80.0%	.070	.139	86
164	Harry White	Virginia	7	70.0%	.202	.181	85
165	John Kocsis	Virginia	7	70.0%	.185	.139	85
166	Omar Sajjad	California	8	80.0%	.075	.150	85
167	Kenji Shimizu	Michigan	6	60.0%	.352	.217	84
168	Sarah Benner	Ohio	7	70.0%	.184	.123	84
169	Deleena Simon	Michigan	8	80.0%	.062	.096	84
170	Matthew Grieco	New York	8	80.0%	.061	.087	84
171	Stephen Liu	California	7	70.0%	.182	.113	83
172	Michael Shang	Maryland	7	70.0%	.179	.214	83
173	Zoe Kaperonis	New York	7	70.0%	.174	.150	83
174	Jill Heink	Kentucky	7	70.0%	.187	.180	82
175	Ryan Hemmel	California	7	70.0%	.174	.142	82
176	Christopher Parsons	Washington	7	70.0%	.163	.118	81
177	Henry Cafaro	Illinois	7	70.0%	.161	.189	81
178	Ozzie Fallick	California	7	70.0%	.151	.117	81
179	Aiden Benshimol	Massachusetts	8	80.0%	.046	.043	81
180	Tommy Segi	Ohio	8	80.0%	.023	.190	81
181	Dan Ni	New York	6	60.0%	.278	.335	80
182	Erik Christensen	Canada	7	70.0%	.141	.129	80
183	Talia Fan	Canada	7	70.0%	.135	.138	80
184	Kai Tang	Illinois	7	70.0%	.140	.118	79
185	Will Howells	United Kingdom	7	70.0%	.137	.092	79
186	Cameron Williams	North Carolina	7	70.0%	.136	.220	79
187	Ryan Manton	Ohio	7	70.0%	.116	.211	78
188	Cody Donahue	Mississippi	7	70.0%	.112	.118	78
189	Stephanie Perkins	Missouri	7	70.0%	.105	.176	78
190	Dawson Owens	Ohio	6	60.0%	.237	.191	77
191	Michael McPartland	United Kingdom	7	70.0%	.123	.090	77
192	Kevin Lei	Canada	7	70.0%	.107	.106	77
193	Owen Cooper	Alabama	7	70.0%	.108	.274	76
194	Ashwath Seetharaman	Texas	7	70.0%	.089	.283	76
195	Daniel Feitel	District of Columbia	6	60.0%	.215	.223	75
196	Daniel DeFelippis	Europe	7	70.0%	.067	.077	75
197	Matt Smania	Michigan	6	60.0%	.212	.138	74
198	George Atendido	Minnesota	6	60.0%	.204	.149	74
199	Siddharth Hariharan	Maryland	7	70.0%	.079	.089	74
200	Andrew Foerster	North Carolina	7	70.0%	.074	.154	74
201	Trevor Greissinger	Wisconsin	7	70.0%	.074	.077	74
202	Alex Paskevicius	Canada	7	70.0%	.048	.061	73
203	Sean Doyle	Texas	7	70.0%	.047	.264	73
204	Brock Stephenson	Canada	6	60.0%	.190	.152	72
205	Hidehiro Anto	California	7	70.0%	.034	.045	72
206	Stephen Morrison	Michigan	6	60.0%	.195	.175	71
207	Jenna Hull	California	6	60.0%	.183	.114	71
208	Anthony DiCarlo	California	6	60.0%	.169	.176	71
209	Kevin McCabe	Colorado	7	70.0%	.031	.049	71
210	Pranav Veluri	Indiana	6	60.0%	.179	.199	70
211	Darren Petrosino	New Jersey	6	60.0%	.170	.134	70
212	Quinn McGarry	Missouri	6	60.0%	.159	.258	70
213	Michael Kettler	Ohio	6	60.0%	.153	.277	70
214	Shauna McNally	Canada	6	60.0%	.152	.122	70
215	Alexander Bandukwala	Illinois	7	70.0%	.022	.026	70
216	Evan Knox	North Carolina	6	60.0%	.147	.152	69
217	Tristan Clarke	Arizona	6	60.0%	.142	.257	69
218	Kenneth Martin	Illinois	6	60.0%	.130	.229	69
219	Siddarth Kumar	Indiana	6	60.0%	.130	.127	68
220	Michael Joy	Michigan	6	60.0%	.126	.106	68
221	Douglas Wilham	Kentucky	6	60.0%	.121	.137	68
222	Eric Douglass	South Carolina	6	60.0%	.121	.215	67
223	David Edwards	Illinois	6	60.0%	.120	.165	67
224	Mitchell Rimerman	District of Columbia	5	50.0%	.270	.260	66
225	Bryan Householder	Ohio	6	60.0%	.122	.142	66
226	Losha Ndemeno-Tegomoh	Minnesota	6	60.0%	.118	.077	66
227	Justin Dusaj	Michigan	6	60.0%	.117	.140	66
228	Erik Nickels	California	6	60.0%	.115	.129	66
229	Josh Hill	Arkansas	6	60.0%	.111	.115	66
230	Joe Nutter	Georgia	6	60.0%	.110	.104	66
231	Sarah Whisenhunt	Virginia	6	60.0%	.109	.131	66
232	Mary Foley	Arizona	6	60.0%	.106	.250	66
233	Chuck Yu	Maryland	6	60.0%	.098	.151	65
234	Connor Teevens	Michigan	6	60.0%	.077	.179	64
235	David Snoddon	Canada	6	60.0%	.070	.110	64
236	Chris Hale	Virginia	6	60.0%	.077	.061	63
237	James Carberry	Louisiana	6	60.0%	.072	.068	63
238	Gwen Abrams	Nevada	6	60.0%	.071	.072	63
239	Tyler Berry	Canada	6	60.0%	.064	.137	62
240	Aaron Lichtig	Maryland	5	50.0%	.206	.152	61
241	Brian Morehouse	Connecticut	6	60.0%	.043	.111	61
242	Paul Campbell	California	5	50.0%	.189	.161	60
243	Andrey Goder	California	6	60.0%	.000	.088	60
244	Jackson Todd	Georgia	5	50.0%	.179	.173	59
245	Naveed Chowdhury	California	5	50.0%	.170	.149	59
246	Wesley Erpelding	Minnesota	5	50.0%	.157	.201	59
247	James E. Lasker	Texas	5	50.0%	.164	.116	57
248	Greg Garbee	Florida	5	50.0%	.130	.192	56
249	Daniel Galitsky	District of Columbia	5	50.0%	.130	.112	56
250	Nick Matchen	Illinois	5	50.0%	.127	.182	56
251	Andrew Fanko	United Kingdom	5	50.0%	.112	.113	56
252	Jessica Chellino	Florida	5	50.0%	.125	.062	55
253	Abel Gilsing	Europe	5	50.0%	.081	.083	53
254	Jason Laabs	Minnesota	5	50.0%	.080	.251	53
255	Zane Placie	Georgia	5	50.0%	.075	.068	52
256	Katie Bauermeister	California	5	50.0%	.058	.100	52
257	Lars Melton	Virginia	4	40.0%	.231	.263	49
258	Emily Fletcher	Texas	4	40.0%	.205	.208	48
259	Danielle Long	Illinois	4	40.0%	.164	.129	48
260	Ewan Munro	Australia & Oceania	4	40.0%	.165	.225	47
261	Ryan Rosenberg	California	4	40.0%	.156	.215	46
262	Natalie Schermer	Washington	4	40.0%	.060	.142	42
263	Victor Pavao	Massachusetts	3	30.0%	.317	.253	41
264	Padraig Finan	Washington	4	40.0%	.057	.051	41
265	Sheldon Wong	Illinois	4	40.0%	.056	.149	41
266	Guan Tong Tay	Asia	4	40.0%	.052	.265	41
267	Andrew Almas	Canada	4	40.0%	.027	.112	41
268	Bhaskar Moorthy	Louisiana	3	30.0%	.129	.111	34
269	Susan Corbus	Illinois	3	30.0%	.123	.099	34
270	Parth Jagtap	Canada	3	30.0%	.069	.246	32
271	Kyle Morehouse	Connecticut	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.

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