2023 Popular Culture Week 19

Standings

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#	Player	Region	# Correct	% Correct	Average Correct Celerity	Std. Dev. Celerity	Score
1	Finn Bender	Wisconsin	10	100.0%	.442	.235	153
2	Simon Sweeney	Pennsylvania	10	100.0%	.377	.278	145
3	Andy Kravis	New York	10	100.0%	.380	.190	143
4	Scott Latchem	California	10	100.0%	.372	.195	143
5	Craig Moysey	Canada	10	100.0%	.374	.149	142
6	Jason Serrano	New York	10	100.0%	.360	.258	141
7	Jeff Frank	Indiana	10	100.0%	.357	.203	139
8	Kyle Kahan	California	10	100.0%	.329	.148	138
9	Tucker Warner	New York	10	100.0%	.333	.248	137
10	Kenji Shimizu	Michigan	10	100.0%	.327	.229	137
11	Jason Hess	Texas	10	100.0%	.317	.120	137
12	Jason Sterlacci	New Jersey	10	100.0%	.312	.185	136
13	David Kiang	Illinois	10	100.0%	.307	.203	136
14	Lauren Manton	Ohio	10	100.0%	.303	.204	136
15	Derek Martz	Illinois	10	100.0%	.303	.260	135
16	Matthew Marcotte	California	10	100.0%	.297	.201	135
17	Ryan Manton	Ohio	10	100.0%	.290	.223	135
18	Drew Scheeler	Ohio	9	90.0%	.417	.168	134
19	Jack Van Nostrand	Canada	10	100.0%	.311	.214	134
20	Henry Cafaro	Illinois	10	100.0%	.307	.192	134
21	Devon Edwards	New York	9	90.0%	.406	.238	133
22	Adam Escandell	Texas	9	90.0%	.397	.219	133
23	Paolo Pasco	California	10	100.0%	.289	.250	133
24	John Presloid	Ohio	10	100.0%	.282	.153	133
25	Stephen Morrison	Michigan	9	90.0%	.402	.177	132
26	James Dowd	Hawaii	10	100.0%	.276	.190	131
27	Brian Lipinski	District of Columbia	9	90.0%	.379	.167	130
28	Dan Passner	New Jersey	10	100.0%	.257	.190	130
29	Scott Aefsky	Massachusetts	10	100.0%	.245	.287	129
30	Ryan Milowicki	Connecticut	9	90.0%	.364	.180	128
31	Chris Ottolino	Missouri	9	90.0%	.362	.247	128
32	Kari Race	Wisconsin	10	100.0%	.253	.172	128
33	Alex Schmidt	Pennsylvania	9	90.0%	.362	.160	127
34	Omar Sajjad	California	10	100.0%	.244	.242	127
35	Jack Wolverton	Missouri	10	100.0%	.243	.213	127
36	Dillon Edwards	Wisconsin	10	100.0%	.240	.192	127
37	Randall Eng	New York	9	90.0%	.318	.292	125
38	John Riss	Illinois	9	90.0%	.326	.211	124
39	Jack Rousseau	California	9	90.0%	.323	.191	124
40	Chris Abrams	Nevada	10	100.0%	.224	.167	124
41	Elisabeth Evan	Ohio	10	100.0%	.214	.261	124
42	Tracey Hickman	Oklahoma	10	100.0%	.211	.226	124
43	John Lance	Colorado	9	90.0%	.324	.158	123
44	Lee Henry	Alabama	10	100.0%	.200	.188	123
45	Charlie Fritz	Illinois	9	90.0%	.318	.197	122
46	Michael Patison	Texas	9	90.0%	.313	.239	122
47	Tim Crockett	Washington	9	90.0%	.301	.108	122
48	Daniel Jude	California	10	100.0%	.213	.228	122
49	Joseph Langas	Texas	10	100.0%	.203	.164	122
50	Jackson Todd	Georgia	9	90.0%	.285	.276	121
51	Ali Filipowicz	Virginia	10	100.0%	.201	.268	121
52	Cari Milowicki	Ohio	10	100.0%	.188	.218	121
53	Daniel Feitel	District of Columbia	9	90.0%	.290	.206	120
54	Elizabeth Chang	Washington	9	90.0%	.287	.242	120
55	Kaberi Chakrabarty	Illinois	10	100.0%	.191	.150	120
56	Erik Christensen	Canada	10	100.0%	.186	.154	120
57	Nate Kane	Arizona	10	100.0%	.184	.173	120
58	Ryan Luptak	Illinois	10	100.0%	.179	.168	120
59	Robert Kilner	Ohio	10	100.0%	.174	.226	120
60	McKinnie Lee Sizemore	Florida	9	90.0%	.288	.181	119
61	Mick Reinhard	Pennsylvania	9	90.0%	.270	.216	119
62	John Kocsis	Virginia	10	100.0%	.177	.162	119
63	Jeremy Tsai	New Jersey	10	100.0%	.168	.192	119
64	Steven Brown	Virginia	9	90.0%	.280	.249	118
65	Spencer Brown	Virginia	9	90.0%	.267	.266	118
66	JinAh Kim	Virginia	9	90.0%	.269	.253	117
67	Steve Bahnaman	North Carolina	9	90.0%	.267	.201	117
68	Aaron Dos Remedios	Canada	9	90.0%	.259	.217	117
69	Matthew LaMagna	Virginia	9	90.0%	.258	.214	117
70	Danny Lardner	United Kingdom	10	100.0%	.180	.170	117
71	Janice Paton	Massachusetts	10	100.0%	.162	.098	117
72	Rahul Rao-Pothuraju	New York	10	100.0%	.158	.234	117
73	Julian Saddy	Canada	10	100.0%	.158	.157	117
74	Jack Brounstein	Texas	8	80.0%	.396	.144	116
75	William Marshall	Alabama	8	80.0%	.383	.190	116
76	Henry Blyth	Ohio	9	90.0%	.267	.251	116
77	Lawrence Simon	New York	9	90.0%	.242	.219	116
78	Andy Brown	Illinois	9	90.0%	.233	.230	116
79	Pranav Veluri	Indiana	10	100.0%	.170	.230	116
80	Erik Nickels	California	9	90.0%	.248	.156	115
81	Joshua Levit	Massachusetts	9	90.0%	.240	.251	115
82	Chauncey Lo	California	10	100.0%	.156	.105	115
83	Ozzie Fallick	California	8	80.0%	.360	.238	114
84	Tom Minard	Canada	9	90.0%	.249	.220	114
85	Adam Sapa	Canada	9	90.0%	.235	.241	114
86	William Travis	Texas	9	90.0%	.232	.254	114
87	Myron Meyer	South Dakota	9	90.0%	.242	.212	112
88	Matthew Marcus	Oregon	9	90.0%	.220	.205	112
89	Anthony Peek	Louisiana	9	90.0%	.199	.186	112
90	Frank Grabowski	Pennsylvania	10	100.0%	.119	.110	112
91	Daniel DeFelippis	Europe	10	100.0%	.097	.161	112
92	Darrell Johnson	Arizona	8	80.0%	.338	.165	111
93	Sean Doyle	Texas	9	90.0%	.217	.134	111
94	Kendall Plapp	New York	9	90.0%	.197	.253	110
95	Jason Lai	New York	10	100.0%	.094	.123	110
96	Michael Kettler	Ohio	8	80.0%	.312	.244	109
97	Jordan Brownstein	Virginia	8	80.0%	.304	.217	109
98	Nolan Jones	Indiana	10	100.0%	.097	.113	109
99	Sarah Benner	Ohio	8	80.0%	.310	.239	108
100	Jonathan Pinyan	New Jersey	8	80.0%	.292	.238	108
101	Will Swygart	United Kingdom	9	90.0%	.193	.143	108
102	Naveed Chowdhury	California	9	90.0%	.192	.175	108
103	Andrew Dupont	California	8	80.0%	.310	.167	107
104	Jason Palmer	Ohio	8	80.0%	.305	.222	107
105	Mazin Omer	Massachusetts	8	80.0%	.295	.198	107
106	Arlo Lyle	Arkansas	8	80.0%	.289	.298	107
107	Theo Howe	United Kingdom	8	80.0%	.288	.239	107
108	Jared Cubilla	Canada	8	80.0%	.282	.300	107
109	Nathan Aderhold	Colorado	9	90.0%	.181	.115	107
110	Kevin Lei	Canada	9	90.0%	.173	.189	107
111	Chris Miller	Kentucky	8	80.0%	.290	.215	106
112	Nicholas Harrison	Canada	9	90.0%	.149	.175	106
113	Jacob O'Rourke	Missouri	10	100.0%	.061	.090	106
114	Jimmy Dunn	Michigan	8	80.0%	.279	.198	105
115	Christine Irwin	Canada	8	80.0%	.273	.185	105
116	Greg Peterson	Illinois	8	80.0%	.273	.347	105
117	Alec Chao	District of Columbia	9	90.0%	.168	.161	105
118	Jenn Tulo	Virginia	9	90.0%	.165	.153	105
119	Sean Calhoun	Iowa	9	90.0%	.158	.140	105
120	Darren Petrosino	New Jersey	9	90.0%	.155	.177	105
121	Jessica Fleischer	Illinois	9	90.0%	.158	.170	104
122	Andrew Medlin	Louisiana	8	80.0%	.253	.238	103
123	Matt Coleman	Washington	8	80.0%	.252	.240	103
124	Mike Malloy	Wisconsin	8	80.0%	.258	.241	102
125	Eric Li	Massachusetts	9	90.0%	.144	.177	102
126	Shannon Jamison	Virginia	9	90.0%	.134	.168	102
127	Stephen Liu	California	9	90.0%	.128	.138	102
128	Jenna Hull	California	7	70.0%	.358	.208	101
129	Dan Puma	Illinois	8	80.0%	.247	.276	101
130	Joey Goldman	United Kingdom	8	80.0%	.242	.207	101
131	Wesley Erpelding	Minnesota	9	90.0%	.126	.231	101
132	Andrey Goder	California	9	90.0%	.101	.247	101
133	Harley Andrew	Wisconsin	7	70.0%	.374	.181	100
134	Sarah Whisenhunt	Virginia	8	80.0%	.238	.170	100
135	Evan Nagler	New York	8	80.0%	.221	.256	100
136	Brad Williams	Wisconsin	8	80.0%	.213	.234	100
137	Amogh Kulkarni	Illinois	9	90.0%	.113	.235	100
138	Ewan Munro	Australia & Oceania	9	90.0%	.106	.133	100
139	Ryan Rosenberg	California	8	80.0%	.214	.161	99
140	Christopher Parsons	Washington	8	80.0%	.196	.271	99
141	Siddharth Hariharan	Maryland	9	90.0%	.103	.113	99
142	Eric Douglass	South Carolina	7	70.0%	.348	.200	98
143	Benjamin Kitchen	Colorado	7	70.0%	.332	.217	98
144	Max Smiley	California	8	80.0%	.207	.168	98
145	Harry White	Virginia	8	80.0%	.205	.164	98
146	Greg Garbee	Florida	8	80.0%	.203	.154	98
147	Beth Kromka	Maryland	9	90.0%	.099	.121	98
148	Carlos Hernandez Fisher	Canada	7	70.0%	.337	.208	97
149	Logan Anbinder	Maryland	7	70.0%	.335	.230	97
150	Kane Keller	Louisiana	8	80.0%	.185	.269	97
151	Michael McPartland	United Kingdom	8	80.0%	.179	.198	97
152	Michael Olson	Minnesota	7	70.0%	.318	.194	96
153	Andrew Fisher	United Kingdom	7	70.0%	.312	.229	96
154	Akosua Asante	Canada	8	80.0%	.194	.156	96
155	Kevin McCabe	Colorado	9	90.0%	.059	.112	96
156	Justin Dusaj	Michigan	8	80.0%	.167	.148	95
157	Tommy Segi	Ohio	9	90.0%	.049	.095	95
158	Amy Whitelaw	Virginia	7	70.0%	.305	.235	94
159	Matt Smania	Michigan	7	70.0%	.297	.240	94
160	Kyle Morehouse	Connecticut	8	80.0%	.155	.250	94
161	Lynn Yu	California	8	80.0%	.154	.152	94
162	Rachael Peters	Michigan	9	90.0%	.057	.095	94
163	Mike Myers	California	7	70.0%	.304	.196	93
164	Chuck Yu	Maryland	7	70.0%	.297	.225	93
165	Clifford Galiher	California	7	70.0%	.295	.245	93
166	Matthew Askins	Arizona	7	70.0%	.290	.194	93
167	Carl Voss	Minnesota	7	70.0%	.277	.177	93
168	Ben Smith	Canada	8	80.0%	.172	.172	93
169	Deleena Simon	Michigan	8	80.0%	.162	.158	92
170	Talia Fan	Canada	8	80.0%	.159	.148	92
171	Michael Coates	Idaho	7	70.0%	.255	.226	91
172	William Neiswanger	Washington	7	70.0%	.250	.275	91
173	Brian Hamilton	Oregon	8	80.0%	.138	.174	91
174	Parth Jagtap	Canada	8	80.0%	.130	.114	91
175	Jonathan Hugendubler	Maryland	8	80.0%	.121	.179	91
176	Michael Turner	South Carolina	7	70.0%	.261	.151	90
177	Benjamin Livingston	Minnesota	7	70.0%	.239	.223	90
178	Paul Campbell	California	8	80.0%	.127	.233	90
179	Jill Heink	Kentucky	8	80.0%	.124	.168	90
180	Edward Sanfrey	Ohio	8	80.0%	.107	.182	90
181	Lauren Cusitello	California	7	70.0%	.237	.167	89
182	Alex Dzurick	Missouri	7	70.0%	.226	.238	89
183	Siddarth Kumar	Indiana	8	80.0%	.108	.128	89
184	Patrick Carthy	Europe	8	80.0%	.101	.145	88
185	Zane Placie	Georgia	8	80.0%	.087	.132	88
186	Erik Eide	Canada	6	60.0%	.370	.253	87
187	Alexander Bandukwala	Illinois	8	80.0%	.082	.134	87
188	Kenneth Martin	Illinois	7	70.0%	.211	.148	86
189	Chris Becker	Maryland	7	70.0%	.196	.175	85
190	Nick Matchen	Illinois	7	70.0%	.195	.178	85
191	James Denning	Ohio	6	60.0%	.336	.287	84
192	Chris Hale	Virginia	7	70.0%	.191	.145	84
193	Kelly Rabin	Washington	7	70.0%	.176	.226	84
194	Matthew Stern	Alabama	8	80.0%	.073	.070	84
195	Owen Cooper	Alabama	6	60.0%	.340	.124	83
196	Tomás Aguilar-Fraga	California	6	60.0%	.324	.159	83
197	Jason Laabs	Minnesota	7	70.0%	.166	.249	83
198	Sam Davis	Texas	7	70.0%	.163	.262	83
199	Gwen Abrams	Nevada	8	80.0%	.066	.104	83
200	Michael Bentley	Washington	6	60.0%	.321	.180	82
201	Gary Morris	New York	6	60.0%	.320	.245	82
202	Ashwath Seetharaman	Texas	7	70.0%	.162	.118	82
203	Aaron Lichtig	Maryland	7	70.0%	.159	.169	82
204	Kenny Peskin	Virginia	7	70.0%	.155	.168	82
205	Trevor Greissinger	Wisconsin	7	70.0%	.153	.193	82
206	Spencer Thrope	Middle East	7	70.0%	.149	.295	82
207	Gerry Tansey	Missouri	6	60.0%	.320	.226	81
208	Dawson Owens	Ohio	7	70.0%	.152	.140	81
209	Douglas Wilham	Kentucky	7	70.0%	.141	.164	81
210	Stan Jastrzebski	Indiana	6	60.0%	.297	.254	80
211	Cameron Williams	North Carolina	6	60.0%	.277	.228	80
212	Shauna McNally	Canada	6	60.0%	.275	.199	80
213	Kai Tang	Illinois	7	70.0%	.141	.133	80
214	Lars Melton	Virginia	7	70.0%	.131	.178	80
215	Alex Paskevicius	Canada	6	60.0%	.289	.230	79
216	Raul Passement	Texas	6	60.0%	.271	.285	78
217	Candy Murphy	Virginia	6	60.0%	.257	.194	78
218	Ryan Hemmel	California	7	70.0%	.129	.114	78
219	Michael Joy	Michigan	6	60.0%	.249	.218	77
220	Brian Morehouse	Connecticut	6	60.0%	.232	.148	77
221	Quinn McGarry	Missouri	7	70.0%	.112	.106	77
222	Brandon Jones	Alabama	5	50.0%	.442	.281	76
223	Andrew Foerster	North Carolina	7	70.0%	.103	.103	76
224	Bryan Householder	Ohio	7	70.0%	.066	.147	76
225	Stephanie Perkins	Missouri	6	60.0%	.204	.204	74
226	Delano Barnes	Texas	7	70.0%	.050	.090	74
227	Deb Wells	Pennsylvania	6	60.0%	.203	.168	73
228	Tyler Berry	Canada	6	60.0%	.191	.196	73
229	Paul Villaluz	Nevada	6	60.0%	.188	.203	73
230	James Washick	South Carolina	6	60.0%	.184	.252	73
231	James Kang	California	6	60.0%	.184	.169	73
232	Jonathan Hunter	Florida	7	70.0%	.045	.073	73
233	Will Howells	United Kingdom	6	60.0%	.201	.226	72
234	Thomas Credeur	Louisiana	6	60.0%	.171	.134	71
235	Zoe Kaperonis	New York	6	60.0%	.167	.172	71
236	Andrew Almas	Canada	6	60.0%	.168	.161	70
237	Natalie Schermer	Washington	6	60.0%	.141	.141	69
238	Anthony DiCarlo	California	5	50.0%	.285	.102	66
239	David Cruickshank	United Kingdom	6	60.0%	.108	.101	66
240	David Snoddon	Canada	6	60.0%	.082	.139	65
241	Stephen Ours	Virginia	5	50.0%	.234	.161	64
242	Evan Knox	North Carolina	6	60.0%	.083	.095	64
243	David Edwards	Illinois	5	50.0%	.243	.226	63
244	Nate Muckley	Illinois	5	50.0%	.211	.171	61
245	Haley Gambrell	South Carolina	5	50.0%	.200	.249	61
246	Josh Hill	Arkansas	5	50.0%	.194	.180	61
247	Sheldon Wong	Illinois	6	60.0%	.028	.037	61
248	Joe Nutter	Georgia	5	50.0%	.171	.163	60
249	Theodore Young	Kansas	6	60.0%	.017	.082	60
250	John Stewart	Virginia	6	60.0%	.000	.000	60
251	Brock Stephenson	Canada	5	50.0%	.181	.161	59
252	Matthew Grieco	New York	5	50.0%	.149	.238	58
253	Hidehiro Anto	California	5	50.0%	.147	.125	57
254	Christian Wilson	New York	5	50.0%	.141	.105	57
255	Chris Morin	New York	5	50.0%	.111	.181	56
256	James Carberry	Louisiana	5	50.0%	.100	.190	56
257	John Brock	Massachusetts	4	40.0%	.320	.166	55
258	Josh Walker	Ohio	4	40.0%	.308	.181	55
259	Dan Ni	New York	4	40.0%	.290	.313	55
260	Michael Shang	Maryland	5	50.0%	.087	.087	55
261	Jordan Sackmaster	Wisconsin	5	50.0%	.086	.136	55
262	Cody Donahue	Mississippi	5	50.0%	.076	.114	54
263	George Atendido	Minnesota	4	40.0%	.272	.208	53
264	Losha Ndemeno-Tegomoh	Minnesota	5	50.0%	.090	.099	53
265	Danielle Long	Illinois	4	40.0%	.262	.174	52
266	Susan Corbus	Illinois	4	40.0%	.248	.174	52
267	Nathan Hamer	United Kingdom	5	50.0%	.030	.166	51
268	Victor Pavao	Massachusetts	4	40.0%	.193	.248	48
269	Mary Foley	Arizona	4	40.0%	.175	.167	48
270	Violet Hundt	Wisconsin	4	40.0%	.111	.094	44
271	Madeline Painter	Illinois	4	40.0%	.075	.063	42
272	Daniel Galitsky	District of Columbia	4	40.0%	.060	.059	42
273	Andrew Fanko	United Kingdom	4	40.0%	.045	.038	41
274	Louis Johnson	Alabama	3	30.0%	.127	.242	33
275	Saahir Narang	Texas	3	30.0%	.066	.093	32
276	Emily Fletcher	Texas	3	30.0%	.047	.144	30
277	Padraig Finan	Washington	3	30.0%	.023	.027	30
278	Abel Gilsing	Europe	3	30.0%	.000	.242	30
279	Guan Tong Tay	Asia	1	10.0%	.000	.456	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.

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