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60 Songs That Explain the '90s (with Rob Harvilla)

Standings

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#	Player	Region	# Correct	% Correct	Average Correct Celerity	Std. Dev. Celerity	Score
1	Nate Poole	South Carolina	59	98.3%	.526	.213	962
2	Tiffany Ellis	Pennsylvania	58	96.7%	.549	.211	956
3	Michael Ouderkirk	Maryland	59	98.3%	.509	.219	953
4	Evan Johnson	Virginia	60	100.0%	.469	.243	932
5	John Hawkes	Virginia	58	96.7%	.444	.210	892
6	Jason Sterlacci	New Jersey	59	98.3%	.424	.215	886
7	Joe O'Brien	New Jersey	58	96.7%	.437	.219	881
8	Kenji Shimizu	Michigan	56	93.3%	.473	.260	875
9	Tucker Warner	New York	59	98.3%	.404	.212	872
10	Ryan Milowicki	New York	57	95.0%	.432	.217	866
11	Robert Bishop	Kansas	56	93.3%	.452	.235	862
12	Aaron Bergstrom	Europe	57	95.0%	.432	.197	861
13	Benjamin Kitchen	Colorado	56	93.3%	.435	.240	852
14	Nathaniel Yungman	South Carolina	57	95.0%	.422	.255	851
15	Anita Montoya	Minnesota	58	96.7%	.390	.213	848
16	Tim Aten	Ohio	54	90.0%	.476	.213	847
17	Gideon Friend	Pennsylvania	56	93.3%	.430	.219	845
18	Timothy Thomason	New Jersey	54	90.0%	.471	.219	844
19	Kirk Moyers	Virginia	59	98.3%	.370	.238	844
20	John Davenport	Texas	56	93.3%	.425	.240	843
21	McKinnie Lee Sizemore	Florida	56	93.3%	.426	.229	842
22	Jason Hess	Texas	57	95.0%	.396	.225	841
23	William Pitkin	Virginia	57	95.0%	.404	.229	838
24	John Merrell	South Carolina	56	93.3%	.416	.227	834
25	Philip Trostler	Connecticut	57	95.0%	.392	.246	834
26	Andrew Ullsperger	Illinois	58	96.7%	.377	.226	832
27	David Allen	New Jersey	59	98.3%	.359	.238	832
28	Michael Turner	South Carolina	57	95.0%	.375	.200	822
29	Andrew Grieve	Michigan	55	91.7%	.423	.225	821
30	Matthew Marcotte	California	56	93.3%	.388	.220	813
31	Beth Wellman	Connecticut	56	93.3%	.379	.206	813
32	Steve Bahnaman	North Carolina	53	88.3%	.443	.239	809
33	Brett Knowles	Missouri	55	91.7%	.397	.209	808
34	Joe Skalmoski	Wisconsin	55	91.7%	.400	.230	807
35	Joshua Levit	Massachusetts	51	85.0%	.484	.207	806
36	Dominic Giandinoto	Washington	52	86.7%	.461	.256	806
37	James Galarneau	Canada	52	86.7%	.460	.230	805
38	Paddy Duffy	Europe	52	86.7%	.457	.265	804
39	Daniel Pettineo	Illinois	55	91.7%	.393	.210	804
40	Drew Scheeler	Ohio	56	93.3%	.377	.256	804
41	Aaron Dos Remedios	Canada	55	91.7%	.391	.229	801
42	Cari Milowicki	New York	53	88.3%	.425	.237	798
43	Pam Mueller	California	54	90.0%	.409	.231	798
44	Jonathan Morgan	Australia & Oceania	49	81.7%	.521	.229	796
45	Vivek Ravishanker	Connecticut	57	95.0%	.342	.226	796
46	Frank Grabowski	Pennsylvania	54	90.0%	.403	.253	795
47	John Hooten	Tennessee	58	96.7%	.317	.213	793
48	Shane Deegan	Washington	52	86.7%	.441	.230	792
49	Nicholas Massengale	Tennessee	59	98.3%	.290	.212	787
50	Brian Lipinski	District of Columbia	53	88.3%	.408	.213	784
51	Evan Nagler	New York	54	90.0%	.377	.207	777
52	Kaci Richter	Nebraska	51	85.0%	.436	.193	775
53	Elyse Curtner	Illinois	52	86.7%	.416	.224	775
54	Karen Keller	Ohio	53	88.3%	.389	.227	774
55	Robert Becker	North Carolina	55	91.7%	.348	.216	774
56	Sam Stahler	Ohio	54	90.0%	.375	.273	771
57	Keith Pinault	New York	51	85.0%	.431	.237	768
58	Dan Gibson	Arizona	54	90.0%	.357	.232	765
59	Scott Latchem	California	53	88.3%	.372	.246	763
60	Daniel Bourgeois	Massachusetts	51	85.0%	.417	.200	762
61	Kellen Barton	Tennessee	50	83.3%	.438	.231	761
62	Bobb X. Ha	Texas	50	83.3%	.440	.232	758
63	Matthew LaMagna	Virginia	51	85.0%	.414	.224	758
64	Patrick Haynes	North Carolina	51	85.0%	.407	.235	758
65	Jessica Blackwell	California	52	86.7%	.399	.241	757
66	Chris Miller	Kentucky	53	88.3%	.364	.226	757
67	Caryn Rogers	Australia & Oceania	53	88.3%	.365	.242	754
68	James Quintong	Connecticut	55	91.7%	.320	.219	751
69	Corey Crumley	Georgia	52	86.7%	.379	.246	750
70	Samantha Bertschmann	Massachusetts	51	85.0%	.398	.234	749
71	Jared Cubilla	Canada	54	90.0%	.327	.226	746
72	Dylan Mahoney	District of Columbia	50	83.3%	.413	.236	744
73	Tim Kane	California	57	95.0%	.272	.211	744
74	Jessica Woods	Maryland	51	85.0%	.389	.218	742
75	Deanna Rice	District of Columbia	53	88.3%	.345	.183	741
76	Sarah Nimchuk	Minnesota	57	95.0%	.256	.201	738
77	Bryan Hall	New York	50	83.3%	.403	.247	737
78	Daniel Henson	Georgia	51	85.0%	.382	.207	737
79	Sela Johnson	Missouri	57	95.0%	.249	.271	737
80	Ryan Friedman	New Hampshire	53	88.3%	.337	.200	736
81	Seth Frumkin	Maryland	50	83.3%	.399	.203	733
82	Cam Gordon	Canada	52	86.7%	.344	.242	730
83	David Kiang	Illinois	50	83.3%	.387	.213	728
84	Matt Konrad	Florida	51	85.0%	.365	.208	728
85	Jonathan Pinyan	New Jersey	51	85.0%	.368	.248	727
86	James Keogh	New York	53	88.3%	.320	.227	727
87	Max Berry	New York	51	85.0%	.367	.246	726
88	Ben Davis	United Kingdom	47	78.3%	.457	.268	725
89	Gregory Smith	California	51	85.0%	.357	.257	724
90	Mickey Pearson	Minnesota	52	86.7%	.336	.224	724
91	Kevin Conway	Canada	52	86.7%	.333	.250	723
92	Jon Shaner	Michigan	53	88.3%	.323	.205	723
93	Zak Frieling	Michigan	51	85.0%	.361	.235	722
94	Kristin Carideo	California	52	86.7%	.340	.212	722
95	Becky Chambers	Virginia	50	83.3%	.378	.238	721
96	Donna Welling	Alabama	51	85.0%	.357	.223	720
97	Cameron Taylor	Minnesota	48	80.0%	.418	.216	719
98	Dylan Minarik	Illinois	52	86.7%	.333	.212	718
99	Shane Updike	Washington	52	86.7%	.331	.206	717
100	Jack Price	Texas	52	86.7%	.327	.240	717
101	Myron Meyer	South Dakota	50	83.3%	.372	.283	716
102	Michael Wright	New Jersey	52	86.7%	.328	.232	716
103	Shaun Kuter	Arizona	48	80.0%	.414	.250	715
104	Jill Silva	Massachusetts	50	83.3%	.369	.218	715
105	Jeff Robinson	Maryland	54	90.0%	.287	.219	715
106	James Morton	Europe	50	83.3%	.358	.230	713
107	Jeffrey Kay	Pennsylvania	53	88.3%	.302	.223	713
108	Greg Holdahl	Wisconsin	48	80.0%	.409	.242	712
109	Brandon Gilbrech	California	50	83.3%	.365	.226	712
110	Bryce Wood	Ohio	49	81.7%	.384	.208	711
111	Scott Arthur	Canada	52	86.7%	.320	.213	711
112	Steve Feiler	Nevada	52	86.7%	.323	.206	710
113	James O'Donnell	Ohio	49	81.7%	.382	.237	708
114	Jenn Tulo	Virginia	53	88.3%	.304	.204	708
115	Chad Miller	Ohio	51	85.0%	.333	.207	707
116	Eric Grant	New York	54	90.0%	.277	.228	707
117	Nick Sabloff	Illinois	50	83.3%	.347	.239	706
118	Kelly Rabin	Washington	53	88.3%	.289	.191	706
119	Ilana Bergstrom	Europe	48	80.0%	.397	.198	705
120	Adam Ballard	Illinois	50	83.3%	.354	.204	704
121	Andrew Missel	Oregon	50	83.3%	.348	.235	704
122	Stephanie Bateman	Australia & Oceania	52	86.7%	.309	.226	704
123	James Fennell	South Carolina	49	81.7%	.368	.234	702
124	Emilee Wallace	California	49	81.7%	.372	.214	701
125	Martin Poteralski	Georgia	50	83.3%	.346	.220	701
126	Ben Sherick	Canada	48	80.0%	.387	.266	700
127	Andrew Blake	Maryland	51	85.0%	.318	.229	699
128	Matthew Burchanoski	Wisconsin	52	86.7%	.300	.240	699
129	Morgan Berry	Alabama	47	78.3%	.406	.219	697
130	Gabriel McMurren	Canada	48	80.0%	.386	.256	697
131	Jennie Hileman	Pennsylvania	49	81.7%	.360	.219	697
132	Ian McCutcheon	Pennsylvania	50	83.3%	.343	.236	696
133	Ross Bartell	California	49	81.7%	.360	.228	695
134	Andrew Dupont	California	51	85.0%	.319	.196	695
135	Andrew Medlin	Louisiana	50	83.3%	.332	.223	693
136	Jorge Cereghino	Florida	54	90.0%	.242	.216	693
137	Chella Caponigro	Colorado	46	76.7%	.416	.175	687
138	Sam Scarfone	Pennsylvania	47	78.3%	.395	.277	687
139	Jack Rousseau	California	49	81.7%	.340	.245	687
140	Regina Deppen	Europe	53	88.3%	.259	.233	686
141	Randall Lahann	Tennessee	53	88.3%	.252	.226	684
142	Dylan Borczon	Arizona	48	80.0%	.365	.256	682
143	Mary Beth Justus	Georgia	47	78.3%	.385	.237	681
144	Brady Berman	New York	48	80.0%	.363	.225	681
145	Phil Bucska	Michigan	49	81.7%	.336	.222	681
146	Patrick Manhas	Canada	53	88.3%	.250	.215	681
147	Kyle Leadbeater	Canada	47	78.3%	.377	.199	680
148	Brian Oliu	Minnesota	49	81.7%	.336	.219	680
149	Nick Lawson	California	51	85.0%	.291	.238	680
150	Matthew Hall	Georgia	50	83.3%	.312	.238	679
151	Joe Mehring	Wisconsin	47	78.3%	.371	.236	678
152	Elisha Sircy	South Carolina	44	73.3%	.455	.223	677
153	Robbie Young	Canada	46	76.7%	.401	.259	677
154	Matt Smith	Australia & Oceania	46	76.7%	.394	.227	676
155	Ryan Kendall	Florida	49	81.7%	.327	.227	676
156	Tomás Aguilar-Fraga	Indiana	50	83.3%	.305	.230	676
157	Jake Crane	California	54	90.0%	.220	.215	676
158	Andrew Murrell	United Kingdom	47	78.3%	.370	.226	675
159	Max Franklin	Pennsylvania	48	80.0%	.352	.231	675
160	Jason Piffier	Tennessee	52	86.7%	.260	.227	675
161	Jordan Brown	Colorado	55	91.7%	.212	.163	675
162	Evan Goldsmith	California	50	83.3%	.306	.209	673
163	Rachel Tiehes	Missouri	52	86.7%	.260	.207	672
164	Bob Garramone	New York	46	76.7%	.398	.241	671
165	Jeff Hofmann	Utah	50	83.3%	.296	.186	671
166	Trisha Roiniotis	California	50	83.3%	.293	.233	671
167	Chad Scott	Indiana	53	88.3%	.235	.196	671
168	Christopher Burke	Arizona	47	78.3%	.362	.261	670
169	Tom Minard	Canada	49	81.7%	.316	.225	670
170	Chris Bowers	Florida	46	76.7%	.384	.245	668
171	Mike Malloy	Minnesota	47	78.3%	.359	.225	668
172	Shawn Bondy	Arizona	47	78.3%	.357	.246	667
173	Stephen Fontenot	Texas	49	81.7%	.304	.243	667
174	Julianne Severe	Canada	52	86.7%	.256	.216	667
175	Mike Ricci	Minnesota	45	75.0%	.411	.244	666
176	Dan Goff	Kansas	48	80.0%	.330	.195	663
177	Andrew Morgan	Connecticut	50	83.3%	.288	.199	663
178	Kerry Davis	New York	48	80.0%	.327	.198	661
179	Jeff Miller	California	52	86.7%	.244	.210	661
180	Mark Morris	Alabama	54	90.0%	.198	.221	661
181	Curtis Callaway	Georgia	45	75.0%	.399	.248	660
182	Dan Donkers	Canada	50	83.3%	.284	.205	660
183	Cathy Murphy	New Jersey	46	76.7%	.371	.239	659
184	Jesse Tow	Illinois	46	76.7%	.366	.235	659
185	Ryan Sitzman	Colorado	48	80.0%	.319	.256	659
186	Mike Gogel	New Jersey	50	83.3%	.279	.208	659
187	Elizabeth Dooley	Virginia	50	83.3%	.277	.218	659
188	Gina Newton	Europe	45	75.0%	.397	.254	658
189	Jonathan Hugendubler	Maryland	53	88.3%	.215	.200	658
190	Naveed Chowdhury	California	50	83.3%	.270	.229	657
191	Paul Campbell	California	50	83.3%	.278	.189	656
192	John O'Laughlin	California	51	85.0%	.254	.208	655
193	John Sims	Texas	52	86.7%	.230	.240	655
194	Pete Pfutzenreuter	Minnesota	47	78.3%	.339	.182	653
195	Jim Leo	Illinois	50	83.3%	.266	.223	652
196	Shaun Rogers	Pennsylvania	51	85.0%	.252	.229	652
197	Aaron Jackstadt	United States Territories	52	86.7%	.230	.180	652
198	Brad Heikkinen	Washington	53	88.3%	.212	.220	652
199	Nick Ratliff	Kansas	48	80.0%	.310	.207	651
200	Marty Harden	Canada	45	75.0%	.386	.234	650
201	Annie Wesol	New Jersey	50	83.3%	.268	.232	650
202	Aaron Pierce	Indiana	47	78.3%	.327	.210	649
203	Omar Sajjad	California	44	73.3%	.397	.284	648
204	Andy Smith	New Jersey	45	75.0%	.377	.229	648
205	Paul Deppen	Pennsylvania	50	83.3%	.260	.227	648
206	Elizabeth Fitzgerald	Virginia	48	80.0%	.308	.220	647
207	Alice Van Bostelen	Canada	48	80.0%	.302	.235	647
208	Brian Morehouse	Connecticut	48	80.0%	.295	.206	647
209	Kyle Smith	California	49	81.7%	.282	.223	647
210	John Trainer	Virginia	44	73.3%	.397	.259	646
211	Kelly Christ	Maryland	50	83.3%	.263	.188	646
212	Noah Crane	New Hampshire	48	80.0%	.296	.234	645
213	Robin Runyan	Michigan	50	83.3%	.262	.207	645
214	T. J. Sizemore	North Carolina	46	76.7%	.339	.233	644
215	Galen Benshoof	Minnesota	49	81.7%	.281	.217	644
216	Josh Katz	Texas	43	71.7%	.421	.235	643
217	Victor Pavao	Massachusetts	47	78.3%	.326	.240	643
218	Jessica Woodbridge	Washington	45	75.0%	.366	.212	642
219	Bill Patschak	Maryland	46	76.7%	.352	.244	642
220	Anthony Peek	Louisiana	46	76.7%	.345	.218	642
221	Viv Banks	Australia & Oceania	46	76.7%	.341	.238	641
222	Jeffrey Seymour	Wisconsin	46	76.7%	.339	.197	641
223	Jack Brounstein	Texas	46	76.7%	.341	.241	640
224	Erik Eide	Canada	46	76.7%	.335	.206	640
225	Alex Connor	Ohio	48	80.0%	.292	.221	640
226	Chris Abrams	Nevada	49	81.7%	.271	.187	640
227	Zach Rener	Texas	47	78.3%	.315	.206	638
228	Brenda Bryant	California	46	76.7%	.336	.193	637
229	Brian Hight	Michigan	47	78.3%	.302	.259	637
230	Sean Brittain	Washington	48	80.0%	.288	.220	637
231	James Lynch	Illinois	48	80.0%	.285	.220	637
232	Andrew Shields	Minnesota	47	78.3%	.312	.208	636
233	Nem Ngo	Pennsylvania	48	80.0%	.281	.216	636
234	Joshua Berger	Colorado	45	75.0%	.357	.232	635
235	Nathaniel Balder	Massachusetts	47	78.3%	.309	.200	635
236	Jeff Frank	Indiana	47	78.3%	.304	.230	635
237	Joey Payo	Nevada	45	75.0%	.354	.229	634
238	Martie McQuain	Oregon	50	83.3%	.234	.231	634
239	Lauren Baker	Connecticut	48	80.0%	.277	.209	633
240	Phil Castagna	Pennsylvania	48	80.0%	.277	.236	632
241	Meinderd de Vries	Europe	47	78.3%	.302	.235	630
242	Andrew Nolan	California	43	71.7%	.389	.246	629
243	Andrea Sroczynski	Massachusetts	46	76.7%	.323	.236	629
244	Matt Schram	Kansas	47	78.3%	.301	.191	629
245	Dan Hanzus	California	46	76.7%	.320	.257	628
246	James Dowd	Hawaii	45	75.0%	.341	.240	627
247	Jordan Keller	Illinois	48	80.0%	.267	.229	627
248	Thom Crowley	Massachusetts	43	71.7%	.380	.242	626
249	Carlos Hernandez Fisher	Canada	43	71.7%	.383	.253	625
250	Mike Odenthal	New York	45	75.0%	.332	.223	625
251	James Washick	South Carolina	47	78.3%	.284	.203	625
252	Mike Varak	Illinois	49	81.7%	.246	.228	625
253	Matt Waits	Tennessee	47	78.3%	.288	.213	624
254	Esme Shaller	California	47	78.3%	.286	.241	624
255	Randy Dahl	Pennsylvania	48	80.0%	.271	.251	624
256	Kerry Meeuwse	Canada	49	81.7%	.248	.178	624
257	Roy Matsunaga	Oregon	43	71.7%	.385	.234	623
258	Iain Thoms	United Kingdom	44	73.3%	.351	.238	623
259	Lee Henry	Alabama	46	76.7%	.302	.224	623
260	Matt Morong	Massachusetts	46	76.7%	.311	.195	622
261	Shannon Joy	Pennsylvania	48	80.0%	.256	.242	622
262	Josette Curtis	Washington	52	86.7%	.185	.154	620
263	Darren Hundt	Texas	45	75.0%	.320	.248	616
264	Paul Bayes	Australia & Oceania	46	76.7%	.299	.222	616
265	Christopher Blersch	New York	52	86.7%	.167	.209	616
266	John Monahan	United Kingdom	45	75.0%	.315	.235	615
267	Alex Hovan	California	45	75.0%	.313	.205	614
268	Miranda Wimberley	Missouri	47	78.3%	.270	.249	614
269	Mariah Townsend	Alabama	48	80.0%	.250	.177	613
270	Joey George	Canada	43	71.7%	.365	.235	612
271	Paul Taton	Indiana	45	75.0%	.316	.212	612
272	Kevin Devine	Missouri	46	76.7%	.293	.218	612
273	Sean Calhoun	Iowa	47	78.3%	.261	.241	612
274	Mike Petersen	Minnesota	42	70.0%	.386	.229	611
275	Kari Race	Wisconsin	42	70.0%	.384	.231	610
276	Ben Wolford	United Kingdom	40	66.7%	.430	.278	609
277	Louis Bordallo	Washington	45	75.0%	.307	.253	609
278	Scott Barry	Tennessee	45	75.0%	.305	.217	609
279	Paul Secrest	Washington	46	76.7%	.288	.212	609
280	Daniel Welsch	Arizona	44	73.3%	.326	.253	608
281	Will Johnson	Virginia	47	78.3%	.262	.217	608
282	Staci Ganje	Oregon	48	80.0%	.243	.205	608
283	Michael Tworzydlo	Texas	43	71.7%	.358	.216	607
284	Christian Givens	Florida	46	76.7%	.279	.198	606
285	Jeremy Pinches	Minnesota	47	78.3%	.257	.224	606
286	Michael Livengood	New York	44	73.3%	.320	.191	605
287	Kristen Kinne	Virginia	45	75.0%	.302	.226	605
288	Stanley Park	California	46	76.7%	.282	.198	605
289	Ryan Carr	Indiana	44	73.3%	.327	.221	604
290	Michelle Ranks	Michigan	45	75.0%	.297	.203	604
291	Simon Ashton	South Carolina	44	73.3%	.314	.233	603
292	Steve Lichtenstein	California	42	70.0%	.374	.205	602
293	Quinn Goodwillie	Illinois	47	78.3%	.249	.232	602
294	Josh Rouse	Georgia	46	76.7%	.270	.210	601
295	Stephen Ours	Virginia	44	73.3%	.321	.247	600
296	Christine Irwin	Canada	45	75.0%	.290	.267	600
297	Erik Kreutner	South Carolina	47	78.3%	.250	.187	600
298	Natalia Lavric	New York	46	76.7%	.272	.212	599
299	Jamie Phelps Proctor	Illinois	45	75.0%	.294	.250	598
300	Jeremy Bragg	Arkansas	47	78.3%	.236	.216	598
301	Tony Dobish	Virginia	48	80.0%	.223	.201	598
302	Kevin Carter	Arizona	46	76.7%	.260	.249	596
303	Terence Shannon	New York	45	75.0%	.289	.243	595
304	Candy Murphy	Virginia	45	75.0%	.283	.228	593
305	Stuart Johnston	Europe	44	73.3%	.300	.231	592
306	Jordan Smith	North Carolina	46	76.7%	.251	.238	592
307	Colin Gillespie	New York	42	70.0%	.344	.233	591
308	Lee DiGeorge	New York	43	71.7%	.326	.228	591
309	Heather Dixon	Tennessee	44	73.3%	.293	.236	590
310	Nick Matchen	Illinois	43	71.7%	.321	.255	589
311	Andrew Almas	Canada	46	76.7%	.244	.218	589
312	Randy Romig	Ohio	52	86.7%	.126	.166	589
313	Tim Heir	Europe	47	78.3%	.227	.212	588
314	Brian Gross	Georgia	47	78.3%	.226	.197	588
315	Ana Rodriguez	Latin America & Caribbean	46	76.7%	.248	.204	587
316	Michael Faye	Canada	46	76.7%	.245	.230	587
317	Jason Phipps	Wisconsin	44	73.3%	.297	.233	586
318	David Alspector	Colorado	44	73.3%	.291	.225	586
319	Joe Jennings	Australia & Oceania	40	66.7%	.395	.251	585
320	Joel Fowler	Virginia	44	73.3%	.282	.230	584
321	Mark Kocina	Michigan	46	76.7%	.245	.208	583
322	Kelly Hallman	Texas	44	73.3%	.279	.227	582
323	Bee Jordan	Colorado	43	71.7%	.311	.239	581
324	Matt Houchin	Georgia	43	71.7%	.299	.254	581
325	Eric Douglass	South Carolina	44	73.3%	.276	.215	581
326	Jason Baldwin	Missouri	42	70.0%	.329	.250	580
327	Amy Hughes	Australia & Oceania	45	75.0%	.256	.164	579
328	Tiffany Friend	Pennsylvania	46	76.7%	.233	.196	578
329	Paul Harrington	Canada	48	80.0%	.185	.183	578
330	Rachel Nolan	New York	38	63.3%	.445	.259	577
331	Jasmine Allen	Oregon	48	80.0%	.189	.174	577
332	Shannon Jamison	Virginia	44	73.3%	.277	.210	576
333	Isaac Katzanek	California	45	75.0%	.249	.225	576
334	Leslie Prusinski	Ohio	45	75.0%	.248	.218	576
335	Victoria York	New York	46	76.7%	.225	.198	576
336	Callan Gault	Australia & Oceania	48	80.0%	.185	.191	576
337	Dan Passner	New Jersey	41	68.3%	.345	.237	575
338	Jonathan Berger	Pennsylvania	45	75.0%	.247	.211	575
339	Andy Greeley	Washington	41	68.3%	.341	.244	574
340	Christine Ibert	New York	45	75.0%	.249	.209	574
341	Rich Weber	Oregon	47	78.3%	.199	.184	573
342	Brad Fischer	Illinois	42	70.0%	.321	.248	572
343	Stuart McPhee	Australia & Oceania	43	71.7%	.293	.221	572
344	Sarah Foster	Canada	43	71.7%	.288	.235	572
345	Morgan Venkus	Illinois	41	68.3%	.341	.259	571
346	Sarah Adelhart	Oregon	44	73.3%	.267	.182	570
347	Kevin Klein	Canada	43	71.7%	.283	.196	569
348	Chuck Pearson	Tennessee	45	75.0%	.233	.219	569
349	Nikki Shrader	Virginia	44	73.3%	.251	.217	567
350	Tom Forbes	Pennsylvania	45	75.0%	.228	.217	567
351	Holland Riddell	Kentucky	48	80.0%	.171	.176	567
352	Elaine Chung	California	48	80.0%	.157	.215	565
353	John Hocking	Australia & Oceania	42	70.0%	.295	.229	564
354	Michael Kane	Pennsylvania	42	70.0%	.302	.244	563
355	Alex House	Canada	42	70.0%	.295	.236	563
356	William Stodden	Iowa	43	71.7%	.266	.221	561
357	Jeremy Tsai	New Jersey	44	73.3%	.236	.235	561
358	Meghan Steele	Virginia	46	76.7%	.207	.178	561
359	Ben Thomas	Utah	45	75.0%	.221	.179	560
360	James Comer	Rhode Island	43	71.7%	.263	.212	558
361	Shane Stonecipher	Illinois	43	71.7%	.260	.214	558
362	Steve Morrison	Tennessee	46	76.7%	.192	.193	558
363	Dave Miklos	Illinois	41	68.3%	.314	.240	557
364	Blair Johnson	California	46	76.7%	.194	.197	556
365	Noah Vittor	New York	39	65.0%	.364	.229	555
366	Tracey Hickman	Oklahoma	45	75.0%	.201	.218	554
367	Martin Suresh	Virginia	44	73.3%	.239	.187	553
368	Janice Sauls	Australia & Oceania	42	70.0%	.285	.179	552
369	Evan Balafas	New York	43	71.7%	.258	.213	552
370	Elisabeth Evan	Ohio	46	76.7%	.187	.160	552
371	John Rummage	North Carolina	42	70.0%	.268	.224	551
372	Ryan Munley	Pennsylvania	41	68.3%	.292	.236	550
373	Laura Savolainen	Minnesota	43	71.7%	.249	.180	549
374	Joel Atkinson	Indiana	44	73.3%	.216	.227	548
375	Samuel Martin Bailey	District of Columbia	43	71.7%	.243	.242	547
376	Breanna Olsen	Minnesota	44	73.3%	.225	.193	547
377	Bob Majzler	California	44	73.3%	.215	.228	547
378	Ronnie Fritz	Colorado	41	68.3%	.289	.210	545
379	Matthew Shook	Oregon	41	68.3%	.283	.238	545
380	Catlin Gardner	Oklahoma	42	70.0%	.268	.251	545
381	Darren Wagner	California	42	70.0%	.268	.216	545
382	Lauren Kenny	Florida	38	77.6%	.376	.225	544
383	Nic Pruitt	Maine	41	68.3%	.280	.246	543
384	Angie Garbini	Pennsylvania	42	70.0%	.262	.207	543
385	Jodie Piercey	Canada	42	70.0%	.258	.215	543
386	Bradley Smith	Australia & Oceania	41	68.3%	.288	.195	542
387	David Hickox	Alabama	41	68.3%	.282	.201	542
388	Cord Pack	Arizona	42	70.0%	.264	.193	542
389	Jaime Ebane	Iowa	43	71.7%	.228	.209	542
390	Aaron Varnam	North Carolina	37	61.7%	.392	.232	541
391	Nuwan Peiris	Australia & Oceania	41	68.3%	.282	.252	541
392	Patrick O'Kane	United Kingdom	39	65.0%	.332	.252	540
393	Erin Blanco	Maryland	42	70.0%	.255	.209	540
394	Akosua Asante	Canada	42	70.0%	.249	.221	540
395	Craig Krushinski	Connecticut	43	71.7%	.224	.208	539
396	Gabe Forrest	Missouri	43	71.7%	.224	.188	539
397	Abel Gilsing	Europe	47	78.3%	.137	.197	539
398	Christian Miller	Texas	43	71.7%	.229	.200	538
399	Bryan Martin	California	44	73.3%	.209	.190	538
400	Troy Guthrie	Indiana	44	73.3%	.204	.204	538
401	Sean Nelson	Tennessee	41	68.3%	.279	.232	537
402	Michael Olson	Minnesota	43	71.7%	.218	.201	537
403	Drew Seid	Pennsylvania	40	66.7%	.294	.230	536
404	Daniel White	Oregon	43	71.7%	.226	.207	536
405	Mike Vallano	North Carolina	44	73.3%	.194	.181	536
406	Michael Arjona	Georgia	47	78.3%	.134	.164	536
407	Jeremy Ramage	Ohio	41	68.3%	.270	.210	535
408	Eric Shurson	Minnesota	44	73.3%	.196	.206	533
409	Doug Alexander	Oklahoma	44	73.3%	.195	.174	533
410	Eddie Zuniga	California	46	76.7%	.152	.178	533
411	Anne Casey	Minnesota	43	71.7%	.220	.184	532
412	Brian Hamilton	Oregon	39	65.0%	.317	.211	531
413	Jordan Brownstein	Virginia	40	66.7%	.281	.248	531
414	Brandon Kendhammer	Ohio	44	73.3%	.187	.195	531
415	Kelly Shultz	Texas	42	70.0%	.240	.193	530
416	Brian Berry	California	37	61.7%	.374	.220	529
417	Adam Holliday	Australia & Oceania	39	65.0%	.307	.221	529
418	Moniqueka Vines	Washington	39	65.0%	.312	.231	528
419	Mark Visco	Michigan	43	71.7%	.201	.229	528
420	Gerry Beckett	Kansas	40	66.7%	.276	.200	526
421	Matt Aumann	Wisconsin	43	71.7%	.205	.217	526
422	Julie McDermitt	Illinois	39	65.0%	.302	.226	525
423	John Gullion	Tennessee	41	68.3%	.249	.231	525
424	Nate Muckley	Illinois	38	63.3%	.325	.241	523
425	Adam Escandell	Texas	40	66.7%	.278	.232	523
426	Dan Puma	Illinois	43	71.7%	.201	.185	523
427	Daniel Irving	Texas	42	70.0%	.216	.199	522
428	Kevin McCabe	Colorado	45	75.0%	.143	.225	522
429	Michael Wu	Missouri	39	65.0%	.300	.272	521
430	Steven Sroczynski	Massachusetts	43	71.7%	.197	.204	521
431	Dylan Feese	Indiana	38	79.2%	.327	.216	520
432	Jennifer Straus	New York	40	66.7%	.264	.224	520
433	Aaron Kozak	Canada	41	68.3%	.236	.213	519
434	Gwen Abrams	Nevada	42	70.0%	.218	.195	518
435	Laura Palombo	Canada	43	71.7%	.181	.171	516
436	Nick Morgan	Ohio	42	70.0%	.211	.205	515
437	Ken Mitchell	California	41	68.3%	.231	.191	514
438	Jen Gable	Pennsylvania	43	71.7%	.183	.189	513
439	Adam Cook	Delaware	39	65.0%	.275	.203	512
440	Jillian DePaul	Massachusetts	40	66.7%	.252	.225	512
441	Jon Ford	United Kingdom	40	66.7%	.240	.252	511
442	Erik Klackner	New York	41	68.3%	.227	.207	511
443	Eric Sandler	Texas	41	68.3%	.222	.202	511
444	Ian Macbean	Texas	42	70.0%	.203	.200	511
445	David Kiger	District of Columbia	42	70.0%	.202	.206	511
446	Rafael Scarnati	Texas	39	65.0%	.267	.222	510
447	Brian Swyers	Pennsylvania	41	68.3%	.225	.183	510
448	Clare Fowler	United Kingdom	41	68.3%	.219	.212	510
449	Mark Collins	Illinois	44	73.3%	.157	.202	510
450	Matt Ange	Texas	45	75.0%	.127	.165	510
451	Ramapriya Rangaraju	Kentucky	37	61.7%	.317	.258	509
452	Keith Tomlinson	Minnesota	39	65.0%	.271	.226	509
453	George Craig	Indiana	40	66.7%	.246	.239	509
454	Billy Weaver	Virginia	43	71.7%	.163	.222	509
455	Martin Davis	New York	40	66.7%	.246	.209	508
456	Rahul Rao-Pothuraju	New York	41	68.3%	.221	.177	508
457	Chris Hale	Virginia	39	65.0%	.272	.227	505
458	Kellon Musgrove	North Carolina	38	63.3%	.282	.227	504
459	Court Wheeler	North Carolina	38	63.3%	.282	.226	504
460	Pablo Svirsky	Indiana	38	63.3%	.277	.206	502
461	Ryan Feltus	Australia & Oceania	40	66.7%	.232	.217	502
462	Katelyn Hendrick	Ohio	40	80.0%	.228	.160	502
463	Michael Patison	Texas	43	71.7%	.160	.168	502
464	Dustin Jacob	Minnesota	36	60.0%	.340	.237	501
465	Jemima Bird	Australia & Oceania	39	65.0%	.253	.247	501
466	Ozzie Fallick	California	40	66.7%	.221	.230	501
467	John Teufel	Colorado	41	68.3%	.209	.197	501
468	Daniel Bielenin	Massachusetts	41	68.3%	.202	.209	501
469	Janet Berry	Virginia	41	68.3%	.200	.187	501
470	Justin Griffin	New Mexico	43	71.7%	.156	.186	501
471	Robert Brice Russ	Alabama	36	70.6%	.335	.270	500
472	Jonathan Ference-Burke	Wisconsin	40	66.7%	.224	.234	500
473	Mark Harris	Canada	39	65.0%	.248	.226	498
474	Dave Fusti	Connecticut	39	65.0%	.241	.223	498
475	Sandra Johnson	Missouri	40	66.7%	.217	.203	497
476	Mark Thaler	Pennsylvania	41	68.3%	.192	.183	497
477	Jacob O'Rourke	Missouri	40	66.7%	.212	.192	495
478	Susan King	New Jersey	40	66.7%	.206	.195	495
479	Dave Finn	Europe	41	68.3%	.187	.201	495
480	Bobby Shaw	Texas	43	71.7%	.150	.202	494
481	Shawn Van Vliet	Canada	37	61.7%	.283	.221	492
482	Craig Moysey	Canada	36	60.0%	.316	.211	491
483	Mark Bohlin	Illinois	39	65.0%	.233	.210	491
484	Chris Donaghey	Indiana	35	85.4%	.345	.213	490
485	John Walton	United Kingdom	37	61.7%	.276	.256	488
486	Nick Williams	Colorado	40	66.7%	.201	.215	488
487	Owen Cooper	Alabama	34	56.7%	.371	.260	487
488	Ned Lauber	Illinois	36	60.0%	.312	.248	487
489	Ty Morita	Arizona	41	68.3%	.172	.171	487
490	Vince Vincenzo	New York	43	71.7%	.138	.186	487
491	Olivia Bourne	Canada	34	56.7%	.369	.241	486
492	Andy Barragry	Wisconsin	37	61.7%	.265	.237	483
493	Roger Rousseau	Canada	40	66.7%	.178	.209	482
494	Laura Houlihan	Louisiana	37	61.7%	.266	.210	481
495	Billy Bratton	Illinois	39	65.0%	.211	.196	481
496	Nick Fahey	Minnesota	38	63.3%	.233	.213	480
497	Brendan Kennedy	Canada	39	65.0%	.213	.196	480
498	Rachel Parons	Illinois	42	70.0%	.140	.190	480
499	Brian Bittmann	Pennsylvania	40	66.7%	.189	.162	479
500	Nir Goraly	Middle East	36	60.0%	.291	.216	478
501	Cory Dukowitz	Minnesota	39	65.0%	.202	.203	478
502	Sierra Sharpe	Michigan	34	79.1%	.341	.262	477
503	Paolo Pasco	California	35	58.3%	.316	.251	477
504	Erik Nickels	California	40	66.7%	.182	.162	477
505	Ross Murray	California	37	61.7%	.256	.247	476
506	Alex Dzurick	Missouri	38	63.3%	.228	.213	476
507	Brad Murphy	Colorado	39	65.0%	.195	.190	476
508	Paige Blake	California	41	68.3%	.155	.167	476
509	Bradley Good	New York	38	63.3%	.226	.198	474
510	Steve McLay	Europe	34	56.7%	.334	.262	473
511	Jeff Wyrick	Texas	40	66.7%	.170	.188	473
512	David Cook	Georgia	41	68.3%	.149	.180	473
513	Sofia Pralle	Washington	38	63.3%	.222	.224	472
514	Dan O'Connell	Canada	37	61.7%	.246	.216	471
515	Dean Acheson	California	37	61.7%	.245	.184	471
516	Katie Al	Oregon	40	66.7%	.168	.168	471
517	James Harbaugh	California	36	60.0%	.274	.224	470
518	Mathew Hummelshoj	Australia & Oceania	37	61.7%	.248	.205	470
519	Daniel Tapia	New Mexico	37	61.7%	.240	.236	470
520	Mazin Omer	Ohio	33	55.0%	.357	.250	469
521	Bob Anderson	Minnesota	38	63.3%	.210	.166	468
522	Billy Faires	Virginia	37	61.7%	.234	.205	467
523	Delano Barnes	Texas	37	61.7%	.229	.220	467
524	Tim Crockett	Washington	39	65.0%	.188	.151	467
525	Declan Sharkey	Canada	34	56.7%	.312	.217	465
526	Matt Coleman	Washington	35	58.3%	.278	.223	465
527	John Pedemonti	Connecticut	39	65.0%	.173	.184	465
528	Kyle Allen	Florida	40	66.7%	.156	.200	464
529	Niels Chemnitz	Delaware	35	58.3%	.289	.236	463
530	Cosmo Godfree	United Kingdom	34	56.7%	.316	.235	462
531	Brendan Simpkins	Australia & Oceania	38	63.3%	.196	.190	462
532	Philip DePaul	New York	41	68.3%	.122	.177	462
533	Jay Mueller	Iowa	37	61.7%	.219	.210	461
534	Jonathan Noah Ratliff	Oregon	38	63.3%	.181	.218	458
535	John Beck	Ohio	40	66.7%	.131	.166	456
536	Ben Russell Jones	United Kingdom	34	56.7%	.302	.240	455
537	Tanner Shields	New Jersey	35	58.3%	.262	.204	455
538	Brad Czankner	Pennsylvania	36	83.7%	.238	.199	455
539	Cristin Walsh	Australia & Oceania	36	60.0%	.234	.208	455
540	Stan Jastrzebski	Indiana	36	60.0%	.231	.235	455
541	Megan Catt	Australia & Oceania	37	61.7%	.210	.176	454
542	Diana Catenacci	Canada	37	61.7%	.209	.216	454
543	Tyler Berry	Canada	38	63.3%	.184	.187	454
544	Michael Sgroi	New York	40	66.7%	.135	.149	454
545	Kaitlin Burn	California	38	63.3%	.177	.170	452
546	Katie Loncar	Illinois	39	65.0%	.151	.144	452
547	Jen Bond	Canada	37	61.7%	.205	.196	449
548	JinAh Kim	Virginia	37	61.7%	.192	.206	448
549	Josh Davidson	Oklahoma	37	61.7%	.189	.170	447
550	Darren Petrosino	New Jersey	37	61.7%	.188	.217	447
551	Mark Saccaro	Missouri	31	83.8%	.379	.222	446
552	Timothy Taylor	Kentucky	36	60.0%	.223	.196	446
553	Sean Carmody	Tennessee	37	61.7%	.191	.203	446
554	Jay Boone	Alaska	37	61.7%	.181	.190	445
555	Scott Haskins	Wisconsin	36	60.0%	.203	.198	444
556	Andrew Mazzuca	Illinois	32	65.3%	.330	.211	441
557	Brad Berberet	Arizona	36	60.0%	.211	.178	441
558	Jessie Rezba	Illinois	38	63.3%	.148	.155	441
559	Josh DeSilvey	Washington	37	61.7%	.184	.184	440
560	Cortney McAllister	Texas	37	61.7%	.182	.166	440
561	Michael Schnapp	Canada	39	65.0%	.121	.153	440
562	Joshua Grischow	Ohio	35	58.3%	.220	.220	436
563	Josh Webber	Tennessee	35	58.3%	.219	.172	436
564	Chauncey Lo	California	37	61.7%	.176	.169	436
565	Hallie Allen	Florida	33	55.0%	.278	.232	435
566	Andrew Fisher	United Kingdom	34	56.7%	.256	.205	435
567	Stacy Bridgette	West Virginia	35	58.3%	.220	.200	435
568	Ryan Sholin	Virginia	33	55.0%	.284	.230	434
569	Adam Goldstein	New York	33	55.0%	.280	.209	434
570	Joshua Perry	Pennsylvania	34	56.7%	.250	.182	434
571	Lars Melton	Virginia	33	55.0%	.276	.207	433
572	Karen Steel	United Kingdom	36	60.0%	.188	.199	433
573	Bailey Angle	Virginia	32	53.3%	.292	.231	432
574	Neil Phillips	Oregon	37	61.7%	.161	.199	432
575	Richard Hoggard	Europe	38	63.3%	.133	.165	432
576	Sarah Cruise	Massachusetts	41	68.3%	.065	.118	432
577	Lindsay Selders	Washington	34	56.7%	.236	.209	430
578	Trent O'Connor	New York	33	55.0%	.254	.248	426
579	Joe Gambardello	New Hampshire	37	61.7%	.151	.172	425
580	Jason Escandell	Texas	30	50.0%	.346	.249	424
581	Leslea Strauss	Wisconsin	36	60.0%	.167	.185	424
582	Tommy Segi	Ohio	38	63.3%	.109	.134	424
583	Sarah Tuck	California	34	56.7%	.217	.213	423
584	Simon Victor	Africa	39	65.0%	.076	.141	422
585	Sarah Whisenhunt	Virginia	32	53.3%	.281	.194	421
586	Steven Brown	Virginia	37	61.7%	.133	.139	421
587	Michael Diaz	Pennsylvania	32	69.6%	.280	.231	420
588	Chad Kaddatz	Minnesota	33	55.0%	.249	.208	420
589	Robert Barclay	Colorado	37	61.7%	.129	.166	420
590	Carrie Thomas	Massachusetts	35	58.3%	.191	.177	419
591	Rebecca Rosenthal	Pennsylvania	36	60.0%	.149	.190	419
592	Mitchall Hall	Florida	33	55.0%	.236	.222	418
593	Nick Gillies	Australia & Oceania	35	58.3%	.180	.167	418
594	Kasey Gillam	Alaska	34	56.7%	.208	.192	417
595	Liz Fujita	Michigan	34	56.7%	.198	.193	417
596	John Riss	Illinois	35	58.3%	.173	.178	417
597	Adrian Lim	Hawaii	36	60.0%	.145	.179	415
598	Sarah Benner	Ohio	30	50.0%	.334	.218	414
599	Lin Prisbrey	New Jersey	35	58.3%	.169	.208	414
600	Rob Dallimore	Australia & Oceania	35	58.3%	.175	.190	413
601	Mara Byrne	New York	35	58.3%	.169	.177	413
602	Laura Winterstein	Minnesota	36	60.0%	.150	.152	413
603	Carter Mulvihill	Illinois	34	56.7%	.184	.202	412
604	Jenna Hull	California	36	60.0%	.137	.171	412
605	Andy Strange	Kentucky	36	60.0%	.134	.167	412
606	John Sheesley	Georgia	39	65.0%	.069	.136	412
607	Rich Gagliano	New York	32	53.3%	.255	.227	411
608	Mike Fix	Minnesota	33	55.0%	.222	.211	411
609	James Carberry	Louisiana	37	61.7%	.105	.126	410
610	Lauren Hartmann	Oregon	35	58.3%	.161	.175	409
611	Erik Christensen	Canada	31	51.7%	.281	.224	408
612	Lalit Maharjan	California	33	55.0%	.207	.213	408
613	Teddy Knox	Illinois	31	51.7%	.265	.258	407
614	Kurt Taube	Ohio	33	55.0%	.208	.201	406
615	Aaron Lichtig	Maryland	33	55.0%	.200	.186	406
616	Chris Bertschmann	Massachusetts	35	58.3%	.147	.185	406
617	Avi Mehta	Maryland	36	60.0%	.144	.121	406
618	Holly Acker	Virginia	32	53.3%	.232	.203	405
619	Nichelle Stephens	Georgia	34	56.7%	.173	.184	405
620	Tyrone Walden	Massachusetts	35	58.3%	.162	.202	405
621	Michael Beese	New Jersey	37	61.7%	.095	.174	405
622	Kent Rudolph	Kentucky	30	50.0%	.305	.223	404
623	Will Bodnar	Maryland	32	53.3%	.234	.232	403
624	Sam Luongo	Virginia	33	55.0%	.194	.214	403
625	Russ Hart	New York	35	58.3%	.132	.193	402
626	Steve Gee	Australia & Oceania	36	60.0%	.122	.127	402
627	Nathan Hamer	United Kingdom	30	50.0%	.290	.228	401
628	Amy Ess	Massachusetts	36	60.0%	.113	.124	401
629	Colleen Jennings	California	34	56.7%	.157	.187	400
630	Stephen Liu	California	33	55.0%	.188	.215	399
631	Holly Landaker	Oregon	36	60.0%	.119	.155	399
632	Brenden Ren	Utah	29	48.3%	.318	.212	398
633	Brian Thomas	Massachusetts	32	53.3%	.217	.182	398
634	Nate Koenecke	Wisconsin	30	50.0%	.286	.207	397
635	Lawrence Muldoon	Massachusetts	33	55.0%	.185	.192	397
636	Jen Wakefield	Indiana	35	58.3%	.124	.179	397
637	Joe Palmer	Massachusetts	35	58.3%	.118	.210	397
638	Tom MacInnes	United Kingdom	31	51.7%	.242	.223	396
639	Steve Bacinski	Michigan	33	55.0%	.180	.214	396
640	Adarsh Nednur	Texas	35	58.3%	.120	.157	396
641	Aiden Benshimol	Massachusetts	31	51.7%	.243	.198	395
642	Robert Brenner	California	31	51.7%	.241	.191	395
643	Michael Coates	Idaho	30	50.0%	.277	.225	394
644	Stephanie Perkins	Missouri	33	55.0%	.177	.158	394
645	Sean Cruise	Massachusetts	38	63.3%	.039	.074	393
646	Radu Popescu	Canada	30	50.0%	.268	.289	391
647	Dan Cowgill	Colorado	32	53.3%	.199	.230	391
648	Jason Palmer	Ohio	32	53.3%	.195	.172	389
649	Erica Brabander	Canada	32	53.3%	.192	.190	389
650	Krista Lorenz	California	33	55.0%	.169	.192	389
651	Jack Curtis	Washington	35	58.3%	.117	.123	389
652	Stephen Lesch	Canada	33	55.0%	.160	.183	386
653	Gavin Bristow	Illinois	31	51.7%	.221	.213	384
654	Andy Wehrman	Michigan	31	51.7%	.215	.215	384
655	David Cruickshank	United Kingdom	31	51.7%	.209	.210	384
656	William Neiswanger	Washington	35	58.3%	.098	.122	384
657	Noah Shear	Michigan	30	50.0%	.254	.184	383
658	Nicklaus Callister	Utah	32	53.3%	.174	.225	383
659	Prescott Angle	Asia	30	50.0%	.243	.225	381
660	Anne Dannhausen	Wisconsin	34	56.7%	.120	.148	381
661	Rich Poupard	Michigan	30	69.8%	.239	.199	380
662	Liz Arcand	Nebraska	34	56.7%	.116	.135	379
663	Steve Jack	Pennsylvania	32	53.3%	.171	.185	378
664	Arlo Lyle	Arkansas	32	53.3%	.164	.203	378
665	James Denning	Ohio	33	55.0%	.132	.184	378
666	Ani Phillips	Canada	34	56.7%	.104	.162	377
667	Mike Garcia	California	33	55.0%	.132	.162	376
668	Leon Sultan	California	30	50.0%	.234	.210	375
669	Eric Asenius	Alabama	30	50.0%	.220	.204	375
670	Rudra Ranganathan	Delaware	31	51.7%	.186	.179	375
671	Dee Ruttenberg	New Jersey	29	48.3%	.253	.219	374
672	Molly Bertschmann	Massachusetts	30	50.0%	.207	.222	372
673	Colin Powers	California	31	51.7%	.172	.192	370
674	Deb Wells	Pennsylvania	32	61.5%	.145	.180	370
675	Kevin Riordan	Asia	29	48.3%	.241	.197	369
676	Alex Coogan-Reeves	Illinois	25	69.4%	.389	.237	367
677	Benjamin Livingston	Minnesota	30	50.0%	.200	.254	367
678	Garret Spelrem	Canada	31	51.7%	.162	.150	366
679	Molly Risley	Tennessee	33	55.0%	.111	.117	366
680	Sara Driver	Oklahoma	35	58.3%	.062	.066	366
681	Marla Shaivitz	Maryland	33	55.0%	.102	.129	364
682	Tamir Haber	Middle East	26	43.3%	.342	.233	363
683	Carrie Weekly	Ohio	33	55.0%	.102	.129	363
684	Kim Goldenbaum	New Jersey	29	48.3%	.227	.215	362
685	Caitlyn Hall	Arizona	32	53.3%	.120	.161	361
686	William Travis	Texas	28	50.9%	.257	.199	359
687	Peter Paik	Virginia	30	50.0%	.180	.150	358
688	Krista Pennington	Michigan	30	50.0%	.178	.215	358
689	Xanni Brown	Connecticut	29	48.3%	.206	.209	357
690	Christopher VanDyke	New York	27	45.0%	.282	.239	356
691	Allison Conway	Texas	30	50.0%	.177	.201	355
692	Patrick G. Matthews	Delaware	31	51.7%	.132	.174	355
693	Luke Steelman	Oklahoma	30	50.0%	.169	.161	354
694	Joe Merrell	United Kingdom	31	51.7%	.129	.142	354
695	Ryan Young	Texas	25	83.3%	.359	.215	353
696	John Kopp	Pennsylvania	29	48.3%	.207	.211	353
697	Euan Hague	Illinois	29	48.3%	.200	.196	353
698	Josh Hill	Arkansas	29	48.3%	.194	.165	351
699	Hailey James	Texas	29	48.3%	.187	.208	351
700	Frederic Garvey	Missouri	28	46.7%	.222	.242	350
701	Stephen Shaffer	Kansas	29	48.3%	.192	.191	349
702	Nolan Jones	Indiana	26	43.3%	.288	.284	345
703	Gail Celio	Minnesota	28	46.7%	.193	.250	344
704	Kevin Selenich	North Carolina	29	67.4%	.174	.228	343
705	Jeff Weiner	Minnesota	31	51.7%	.104	.116	342
706	Andrew Child	Ohio	32	53.3%	.072	.108	342
707	Alli Pearce	Canada	26	89.7%	.271	.140	341
708	Riley Ray	Oklahoma	27	45.0%	.237	.257	340
709	Brian Dalek	Pennsylvania	30	50.0%	.129	.197	340
710	Greg Garbee	Florida	28	46.7%	.192	.160	338
711	Justin Hatmaker	District of Columbia	31	51.7%	.093	.111	336
712	Cliff Marshall	South Carolina	25	75.8%	.290	.232	335
713	Jesse Grass	Canada	29	67.4%	.143	.222	335
714	Elizabeth German	New Jersey	30	50.0%	.113	.137	335
715	Pam Yosca	Massachusetts	30	50.0%	.110	.135	335
716	Becky Geggatt	New York	31	51.7%	.086	.126	335
717	Matt Wadden	New Jersey	26	43.3%	.262	.214	334
718	Cathy Erpelding	Minnesota	30	50.0%	.110	.159	334
719	Josh Maxwell	New Jersey	29	48.3%	.141	.184	333
720	Ryan Sun	California	24	40.0%	.318	.285	331
721	Rebecca Thomas	Georgia	29	48.3%	.132	.206	331
722	Ben Koppel	New York	27	45.0%	.203	.180	329
723	Phil Geary	Canada	27	45.0%	.190	.205	325
724	Dan Shanafelt	Pennsylvania	27	55.1%	.185	.214	325
725	Neal Joshi	Missouri	27	45.0%	.184	.197	323
726	Phil Schneider	Colorado	28	46.7%	.151	.206	323
727	Julian Saddy	Canada	27	45.0%	.183	.126	322
728	Jane Bingham	West Virginia	29	48.3%	.094	.110	317
729	Jamey McDermott	New York	22	95.7%	.370	.244	316
730	Angelo Pennacchio	Minnesota	28	46.7%	.122	.154	316
731	Drew Ballard	Texas	26	57.8%	.190	.185	315
732	Will Singleton	Ohio	27	45.0%	.151	.219	313
733	Zac Bennett	Oklahoma	25	41.7%	.209	.201	308
734	Paul Lahaski	New Jersey	23	76.7%	.287	.247	305
735	Max Bucher	California	26	53.1%	.164	.157	305
736	Simon Boertmann Brüel	Europe	25	41.7%	.196	.185	304
737	Maija Lähteenmäki	Europe	26	43.3%	.159	.177	303
738	Aliza Sirota	New York	24	40.0%	.219	.300	300
739	Graham McNeil	Europe	26	57.8%	.147	.169	300
740	Daniel Naumovich	Illinois	30	50.0%	.000	.000	300
741	Tonya Jordan	Louisiana	26	43.3%	.150	.166	299
742	Jessica Chellino	Florida	23	38.3%	.266	.194	298
743	Ella Me	Alabama	22	36.7%	.306	.275	296
744	Christopher Sieling	Minnesota	24	50.0%	.205	.217	292
745	Adam Johnson	Minnesota	28	46.7%	.045	.122	292
746	Elana Grier	Wisconsin	26	61.9%	.115	.127	290
747	Ryan Jeakins	Illinois	28	46.7%	.034	.105	290
748	Dawson Bridger	Canada	25	41.7%	.148	.168	288
749	Nicholas Harrison	Canada	25	41.7%	.136	.169	285
750	Stephen Kramer	Virginia	25	41.7%	.128	.140	285
751	Quinn McGarry	Missouri	25	41.7%	.136	.118	284
752	Matt Smania	Michigan	23	38.3%	.211	.185	283
753	Edwin Haas	Kansas	19	73.1%	.396	.173	279
754	Scott Kim	Georgia	24	40.0%	.155	.159	279
755	Karen Riley	North Carolina	24	40.0%	.150	.159	279
756	Jason Mayfield	Alabama	21	35.0%	.272	.213	277
757	Alex Knobel	District of Columbia	24	40.0%	.142	.237	277
758	Donal Ryan	Missouri	22	36.7%	.231	.235	275
759	Mike Schmidt	Connecticut	25	41.7%	.094	.198	274
760	Alison Hommais	Europe	22	55.0%	.219	.202	273
761	David Siebler	Arizona	25	41.7%	.091	.144	273
762	Mateus Bez	Latin America & Caribbean	22	36.7%	.199	.251	272
763	Ami Steelman	Oklahoma	27	45.0%	.012	.022	272
764	Joe Nutter	Georgia	23	38.3%	.161	.170	271
765	Steve Charnick	New Jersey	23	38.3%	.162	.153	269
766	Hidehiro Anto	California	24	40.0%	.110	.110	267
767	James Gil	Canada	24	40.0%	.101	.168	267
768	Alison Gunnink	Wisconsin	25	41.7%	.070	.092	267
769	Stacy Reinert	California	22	36.7%	.184	.191	265
770	John Kocsis	Virginia	25	41.7%	.070	.062	264
771	Jennifer Quail	Michigan	22	36.7%	.169	.200	262
772	Swapnil Garg	California	25	41.7%	.051	.076	262
773	Meg Watts	Montana	25	41.7%	.053	.079	261
774	Brian Borchardt	Wisconsin	23	38.3%	.111	.186	255
775	Graham Golbuff	Washington	17	94.4%	.422	.208	253
776	Brad Williams	Wisconsin	23	38.3%	.097	.108	251
777	Lori-Ann Teevens	Canada	23	38.3%	.098	.116	250
778	Shauna McNally	Canada	23	38.3%	.086	.196	250
779	Bernice Cropper	Australia & Oceania	23	38.3%	.085	.110	250
780	George Atendido	Minnesota	23	38.3%	.078	.149	250
781	Michael Powell	Canada	21	37.5%	.165	.184	247
782	Wesley Erpelding	Minnesota	21	35.0%	.160	.203	245
783	Karen Pederson	Minnesota	24	40.0%	.024	.117	244
784	Mark Bodenrader	California	18	81.8%	.304	.188	243
785	Ellen Wehrman	Michigan	21	35.0%	.137	.181	243
786	Carrie Blaustein	Florida	21	35.0%	.142	.163	240
787	Chris Volinsky	New Jersey	21	70.0%	.139	.160	240
788	Sarah Minshall	Michigan	17	81.0%	.351	.259	239
789	Vin Mehnert	New Jersey	18	85.7%	.287	.200	239
790	Andy Sorg	Indiana	21	35.0%	.125	.169	238
791	Jimmy Dunn	Michigan	20	33.3%	.161	.154	237
792	Daniel DeFelippis	Illinois	20	33.3%	.150	.160	231
793	Dylan Deyotte	Canada	16	53.3%	.351	.252	225
794	Otto Bielss	Texas	20	57.1%	.124	.179	225
795	Brogan Ankenbauer	Texas	18	50.0%	.202	.242	221
796	Danielle Long	Illinois	20	33.3%	.104	.100	221
797	Marc Raymond	Asia	18	60.0%	.206	.170	220
798	Chris King	United Kingdom	22	62.9%	.000	.000	220
799	Peter Donarum	Maryland	21	35.0%	.043	.047	218
800	Truman Bennet	Indiana	19	31.7%	.147	.131	217
801	Aaron Fabas	Connecticut	21	35.0%	.038	.111	217
802	Julian Higuerey Nunez	Canada	18	30.0%	.164	.186	215
803	Christine Yearing	New York	19	63.3%	.118	.131	213
804	Blake Andert	Minnesota	18	30.0%	.166	.162	212
805	Lili Omilian	Michigan	21	35.0%	.003	.013	210
806	Jeremy Couturier	Michigan	19	76.0%	.106	.125	208
807	Miranda Cockrell	Ohio	17	28.3%	.203	.179	206
808	Ben Leese	New York	16	61.5%	.248	.225	205
809	Paul Lensing	Louisiana	14	93.3%	.385	.159	203
810	Sean Forman	Virginia	15	83.3%	.310	.225	203
811	Gary McAlpine	Alaska	16	84.2%	.242	.226	203
812	Kristina Wilson	Illinois	18	72.0%	.104	.109	198
813	Tom Piccolo	Connecticut	14	66.7%	.343	.256	197
814	Blair Tisius	New York	18	43.9%	.086	.152	196
815	Michael Mannheimer	Oregon	15	62.5%	.252	.281	195
816	Richard Smith	Maryland	17	70.8%	.143	.166	194
817	Bradley Kirksey	North Carolina	16	26.7%	.165	.165	190
818	Valerie Ogonor	Georgia	18	30.0%	.051	.056	187
819	Jonathan Hunter	Florida	15	25.0%	.195	.252	184
820	Joseph Rocamora	Asia	16	66.7%	.138	.186	182
821	Nathan Miller	Washington	13	72.2%	.328	.241	179
822	Jake Sundberg	Louisiana	16	26.7%	.118	.218	179
823	Trevor Greissinger	Wisconsin	16	26.7%	.114	.179	177
824	Bryan Townsend	Missouri	14	48.3%	.231	.211	176
825	Jury Razumau	Europe	17	28.3%	.038	.059	176
826	Dan Clark	Canada	14	51.9%	.211	.246	173
827	Ben Hofstetter	Maryland	16	61.5%	.079	.150	173
828	Dan Frank	Colorado	12	92.3%	.355	.220	169
829	Eric Boes	Oregon	14	58.3%	.192	.242	167
830	Jessica Cosme	California	14	70.0%	.188	.179	167
831	Kenneth Martin	Illinois	14	23.3%	.176	.234	167
832	Shane Summers	Kansas	11	73.3%	.422	.203	166
833	Matt Dobmeier	New York	11	78.6%	.426	.213	165
834	Michelle Williams	Australia & Oceania	12	80.0%	.330	.248	165
835	Adam de Smith	California	11	68.8%	.401	.257	162
836	Kath Costello	Other	12	85.7%	.291	.197	160
837	Joseph O'Connell	District of Columbia	15	57.7%	.061	.154	159
838	Kristin Pierce	Missouri	15	25.0%	.054	.133	159
839	Bradley Keith	Pennsylvania	10	100.0%	.493	.319	158
840	Elizabeth Gross	California	11	78.6%	.380	.200	158
841	Karleen Goebel	Minnesota	14	60.9%	.117	.158	158
842	Michael Shang	Maryland	14	23.3%	.115	.136	158
843	Justin Smith	Massachusetts	12	85.7%	.265	.196	156
844	Natan Holtzman	California	13	61.9%	.178	.184	155
845	Daniel Sargeant	Pennsylvania	11	91.7%	.339	.288	153
846	Matthew Ginsburg	District of Columbia	11	78.6%	.319	.251	151
847	Mike Kasper	Hawaii	12	70.6%	.221	.219	150
848	Liam Buck	Minnesota	12	20.0%	.226	.169	149
849	Peter Gardner	Florida	11	91.7%	.294	.266	148
850	Steve Frischer	New Jersey	10	83.3%	.401	.214	147
851	Matthew Grieco	New York	12	54.5%	.198	.179	146
852	Kevin Zmudzinski	California	12	40.0%	.177	.202	144
853	Ryan McCabe	California	12	46.2%	.165	.211	143
854	Cindy Halter	Alabama	12	20.0%	.158	.187	141
855	John Perry	United Kingdom	9	81.8%	.473	.221	139
856	Lucas Smith	New Jersey	11	91.7%	.242	.144	139
857	Todd Little	Washington	10	66.7%	.326	.234	137
858	Jerry Wacek	Wisconsin	10	90.9%	.320	.253	136
859	Jeremy Vachon	Minnesota	10	71.4%	.318	.249	136
860	Katarina Krivoku?a	Europe	12	41.4%	.114	.124	134
861	Tiffany Campbell	Canada	11	73.3%	.191	.172	131
862	Tyler Cummings	Canada	11	78.6%	.169	.309	130
863	Patrick Sullivan	Canada	13	21.7%	.001	.001	130
864	Jason Frogner	Minnesota	11	61.1%	.161	.216	129
865	Curtis Wright	Canada	11	68.8%	.135	.161	126
866	Martha Riley	Indiana	12	41.4%	.044	.069	126
867	Robby Byers	Iowa	9	64.3%	.329	.196	125
868	Kamal Badran	Europe	11	78.6%	.130	.192	125
869	Andrew Menchal	Wisconsin	8	80.0%	.447	.216	122
870	Tyler Haisten	Oklahoma	9	64.3%	.276	.264	118
871	Patrick Clark	California	9	56.2%	.269	.234	117
872	Siddarth Kumar	California	10	25.0%	.159	.159	117
873	Emily Fletcher	Texas	10	16.7%	.134	.155	114
874	Spencer Thrope	Middle East	10	66.7%	.134	.220	114
875	Scott Witt	South Carolina	10	71.4%	.130	.199	114
876	Kevin Elliott	Ohio	8	88.9%	.351	.163	112
877	Nicole Dubbiosi	North Carolina	8	80.0%	.320	.210	110
878	Kate Deppen	Pennsylvania	8	66.7%	.304	.220	108
879	James Rice	Virginia	9	60.0%	.188	.173	108
880	Alex Introini	Florida	9	81.8%	.165	.165	106
881	Chris Romero	Texas	8	88.9%	.296	.171	105
882	Andrew Allen	Virginia	8	80.0%	.279	.228	104
883	William Dobbie	Michigan	8	66.7%	.275	.221	103
884	Ben Hart	United Kingdom	8	72.7%	.253	.235	102
885	Anthony DiCarlo	California	8	13.3%	.248	.261	102
886	Susan Corbus	Illinois	10	16.7%	.033	.061	102
887	Rhea Piffier	Tennessee	6	85.7%	.554	.162	100
888	Daniel Sheinberg	South Dakota	7	36.8%	.362	.261	99
889	Jason Schad	Illinois	8	80.0%	.211	.204	99
890	Brett Lawrence	Australia & Oceania	7	87.5%	.350	.241	98
891	Adam Bartel	Texas	7	77.8%	.347	.159	98
892	Ryan McNutt	Canada	6	66.7%	.503	.214	96
893	Sam Clayton	Europe	8	80.0%	.161	.182	95
894	Coby Tran	Oregon	9	15.0%	.049	.045	93
895	Lukas Stevens	Europe	6	60.0%	.455	.278	91
896	Sally Speekenbrink	Australia & Oceania	7	87.5%	.273	.098	91
897	Moran Chavez	California	8	88.9%	.142	.160	90
898	Stacy Easley	Arizona	8	72.7%	.107	.152	88
899	Michael McDuffee	Indiana	7	63.6%	.231	.247	87
900	Noel Pierson	Illinois	7	77.8%	.202	.193	85
901	Joshua Gower	South Carolina	7	77.8%	.184	.183	85
902	Jennifer Fowkes	New York	7	63.6%	.194	.157	83
903	Lisa Krcmarik	Pennsylvania	8	50.0%	.041	.043	82
904	Joe Alfano	Texas	8	61.5%	.020	.095	80
905	Darin McCandless	California	6	85.7%	.276	.233	79
906	Matthew Stern	Alabama	6	66.7%	.276	.238	78
907	Aaron Ward	Ohio	6	66.7%	.251	.220	78
908	Chase Holbrook	Kentucky	7	11.7%	.063	.212	73
909	Jonas Winblad	Europe	6	54.5%	.199	.170	72
910	Chrissy Tobin	Florida	6	85.7%	.160	.178	70
911	Andy McLaughlin	Massachusetts	5	83.3%	.286	.178	67
912	Elisa Longeri	Europe	5	55.6%	.228	.208	62
913	Dan Pratt	Massachusetts	5	62.5%	.219	.174	61
914	James McDonald	Iowa	6	60.0%	.021	.132	61
915	Michael Morrone	Illinois	4	80.0%	.407	.160	59
916	Michael Kettler	Ohio	5	50.0%	.137	.181	58
917	Shea Carroll	Montana	4	50.0%	.324	.274	55
918	Anthony Troullier	Minnesota	5	71.4%	.052	.098	53
919	Parth Jagtap	Canada	4	30.8%	.222	.150	50
920	Christopher Stewart	Oklahoma	4	50.0%	.178	.143	47
921	Martin Hyde	Oregon	3	75.0%	.365	.235	42
922	Jose Madero	Texas	3	60.0%	.353	.199	42
923	Losha Ndemeno-Tegomoh	Minnesota	3	75.0%	.197	.091	36
924	Dawn MacMillan	Canada	3	33.3%	.124	.159	34
925	Khang Le	Texas	3	75.0%	.101	.112	33
926	John Petrovich	Indiana	2	50.0%	.511	.334	32
927	Leslie Mabbott	Arizona	3	23.1%	.069	.181	32
928	Louis Johnson	Alabama	3	11.1%	.037	.204	31
929	Tim Mak	New York	2	40.0%	.426	.131	30
930	Wade Oliver	Tennessee	2	66.7%	.413	.092	30
931	Taggart Sorensen	Washington	3	60.0%	.000	.000	30
932	Karyn Tzapu	Australia & Oceania	2	40.0%	.242	.130	26
933	Kyle Reilly	California	2	28.6%	.197	.185	24
934	Brett Seeburger	California	2	50.0%	.105	.084	22
935	Andrew Cockrell	Ohio	2	66.7%	.000	.000	20
936	Ben Rayner	New York	1	20.0%	.520	.182	16
937	Shannon Cleary	Virginia	1	50.0%	.465	-1.000	16
938	Jeff Wells	New York	1	50.0%	.094	.240	11
939	David Oshell	Maryland	1	33.3%	.055	.214	10
940	Ali Hamzeh	Texas	1	5.9%	.051	.100	10
941	Amy Wright	Canada	1	100.0%	.000	-1.000	10
942	Raymond Ghrigsby	Tennessee	0	0.0%	-1.000	-1.000	0
943	Zach Shoffner	Kansas	0	0.0%	-1.000	-1.000	0
944	Leo Law	Florida	0	0.0%	-1.000	.387	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.