City Chooser

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1	City	Region	Major University	Rank Average	Average Rank	Total Rank	Average	Total	Walk Score	Transit Score	Bike Score	Best Cities	General Rank	Biology Rank	Molecular Rank	Microbio Rank	Astrobio Rank	Adjusted Walkability	Adjusted Transitability	Adjusted Bikability	Adjusted Best City	Adjusted General Rank	Adjusted Biology Rank	Adjusted Molecular Rank	Adjusted Microbio Rank	Adjusted Astrobio Rank	Sum	Large City	Citycast	Large University	Interesting Region	High Speed Rail	Regional Rail	Light Rail	Streetcar/Tram	Trolley Busses	Transit Quality	Active Expansion	Low Sprawl	Campus Rail Access	Campus Proximity to City	Near-Campus Dining Options	Nearby, Livable Neighborhood	Greenspace	Bluespace	Downtown Nightlife	Diverse Food	Queer-friendly	Museum Memberships	Satellite, Explorable Neighborhoods	Bike Trail Network	Time to Escape Metro Area	Bikepackable	Hikable	Motorcyclable (Stuff)	Roadtripable	Amtrakable	Decent Airport	Model Railroad Clubs	Model Railroad Shops	Dampfbahnclub	Tourist Railroad	Railroad Museum	Railfanning	Theme Park	Amusement Park	Mountains	City Elevation Change	Proximity to Ukraine	Motorcyclable (Weather)	Climate resilient	Air Quality	Train Shows	Civil War Reenactors	Other War Reenactors	Scenery	City Beautiful	Cost of Living	PPPaGDPpC	No Car Culture	Proportion of HOA	Chance to change minds	Not exclusively liberal	Not too conservative	Not too religious	Ascendant	Not Gerrymandered	Not Dis-enfranchised	Bureaucracy	InterNations Expats Overall	InterNations Quality of Life	InterNations Settling In	InterNations Working Abroad	InterNations Personal Finance	InterNations Essentials	Young	Dating Pool	Feminist	Poverty Justice	Ethnic Diversity
2	Minneapolis	MW	UMinn	1	1	1	1.232	109.636	71	55	83	63	17	6	29	6	47	-0.202	-0.375	-0.098	0.492	0.793	0.93	0.678	0.935	0.484	53	1	-1	1	0	-1	0	2	0	-1	2	1	0	1	1	1	1	1	1	2	1	1	1	2	2	0	2	0	0	0	0	2	2	1	0	2	2	1	-1	1	-1	0	-1	-1	2	1	2	1	2	0	2	0	1	1	0	-1	-1	2	1	0	1	0	-1	0	0	0	0	0	0	2	0	2	1	1
3	San Francisco	PC	UCSF	2	2	2	1.221	108.645	89	77	72	14	46	4	4	38	713	0	-0.125	-0.217	0.887	0.439	0.953	0.956	0.587	-6.835	56	1	-1	1	2	1	2	2	1	1	2	0	0	1	1	1	1	1	1	2	1	2	2	2	2	-2	0	0	2	1	1	2	0	0	2	1	2	2	0	1	2	1	-1	1	1	-2	2	1	-1	2	2	-2	0	1	-1	-1	0	2	1	-1	1	0	1	0	0	0	0	0	0	0	2	2	-1	1
4	Zürich UZH	CH	UZH	3	3	3	1.185	107.843	100	100	100	35	81	55	44	34	158	0.124	0.136	0.087	0.718	0.012	0.36	0.511	0.63	-0.736	53	0	-1	1	2	1	2	1	1	1	2	0	1	1	1	1	1	1	1	1	0	1	1	2	2	2	1	2	2	0	2	-1	1	1	1	2	1	2	0	-1	2	1	1	-1	0	2	1	-1	-1	2	2	-2	1	2	1	1	1	-1	-1	0	1	0	0	0	1	-1	0	0	0	0	0	0	0	-1
5	Melbourne	AU	UM	4	4	4	1.132	100.768	57	57	57	34	53	78	116	79	197	-0.36	-0.352	-0.38	0.726	0.354	0.093	-0.289	0.141	-1.165	51	1	-1	1	2	0	1	-1	2	-1	2	1	0	1	1	1	1	1	1	2	1	1	2	2	1	-1	0	2	2	2	2	-2	1	1	1	1	2	2	0	1	2	0	-1	-1	-1	1	1	-1	1	1	1	-1	1	2	0	1	1	-1	1	0	1	0	1	1	0	1	1	0	1	0	0	-1	-1	0
6	Chicago	MW	U of C	6	5	7	1.111	89.742	77	65	72	13	39	29	35	119	4	-0.135	-0.261	-0.217	0.895	0.524	0.663	0.611	-0.293	0.956	44	1	1	1	2	0	2	-1	-1	-1	1	1	0	1	1	1	0	1	1	2	1	2	2	2	2	-2	0	0	2	2	2	2	2	2	2	1	2	2	-1	1	-2	-1	-1	-1	1	0	2	2	2	0	2	0	1	1	-1	-1	-1	2	1	-1	-2	-1	0	0	0	0	0	0	0	0	2	2	-2	1
7	Berkeley	PC	UCB	6	6	6	1.073	93.388	85	60	83	14	5	17	28	32	11	-0.045	-0.318	-0.098	0.887	0.939	0.802	0.689	0.652	0.879	46	1	-1	1	2	0	2	0	-1	-1	0	-1	-1	1	0	1	1	1	1	1	1	2	2	2	2	-1	0	2	2	2	2	2	2	1	2	2	2	2	-1	1	2	1	-1	1	1	-2	2	0	-1	0	2	-2	0	-2	-1	-1	0	2	1	-1	1	1	1	0	0	0	0	0	0	0	2	2	-1	1
8	Zürich ETH	CH	ETH	6.5	8	5	1.05	95.564	100	100	100	35	62	116	226	141	32	0.124	0.136	0.087	0.718	0.244	-0.349	-1.511	-0.533	0.648	48	0	-1	1	2	1	2	1	1	1	2	0	1	-1	0	-1	1	1	1	1	0	1	1	2	2	2	1	2	2	0	2	-1	1	1	1	2	1	2	0	-1	2	1	1	-1	0	2	1	-1	-1	2	2	-2	1	2	1	1	1	-1	-1	0	1	0	0	0	1	-1	0	0	0	0	0	0	0	-1
9	Palo Alto	PC	Stanford	7.5	7	8	1.051	88.145	61	37	91	44	2	2	2	20	28	-0.315	-0.58	-0.011	0.645	0.976	0.977	0.978	0.783	0.692	42	1	-1	0	2	1	1	0	-1	-1	1	1	-1	1	0	1	1	1	1	-1	1	1	1	1	1	0	0	1	2	2	2	2	2	2	2	2	2	2	-1	1	2	0	-1	1	0	-2	2	1	-1	-1	1	-2	0	-2	-1	-1	-1	2	1	0	1	1	1	0	0	0	0	0	0	1	2	2	-1	0
10	Evanston	MW	Northwestern	10	11	9	0.956	86.107	76	51	89	13	28	28	45	93	92	-0.146	-0.42	-0.033	0.895	0.659	0.674	0.5	-0.011	-0.011	42	0	-1	0	2	0	2	-1	-1	-1	1	0	0	1	0	1	1	1	2	1	1	2	2	2	1	-1	0	0	2	2	2	2	2	1	2	1	1	2	-1	1	-2	-1	-1	-1	1	0	2	2	2	0	0	0	1	1	-1	-1	0	2	1	1	-2	-1	0	0	0	0	0	0	0	0	2	2	-2	1
11	Berlin MPI IB	DE	Max Planck Institute for Infection Biology	10.5	9	12	1.012	81.955	97	97	97	15	3	3	3	3	3	0.09	0.102	0.054	0.879	0.963	0.965	0.967	0.967	0.967	38	1	-1	0	2	1	2	-1	1	0	2	1	1	1	1	1	1	1	1	2	0	2	2	2	1	0	1	0	2	2	2	-1	1	1	-1	1	1	1	0	1	-1	-1	1	-1	0	0	1	-1	2	0	0	-2	1	0	1	1	-1	2	1	1	-1	0	-1	0	1	-1	1	1	-1	-2	0	1	0	-1
12	Sydney	AU	UNSW	10.5	10	11	0.973	82.585	63	63	63	25	64	141	261	73	110	-0.292	-0.284	-0.315	0.798	0.22	-0.64	-1.9	0.207	-0.209	44	1	-1	1	2	0	1	2	1	-1	1	1	0	1	-1	1	0	1	1	2	1	1	2	2	1	-1	0	2	2	2	2	-2	1	1	1	1	2	2	0	1	2	1	-1	1	-1	0	1	-1	1	1	1	-1	1	1	0	1	1	-1	1	0	1	0	1	0	0	-1	1	0	0	0	0	-1	-1	0
13	Toronto	CA	U of T	11	12	10	0.944	83.985	78	100	92	24	16	25	25	55	43	-0.124	0.136	0	0.806	0.805	0.709	0.722	0.402	0.527	40	1	-1	1	1	-1	2	0	2	-1	0	1	-2	1	1	1	1	1	1	1	1	2	2	2	2	-2	0	-2	1	1	1	1	1	1	1	1	2	1	-1	0	-2	-1	-1	-1	2	0	2	-1	1	0	2	0	1	-2	1	-1	0	1	1	1	0	-1	1	0	0	0	1	-1	1	2	2	2	1	-1
14	San Diego	PC	UCSD	13	13	13	0.866	77.082	53	37	43	32	30	15	15	25	15	-0.404	-0.58	-0.533	0.742	0.634	0.826	0.833	0.728	0.835	37	1	-1	1	0	0	1	2	1	-1	1	0	0	1	-1	-1	-1	1	1	2	1	2	1	1	1	0	0	0	0	1	1	0	2	1	1	1	2	0	1	0	2	1	-1	1	-2	-2	2	1	-1	0	2	-2	0	0	-1	-1	1	2	1	-1	1	0	1	0	0	0	0	0	0	2	0	2	0	1
15	Münich	DE	UM	14.5	14	15	0.844	74.087	99	99	99	41	57	44	33	62	423	0.112	0.125	0.076	0.669	0.305	0.488	0.633	0.326	-3.648	38	1	-1	1	2	1	2	-1	1	-1	2	1	0	1	1	1	1	1	0	0	-1	0	2	2	1	0	1	2	2	2	2	0	-1	1	1	0	1	2	1	1	1	0	1	-1	1	0	1	-1	2	0	0	-2	1	0	1	1	1	0	0	1	1	1	-1	0	1	-1	1	0	-1	-2	0	-1	0	-1
16	Bern	CH	U of B	14.5	15	14	0.841	74.867	100	100	100	118	171	151	136	89	19	0.124	0.136	0.087	0.048	-1.085	-0.756	-0.511	0.033	0.791	38	0	-1	0	2	1	2	-1	1	1	1	0	1	1	1	1	1	1	0	1	0	1	1	0	0	2	1	2	2	1	2	0	1	1	0	1	0	1	0	0	2	1	1	-1	1	2	1	-1	-1	2	1	-2	1	0	1	1	1	-1	-1	0	1	1	0	0	0	0	0	0	0	0	0	0	0	-1
17	Berlin	DE	Free U of B	17	16	18	0.793	67.857	97	97	97	15	152	199	154	144	75	0.09	0.102	0.054	0.879	-0.854	-1.314	-0.711	-0.565	0.176	35	1	-1	1	2	1	2	-1	1	0	2	1	1	1	0	-1	0	1	1	2	0	2	2	2	1	0	1	0	2	2	2	-1	1	1	-1	1	1	1	0	1	-1	-1	1	-1	0	0	1	-1	2	0	0	-2	1	0	1	1	-1	2	1	1	-1	0	-1	0	1	-1	1	1	-1	-2	0	1	0	-1
18	London	UK	UCL	17	18	16	0.777	69.174	100	100	100	1	20	29	66	150	20	0.124	0.136	0.087	0.992	0.756	0.663	0.267	-0.63	0.78	33	1	-1	1	1	1	1	1	0	-1	2	1	1	1	1	1	1	1	0	2	1	1	2	2	1	-2	1	-2	1	2	2	0	1	1	1	1	1	0	0	-1	-2	-1	0	0	-1	-2	2	-1	1	-1	2	-1	1	2	1	1	-1	-1	0	-1	0	1	-1	0	-1	0	1	-1	0	1	2	0	1	1
19	Berlin MPI MolGen	DE	Max Planck Institute for Molecular Genetics	18	19	17	0.764	67.955	97	97	97	15	3	3	3	3	3	0.09	0.102	0.054	0.879	0.963	0.965	0.967	0.967	0.967	31	1	-1	-1	2	1	2	-1	1	0	2	1	1	0	0	-1	0	1	1	2	0	2	2	2	1	0	1	0	2	2	2	-1	1	1	-1	1	1	1	0	1	-1	-1	1	-1	0	0	1	-1	2	0	0	-2	1	0	1	1	-1	2	1	1	-1	0	-1	0	1	-1	1	1	-1	-2	0	1	0	-1
20	Cologne	DE	U of C	20	20	20	0.758	64.444	99	99	99	99	185	202	97	242	69	0.112	0.125	0.076	0.202	-1.256	-1.349	-0.078	-1.63	0.242	34	1	-1	1	2	1	2	1	1	-1	1	1	-1	1	0	1	1	1	1	1	0	1	1	1	1	2	1	1	2	2	2	0	1	1	1	1	1	0	1	1	0	-1	1	-1	1	-2	1	-1	2	0	0	-1	1	0	1	1	0	1	0	1	1	0	-1	0	0	0	0	0	0	-2	-1	-1	0	-1
21	Münich MPI Bioc	DE	Max Planck Institute of Biochemistry	20.5	22	19	0.748	65.812	99	99	99	41	3	3	3	3	3	0.112	0.125	0.076	0.669	0.963	0.965	0.967	0.967	0.967	31	1	-1	0	2	1	2	-1	1	-1	2	1	0	0	0	-1	-1	1	0	0	-1	0	2	2	1	0	1	2	2	2	2	0	-1	1	1	0	1	2	1	1	1	0	1	-1	1	0	1	-1	2	0	0	-2	1	0	1	1	1	0	0	1	1	1	-1	0	1	-1	1	0	-1	-2	0	-1	0	-1
22	Lausanne	CH	Federal IT	21.5	21	22	0.751	63.323	100	100	100	124	120	123	206	224	219	0.124	0.136	0.087	0	-0.463	-0.43	-1.289	-1.435	-1.407	34	-1	-1	-1	2	1	1	1	-1	1	-1	-1	2	1	-1	-1	0	-1	1	-1	0	1	0	1	0	2	1	2	2	1	2	-1	1	1	1	0	1	2	0	-1	2	1	1	1	1	2	1	-1	2	2	2	-2	1	2	1	1	1	-1	-1	0	1	1	0	0	1	0	0	-1	0	0	0	0	0	-1
23	Dortmund MPI MolPhysio	DE	Max Planck Institute of Molecular Physiology	22	17	27	0.779	60.522	99	99	99	201	3	3	3	3	3	0.112	0.125	0.076	-0.621	0.963	0.965	0.967	0.967	0.967	28	0	-1	0	2	1	2	1	1	-1	1	0	-1	1	1	-1	0	1	-1	1	-1	0	1	1	1	0	1	1	2	2	2	0	-1	0	1	1	1	1	1	1	0	1	1	0	1	-2	1	-1	2	-1	1	-1	1	0	1	1	1	1	0	1	1	1	-1	0	0	0	0	0	0	-2	-1	-1	0	-1
24	Edmonton	CA	UA	22.5	24	21	0.73	63.525	40	49	40	201	78	70	83	64	174	-0.551	-0.443	-0.565	-0.621	0.049	0.186	0.078	0.304	-0.912	33	1	-1	1	0	-1	0	2	-1	-1	1	1	0	1	1	1	1	1	1	1	1	1	1	0	1	0	-1	2	1	0	-1	0	1	1	0	1	1	0	-1	0	0	0	-1	-1	2	0	1	-1	1	0	2	1	1	-1	0	1	1	-1	1	0	1	1	1	0	0	0	0	0	0	1	0	1	1	1
25	Ann Arbor	MW	UM	23	23	23	0.732	63.151	52	74	71	201	3	5	9	8	13	-0.416	-0.159	-0.228	-0.621	0.963	0.942	0.9	0.913	0.857	31	-1	-1	1	2	0	2	-1	-1	-1	0	1	0	-1	0	1	0	1	-1	1	1	0	-1	0	1	2	2	1	2	0	1	1	1	1	2	1	0	2	-1	2	-1	0	-1	-1	2	0	1	2	2	0	1	2	0	-1	1	1	1	0	0	-1	1	1	-1	0	0	0	0	0	0	2	0	0	-1	-1
26	Davis	PC	UCD	24.5	25	24	0.729	60.896	50	38	90	201	34	23	46	15	100	-0.438	-0.568	-0.022	-0.621	0.585	0.733	0.489	0.837	-0.099	32	-1	-1	1	2	0	2	0	-1	-1	1	1	0	1	1	1	1	0	-1	1	1	1	0	-2	2	2	1	2	2	2	2	0	-1	-1	2	0	2	2	-1	1	2	-1	-1	0	0	-1	2	1	1	0	0	-2	0	0	-1	-1	-1	2	1	0	1	1	1	0	0	0	0	0	0	1	-2	2	-1	1
27	Vancouver	CA	UBC	26	27	25	0.683	60.809	80	74	79	69	33	34	63	9	58	-0.101	-0.159	-0.141	0.444	0.598	0.605	0.3	0.902	0.363	29	1	-1	1	0	-1	-1	0	-1	1	1	1	0	-1	-1	-1	-1	1	1	-1	1	1	1	1	0	-1	-2	2	1	1	-1	1	0	1	1	2	2	1	-1	0	2	0	-1	-1	1	-1	1	0	1	2	2	-2	1	1	0	-1	0	2	1	1	1	1	1	-1	0	-1	0	-1	0	1	1	2	1	0
28	Mountain View	PC	NASA	27	28	26	0.677	60.554	66	41	92	74	1	1	1	1	1	-0.258	-0.534	0	0.403	0.988	0.988	0.989	0.989	0.989	28	1	-1	0	2	1	2	1	-1	-1	0	0	-2	1	0	-1	-1	0	1	-1	1	1	0	2	0	0	0	1	2	2	2	2	2	2	2	2	2	2	-1	1	2	-1	-1	1	0	-2	2	1	-1	0	0	-2	0	-2	-1	-1	0	1	1	-1	1	1	1	0	0	0	0	0	0	-1	1	2	-1	0
29	Canberra	AU	Australian National	28	26	30	0.715	55.208	40	40	40	201	88	130	172	248	29	-0.551	-0.545	-0.565	-0.621	-0.073	-0.512	-0.911	-1.696	0.681	30	-1	-1	1	2	0	1	1	-1	-1	0	0	-1	1	1	1	1	1	1	1	0	1	1	1	1	0	0	2	2	2	2	-2	1	0	1	-1	1	0	0	1	2	1	-1	1	1	1	1	-1	1	1	0	-1	1	1	0	1	1	-1	1	0	1	0	1	0	0	0	0	0	0	0	0	-1	-1	0
30	Cambridge, MA	NE	Harvard	28.5	29	28	0.675	60.128	90	70	96	201	1	1	1	1	5	0.011	-0.205	0.043	-0.621	0.988	0.988	0.989	0.989	0.945	29	1	-1	1	-1	1	2	1	1	-1	-1	0	0	1	1	0	0	0	1	-1	0	0	2	1	2	0	1	0	-1	-1	1	2	2	2	0	-1	0	0	-1	1	-1	1	-1	-1	2	1	2	1	2	0	1	-2	1	0	0	-1	1	2	1	0	0	0	-2	0	0	0	0	0	0	1	2	1	1	0
31	Los Angeles UCLA	PC	UCLA	29.5	30	29	0.639	56.842	79	69	64	12	6	6	11	12	3	-0.112	-0.216	-0.304	0.903	0.927	0.93	0.878	0.87	0.967	26	1	-1	1	0	0	2	1	0	-1	0	1	-2	-1	-1	1	0	0	0	1	1	1	2	2	0	-2	1	1	1	1	1	2	2	2	1	0	2	1	1	2	0	0	-1	1	-2	-2	2	1	1	-2	0	-2	0	-2	-1	-1	0	2	1	-1	1	1	1	0	0	0	0	0	0	-1	2	2	-2	1
32	Vienna	DE	UofV	31.5	31	32	0.619	53.135	93	93	93	31	92	157	104	199	42	0.045	0.057	0.011	0.75	-0.122	-0.826	-0.156	-1.163	0.538	28	1	-1	1	1	1	2	1	2	-1	2	1	2	1	1	0	0	0	0	0	-1	0	2	0	2	2	1	-1	2	2	2	0	1	1	1	-1	1	1	-1	0	-1	-1	1	-1	-1	0	1	-1	1	0	0	-2	1	0	1	1	1	0	-1	1	1	1	0	0	1	-1	0	1	0	-1	-1	-1	0	-1
33	Geneva	CH	U of G	32.5	34	31	0.606	53.963	99	99	99	110	168	178	109	264	115	0.112	0.125	0.076	0.113	-1.049	-1.07	-0.211	-1.87	-0.264	29	1	-1	0	1	0	2	-1	1	1	1	0	1	1	1	1	1	1	1	0	0	1	0	0	2	0	1	2	2	1	2	-1	1	1	0	-1	-1	0	0	-1	1	1	1	-1	1	1	1	-1	2	2	1	-2	1	2	1	1	1	-1	-1	0	1	1	0	0	1	-1	0	-1	-1	0	0	0	0	-1
34	Seattle	PC	UW	33	32	34	0.607	51.618	74	60	71	39	8	3	6	2	12	-0.169	-0.318	-0.228	0.685	0.902	0.965	0.933	0.978	0.868	23	1	-1	1	-1	0	0	2	1	1	1	1	-2	1	1	1	1	0	1	-1	1	2	0	0	1	-2	0	2	0	-2	0	1	0	0	0	2	2	0	-1	-2	2	1	-1	-1	1	1	1	1	1	2	1	-2	0	0	-1	-1	0	2	1	0	1	0	1	0	0	0	0	0	0	0	0	2	1	-1
35	Pasadena	PC	Cal Tech	33	33	33	0.607	52.522	69	51	70	201	51	68	68	257	1	-0.225	-0.42	-0.239	-0.621	0.378	0.209	0.244	-1.793	0.989	28	1	-1	-1	2	-1	1	1	-1	-1	1	1	-1	0	0	1	1	-1	-1	-1	1	0	1	2	0	0	1	1	1	1	1	0	2	1	1	1	1	1	1	2	2	-1	-1	1	-2	-2	2	1	1	-2	1	-2	0	-2	-1	-1	-1	2	1	1	1	1	1	0	0	0	0	0	0	1	2	2	1	1
36	Calgary	CA	UC	35	35	35	0.557	49.564	92	84	76	65	131	133	137	49	230	0.034	-0.045	-0.174	0.476	-0.598	-0.547	-0.522	0.467	-1.527	26	1	-1	1	0	-1	-1	1	-1	-1	0	1	-1	1	0	0	1	1	0	1	1	1	1	0	1	0	0	2	1	0	-2	0	1	1	-1	0	-1	1	-1	1	1	1	-1	-1	1	0	2	-1	1	1	1	1	1	0	0	1	1	-1	1	0	1	1	1	0	0	0	0	0	0	1	0	1	1	-1
37	Hamburg	DE	UH	36.5	37	36	0.528	47.009	100	100	100	55	133	205	149	350	312	0.124	0.136	0.087	0.556	-0.622	-1.384	-0.656	-2.804	-2.429	27	1	-1	1	2	1	2	-1	1	-1	1	1	0	1	1	1	1	1	1	1	1	0	1	1	1	0	1	1	2	2	2	0	1	1	1	-1	0	1	-1	1	-1	-1	1	0	0	-2	1	-1	2	-1	1	-1	1	0	1	1	0	1	0	1	1	1	-1	-1	0	-1	0	0	-1	-2	-1	-1	0	-1
38	Dresden MPI MCBG	DE	MPI of Molecular Cell Biology and Genetics	37	36	38	0.545	45.489	98	98	98	201	3	3	3	3	3	0.101	0.114	0.065	-0.621	0.963	0.965	0.967	0.967	0.967	22	0	-1	0	2	-1	2	-1	1	-1	1	0	0	1	0	0	0	0	1	0	0	0	1	1	1	2	1	1	0	1	2	-1	1	1	1	1	1	1	0	1	-1	0	1	-1	1	1	1	-1	0	-1	1	-1	1	0	1	1	0	0	0	1	1	0	-1	0	0	0	0	0	0	-2	-1	-1	0	-1
39	Freiburg im Breisgau	DE	UF	38	39	37	0.526	46.854	97	97	97	139	153	142	93	217	306	0.09	0.102	0.054	-0.121	-0.866	-0.651	-0.033	-1.359	-2.363	26	0	-1	0	2	1	1	-1	1	-1	1	1	2	1	1	1	1	0	-1	0	-1	0	-1	-1	1	1	1	2	2	2	2	-1	-1	1	1	1	1	0	1	0	1	1	1	1	1	0	1	-1	0	1	0	-1	1	0	1	1	1	0	0	1	1	0	-1	0	0	0	0	0	0	-2	-1	-1	0	-1
40	Pittsburgh	MA	UPitt	38.5	38	39	0.528	44	62	55	55	135	38	26	30	40	118	-0.303	-0.375	-0.402	-0.089	0.537	0.698	0.667	0.565	-0.297	23	0	1	1	-1	-1	-1	1	-1	-1	0	0	-2	-1	1	1	1	1	1	2	1	0	1	0	0	0	2	1	0	0	0	0	2	1	-1	-1	0	1	-1	1	1	1	-1	-1	2	-2	-1	2	1	1	2	0	1	0	1	1	1	0	0	-1	1	0	0	0	0	0	0	0	0	1	1	0	0	1
41	Prague	EU	Charles U	41	41	41	0.497	40.755	100	100	100	11	172	356	427	326	89	0.124	0.136	0.087	0.911	-1.098	-3.14	-3.744	-2.543	0.022	25	1	-1	1	0	-1	2	1	1	-1	1	1	1	-1	1	1	1	1	1	2	0	1	1	1	1	0	1	1	0	0	2	0	1	1	-1	1	0	0	-1	1	0	1	1	-1	1	-1	1	-1	1	0	1	1	1	1	1	1	0	0	-1	-1	1	1	-1	0	1	-1	0	1	-1	0	0	-1	0	-1
42	Amsterdam	EU	UA	41.5	40	43	0.514	40.118	95	95	95	10	68	90	70	115	189	0.067	0.08	0.033	0.919	0.171	-0.047	0.222	-0.25	-1.077	20	1	-1	1	1	1	2	-1	1	-1	0	0	2	1	0	-1	-1	1	1	0	0	0	1	0	2	2	1	-1	2	1	2	0	-1	-1	-1	1	0	1	1	1	-2	-1	1	0	-2	-1	-1	-1	2	0	2	-2	1	2	0	1	0	1	0	1	1	1	1	0	0	-1	1	0	0	0	-1	0	1	-1
43	Los Angeles USC	PC	USC	41.5	43	40	0.468	41.615	89	75	93	12	31	50	34	173	85	0	-0.148	0.011	0.903	0.622	0.419	0.622	-0.88	0.066	20	1	-1	1	0	0	2	1	0	-1	0	1	-2	1	1	-1	0	-1	-1	1	1	1	2	2	0	-2	1	0	1	1	1	2	2	2	1	0	2	1	1	2	0	-1	-1	1	-2	-2	2	1	1	-2	0	-2	0	-2	-1	-1	0	2	1	-1	1	1	1	0	0	0	0	0	0	-1	2	2	-2	1
44	Bremen MPI MarMicro	DE	Max Planck Institute for Marine Microbiology	43.5	45	42	0.456	40.556	100	100	100	201	3	3	3	3	3	0.124	0.136	0.087	-0.621	0.963	0.965	0.967	0.967	0.967	18	1	-1	0	2	1	2	-1	1	-1	1	0	-1	1	-1	-1	-1	1	0	1	1	0	1	0	1	2	1	0	2	2	2	-1	1	1	0	1	-1	0	0	0	-1	-1	1	-1	1	0	1	-1	2	-1	1	-1	1	0	1	1	0	0	0	1	1	0	-1	0	0	0	0	0	0	-2	-1	-1	0	-1
45	Utrecht	EU	UU	44.5	42	47	0.494	35.986	100	100	100	162	72	56	91	21	208	0.124	0.136	0.087	-0.306	0.122	0.349	-0.011	0.772	-1.286	18	-1	-1	1	0	0	2	-1	1	-1	1	1	1	1	0	-1	0	0	1	-1	-1	1	0	1	2	2	1	-1	2	1	2	0	1	1	-1	-1	1	0	-1	0	-1	-1	1	1	-2	-1	1	-1	2	0	2	-2	1	2	0	1	1	1	0	0	1	1	1	0	0	0	0	0	0	0	0	1	1	-1
46	Leipzig	DE	UL	46	44	48	0.464	35.644	100	100	100	178	197	318	323	400	567	0.124	0.136	0.087	-0.435	-1.402	-2.698	-2.589	-3.348	-5.231	25	0	-1	1	2	1	2	0	1	-1	1	1	-1	1	1	1	1	1	0	1	-1	0	1	0	1	0	1	0	2	2	2	0	1	1	-1	1	1	-1	0	1	-1	-1	1	1	1	0	1	-1	2	0	0	-1	1	0	1	1	0	0	0	1	1	0	-1	0	0	0	0	0	0	-2	-1	-1	0	-1
47	Montreal	CA	McGill	46	47	45	0.415	36.934	65	67	73	57	47	47	42	113	98	-0.27	-0.239	-0.207	0.54	0.427	0.453	0.533	-0.228	-0.077	18	1	-1	1	0	-1	1	-1	-1	-1	0	1	-1	1	1	1	1	1	1	1	1	2	0	2	1	0	1	0	0	-1	2	1	1	1	0	-1	1	-1	-1	-2	-1	0	-1	-1	1	1	1	-1	-1	0	2	1	1	0	0	1	1	0	-1	0	1	0	1	0	0	0	0	0	0	0	0	0	0	-1
48	Boston	NE	Tufts	46.5	49	44	0.41	37.7	81	57	50	36	94	106	82	23	143	-0.09	-0.352	-0.457	0.71	-0.146	-0.233	0.089	0.75	-0.571	19	1	-1	1	-1	1	2	1	1	-1	-1	0	0	1	0	-1	-1	0	1	-1	0	0	2	2	0	-2	1	0	-1	-1	1	2	2	2	0	-1	0	0	-1	1	-1	1	-1	-1	2	1	2	1	2	0	1	-2	1	0	0	-1	1	2	1	-1	0	0	-2	0	0	0	0	0	0	1	2	1	1	0
49	Copenhagen	EU	UC	47	48	46	0.413	36.735	100	100	100	46	73	53	90	18	49	0.124	0.136	0.087	0.629	0.11	0.384	0	0.804	0.462	17	1	-1	1	2	-1	2	-1	-1	-1	1	1	2	1	1	1	1	1	1	1	1	1	1	0	2	0	1	0	2	1	2	-1	1	-1	-1	-1	1	-1	-1	0	-1	-1	1	-1	0	1	-1	-1	2	0	0	-1	1	1	0	1	0	1	0	1	0	0	1	0	1	-1	1	-1	0	0	-1	-1	1	-1
50	Auckland	NZ	UofA	47.5	46	49	0.425	33.875	100	100	100	68	174	248	356	408	594	0.124	0.136	0.087	0.452	-1.122	-1.884	-2.956	-3.435	-5.527	26	1	-1	1	1	-1	1	-1	-1	-1	1	1	-1	1	1	1	1	1	1	1	-1	0	1	1	0	0	-1	2	0	0	-1	-2	1	1	1	0	1	0	-1	1	2	1	-1	1	0	1	1	-1	1	2	0	-1	1	1	1	-1	0	1	1	0	0	1	1	0	0	0	0	0	0	0	0	1	0	1
51	Rotterdam	EU	Erasmus UR	50.5	50	51	0.39	33.343	97	97	97	144	189	113	95	172	1110	0.09	0.102	0.054	-0.161	-1.305	-0.314	-0.056	-0.87	-11.198	24	0	-1	1	1	-1	2	1	1	-1	0	-1	2	1	0	-1	0	0	1	-1	1	0	1	1	2	0	1	-1	2	1	2	0	1	1	1	1	1	1	1	1	-2	-1	1	0	-2	-1	-1	-1	2	0	2	-2	1	2	0	1	0	1	0	0	1	1	1	0	0	0	1	0	1	0	-1	0	1	-1
52	Barcelona	EU	UB	50.5	51	50	0.377	33.558	100	100	100	6	107	127	176	65	300	0.124	0.136	0.087	0.952	-0.305	-0.477	-0.956	0.293	-2.297	18	1	-1	1	-1	1	2	1	1	-1	1	1	1	1	1	1	1	-1	0	1	1	1	1	1	0	0	0	1	1	0	2	-1	-1	1	1	-1	1	0	-1	1	1	0	1	1	-2	-1	1	-1	1	0	0	0	1	1	1	-1	0	-1	0	0	1	-1	1	0	1	0	-1	0	0	-1	0	0	0	0
53	Tucson	SW	UA	52	52	52	0.372	32.987	43	35	66	137	42	39	77	61	2	-0.517	-0.602	-0.283	-0.105	0.488	0.547	0.144	0.337	0.978	16	0	-1	1	-1	-1	0	0	2	-1	1	0	0	1	1	0	1	0	0	2	1	1	1	0	0	0	0	2	1	0	0	-1	0	-1	0	-1	2	0	-1	0	1	0	-1	0	-2	-1	0	1	1	0	2	0	0	0	-1	1	1	0	0	1	-1	1	-1	0	0	0	0	0	0	2	1	-2	-1	1
54	Boulder	RM	UCB	53.5	54	53	0.366	32.565	56	47	86	201	58	118	156	276	9	-0.371	-0.466	-0.065	-0.621	0.293	-0.372	-0.733	-2	0.901	18	-1	-1	1	2	-1	-2	-1	-1	-1	-1	1	0	-1	1	-1	1	1	0	1	1	1	0	-2	1	2	0	2	2	1	-1	1	1	1	0	2	2	1	-1	0	2	1	-1	-1	0	-1	2	1	-1	2	1	-1	1	-2	-1	0	1	2	1	-1	1	1	1	0	0	0	0	0	0	1	-2	0	0	0
55	St. Louis	MW	WashU	54.5	53	56	0.371	30.916	66	43	58	126	44	10	8	3	14	-0.258	-0.511	-0.37	-0.016	0.463	0.884	0.911	0.967	0.846	14	1	-1	0	0	-1	1	1	0	-1	0	0	-1	1	0	-1	0	1	0	1	1	0	2	1	0	0	1	1	2	2	1	1	1	1	1	1	2	1	0	2	-1	0	-1	-1	0	0	2	2	-1	0	1	1	0	-2	1	1	1	0	-2	-2	0	-2	0	0	0	0	0	0	0	-1	1	-2	-2	1
56	New Haven	NE	Yale	54.5	55	54	0.365	32.453	68	49	66	136	11	7	10	27	79	-0.236	-0.443	-0.283	-0.097	0.866	0.919	0.889	0.707	0.132	15	0	-1	1	-1	1	2	-1	-1	-1	0	0	0	1	1	0	1	1	1	0	1	1	0	-1	-1	1	1	0	2	0	2	0	1	1	0	0	0	0	-1	1	0	0	-1	-1	-1	-1	2	1	2	-2	0	-1	1	-2	1	0	1	1	0	-2	-1	0	-1	0	0	0	0	0	0	2	0	1	1	0
57	Bonn	DE	UB	55.5	56	55	0.362	32.225	98	98	98	172	128	145	161	228	287	0.101	0.114	0.065	-0.387	-0.561	-0.686	-0.789	-1.478	-2.154	19	0	-1	1	2	0	2	1	1	-1	1	0	0	-1	0	0	0	-1	1	0	-1	0	1	0	1	2	1	1	2	2	2	0	0	1	1	1	0	0	1	1	1	1	1	-1	1	-1	1	-1	-1	0	0	-1	1	0	1	1	0	0	0	1	1	0	-1	0	0	0	0	0	0	-2	-1	-1	0	-1
58	Glasgow	UK	UG	57	57	57	0.339	30.185	98	98	98	92	92	117	133	114	196	0.101	0.114	0.065	0.258	-0.122	-0.36	-0.478	-0.239	-1.154	16	0	-1	1	0	-1	1	-1	-1	-1	-1	-1	1	0	0	1	1	1	1	1	0	0	1	0	0	1	1	1	1	1	2	0	1	1	1	1	0	0	-1	1	1	-1	0	1	-1	-1	1	-1	1	0	2	-1	1	1	1	1	-1	-1	0	-1	0	1	-1	0	0	0	0	0	0	-1	0	0	1	-1
59	Heidelberg	DE	HU	58	58	58	0.332	29.56	68	68	68	201	74	89	59	212	109	-0.236	-0.227	-0.261	-0.621	0.098	-0.035	0.344	-1.304	-0.198	16	-1	-1	1	2	0	2	-1	1	-1	1	-1	1	1	1	-1	1	0	1	-1	-1	0	0	0	0	0	1	1	2	2	2	-1	-1	1	-1	1	0	0	1	0	1	1	1	1	1	-1	1	-1	-1	1	1	-1	1	0	1	1	0	0	0	1	1	0	-1	0	0	0	0	0	0	-2	-1	-1	0	-1
60	Philadelphia	MA	UPenn	60.5	60	61	0.307	27.325	75	67	67	64	12	8	7	16	273	-0.157	-0.239	-0.272	0.484	0.854	0.907	0.922	0.826	-2	13	1	1	1	-2	1	2	-1	1	1	-1	0	-2	1	1	1	-1	1	1	1	1	0	2	0	2	-2	2	-2	0	0	2	0	2	2	1	0	-1	2	-1	0	-1	1	-1	0	0	-2	1	2	2	-2	-2	0	1	-2	1	-1	-1	1	1	-1	0	-2	0	0	0	0	0	0	0	0	0	0	-2	1
61	Manchester	UK	UM	60.5	61	60	0.302	27.369	100	100	100	80	62	91	145	130	45	0.124	0.136	0.087	0.355	0.244	-0.058	-0.611	-0.413	0.505	13	0	-1	1	0	0	1	0	1	-1	0	1	0	-1	1	1	0	1	1	1	-1	0	1	0	1	0	1	1	1	1	2	-1	1	1	1	1	1	1	-1	1	0	-1	0	1	-1	-2	1	-1	1	-1	1	-1	1	1	1	1	-1	-2	0	-2	0	1	-1	0	0	0	0	0	0	-1	0	0	1	-1
62	Washington, DC	MA	Georgetown	60.5	62	59	0.292	27.446	77	69	70	17	136	317	230	336	753	-0.135	-0.216	-0.239	0.863	-0.659	-2.686	-1.556	-2.652	-7.275	21	1	1	0	0	1	1	-1	1	-1	-1	1	-2	-1	1	0	0	1	1	-1	1	1	2	1	2	-2	2	0	2	0	2	1	0	0	1	-1	0	0	0	2	-1	1	-1	1	0	-2	2	2	2	0	2	-2	1	-2	0	1	-1	1	0	0	-2	-2	-1	0	0	0	0	0	0	1	0	1	0	1
63	Mainz	DE	J Gutenberg UM	61.5	59	64	0.317	23.695	47	47	47	201	219	181	125	325	142	-0.472	-0.466	-0.489	-0.621	-1.671	-1.105	-0.389	-2.533	-0.56	16	-1	-1	1	2	0	2	-1	1	-1	1	1	0	1	-1	-1	-1	0	1	1	-1	0	0	-1	1	2	1	1	2	2	0	1	1	1	1	0	1	1	1	1	1	-1	1	-1	1	-2	1	-1	-1	1	1	-1	1	0	1	1	0	0	0	1	1	0	-1	0	0	0	0	0	0	-2	-1	-1	0	-1
64	Sheffield	UK	US	62.5	63	62	0.289	25.735	99	99	99	179	137	179	229	155	105	0.112	0.125	0.076	-0.444	-0.671	-1.081	-1.544	-0.685	-0.154	15	-1	-1	1	0	-1	1	1	1	-1	1	0	0	1	1	1	1	1	0	1	-1	0	1	0	-1	1	1	1	1	1	2	-1	-1	1	1	1	2	1	-1	0	0	1	0	1	-1	-1	1	-1	1	0	0	-1	1	1	1	1	-1	-2	0	-2	0	1	-1	0	0	0	0	0	0	-1	-1	0	1	-1
65	Gothenburg	EU	UG	63.5	64	63	0.279	24.863	95	95	95	90	208	217	194	80	410	0.067	0.08	0.033	0.274	-1.537	-1.523	-1.156	0.13	-3.505	16	0	-1	1	0	1	1	-1	1	-1	1	-1	1	1	1	1	1	1	1	1	0	1	1	0	1	1	1	-1	2	-2	1	-1	-1	1	-1	1	1	-1	-1	1	-1	1	1	-1	-1	1	-1	-1	-1	0	1	-1	1	1	0	1	1	1	0	1	1	1	1	0	0	0	0	0	0	0	0	1	1	-1
66	Oslo	EU	UO	65.5	66	65	0.264	23.498	100	100	100	60	97	164	129	125	226	0.124	0.136	0.087	0.516	-0.183	-0.907	-0.433	-0.359	-1.484	13	1	-1	1	0	0	1	-1	1	-1	1	1	0	1	-1	-1	-1	1	1	-1	-1	0	1	1	1	0	1	1	2	0	0	-1	1	1	-1	0	0	-1	-1	1	1	1	1	-1	1	1	1	-1	-1	0	1	-2	1	1	0	1	1	-1	0	1	1	1	1	0	0	0	0	0	0	0	0	1	1	-1
67	Aachen	DE	RWTH AU	67.5	67	68	0.26	22.101	100	100	100	166	157	280	270	363	527	0.124	0.136	0.087	-0.339	-0.915	-2.256	-2	-2.946	-4.791	18	0	-1	1	2	1	1	-1	-1	-1	0	-1	0	1	1	1	1	0	-1	1	1	0	1	1	1	1	1	1	2	2	2	-1	-1	1	0	1	1	0	1	-1	-1	0	1	1	1	-1	1	-1	2	-1	0	-1	1	0	1	1	0	0	0	1	1	0	-1	0	0	0	0	0	0	-2	-1	-1	0	-1
68	Stockholm	EU	Karolinska Institute	67.5	68	67	0.255	22.694	99	99	99	51	145	37	24	37	759	0.112	0.125	0.076	0.589	-0.768	0.57	0.733	0.598	-7.341	14	1	-1	-1	1	1	1	1	1	-1	1	1	1	-1	0	-1	1	1	1	0	-1	0	1	1	1	0	1	1	0	-2	1	-1	-1	1	-1	1	1	-1	-1	0	-1	1	1	-1	1	2	0	-1	-1	0	1	-1	1	1	0	1	0	1	0	1	1	1	1	0	0	-1	1	0	0	0	0	1	0	-1
69	Madrid	EU	Complutense UofM	67.5	69	66	0.226	23.133	100	100	100	8	144	216	279	84	170	0.124	0.136	0.087	0.935	-0.756	-1.512	-2.1	0.087	-0.868	12	1	-1	1	-1	1	2	-1	1	-1	1	1	1	1	1	-1	1	1	-1	2	1	1	1	1	1	0	-1	0	2	0	2	-1	-1	1	-1	1	1	-1	0	1	1	0	1	1	-2	-1	0	-1	-1	-2	0	0	1	1	1	-1	0	-1	0	0	1	-1	1	1	1	1	-1	1	0	-1	0	0	0	0
70	Madison	MW	U W	68.5	65	72	0.277	18.426	50	35	66	138	15	14	16	5	51	-0.438	-0.602	-0.283	-0.113	0.817	0.837	0.822	0.946	0.44	8	0	1	1	1	-1	-1	-1	-1	-1	-1	0	-1	-1	1	1	1	1	1	2	1	0	-1	-1	0	0	1	0	2	2	-1	-1	0	2	0	2	0	0	-1	1	0	1	-1	-1	2	2	2	1	0	0	2	0	0	-1	1	1	1	-2	-2	-1	-2	-1	0	0	0	0	0	0	0	2	1	-1	-2	-1
71	Atlanta	SE	GT	70	71	69	0.21	21.239	48	44	42	50	67	79	489	615	91	-0.461	-0.5	-0.543	0.597	0.183	0.081	-4.433	-5.685	0	16	1	-1	1	-1	-1	-1	-1	-1	-1	0	0	-2	-1	1	0	1	0	-1	1	1	-1	2	2	1	-2	0	1	0	2	-1	2	2	2	1	1	2	1	0	1	0	1	-1	1	0	-2	1	2	2	0	1	1	-1	-2	0	1	1	-1	-2	1	0	-2	-1	0	0	0	0	0	0	2	1	0	-2	1
72	Baltimore	MA	JH	70.5	70	71	0.214	19.04	64	53	53	94	14	12	14	31	27	-0.281	-0.398	-0.424	0.242	0.829	0.86	0.844	0.663	0.703	8	1	-1	1	-1	1	1	1	-1	-1	0	-1	-2	0	1	-1	0	1	1	0	-1	-1	2	1	-1	0	1	0	1	1	1	2	2	1	2	0	2	1	-1	1	-1	1	-1	1	0	-2	2	2	2	-1	-2	-1	1	0	1	0	0	0	1	-2	0	-2	0	0	0	0	0	0	0	-1	0	0	-2	1
73	New Brunswick	MA	Rutgers	72.5	72	73	0.205	18.267	73	35	60	201	35	45	51	63	71	-0.18	-0.602	-0.348	-0.621	0.573	0.477	0.433	0.315	0.22	9	1	-1	1	0	1	1	-1	-1	-1	0	-1	-1	1	0	-1	0	1	1	1	0	1	1	1	0	0	1	-1	0	1	1	1	1	1	1	1	0	1	-1	1	-1	-1	-1	-1	0	0	1	1	0	-1	0	-1	1	-2	1	-1	-1	1	0	0	0	0	-1	0	0	0	0	0	0	0	1	2	-1	1
74	Austin	SW	UT	74	78	70	0.18	19.562	42	35	54	43	26	46	71	46	37	-0.528	-0.602	-0.413	0.653	0.683	0.465	0.211	0.5	0.593	9	1	-1	1	-1	-1	-1	0	-1	-1	0	1	-1	-1	1	1	1	-1	0	2	1	-2	1	0	1	0	-2	-2	1	1	-1	0	1	1	0	1	2	1	-1	2	-1	0	-1	0	-2	0	2	2	1	-2	2	2	0	0	0	1	1	-1	-2	1	-2	-1	-2	0	0	0	0	0	0	2	2	-2	0	0
75	Cambridge	UK	U of Cambridge	75	75	75	0.19	16.886	94	94	94	201	7	16	23	77	25	0.056	0.068	0.022	-0.621	0.915	0.814	0.744	0.163	0.725	7	-1	-1	1	0	1	2	-1	-1	0	1	0	1	1	1	1	1	1	0	1	-1	0	1	0	1	1	0	0	1	1	2	-1	-1	-1	1	-1	-1	-1	-1	1	-1	-1	0	1	-1	-1	1	-1	1	0	0	-1	1	1	1	1	-1	-2	0	-2	0	1	-1	0	0	0	0	0	0	1	-2	0	1	-1
76	Providence	NE	Brown	76.5	74	79	0.191	15.014	76	47	61	151	76	175	214	304	16	-0.146	-0.466	-0.337	-0.218	0.073	-1.035	-1.378	-2.304	0.824	11	0	-1	-1	0	1	1	-1	-1	-1	0	-1	0	0	1	1	1	-1	1	1	1	1	1	0	0	2	2	0	1	0	1	-2	1	1	0	0	-1	0	-1	1	-2	1	-1	-1	0	-1	2	1	2	0	1	-1	0	-2	0	-1	-1	1	1	-1	1	1	1	0	0	0	0	0	0	1	0	0	0	0
77	Detroit	MW	Wayne State	76.5	77	76	0.186	16.591	51	36	52	129	194	120	98	91	462	-0.427	-0.591	-0.435	-0.04	-1.366	-0.395	-0.089	0.011	-4.077	12	1	-1	1	0	0	1	-1	1	-1	0	0	-2	1	1	-1	-1	-1	0	0	1	0	1	1	-1	0	2	-1	2	2	1	2	1	1	1	2	2	1	-1	2	-2	-1	-1	-1	2	0	1	2	2	0	-2	2	0	-2	1	1	1	0	0	-2	1	-2	-1	0	0	0	0	0	0	-1	0	0	-2	1
78	Oxford	UK	U of O	76.5	79	74	0.18	17.456	97	97	97	127	10	18	36	74	21	0.09	0.102	0.054	-0.024	0.878	0.791	0.6	0.196	0.769	7	-1	-1	1	0	-1	2	-1	-1	-1	1	-1	1	1	1	1	0	1	1	0	-1	0	1	0	1	1	0	-1	1	1	2	-1	1	0	1	1	-1	-1	0	1	-1	-1	0	1	-1	-1	1	-1	1	0	0	-1	1	1	1	1	-1	-2	0	-2	0	1	-1	0	0	0	0	0	0	1	-2	0	1	-1
79	Edinburgh	UK	UE	77	76	78	0.187	15.415	99	99	99	128	37	48	47	52	70	0.112	0.125	0.076	-0.032	0.549	0.442	0.478	0.435	0.231	7	0	-1	1	0	-1	1	-1	1	-1	0	0	0	-1	1	1	1	1	-1	1	-1	0	0	1	1	0	1	1	1	0	2	-1	0	1	-1	1	1	0	-1	-1	0	0	0	1	-1	-1	1	-1	1	0	2	-1	1	1	1	1	-1	-1	0	-1	0	-1	-1	0	0	0	0	0	0	-1	0	0	1	-1
80	Salt Lake City	RM	UofU	77.5	73	82	0.193	14.4	59	44	74	87	63	41	58	203	161	-0.337	-0.5	-0.196	0.298	0.232	0.523	0.356	-1.207	-0.769	8	1	1	1	-1	-1	1	2	1	-1	2	0	-2	1	1	-1	-1	1	0	1	0	-2	1	2	1	2	-1	2	1	0	0	2	1	1	1	1	2	0	-1	1	2	0	-1	-1	-2	-1	0	1	1	0	0	0	-1	1	0	1	1	-2	-2	0	-2	-1	-1	0	0	0	0	0	0	1	-1	-2	0	-1
81	Birmingham, UK	UK	UB	78.5	80	77	0.176	15.686	90	90	90	138	102	115	114	66	241	0.011	0.023	-0.022	-0.113	-0.244	-0.337	-0.267	0.283	-1.648	9	1	-1	1	0	0	1	1	-1	1	0	0	0	1	0	-1	-1	1	0	-1	-1	0	-1	1	1	0	1	1	1	1	2	0	1	1	1	1	1	1	1	1	-1	-1	0	1	-1	-1	1	-1	1	-1	0	-1	1	1	1	1	-1	-2	0	-2	0	1	-1	0	0	0	0	0	0	-1	-1	0	1	-1
82	Ghent	EU	GU	80.5	81	80	0.17	14.932	98	98	98	147	116	4	167	4	437	0.101	0.114	0.065	-0.185	-0.415	0.953	-0.856	0.957	-3.802	9	-1	-1	1	1	0	2	-1	1	-1	1	1	-1	-1	1	1	1	-1	1	-1	-1	0	1	0	1	2	1	-1	2	1	2	0	-1	0	-1	-1	0	0	1	0	-1	-1	1	1	-1	-1	-1	-1	-1	0	1	-1	1	2	0	1	0	1	0	0	1	0	1	0	0	0	0	0	0	0	0	0	1	-1
83	Lansing	MW	MSU	82	83	81	0.152	14.567	46	34	55	175	40	59	106	42	247	-0.483	-0.614	-0.402	-0.411	0.512	0.314	-0.178	0.543	-1.714	8	0	-1	1	2	-1	1	-1	-1	-1	-1	1	-1	1	-1	1	0	1	1	-1	-1	-1	0	0	0	2	2	1	2	2	0	-1	1	-1	1	1	-1	0	-1	2	-1	-1	-1	-1	2	0	1	2	2	0	-1	2	0	-2	1	1	1	0	0	-2	0	0	-1	0	0	0	0	0	0	1	-2	0	-1	1
84	Albuquerque	SW	UNM	82.5	82	83	0.156	12.758	43	29	61	141	170	245	232	337	38	-0.517	-0.67	-0.337	-0.137	-1.073	-1.849	-1.578	-2.663	0.582	11	0	-1	0	0	-1	1	-1	0	-1	-1	1	-1	0	1	1	1	0	1	0	1	-1	1	0	0	1	-2	2	0	-2	0	0	0	0	-1	1	1	2	-1	0	1	0	-1	1	0	0	1	1	-1	0	0	1	-1	-1	1	1	1	1	1	-1	1	1	0	0	0	0	0	0	0	0	0	0	0	1
85	Tokyo	AI	UT	84	84	84	0.144	11.991	82	82	82	4	18	13	3	11	18	-0.079	-0.068	-0.109	0.968	0.78	0.849	0.967	0.88	0.802	2	1	-1	0	-1	1	1	1	1	-1	2	0	0	-1	1	0	1	0	1	0	1	0	1	2	0	-2	0	1	1	1	2	-2	-1	1	-2	1	1	1	1	1	1	-1	-1	0	0	0	1	-1	-1	-2	0	-2	1	2	1	1	1	-2	-2	-1	1	1	-1	-1	1	-1	-1	0	-1	-2	0	0	1	-1
86	Cardiff	UK	CU	85.5	85	86	0.122	8.873	97	97	97	196	198	187	128	266	81	0.09	0.102	0.054	-0.581	-1.415	-1.174	-0.422	-1.891	0.11	7	-1	-1	1	0	-1	1	-1	-1	-1	0	-1	0	1	1	1	1	1	1	0	-1	0	1	0	1	1	1	1	1	1	2	-1	1	1	1	1	1	-1	-1	0	0	-1	0	1	-1	-1	1	-1	1	-1	2	-1	1	1	1	1	-1	-1	0	-2	0	1	-1	0	0	0	0	0	0	-1	-1	0	1	-1
87	Newcastle, UK	UK	NU	86	87	85	0.103	9.183	95	95	95	190	191	213	208	220	360	0.067	0.08	0.033	-0.532	-1.329	-1.477	-1.311	-1.391	-2.956	9	-1	-1	1	0	-1	1	0	-1	-1	0	0	1	1	1	1	1	1	1	1	-1	0	1	0	1	1	1	1	1	1	2	-1	1	1	-1	1	1	0	0	0	0	-1	0	0	-1	-1	1	-1	1	-1	0	-1	1	1	1	1	-1	-2	0	-2	0	1	-1	0	0	0	0	0	0	-1	-1	0	1	-1
88	Hong Kong	AI	UHK	87	86	88	0.104	8.109	87	87	87	16	127	140	196	87	216	-0.022	-0.011	-0.054	0.871	-0.549	-0.628	-1.178	0.054	-1.374	6	1	-1	1	-1	1	1	0	1	-1	2	1	1	1	0	1	1	1	1	1	1	0	1	1	1	-2	-1	1	1	0	0	-2	-2	1	-2	1	1	0	1	1	2	1	-1	0	0	-2	0	-1	-1	1	2	-2	0	2	1	0	-1	0	1	0	-2	-2	-2	-1	-1	0	-1	-1	-1	0	0	0	0	0
89	Helsinki	EU	UH	87.5	88	87	0.093	8.25	99	99	99	48	87	77	76	26	236	0.112	0.125	0.076	0.613	-0.061	0.105	0.156	0.717	-1.593	4	1	-1	1	-2	0	1	-1	1	-1	1	1	-1	0	0	0	0	1	1	1	-1	0	1	0	1	0	0	0	0	-2	1	-1	1	1	-2	-2	1	-1	-1	1	-1	0	1	-1	2	1	0	-1	1	-1	0	-1	1	1	1	1	0	0	0	1	1	1	1	0	0	0	0	0	0	0	0	1	1	-1
90	Phoenix	SW	ASU	89	89	89	0.091	8.095	54	45	75	88	61	162	404	267	10	-0.393	-0.489	-0.185	0.29	0.256	-0.884	-3.489	-1.902	0.89	7	1	-1	1	-1	-1	0	2	2	-1	1	1	-2	1	0	1	1	0	-1	1	1	0	1	1	1	-1	0	0	0	-1	-1	2	1	1	2	1	1	0	-1	0	1	-1	-1	0	-2	-2	1	1	-1	-2	0	0	-1	-2	-1	1	1	-2	0	1	0	0	-1	0	0	0	0	0	0	0	0	-2	-1	1
91	Santa Cruz	PC	UCSC	90.5	90	91	0.083	5.784	63	35	86	201	176	289	384	608	23	-0.292	-0.602	-0.065	-0.621	-1.146	-2.36	-3.267	-5.609	0.747	9	-1	-1	0	2	-1	-1	-1	-1	-1	-1	1	0	-1	1	-1	1	1	1	1	1	0	0	0	1	2	1	2	2	2	0	-1	-1	-1	-1	2	1	0	-1	1	1	1	-1	1	0	-1	1	1	-1	2	0	-1	0	-2	-1	0	0	0	1	-1	1	1	1	0	0	0	0	0	0	0	-1	2	-1	-1
92	Irvine	PC	UCI	90.5	91	90	0.075	6.684	43	26	69	201	57	73	81	190	156	-0.517	-0.705	-0.25	-0.621	0.305	0.151	0.1	-1.065	-0.714	5	1	-1	1	-1	-1	1	-1	-1	-1	-1	1	-2	-1	-1	0	-1	1	1	1	1	1	1	2	1	-2	1	0	1	1	0	0	0	2	1	0	2	0	1	2	1	0	-1	1	-2	-2	2	1	1	-2	-2	-2	0	-2	-1	-1	0	1	1	-1	1	1	1	0	0	0	0	0	0	-1	1	2	-2	1
93	Liege	EU	UL	92	92	92	0.063	5.633	93	93	93	188	221	168	221	163	8	0.045	0.057	0.011	-0.516	-1.695	-0.953	-1.456	-0.772	0.912	5	-1	-1	1	0	1	2	-1	0	-1	-1	1	0	-1	1	1	1	-1	1	-1	-1	0	1	0	0	1	1	-1	2	1	2	0	1	1	-1	1	0	-1	-1	0	-2	1	1	1	-1	-1	-1	-1	-1	1	1	-1	1	2	0	1	0	0	0	-1	1	1	0	0	0	0	0	0	0	0	0	0	1	-1
94	Gottingen	DE	UG	93	93	93	0.056	4.993	72	72	72	201	130	119	135	209	187	-0.191	-0.182	-0.217	-0.621	-0.585	-0.384	-0.5	-1.272	-1.055	5	-1	-1	1	1	1	1	-1	-1	-1	1	-1	0	-1	1	0	1	1	-1	1	-1	0	0	-1	1	2	1	1	2	2	2	-1	-1	-1	0	1	0	0	-1	-1	0	1	1	0	1	1	1	-1	-1	0	0	-1	1	0	1	1	0	0	0	1	1	0	-1	0	0	0	0	0	0	-2	-1	-1	0	-1
95	Bristol	UK	UB	94	94	94	0.053	4.7	99	99	99	136	100	109	174	112	80	0.112	0.125	0.076	-0.097	-0.22	-0.267	-0.933	-0.217	0.121	3	-1	-1	1	0	-1	1	-1	-1	-1	-1	-1	0	-1	1	1	1	1	1	1	-1	0	0	0	1	1	1	1	1	1	2	-1	1	1	1	1	1	0	-1	-1	0	1	0	1	-1	-1	1	-1	1	-1	-1	-1	1	1	1	1	-1	-2	0	-2	0	1	-1	0	0	0	0	0	0	-1	-1	0	1	-1
96	Charlottesville	MA	UVA	95.5	95	96	0.045	2.942	58	38	57	201	50	86	62	133	36	-0.348	-0.568	-0.38	-0.621	0.39	0	0.311	-0.446	0.604	2	-1	-1	1	0	-1	0	-1	-1	-1	-1	0	0	1	1	1	1	0	-1	1	1	-1	-2	-1	0	2	-1	1	2	0	1	-2	1	1	-1	1	0	0	-1	1	1	1	-1	-1	1	0	0	2	2	0	1	0	0	-2	0	1	1	0	0	0	0	-1	-1	0	0	0	0	0	0	0	-1	0	-1	0
97	State College	MA	PSU Reference	95.5	96	95	0.04	4.327	68	41	78	99	23	42	78	104	17	-0.236	-0.534	-0.152	0.202	0.72	0.512	0.133	-0.13	0.813	4	-1	-1	1	1	-1	-1	-1	-1	-1	-1	-1	0	-1	1	1	0	0	-1	0	1	1	-2	-1	0	1	0	2	1	2	0	-1	1	-1	-2	0	0	0	-1	0	1	1	-1	-1	2	-1	-2	2	-1	1	0	0	1	0	1	1	1	0	0	0	1	0	0	0	0	0	0	0	0	1	-2	0	0	-1
98	Leeds	UK	UL	97	97	97	0.03	2.481	99	99	99	168	98	180	225	120	126	0.112	0.125	0.076	-0.355	-0.195	-1.093	-1.5	-0.304	-0.385	3	0	-1	1	0	0	1	-1	-1	-1	-1	-1	-1	-1	0	-1	1	0	0	1	-1	0	1	1	0	0	1	1	1	1	2	-1	1	1	0	1	2	1	-1	-1	-1	1	0	1	-1	-1	1	-1	1	0	1	-1	1	1	1	1	-1	-2	0	-2	0	1	-1	0	0	0	0	0	0	-1	0	0	1	-1
99	Fort Collins	RM	CS	98	98	98	0.027	2.373	37	28	78	201	142	161	236	102	296	-0.584	-0.682	-0.152	-0.621	-0.732	-0.872	-1.622	-0.109	-2.253	5	-1	-1	1	2	-1	-2	-1	0	-1	-1	-1	-1	0	1	0	0	0	1	1	1	-1	1	-1	1	2	0	2	2	0	-2	-2	2	-1	-1	2	0	0	-1	0	2	1	-1	-1	-2	-1	1	1	-1	2	1	-1	1	-2	-1	0	1	0	0	0	1	1	1	0	0	0	0	0	0	2	0	0	0	-1
100	Liverpool	UK	UL	99	99	99	0.019	1.659	92	92	92	77	180	167	243	134	319	0.034	0.045	0	0.379	-1.195	-0.942	-1.7	-0.457	-2.505	4	0	-1	1	0	-1	1	-1	-1	-1	-1	-1	0	-1	1	1	1	1	1	1	-1	0	1	1	0	0	1	0	1	1	2	-1	1	1	-1	1	1	0	-1	1	0	-1	0	1	-1	-1	1	-1	1	-1	0	-1	1	1	1	1	-1	-2	0	-2	0	1	-1	0	0	0	0	0	0	-1	1	0	1	-1