Easy to use Offensive Power Rankings (OPR) program for mid-regional scouting - Page 9

Bongle · #**121** 30-03-2009, 19:41

V10
-Fixes parsing issue
-Fixes bugs in RPI implementation

Nawaid Ladak · #**122** 30-03-2009, 20:41

when i select all regionals, under that tab

it will terminate the program for some reason... is this because both MN and GLR (sry, i mean MSC) haven't been completed?

Bongle · #**123** 30-03-2009, 21:35

Quote:

Originally Posted by Nawaid Ladak

when i select all regionals, under that tab

it will terminate the program for some reason... is this because both MN and GLR (sry, i mean MSC) haven't been completed?

That's because I added the text for that feature, but didn't finish adding the feature. I suppose I'll do it now. v11 coming soon (if it turns out to be easy).

Goldeye · #**124** 30-03-2009, 22:32

Still can't get old regionals.
This is the tail of `oprnet.exe ny 2008 all`

Code:

Downloaded 148551 bytes
File download complete
Failure to parse qualification match 0
Solving matrix...
Could not perform OPR calculations.  There may not have been enough matches play
ed.  Try again later.
        Failure to compute statistics.  Code: -2147467259

Also, instead of putting in the search all, maybe it would just be better to run it on your own and post the results, so we don't harass first's bandwidth too much (or have to wait for it to process)

Bongle · #**125** 30-03-2009, 22:32

Alright folks, the feature that my PM box has been filling up for:
V11
-Can now do every single regional at once
-Fixed a bug where it would lock up trying to parse some regionals

Example syntax:

Code:

oprnet all 2009 all r q > allRegionals.txt

Will print all statistics for all regionals to allRegionals.txt. On my computer, it took about 1 minute to finish. If it takes longer than 5, something is wrong-ish. You'll still be able to open the file, but it might not have every team in it.

Now that everything can be spat into a single file and analyzed in excel, I've realized:
1) RPI is still broken (look at the 'gt' regional's RPIs)
2) SAA is fairly useless so far as predicting a team's finishing position
3) OPR is fairly good at predicting a team's finishing position
4) I need to do some more parsing to get more statistics. How does OPR correlate to win %? What is the distribution of OPRs among elimination alliances?

You make a good point about harrassing bandwidth. Here is a nice tab-separated data block:

Code:

Rank	Outof	Reg	Team	OPR	SAA	PM	RPI
1	59	on	188	54.8454	20.1327	34.7127	0.606606
2	59	on	2056	48.8918	8.98663	39.9052	0.619678
3	59	on	1114	34.516	11.1734	23.3426	0.531504
4	59	on	2386	33.961	2.10167	31.8593	0.621064
5	59	on	610	33.2707	17.1356	16.1352	0.570747
6	59	on	1503	33.0993	12.0785	21.0208	0.541568
7	59	on	1126	32.6056	17.8517	14.754	0.521051
8	59	on	1141	31.1227	3.41049	27.7122	0.522872
9	59	on	772	28.7774	31.3252	-2.54786	0.493484
10	59	on	2625	28.3546	22.3965	5.95817	0.517007
11	59	on	2200	27.7983	2.30793	25.4904	0.515181
12	59	on	1241	25.869	12.2174	13.6517	0.512651
13	59	on	854	25.4401	21.5575	3.8826	0.57824
14	59	on	2361	25.0423	10.3198	14.7225	0.478506
15	59	on	1310	23.5855	10.9669	12.6186	0.544426
16	59	on	886	23.5667	13.7587	9.80799	0.511241
17	59	on	1305	22.5284	27.9254	-5.39696	0.517104
18	59	on	1244	21.4576	36.9551	-15.4975	0.491933
19	59	on	1219	21.2337	8.90821	12.3255	0.577973
20	59	on	3117	21.0902	17.1868	3.90336	0.477793
21	59	on	1006	20.9014	20.0291	0.872234	0.540557
22	59	on	781	20.1785	29.9166	-9.73807	0.465813
23	59	on	2852	19.8415	16.0344	3.80707	0.506237
24	59	on	2809	19.4044	25.2875	-5.88309	0.546606
25	59	on	2505	19.0277	12.0269	7.00082	0.547673
26	59	on	2166	18.9514	26.5083	-7.55683	0.48297
27	59	on	2198	18.9183	14.3635	4.55479	0.457442
28	59	on	1535	18.0582	8.27375	9.78445	0.557943
29	59	on	1334	17.9872	5.18729	12.8	0.546712
30	59	on	2076	16.8631	17.7665	-0.903471	0.497861
31	59	on	2935	16.7217	37.1408	-20.4191	0.483738
32	59	on	1605	16.4245	22.4556	-6.03112	0.526173
33	59	on	1846	15.7142	27.5082	-11.7939	0.443499
34	59	on	1075	15.0236	14.0354	0.988181	0.491583
35	59	on	2013	14.5088	15.0915	-0.582691	0.535436
36	59	on	2994	14.2357	2.34451	11.8911	0.413479
37	59	on	677	14.1976	2.81744	11.3801	0.485846
38	59	on	1518	13.8889	25.2581	-11.3692	0.511929
39	59	on	1559	13.7832	22.356	-8.57278	0.480471
40	59	on	1547	13.696	13.6963	-0.000324249	0.529993
41	59	on	2626	13.5433	28.2256	-14.6823	0.443538
42	59	on	1404	13.5305	21.6218	-8.09133	0.520131
43	59	on	1312	12.2419	15.9158	-3.67384	0.465242
44	59	on	919	11.6764	36.4368	-24.7604	0.475998
45	59	on	1835	10.7791	6.87518	3.90387	0.503955
46	59	on	1514	10.7266	32.29	-21.5634	0.421039
47	59	on	1558	10.6766	31.0299	-20.3533	0.41148
48	59	on	2634	8.86438	22.7321	-13.8678	0.44543
49	59	on	1325	8.59273	13.6599	-5.0672	0.502041
50	59	on	2185	8.50867	29.1764	-20.6678	0.492032
51	59	on	771	7.85468	7.58999	0.264695	0.524004
52	59	on	1482	7.19423	11.0677	-3.87344	0.504039
53	59	on	907	6.93794	13.1205	-6.18259	0.435557
54	59	on	843	5.35	31.3512	-26.0012	0.432592
55	59	on	865	5.15013	14.3252	-9.17505	0.448685
56	59	on	1053	3.10232	38.5109	-35.4085	0.408296
57	59	on	2670	1.63005	33.2534	-31.6234	0.420281
58	59	on	1246	1.47727	38.4821	-37.0049	0.39202
59	59	on	1815	1.03729	-7.78935	8.82664	0.440189
1	44	az	1726	51.507	5.52655	45.9805	0.629979
2	44	az	69	45.903	7.08524	38.8177	0.59304
3	44	az	2840	36.2716	13.8319	22.4397	0.557527
4	44	az	1828	34.0316	19.0508	14.9808	0.521489
5	44	az	1633	30.8113	8.78649	22.0248	0.506179
6	44	az	60	29.2345	12.8123	16.4222	0.514477
7	44	az	3014	28.7811	11.0879	17.6932	0.527802
8	44	az	2570	28.7099	18.3277	10.3822	0.564564
9	44	az	2844	22.8101	18.0122	4.79786	0.490447
10	44	az	1492	22.4383	29.4573	-7.01895	0.513632
11	44	az	842	22.3816	19.4508	2.93075	0.530111
12	44	az	3048	22.0912	18.677	3.41423	0.457237
13	44	az	1013	21.1482	21.858	-0.709834	0.490043
14	44	az	991	20.034	8.14128	11.8927	0.448315
15	44	az	39	19.017	10.2414	8.77559	0.571386
16	44	az	1165	19.0092	13.8099	5.19927	0.533687
17	44	az	3019	18.4419	15.2608	3.18107	0.48368
18	44	az	2375	17.6358	14.1543	3.4815	0.508218
19	44	az	2196	16.76	44.9923	-28.2324	0.441389
20	44	az	2837	16.3634	13.6865	2.67689	0.502039
21	44	az	2102	16.2802	1.91595	14.3642	0.557264
22	44	az	2414	15.4971	13.5909	1.90618	0.454904
23	44	az	498	15.0806	15.7795	-0.69893	0.486068
24	44	az	996	13.7852	13.7223	0.0629649	0.50455
25	44	az	2128	13.5854	15.9223	-2.33683	0.458603
26	44	az	2134	13.424	13.5552	-0.131222	0.475701
27	44	az	812	12.094	3.2338	8.86023	0.527306
28	44	az	1852	10.8461	30.2139	-19.3678	0.394847
29	44	az	2839	10.6184	3.5947	7.02367	0.557668
30	44	az	698	10.4561	6.63889	3.81722	0.524073
31	44	az	1290	9.95298	17.9291	-7.97615	0.456184
32	44	az	1212	9.70459	17.6509	-7.94631	0.492566
33	44	az	2662	9.39008	25.059	-15.6689	0.443495
34	44	az	2647	9.22693	17.1734	-7.94646	0.432203
35	44	az	2478	8.87174	19.4835	-10.6117	0.507018
36	44	az	1798	5.44938	17.8092	-12.3598	0.428547
37	44	az	2486	5.24913	15.2961	-10.047	0.405252
38	44	az	1324	4.703	29.327	-24.624	0.435853
39	44	az	2413	4.68567	16.8566	-12.1709	0.506369
40	44	az	1164	3.92853	12.2307	-8.30218	0.458119
41	44	az	2657	0.226015	10.3164	-10.0904	0.447286
42	44	az	2406	-5.06044	28.8235	-33.8839	0.384302
43	44	az	2449	-6.14376	30.0496	-36.1933	0.433134
44	44	az	2403	-8.34279	6.46576	-14.8086	0.521029
1	31	la	624	37.5215	7.57843	29.9431	0.604245
2	31	la	2992	36.2094	13.1379	23.0716	0.562424
3	31	la	456	32.1632	10.3153	21.8479	0.519982
4	31	la	364	31.8626	7.21552	24.6471	0.56093
5	31	la	2242	27.359	13.4355	13.9235	0.549976
6	31	la	348	25.7869	8.69074	17.0962	0.526802
7	31	la	1421	25.2036	17.2866	7.91705	0.521378
8	31	la	1477	24.0657	9.14321	14.9225	0.602806
9	31	la	499	23.2864	14.4571	8.82929	0.533008
10	31	la	1927	21.0778	20.3387	0.739096	0.47744
11	31	la	2815	20.9063	19.4731	1.43324	0.551356
12	31	la	3039	20.1723	18.7189	1.45332	0.4897
13	31	la	49	20.0034	5.74428	14.2591	0.536315
14	31	la	2540	19.6792	18.5588	1.12041	0.51948
15	31	la	2183	17.0757	23.8029	-6.72725	0.477688
16	31	la	2975	16.9819	22.0015	-5.01955	0.539639
17	31	la	2091	16.726	8.80537	7.92067	0.494787
18	31	la	1920	16.6725	16.8372	-0.164669	0.501475
19	31	la	2206	16.4536	15.9519	0.501736	0.518175
20	31	la	462	16.3796	14.4039	1.97572	0.486386
21	31	la	538	15.7757	19.3412	-3.56554	0.520708
22	31	la	2920	13.531	24.3581	-10.8271	0.434725
23	31	la	2078	12.0344	21.6879	-9.65344	0.489204
24	31	la	2556	11.0735	15.7073	-4.63386	0.431245
25	31	la	2983	7.98988	24.7153	-16.7255	0.384616
26	31	la	1912	6.80565	26.8757	-20.0701	0.403701
27	31	la	2873	6.19531	24.2784	-18.0831	0.470999
28	31	la	2221	5.74443	29.7362	-23.9917	0.474477
29	31	la	2173	5.33167	26.136	-20.8044	0.448598
30	31	la	2080	4.52307	26.9292	-22.4061	0.460145
31	31	la	1550	1.37417	30.483	-29.1088	0.404223
1	35	in	111	37.5717	22.0022	15.5695	0.552808
2	35	in	45	36.8054	10.0286	26.7768	0.541687
3	35	in	2081	36.32	18.2849	18.0351	0.532106
4	35	in	234	36.021	24.124	11.897	0.542232
5	35	in	292	30.3989	17.1473	13.2516	0.532375
6	35	in	868	30.0659	19.4379	10.6281	0.550754
7	35	in	1720	27.0959	12.2279	14.868	0.567294
8	35	in	2040	26.8393	16.5074	10.332	0.525657
9	35	in	135	25.8244	30.9065	-5.08207	0.5101
10	35	in	1741	24.0896	18.1145	5.97512	0.54593
11	35	in	1760	24.0413	8.84041	15.2009	0.548332
12	35	in	393	23.2011	11.1786	12.0225	0.481147
13	35	in	1747	23.0703	24.7694	-1.69912	0.49194
14	35	in	1327	21.1504	14.3529	6.7975	0.464685
15	35	in	829	21.1318	17.9717	3.16014	0.481572
16	35	in	2856	20.7318	17.9817	2.7501	0.44791
17	35	in	447	20.1074	12.0284	8.07899	0.524031
18	35	in	1000	20.0275	12.302	7.72554	0.54554
19	35	in	1018	19.8793	19.4218	0.457542	0.507752
20	35	in	554	19.1676	20.6737	-1.50609	0.460903
21	35	in	2197	19.0308	21.4792	-2.44839	0.434653
22	35	in	1024	17.9828	33.4499	-15.4671	0.42948
23	35	in	2749	14.6798	28.6512	-13.9714	0.434754
24	35	in	2368	13.6132	26.4408	-12.8276	0.416941
25	35	in	1555	12.5982	9.96872	2.62948	0.453313
26	35	in	2360	12.5275	23.6415	-11.1141	0.493114
27	35	in	461	12.4053	27.4617	-15.0564	0.426025
28	35	in	2867	12.2315	15.0955	-2.86397	0.457781
29	35	in	2171	11.6209	23.4083	-11.7873	0.465667
30	35	in	2783	10.5882	30.9009	-20.3127	0.379917
31	35	in	1501	10.4582	12.196	-1.73785	0.45755
32	35	in	451	9.33853	22.741	-13.4024	0.445716
33	35	in	1646	8.40234	20.9129	-12.5105	0.483242
34	35	in	1529	5.33043	21.5463	-16.2159	0.406377
35	35	in	2909	1.38978	31.5001	-30.1103	0.414814
1	53	ma	155	33.5987	4.62853	28.9701	0.571982
2	53	ma	2009	31.7988	10.1325	21.6663	0.493061
3	53	ma	125	31.7029	12.1213	19.5816	0.538738
4	53	ma	61	30.68	4.54397	26.136	0.592345
5	53	ma	1100	28.9207	10.2872	18.6335	0.608882
6	53	ma	190	28.3785	10.7997	17.5788	0.569714
7	53	ma	69	27.3015	12.2696	15.0319	0.543852
8	53	ma	1153	26.9746	5.09026	21.8843	0.539925
9	53	ma	178	26.3006	9.33681	16.9638	0.589812
10	53	ma	1757	26.1883	0.113529	26.0748	0.546202
11	53	ma	126	24.5894	10.9621	13.6273	0.544783
12	53	ma	2888	24.4331	14.6363	9.79674	0.477459
13	53	ma	1761	24.3744	18.2952	6.0792	0.456348
14	53	ma	1735	23.2025	11.7197	11.4829	0.54218
15	53	ma	1350	22.1187	14.292	7.82674	0.505372
16	53	ma	2877	21.7195	13.3083	8.41116	0.568322
17	53	ma	2104	20.9756	14.2522	6.72342	0.485774
18	53	ma	701	20.5658	2.67166	17.8941	0.580038
19	53	ma	97	20.4236	25.8289	-5.40529	0.423402
20	53	ma	1474	18.9	15.4578	3.44219	0.492468
21	53	ma	2713	17.6279	13.8169	3.81095	0.513335
22	53	ma	88	17.5851	32.2593	-14.6742	0.483855
23	53	ma	2386	17.189	0.658249	16.5307	0.527425
24	53	ma	2423	16.1274	21.5849	-5.45743	0.49302
25	53	ma	157	15.4743	28.897	-13.4227	0.532892
26	53	ma	2349	14.8445	-0.3816	15.2261	0.513039
27	53	ma	2447	14.413	28.098	-13.685	0.384163
28	53	ma	1779	11.5632	36.0711	-24.5079	0.422565
29	53	ma	1768	11.4428	23.0672	-11.6244	0.434834
30	53	ma	213	11.3702	14.6789	-3.30867	0.517722
31	53	ma	2589	11.3455	16.6873	-5.34184	0.513874
32	53	ma	2648	11.1797	8.53841	2.64126	0.491821
33	53	ma	2043	11.0902	23.3465	-12.2563	0.454458
34	53	ma	2103	10.945	11.3027	-0.357683	0.520557
35	53	ma	1916	10.8557	-4.48038	15.3361	0.540653
36	53	ma	1965	10.741	23.3392	-12.5982	0.50579
37	53	ma	348	10.2713	35.753	-25.4817	0.491023
38	53	ma	2871	8.83003	13.6525	-4.82248	0.434888
39	53	ma	2079	8.60672	27.0054	-18.3987	0.458387
40	53	ma	1099	8.07857	14.5298	-6.45121	0.475352
41	53	ma	230	7.96109	14.2207	-6.25961	0.396702
42	53	ma	839	6.734	13.9081	-7.17412	0.388133
43	53	ma	2262	6.64915	18.3149	-11.6658	0.499082
44	53	ma	529	6.23561	32.3697	-26.1341	0.414586
45	53	ma	246	5.11496	18.9505	-13.8356	0.462612
46	53	ma	2876	4.83318	-2.80568	7.63886	0.435023
47	53	ma	549	3.64858	16.0899	-12.4413	0.493332
48	53	ma	2127	2.71515	26.7053	-23.9901	0.40499
49	53	ma	2084	1.06864	15.79	-14.7214	0.459182
50	53	ma	2593	0.876608	15.9154	-15.0388	0.381059
51	53	ma	2124	0.0550931	10.5158	-10.4607	0.455214
52	53	ma	1973	-0.623678	33.3164	-33.94	0.476472
53	53	ma	1027	-3.66528	5.60219	-9.26748	0.411538
1	59	oh	1038	31.831	12.5406	19.2903	0.592624
2	59	oh	1747	30.4297	15.8473	14.5824	0.593656
3	59	oh	291	28.6585	15.305	13.3535	0.541007
4	59	oh	695	28.1463	12.3604	15.7859	0.538719
5	59	oh	1018	27.7495	14.0602	13.6893	0.586798
6	59	oh	868	27.4834	8.54806	18.9353	0.496501
7	59	oh	292	25.3329	21.4342	3.8987	0.532922
8	59	oh	3010	24.7657	7.93989	16.8258	0.544604
9	59	oh	963	22.8459	26.1788	-3.33286	0.545408
10	59	oh	2387	22.6675	11.3124	11.3551	0.534412
11	59	oh	48	22.3503	8.19148	14.1588	0.572769
12	59	oh	829	22.1909	4.45296	17.738	0.519623
13	59	oh	2197	21.6291	14.3872	7.2419	0.53714
14	59	oh	1319	21.3767	17.5604	3.81634	0.551483
15	59	oh	1250	20.9356	22.2275	-1.2919	0.509323
16	59	oh	1248	20.8734	14.0385	6.83486	0.416705
17	59	oh	1317	20.595	14.1922	6.4028	0.494412
18	59	oh	2917	20.1978	10.8899	9.30791	0.515128
19	59	oh	1001	19.0453	9.04296	10.0024	0.472593
20	59	oh	1014	18.9504	8.52196	10.4284	0.553096
21	59	oh	108	18.8939	22.1052	-3.21129	0.492882
22	59	oh	1787	18.3003	28.7125	-10.4122	0.444162
23	59	oh	1502	17.7242	6.00737	11.7168	0.591894
24	59	oh	279	17.548	16.6166	0.9314	0.520326
25	59	oh	1308	17.2366	11.1114	6.1252	0.45716
26	59	oh	2901	16.7762	7.98698	8.7892	0.50303
27	59	oh	1008	16.1752	26.2176	-10.0423	0.465118
28	59	oh	1646	15.5937	11.0258	4.56792	0.53186
29	59	oh	451	15.3489	27.2984	-11.9496	0.448246
30	59	oh	2603	14.8573	14.3233	0.534061	0.527682
31	59	oh	1270	14.4192	15.7114	-1.29225	0.490223
32	59	oh	306	14.3287	18.8962	-4.56746	0.506206
33	59	oh	1990	14.3164	16.1524	-1.83603	0.545983
34	59	oh	379	13.2594	17.7726	-4.51323	0.412675
35	59	oh	461	13.0212	12.3417	0.679443	0.575968
36	59	oh	2941	12.6039	22.9779	-10.374	0.43805
37	59	oh	2031	12.1031	25.0171	-12.914	0.424601
38	59	oh	1143	12.0917	13.0162	-0.924491	0.45803
39	59	oh	964	11.6682	23.9158	-12.2476	0.446072
40	59	oh	677	11.3785	15.7122	-4.33373	0.45041
41	59	oh	2172	11.2238	8.91995	2.30383	0.451822
42	59	oh	276	11.0424	17.1592	-6.11686	0.466936
43	59	oh	1590	11.0003	21.2679	-10.2677	0.368327
44	59	oh	2665	10.8872	15.7601	-4.87297	0.489892
45	59	oh	3121	10.8408	20.7715	-9.93072	0.442538
46	59	oh	2835	10.7061	15.5328	-4.82667	0.506371
47	59	oh	2399	10.4885	22.5004	-12.0118	0.426895
48	59	oh	888	9.60093	24.5194	-14.9184	0.440298
49	59	oh	2010	9.48409	17.8114	-8.3273	0.442909
50	59	oh	120	9.43429	19.8288	-10.3946	0.374873
51	59	oh	1274	8.8007	18.4098	-9.60905	0.465875
52	59	oh	872	7.26605	6.91529	0.350757	0.463556
53	59	oh	63	5.80469	10.9779	-5.17323	0.448945
54	59	oh	1766	5.77301	14.1315	-8.35849	0.424352
55	59	oh	2632	5.17401	16.6661	-11.4921	0.481212
56	59	oh	1643	3.44173	9.91547	-6.47374	0.411082
57	59	oh	1386	2.29641	7.96365	-5.66724	0.487048
58	59	oh	2051	1.11025	19.9789	-18.8686	0.362767
59	59	oh	2252	-4.2769	2.7524	-7.02929	0.426927
1	55	md	1195	40.5344	17.5991	22.9353	0.522664
2	55	md	40	39.5288	17.0022	22.5266	0.58239
3	55	md	768	37.8062	21.0651	16.7411	0.521748
4	55	md	2199	36.9275	21.8992	15.0283	0.59235
5	55	md	2377	32.7323	18.6848	14.0474	0.532119
6	55	md	190	31.942	20.2199	11.7221	0.515659
7	55	md	1626	27.8995	18.7721	9.12737	0.488519
8	55	md	1893	27.5506	24.5949	2.95567	0.533111
9	55	md	166	25.9071	19.8892	6.01793	0.537781
10	55	md	449	25.7171	22.7501	2.96702	0.542676
11	55	md	836	24.6524	17.4179	7.2344	0.559831
12	55	md	1111	24.489	34.5252	-10.0362	0.423932
13	55	md	2016	23.9104	11.5193	12.3911	0.484006
14	55	md	2528	23.7838	8.18908	15.5948	0.4664
15	55	md	287	23.556	10.9917	12.5643	0.501141
16	55	md	2079	23.5015	21.3628	2.13869	0.475779
17	55	md	2534	23.1029	15.5518	7.55105	0.517597
18	55	md	379	22.1079	19.4918	2.61604	0.434714
19	55	md	1884	22.0564	20.3512	1.70513	0.439097
20	55	md	1727	21.9155	8.57633	13.3392	0.557916
21	55	md	7	21.4468	12.8638	8.58302	0.504373
22	55	md	75	21.4198	21.4896	-0.0698227	0.465439
23	55	md	888	20.9616	20.1582	0.803336	0.478208
24	55	md	2641	20.8986	5.07237	15.8263	0.477134
25	55	md	1511	20.6953	-4.74795	25.4433	0.527994
26	55	md	2866	20.5795	7.66423	12.9153	0.547128
27	55	md	229	20.2869	38.5575	-18.2706	0.482045
28	55	md	527	17.8187	14.1633	3.65539	0.528827
29	55	md	134	15.9621	29.017	-13.0549	0.420886
30	55	md	1748	15.7391	18.4112	-2.6721	0.411566
31	55	md	1980	15.5186	20.8753	-5.35669	0.500348
32	55	md	752	15.3178	15.9045	-0.586787	0.488304
33	55	md	1230	14.7886	14.0233	0.765333	0.433412
34	55	md	1418	14.6641	19.898	-5.2339	0.485897
35	55	md	2849	13.7858	14.0451	-0.259233	0.412771
36	55	md	1656	13.4795	13.9751	-0.495606	0.417787
37	55	md	2053	12.9486	21.5805	-8.63185	0.44367
38	55	md	339	12.9004	21.2817	-8.38126	0.492578
39	55	md	1446	12.7988	31.4077	-18.6089	0.414369
40	55	md	1886	12.6584	30.7338	-18.0753	0.390834
41	55	md	1168	12.5112	17.1567	-4.64545	0.511744
42	55	md	303	11.9224	17.8598	-5.9374	0.427665
43	55	md	53	11.3629	13.5214	-2.15849	0.443466
44	55	md	2483	11.2799	12.7549	-1.47501	0.502413
45	55	md	614	10.9224	27.3825	-16.4601	0.408347
46	55	md	467	10.8559	16.4226	-5.5667	0.510887
47	55	md	1389	10.4761	24.7675	-14.2913	0.418081
48	55	md	1719	9.93943	29.72	-19.7805	0.460204
49	55	md	686	9.86892	34.0916	-24.2227	0.405297
50	55	md	2546	9.59762	13.1334	-3.53582	0.452742
51	55	md	2537	8.80192	11.9763	-3.17438	0.463524
52	55	md	1933	6.50178	26.5839	-20.0821	0.437616
53	55	md	1640	5.95189	1.26466	4.68723	0.454988
54	55	md	2234	4.7429	32.0952	-27.3523	0.381571
55	55	md	203	-1.87537	9.61134	-11.4867	0.395111
1	48	co	399	48.5697	6.64104	41.9286	0.646447
2	48	co	207	36.793	13.7087	23.0842	0.630291
3	48	co	1158	35.6508	7.37693	28.2739	0.564153
4	48	co	233	32.5611	30.5336	2.02756	0.523621
5	48	co	1619	32.2731	23.8473	8.42576	0.527589
6	48	co	1939	31.605	6.01861	25.5864	0.497543
7	48	co	1332	31.0229	-5.36029	36.3832	0.596088
8	48	co	1361	30.2827	9.83498	20.4477	0.525132
9	48	co	2164	30.0582	9.7305	20.3277	0.500378
10	48	co	1583	28.7593	2.69893	26.0604	0.577475
11	48	co	2275	27.5694	27.1265	0.442976	0.47175
12	48	co	1777	26.6184	16.9061	9.71231	0.579932
13	48	co	4	24.7221	16.4018	8.3203	0.455593
14	48	co	2711	23.7588	9.0407	14.7181	0.556217
15	48	co	159	23.1223	-0.167259	23.2896	0.523904
16	48	co	1584	22.4504	6.02058	16.4299	0.578798
17	48	co	1348	22.2132	13.5613	8.65195	0.498583
18	48	co	2226	21.7053	0.587822	21.1175	0.561508
19	48	co	662	19.3519	25.0719	-5.71995	0.422902
20	48	co	1552	18.8337	6.70589	12.1278	0.534864
21	48	co	2240	17.1023	24.0462	-6.94389	0.463719
22	48	co	2410	16.5329	8.18888	8.34404	0.510488
23	48	co	1157	15.7032	10.9701	4.73316	0.482804
24	48	co	2400	15.3915	23.3395	-7.94806	0.468915
25	48	co	2083	15.3713	18.9227	-3.55138	0.451436
26	48	co	1377	14.5712	21.9673	-7.39608	0.464569
27	48	co	1515	14.0042	17.0747	-3.0705	0.475907
28	48	co	1303	13.5207	24.6735	-11.1528	0.516629
29	48	co	1789	11.9918	24.9295	-12.9377	0.441138
30	48	co	2259	11.884	26.7421	-14.8581	0.503874
31	48	co	1245	11.4403	20.0351	-8.59477	0.452475
32	48	co	1410	11.3206	14.5081	-3.1875	0.459184
33	48	co	1987	11.2693	31.8868	-20.6176	0.553571
34	48	co	2859	10.8275	15.8989	-5.07141	0.504535
35	48	co	2249	10.5478	26.6323	-16.0845	0.39692
36	48	co	1339	10.4888	25.7821	-15.2933	0.469482
37	48	co	2972	10.2097	28.6317	-18.422	0.504157
38	48	co	1408	9.86006	11.1354	-1.27537	0.504535
39	48	co	2996	8.03342	19.6784	-11.645	0.4726
40	48	co	1357	7.60385	35.2037	-27.5998	0.415438
41	48	co	1691	4.88787	9.11084	-4.22297	0.523054
42	48	co	2250	4.86353	16.3596	-11.4961	0.458806
43	48	co	2036	1.95582	23.2913	-21.3355	0.501417
44	48	co	1977	1.91559	15.716	-13.8004	0.521731
45	48	co	443	0.366821	17.8404	-17.4735	0.39503
46	48	co	2261	-0.338212	24.3817	-24.7199	0.413454
47	48	co	1799	-1.06422	34.8427	-35.9069	0.459373
48	48	co	2945	-3.46897	26.639	-30.1079	0.441988
1	60	ct	694	51.2924	10.4047	40.8878	0.560702
2	60	ct	2877	47.5881	13.4042	34.1839	0.527964
3	60	ct	121	47.1896	8.28233	38.9073	0.632378
4	60	ct	175	42.6279	5.2054	37.4225	0.590092
5	60	ct	1073	39.332	22.8374	16.4946	0.575211
6	60	ct	1100	38.9061	14.9876	23.9185	0.589658
7	60	ct	716	38.8168	9.50193	29.3149	0.558656
8	60	ct	178	32.8256	32.4191	0.406471	0.482763
9	60	ct	20	31.2986	23.1204	8.17826	0.527096
10	60	ct	558	29.9801	30.4537	-0.473572	0.437004
11	60	ct	241	29.0602	10.9889	18.0712	0.467014
12	60	ct	126	28.6561	28.3521	0.30398	0.55475
13	60	ct	61	27.5044	12.6972	14.8072	0.539063
14	60	ct	236	26.6578	17.7875	8.87024	0.502914
15	60	ct	2170	25.7603	20.5589	5.20137	0.440786
16	60	ct	1155	24.9979	14.1846	10.8133	0.562996
17	60	ct	549	23.6164	22.701	0.915378	0.472594
18	60	ct	1902	23.2304	14.99	8.24038	0.476252
19	60	ct	2228	23.2236	30.1375	-6.91387	0.491381
20	60	ct	743	23.1707	15.9236	7.24704	0.496528
21	60	ct	663	21.7628	28.7756	-7.01281	0.46627
22	60	ct	177	21.5735	17.5663	4.00721	0.553075
23	60	ct	157	21.4491	22.4261	-0.976977	0.465154
24	60	ct	335	20.7506	13.4314	7.31917	0.476625
25	60	ct	230	19.4294	15.5446	3.88475	0.542659
26	60	ct	195	18.2261	17.3432	0.882911	0.457155
27	60	ct	2168	18.0087	20.6374	-2.62869	0.486917
28	60	ct	639	17.5481	32.9554	-15.4074	0.463418
29	60	ct	95	17.0802	9.45823	7.62194	0.539249
30	60	ct	1991	17.0282	38.4415	-21.4134	0.399678
31	60	ct	1124	16.8495	15.662	1.18748	0.490079
32	60	ct	228	16.236	10.9664	5.26959	0.485243
33	60	ct	48	16.1207	10.3973	5.72332	0.534288
34	60	ct	2265	15.8963	17.1075	-1.21121	0.460503
35	60	ct	2067	15.7381	21.3193	-5.58122	0.467014
36	60	ct	839	15.4986	15.8042	-0.305618	0.520895
37	60	ct	1592	15.3528	10.0644	5.28836	0.547991
38	60	ct	2523	15.1838	14.0592	1.12462	0.494916
39	60	ct	176	14.2823	11.5631	2.71924	0.514757
40	60	ct	2836	13.7689	25.3669	-11.598	0.37903
41	60	ct	1699	13.6658	18.6355	-4.96965	0.485367
42	60	ct	433	13.1859	8.90113	4.28474	0.506138
43	60	ct	2785	12.2892	23.8766	-11.5874	0.451575
44	60	ct	1740	11.4124	11.9298	-0.517407	0.46999
45	60	ct	2862	11.3563	21.5935	-10.2371	0.466704
46	60	ct	1665	11.3473	35.3622	-24.0149	0.425285
47	60	ct	1687	10.3445	28.4295	-18.085	0.444754
48	60	ct	237	10.2487	29.9295	-19.6808	0.488157
49	60	ct	500	10.1269	14.3991	-4.27221	0.466146
50	60	ct	181	10.0184	24.7793	-14.7609	0.46317
51	60	ct	1493	9.76372	12.0148	-2.25107	0.50279
52	60	ct	999	9.71353	14.2262	-4.5127	0.46162
53	60	ct	173	9.07977	26.4187	-17.3389	0.485181
54	60	ct	571	8.86189	27.7536	-18.8917	0.482949
55	60	ct	1071	7.40949	21.2152	-13.8057	0.481275
56	60	ct	1403	6.82397	12.3513	-5.52738	0.53435
57	60	ct	2064	6.4152	17.2868	-10.8716	0.519655
58	60	ct	1784	2.29408	21.4601	-19.166	0.451885
59	60	ct	3104	0.697236	44.4872	-43.79	0.37314
60	60	ct	2497	-4.57284	31.1217	-35.6946	0.434152
1	49	roc	188	43.6441	23.9811	19.6629	0.556008
2	49	roc	1507	39.6698	17.459	22.2108	0.583165
3	49	roc	191	32.1049	16.7748	15.3301	0.550935
4	49	roc	1728	30.444	24.6914	5.75262	0.513854
5	49	roc	174	29.8086	22.1572	7.65142	0.479398
6	49	roc	1126	29.2305	0.680291	28.5502	0.516046
7	49	roc	610	25.419	15.37	10.0489	0.530404
8	49	roc	1241	24.231	18.2742	5.95686	0.538713
9	49	roc	1765	24.085	13.3722	10.7127	0.55744
10	49	roc	316	23.7138	19.491	4.22288	0.425208
11	49	roc	173	23.5314	17.398	6.1334	0.500042
12	49	roc	1503	23.3905	16.8805	6.51003	0.549603
13	49	roc	2791	23.3472	26.4044	-3.05722	0.434996
14	49	roc	3015	23.1889	19.8779	3.31097	0.535681
15	49	roc	772	22.8282	11.2191	11.6091	0.422275
16	49	roc	340	22.585	7.71742	14.8676	0.522387
17	49	roc	522	20.086	22.3947	-2.30864	0.45245
18	49	roc	424	19.6697	13.9056	5.76413	0.54115
19	49	roc	229	18.9818	6.24179	12.74	0.528377
20	49	roc	1626	18.0239	13.3948	4.62911	0.444386
21	49	roc	1559	17.9314	26.6005	-8.66918	0.481431
22	49	roc	578	17.565	27.8282	-10.2633	0.423785
23	49	roc	250	17.5076	10.9685	6.53901	0.491954
24	49	roc	378	17.4045	9.72317	7.68134	0.491298
25	49	roc	1591	16.8492	22.4074	-5.55817	0.509651
26	49	roc	2053	16.316	15.443	0.873005	0.489046
27	49	roc	73	16.3082	26.4381	-10.1299	0.447494
28	49	roc	2999	15.6643	16.1952	-0.530854	0.438614
29	49	roc	3003	15.6071	12.9312	2.67581	0.486585
30	49	roc	1551	13.4998	31.9547	-18.4549	0.427059
31	49	roc	809	13.3146	17.467	-4.15233	0.524118
32	49	roc	2228	13.0657	27.7546	-14.689	0.436595
33	49	roc	211	12.9647	8.12908	4.83561	0.485926
34	49	roc	2609	12.9357	16.907	-3.97134	0.473153
35	49	roc	145	12.1214	20.8777	-8.75627	0.449603
36	49	roc	1713	12.0569	17.753	-5.69603	0.468275
37	49	roc	2340	11.9289	11.6565	0.272361	0.466436
38	49	roc	1246	11.61	13.6437	-2.03368	0.444012
39	49	roc	639	11.4626	15.3785	-3.9159	0.484291
40	49	roc	2624	9.61793	14.7288	-5.1109	0.43546
41	49	roc	3057	8.84014	26.7409	-17.9008	0.371907
42	49	roc	3044	8.81849	23.9206	-15.1021	0.444201
43	49	roc	1511	7.81815	15.6155	-7.79733	0.482831
44	49	roc	1585	7.43676	5.97567	1.46109	0.478609
45	49	roc	1450	5.55733	16.457	-10.8997	0.387933
46	49	roc	1547	5.20381	19.6234	-14.4196	0.378976
47	49	roc	1518	4.85576	23.9297	-19.0739	0.396296
48	49	roc	771	2.13402	12.3276	-10.1936	0.431245
49	49	roc	1405	-1.05891	15.6969	-16.7558	0.464566
1	52	fl	103	47.4899	7.30672	40.1832	0.608943
2	52	fl	79	40.772	7.62948	33.1425	0.535855
3	52	fl	1144	36.5386	11.5203	25.0183	0.617088
4	52	fl	179	34.9017	15.4683	19.4334	0.536976
5	52	fl	744	33.1933	7.78636	25.4069	0.561434
6	52	fl	25	31.2281	16.6655	14.5626	0.591986
7	52	fl	501	30.9167	10.9549	19.9619	0.557246
8	52	fl	425	30.1376	24.4434	5.6942	0.471475
9	52	fl	1649	28.477	11.9296	16.5474	0.502419
10	52	fl	238	28.4533	33.2568	-4.80349	0.511005
11	52	fl	180	24.565	19.4233	5.14171	0.519504
12	52	fl	233	23.9555	13.9618	9.99372	0.495383
13	52	fl	1341	23.7259	27.0367	-3.31084	0.497048
14	52	fl	2885	22.5805	17.5837	4.99684	0.509884
15	52	fl	665	20.9785	11.1063	9.8722	0.529676
16	52	fl	1251	20.9023	19.0514	1.85092	0.485872
17	52	fl	2564	20.659	10.762	9.89701	0.543522
18	52	fl	2383	20.5687	10.6124	9.95628	0.462363
19	52	fl	1875	18.9726	14.7652	4.20737	0.507391
20	52	fl	2152	17.8761	12.3389	5.53725	0.490863
21	52	fl	1902	17.6011	16.1631	1.43798	0.518543
22	52	fl	1557	17.4178	15.326	2.09182	0.561036
23	52	fl	168	17.2552	26.0676	-8.81238	0.521048
24	52	fl	1390	17.2139	23.4525	-6.23858	0.401277
25	52	fl	108	16.6563	17.1918	-0.535462	0.478842
26	52	fl	59	16.5454	16.7468	-0.201399	0.457305
27	52	fl	1922	15.9529	10.0889	5.86405	0.436502
28	52	fl	21	15.2488	27.3961	-12.1473	0.429098
29	52	fl	1345	14.9804	15.6471	-0.666672	0.493056
30	52	fl	2757	14.6294	21.5518	-6.92245	0.44371
31	52	fl	2422	14.5917	25.0336	-10.4418	0.484635
32	52	fl	801	13.9466	24.1233	-10.1767	0.412998
33	52	fl	2569	13.9325	13.3676	0.564941	0.475009
34	52	fl	945	13.7542	9.60633	4.14785	0.510441
35	52	fl	1612	13.4913	25.5877	-12.0964	0.434952
36	52	fl	2884	13.2294	22.1369	-8.90754	0.489963
37	52	fl	1616	12.8885	33.2356	-20.3471	0.490637
38	52	fl	1592	12.2581	17.7057	-5.4476	0.442509
39	52	fl	386	12.034	22.0532	-10.0192	0.42535
40	52	fl	1523	11.8825	3.49955	8.38297	0.464451
41	52	fl	408	11.6851	16.3215	-4.63642	0.486405
42	52	fl	2425	11.4989	7.14224	4.35663	0.496013
43	52	fl	2023	10.9802	20.616	-9.63582	0.466411
44	52	fl	2797	8.71842	25.125	-16.4066	0.410145
45	52	fl	1889	8.31611	15.4065	-7.09036	0.495064
46	52	fl	1876	7.87935	12.9242	-5.04483	0.503552
47	52	fl	1543	7.80508	18.3302	-10.5252	0.465762
48	52	fl	1885	5.61526	18.2053	-12.5901	0.427408
49	52	fl	1284	5.52718	23.5852	-18.058	0.378993
50	52	fl	1029	3.21397	37.7889	-34.5749	0.402661
51	52	fl	2916	-0.869478	23.8252	-24.6947	0.448786
52	52	fl	86	-2.21696	21.7012	-23.9182	0.453765
1	61	kc	1806	39.8654	9.11895	30.7465	0.630687
2	61	kc	835	36.7924	5.48403	31.3084	0.544165
3	61	kc	1939	36.1115	1.92199	34.1895	0.588538
4	61	kc	1997	34.5591	18.9688	15.5903	0.557843
5	61	kc	269	31.0519	7.28287	23.769	0.480802
6	61	kc	1981	30.1999	12.5737	17.6262	0.535421
7	61	kc	1108	29.9421	14.6886	15.2535	0.547466
8	61	kc	935	27.9584	8.26374	19.6947	0.544162
9	61	kc	1448	27.3312	1.27183	26.0594	0.496233
10	61	kc	2164	27.0132	15.8635	11.1497	0.549288
11	61	kc	1208	25.3528	25.2381	0.114769	0.498593
12	61	kc	1785	23.9053	2.91377	20.9915	0.438102
13	61	kc	1777	23.8492	21.6504	2.19884	0.502826
14	61	kc	1827	23.7172	22.9921	0.725066	0.337762
15	61	kc	1986	23.3047	9.83342	13.4713	0.5086
16	61	kc	2410	22.6202	9.07789	13.5423	0.542752
17	61	kc	525	22.4068	23.3533	-0.946522	0.502104
18	61	kc	1775	22.3962	12.2265	10.1697	0.493545
19	61	kc	937	20.0865	26.1752	-6.08873	0.410389
20	61	kc	1730	19.9329	-1.24902	21.182	0.489514
21	61	kc	1985	19.8185	8.27296	11.5455	0.540325
22	61	kc	1094	19.3023	5.01517	14.2871	0.492764
23	61	kc	1982	19.1645	13.5391	5.62534	0.591963
24	61	kc	1764	18.6153	2.27754	16.3378	0.553634
25	61	kc	2366	18.0543	31.9787	-13.9244	0.510501
26	61	kc	1800	17.2088	24.9953	-7.78652	0.504144
27	61	kc	1825	16.1765	20.9599	-4.78342	0.496396
28	61	kc	2201	16.0283	35.101	-19.0728	0.432585
29	61	kc	2874	15.8302	16.2921	-0.461924	0.490957
30	61	kc	1810	15.7056	11.0075	4.69812	0.472816
31	61	kc	2345	15.5414	17.5654	-2.02393	0.495084
32	61	kc	1802	15.144	18.9532	-3.80921	0.480733
33	61	kc	931	14.533	29.6693	-15.1363	0.474964
34	61	kc	1776	14.2853	20.6854	-6.40009	0.516442
35	61	kc	2167	14.2307	9.11924	5.11145	0.475504
36	61	kc	1996	13.7879	2.85948	10.9284	0.580096
37	61	kc	1992	12.7378	18.0906	-5.35282	0.484797
38	61	kc	938	12.735	12.2086	0.526481	0.484248
39	61	kc	2799	12.6263	44.4617	-31.8354	0.468969
40	61	kc	2001	12.0712	13.714	-1.6428	0.526264
41	61	kc	1769	12.0104	21.7988	-9.78841	0.488677
42	61	kc	2894	11.9806	18.0836	-6.10303	0.500029
43	61	kc	2353	11.7636	26.9371	-15.1735	0.483413
44	61	kc	1737	11.5084	-1.58796	13.0963	0.524754
45	61	kc	1763	11.4758	12.3006	-0.824805	0.471704
46	61	kc	2560	10.8397	15.0123	-4.17259	0.398222
47	61	kc	1098	10.7942	20.4299	-9.6357	0.443849
48	61	kc	2177	10.7595	4.64685	6.11261	0.563143
49	61	kc	2346	9.77563	29.676	-19.9003	0.344882
50	61	kc	1710	9.18276	-1.28976	10.4725	0.571359
51	61	kc	2334	9.02649	27.7162	-18.6897	0.486504
52	61	kc	2335	8.28686	4.82184	3.46502	0.471105
53	61	kc	1805	7.33787	25.2708	-17.9329	0.452221
54	61	kc	1847	5.09031	29.0703	-23.98	0.468819
55	61	kc	1994	2.77666	25.6997	-22.9231	0.444584
56	61	kc	537	2.51291	11.9701	-9.45716	0.502738
57	61	kc	2457	-0.544046	34.748	-35.2921	0.410131
58	61	kc	1782	-0.757197	24.2376	-24.9948	0.454937
59	61	kc	1984	-1.31875	13.4341	-14.7528	0.475659
60	61	kc	2357	-1.64948	27.4938	-29.1433	0.469459
61	61	kc	2008	-12.3133	16.4633	-28.7765	0.37349
1	59	on	188	54.8454	20.1327	34.7127	0.606606
2	59	on	2056	48.8918	8.98663	39.9052	0.619678
3	59	on	1114	34.516	11.1734	23.3426	0.531504
4	59	on	2386	33.961	2.10167	31.8593	0.621064
5	59	on	610	33.2707	17.1356	16.1352	0.570747
6	59	on	1503	33.0993	12.0785	21.0208	0.541568
7	59	on	1126	32.6056	17.8517	14.754	0.521051
8	59	on	1141	31.1227	3.41049	27.7122	0.522872
9	59	on	772	28.7774	31.3252	-2.54786	0.493484
10	59	on	2625	28.3546	22.3965	5.95817	0.517007
11	59	on	2200	27.7983	2.30793	25.4904	0.515181
12	59	on	1241	25.869	12.2174	13.6517	0.512651
13	59	on	854	25.4401	21.5575	3.8826	0.57824
14	59	on	2361	25.0423	10.3198	14.7225	0.478506
15	59	on	1310	23.5855	10.9669	12.6186	0.544426
16	59	on	886	23.5667	13.7587	9.80799	0.511241
17	59	on	1305	22.5284	27.9254	-5.39696	0.517104
18	59	on	1244	21.4576	36.9551	-15.4975	0.491933
19	59	on	1219	21.2337	8.90821	12.3255	0.577973
20	59	on	3117	21.0902	17.1868	3.90336	0.477793
21	59	on	1006	20.9014	20.0291	0.872234	0.540557
22	59	on	781	20.1785	29.9166	-9.73807	0.465813
23	59	on	2852	19.8415	16.0344	3.80707	0.506237
24	59	on	2809	19.4044	25.2875	-5.88309	0.546606
25	59	on	2505	19.0277	12.0269	7.00082	0.547673
26	59	on	2166	18.9514	26.5083	-7.55683	0.48297
27	59	on	2198	18.9183	14.3635	4.55479	0.457442
28	59	on	1535	18.0582	8.27375	9.78445	0.557943
29	59	on	1334	17.9872	5.18729	12.8	0.546712
30	59	on	2076	16.8631	17.7665	-0.903471	0.497861
31	59	on	2935	16.7217	37.1408	-20.4191	0.483738
32	59	on	1605	16.4245	22.4556	-6.03112	0.526173
33	59	on	1846	15.7142	27.5082	-11.7939	0.443499
34	59	on	1075	15.0236	14.0354	0.988181	0.491583
35	59	on	2013	14.5088	15.0915	-0.582691	0.535436
36	59	on	2994	14.2357	2.34451	11.8911	0.413479
37	59	on	677	14.1976	2.81744	11.3801	0.485846
38	59	on	1518	13.8889	25.2581	-11.3692	0.511929
39	59	on	1559	13.7832	22.356	-8.57278	0.480471
40	59	on	1547	13.696	13.6963	-0.000324249	0.529993
41	59	on	2626	13.5433	28.2256	-14.6823	0.443538
42	59	on	1404	13.5305	21.6218	-8.09133	0.520131
43	59	on	1312	12.2419	15.9158	-3.67384	0.465242
44	59	on	919	11.6764	36.4368	-24.7604	0.475998
45	59	on	1835	10.7791	6.87518	3.90387	0.503955
46	59	on	1514	10.7266	32.29	-21.5634	0.421039
47	59	on	1558	10.6766	31.0299	-20.3533	0.41148
48	59	on	2634	8.86438	22.7321	-13.8678	0.44543
49	59	on	1325	8.59273	13.6599	-5.0672	0.502041
50	59	on	2185	8.50867	29.1764	-20.6678	0.492032
51	59	on	771	7.85468	7.58999	0.264695	0.524004
52	59	on	1482	7.19423	11.0677	-3.87344	0.504039
53	59	on	907	6.93794	13.1205	-6.18259	0.435557
54	59	on	843	5.35	31.3512	-26.0012	0.432592
55	59	on	865	5.15013	14.3252	-9.17505	0.448685
56	59	on	1053	3.10232	38.5109	-35.4085	0.408296
57	59	on	2670	1.63005	33.2534	-31.6234	0.420281
58	59	on	1246	1.47727	38.4821	-37.0049	0.39202
59	59	on	1815	1.03729	-7.78935	8.82664	0.440189
1	33	hi	192	35.1158	15.1916	19.9242	0.567298
2	33	hi	2348	31.9748	9.61963	22.3552	0.561263
3	33	hi	368	29.2539	9.66567	19.5883	0.558528
4	33	hi	1138	24.5903	10.3091	14.2812	0.561231
5	33	hi	2445	22.8143	10.3831	12.4311	0.524666
6	33	hi	359	22.2934	11.1106	11.1827	0.534871
7	33	hi	2438	20.3046	17.4779	2.82669	0.491933
8	33	hi	2090	19.5264	21.7943	-2.26793	0.51533
9	33	hi	2439	18.1916	11.501	6.69061	0.521574
10	33	hi	2932	18.1368	19.7471	-1.61032	0.473504
11	33	hi	2853	17.291	17.536	-0.245072	0.484909
12	33	hi	2453	17.2691	6.0205	11.2486	0.545651
13	33	hi	2455	17.002	22.9552	-5.95329	0.485173
14	33	hi	1859	15.7459	8.77898	6.96692	0.462752
15	33	hi	2813	15.5221	17.3637	-1.84167	0.480287
16	33	hi	3105	15.2299	20.6108	-5.38085	0.495737
17	33	hi	2467	14.6571	15.3017	-0.64459	0.467096
18	33	hi	2444	14.4159	18.3246	-3.90868	0.482846
19	33	hi	2504	12.7882	5.06072	7.72747	0.502012
20	33	hi	2628	12.7306	16.3105	-3.57992	0.438247
21	33	hi	2441	12.6802	8.09349	4.58671	0.532189
22	33	hi	2454	12.491	22.7894	-10.2984	0.489278
23	33	hi	1834	11.1243	12.8757	-1.75139	0.45151
24	33	hi	2460	10.8858	12.3773	-1.49155	0.457608
25	33	hi	2459	10.2913	25.9196	-15.6283	0.420825
26	33	hi	2896	10.1623	10.4097	-0.247433	0.457083
27	33	hi	2077	10.1499	11.6516	-1.5017	0.505475
28	33	hi	2443	9.10743	18.8433	-9.73589	0.50441
29	33	hi	2437	8.3856	14.865	-6.47938	0.422513
30	33	hi	2477	6.01409	27.5216	-21.5075	0.385416
31	33	hi	2465	5.68256	22.1569	-16.4744	0.418169
32	33	hi	2629	5.1546	21.577	-16.4224	0.396557
33	33	hi	3008	-0.241073	13.5014	-13.7424	0.375636
1	47	is	1574	31.6449	15.6054	16.0395	0.576319
2	47	is	3076	30.2341	12.3631	17.871	0.517887
3	47	is	1690	28.4349	16.2058	12.229	0.557848
4	47	is	1957	26.8164	21.1068	5.70964	0.532126
5	47	is	1657	26.2531	6.76499	19.4881	0.5572
6	47	is	2630	26.1552	7.00625	19.149	0.614272
7	47	is	1946	25.3529	13.8695	11.4834	0.537759
8	47	is	1573	23.327	16.0975	7.22943	0.540697
9	47	is	3052	23.1626	7.15735	16.0053	0.561745
10	47	is	3075	21.9892	8.36332	13.6259	0.56227
11	47	is	3063	21.1797	11.378	9.80169	0.53532
12	47	is	2217	20.2281	16.9074	3.32067	0.476745
13	47	is	2230	20.0976	17.3864	2.71112	0.515412
14	47	is	2214	19.1114	10.7271	8.38423	0.493592
15	47	is	3089	18.9627	4.57007	14.3926	0.49224
16	47	is	2231	18.8768	3.79721	15.0796	0.565758
17	47	is	2215	18.1006	11.6247	6.47582	0.52097
18	47	is	2669	17.6338	3.99099	13.6428	0.513814
19	47	is	3065	16.7632	11.3665	5.39674	0.501634
20	47	is	2650	16.5843	18.0731	-1.48888	0.519738
21	47	is	1576	16.5197	17.2017	-0.681967	0.483943
22	47	is	3077	14.949	20.4076	-5.45861	0.498789
23	47	is	3073	14.8494	16.3542	-1.50471	0.511566
24	47	is	1943	13.8066	16.325	-2.5184	0.441771
25	47	is	1577	13.664	5.41902	8.24499	0.53494
26	47	is	1955	13.57	13.2845	0.285538	0.473377
27	47	is	1579	13.1509	18.0036	-4.85276	0.472329
28	47	is	3064	13.0044	13.0803	-0.075891	0.567037
29	47	is	3083	12.9951	5.45305	7.54204	0.518877
30	47	is	2211	12.57	8.22436	4.34568	0.476168
31	47	is	2212	12.3639	7.96508	4.39881	0.524481
32	47	is	1942	12.2817	24.6835	-12.4018	0.493239
33	47	is	3034	11.7179	15.7433	-4.02544	0.49554
34	47	is	3088	10.4222	26.8306	-16.4084	0.456685
35	47	is	1580	9.15304	27.9962	-18.8431	0.400065
36	47	is	1937	8.18072	12.6522	-4.47147	0.510534
37	47	is	1952	8.17979	15.705	-7.52526	0.449185
38	47	is	1954	7.6572	17.3905	-9.7333	0.456133
39	47	is	3092	7.6207	11.2945	-3.67381	0.469941
40	47	is	3094	6.52387	19.8536	-13.3297	0.435078
41	47	is	1578	6.36967	19.8278	-13.4581	0.45898
42	47	is	3086	5.78405	21.7809	-15.9969	0.479974
43	47	is	1944	5.38622	31.6774	-26.2911	0.421017
44	47	is	2672	4.40175	15.7414	-11.3397	0.473038
45	47	is	2216	4.35853	20.5881	-16.2296	0.482464
46	47	is	3087	2.67523	18.3532	-15.6779	0.432224
47	47	is	3084	-3.48984	30.2132	-33.7031	0.39474
1	48	nv	254	40.492	16.9224	23.5696	0.623879
2	48	nv	987	38.0004	15.2481	22.7523	0.547252
3	48	nv	3006	34.1366	1.40399	32.7326	0.566695
4	48	nv	1622	33.261	11.2516	22.0094	0.588692
5	48	nv	973	32.7311	23.3403	9.39079	0.550056
6	48	nv	1538	29.9693	5.73298	24.2363	0.573302
7	48	nv	2543	28.5287	3.45796	25.0707	0.539407
8	48	nv	330	27.9633	15.7389	12.2244	0.557534
9	48	nv	585	27.8195	14.5527	13.2669	0.541918
10	48	nv	1266	27.0695	2.85148	24.2181	0.593389
11	48	nv	687	26.8724	12.3967	14.4757	0.585967
12	48	nv	2984	24.3858	13.081	11.3048	0.518059
13	48	nv	1572	23.7673	17.4789	6.28845	0.50872
14	48	nv	2339	23.0666	20.9257	2.14085	0.50417
15	48	nv	2061	22.2876	18.8024	3.48518	0.525604
16	48	nv	980	21.4405	15.0995	6.34093	0.50368
17	48	nv	1669	21.0825	34.7829	-13.7004	0.534196
18	48	nv	294	20.4782	20.379	0.0991966	0.442993
19	48	nv	3009	20.2296	14.7082	5.52131	0.510833
20	48	nv	1197	17.8309	18.4147	-0.58382	0.506957
21	48	nv	1540	17.554	22.0544	-4.50039	0.534006
22	48	nv	1013	17.3316	22.0441	-4.71244	0.496117
23	48	nv	1780	16.9735	25.4633	-8.48978	0.48439
24	48	nv	8	16.7273	7.2752	9.4521	0.482553
25	48	nv	3011	16.3175	21.2974	-4.97989	0.464359
26	48	nv	1631	15.6025	29.169	-13.5665	0.459319
27	48	nv	2037	14.6232	28.3179	-13.6947	0.445663
28	48	nv	988	14.4058	19.9929	-5.58712	0.455841
29	48	nv	473	13.3924	7.75364	5.63874	0.498812
30	48	nv	2057	13.2301	19.7603	-6.53021	0.499216
31	48	nv	2484	13.2153	13.5965	-0.38123	0.488953
32	48	nv	1548	12.4805	19.1253	-6.64476	0.51395
33	48	nv	3021	11.9738	17.5752	-5.60143	0.501451
34	48	nv	2993	11.7626	14.7148	-2.95221	0.503209
35	48	nv	1703	11.5322	15.6577	-4.12556	0.470587
36	48	nv	2069	10.8817	26.661	-15.7793	0.43663
37	48	nv	2034	10.7541	26.9791	-16.225	0.502235
38	48	nv	1160	10.5114	5.55051	4.96093	0.541703
39	48	nv	60	9.70666	17.3961	-7.68945	0.434763
40	48	nv	2485	8.74462	29.8264	-21.0818	0.421027
41	48	nv	1724	8.70762	28.903	-20.1954	0.460177
42	48	nv	2150	8.2446	26.3066	-18.062	0.423623
43	48	nv	2520	5.85559	23.3696	-17.514	0.438823
44	48	nv	522	5.40451	12.0834	-6.67887	0.460495
45	48	nv	1883	5.33226	20.2667	-14.9345	0.407787
46	48	nv	989	4.30557	23.2733	-18.9678	0.451646
47	48	nv	2139	3.38021	16.6298	-13.2496	0.430843
48	48	nv	362	1.63623	14.3873	-12.7511	0.480422
1	63	tx	704	39.4813	14.5526	24.9287	0.508908
2	63	tx	34	37.3649	5.42178	31.9431	0.529748
3	63	tx	624	36.3149	16.4033	19.9117	0.520057
4	63	tx	1421	36.299	15.3399	20.959	0.510327
5	63	tx	231	36.0453	13.2771	22.7682	0.561479
6	63	tx	2966	34.9673	19.776	15.1912	0.535188
7	63	tx	118	34.5175	12.707	21.8104	0.547499
8	63	tx	2587	33.5412	1.04327	32.4979	0.565829
9	63	tx	148	33.3532	32.0151	1.33808	0.487461
10	63	tx	1477	32.797	11.6404	21.1566	0.542571
11	63	tx	2157	31.0382	6.9161	24.1221	0.493845
12	63	tx	2468	29.2578	11.1877	18.0701	0.520584
13	63	tx	2745	28.9436	1.19363	27.7499	0.495465
14	63	tx	418	26.0371	-4.06242	30.0996	0.623568
15	63	tx	2991	24.7396	15.1508	9.58882	0.472668
16	63	tx	2585	23.6111	30.2601	-6.64893	0.482629
17	63	tx	3012	23.0446	11.177	11.8676	0.499514
18	63	tx	2979	22.3382	9.33949	12.9987	0.550265
19	63	tx	1801	22.055	14.2288	7.8262	0.514913
20	63	tx	2276	20.8693	15.3296	5.5397	0.512728
21	63	tx	922	20.581	18.272	2.30895	0.498854
22	63	tx	2833	20.0052	6.16469	13.8405	0.469332
23	63	tx	2936	19.5909	20.1142	-0.523339	0.451166
24	63	tx	2190	18.815	0.599901	18.2151	0.448872
25	63	tx	3080	18.7857	16.7049	2.08081	0.504102
26	63	tx	2072	18.6196	4.91311	13.7065	0.497478
27	63	tx	441	18.4276	9.48651	8.94105	0.608126
28	63	tx	1865	17.6466	18.2062	-0.559562	0.488539
29	63	tx	3029	16.6644	2.98791	13.6765	0.534446
30	63	tx	2737	15.6926	24.836	-9.14342	0.445592
31	63	tx	2938	14.6667	22.4533	-7.78667	0.418801
32	63	tx	57	14.2733	2.71865	11.5547	0.519452
33	63	tx	3028	14.091	11.8322	2.25878	0.548225
34	63	tx	434	13.8568	27.1128	-13.256	0.511702
35	63	tx	3016	13.1075	14.8365	-1.72891	0.429557
36	63	tx	1484	13.0224	33.5887	-20.5663	0.413697
37	63	tx	1818	12.8871	16.5831	-3.69601	0.499082
38	63	tx	1898	12.1093	23.9502	-11.8409	0.436211
39	63	tx	2880	10.6774	9.3769	1.3005	0.485451
40	63	tx	1867	10.5151	31.2635	-20.7484	0.484033
41	63	tx	2969	10.3613	22.4681	-12.1068	0.391938
42	63	tx	3103	9.72788	18.0203	-8.29242	0.445457
43	63	tx	1480	8.72593	5.59014	3.13579	0.518358
44	63	tx	2952	8.52678	13.9455	-5.41874	0.535674
45	63	tx	3071	8.20573	31.519	-23.3132	0.373907
46	63	tx	2843	8.20192	18.7276	-10.5257	0.460508
47	63	tx	2956	7.78828	22.1464	-14.3581	0.468458
48	63	tx	499	7.20118	7.738	-0.536823	0.428045
49	63	tx	2583	7.1302	15.2102	-8.08004	0.532299
50	63	tx	3035	6.31046	19.9995	-13.689	0.392103
51	63	tx	2582	6.23354	24.5966	-18.3631	0.541977
52	63	tx	1817	5.85541	20.6452	-14.7898	0.470333
53	63	tx	2664	4.67252	16.5806	-11.9081	0.447603
54	63	tx	653	3.97144	36.2441	-32.2726	0.386135
55	63	tx	2934	2.73151	4.92456	-2.19305	0.49572
56	63	tx	2613	2.20699	10.637	-8.43005	0.489754
57	63	tx	1429	0.914883	26.622	-25.7071	0.494117
58	63	tx	1255	0.35404	28.5118	-28.1577	0.402965
59	63	tx	2882	-0.333345	8.90251	-9.23585	0.465921
60	63	tx	2158	-0.576133	22.8122	-23.3883	0.417596
61	63	tx	2881	-0.72399	24.3171	-25.0411	0.447751
62	63	tx	2597	-2.32695	29.4137	-31.7406	0.408363
63	63	tx	1513	-5.7119	18.7144	-24.4263	0.47835
1	60	ca	399	53.8913	5.26321	48.6281	0.589569
2	60	ca	1717	40.7522	2.9988	37.7534	0.551493
3	60	ca	1382	38.3571	11.1279	27.2292	0.502173
4	60	ca	848	36.6786	5.73183	30.9468	0.5274
5	60	ca	207	35.9848	3.84369	32.1411	0.594766
6	60	ca	1388	34.2508	2.16774	32.083	0.60941
7	60	ca	1047	34.2333	14.2901	19.9432	0.497071
8	60	ca	597	32.3008	8.88823	23.4126	0.600529
9	60	ca	1726	28.3036	6.77101	21.5326	0.596088
10	60	ca	2404	26.0666	29.6702	-3.60361	0.466553
11	60	ca	1860	25.8713	20.1787	5.69262	0.472317
12	60	ca	294	25.1118	11.4871	13.6246	0.416289
13	60	ca	1661	24.072	1.72601	22.346	0.481481
14	60	ca	295	24.0465	9.74506	14.3014	0.516818
15	60	ca	1644	23.2954	-0.269569	23.565	0.590797
16	60	ca	687	22.3779	2.42487	19.9531	0.479403
17	60	ca	1682	20.7867	14.0238	6.76296	0.519274
18	60	ca	973	19.935	13.0559	6.87917	0.541194
19	60	ca	2174	19.764	30.5539	-10.7899	0.453326
20	60	ca	4	18.1733	15.946	2.22726	0.493103
21	60	ca	1515	17.5694	20.7478	-3.17837	0.463813
22	60	ca	330	16.7254	10.5181	6.20735	0.580593
23	60	ca	2429	16.3006	14.6342	1.6664	0.544785
24	60	ca	1759	16.2845	10.9791	5.30542	0.448129
25	60	ca	1197	16.0724	15.0671	1.00532	0.461451
26	60	ca	2658	16.0094	23.2217	-7.21228	0.457577
27	60	ca	1323	15.9136	8.01494	7.89866	0.449074
28	60	ca	702	15.7661	20.2929	-4.52687	0.543651
29	60	ca	606	15.5942	19.2765	-3.6823	0.481198
30	60	ca	2659	15.5701	19.4242	-3.85406	0.506897
31	60	ca	1160	15.3163	6.35216	8.96414	0.548942
32	60	ca	2637	14.8168	6.29953	8.51722	0.514078
33	60	ca	1148	14.6475	29.2267	-14.5792	0.484788
34	60	ca	1138	14.4893	9.01247	5.4768	0.537887
35	60	ca	599	14.4007	43.863	-29.4622	0.470805
36	60	ca	3001	14.0349	16.3719	-2.33703	0.497638
37	60	ca	580	12.7794	11.6357	1.14371	0.527211
38	60	ca	3020	11.4904	3.66275	7.82766	0.525605
39	60	ca	691	11.3798	10.6552	0.724597	0.551493
40	60	ca	995	10.3264	-3.64746	13.9739	0.469293
41	60	ca	696	9.54341	28.6788	-19.1354	0.48545
42	60	ca	1438	8.89675	22.5463	-13.6496	0.545918
43	60	ca	980	8.77871	33.6852	-24.9065	0.511432
44	60	ca	3120	8.70203	24.4425	-15.7405	0.397959
45	60	ca	362	7.34773	24.2284	-16.8807	0.424036
46	60	ca	1671	6.83274	24.121	-17.2883	0.455215
47	60	ca	589	6.50048	12.9711	-6.47064	0.469577
48	60	ca	1070	6.46711	32.8622	-26.3951	0.492725
49	60	ca	2584	5.87436	14.8927	-9.01832	0.474773
50	60	ca	1452	5.6875	3.3395	2.348	0.459845
51	60	ca	2496	4.73654	24.2008	-19.4643	0.493953
52	60	ca	2272	4.60309	35.8639	-31.2608	0.44624
53	60	ca	1836	4.59145	26.6221	-22.0307	0.371693
54	60	ca	3027	4.11706	13.7008	-9.58372	0.470994
55	60	ca	981	4.08269	40.3503	-36.2677	0.391912
56	60	ca	1702	2.16179	25.6473	-23.4855	0.458617
57	60	ca	867	1.26441	15.2003	-13.9359	0.41695
58	60	ca	2576	0.511068	8.4673	-7.95623	0.448318
59	60	ca	1692	0.00215901	41.5113	-41.5091	0.413171
60	60	ca	2919	-8.15576	13.7206	-21.8764	0.378685
1	64	wa	1983	39.3778	29.9866	9.39113	0.454998
2	64	wa	2471	35.9651	8.83619	27.1289	0.570308
3	64	wa	1425	33.9212	13.1069	20.8143	0.583804
4	64	wa	1318	31.3524	17.6619	13.6904	0.562821
5	64	wa	2865	30.5608	13.8209	16.7399	0.545716
6	64	wa	2898	29.7258	12.288	17.4379	0.564494
7	64	wa	2374	27.9501	9.04505	18.905	0.475249
8	64	wa	3070	27.8238	-2.41262	30.2365	0.627676
9	64	wa	2926	25.9724	26.8095	-0.837059	0.518127
10	64	wa	955	24.9573	29.8555	-4.89818	0.51154
11	64	wa	948	24.7797	11.1246	13.6551	0.536954
12	64	wa	1280	24.6607	3.31109	21.3496	0.55986
13	64	wa	945	24.407	10.3997	14.0073	0.534106
14	64	wa	2905	24.3798	16.4718	7.90803	0.516129
15	64	wa	2907	24.2217	10.3075	13.9142	0.485597
16	64	wa	1517	24.0941	9.89263	14.2014	0.553193
17	64	wa	1346	23.3943	16.5591	6.83519	0.536929
18	64	wa	1294	23.1114	18.686	4.42542	0.471767
19	64	wa	360	22.7511	9.92554	12.8256	0.562645
20	64	wa	2046	22.2559	14.1585	8.09733	0.57247
21	64	wa	1510	21.542	9.12946	12.4125	0.544218
22	64	wa	2903	20.3557	5.95869	14.397	0.489607
23	64	wa	488	19.7492	19.8582	-0.108983	0.53951
24	64	wa	1569	19.4247	3.22395	16.2007	0.526821
25	64	wa	2922	19.3008	18.424	0.876865	0.529465
26	64	wa	2148	19.1191	7.79211	11.327	0.486312
27	64	wa	2927	18.9956	6.33507	12.6606	0.551402
28	64	wa	1570	18.93	26.3075	-7.37756	0.483142
29	64	wa	1778	18.5703	30.7102	-12.1398	0.43724
30	64	wa	2557	18.263	18.8831	-0.620087	0.393773
31	64	wa	2522	17.8675	15.7922	2.07531	0.454999
32	64	wa	2147	16.2858	36.1426	-19.8568	0.398448
33	64	wa	2942	15.739	12.1569	3.58208	0.494763
34	64	wa	2971	15.0451	29.8622	-14.8171	0.457014
35	64	wa	2921	14.0659	18.3632	-4.29724	0.49483
36	64	wa	2929	13.9907	22.0629	-8.07221	0.428705
37	64	wa	2555	13.8619	15.5082	-1.64629	0.514822
38	64	wa	2928	13.3686	27.6336	-14.2651	0.399186
39	64	wa	372	12.3652	20.6044	-8.23915	0.44736
40	64	wa	2660	12.1671	13.7345	-1.5674	0.55829
41	64	wa	2930	11.7383	22.8772	-11.1389	0.465715
42	64	wa	2910	9.99717	12.6682	-2.67101	0.451126
43	64	wa	2925	9.92032	16.306	-6.38569	0.429869
44	64	wa	3093	9.56082	13.2301	-3.66931	0.440071
45	64	wa	949	9.11	-4.05839	13.1684	0.561872
46	64	wa	2411	8.16649	16.5396	-8.37308	0.50112
47	64	wa	2923	8.0941	24.9786	-16.8845	0.445253
48	64	wa	2976	7.85726	10.6143	-2.75703	0.460996
49	64	wa	3049	7.0157	2.44351	4.57219	0.565233
50	64	wa	2904	6.97922	11.4337	-4.45451	0.563761
51	64	wa	2149	6.54142	18.9845	-12.4431	0.454353
52	64	wa	1258	6.42511	19.621	-13.1959	0.434482
53	64	wa	2908	6.1043	10.0089	-3.90457	0.4697
54	64	wa	2980	5.9693	34.6536	-28.6843	0.441853
55	64	wa	2412	5.94434	31.647	-25.7027	0.409122
56	64	wa	1899	5.66911	13.6148	-7.94569	0.434173
57	64	wa	1696	5.02369	23.5625	-18.5388	0.422258
58	64	wa	2924	4.37609	21.3127	-16.9366	0.442825
59	64	wa	2517	3.61283	20.7118	-17.099	0.448858
60	64	wa	492	3.19617	24.2036	-21.0075	0.438428
61	64	wa	2944	2.54084	11.3112	-8.77032	0.511206
62	64	wa	2605	1.04213	0.663651	0.378477	0.498355
63	64	wa	2550	-2.49495	15.921	-18.4159	0.414087
64	64	wa	2906	-3.93764	10.6954	-14.633	0.48009
1	53	il	71	63.5486	13.6863	49.8623	0.568321
2	53	il	1625	48.8205	13.9918	34.8287	0.55816
3	53	il	1114	43.1829	11.252	31.9309	0.60419
4	53	il	111	41.126	15.0597	26.0663	0.530607
5	53	il	1732	34.6587	9.51569	25.143	0.543849
6	53	il	135	34.6011	20.157	14.4441	0.56755
7	53	il	2741	32.5915	14.5523	18.0392	0.540043
8	53	il	2041	32.358	7.2362	25.1218	0.558451
9	53	il	217	31.7378	3.8509	27.8869	0.56888
10	53	il	16	30.6358	17.1285	13.5073	0.508561
11	53	il	2039	29.5485	14.6207	14.9277	0.530591
12	53	il	2781	27.6268	12.802	14.8248	0.533552
13	53	il	1000	25.7003	11.9133	13.787	0.512719
14	53	il	81	24.8639	26.33	-1.46613	0.485212
15	53	il	1652	24.4893	10.5024	13.987	0.497287
16	53	il	648	24.1911	22.7156	1.47543	0.541822
17	53	il	101	23.1523	7.39241	15.7598	0.542051
18	53	il	1024	22.8034	28.881	-6.07762	0.510429
19	53	il	2022	22.6722	17.3182	5.35405	0.425657
20	53	il	2739	22.2575	11.8647	10.3929	0.515474
21	53	il	3061	22.1442	22.9544	-0.81018	0.512769
22	53	il	2358	21.5007	20.1226	1.37819	0.479039
23	53	il	1755	21.2247	14.7478	6.47696	0.462154
24	53	il	2769	19.8391	31.9238	-12.0847	0.392156
25	53	il	1675	19.2176	8.01631	11.2013	0.487394
26	53	il	2433	19.2144	31.9104	-12.696	0.466646
27	53	il	1741	18.5572	32.899	-14.3418	0.48088
28	53	il	2381	17.7135	44.005	-26.2915	0.458023
29	53	il	2136	17.7085	26.082	-8.3735	0.449599
30	53	il	1091	16.5445	36.322	-19.7775	0.460244
31	53	il	2725	15.4836	24.4384	-8.95483	0.476265
32	53	il	2831	15.1652	7.60473	7.56049	0.447304
33	53	il	2151	14.0933	5.01847	9.07482	0.470039
34	53	il	2940	14.0791	14.8032	-0.724075	0.451614
35	53	il	1850	13.4265	17.5854	-4.15889	0.474955
36	53	il	3107	12.5249	35.2706	-22.7458	0.394508
37	53	il	2462	12.0777	40.4912	-28.4135	0.428382
38	53	il	2338	11.9582	17.024	-5.06574	0.420833
39	53	il	3067	11.6608	8.2051	3.45569	0.549972
40	53	il	2364	11.5705	29.5291	-17.9586	0.463604
41	53	il	2533	10.0211	29.2036	-19.1825	0.423371
42	53	il	2171	9.88235	14.4932	-4.61083	0.483251
43	53	il	2112	8.25219	21.4743	-13.2221	0.485158
44	53	il	2432	7.86899	22.4262	-14.5572	0.389854
45	53	il	1739	7.69866	11.6333	-3.93462	0.489231
46	53	il	2014	6.24933	27.3605	-21.1112	0.458942
47	53	il	1781	5.74519	5.26336	0.481833	0.502534
48	53	il	2709	5.04404	26.402	-21.358	0.395446
49	53	il	1525	4.81759	24.7788	-19.9612	0.508344
50	53	il	2803	3.41865	27.958	-24.5394	0.38947
51	53	il	2490	1.28962	16.5561	-15.2664	0.494474
52	53	il	2115	0.248251	25.4132	-25.1649	0.377639
53	53	il	1327	-7.7853	20.9547	-28.74	0.479869
1	60	va	346	41.8008	12.1037	29.6971	0.59127
2	60	va	612	35.1541	19.3379	15.8163	0.602419
3	60	va	88	34.323	15.6007	18.7222	0.542517
4	60	va	1539	33.5941	16.5729	17.0211	0.499717
5	60	va	122	29.7363	11.6426	18.0937	0.567082
6	60	va	2363	29.1327	3.60673	25.526	0.535998
7	60	va	975	27.7134	14.8014	12.912	0.550359
8	60	va	1522	26.5451	15.1867	11.3584	0.585223
9	60	va	1413	24.1331	13.407	10.7261	0.592971
10	60	va	1095	24.1241	14.2254	9.89873	0.567649
11	60	va	1033	23.9479	18.194	5.75383	0.57294
12	60	va	1086	23.4159	8.22485	15.1911	0.532502
13	60	va	2106	23.3989	17.1061	6.29276	0.509732
14	60	va	422	23.3223	19.2875	4.03478	0.530329
15	60	va	2640	23.2297	9.60014	13.6296	0.525227
16	60	va	388	23.1503	18.8241	4.32624	0.520975
17	60	va	2998	22.1213	24.5229	-2.40156	0.39144
18	60	va	3072	21.9386	19.5688	2.36972	0.519369
19	60	va	435	21.5741	17.3554	4.21868	0.49178
20	60	va	2890	21.513	4.96461	16.5484	0.511905
21	60	va	384	21.4832	27.8226	-6.33941	0.426209
22	60	va	2021	21.3448	17.1295	4.21523	0.459467
23	60	va	2028	20.7858	26.2755	-5.48964	0.431595
24	60	va	539	20.1971	18.3091	1.88803	0.512755
25	60	va	977	20.1106	18.1714	1.93925	0.515495
26	60	va	1236	19.9008	14.6504	5.25035	0.450586
27	60	va	3079	19.1751	25.3601	-6.18501	0.422808
28	60	va	1541	18.4929	15.2008	3.29208	0.536376
29	60	va	116	17.8953	9.32343	8.57188	0.573507
30	60	va	2186	17.4853	18.6444	-1.15906	0.49726
31	60	va	617	17.1248	5.36375	11.7611	0.58494
32	60	va	1262	17.0011	21.3905	-4.38938	0.503496
33	60	va	2068	16.6002	16.0203	0.579937	0.514267
34	60	va	1137	16.3762	23.0898	-6.71356	0.529006
35	60	va	620	16.3714	10.206	6.1654	0.485261
36	60	va	1793	16.1158	20.0699	-3.95414	0.457577
37	60	va	1895	16.1109	31.0945	-14.9837	0.430367
38	60	va	405	15.4261	28.1383	-12.7122	0.396825
39	60	va	401	13.9619	12.8919	1.07009	0.482521
40	60	va	1829	13.5515	20.2156	-6.66406	0.485828
41	60	va	540	13.5135	2.87951	10.634	0.518235
42	60	va	843	12.9033	30.5629	-17.6596	0.436508
43	60	va	1900	12.4072	0.185253	12.222	0.506236
44	60	va	619	11.775	19.0745	-7.2995	0.433485
45	60	va	2642	11.7219	27.404	-15.6821	0.462113
46	60	va	2107	11.6348	18.0866	-6.45173	0.509259
47	60	va	383	11.6166	27.3287	-15.712	0.380574
48	60	va	1915	11.5203	23.7782	-12.258	0.501606
49	60	va	1907	11.4377	12.8716	-1.43389	0.558957
50	60	va	1598	10.3847	8.32239	2.06233	0.492914
51	60	va	1222	9.95868	18.7187	-8.76002	0.413265
52	60	va	2108	9.59374	26.5331	-16.9393	0.45805
53	60	va	2988	7.46705	38.7944	-31.3274	0.425454
54	60	va	1599	6.23593	23.0944	-16.8585	0.446618
55	60	va	414	3.55499	-1.56785	5.12284	0.446429
56	60	va	2074	2.33693	29.2002	-26.8632	0.354308
57	60	va	1908	1.96414	8.12945	-6.16531	0.490741
58	60	va	1655	-0.116019	19.6729	-19.789	0.416856
59	60	va	2434	-0.62926	11.1951	-11.8243	0.499339
60	60	va	2402	-3.37544	27.5202	-30.8957	0.382937
1	61	nj	2753	42.3403	6.48984	35.8505	0.602738
2	61	nj	1923	41.2117	17.904	23.3077	0.561464
3	61	nj	1218	38.6738	7.20077	31.4731	0.629508
4	61	nj	25	38.025	5.65634	32.3686	0.551201
5	61	nj	708	32.0644	9.82594	22.2385	0.507138
6	61	nj	102	31.1846	5.79238	25.3922	0.506573
7	61	nj	422	27.2053	12.5707	14.6346	0.539811
8	61	nj	1367	26.3474	5.9078	20.4396	0.571517
9	61	nj	219	25.9504	28.2516	-2.30123	0.437495
10	61	nj	869	25.498	40.3558	-14.8578	0.539021
11	61	nj	41	23.2347	35.0665	-11.8318	0.507673
12	61	nj	1807	22.5075	-1.26301	23.7705	0.505298
13	61	nj	1228	21.9537	13.7285	8.22523	0.532434
14	61	nj	223	21.9324	30.6676	-8.73521	0.487603
15	61	nj	2363	21.6731	18.6354	3.03774	0.493258
16	61	nj	816	20.8639	19.7612	1.10263	0.528245
17	61	nj	752	20.8061	14.65	6.15617	0.496671
18	61	nj	2344	20.066	34.0963	-14.0302	0.508729
19	61	nj	75	19.8305	-5.43756	25.268	0.523349
20	61	nj	136	19.6694	27.4959	-7.82656	0.551599
21	61	nj	714	19.43	10.7156	8.71442	0.514829
22	61	nj	522	19.3248	12.2783	7.04653	0.470005
23	61	nj	612	19.2939	2.67394	16.6199	0.62817
24	61	nj	1366	19.1374	17.7792	1.35815	0.505037
25	61	nj	896	18.999	2.9886	16.0104	0.508154
26	61	nj	2191	18.9113	14.6477	4.26357	0.456723
27	61	nj	423	18.0958	-14.5936	32.6894	0.526192
28	61	nj	103	17.1013	15.0624	2.0389	0.571142
29	61	nj	1563	16.9132	27.7738	-10.8606	0.448143
30	61	nj	1811	16.4489	22.9575	-6.50862	0.412687
31	61	nj	1391	16.1995	25.0816	-8.88212	0.436481
32	61	nj	484	15.6009	23.4347	-7.83384	0.476212
33	61	nj	303	15.5924	9.46927	6.12316	0.500245
34	61	nj	1676	15.2471	8.59421	6.65288	0.487341
35	61	nj	2180	15.1603	14.054	1.1063	0.478418
36	61	nj	1006	14.781	18.6728	-3.89183	0.507883
37	61	nj	1672	13.3104	-0.449566	13.7599	0.52861
38	61	nj	293	12.9119	16.0071	-3.09521	0.504668
39	61	nj	11	12.6956	35.2117	-22.5162	0.472239
40	61	nj	296	11.7342	26.6357	-14.9016	0.356649
41	61	nj	2590	11.3268	8.42047	2.90635	0.534351
42	61	nj	2458	11.3097	19.0288	-7.71903	0.537243
43	61	nj	1403	10.7523	22.5524	-11.8001	0.413176
44	61	nj	555	9.88008	14.436	-4.5559	0.369071
45	61	nj	2600	9.75751	26.2353	-16.4777	0.386356
46	61	nj	834	9.10985	23.3154	-14.2056	0.434277
47	61	nj	1656	8.89507	14.2996	-5.40452	0.490118
48	61	nj	613	8.86853	22.8143	-13.9458	0.515762
49	61	nj	224	8.86157	28.4176	-19.556	0.489162
50	61	nj	1980	8.85515	-3.97326	12.8284	0.483504
51	61	nj	2607	8.569	-0.321359	8.89036	0.456376
52	61	nj	1881	8.50645	21.4167	-12.9102	0.51394
53	61	nj	1089	8.03813	5.39818	2.63995	0.526047
54	61	nj	204	7.1963	20.4448	-13.2485	0.409228
55	61	nj	1617	6.63569	16.9244	-10.2887	0.487731
56	61	nj	2016	4.67393	12.0685	-7.39459	0.454122
57	61	nj	1048	3.43666	28.5984	-25.1617	0.485148
58	61	nj	486	2.4309	27.7115	-25.2806	0.423064
59	61	nj	1689	-0.773993	21.2223	-21.9963	0.448585
60	61	nj	1616	-5.49722	42.7484	-48.2456	0.399464
61	61	nj	2495	-8.01623	16.5549	-24.5711	0.444377
1	66	ny	694	48.4503	16.4318	32.0186	0.536565
2	66	ny	2753	40.4087	10.7805	29.6283	0.553949
3	66	ny	1155	40.1333	7.70772	32.4256	0.581066
4	66	ny	2344	37.7084	11.3163	26.3921	0.597978
5	66	ny	56	34.8224	13.5008	21.3216	0.583617
6	66	ny	395	34.5666	17.6641	16.9025	0.543084
7	66	ny	271	33.6195	10.6166	23.0029	0.524943
8	66	ny	555	31.7302	16.1261	15.604	0.504724
9	66	ny	354	30.655	5.93434	24.7206	0.536281
10	66	ny	41	29.0759	20.4935	8.5823	0.478175
11	66	ny	375	28.3928	22.8205	5.57235	0.593348
12	66	ny	743	28.1465	13.6152	14.5313	0.485072
13	66	ny	237	27.4751	16.5406	10.9344	0.561224
14	66	ny	2933	27.0589	14.3566	12.7023	0.488095
15	66	ny	1660	25.1928	16.7438	8.44899	0.573696
16	66	ny	1796	24.278	17.4388	6.83926	0.529289
17	66	ny	371	24.1865	0.0481585	24.1383	0.548942
18	66	ny	2285	23.4682	21.8107	1.65753	0.431973
19	66	ny	1807	23.0964	10.6952	12.4012	0.574546
20	66	ny	1563	22.475	31.9726	-9.4976	0.45068
21	66	ny	263	20.9636	37.0314	-16.0678	0.456727
22	66	ny	2577	20.4488	30.1219	-9.67317	0.502362
23	66	ny	335	19.4845	3.61496	15.8695	0.52825
24	66	ny	1302	19.3132	3.41296	15.9003	0.567744
25	66	ny	2601	18.978	17.409	1.56893	0.494426
26	66	ny	1257	18.6947	12.1209	6.57381	0.487434
27	66	ny	1396	16.8985	-1.69016	18.5886	0.544218
28	66	ny	527	16.8561	13.2594	3.59671	0.499906
29	66	ny	3059	16.4608	-0.881929	17.3428	0.476946
30	66	ny	806	16.1849	7.06617	9.11871	0.532785
31	66	ny	270	16.1585	6.91038	9.24807	0.502646
32	66	ny	2681	14.2192	8.44713	5.77206	0.534108
33	66	ny	1881	14.216	10.5937	3.62227	0.476474
34	66	ny	1211	14.0279	7.45778	6.5701	0.544407
35	66	ny	2265	13.5851	0.0297039	13.5554	0.478647
36	66	ny	3111	12.7464	22.4402	-9.69378	0.429422
37	66	ny	1237	12.7141	9.29182	3.42228	0.422241
38	66	ny	1156	12.0698	9.8408	2.22904	0.476568
39	66	ny	2205	11.6272	24.0264	-12.3991	0.446618
40	66	ny	1600	11.6108	23.9547	-12.3439	0.494615
41	66	ny	1230	11.2772	15.17	-3.89281	0.55376
42	66	ny	1340	10.1355	28.0666	-17.9311	0.427627
43	66	ny	3053	9.43993	26.1985	-16.7585	0.467215
44	66	ny	358	9.30389	-3.0067	12.3106	0.439153
45	66	ny	3017	9.20039	1.35335	7.84704	0.518046
46	66	ny	369	9.11328	13.5659	-4.45261	0.555272
47	66	ny	640	8.65669	11.4659	-2.80921	0.479308
48	66	ny	1635	8.2932	35.3695	-27.0763	0.391818
49	66	ny	333	7.73318	16.3124	-8.5792	0.444161
50	66	ny	2070	7.2978	6.5656	0.732195	0.486678
51	66	ny	2573	6.82124	19.9478	-13.1266	0.428949
52	66	ny	3004	6.55504	30.2022	-23.6472	0.433957
53	66	ny	2579	5.33936	12.701	-7.36159	0.485639
54	66	ny	2554	4.92333	24.9255	-20.0022	0.457389
55	66	ny	1880	3.64792	19.5329	-15.885	0.384921
56	66	ny	1989	2.75915	13.6415	-10.8824	0.493386
57	66	ny	759	2.52109	22.7836	-20.2625	0.511621
58	66	ny	2895	2.32686	31.5905	-29.2637	0.519936
59	66	ny	1520	2.06671	14.4327	-12.366	0.41336
60	66	ny	421	1.93626	25.2011	-23.2648	0.52003
61	66	ny	380	0.985275	21.5759	-20.5907	0.435091
62	66	ny	3112	0.703753	33.294	-32.5903	0.410147
63	66	ny	1862	-0.630036	6.9259	-7.55594	0.454837
64	66	ny	1698	-1.64305	39.2146	-40.8577	0.357332
65	66	ny	329	-3.85906	9.24157	-13.1006	0.515495
66	66	ny	334	-6.96036	32.7999	-39.7602	0.412509
1	50	ok	2436	34.0392	13.1551	20.8841	0.562702
2	50	ok	1561	28.7919	6.10969	22.6822	0.5709
3	50	ok	2469	25.5739	14.7135	10.8603	0.530821
4	50	ok	1742	24.6686	11.8848	12.7838	0.574686
5	50	ok	2369	24.3301	9.10787	15.2222	0.602442
6	50	ok	2376	23.8736	16.1775	7.69612	0.507868
7	50	ok	2391	23.6073	8.33028	15.277	0.591532
8	50	ok	2773	21.1916	12.4921	8.69954	0.527376
9	50	ok	2372	20.3914	18.1509	2.24051	0.417538
10	50	ok	2333	20.3625	13.7177	6.64472	0.528838
11	50	ok	2389	19.5805	10.7728	8.80767	0.535173
12	50	ok	31	19.1853	16.928	2.25735	0.472911
13	50	ok	2354	19.1221	17.5178	1.60427	0.48342
14	50	ok	2829	18.9762	8.70584	10.2703	0.56473
15	50	ok	2398	18.8384	14.0201	4.81826	0.491636
16	50	ok	2382	18.3308	16.6127	1.71802	0.44597
17	50	ok	2821	18.282	12.1234	6.15855	0.456286
18	50	ok	932	18.0593	8.87325	9.18603	0.513383
19	50	ok	2461	17.8983	2.75965	15.1387	0.537821
20	50	ok	2793	17.7735	19.5847	-1.81128	0.459404
21	50	ok	2373	17.0226	12.4516	4.571	0.50948
22	50	ok	2352	16.8469	6.62018	10.2267	0.521654
23	50	ok	2424	16.7965	20.2942	-3.49771	0.47198
24	50	ok	2341	16.4678	10.3722	6.09565	0.443481
25	50	ok	2842	16.2697	12.3864	3.88329	0.515887
26	50	ok	1750	16.2359	12.9586	3.27728	0.452524
27	50	ok	2723	15.8208	15.5275	0.293315	0.496834
28	50	ok	2759	15.0468	25.809	-10.7622	0.491739
29	50	ok	2795	14.9957	26.1746	-11.1789	0.450121
30	50	ok	2004	14.8419	22.4977	-7.65587	0.474745
31	50	ok	2435	14.3475	15.9838	-1.63628	0.501279
32	50	ok	1209	13.8604	21.9591	-8.0987	0.384351
33	50	ok	2343	13.7582	16.8506	-3.09242	0.464312
34	50	ok	476	13.3452	17.7676	-4.42241	0.584233
35	50	ok	2165	13.3311	12.9798	0.351359	0.508799
36	50	ok	2395	13.287	14.2099	-0.922898	0.515574
37	50	ok	2332	12.01	20.795	-8.78507	0.444009
38	50	ok	1429	11.4266	15.9224	-4.49586	0.40144
39	50	ok	2986	10.5145	21.1424	-10.6279	0.469194
40	50	ok	1666	10.5011	17.6339	-7.13272	0.426983
41	50	ok	2571	9.80428	27.9027	-18.0984	0.453854
42	50	ok	2765	9.71233	16.8129	-7.1006	0.415303
43	50	ok	2763	9.10438	14.2176	-5.11317	0.451607
44	50	ok	2777	8.26463	21.3789	-13.1143	0.485162
45	50	ok	2396	6.81205	12.3965	-5.58443	0.415655
46	50	ok	2468	5.70605	17.0846	-11.3786	0.453104
47	50	ok	2779	5.68207	21.5514	-15.8693	0.40197
48	50	ok	2330	5.64684	23.7924	-18.1456	0.438728
49	50	ok	2359	5.13549	17.0397	-11.9042	0.429342
50	50	ok	2388	0.645936	21.2737	-20.6278	0.39306
1	54	or	1823	38.7781	5.13572	33.6424	0.593726
2	54	or	1318	34.7254	8.6934	26.032	0.604214
3	54	or	2811	33.0349	5.57981	27.4551	0.499811
4	54	or	2865	31.6869	20.3938	11.2931	0.535809
5	54	or	360	31.1202	11.2192	19.901	0.569161
6	54	or	488	30.7177	17.5639	13.1538	0.483749
7	54	or	359	29.2891	21.3056	7.98344	0.55565
8	54	or	1983	29.2703	8.9194	20.3509	0.486584
9	54	or	2122	25.4351	7.17351	18.2616	0.494142
10	54	or	2046	25.3446	7.32226	18.0223	0.558201
11	54	or	2517	25.1203	28.87	-3.74972	0.386527
12	54	or	2130	24.8644	17.8321	7.03233	0.4572
13	54	or	2915	22.9164	11.2524	11.6641	0.472128
14	54	or	2471	22.5232	12.8723	9.65091	0.584467
15	54	or	997	21.6889	18.7331	2.95577	0.486017
16	54	or	2733	20.4318	11.2245	9.20733	0.525416
17	54	or	955	19.9397	7.02853	12.9112	0.590325
18	54	or	1595	19.8146	39.1368	-19.3222	0.373205
19	54	or	2002	19.6106	28.8886	-9.27797	0.477419
20	54	or	2521	19.198	14.6316	4.56648	0.402305
21	54	or	1540	19.0744	13.7601	5.31433	0.460317
22	54	or	956	18.8536	13.3693	5.48429	0.514172
23	54	or	2374	18.2234	9.0226	9.20082	0.494142
24	54	or	2635	16.5216	15.8539	0.667657	0.4572
25	54	or	2990	16.4757	5.4408	11.0349	0.5411
26	54	or	1571	16.4095	15.0058	1.40362	0.558485
27	54	or	2542	15.909	24.5947	-8.68572	0.401644
28	54	or	192	15.8263	37.8357	-22.0094	0.436602
29	54	or	1425	14.987	35.7267	-20.7396	0.469199
30	54	or	1130	14.0642	30.0338	-15.9696	0.391818
31	54	or	948	13.7724	20.5387	-6.7663	0.548091
32	54	or	2594	13.7517	11.9202	1.83143	0.466364
33	54	or	2192	13.4845	8.70591	4.77861	0.56472
34	54	or	2898	13.2263	22.7092	-9.48293	0.536565
35	54	or	2850	13.094	15.827	-2.73307	0.513416
36	54	or	1432	12.6982	13.3412	-0.64296	0.466931
37	54	or	1891	12.6707	14.6305	-1.95979	0.474395
38	54	or	2147	11.0519	26.0313	-14.9795	0.382748
39	54	or	1569	10.8418	17.4782	-6.6364	0.452475
40	54	or	847	10.8278	12.1176	-1.28978	0.455026
41	54	or	2557	9.94761	17.3697	-7.42208	0.430933
42	54	or	1544	9.87307	8.01187	1.8612	0.461735
43	54	or	568	9.6387	12.8023	-3.16364	0.552343
44	54	or	1566	8.43022	26.0273	-17.5971	0.453137
45	54	or	1778	8.31997	11.183	-2.86308	0.474112
46	54	or	753	7.3274	13.0522	-5.72481	0.508881
47	54	or	1510	6.32063	21.5444	-15.2238	0.465797
48	54	or	957	5.19237	31.9653	-26.7729	0.39692
49	54	or	3024	4.28907	3.08073	1.20834	0.429233
50	54	or	2550	1.66334	8.90082	-7.23748	0.435847
51	54	or	2951	1.59612	14.7638	-13.1676	0.438398
52	54	or	2411	-0.408178	19.393	-19.8012	0.460506
53	54	or	2522	-2.24119	10.2648	-12.506	0.465231
54	54	or	2439	-4.50892	16.6354	-21.1443	0.448318
1	44	sc	1771	36.0153	8.79554	27.2198	0.595183
2	44	sc	425	33.5066	12.0571	21.4494	0.527441
3	44	sc	337	33.4614	17.4285	16.0329	0.537705
4	44	sc	343	32.7055	20.0001	12.7054	0.534649
5	44	sc	342	32.3602	15.6793	16.6809	0.552622
6	44	sc	2614	28.563	13.4539	15.1091	0.518433
7	44	sc	2483	28.4323	20.1672	8.26512	0.47153
8	44	sc	1319	28.298	17.8844	10.4136	0.508377
9	44	sc	900	28.0871	20.0881	7.99902	0.508132
10	44	sc	3025	27.5182	1.58366	25.9345	0.616586
11	44	sc	2415	27.3273	21.9676	5.35973	0.540754
12	44	sc	1369	26.2721	27.3564	-1.08435	0.545647
13	44	sc	1051	25.1055	20.0867	5.01877	0.558764
14	44	sc	801	24.8493	17.7893	7.06	0.529805
15	44	sc	2815	23.9057	14.0729	9.83272	0.538776
16	44	sc	1293	23.5126	18.8563	4.65628	0.534814
17	44	sc	1287	23.3372	23.912	-0.574831	0.499743
18	44	sc	2751	22.9246	22.5627	0.36187	0.4824
19	44	sc	1553	22.6279	17.8532	4.77469	0.54471
20	44	sc	1746	21.8271	19.2151	2.61199	0.513858
21	44	sc	1379	21.3796	31.8436	-10.464	0.463128
22	44	sc	1676	21.0767	11.4039	9.67279	0.545641
23	44	sc	1398	20.167	20.8438	-0.676764	0.472192
24	44	sc	281	19.6991	15.6038	4.09531	0.504838
25	44	sc	2430	19.5108	30.1426	-10.6318	0.436153
26	44	sc	1102	19.1318	23.0771	-3.94531	0.511084
27	44	sc	2362	18.305	23.7655	-5.46053	0.516057
28	44	sc	1261	15.8961	20.3961	-4.49994	0.408118
29	44	sc	1249	15.6443	9.43754	6.20675	0.518078
30	44	sc	1758	15.1924	10.7678	4.4246	0.53839
31	44	sc	1618	15.1125	23.1329	-8.02043	0.459889
32	44	sc	1730	14.6664	8.64867	6.01774	0.529499
33	44	sc	804	14.163	26.7131	-12.5501	0.385668
34	44	sc	21	12.7475	19.5664	-6.81898	0.525794
35	44	sc	1225	12.3987	19.0745	-6.67575	0.481861
36	44	sc	1466	12.3604	25.3495	-12.9891	0.457739
37	44	sc	1026	12.1138	23.7018	-11.588	0.514238
38	44	sc	1959	10.1694	24.7222	-14.5528	0.449092
39	44	sc	442	9.1112	19.253	-10.1418	0.48567
40	44	sc	2187	5.44475	21.303	-15.8582	0.45943
41	44	sc	2092	5.37419	36.2795	-30.9053	0.420666
42	44	sc	1772	4.5579	28.8082	-24.2503	0.389752
43	44	sc	2973	2.35895	23.3193	-20.9604	0.412998
44	44	sc	1436	0.226264	19.4806	-19.2543	0.451119
1	47	ga	1771	41.8866	11.3181	30.5685	0.587144
2	47	ga	343	33.2684	16.3264	16.942	0.521606
3	47	ga	2918	30.8452	15.2264	15.6188	0.576957
4	47	ga	1102	28.0806	13.0469	15.0337	0.559161
5	47	ga	1319	25.1945	25.7076	-0.51311	0.494413
6	47	ga	1848	25.0928	12.9305	12.1623	0.565333
7	47	ga	1261	24.4859	11.1987	13.2872	0.527133
8	47	ga	57	24.1636	17.5092	6.65438	0.51878
9	47	ga	2007	24.0954	21.9157	2.17972	0.491835
10	47	ga	2967	23.5758	21.4197	2.1561	0.474325
11	47	ga	442	22.8739	10.0447	12.8292	0.555535
12	47	ga	342	22.5483	14.5991	7.94915	0.484267
13	47	ga	590	22.1453	9.83142	12.3138	0.522483
14	47	ga	1758	22.1335	14.3757	7.75784	0.540055
15	47	ga	1533	21.5143	17.9631	3.55124	0.523554
16	47	ga	1746	20.8567	9.99745	10.8592	0.62746
17	47	ga	1795	20.679	23.3561	-2.67707	0.452081
18	47	ga	2415	20.6026	25.1429	-4.54033	0.409954
19	47	ga	2887	20.592	21.4434	-0.851492	0.503093
20	47	ga	34	20.3097	16.4486	3.86108	0.482439
21	47	ga	1002	19.3182	11.5616	7.75659	0.499802
22	47	ga	2119	18.8408	19.3725	-0.531737	0.461831
23	47	ga	1999	18.7413	12.489	6.2523	0.449555
24	47	ga	832	18.5367	13.0447	5.49196	0.502971
25	47	ga	3091	18.0782	19.6808	-1.60262	0.511918
26	47	ga	281	17.8047	24.1943	-6.3896	0.479064
27	47	ga	2038	17.5285	16.5783	0.95015	0.468159
28	47	ga	2420	17.4404	12.9249	4.51549	0.5573
29	47	ga	1304	15.5057	14.5308	0.974977	0.456268
30	47	ga	1877	15.4972	23.0074	-7.51019	0.454159
31	47	ga	2655	15.4767	16.1514	-0.674718	0.536204
32	47	ga	587	14.355	17.0118	-2.65673	0.433464
33	47	ga	2362	13.4445	18.7954	-5.35084	0.463581
34	47	ga	1414	13.0572	17.4128	-4.35561	0.403862
35	47	ga	1683	12.3923	29.4605	-17.0682	0.450983
36	47	ga	2974	11.8972	26.7238	-14.8266	0.445658
37	47	ga	1648	11.3493	20.7501	-9.40083	0.445313
38	47	ga	2958	11.2928	22.3798	-11.087	0.435103
39	47	ga	1439	10.3545	29.9541	-19.5996	0.392695
40	47	ga	1788	10.1553	24.2472	-14.0919	0.439269
41	47	ga	1311	9.20828	9.17307	0.0352135	0.488407
42	47	ga	1398	8.926	24.9788	-16.0528	0.369978
43	47	ga	900	8.26	19.3812	-11.1212	0.490069
44	47	ga	2393	7.10382	16.8213	-9.71748	0.462046
45	47	ga	1415	5.65733	17.3505	-11.6931	0.489703
46	47	ga	1127	5.2856	22.7892	-17.5036	0.439925
47	47	ga	547	3.28285	12.8415	-9.5587	0.402736
1	53	pa	103	47.671	1.65085	46.0202	0.611837
2	53	pa	1279	44.2944	19.2321	25.0623	0.581121
3	53	pa	395	43.3477	9.05531	34.2924	0.507756
4	53	pa	1391	38.8635	14.605	24.2585	0.537552
5	53	pa	1507	37.8788	4.01668	33.8621	0.577517
6	53	pa	2729	32.7224	23.3601	9.36228	0.482012
7	53	pa	378	32.5318	10.5564	21.9754	0.573262
8	53	pa	1153	30.9509	0.758399	30.1925	0.609112
9	53	pa	222	30.8606	11.7253	19.1353	0.586201
10	53	pa	816	28.1909	13.6693	14.5216	0.5425
11	53	pa	56	27.817	24.6718	3.14517	0.459076
12	53	pa	1923	27.7176	25.5387	2.17898	0.505544
13	53	pa	272	26.8151	17.6654	9.14973	0.544407
14	53	pa	834	25.004	23.0302	1.9738	0.477803
15	53	pa	250	24.8553	13.0016	11.8537	0.504191
16	53	pa	11	24.1162	16.5822	7.53405	0.566504
17	53	pa	1143	23.3132	15.6318	7.68137	0.473148
18	53	pa	1027	22.7576	32.8641	-10.1066	0.474701
19	53	pa	223	22.5986	10.8732	11.7255	0.588831
20	53	pa	204	21.4907	17.6824	3.80832	0.542804
21	53	pa	84	20.8887	42.3557	-21.4671	0.467022
22	53	pa	104	18.8632	29.1845	-10.3213	0.473295
23	53	pa	896	18.762	21.5025	-2.74054	0.464149
24	53	pa	2229	18.0191	19.7475	-1.72842	0.496575
25	53	pa	708	17.4052	14.7862	2.61906	0.458852
26	53	pa	341	16.8062	18.9008	-2.09457	0.417503
27	53	pa	284	16.2726	16.7603	-0.487711	0.460118
28	53	pa	316	15.7512	24.116	-8.36479	0.474697
29	53	pa	365	15.5891	21.535	-5.94595	0.495856
30	53	pa	486	15.0328	21.7337	-6.70092	0.468107
31	53	pa	224	14.6944	20.9044	-6.21002	0.454333
32	53	pa	484	13.755	24.5637	-10.8087	0.544098
33	53	pa	1089	13.5399	17.0567	-3.51686	0.499416
34	53	pa	1495	13.3044	22.3062	-9.00182	0.456719
35	53	pa	87	11.9661	7.83961	4.12648	0.49091
36	53	pa	321	11.9423	24.0847	-12.1425	0.46638
37	53	pa	433	11.3668	2.41867	8.94815	0.512388
38	53	pa	1403	11.2897	14.2685	-2.97878	0.463067
39	53	pa	304	11.2436	18.4526	-7.20902	0.466312
40	53	pa	809	11.0418	18.3263	-7.28445	0.469056
41	53	pa	357	10.8038	15.1484	-4.34453	0.434872
42	53	pa	2559	10.4474	16.8802	-6.4328	0.458487
43	53	pa	1647	10.0414	28.995	-18.9536	0.461813
44	53	pa	1370	9.50441	12.4065	-2.90205	0.493894
45	53	pa	2539	9.21732	42.8946	-33.6772	0.394163
46	53	pa	293	9.08751	14.219	-5.1315	0.395543
47	53	pa	1634	9.08094	6.24852	2.83243	0.41867
48	53	pa	1791	7.84659	29.957	-22.1104	0.496363
49	53	pa	423	6.6078	32.8492	-26.2414	0.45797
50	53	pa	509	6.23359	25.3987	-19.1651	0.407632
51	53	pa	225	3.57276	27.0447	-23.4719	0.356015
52	53	pa	709	2.75864	16.9995	-14.2409	0.425003
53	53	pa	2607	-0.983559	25.1376	-26.1212	0.407046
1	37	pit	1218	43.2221	12.7554	30.4667	0.549055
2	37	pit	222	33.7259	13.5258	20.2001	0.562749
3	37	pit	2603	30.7909	3.91995	26.8709	0.554645
4	37	pit	48	27.9006	15.9588	11.9418	0.532661
5	37	pit	3062	27.1408	13.4136	13.7272	0.564866
6	37	pit	2534	25.609	14.7832	10.8258	0.551186
7	37	pit	302	25.3649	6.94077	18.4242	0.481695
8	37	pit	1629	25.0746	14.5715	10.5031	0.545573
9	37	pit	291	24.0844	7.34683	16.7375	0.537814
10	37	pit	2614	21.4198	22.572	-1.15223	0.474949
11	37	pit	337	20.8383	19.1707	1.6676	0.510481
12	37	pit	2901	20.6771	16.4361	4.24093	0.526132
13	37	pit	2644	19.5386	18.4258	1.11282	0.470424
14	37	pit	379	19.5078	12.9952	6.51253	0.505595
15	37	pit	63	19.1987	7.46891	11.7298	0.533445
16	37	pit	1990	17.8881	11.5111	6.37703	0.486405
17	37	pit	2407	16.7873	15.1926	1.5947	0.422255
18	37	pit	2399	16.4282	12.1119	4.31626	0.508265
19	37	pit	128	15.3476	12.075	3.27259	0.54499
20	37	pit	2252	15.1965	23.3281	-8.13161	0.470932
21	37	pit	117	14.1411	22.1879	-8.04676	0.446892
22	37	pit	1708	13.8288	16.4396	-2.61083	0.449268
23	37	pit	3108	13.8054	21.5645	-7.75911	0.464074
24	37	pit	1367	13.7251	19.7489	-6.02382	0.493841
25	37	pit	2656	13.4939	27.9433	-14.4494	0.377215
26	37	pit	440	12.4712	33.0127	-20.5415	0.396708
27	37	pit	2544	12.3621	18.3292	-5.96713	0.477217
28	37	pit	2172	12.1342	28.0198	-15.8856	0.462137
29	37	pit	2641	12.0919	19.6118	-7.5199	0.503004
30	37	pit	869	12.0176	15.9437	-3.92609	0.477517
31	37	pit	1249	11.8813	12.9301	-1.04874	0.500104
32	37	pit	1743	11.8655	33.8676	-22.002	0.415812
33	37	pit	2051	10.7565	16.3386	-5.58213	0.464647
34	37	pit	2279	8.86279	20.7035	-11.8407	0.451459
35	37	pit	2428	8.83822	21.7598	-12.9216	0.421542
36	37	pit	306	-0.118423	22.1546	-22.2731	0.417132
37	37	pit	2618	-0.818717	24.0298	-24.8486	0.33484
1	44	sac	1717	38.905	17.5156	21.3894	0.622599
2	44	sac	852	33.6386	10.6157	23.0229	0.572451
3	44	sac	675	33.2511	13.752	19.4991	0.559346
4	44	sac	115	32.1336	17.8206	14.313	0.48586
5	44	sac	1868	31.8411	17.9038	13.9373	0.557405
6	44	sac	2035	31.0682	19.3528	11.7154	0.559952
7	44	sac	604	30.6133	3.84699	26.7663	0.507777
8	44	sac	599	29.0989	12.7873	16.3116	0.558262
9	44	sac	2854	28.6963	12.6839	16.0124	0.559769
10	44	sac	692	26.578	8.63959	17.9384	0.520692
11	44	sac	2122	26.2839	20.8778	5.40609	0.538329
12	44	sac	2063	25.4356	7.26361	18.1719	0.555347
13	44	sac	2473	25.0839	26.0517	-0.967786	0.501954
14	44	sac	668	24.8041	31.8997	-7.09559	0.50248
15	44	sac	1678	23.4333	19.8717	3.56167	0.459448
16	44	sac	1700	21.1887	19.6276	1.56116	0.485003
17	44	sac	2367	20.8379	24.2188	-3.38089	0.462565
18	44	sac	2073	20.6717	8.28116	12.3905	0.487771
19	44	sac	2085	20.3681	5.53562	14.8325	0.505169
20	44	sac	295	19.2689	22.3296	-3.0607	0.490863
21	44	sac	1458	18.9988	28.3797	-9.38096	0.486325
22	44	sac	1323	18.7806	26.5816	-7.80102	0.40982
23	44	sac	1671	17.6944	23.0265	-5.33212	0.483766
24	44	sac	2144	17.4479	13.4972	3.95074	0.571625
25	44	sac	2551	17.4451	24.8155	-7.37036	0.417751
26	44	sac	701	16.8681	17.4389	-0.570785	0.543657
27	44	sac	2390	16.3153	15.2434	1.0719	0.436643
28	44	sac	100	15.6355	11.9628	3.67276	0.572751
29	44	sac	766	15.3455	21.3977	-6.05225	0.44905
30	44	sac	1072	15.262	18.6987	-3.43669	0.474745
31	44	sac	2892	14.9829	26.3811	-11.3982	0.455051
32	44	sac	2489	14.3448	31.258	-16.9133	0.438762
33	44	sac	1662	13.5307	26.1551	-12.6244	0.450795
34	44	sac	1351	13.1513	33.0516	-19.9003	0.420072
35	44	sac	3013	12.834	26.8758	-14.0418	0.437016
36	44	sac	1147	12.6564	26.2014	-13.545	0.421315
37	44	sac	2761	12.1253	-1.29219	13.4175	0.496485
38	44	sac	1359	10.7992	6.9931	3.8061	0.495658
39	44	sac	1516	9.78286	14.8678	-5.08497	0.437261
40	44	sac	981	9.15031	33.7876	-24.6373	0.510949
41	44	sac	2204	5.87698	9.24611	-3.36913	0.49771
42	44	sac	2456	5.72448	19.1732	-13.4487	0.471206
43	44	sac	2156	1.78231	29.5899	-27.8076	0.439362
44	44	sac	1974	-3.73504	41.7938	-45.5289	0.365771
1	37	sdc	968	52.8536	12.8229	40.0307	0.640392
2	37	sdc	1622	44.2074	10.3862	33.8212	0.582763
3	37	sdc	1332	33.1353	19.982	13.1532	0.54796
4	37	sdc	1388	29.4532	3.26152	26.1916	0.625103
5	37	sdc	812	25.3843	15.2098	10.1745	0.522331
6	37	sdc	341	24.1072	4.30557	19.8017	0.542544
7	37	sdc	1828	23.9248	19.5763	4.34854	0.489474
8	37	sdc	2485	20.2773	22.2153	-1.93804	0.510615
9	37	sdc	2658	18.5583	12.0033	6.55498	0.433992
10	37	sdc	2493	18.0087	15.369	2.63968	0.431012
11	37	sdc	3032	17.7953	22.3695	-4.57416	0.486973
12	37	sdc	2339	17.3853	12.6015	4.78371	0.550445
13	37	sdc	1972	17.1988	7.58253	9.61632	0.579068
14	37	sdc	2984	16.0846	19.004	-2.91935	0.533958
15	37	sdc	1538	15.2125	16.3785	-1.16605	0.461915
16	37	sdc	2599	15.0031	11.7187	3.28442	0.487405
17	37	sdc	2827	14.7344	27.9999	-13.2655	0.461668
18	37	sdc	1266	14.4538	18.686	-4.23217	0.515992
19	37	sdc	1159	14.0132	24.3878	-10.3745	0.517958
20	37	sdc	3041	13.239	24.0944	-10.8554	0.421874
21	37	sdc	1011	13.2373	34.1189	-20.8816	0.492466
22	37	sdc	1072	12.9807	13.3636	-0.382888	0.507586
23	37	sdc	1527	12.8405	13.3859	-0.545374	0.513502
24	37	sdc	2839	12.68	7.37803	5.30198	0.561854
25	37	sdc	393	12.2648	19.2113	-6.94645	0.436795
26	37	sdc	2029	11.5654	12.6006	-1.03518	0.540451
27	37	sdc	1348	11.4205	20.1767	-8.75618	0.468502
28	37	sdc	2032	10.9144	16.4111	-5.49666	0.501557
29	37	sdc	2066	10.913	26.1346	-15.2216	0.446786
30	37	sdc	3021	10.5707	23.1351	-12.5644	0.458831
31	37	sdc	2543	9.85212	3.62449	6.22762	0.485414
32	37	sdc	2193	9.23167	18.0681	-8.83646	0.491294
33	37	sdc	2637	8.34473	8.11492	0.229806	0.485425
34	37	sdc	2102	7.25479	20.5547	-13.2999	0.460889
35	37	sdc	2486	6.45365	22.1797	-15.7261	0.47242
36	37	sdc	2404	5.21559	23.6401	-18.4245	0.368232
37	37	sdc	1572	3.4859	15.0423	-11.5564	0.466489
1	46	li	2010	36.552	15.2305	21.3214	0.57238
2	46	li	870	33.9558	3.41488	30.5409	0.592628
3	46	li	287	33.6627	12.6724	20.9903	0.547443
4	46	li	102	33.231	11.1866	22.0444	0.570386
5	46	li	1606	29.2824	14.867	14.4154	0.550411
6	46	li	28	27.2231	15.5497	11.6733	0.50807
7	46	li	2161	26.2133	10.7033	15.5101	0.554259
8	46	li	533	22.474	19.5836	2.89041	0.489698
9	46	li	358	21.8365	8.54192	13.2945	0.526502
10	46	li	564	21.3625	13.3911	7.97139	0.540219
11	46	li	263	20.6413	26.5419	-5.90061	0.50431
12	46	li	417	20.4062	23.6275	-3.22131	0.507809
13	46	li	2875	19.8498	15.6995	4.15037	0.496974
14	46	li	271	19.2075	10.3816	8.82585	0.570704
15	46	li	2872	18.2288	16.6852	1.54363	0.465743
16	46	li	527	17.6274	2.30187	15.3256	0.575579
17	46	li	884	17.4604	23.0198	-5.55934	0.44734
18	46	li	352	17.274	12.3847	4.88925	0.461588
19	46	li	1358	15.6874	16.6384	-0.951036	0.517634
20	46	li	1554	15.2054	16.3332	-1.12779	0.486079
21	46	li	569	15.0267	25.9393	-10.9125	0.478869
22	46	li	1803	14.8997	14.1287	0.770945	0.479878
23	46	li	806	14.7394	5.13875	9.60068	0.52036
24	46	li	545	14.3328	13.4863	0.846588	0.44047
25	46	li	2638	13.5802	16.158	-2.57779	0.497704
26	46	li	496	13.5799	16.1488	-2.56895	0.47017
27	46	li	1468	12.9526	9.01989	3.93268	0.520668
28	46	li	270	12.0137	15.4925	-3.47879	0.517175
29	46	li	329	11.744	13.7277	-1.98367	0.508111
30	46	li	1607	11.0999	21.3959	-10.296	0.498205
31	46	li	2476	11.037	15.9803	-4.94333	0.415377
32	46	li	2347	10.5317	13.1891	-2.65745	0.445082
33	46	li	1546	9.28638	15.3363	-6.04989	0.451125
34	46	li	1537	8.84895	13.126	-4.27708	0.461241
35	46	li	810	8.63701	20.3387	-11.7017	0.476497
36	46	li	2869	8.55784	18.3442	-9.78634	0.422956
37	46	li	514	7.96969	14.1361	-6.16643	0.472893
38	46	li	353	7.55283	22.0232	-14.4704	0.425414
39	46	li	1203	7.53739	19.9879	-12.4505	0.445286
40	46	li	1751	7.45174	19.5529	-12.1012	0.443208
41	46	li	1808	7.31606	14.767	-7.45094	0.409908
42	46	li	2487	6.97542	18.7958	-11.8203	0.429933
43	46	li	1601	6.06476	17.5337	-11.469	0.43295
44	46	li	371	4.75963	13.3909	-8.6313	0.439972
45	46	li	2027	3.36547	17.7132	-14.3477	0.435545
46	46	li	871	0.537923	26.3461	-25.8082	0.426859
1	47	sj	670	42.6066	8.66751	33.939	0.500623
2	47	sj	971	41.9873	15.9871	26.0002	0.526181
3	47	sj	100	40.8825	18.8915	21.991	0.544604
4	47	sj	192	35.6857	9.19613	26.4896	0.569171
5	47	sj	987	34.7988	13.0579	21.7409	0.556077
6	47	sj	1280	32.347	19.6752	12.6717	0.51786
7	47	sj	114	28.4846	15.4634	13.0212	0.463723
8	47	sj	675	27.0949	1.36945	25.7255	0.481078
9	47	sj	115	26.2427	23.0641	3.17853	0.493244
10	47	sj	846	25.7897	8.65878	17.131	0.559805
11	47	sj	1868	24.9492	29.3978	-4.44861	0.513538
12	47	sj	254	24.4121	5.42756	18.9845	0.558359
13	47	sj	692	23.8122	20.1968	3.61537	0.542238
14	47	sj	766	23.1483	16.6694	6.4789	0.540392
15	47	sj	668	23.0625	1.17884	21.8836	0.45257
16	47	sj	359	23.0422	2.61178	20.4304	0.552582
17	47	sj	1516	22.719	13.0115	9.70744	0.418783
18	47	sj	649	21.8798	14.4663	7.41351	0.481732
19	47	sj	2489	21.7243	20.8942	0.83011	0.443579
20	47	sj	604	21.6845	13.0288	8.65575	0.531183
21	47	sj	852	20.3941	6.47946	13.9146	0.493528
22	47	sj	2135	20.0568	19.6281	0.428623	0.489955
23	47	sj	2035	19.4248	15.9329	3.49186	0.546924
24	47	sj	2813	16.9452	29.1244	-12.1792	0.490857
25	47	sj	1967	16.4675	21.0978	-4.63031	0.45359
26	47	sj	2473	14.4762	21.475	-6.99877	0.43705
27	47	sj	1351	12.9185	18.0891	-5.17053	0.42806
28	47	sj	3013	12.8518	11.2187	1.63313	0.504278
29	47	sj	253	11.6337	28.0096	-16.3759	0.425515
30	47	sj	3045	10.5363	19.7676	-9.2313	0.44169
31	47	sj	3022	10.2294	10.4502	-0.220861	0.469287
32	47	sj	1834	9.74394	34.757	-25.013	0.394947
33	47	sj	1120	9.60773	-0.391861	9.99959	0.545948
34	47	sj	8	9.57117	12.1648	-2.59363	0.511489
35	47	sj	2367	8.91056	25.0689	-16.1584	0.432963
36	47	sj	581	8.73524	28.0478	-19.3126	0.449128
37	47	sj	1458	8.72199	4.48243	4.23956	0.466859
38	47	sj	2159	8.05982	14.5054	-6.44558	0.441068
39	47	sj	1641	7.57017	32.4661	-24.896	0.391565
40	47	sj	2144	6.05103	17.8804	-11.8294	0.424043
41	47	sj	840	5.80798	31.1695	-25.3615	0.420431
42	47	sj	841	3.49397	19.5741	-16.0802	0.409082
43	47	sj	2141	2.92318	38.3907	-35.4675	0.402829
44	47	sj	256	1.83133	26.0149	-24.1836	0.427329
45	47	sj	2643	0.779088	15.3464	-14.5673	0.465743
46	47	sj	1700	-2.72726	16.3189	-19.0462	0.393803
47	47	sj	2628	-2.99661	32.1254	-35.122	0.360628
1	36	mo	71	37.9779	16.0299	21.948	0.586637
2	36	mo	1806	36.1878	15.5192	20.6687	0.576504
3	36	mo	16	36.116	0.307612	35.8084	0.595453
4	36	mo	2041	31.3868	18.786	12.6008	0.564132
5	36	mo	1208	31.1796	17.8443	13.3353	0.598562
6	36	mo	2775	28.9725	15.0572	13.9153	0.521754
7	36	mo	931	25.4991	10.598	14.9011	0.534306
8	36	mo	1182	25.4692	16.667	8.80219	0.528031
9	36	mo	1756	24.4994	22.0488	2.45062	0.493673
10	36	mo	1723	21.9683	21.3416	0.626712	0.450238
11	36	mo	1094	21.1827	16.8607	4.32192	0.479213
12	36	mo	2359	20.8277	19.7527	1.07496	0.507964
13	36	mo	1098	20.4929	8.2615	12.2314	0.495869
14	36	mo	1985	18.4254	17.4859	0.939482	0.445339
15	36	mo	3000	18.0123	6.30271	11.7096	0.477899
16	36	mo	967	17.8547	17.5576	0.297086	0.480665
17	36	mo	1108	16.6244	18.6784	-2.05396	0.48572
18	36	mo	2838	16.2957	22.6653	-6.36961	0.455042
19	36	mo	1706	16.1269	18.7059	-2.57895	0.495682
20	36	mo	1288	15.2609	19.1133	-3.85246	0.506782
21	36	mo	1764	15.1048	14.5343	0.570547	0.500069
22	36	mo	2219	15.0992	9.30408	5.79511	0.479
23	36	mo	1444	15.0155	32.3548	-17.3393	0.496328
24	36	mo	1329	14.7137	21.3732	-6.65946	0.434345
25	36	mo	1996	14.1595	17.8385	-3.67901	0.47011
26	36	mo	2408	13.9313	24.6042	-10.6729	0.399923
27	36	mo	1810	13.0346	17.516	-4.48138	0.499806
28	36	mo	1785	12.7608	14.9993	-2.23846	0.495107
29	36	mo	2978	10.8089	21.2513	-10.4424	0.437453
30	36	mo	1178	9.64051	19.0837	-9.44316	0.487334
31	36	mo	2893	8.03822	30.6933	-22.655	0.424894
32	36	mo	2014	7.2016	22.9566	-15.755	0.420518
33	36	mo	2902	7.00998	22.2667	-15.2567	0.40278
34	36	mo	1827	6.24692	16.7328	-10.4859	0.403201
35	36	mo	1658	6.07659	21.3989	-15.3224	0.417103
36	36	mo	1609	3.79767	26.5086	-22.711	0.418915
1	65	dc	2199	44.7381	26.4954	18.2427	0.54878
2	65	dc	365	35.4451	13.8145	21.6306	0.544137
3	65	dc	45	34.3671	-0.726691	35.0938	0.628874
4	65	dc	2377	32.0478	7.85589	24.1919	0.586971
5	65	dc	234	31.5472	23.5264	8.02078	0.598432
6	65	dc	118	30.727	15.1605	15.5665	0.535552
7	65	dc	836	27.565	18.9007	8.66433	0.481981
8	65	dc	1712	27.5568	5.28298	22.2739	0.561063
9	65	dc	1731	26.9318	19.1679	7.76382	0.4934
10	65	dc	1629	26.9185	11.276	15.6425	0.601145
11	65	dc	176	26.655	10.9396	15.7154	0.5274
12	65	dc	7	25.9454	9.38115	16.5642	0.575194
13	65	dc	272	25.3673	7.42165	17.9457	0.560086
14	65	dc	181	24.4079	19.2291	5.17885	0.480753
15	65	dc	2913	24.1739	15.2211	8.9528	0.530175
16	65	dc	2068	23.9676	7.84333	16.1243	0.584332
17	65	dc	2914	23.9436	19.4936	4.44995	0.478768
18	65	dc	2819	23.2823	4.28493	18.9974	0.492058
19	65	dc	1446	23.2523	23.8498	-0.597452	0.475678
20	65	dc	346	23.1621	9.17419	13.9879	0.498394
21	65	dc	122	22.9188	14.545	8.37382	0.533987
22	65	dc	614	22.6642	23.4044	-0.740231	0.429759
23	65	dc	449	22.3897	14.7865	7.60315	0.514064
24	65	dc	597	22.3047	8.86159	13.4431	0.558768
25	65	dc	1915	21.4844	11.047	10.4374	0.464173
26	65	dc	2963	21.1232	28.7206	-7.59743	0.433479
27	65	dc	339	19.7606	13.958	5.80257	0.57182
28	65	dc	3046	19.4664	9.10023	10.3662	0.535237
29	65	dc	53	19.3212	-0.861838	20.1831	0.470603
30	65	dc	1418	19.03	12.9887	6.04136	0.477689
31	65	dc	623	18.3651	16.2989	2.06615	0.483582
32	65	dc	1748	18.3234	11.0597	7.2637	0.464164
33	65	dc	587	18.0707	32.2489	-14.1782	0.425138
34	65	dc	401	18.0203	27.0582	-9.03785	0.43698
35	65	dc	1872	17.5511	23.0072	-5.45606	0.476131
36	65	dc	1522	17.2399	29.6243	-12.3844	0.485544
37	65	dc	2962	14.2553	24.2086	-9.95332	0.458036
38	65	dc	2961	13.2068	19.9271	-6.72026	0.488266
39	65	dc	538	12.935	-4.48408	17.4191	0.538562
40	65	dc	2964	12.896	9.94122	2.95482	0.491389
41	65	dc	2729	12.6058	21.1071	-8.50136	0.473189
42	65	dc	116	12.5993	8.32355	4.27572	0.473464
43	65	dc	1279	11.9165	10.7602	1.15628	0.573791
44	65	dc	768	11.4372	3.38489	8.05236	0.557292
45	65	dc	1111	10.5388	12.739	-2.20024	0.528237
46	65	dc	1727	10.1372	12.4698	-2.33255	0.501269
47	65	dc	1123	9.80412	25.3721	-15.568	0.424765
48	65	dc	357	9.38413	22.1994	-12.8153	0.496796
49	65	dc	1719	9.0731	16.5207	-7.44758	0.480559
50	65	dc	2421	8.42457	32.753	-24.3285	0.445803
51	65	dc	1699	8.09539	13.4908	-5.39545	0.554125
52	65	dc	1370	7.41718	16.8962	-9.47897	0.422174
53	65	dc	620	7.21647	15.733	-8.51655	0.439243
54	65	dc	2912	6.69525	16.8889	-10.1937	0.411308
55	65	dc	709	6.68292	26.9818	-20.2989	0.471394
56	65	dc	2911	6.45493	9.02788	-2.57295	0.523621
57	65	dc	1793	6.36205	17.5136	-11.1516	0.481792
58	65	dc	611	5.56875	22.8221	-17.2534	0.496882
59	65	dc	2900	3.35319	40.8627	-37.5095	0.447112
60	65	dc	1900	1.20576	18.4986	-17.2929	0.515908
61	65	dc	2537	1.11876	20.5584	-19.4396	0.439072
62	65	dc	615	-0.028106	18.306	-18.3341	0.502807
63	65	dc	1885	-1.73993	28.6129	-30.3528	0.463633
64	65	dc	1849	-4.79702	31.9433	-36.7403	0.427352
65	65	dc	2121	-9.29036	30.2223	-39.5127	0.415447
1	26	wat	2056	45.2946	3.26659	42.028	0.619405
2	26	wat	2505	31.6984	16.0284	15.67	0.550544
3	26	wat	2609	29.8992	4.96614	24.9331	0.611085
4	26	wat	2166	29.6311	19.1076	10.5234	0.523142
5	26	wat	1310	29.1885	14.0056	15.1828	0.511708
6	26	wat	1565	24.6068	23.6854	0.921416	0.469516
7	26	wat	1141	24.3896	8.44865	15.9409	0.5543
8	26	wat	1334	20.7281	13.5408	7.18731	0.487226
9	26	wat	1605	20.589	32.9814	-12.3924	0.431665
10	26	wat	1404	19.988	20.412	-0.424002	0.484634
11	26	wat	296	17.7575	22.0404	-4.28295	0.484799
12	26	wat	1075	17.2582	17.3371	-0.0789062	0.45305
13	26	wat	2935	17.1391	18.3396	-1.2005	0.459652
14	26	wat	2013	16.0906	27.5001	-11.4096	0.431861
15	26	wat	3040	16.0734	23.2458	-7.1724	0.434361
16	26	wat	781	15.8749	23.328	-7.45307	0.514834
17	26	wat	1558	13.6615	10.5964	3.06507	0.539838
18	26	wat	854	13.1961	9.34128	3.85482	0.494201
19	26	wat	2076	12.0564	11.9147	0.141667	0.540698
20	26	wat	2702	11.3331	25.9218	-14.5888	0.446977
21	26	wat	1305	11.1759	22.1756	-10.9997	0.429965
22	26	wat	2185	10.6696	23.9122	-13.2426	0.419875
23	26	wat	1219	10.2456	31.66	-21.4144	0.41346
24	26	wat	2200	7.95397	17.5238	-9.56979	0.45503
25	26	wat	1815	7.95206	19.9957	-12.0436	0.444944
26	26	wat	2361	7.0519	16.4453	-9.39344	0.502156
1	53	wi	1625	43.3181	14.1392	29.1789	0.56705
2	53	wi	2970	40.7325	12.8175	27.915	0.586256
3	53	wi	2506	36.4193	17.7351	18.6842	0.6046
4	53	wi	2039	32.7118	11.8575	20.8544	0.616402
5	53	wi	1652	32.2436	7.29001	24.9535	0.577609
6	53	wi	2574	26.8989	19.3638	7.53512	0.510947
7	53	wi	2062	26.5823	26.4994	0.0829269	0.533216
8	53	wi	2481	26.5808	8.33083	18.2499	0.511548
9	53	wi	269	26.3146	18.6544	7.66026	0.505914
10	53	wi	2338	26.0467	15.5264	10.5202	0.535526
11	53	wi	1732	25.8536	6.05023	19.8034	0.568665
12	53	wi	537	25.741	23.6881	2.05281	0.496373
13	53	wi	1675	25.5683	11.6964	13.8719	0.542158
14	53	wi	1024	25.0322	12.2812	12.751	0.532676
15	53	wi	2826	22.9285	16.1218	6.80669	0.537601
16	53	wi	1736	22.3112	18.669	3.64211	0.552065
17	53	wi	1306	20.4494	23.4233	-2.97396	0.492255
18	53	wi	2547	20.2532	19.2461	1.00714	0.515308
19	53	wi	1535	19.9744	25.9736	-5.99921	0.474338
20	53	wi	2077	19.8092	31.1779	-11.3686	0.440965
21	53	wi	930	19.8076	24.4392	-4.63163	0.422531
22	53	wi	1714	19.5986	25.1057	-5.50712	0.53895
23	53	wi	1091	19.5165	17.1921	2.32441	0.48724
24	53	wi	2830	19.4411	18.3369	1.10429	0.500264
25	53	wi	1103	19.1883	20.9267	-1.73845	0.501341
26	53	wi	1739	18.8226	16.7907	2.03193	0.49109
27	53	wi	2194	18.7348	9.35077	9.38404	0.497074
28	53	wi	2530	18.5733	9.97496	8.59832	0.505108
29	53	wi	706	18.5719	24.7879	-6.21599	0.520609
30	53	wi	167	18.3031	14.4094	3.89371	0.558927
31	53	wi	2022	17.6402	19.9983	-2.35807	0.455575
32	53	wi	93	17.0298	19.1012	-2.07142	0.497988
33	53	wi	1850	15.8338	20.1154	-4.28166	0.514673
34	53	wi	1816	15.4916	6.24703	9.2446	0.561155
35	53	wi	2538	15.1215	22.5942	-7.47267	0.505955
36	53	wi	1259	14.4966	31.8558	-17.3592	0.398084
37	53	wi	1268	14.4813	8.45552	6.02582	0.529212
38	53	wi	2709	14.4743	27.8947	-13.4204	0.539525
39	53	wi	2817	14.3311	16.2528	-1.92171	0.477973
40	53	wi	141	13.9517	30.168	-16.2163	0.431778
41	53	wi	2940	13.9138	10.6178	3.29592	0.525089
42	53	wi	1864	10.555	30.6027	-20.0477	0.463051
43	53	wi	2549	10.5357	17.349	-6.81328	0.44839
44	53	wi	2437	10.2606	24.7207	-14.4601	0.40701
45	53	wi	2500	9.92773	25.0289	-15.1011	0.490232
46	53	wi	120	9.68168	18.69	-9.00828	0.44451
47	53	wi	2202	8.73271	26.5726	-17.8399	0.444039
48	53	wi	2116	8.32741	16.2094	-7.88203	0.488612
49	53	wi	2946	7.49635	15.494	-7.99768	0.399485
50	53	wi	3110	4.9799	24.6926	-19.7127	0.413946
51	53	wi	1716	2.42017	26.3927	-23.9726	0.411353
52	53	wi	447	0.986408	8.23944	-7.25303	0.497826
53	53	wi	171	-1.68947	17.5597	-19.2492	0.419462
1	40	dt1	67	50.9408	0.617258	50.3235	0.610938
2	40	dt1	1701	42.7287	-1.5429	44.2716	0.522997
3	40	dt1	217	38.8964	11.7323	27.1641	0.591317
4	40	dt1	1250	33.0338	16.0094	17.0244	0.550296
5	40	dt1	123	33.007	19.5863	13.4207	0.498937
6	40	dt1	280	29.0679	24.3662	4.70164	0.512084
7	40	dt1	503	26.1412	13.9333	12.2079	0.485986
8	40	dt1	1213	25.8765	17.6612	8.21529	0.49587
9	40	dt1	469	24.6276	18.0015	6.62607	0.465963
10	40	dt1	1856	24.247	16.1394	8.10754	0.503491
11	40	dt1	573	22.3855	17.8113	4.57423	0.515494
12	40	dt1	2851	22.0031	16.9111	5.09207	0.462879
13	40	dt1	2137	18.8976	12.7101	6.18746	0.510165
14	40	dt1	247	18.2062	13.8473	4.35885	0.475731
15	40	dt1	326	17.4643	6.39291	11.0714	0.527777
16	40	dt1	3098	17.1058	17.0529	0.0529156	0.474498
17	40	dt1	1998	17.0195	14.31	2.70948	0.519474
18	40	dt1	2431	16.8988	15.6144	1.28438	0.42871
19	40	dt1	453	16.612	8.09499	8.51703	0.509032
20	40	dt1	313	16.3467	15.8071	0.539601	0.469582
21	40	dt1	515	15.0104	17.1334	-2.12303	0.494462
22	40	dt1	2627	14.6539	22.4174	-7.76347	0.507613
23	40	dt1	2832	14.3867	8.90919	5.4775	0.525357
24	40	dt1	3095	14.2315	14.1329	0.0986253	0.497401
25	40	dt1	1528	13.8842	20.9135	-7.02929	0.484569
26	40	dt1	2048	13.4341	16.3903	-2.95624	0.449316
27	40	dt1	3069	13.2431	19.7851	-6.54203	0.467867
28	40	dt1	406	11.9244	25.3601	-13.4356	0.446086
29	40	dt1	1941	11.92	25.3079	-13.3879	0.447186
30	40	dt1	308	11.6373	15.8925	-4.25522	0.473001
31	40	dt1	3002	10.9996	22.4666	-11.4671	0.501085
32	40	dt1	519	10.0882	14.5831	-4.49482	0.43257
33	40	dt1	2224	8.58913	21.7994	-13.2103	0.408354
34	40	dt1	3096	7.52393	20.5767	-13.0527	0.413449
35	40	dt1	2673	6.44138	25.6906	-19.2492	0.504136
36	40	dt1	2719	5.32445	36.7354	-31.411	0.396716
37	40	dt1	903	4.99002	21.8457	-16.8556	0.427676
38	40	dt1	2050	3.90767	40.471	-36.5633	0.33891
39	40	dt1	240	2.4205	14.0401	-11.6197	0.45445
40	40	dt1	2676	0.883273	27.493	-26.6098	0.43456
1	40	dt	910	35.5577	10.321	25.2367	0.537777
2	40	dt	2719	28.8329	19.7821	9.05076	0.498642
3	40	dt	280	27.2832	19.5475	7.7357	0.524141
4	40	dt	3096	26.9987	25.8728	1.12588	0.485884
5	40	dt	1189	26.3344	11.8607	14.4738	0.496992
6	40	dt	66	25.9226	16.1788	9.74372	0.484259
7	40	dt	835	25.8593	19.8613	5.99796	0.514699
8	40	dt	548	25.6312	15.6208	10.0104	0.459084
9	40	dt	201	25.4676	8.56697	16.9006	0.546474
10	40	dt	1025	25.1448	13.8969	11.2479	0.507383
11	40	dt	2834	23.829	19.0759	4.75319	0.513109
12	40	dt	1941	23.3796	15.7977	7.58182	0.491303
13	40	dt	818	23.307	12.0746	11.2324	0.554686
14	40	dt	2612	21.7292	11.3571	10.3721	0.501915
15	40	dt	1856	21.3737	15.3534	6.02035	0.525987
16	40	dt	2224	18.7937	17.494	1.29969	0.445183
17	40	dt	226	18.4434	15.0442	3.39916	0.465704
18	40	dt	65	17.7981	24.7182	-6.92015	0.48187
19	40	dt	1998	17.6341	12.7485	4.88557	0.5442
20	40	dt	2620	17.4348	13.4513	3.98356	0.467937
21	40	dt	313	15.7424	17.7329	-1.9905	0.517442
22	40	dt	3115	15.0983	31.7064	-16.6081	0.424621
23	40	dt	440	15.0869	14.9817	0.105195	0.451003
24	40	dt	2960	14.7552	16.5601	-1.80484	0.494692
25	40	dt	406	14.518	18.3453	-3.82726	0.415868
26	40	dt	3097	14.323	24.3474	-10.0244	0.423383
27	40	dt	1602	13.7532	20.2706	-6.51738	0.429576
28	40	dt	815	13.6231	17.9885	-4.36541	0.446364
29	40	dt	2431	13.429	15.985	-2.55601	0.431771
30	40	dt	240	12.9145	10.7061	2.20836	0.456706
31	40	dt	2591	12.775	22.8753	-10.1004	0.43603
32	40	dt	3069	12.4615	18.8972	-6.43568	0.452611
33	40	dt	519	11.1622	9.0606	2.10159	0.515942
34	40	dt	1528	10.6025	17.9423	-7.3398	0.433042
35	40	dt	515	10.5205	14.3101	-3.78956	0.495811
36	40	dt	2048	10.2548	16.593	-6.33817	0.438943
37	40	dt	3002	8.44696	32.9278	-24.4809	0.393487
38	40	dt	2050	7.54353	32.3815	-24.838	0.372195
39	40	dt	3119	7.19737	19.4874	-12.29	0.484753
40	40	dt	903	5.87036	25.1104	-19.24	0.432343
1	40	gg	245	40.4226	3.78881	36.6338	0.597182
2	40	gg	862	34.3199	7.49911	26.8208	0.588873
3	40	gg	27	29.2825	15.1376	14.1448	0.522803
4	40	gg	107	27.2443	5.97075	21.2735	0.560995
5	40	gg	1718	25.6096	20.5286	5.08106	0.491427
6	40	gg	70	23.9959	17.3193	6.67661	0.557011
7	40	gg	910	23.8959	23.2087	0.687149	0.46969
8	40	gg	66	22.6589	30.6864	-8.02746	0.470058
9	40	gg	68	22.3997	21.0829	1.31686	0.519823
10	40	gg	1025	22.3589	14.0034	8.35552	0.492671
11	40	gg	33	21.5963	18.4356	3.16071	0.53408
12	40	gg	65	20.96	10.5997	10.3602	0.47164
13	40	gg	1504	19.6166	26.3629	-6.7463	0.564035
14	40	gg	1	19.49	7.79829	11.6917	0.557729
15	40	gg	494	18.5108	14.4711	4.0397	0.496397
16	40	gg	302	18.4788	22.2495	-3.77066	0.488952
17	40	gg	49	17.7741	18.0022	-0.22803	0.454551
18	40	gg	818	17.5764	12.6571	4.91925	0.54259
19	40	gg	470	16.7152	24.335	-7.61988	0.524587
20	40	gg	548	16.2421	11.7628	4.47931	0.521058
21	40	gg	2627	15.6175	15.6034	0.0141213	0.498963
22	40	gg	1783	15.1466	12.5846	2.562	0.472027
23	40	gg	322	14.9585	13.3784	1.58012	0.498935
24	40	gg	2771	13.7884	11.0618	2.72659	0.483655
25	40	gg	1506	13.0529	20.5716	-7.51866	0.482019
26	40	gg	1189	12.8654	9.19028	3.67517	0.458855
27	40	gg	2619	12.4849	14.6089	-2.12397	0.486126
28	40	gg	2586	11.7099	8.21228	3.49766	0.522234
29	40	gg	468	11.6667	27.5725	-15.9058	0.445217
30	40	gg	1243	11.4418	16.0925	-4.65069	0.48645
31	40	gg	1684	11.4111	12.8307	-1.41962	0.480898
32	40	gg	314	10.2534	18.6053	-8.35193	0.500271
33	40	gg	1322	10.0676	23.9148	-13.8472	0.425251
34	40	gg	894	9.56795	14.8368	-5.26887	0.489138
35	40	gg	830	8.68055	18.4143	-9.73378	0.433813
36	40	gg	2163	8.57121	21.3959	-12.8247	0.423808
37	40	gg	397	7.6006	27.6209	-20.0203	0.446081
38	40	gg	2337	7.47861	14.1012	-6.62254	0.49941
39	40	gg	3060	7.4171	27.8537	-20.4366	0.367256
40	40	gg	2145	6.82061	25.4004	-18.5798	0.422555
1	40	grl	67	55.2469	7.51402	47.7329	0.638985
2	40	grl	245	34.7433	10.3961	24.3472	0.555268
3	40	grl	1	33.8331	10.5596	23.2736	0.584339
4	40	grl	123	33.5941	18.8708	14.7233	0.547015
5	40	grl	27	31.4401	10.7528	20.6874	0.568272
6	40	grl	1918	29.1261	17.2071	11.919	0.567346
7	40	grl	830	26.7203	13.2407	13.4796	0.536276
8	40	grl	216	26.5022	20.528	5.97421	0.519121
9	40	grl	288	26.3743	21.6272	4.74708	0.497835
10	40	grl	68	25.4509	13.1846	12.2662	0.510322
11	40	grl	2767	23.7931	5.74618	18.0469	0.486587
12	40	grl	1502	23.6665	18.4988	5.16777	0.520743
13	40	grl	494	23.4166	16.3959	7.02063	0.51967
14	40	grl	2611	22.8294	16.2506	6.57885	0.506445
15	40	grl	2145	22.1357	28.1172	-5.98146	0.514586
16	40	grl	397	21.6306	6.49725	15.1334	0.519965
17	40	grl	1504	21.2198	16.7749	4.44483	0.493135
18	40	grl	1188	21.1108	25.4019	-4.29107	0.468237
19	40	grl	3098	21.0686	18.4115	2.65707	0.498693
20	40	grl	70	20.9052	26.499	-5.59381	0.490969
21	40	grl	470	20.3089	8.1799	12.129	0.475954
22	40	grl	3114	19.707	34.5496	-14.8425	0.447202
23	40	grl	2075	17.8825	13.007	4.87555	0.486414
24	40	grl	2337	15.618	15.7117	-0.0936665	0.454661
25	40	grl	94	14.7252	30.8881	-16.163	0.452818
26	40	grl	1711	14.56	12.1984	2.36161	0.47311
27	40	grl	894	13.334	16.5512	-3.21717	0.484706
28	40	grl	2054	11.6064	18.2229	-6.61653	0.503819
29	40	grl	1896	10.938	23.5407	-12.6028	0.475037
30	40	grl	2474	10.3984	19.0594	-8.66108	0.482165
31	40	grl	858	10.2203	25.4564	-15.2361	0.469755
32	40	grl	2617	10.0156	22.5479	-12.5324	0.495923
33	40	grl	2163	9.60457	21.5002	-11.8957	0.451222
34	40	grl	74	9.09085	34.5886	-25.4977	0.438922
35	40	grl	1940	9.05437	24.9715	-15.9171	0.415668
36	40	grl	1023	7.0082	23.553	-16.5448	0.433517
37	40	grl	2015	6.47701	29.3344	-22.8574	0.422543
38	40	grl	1677	6.37179	20.1779	-13.8061	0.489395
39	40	grl	518	5.72735	28.8765	-23.1492	0.457713
40	40	grl	468	5.71058	27.7771	-22.0666	0.40032
1	38	gt	85	34.5003	13.0162	21.4841	0.2701
2	38	gt	2612	26.5521	28.951	-2.3989	0.188356
3	38	gt	216	26.4229	26.6125	-0.189525	0.18575
4	38	gt	2188	25.7741	31.7306	-5.95649	0.20228
5	38	gt	2153	25.218	26.5453	-1.32739	0.225472
6	38	gt	2771	24.9264	22.2528	2.67356	0.207582
7	38	gt	314	24.8423	29.0949	-4.25261	0.205199
8	38	gt	1918	23.6647	17.6274	6.03731	0.22258
9	38	gt	1216	22.6535	22.2024	0.4511	0.223304
10	38	gt	904	22.6488	9.03411	13.6147	0.282008
11	38	gt	2245	22.2967	21.9019	0.394873	0.219428
12	38	gt	201	22.1252	21.1652	0.960045	0.22278
13	38	gt	2604	21.3618	22.2961	-0.934272	0.179473
14	38	gt	857	20.8829	18.6834	2.19949	0.206441
15	38	gt	1896	20.8817	27.5093	-6.62758	0.183782
16	38	gt	123	20.2003	12.5926	7.6077	0.276579
17	38	gt	2645	20.0962	11.9003	8.19591	0.288992
18	38	gt	1711	19.7153	23.2249	-3.50963	0.1672
19	38	gt	141	19.1799	21.1642	-1.98431	0.194807
20	38	gt	247	17.8614	14.9326	2.92882	0.196257
21	38	gt	1254	17.5119	22.7091	-5.19718	0.161648
22	38	gt	2586	17.3279	22.6134	-5.28551	0.21107
23	38	gt	1596	16.5429	11.8293	4.71354	0.242289
24	38	gt	47	16.2417	14.9793	1.26238	0.228351
25	38	gt	288	15.5272	16.5314	-1.00426	0.212958
26	38	gt	703	15.0539	12.9435	2.11043	0.261706
27	38	gt	2405	14.5561	14.9727	-0.416573	0.249425
28	38	gt	2246	14.2661	11.9693	2.2968	0.242575
29	38	gt	2834	12.3157	13.8618	-1.54603	0.27442
30	38	gt	3115	11.9433	10.757	1.18632	0.203442
31	38	gt	1506	11.7504	12.465	-0.714541	0.194483
32	38	gt	2619	11.4601	11.6635	-0.203398	0.224673
33	38	gt	1322	10.9926	14.9582	-3.96559	0.212876
34	38	gt	440	9.97468	16.0529	-6.07824	0.15921
35	38	gt	858	9.92487	22.7787	-12.8538	0.184561
36	38	gt	1783	9.09683	10.803	-1.70619	0.227196
37	38	gt	49	4.5987	8.45688	-3.85818	0.226823
38	38	gt	2959	4.27712	12.384	-8.10685	0.194281
1	40	oc	217	49.0695	16.2635	32.806	0.61046
2	40	oc	67	44.7387	11.5185	33.2202	0.580594
3	40	oc	68	37.167	17.8018	19.3652	0.520449
4	40	oc	469	35.1246	19.6071	15.5175	0.532866
5	40	oc	1250	33.6805	17.5031	16.1774	0.514874
6	40	oc	1701	33.588	11.465	22.123	0.54301
7	40	oc	910	31.1499	21.8166	9.33332	0.491751
8	40	oc	2591	25.8762	29.9904	-4.11423	0.441412
9	40	oc	226	25.5628	21.9705	3.59224	0.480194
10	40	oc	47	24.6242	14.8756	9.7486	0.491141
11	40	oc	326	24.4643	8.72201	15.7423	0.521246
12	40	oc	302	23.9714	16.2322	7.7392	0.559187
13	40	oc	1188	23.7041	18.6455	5.0586	0.515424
14	40	oc	94	23.3424	5.74291	17.5995	0.530423
15	40	oc	2620	23.0945	24.6762	-1.58176	0.458965
16	40	oc	2960	21.7904	22.5434	-0.753061	0.530287
17	40	oc	2832	20.5464	14.8352	5.71118	0.516582
18	40	oc	573	20.3691	12.565	7.80414	0.544857
19	40	oc	2137	20.3029	17.6766	2.62628	0.509342
20	40	oc	2337	18.4126	18.632	-0.219321	0.443533
21	40	oc	815	18.3168	18.4438	-0.126991	0.508941
22	40	oc	247	17.8926	17.9092	-0.0165773	0.513461
23	40	oc	2851	17.7348	24.8248	-7.09006	0.469875
24	40	oc	397	16.244	15.3137	0.930264	0.484158
25	40	oc	3095	15.434	22.1289	-6.69496	0.486585
26	40	oc	3119	15.3031	19.9706	-4.66745	0.509246
27	40	oc	1213	14.6797	20.2086	-5.5288	0.462395
28	40	oc	857	14.0266	22.4294	-8.40281	0.441267
29	40	oc	1596	13.3045	12.1852	1.11936	0.478216
30	40	oc	308	12.0962	11.37	0.726169	0.51206
31	40	oc	453	11.5128	29.3861	-17.8733	0.433522
32	40	oc	3114	11.1958	25.5479	-14.3521	0.483808
33	40	oc	2673	10.0655	35.6366	-25.5711	0.405442
34	40	oc	1684	9.83394	27.4708	-17.6368	0.386702
35	40	oc	1023	9.62352	28.2043	-18.5808	0.419068
36	40	oc	1216	9.0172	20.953	-11.9358	0.443011
37	40	oc	3060	8.74868	25.2834	-16.5347	0.41488
38	40	oc	2676	5.91581	29.9943	-24.0785	0.412843
39	40	oc	1602	4.9739	28.5293	-23.5554	0.435044
40	40	oc	3097	4.6675	22.2935	-17.6259	0.436997
1	39	mi	503	36.9697	4.32521	32.6445	0.604308
2	39	mi	1918	32.696	18.7109	13.9852	0.548224
3	39	mi	85	29.9544	13.6277	16.3267	0.571161
4	39	mi	904	29.3865	9.86426	19.5222	0.567356
5	39	mi	2612	28.3603	21.5925	6.76787	0.484545
6	39	mi	216	27.3627	15.935	11.4277	0.573908
7	39	mi	703	26.8705	14.8665	12.004	0.532895
8	39	mi	2474	24.6791	8.83762	15.8415	0.558996
9	39	mi	2075	23.7383	12.408	11.3303	0.472073
10	39	mi	141	22.3676	3.86282	18.5048	0.566496
11	39	mi	74	20.8496	19.5807	1.26892	0.475063
12	39	mi	2405	20.6428	17.8143	2.82847	0.447813
13	39	mi	1243	20.494	19.1729	1.3211	0.497207
14	39	mi	862	19.2779	13.4916	5.78626	0.526125
15	39	mi	2617	19.1051	24.6375	-5.53237	0.45652
16	39	mi	1504	19.0489	19.6574	-0.608494	0.496722
17	39	mi	2767	18.7602	18.9382	-0.177939	0.48677
18	39	mi	33	18.3202	22.7402	-4.42007	0.494654
19	39	mi	107	18.2105	21.551	-3.34058	0.450852
20	39	mi	1254	17.9691	16.8351	1.134	0.427096
21	39	mi	2645	17.9577	16.5935	1.3642	0.501548
22	39	mi	2771	17.8575	12.3416	5.51591	0.490398
23	39	mi	2246	17.6795	13.8413	3.83819	0.506735
24	39	mi	288	17.6524	30.3404	-12.688	0.45262
25	39	mi	1940	16.8409	17.3617	-0.520842	0.524135
26	39	mi	1718	15.0575	16.3011	-1.24354	0.513434
27	39	mi	2015	15.0271	16.9899	-1.96278	0.438304
28	39	mi	1502	14.3124	26.1921	-11.8797	0.411496
29	39	mi	548	14.183	20.8988	-6.71575	0.484791
30	39	mi	858	13.7794	26.764	-12.9846	0.466239
31	39	mi	518	11.7567	24.6309	-12.8741	0.446571
32	39	mi	2054	11.0412	19.6102	-8.56901	0.456556
33	39	mi	2604	10.5629	22.9612	-12.3983	0.403131
34	39	mi	1677	10.1022	23.1322	-13.03	0.438183
35	39	mi	322	9.98479	31.8518	-21.867	0.42483
36	39	mi	2611	8.76651	15.4064	-6.63985	0.451076
37	39	mi	2245	7.48425	29.8022	-22.3179	0.40639
38	39	mi	2959	5.56616	15.8671	-10.301	0.4522
39	39	mi	2188	5.24094	16.5809	-11.34	0.489169

EgROS · #**126** 30-03-2009, 23:02

Awesome job! This is a very cool and very powerful program. When used in conjunction with more detailed scouting reports this program could be very useful.

Gaurav27 · #**127** 30-03-2009, 23:06

Bongle, i understand how you show all results into command prompt.
However, the CP window automatically closes right after it outputs the results. Also, when i type: "oprnet all 2009 all r q > allRegionals.txt" it does not do anything but show all results, followed by immediately closing itself.
What is the problem here? Am i doing something wrong or missing out on some step?

familyguyfreak · #**128** 30-03-2009, 23:35

hey this is really an awesome program. i have three questions.

1) if it's not much of a problem, you think you could incorporate a way to search for stats of specific teams by just entering their team number?
2) you think there is away to average a certain team's over all stats from all of the regionals they have participated in
3) will there be a way to use this program for championships?

awesome work and if its a hassel to any of those, don't stress. lol

thanks

engunneer · #**129** 30-03-2009, 23:40

Quote:

Originally Posted by Gaurav27

when i type: "oprnet all 2009 all r q > allRegionals.txt" it does not do anything but show all results, followed by immediately closing itself.

It ought to not show the results, but instead write them to the file called allRegionals.txt in the same folder as OPRNet. Are you actually typing quotes, or is that added just for the post?

familyguyfreak · #**130** 30-03-2009, 23:40

oh...and one more thing...i think, if you could, try to rank all the teams in every regional based on the stats to see which team is the best out of everyone. it would help majorly in a lot of debates. lol

just another idea

Goldeye · #**131** 31-03-2009, 00:42

Bongle, great work!

Pretty much repeating what everyone else has suggested, but with a methodology attached in case they're unclear

Can you load all the matches into one matrix and solve OPR/RPI from there?

By the way, before the all regional option got in there, I dumped them one by one and threw them into a spreadsheet, then did some other analysis by hand.
http://www.chiefdelphi.com/forums/sh...t=76194&page=7
Interesting statistical points about the top 25 OPR:
Only 12 went on from setting that high OPR to win that regional.
Also, team 71's 63.55 OPR at the Midwest regional stands out beyond the rest, but their performance (which probably did involve quite a lot of scoring) didn't seem to add up to that. This is just an easy example of the inaccuracy possible in this analysis.

Bongle · #**132** 31-03-2009, 07:10

Quote:

1) if it's not much of a problem, you think you could incorporate a way to search for stats of specific teams by just entering their team number?
2) you think there is away to average a certain team's over all stats from all of the regionals they have participated in

Quote:

oh...and one more thing...i think, if you could, try to rank all the teams in every regional based on the stats to see which team is the best out of everyone. it would help majorly in a lot of debates. lol

The amount of programming needed to implement these features isn't that much, but the reason the stats all end up as tab-separated is so that you can copy-paste into excel, and sort by any parameter you want.

Quote:

3) will there be a way to use this program for championships?

Currently, the divisions are available as 'regionals'. You just need to type cur, arc, new, or gal to output that data.

Quote:

Bongle, i understand how you show all results into command prompt.
However, the CP window automatically closes right after it outputs the results. Also, when i type: "oprnet all 2009 all r q > allRegionals.txt" it does not do anything but show all results, followed by immediately closing itself.
What is the problem here? Am i doing something wrong or missing out on some step?

Try launching it from the actual command prompt (start->run->cmd), or try making a .bat file in the same directory, putting "oprnet all 2009 all r q > allregionals.txt" in it, then launching that. All the data should end up in a text file call allRegionals.txt. Of course, it is kind of redundant: all the regional data is available in my post.

Anders Horn · #**133** 03-04-2009, 19:39

I had my brother write a very similar program before I knew this one existed, one way we tested our results was by using the stats we calculated to predict what the results of matches would be.

In our program offensive score had some predictive power but defense had no relation to reality.

Did you find differently when you tested your results?

[our graphs if you want to analyze them yourself] http://kamocat.com/scouting/moredata.html

Gaurav27 · #**134** 05-04-2009, 13:16

Thanks for all your help Bongle! I finally got it.

Below is the attachment to AllRegionals' data.
There are all entries and NOT averages of each team's data, which is what I have to work on.
There's a master worksheet with all entries and all regionals' worksheets seperately.
Please let me know if there are any defects in the spreadsheet.
Thanks once again, Bongle for all the help. I hope it comes in handy for teams attending World's!

Chief Pride · #**135** 08-04-2009, 21:46

Is it just me or is Dallas not working?

Edit: It seems BAE isnt working also...

View Poll Results: Was this useful?
Yes, it was! It helped point out diamonds in the rough	109	70.32%
No, its numbers generally did not correspond to robot's actual on-field performance	46	29.68%
Voters: 155. You may not vote on this poll

Thread Tools
Show Printable Version Email this Page
Display Modes	Rate This Thread
Linear Mode Switch to Hybrid Mode Switch to Threaded Mode	Rate This Thread:

Similar Threads
Thread	Thread Starter	Forum	Replies	Last Post
Offensive Power Ranking Calculations	Greg Marra	General Forum	4	18-03-2009 22:03
Offensive Power Rankings for 2008	Bongle	General Forum	166	18-05-2008 15:05
Offensive+Defensive Power Rankings	BornaE	General Forum	4	05-04-2008 01:33
2006 Offensive Power Ratings	sw293	General Forum	16	10-05-2006 17:04
(CURIE) Let's make this Easy for all of us. [scouting]	157#1Driver	Championship Event	13	22-04-2002 08:56