Tutorial Notebook

Installation Phase

source("http://bioconductor.org/biocLite.R")
biocLite("SSOAP",suppressUpdates=T)
biocLite("AnnotationDbi",suppressUpdates=T)
biocLite("GSEABase",suppressUpdates=T)
biocLite("Biostrings",suppressUpdates=T)
biocLite("KEGGREST",suppressUpdates=T)
install.packages('devtools',repos='http://cran.us.r-project.org')
library(devtools)
install_github("Anderson-Lab/ComplementaryDomainPrioritization")

Bioconductor version 3.0 (BiocInstaller 1.16.5), ?biocLite for help
BiocInstaller version 3.0 is too old for R version 3.2.0;
  remove.packages("BiocInstaller") then
  source("http://bioconductor.org/biocLite.R")
A new version of Bioconductor is available after installing the most recent
  version of R; see http://bioconductor.org/install
BioC_mirror: http://bioconductor.org
Using Bioconductor version 3.0 (BiocInstaller 1.16.5), R version 3.2.0.
Installing package(s) 'SSOAP'



The downloaded source packages are in
	‘/tmp/RtmpA4Izum/downloaded_packages’


BioC_mirror: http://bioconductor.org
Using Bioconductor version 3.0 (BiocInstaller 1.16.5), R version 3.2.0.
Installing package(s) 'AnnotationDbi'



The downloaded source packages are in
	‘/tmp/RtmpA4Izum/downloaded_packages’


BioC_mirror: http://bioconductor.org
Using Bioconductor version 3.0 (BiocInstaller 1.16.5), R version 3.2.0.
Installing package(s) 'GSEABase'

Once you have everything installed, the next step is to perform enrichment. We have provided helper functions to process the output directly from WebGestalt. We have done this already using two publicaly available datasets. You can download the WebGestalt results that we have precomputed using the following command.

Extract pathway IDs from tsv and generate gene list

library(ComplementaryDomainPrioritization)
download.example.data(allow.cache=F)

[1] "Downloading to ./Catteno_array.csv"
[1] "Downloading to ./Marra_0_kegg_protein_enrichment.tsv"
[1] "Downloading to ./Marra_0_tf_protein_enrichment.tsv"
[1] "Downloading to ./Marra_0_wiki_protein_enrichment.tsv"
[1] "Downloading to ./TCGA_protein.csv"
[1] "Downloading to ./TCGA_rna.csv"
[1] "Downloading to ./Uzozie_protein.csv"



file = "./Marra_0_kegg_protein_enrichment.tsv"
kegg.pathways = load.WebGestalt(file,'Kegg')


head(kegg.pathways)

	Pathway	ID
1	Ribosome	03010
2	Metabolic pathways	01100
3	Proteasome	03050
4	Spliceosome	03040
5	Parkinson's disease	05012
6	Valine, leucine and isoleucine degradation	00280

Create prioritized gene list from transcriptomic data

Now we can use the list of pathways to generate a gene list. By default there is a 10 second sleep step between KEGG requests to not overuse the KEGG server.

KEGGgene.ids = get.genes.kegg(kegg.pathways)

[1] "path:hsa03010"
[1] "path:hsa01100"
[1] "path:hsa03050"
[1] "path:hsa03040"
[1] "path:hsa05012"
[1] "path:hsa00280"
[1] "path:hsa00010"
[1] "path:hsa00190"
[1] "path:hsa05016"
[1] "path:hsa05010"
[1] "path:hsa00640"
[1] "path:hsa00020"
[1] "path:hsa00970"
[1] "path:hsa00071"
[1] "path:hsa04141"
[1] "path:hsa00620"
[1] "path:hsa05100"
[1] "path:hsa00480"
[1] "path:hsa00051"
[1] "path:hsa00072"
[1] "path:hsa00520"
[1] "path:hsa00650"
[1] "path:hsa00410"
[1] "path:hsa00360"
[1] "path:hsa00330"
[1] "path:hsa00630"
[1] "path:hsa00270"
[1] "path:hsa03013"
[1] "path:hsa00310"
[1] "path:hsa00380"
[1] "path:hsa03320"
[1] "path:hsa03018"
[1] "path:hsa00030"
[1] "path:hsa04144"
[1] "path:hsa04260"
[1] "path:hsa00350"
[1] "path:hsa04610"
[1] "path:hsa03060"
[1] "path:hsa05131"
[1] "path:hsa00062"
[1] "path:hsa04510"
[1] "path:hsa00340"
[1] "path:hsa00250"
[1] "path:hsa03450"
[1] "path:hsa04145"
[1] "path:hsa00400"
[1] "path:hsa04910"
[1] "path:hsa00500"
[1] "path:hsa00053"
[1] "path:hsa05130"
[1] "path:hsa00980"

The load.gene.data function requires a string pointing to the location of the data file and an integer >=2 that indicates which column the actual data starts. In this example, it is the fifth column. This will generate two data frames, the second is formatted and transposed version of the original data with a $label column added.

file = "Catteno_array.csv"
Catteno.rna = load.gene.data(file,5)
KEGGprioritized.data = list.filter(Catteno.rna$transposed.data,KEGGgene.ids)


head(KEGGprioritized.data)

	2	15	16	18	25	30	31	32	33	34	35	36	37	38	39	47	48	50	51	60	70	81	87	88	89	95	97	98	102	111	124	125	126	127	128	130	131	135	153	154	155	156	157	158	159	160	161	163	178	189	191	207	208	217	218	219	220	221	222	223	224	226	229	230	231	262	267	275	280	290	291	314	316	317	322	329	330	331	335	336	345	348	351	355	364	369	375	377	381	382	383	384	387	391	394	408	409	435	440	443	462	468	476	477	478	479	480	481	482	483	486	487	488	489	495	496	498	501	506	509	513	514	515	516	517	518	521	522	523	525	526	528	529	533	535	537	539	549	572	573	578	581	586	587	594	595	596	622	623	624	627	629	635	637	669	673	694	710	712	713	714	715	716	717	718	719	721	722	725	727	728	729	730	731	732	733	735	775	776	778	779	781	782	783	784	785	786	790	801	810	811	821	823	824	833	836	840	841	842	847	857	858	859	867	868	873	874	875	883	894	896	929	948	949	960	966	988	998	999	1020	1036	1101	1109	1118	1147	1152	1158	1160	1173	1175	1207	1211	1212	1213	1277	1278	1280	1281	1282	1284	1285	1286	1287	1288	1289	1290	1291	1292	1293	1301	1302	1311	1312	1327	1329	1339	1340	1345	1346	1347	1349	1351	1352	1353	1355	1361	1373	1374	1376	1378	1380	1385	1387	1398	1399	1409	1431	1432	1436	1491	1495	1496	1499	1520	1535	1536	1537	1543	1544	1545	1548	1553	1555	1559	1571	1572	1576	1577	1579	1581	1582	1593	1601	1603	1604	1610	1615	1621	1622	1629	1638	1639	1644	1645	1646	1649	1650	1655	1656	1659	1665	1675	1727	1729	1731	1737	1738	1742	1743	1759	1767	1768	1769	1770	1778	1780	1781	1783	1785	1786	1788	1789	1791	1793	1806	1807	1812	1813	1892	1915	1917	1950	1956	1962	1964	1965	1967	1968	1973	1974	1975	1977	1978	1979	1981	1982	1983	2002	2017	2023	2026	2027	2033	2052	2058	2060	2064	2065	2066	2081	2147	2149	2152	2153	2155	2157	2158	2159	2160	2161	2162	2165	2167	2168	2169	2170	2172	2173	2180	2181	2182	2184	2193	2194	2197	2203	2204	2209	2212	2213	2214	2237	2243	2244	2261	2263	2264	2266	2271	2277	2308	2316	2317	2318	2319	2321	2324	2332	2335	2346	2348	2350	2352	2475	2534	2538	2539	2547	2548	2549	2571	2572	2582	2584	2592	2593	2617	2628	2632	2639	2645	2673	2678	2686	2687	2710	2712	2729	2730	2731	2739	2744	2746	2747	2752	2762	2770	2771	2773	2774	2776	2805	2806	2821	2861	2868	2869	2870	2872	2875	2876	2877	2878	2879	2880	2882	2885	2889	2902	2903	2904	2905	2906	2915	2932	2936	2937	2938	2940	2941	2944	2946	2947	2948	2949	2950	2952	2954	2990	2997	2998	3028	3029	3030	3032	3033	3034	3035	3053	3059	3064	3065	3066	3067	3073	3074	3075	3082	3092	3098	3099	3101	3106	3108	3109	3111	3112	3113	3115	3117	3122	3123	3127	3133	3134	3155	3157	3158	3176	3178	3190	3192	3242	3265	3290	3300	3301	3303	3305	3306	3309	3310	3312	3313	3320	3326	3329	3337	3371	3376	3381	3416	3417	3418	3419	3420	3421	3426	3458	3479	3480	3551	3553	3559	3560	3561	3579	3611	3620	3630	3636	3643	3646	3655	3667	3672	3673	3674	3675	3676	3678	3679	3680	3684	3685	3688	3689	3690	3691	3693	3694	3695	3696	3703	3708	3709	3710	3712	3725	3735	3791	3795	3815	3818	3827	3837	3845	3875	3908	3909	3910	3911	3912	3913	3914	3915	3916	3918	3920	3921	3939	3945	3948	3949	3981	3991	3998	4023	4035	4074	4087	4088	4091	4092	4116	4121	4128	4129	4137	4141	4143	4144	4153	4179	4190	4191	4193	4199	4200	4217	4233	4257	4258	4259	4282	4287	4311	4312	4329	4351	4353	4357	4361	4481	4507	4548	4594	4624	4625	4633	4634	4635	4636	4638	4659	4660	4670	4677	4686	4688	4689	4690	4691	4694	4695	4696	4697	4698	4700	4701	4702	4704	4705	4706	4707	4708	4709	4711	4712	4713	4714	4715	4716	4717	4718	4719	4720	4722	4723	4724	4725	4726	4728	4731	4734	4735	4780	4790	4792	4793	4809	4842	4843	4846	4848	4849	4850	4893	4899	4914	4927	4928	4942	4953	4967	4973	5009	5018	5019	5033	5042	5053	5054	5058	5062	5063	5071	5073	5091	5093	5095	5096	5104	5105	5106	5140	5155	5156	5159	5160	5161	5162	5167	5169	5170	5207	5208	5209	5210	5211	5213	5214	5216	5217	5224	5226	5228	5230	5232	5236	5238	5255	5256	5257	5260	5261	5265	5289	5290	5291	5293	5294	5295	5296	5313	5327	5328	5329	5330	5331	5332	5337	5338	5340	5345	5346	5351	5352	5356	5360	5371	5372	5373	5393	5394	5409	5411	5430	5431	5432	5433	5434	5435	5436	5437	5438	5439	5440	5441	5464	5465	5467	5468	5471	5499	5500	5501	5506	5507	5509	5530	5532	5533	5535	5538	5562	5563	5564	5565	5566	5567	5568	5571	5573	5576	5577	5578	5579	5582	5584	5589	5590	5591	5594	5595	5599	5600	5601	5602	5603	5604	5605	5609	5610	5611	5613	5624	5625	5627	5631	5634	5648	5649	5662	5663	5664	5682	5683	5684	5685	5686	5688	5689	5690	5691	5692	5693	5694	5695	5696	5698	5699	5701	5702	5704	5705	5707	5708	5709	5710	5713	5714	5717	5718	5719	5720	5721	5728	5747	5770	5792	5829	5832	5834	5836	5837	5859	5867	5868	5869	5878	5879	5880	5881	5886	5887	5894	5901	5903	5905	5906	5908	5917	5923	5970	5973	5976	5978	5979	6009	6093	6120	6123	6124	6128	6132	6133	6134	6135	6137	6138	6139	6141	6143	6146	6150	6156	6157	6158	6160	6165	6166	6168	6171	6175	6182	6183	6184	6185	6187	6191	6192	6194	6198	6199	6205	6207	6208	6209	6210	6217	6222	6223	6224	6227	6228	6229	6230	6235	6238	6240	6241	6256	6257	6258	6262	6263	6296	6300	6301	6303	6319	6342	6389	6390	6391	6392	6396	6400	6419	6426	6427	6428	6429	6430	6431	6432	6434	6441	64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341	7.73897	6.901018	8.084545	9.76139	4.549489	8.708599	9.241304	9.597274	8.062729	6.179413	7.402627	8.036199	8.061822	7.374275	8.435363	8.38215	9.374181	6.467479	5.703299	8.232919	7.588617	8.623087	7.790787	8.238614	8.054524	5.97231	6.52302	7.866258	8.520281	8.380348	5.940834	6.604311	3.4716	8.595855	7.362996	7.713579	4.562854	7.455009	7.118275	6.158296	7.613421	7.134042	8.748171	7.794861	7.01163	7.242351	8.142409	8.040846	6.419255	7.394827	8.866337	7.815462	7.434329	7.548815	7.427647	8.002795	5.83705	11.08817	7.317268	8.398516	7.958033	4.786979	7.886984	5.99532	5.661089	7.045798	5.632312	7.566393	7.970654	5.144223	8.86382	7.794957	2.78118	7.724109	7.323616	7.416752	3.189113	6.379767	3.816118	6.833749	9.960676	5.66811	2.539138	7.763202	6.411213	3.288518	8.488577	6.716704	7.11098	7.525203	6.861235	5.005502	7.314435	5.45532	6.511785	8.642887	7.736169	7.947824	8.701821	7.454481	5.209638	7.512	7.834523	7.975362	7.222302	6.072948	6.718031	4.190165	8.204494	6.277117	6.137901	8.153822	7.968929	8.368982	8.129173	6.960667	6.56697	9.066898	6.750382	8.412905	9.287686	5.143215	5.827939	7.45981	4.311654	7.096621	7.92216	8.253771	7.64365	8.230569	5.973852	4.204878	7.874306	8.385759	3.589344	4.91515	5.700894	6.328667	4.128515	7.239444	6.916686	7.723064	4.329591	8.818612	8.014723	6.786811	4.224834	6.414077	7.700227	7.80852	7.517354	5.849903	7.598143	8.099374	7.851342	5.769482	7.061152	8.569371	6.426508	3.870564	8.094658	7.530039	8.388533	5.926625	7.428819	4.672015	6.572018	7.486906	6.938905	4.636065	4.498581	4.168081	6.640641	8.327415	7.919371	4.264085	5.479104	7.541179	6.7748	4.892405	6.573877	6.473529	8.275595	7.94596	8.567592	7.825666	8.663114	6.595909	7.828905	6.931958	5.487017	7.963598	5.829567	4.84403	8.063368	7.148381	7.452754	7.243986	6.510057	5.949876	4.859085	4.456763	7.856024	8.272818	7.3792	8.493541	7.238647	4.434521	7.798807	9.078991	7.437655	7.057081	8.127868	8.056632	7.733437	8.213662	6.852406	8.13339	7.686023	7.522311	4.973243	8.055846	6.547943	7.426846	5.486851	7.610173	7.493559	6.498226	8.343456	7.764028	7.188372	8.649669	4.552685	7.103227	4.835777	6.867924	9.10902	5.907238	7.589063	5.276445	6.180057	7.292302	6.341224	7.364148	7.832758	7.442276	7.833195	4.513077	7.872096	6.245372	5.579873	7.918345	7.603526	6.87993	7.373926	6.990492	8.297203	7.917387	8.071666	5.581507	8.255825	5.716374	8.383649	7.557009	4.965342	4.212338	4.719472	9.286559	3.444139	6.11393	6.412159	6.658353	7.666271	4.38401	6.954213	8.658128	3.110257	7.081521	4.748758	8.003087	7.641142	8.232572	6.327182	5.633516	4.367197	6.904449	6.325522	4.858022	7.37206	6.690206	8.96334	8.119194	7.752316	7.150617	7.938549	8.398453	4.491608	8.709462	6.803009	5.894192	5.604284	5.479491	6.473067	4.448808	6.952194	8.100446	8.358399	8.476292	7.212224	6.418926	4.842747	3.987808	7.009767	5.05632	6.852854	7.260009	8.929895	3.282255	6.055534	6.885205	6.495471	7.083075	5.262848	8.599617	5.456519	7.448692	6.720962	4.179499	6.083859	7.148591	8.042863	4.258937	6.492162	7.526847	4.65815	5.221399	7.309996	6.468495	7.488983	5.878225	8.666295	7.527441	6.309759	8.29849	5.403444	7.351671	3.422332	6.100976	6.112714	6.83706	7.294856	6.037587	5.418118	6.757432	7.95748	7.902569	5.612527	5.290413	7.792796	3.19413	4.709828	9.157592	6.416393	3.238904	8.160142	5.735091	7.293261	4.398586	6.474549	5.55159	3.64302	6.66263	6.264795	5.109762	4.016354	4.925508	6.40183	4.156636	2.371167	4.103713	4.811746	4.847219	6.309122	8.014478	7.632124	6.575471	7.18085	3.982176	7.432207	5.143293	6.760852	3.070701	6.197457	3.144301	5.647243	4.654882	6.759836	6.761314	7.267596	6.933909	6.498259	6.965065	8.214761	9.552123	2.743546	9.496854	8.059899	7.95147	2.455609	2.79482	5.61031	5.795051	6.331916	4.477482	8.226343	3.758207	3.427826	4.610623	7.634605	9.094497	6.305611	4.402854	6.497787	4.040881	3.4127	6.396275	4.473749	5.420812	6.529329	6.611894	10.54223	7.151181	4.808372	6.490885	3.693665	3.150349	2.994169	3.649688	7.324003	7.153018	4.894987	5.639695	3.419386	adenoma
GSM547266.CEL	10.68678	4.793783	8.046607	7.451752	8.95222	8.221309	6.191318	7.296776	3.18283	9.227718	8.033503	6.62264	10.09903	7.909694	7.03788	8.518911	8.202041	9.850741	9.418159	12.7066	4.027115	10.85812	8.90009	4.145696	5.642521	7.762179	4.761923	5.89002	8.475335	6.538376	6.591307	6.026919	11.80051	4.068342	7.756389	5.990362	3.70338	5.975877	7.205077	5.529285	5.10384	8.01049	6.069181	7.249049	7.509807	7.856136	8.704165	9.226773	6.703465	6.466618	8.449099	9.045418	7.755739	9.814622	6.755443	8.780133	5.91382	7.472777	4.901303	8.378858	8.8261	10.74154	5.226086	5.975372	7.192433	7.759392	8.44232	6.743707	6.526166	11.28161	7.396162	4.724126	4.447518	7.171218	6.188406	7.504115	6.465472	7.521666	6.314364	5.16886	5.044115	7.986294	11.27341	7.62551	7.567702	8.887912	11.31549	9.964797	8.328975	9.024718	2.813597	5.238509	11.14114	7.949643	8.182667	8.97385	7.797047	8.567078	8.215952	5.42785	4.160007	7.418533	11.69047	5.833652	3.878851	4.234453	4.361343	10.8913	6.123052	8.244697	6.783984	5.17552	9.20085	8.99923	5.979842	5.734782	11.35717	7.695571	11.95625	11.35366	9.374591	7.053725	4.050449	7.835166	8.473172	9.892989	10.15414	6.770095	8.55213	6.164911	9.219644	7.386163	8.421661	8.813436	3.088721	9.241882	11.20076	7.946226	7.325235	8.502122	7.767262	7.834886	4.695935	7.898375	8.458881	7.947569	6.959027	8.233152	6.386659	6.980278	4.099506	6.317477	4.3104	7.211801	7.405615	7.859209	9.745539	8.226064	8.147067	8.522586	9.513713	8.782569	8.950196	6.704848	7.740111	7.486131	6.939914	4.165703	4.142293	3.600822	6.353221	3.260349	4.954333	4.157249	4.247839	6.558982	1.758851	5.591813	6.154005	5.455149	5.231308	4.625764	6.374933	6.709676	7.187489	4.855286	5.520744	6.93394	10.5079	5.367319	11.50386	10.74394	8.789521	9.822389	7.187045	7.405606	8.963693	6.936909	6.694858	9.845458	8.081522	6.391663	5.173541	7.138731	7.593998	8.748681	5.134202	6.098342	5.323285	9.766194	8.138377	8.959708	6.529552	7.005535	8.249227	8.998564	7.39399	7.491449	11.05432	7.021384	3.938981	6.841122	2.276426	4.69523	6.964417	9.82663	5.123108	4.848858	9.607791	9.11528	7.624957	8.457187	9.906087	9.558877	8.51541	8.416405	6.728087	8.761233	7.236659	7.75185	4.822575	5.510506	6.890903	5.27427	7.071358	6.657328	8.71967	8.566781	7.460685	4.415258	6.368602	6.400749	8.218199	7.176669	8.757256	6.536406	11.49781	10.23693	6.064219	9.671751	10.60574	9.366752	7.279042	6.506731	7.070902	2.479839	4.075657	9.422713	9.224895	4.877707	4.599488	8.773109	8.552615	8.540931	8.6774	6.872198	10.68361	7.190633	7.843442	6.593511	9.426248	4.207007	9.943524	9.664746	7.443382	8.891206	9.79814	5.215222	5.857924	5.496514	3.74319	5.553386	8.693334	4.184042	4.990953	7.065632	4.223912	8.11078	5.261086	2.838187	5.550652	7.256218	8.520347	11.75873	8.396165	5.127684	8.245795	5.762349	9.311785	6.441815	3.030221	7.847836	8.687178	5.539217	6.706084	6.061348	9.435829	9.791365	9.135641	7.642158	8.703993	8.732608	8.890046	7.840946	6.493453	8.657622	9.281204	5.524562	8.459912	6.012602	3.450084	3.911963	2.711369	4.157541	8.182194	4.360184	8.508754	8.576809	9.745694	7.538193	6.814185	5.295031	3.614025	7.43252	7.461639	3.957473	4.870945	5.986156	10.22031	6.6754	6.541645	4.909833	7.964431	7.583445	6.747088	8.771709	8.362237	10.44609	8.702358	10.38154	7.998581	5.00068	8.476171	11.50876	8.863977	10.91897	8.572122	6.975733	9.003887	11.25257	6.269872	5.188659	8.326568	7.437576	8.048767	8.404364	9.160062	9.660393	3.640779	6.798855	5.603912	7.725938	7.865135	3.891337	6.509064	3.917195	2.419876	6.233077	3.976856	6.442579	8.338569	2.454963	3.054962	11.85418	7.890152	5.678866	6.167921	3.631001	5.800945	7.537598	6.282795	6.575814	8.482298	7.406714	8.65934	8.287724	4.052239	3.8816	9.382786	7.272755	6.157484	6.94602	3.651301	4.029692	7.364898	7.925287	7.379282	2.23859	8.079159	2.885567	8.801631	9.075635	10.08214	6.659849	7.935325	5.169773	5.961837	6.889304	8.562221	3.299283	5.747499	8.377233	4.679305	7.501686	7.115909	4.427791	7.866834	4.457447	7.018837	8.587993	4.426267	3.278829	7.774838	7.00185	6.455185	7.043518	7.966816	6.848793	7.136515	6.820209	5.641838	10.18132	7.149191	6.692053	7.339617	7.114374	3.299031	7.742341	6.285103	5.639608	8.855148	7.782889	9.107513	2.495185	7.340773	10.10781	6.834504	8.42761	8.117922	5.682215	10.44815	9.049865	10.43244	10.02885	5.231924	4.62546	6.455841	7.828179	8.849217	7.917088	5.835637	11.14493	7.565957	10.02504	2.796444	5.623021	8.625546	7.904982	5.785234	5.028646	4.77419	6.133322	6.525121	5.422997	8.439925	10.17366	8.594187	6.727193	3.328889	6.906122	8.347712	6.757717	5.719353	8.26329	5.050059	9.880928	8.123082	6.530005	8.192376	7.309163	3.48764	8.853365	7.2044	10.45729	9.088035	9.765807	4.107243	7.7235	3.765076	7.560426	7.579216	9.924877	7.711685	5.521033	7.84263	8.16398	7.146444	5.214376	5.926428	7.065133	8.282641	6.120424	12.12155	8.413414	7.96922	7.046564	5.696815	10.93262	9.796362	7.691081	10.78933	4.773564	3.406555	10.25942	7.42184	8.098001	7.674411	11.653	7.024544	5.403876	9.080594	9.157268	6.568377	7.490915	3.571299	7.22965	7.951195	9.980816	5.305097	7.598746	9.700491	6.1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6	7.046317	7.745913	7.005391	8.229497	9.81116	4.523094	8.542838	9.449057	9.513409	7.252182	5.977329	6.775262	7.919032	8.09228	7.220012	7.938522	8.548407	9.460002	6.242078	5.683099	8.657645	7.578711	8.987875	7.486498	8.146776	8.760454	6.106527	6.346461	7.726094	8.725649	8.099516	5.273326	7.140388	3.757845	7.937988	7.180983	7.907477	4.943592	7.989061	6.924404	5.887324	7.798157	7.281144	8.63309	7.659312	7.691583	7.407169	8.903053	7.851968	6.345927	7.247162	8.533869	8.312386	7.159207	7.445837	7.540796	7.781899	5.946857	10.4782	7.285466	9.123489	7.697557	4.892871	7.632168	6.115172	5.660586	7.020076	5.462266	7.549432	7.971089	5.299422	9.557986	8.092332	2.965503	7.421605	6.878422	7.129002	3.728746	5.748235	3.631157	6.91619	10.09648	6.800443	2.538221	7.921739	6.447221	3.614363	7.66852	7.048596	7.022925	7.661724	6.37712	5.266339	7.654291	5.647054	6.79644	7.735156	7.462644	8.205999	8.942813	7.711409	5.079708	7.378201	7.940745	7.889689	7.141477	6.577108	7.082848	4.236125	8.060907	6.62935	6.7066	7.777233	8.040953	8.466281	8.189557	6.982833	6.960679	9.122761	6.500302	8.6283	9.691548	5.338711	5.188113	7.372336	4.256632	7.203389	8.216515	8.069248	8.82202	8.807833	6.484416	4.36545	7.984151	8.20919	3.77545	3.979743	5.19306	6.368787	3.983625	7.090316	6.509999	7.473093	4.812652	8.705031	8.118455	6.188082	4.338939	6.736293	7.524319	7.476839	7.180431	6.147354	7.614526	7.630222	7.786764	6.110153	6.847882	9.310153	6.860726	4.062457	7.656372	7.083513	8.124219	6.205687	7.295411	5.226021	6.577926	7.008262	7.012822	5.165964	7.626385	4.452594	6.057978	8.58294	7.760515	4.571008	5.604198	7.133918	6.869095	5.101695	6.791282	6.406405	7.751344	7.638242	8.890908	8.27169	8.369002	6.618077	7.73641	7.151734	6.077213	7.735735	6.509574	4.861272	8.280645	7.397811	7.256912	7.15427	6.223823	5.610929	4.774307	4.926746	8.617299	7.570952	7.676944	8.995613	6.791949	4.518917	8.08256	9.458841	7.902569	6.967188	8.357913	8.200231	8.297285	8.00866	6.933205	8.080607	7.60567	7.817148	4.63083	7.861034	6.457747	6.923734	5.780471	7.739521	7.082955	7.342908	8.580446	7.502781	7.027605	8.572932	4.95924	7.568864	5.76675	7.095145	9.110983	6.161232	7.354171	5.713705	6.472277	7.089594	7.728043	7.260031	8.40065	7.490575	8.310494	7.001803	7.697031	6.336547	6.038052	7.660764	7.522355	6.840298	6.232447	6.806723	7.808629	7.806497	8.28191	5.770384	8.481509	5.578682	8.287425	7.079167	5.291035	4.428124	5.935532	9.975234	3.587827	5.807569	6.618651	7.16575	8.077395	4.158257	7.00484	9.185443	3.069174	6.312637	4.829646	8.345398	7.380859	8.218681	5.87776	4.865177	4.578924	6.536404	6.019388	4.912274	7.363937	6.552063	8.938387	8.015438	7.56555	7.395402	8.392003	7.601921	4.892007	8.684178	7.231466	5.977129	5.820585	5.898241	6.703079	4.43526	6.997204	8.355632	8.316893	8.748356	7.240585	6.378083	5.158081	4.302038	6.93801	5.01346	6.766622	8.728129	8.281699	3.22883	7.252893	7.005404	6.669748	7.23545	5.460268	8.386047	5.695275	7.344647	6.970914	4.569741	6.097709	6.84022	7.732633	4.431488	6.55849	7.267802	4.317266	5.155309	7.432625	5.993372	7.375729	6.126924	8.742599	7.282621	6.797072	8.389609	5.314757	7.182316	3.621564	6.275165	5.989386	7.611931	7.326587	5.660451	5.519295	6.784131	8.472329	8.15176	5.976663	5.586065	7.961285	2.922172	4.555386	8.895242	6.219313	3.186492	8.620032	5.829295	7.500003	4.678969	6.868778	5.557169	3.868064	6.827258	6.299168	5.400455	4.180997	5.20178	6.437624	4.178773	2.628098	3.917095	4.810024	4.81482	6.106099	8.13347	7.714806	7.067169	7.323375	4.059244	7.569074	5.537997	6.701004	3.299158	5.800326	3.399003	5.161515	4.820609	6.585753	7.373894	7.286727	7.131052	6.95708	6.775581	8.750474	9.428289	2.804277	9.692746	8.078859	7.664316	2.660546	2.582625	6.255995	5.319158	6.360831	4.677032	7.286574	5.052465	3.707355	4.847507	6.326713	9.032232	6.523935	4.475942	7.293815	4.177509	3.747353	6.362113	4.367678	5.832555	6.731958	6.457969	10.45045	7.664193	4.304821	6.589162	3.330017	3.189976	2.868084	3.836504	7.323905	6.801597	5.620211	5.598317	3.448904	normal
GSM547267.CEL	10.19562	5.390617	8.761829	7.902183	8.609243	8.050571	6.924732	6.867083	3.164071	8.95059	7.668165	6.205395	10.39508	6.202716	7.006201	8.702934	8.242339	9.26109	8.885596	11.92511	3.614362	10.70802	9.543225	4.247876	5.641825	7.921118	5.086893	5.554578	8.620619	6.618268	6.224701	6.917809	10.28592	4.100275	7.649504	5.603229	4.033119	5.910689	7.307827	5.792514	4.950852	8.102636	6.45487	7.780532	7.517538	7.610032	7.971766	9.810648	6.566165	6.564668	8.536213	8.856358	7.4199	9.989204	6.622618	8.946207	6.611905	7.367306	5.277999	8.107616	8.363491	10.4763	7.240368	6.340183	7.534863	7.977785	7.98035	7.40633	7.075259	8.339125	7.445396	4.802069	4.950554	7.272803	6.255017	7.682087	7.242449	7.541876	6.718979	5.401945	5.094048	7.769325	11.63164	7.416995	7.416136	8.300786	11.47	9.40747	7.866868	8.668228	2.855152	5.21835	10.56022	7.658872	8.407843	8.669698	7.258915	8.658383	8.26341	4.353026	4.400204	7.486403	11.79812	5.954432	4.023323	4.379673	4.686084	10.25667	5.910025	7.587388	7.177004	5.399314	8.88647	8.525995	6.112755	5.704851	11.31055	8.158788	11.59137	10.683	8.750036	7.588101	4.07716	7.158766	7.855829	9.086038	9.25025	6.508574	8.509502	6.358152	9.435163	7.632176	7.651479	8.946938	4.973117	9.064192	10.14595	7.915682	7.126065	8.105168	7.932128	7.301747	5.037254	7.64801	8.343374	8.599348	7.054336	7.736438	6.177822	6.96616	4.119372	9.029963	4.98176	7.366212	7.392463	7.595921	9.857773	7.456111	7.38884	7.612897	8.463643	9.099927	9.286789	7.486699	8.992432	7.005514	7.702398	5.169597	5.354045	4.094022	6.355478	3.373199	5.929074	4.294447	4.46711	6.529061	1.911626	5.996056	6.73374	5.67958	5.534627	4.220922	6.006049	6.43374	6.926482	4.834832	5.902553	7.649096	9.735396	5.537178	11.10766	10.80266	8.652966	9.391963	7.085497	7.147822	8.501075	7.341182	6.924163	9.150795	7.861115	6.211552	5.538472	6.984751	7.731094	8.31228	4.61001	6.161475	5.45712	9.829342	7.757537	8.60536	5.493785	7.070629	9.535862	8.910724	7.323225	7.306242	10.56777	6.753655	4.636766	5.9584	2.836196	5.173098	6.693559	7.520325	4.87724	7.121214	9.571651	8.494214	7.894903	7.846275	9.420705	9.536138	8.597235	8.649302	6.887378	8.441387	7.476616	7.902003	5.240231	5.791989	6.783651	5.610103	7.143876	7.130832	8.432881	8.307716	8.129659	4.868618	6.731049	6.37044	8.494806	6.720699	8.407421	6.801105	10.80216	9.645659	6.303773	8.337967	8.386274	8.496897	7.190532	6.325586	7.14222	2.76006	9.659082	9.447809	8.983055	5.053	5.115676	8.810732	8.061619	8.278001	8.606542	6.911401	10.36164	7.107026	7.524962	5.6377	9.054822	4.500224	10.80668	9.811799	7.5428	9.40393	9.687096	5.086756	5.840532	5.258701	4.890865	4.064451	8.112671	4.101024	5.227148	7.096978	5.285924	8.217232	5.045583	3.161762	5.951692	6.530552	8.278409	11.67788	8.771023	5.270013	9.232292	5.987373	9.059359	6.411932	3.482405	7.726869	8.159332	5.004035	5.773609	5.263189	9.603867	9.894827	9.263418	7.80574	9.240941	8.64052	8.319426	7.936742	6.379176	8.421334	9.15859	5.478447	7.716655	6.052132	4.020381	4.284359	2.881261	4.433479	8.480711	4.714219	8.379856	8.681369	9.251827	7.637366	7.180946	5.696802	4.003586	7.441419	7.183377	4.169118	4.306265	6.073836	9.444109	7.418276	6.575407	5.739685	7.900953	7.046073	6.839004	8.65986	8.353216	10.74088	8.450527	10.57222	5.563658	5.322559	8.231399	10.22777	8.836579	10.99164	8.390778	6.835429	9.137671	12.4908	6.722851	5.297931	7.807843	6.408582	8.67638	8.180727	8.987232	9.899085	3.990382	6.561978	5.922831	7.886077	7.62746	4.0807	6.554786	4.03531	2.633155	6.260202	3.911069	6.712166	7.3912	2.383991	3.006073	9.399238	5.581876	5.475207	7.207	3.758001	6.592524	7.394592	6.272947	6.618754	8.541863	7.977615	8.898935	7.76612	4.356783	4.204012	8.614373	6.711596	6.371097	7.798665	3.389096	4.248088	7.104502	7.221066	7.461645	2.482077	7.801599	3.811264	8.109448	8.986027	9.870888	6.762102	7.810265	5.848851	6.209474	6.863998	8.201931	3.555242	5.910508	7.840463	4.918339	7.425435	7.3645	4.432841	7.892136	5.255233	6.833751	7.862707	4.680445	3.35909	7.963577	7.223666	6.518062	6.780076	8.173313	6.394586	7.06633	7.015383	5.61806	10.26065	8.134915	6.539285	7.400646	6.350283	3.351838	7.78435	6.117374	5.537606	8.538193	7.700579	8.634311	2.530952	8.11168	10.47751	6.118172	8.111559	8.407311	5.554402	9.89595	8.127359	10.43041	9.980541	5.20466	5.084096	6.58892	7.878458	7.821232	7.373654	6.397647	11.46054	6.798379	9.510139	3.129679	5.961167	8.417294	7.698003	5.684044	4.901996	5.962743	6.269536	7.08263	5.704523	8.413271	9.043086	8.284129	5.751515	3.697889	6.418044	7.256219	5.901169	6.148015	7.376598	4.073689	10.87025	7.912966	6.249467	8.200864	7.27297	3.451864	8.845359	7.086108	10.24826	8.741486	8.862535	4.224602	7.992655	3.689025	7.453554	7.652042	9.837106	7.837559	5.328926	7.997541	8.23799	6.620896	5.467914	6.241423	6.920874	8.526003	6.499821	12.56235	8.830107	8.147897	7.117953	6.291579	10.55411	10.23175	8.095832	10.53162	5.019833	2.726713	10.33683	8.506593	8.36349	7.684377	11.25282	6.835846	5.118953	10.02717	9.389457	6.147294	7.297788	3.710366	6.850446	8.087971	8.208649	4.799244	7.281159	9.569036	6.388533	12.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GSM547268.CEL	10.95906	4.501999	8.552887	7.4586	9.090348	8.280635	6.795473	7.473664	3.003032	9.769802	8.313327	7.36418	10.61358	7.559726	7.137162	8.681267	8.662076	9.943864	9.844176	12.57085	3.609736	10.79003	9.052927	3.73714	5.409114	7.751529	5.23167	5.636538	8.992394	6.291839	7.323294	8.184906	11.77781	3.77717	7.409487	6.296933	3.336794	5.552309	6.643255	5.375458	5.018321	8.03581	6.359267	7.544533	7.416491	7.408515	8.181373	9.431367	7.160297	5.949928	8.332124	8.850854	7.180565	10.05755	6.437405	8.471929	6.270226	7.124553	4.733769	8.49883	8.698357	10.46558	6.563152	6.032966	7.312126	8.05296	8.246322	7.045371	7.071689	10.75423	7.608298	4.653208	5.25008	7.816243	5.973356	8.233705	8.223794	8.088123	6.232749	4.80588	4.76693	7.798403	11.66063	8.087702	7.097562	8.589401	11.53224	9.564726	7.732894	9.00123	2.55551	4.718399	10.88189	7.392987	8.814957	8.949579	7.434207	8.810631	8.045455	5.580149	3.979563	6.916817	11.93879	5.572231	3.318579	3.926087	4.172374	10.81831	5.432979	8.620532	6.570333	4.836778	9.353979	8.896683	5.482018	5.1951	11.3529	8.212496	11.9933	10.88292	9.008212	6.853067	4.265674	7.601977	7.758014	9.418503	9.506268	6.282588	8.866051	5.856571	9.555643	7.812386	7.92226	9.008167	3.338244	9.096581	10.86001	7.875337	7.243678	8.326988	8.416094	7.133392	5.496749	7.938222	8.620773	7.938651	7.429785	8.15856	7.132507	6.875565	3.883147	7.221792	4.329898	6.9946	7.477025	7.863178	10.55635	8.114278	8.140568	8.482336	9.275837	9.832969	10.10191	6.723577	9.525743	7.638456	7.493027	5.326632	4.40087	4.055097	6.351005	3.241248	7.422852	3.907391	3.876443	6.291494	2.636554	5.332471	6.500476	5.109516	4.864334	4.925501	5.843047	6.711022	6.73251	4.425363	4.974172	6.941427	10.12884	4.745952	11.24248	10.77689	8.781925	10.22137	7.158169	7.419989	9.357814	7.20557	6.823305	9.845318	8.295898	6.798605	5.007112	7.115322	7.843926	8.736948	4.008931	6.031636	4.888061	9.842112	7.778025	9.425554	7.184036	6.610077	8.385009	9.374052	7.6568	7.437344	11.06093	6.385155	4.190175	6.004637	2.592326	4.550584	7.021525	8.963141	4.693599	4.686863	9.606544	8.555161	7.34307	8.083428	9.555661	10.16892	8.336838	8.822014	6.40227	8.888374	7.333751	7.797684	4.581072	5.135198	7.040637	5.357369	6.761593	7.080221	8.533136	8.612187	8.005291	4.114247	5.999889	5.847848	8.050767	6.851637	8.593238	6.121477	11.41815	10.62972	6.02303	9.116103	9.829076	8.932245	7.522602	6.697966	7.454471	2.526359	4.162986	10.18974	9.143307	5.227756	4.953681	8.902332	8.2462	8.907309	8.528243	6.351435	10.61214	7.364724	8.285638	6.335682	9.222665	4.207654	10.36053	10.36675	7.41606	9.89998	9.646593	4.41181	5.537653	5.654136	5.365508	4.622954	8.154014	4.327127	4.644496	6.566571	4.681681	8.637605	4.187005	2.590555	5.192315	7.820258	8.839691	11.64674	8.30521	4.960082	9.024385	5.189439	8.974483	6.603204	3.154612	7.594151	8.529136	4.812277	7.165788	5.49082	9.374278	10.0024	9.65107	7.925397	9.188273	9.593953	8.335931	7.801215	6.471755	8.743094	9.75896	5.109255	8.382493	5.80539	3.239499	4.24885	2.58874	3.862011	8.665409	4.323723	8.648374	9.140649	9.681213	7.450063	6.708804	5.020208	3.477528	7.991678	8.049022	3.72163	3.936278	5.625125	9.847015	6.871523	6.170755	5.311625	8.097905	7.977116	6.968215	8.790464	8.521973	10.6148	9.215082	10.65338	6.200961	6.389024	8.007535	10.90056	8.830396	11.11603	9.073365	6.26157	9.227678	11.66908	6.566236	4.794457	8.231971	7.319559	8.395929	8.901521	9.095715	9.840026	3.434576	6.664494	5.265341	7.747469	7.752236	3.75255	6.050499	4.098665	2.346404	6.282249	3.580663	6.1026	9.258015	2.142761	4.519516	11.78919	7.571329	5.550813	6.093272	3.55898	6.305929	8.158821	6.531385	6.614611	8.322203	7.238331	8.559008	7.934705	3.595359	3.946971	9.350145	7.813286	6.443368	7.356758	3.141871	3.724341	7.091727	7.996185	7.003287	2.201116	8.216438	4.30054	8.23231	9.441476	10.27453	6.37567	7.759086	6.056813	5.711279	6.946143	9.063792	3.243763	5.319847	9.203188	4.709293	7.555671	7.619139	4.083344	7.649467	3.847507	6.652274	8.531142	4.099005	3.1056	7.801072	6.755082	6.60385	6.518601	7.786853	7.006182	7.35333	6.646971	4.921311	10.57333	7.48079	6.599132	7.289496	7.02641	3.264686	7.945348	6.301491	5.656889	8.533645	8.260683	9.459959	2.761091	8.010597	10.18274	6.869778	8.068974	8.377622	5.450339	10.50235	8.991213	10.31469	10.03014	5.291763	4.589033	6.929573	7.565261	8.276554	7.833458	5.952699	10.97008	7.528896	9.547466	2.70738	5.638387	8.838854	7.918526	4.835096	4.632564	4.205626	5.751898	6.205488	5.040442	8.362294	9.618182	8.693211	6.703619	3.116255	6.345837	8.038835	6.70518	6.570168	7.924808	6.155563	10.63575	8.298998	6.068188	8.660596	7.143075	3.153326	8.917534	7.031012	10.74163	9.062098	9.279764	3.912353	8.098917	3.687953	7.751007	7.737743	9.769705	7.392684	5.684059	8.243212	8.436151	8.135522	5.851168	6.276843	7.153797	8.960393	5.908641	12.60937	8.847836	8.483637	6.95573	6.355676	11.36977	10.96322	7.890949	10.60467	4.311157	2.723367	10.59786	8.457615	8.633216	7.630723	11.8269	7.331675	4.879782	9.561286	9.311033	5.807596	7.240271	3.415567	6.669311	8.011151	9.731626	4.466263	7.875798	9.776196	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GSM547269.CEL	10.44852	5.235985	8.034617	6.956109	8.887418	7.662214	6.793387	6.804882	3.005229	8.878638	7.482051	7.504575	10.34692	7.47592	6.927561	8.615076	8.740367	9.661002	9.141467	12.92232	3.657062	10.74028	9.699687	3.668925	5.426172	8.020177	5.36569	6.331704	9.003315	5.643954	6.702502	5.830478	11.50161	3.644061	7.564399	5.761079	3.117976	5.520001	6.646833	5.218125	4.398159	7.734293	6.562004	7.667381	7.93569	7.837058	8.586502	9.903242	7.033969	5.840204	8.8583	8.94415	7.613456	10.21378	7.441924	9.791846	6.178873	7.743106	4.719901	8.502988	8.80176	10.73415	6.929181	6.596388	6.297736	7.491179	8.34413	6.470791	6.96506	9.003521	7.298053	4.589143	4.113816	7.695247	5.589454	7.943844	6.288793	8.005104	5.749844	4.288227	4.305603	6.895441	12.03741	8.01033	6.975266	8.598035	10.99906	9.478375	8.335571	8.669047	2.745303	5.841303	11.12832	7.563812	8.633206	8.631099	7.459015	8.257009	7.7994	4.240239	3.875714	6.990997	11.68366	5.135521	3.619678	3.914708	3.956454	11.36332	5.42284	7.655951	6.223428	4.909519	9.127481	8.602791	5.555182	5.16954	11.12881	8.425679	11.79784	11.25065	9.080159	7.025338	4.032829	7.401013	8.11474	9.294852	9.785971	6.647365	8.370103	5.50472	9.204393	7.516035	8.62093	8.397836	4.113534	9.252308	11.04584	8.328733	7.058175	8.611779	7.372543	7.866341	4.135103	7.622952	8.72339	8.740816	6.743911	8.086821	4.943785	6.421027	3.791148	7.054057	4.182981	7.291287	7.213777	7.825054	9.478086	7.380952	7.197009	7.445024	8.297444	8.196451	8.09407	6.092452	7.842742	6.411294	7.298543	4.447897	4.554838	3.895458	5.423907	2.937412	4.280707	3.714558	3.537849	5.919844	1.948415	5.571482	6.698898	5.050368	4.818475	3.743285	5.914438	6.979701	7.293718	4.450042	5.173275	7.189685	10.27081	4.94743	11.03426	10.93587	8.797283	9.325076	7.098478	7.340533	8.666815	7.058121	6.651014	10.21456	7.191624	6.267475	5.01253	7.207038	8.095044	9.005104	5.68142	5.401783	5.049287	10.13967	7.512411	8.113525	5.436872	7.30434	10.18985	9.26277	7.998746	6.993103	11.18618	7.093133	3.978664	6.343652	2.519392	4.214576	7.313746	11.0065	4.977526	4.617467	9.342101	9.147087	7.670335	8.68237	9.465629	9.966197	7.916987	7.725342	6.15825	7.779117	6.981875	7.241497	4.233724	4.811686	6.561432	4.865983	6.398616	6.036656	7.907602	7.498001	7.165037	4.127371	5.742085	5.843052	8.419135	7.444269	8.50272	6.301099	11.6453	10.24986	5.853554	9.959492	10.56525	9.343574	7.563898	6.854484	7.406953	2.661271	3.957985	9.014128	9.264957	4.509571	3.682638	8.891135	8.700225	8.484815	8.578293	6.100725	10.78775	7.209167	6.748158	6.439082	9.517211	3.792728	10.17496	9.87407	6.833919	8.271945	9.441121	4.798692	5.679663	4.79292	3.797693	4.395916	8.154214	4.077483	5.183479	6.400651	5.400776	9.067079	5.452538	2.352259	4.816989	6.453162	10.0843	11.82119	9.061514	4.630791	8.923583	5.159227	9.144928	6.908661	3.048825	7.912924	7.968901	5.577559	6.226009	5.901492	9.536821	9.685135	9.084745	7.742051	9.014164	7.596724	8.662514	8.085618	5.650329	8.603003	9.495733	4.965337	8.713721	5.328522	3.702351	3.939712	2.540368	3.852406	9.061112	4.162587	8.305866	8.810077	9.86696	7.3179	6.662594	5.356911	3.344597	7.809059	6.563287	3.610918	3.701152	5.697055	10.03729	6.666072	6.350165	5.642842	8.282905	7.474739	7.938556	8.947091	8.430438	11.02669	10.19994	10.73621	8.920949	4.811968	8.902946	11.36759	8.896053	11.19439	8.748708	7.095191	8.943486	11.3217	6.045909	4.938817	8.69352	7.699676	8.485246	8.671486	9.285486	10.36159	3.402067	6.554845	5.238945	8.377216	7.905832	3.491173	5.93898	3.860078	2.290452	5.689148	3.462428	6.026795	6.384699	2.082474	3.08553	11.28833	6.868755	5.712587	6.937402	4.158598	6.312441	7.87155	6.010387	6.352873	8.391081	7.597127	8.320626	8.820082	3.556673	3.805535	8.322858	5.576542	5.343716	7.299818	3.123908	3.640293	6.82025	7.964964	7.048951	2.046826	7.99484	2.730234	8.486358	8.541624	10.12681	5.793444	8.280476	5.570252	5.491871	7.020946	6.722526	3.053363	6.652332	7.345461	4.476101	7.430851	6.182605	4.051272	7.736808	3.762449	6.87477	8.368108	4.01941	3.036301	7.858711	6.788997	6.744953	6.574082	7.556859	7.982295	7.149449	6.723357	4.969547	9.919127	6.840773	6.515757	6.815768	6.442559	2.966734	7.920768	6.854352	4.602001	9.189	7.625234	9.728868	2.579998	7.774088	10.61524	6.047212	7.833657	8.042914	5.111851	10.3493	8.770144	10.59862	10.43595	4.674822	4.32037	5.974595	7.630012	8.755972	7.195078	5.896943	12.0708	6.322851	10.37806	2.83085	4.955967	8.345092	7.51641	5.368548	4.602986	6.209296	5.77324	6.917238	5.201029	8.992713	10.04492	8.373945	5.194917	2.64989	6.98687	8.17955	6.189597	4.564659	8.147683	3.633412	10.8562	8.199948	6.760387	8.610814	7.338423	3.145385	9.135019	6.913656	9.922512	9.08229	9.7048	3.885011	7.700423	3.469414	6.246372	7.647129	9.771828	8.381362	4.699231	8.400217	9.520056	6.078367	4.115186	5.90841	7.341834	7.398747	5.620234	11.8321	7.729827	7.190154	6.123371	5.013949	10.28075	8.89673	7.050804	9.980703	4.190591	2.543498	10.13013	7.144483	8.122214	7.129864	11.65971	7.935506	5.764168	9.004009	9.353984	5.60632	7.413392	3.228649	6.847518	8.528805	9.610581	4.971788	6.92531	9.597781	5.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GSM547270.CEL	10.7409	4.949793	8.364702	7.394919	9.174608	8.022945	6.783246	7.236286	2.807769	8.827543	9.131155	7.719035	10.56438	7.95255	7.093895	8.950858	8.860209	10.51819	9.792429	13.15933	3.662166	11.30692	9.193385	3.609971	5.476493	8.349236	4.823448	5.508431	8.854304	6.343495	6.993442	6.763272	11.9948	3.962523	7.418998	6.316787	3.327665	5.666709	6.716128	5.285271	4.332768	8.448171	5.586794	7.604264	7.576351	8.055091	8.50232	9.900654	7.045739	5.687745	8.854956	9.25654	7.771453	10.24887	7.481865	9.044617	6.050801	7.719844	4.642683	8.6606	9.206008	11.03812	9.233457	6.559534	7.182748	8.474578	8.638037	6.650223	6.305421	10.663	7.570592	4.281865	3.997094	7.854017	5.586472	8.116477	6.937831	8.407163	5.846229	4.661236	4.448318	7.620016	11.50133	7.767881	7.649031	9.019435	11.52342	9.904679	7.974775	9.44688	2.590905	5.746288	11.13694	8.316052	8.826973	8.9726	7.836033	9.02453	7.615086	5.146147	3.919099	7.353357	11.81639	5.085384	3.621996	3.707241	3.952561	11.15202	5.553677	8.016028	6.404392	4.904536	9.775056	9.274324	5.505066	5.364746	11.4213	8.145065	12.32116	11.25462	9.273458	7.014324	4.583558	7.535892	7.408498	9.803465	9.84811	6.533322	8.834839	5.751634	9.611251	7.832952	8.559251	9.123024	4.116379	9.438697	10.38325	8.053254	7.395616	8.710938	8.942593	7.741055	4.600225	8.057833	8.791581	8.633412	6.950543	8.471096	7.365454	7.207514	4.002408	6.808996	4.091103	7.14703	7.432739	7.477176	10.00648	7.063194	7.780622	8.302173	8.780645	8.14506	8.334453	6.373839	6.854625	7.05925	7.219223	6.029618	5.036152	3.678037	5.899003	3.223507	5.068615	3.783039	3.965191	6.322365	1.706587	5.396338	6.670302	5.120444	4.754184	4.021626	5.937809	6.622677	7.312052	3.960028	5.330421	7.002539	10.34171	5.174286	11.02962	10.94432	9.48896	10.08966	7.543888	7.898253	9.743906	6.814926	7.359309	10.15648	7.482294	6.326293	4.743945	7.055099	7.414702	9.674458	4.993973	6.032488	4.869563	10.02858	8.202174	9.051134	6.262201	7.132633	8.076187	9.525096	7.518298	7.396529	11.32243	7.104456	3.683294	6.474561	2.719143	4.381753	7.665046	9.567602	4.893176	4.701517	9.573045	9.230255	7.188525	8.117132	9.658585	10.09067	8.232332	8.30891	6.356336	8.269664	7.268248	7.541877	4.325157	4.859224	6.595193	5.009528	6.652046	6.108628	8.271222	8.194861	7.393258	3.924362	5.839349	5.818269	8.451093	7.512474	8.907477	6.166627	11.67754	10.07635	5.65933	9.46009	10.88872	9.914015	8.128031	7.583766	7.473438	2.665795	3.653736	10.06707	8.669159	4.616973	4.092128	8.689584	8.223213	9.218303	8.616162	6.503682	11.00786	7.379876	7.244087	6.001404	9.483993	3.766614	10.36565	9.855256	7.665502	8.832144	10.24232	4.681265	5.110833	4.757791	4.24089	4.297512	8.177804	4.772718	4.854032	6.324613	3.993795	8.220913	4.428665	2.389139	4.36733	7.11696	8.23165	11.69408	9.534431	6.010539	8.549443	5.118622	9.080126	6.79893	2.984803	7.694659	8.683497	5.4186	6.17036	6.125772	9.320817	10.00798	9.862985	7.796357	8.940066	8.20513	9.105544	7.940913	6.334575	9.357924	9.988661	5.006477	8.869063	5.443467	3.2503	3.434654	2.443154	3.8832	8.597709	4.233443	8.5894	9.167811	10.11639	7.344665	6.484598	5.093821	3.378065	7.9052	7.063831	3.631628	3.730103	5.653536	10.31046	6.918285	6.130715	4.886195	8.025118	8.185003	7.475009	8.965821	8.739679	10.47784	9.791338	10.13758	7.267942	5.342981	7.958509	11.14611	9.118266	11.36751	9.212468	6.805685	9.255412	11.75951	5.952926	4.81553	8.432117	7.598932	8.248126	8.655216	9.236835	9.774253	3.50589	6.770917	5.175082	7.774688	8.172195	3.550201	5.903801	3.786756	2.345483	5.796126	3.545722	6.144848	6.613216	2.05915	2.619725	12.04563	8.112921	5.630371	6.115208	3.28317	6.188509	7.753361	6.323475	6.67318	8.747432	7.585181	8.878675	8.192662	3.688826	3.674736	8.781984	6.518624	5.389514	7.335524	3.143686	3.664905	7.448566	8.199449	7.366014	2.108413	8.346885	2.969892	8.688315	8.701619	10.55955	6.051148	8.205395	5.919948	5.533995	7.276887	6.89396	3.203692	5.448712	8.016844	4.577846	7.512856	6.661255	4.261315	8.092935	3.812725	7.111364	8.443266	4.116468	2.990649	8.341268	6.752903	6.861334	6.674561	7.456749	6.967602	7.212676	7.075757	5.106457	10.12196	6.950769	6.716911	7.113244	8.212149	2.910051	7.553338	6.345634	5.689124	8.829266	8.005592	10.08393	2.699342	7.216077	10.47823	6.272956	7.845437	8.347306	5.600739	10.50075	9.509332	10.90763	10.61855	4.485906	4.390152	6.868181	7.882732	8.928656	8.73965	5.719716	11.02136	7.088938	9.776205	2.59051	4.610619	8.694849	8.200115	5.336517	4.844489	4.821429	5.600865	6.398648	5.252236	8.283356	10.09851	9.032515	5.422457	2.934947	6.238829	8.311635	6.751737	5.171217	8.499156	4.545128	10.84828	8.287616	6.813874	8.599555	7.7199	3.451077	9.157899	7.434458	10.47862	9.283291	9.665536	3.941148	7.806841	3.211442	6.521948	7.542769	10.25666	7.474587	5.261771	8.302255	8.751851	6.24769	5.561525	5.711424	7.674872	8.552282	5.656058	12.10371	8.12896	7.685453	6.551826	5.333086	10.79442	9.645587	7.213955	10.13019	3.838598	2.237152	10.28868	7.432189	8.99392	8.0808	11.60411	7.022856	5.337661	9.278346	9.164948	5.901693	7.7052	3.092994	6.71208	8.471788	10.13936	4.457357	8.026855	10.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95014	4.708967	8.642107	8.515175	7.510042	4.993018	7.397394	5.201667	5.424473	8.727684	4.538633	5.39887	5.307342	4.413291	6.959467	8.370163	7.871456	3.638689	9.235853	6.518817	5.902971	4.33264	7.139737	11.76435	6.997358	7.825577	7.334246	7.865372	8.400698	11.33085	9.330291	9.881299	4.456941	5.830126	3.041248	4.177579	7.018593	12.74818	11.46942	11.21095	9.404778	8.007701	7.396091	8.453673	6.987979	7.677049	5.487377	8.616641	8.271048	7.694706	7.73486	4.818027	5.980294	3.661393	9.0075	10.55565	9.675524	2.408804	2.655895	3.212871	3.667964	9.611788	5.642125	9.592778	11.32747	8.111562	7.361132	8.898446	6.017004	7.041891	8.259746	9.766038	7.931182	5.598757	10.08329	8.012524	7.449695	5.540959	9.992073	4.669259	6.80483	8.429302	5.564665	6.2929	6.75254	10.59492	8.205156	6.173644	9.493816	9.556407	8.146062	5.540083	8.915699	7.805546	6.164636	6.868393	10.26407	7.101753	9.104635	5.733891	8.261246	7.697175	8.094771	6.935856	8.571395	4.503956	4.123088	6.171297	7.170938	5.173244	8.927134	7.669249	7.716423	2.637112	8.257174	6.649703	7.754095	3.934185	7.530306	6.422445	4.380318	6.327584	5.778437	4.969216	7.257149	7.105652	3.363952	8.121479	8.938073	3.656033	6.194649	6.365778	8.077165	9.336498	8.465679	9.083536	8.881158	10.1364	10.48559	7.584369	8.216175	10.03127	5.803585	2.913636	8.938218	9.026844	8.330324	10.41764	6.536955	7.080284	4.010603	6.968841	10.55037	10.07531	8.238882	6.422357	5.505937	8.554763	8.101219	7.03736	6.831789	8.282355	6.918372	2.072113	7.128294	2.932544	3.707668	6.881462	4.073575	7.967932	8.759049	8.075713	10.26049	5.203351	6.48265	8.902754	5.852163	2.349376	6.811311	7.781877	3.397766	10.19463	7.859784	7.932692	7.814881	7.689525	8.148718	9.474034	7.423861	3.252571	9.09148	8.478126	5.865733	6.244552	8.068269	8.324919	7.539486	8.444658	8.862069	9.092162	8.749571	6.476245	4.315652	4.561415	6.424471	7.97572	6.771649	10.42586	7.745051	8.029074	5.739749	7.91664	6.392753	7.696659	8.207924	8.361467	8.428248	8.865079	7.450126	6.586972	8.787671	9.286632	5.262356	8.725586	4.532474	8.912767	7.587911	7.550815	7.674338	4.852041	10.89076	8.548076	4.552235	7.33138	8.643928	7.681971	6.972722	8.103995	7.911944	10.74134	7.784545	6.657105	6.056335	6.473549	8.13327	7.093134	7.455688	7.289697	8.035615	4.589109	6.561245	7.449829	7.034439	8.070726	6.611679	5.088611	6.505112	6.88398	7.215775	6.035997	4.335796	8.028337	9.020291	6.689867	4.778572	6.274938	9.433656	8.720128	9.124455	7.511523	7.109516	7.660578	8.92485	9.085126	8.77983	10.91571	8.38364	8.062066	6.396954	11.0973	9.541118	10.00224	5.833635	9.372453	7.254561	9.048815	6.674852	9.221896	8.133663	8.530192	7.185886	3.202383	8.193982	8.103999	8.292207	7.965233	8.015045	9.380185	7.548905	5.722243	8.848925	8.377979	8.409774	9.135256	7.852995	6.554249	7.083736	3.773626	5.306601	6.708617	3.564994	3.859053	2.075931	5.620335	8.582508	8.838622	8.077699	9.18045	7.42412	5.78273	6.882922	6.433912	8.653571	6.542991	7.867129	7.681851	8.99284	9.416895	9.618118	7.471473	7.627584	9.063652	9.122182	6.253562	7.375836	6.028398	8.676048	8.148085	7.374937	7.943778	6.455701	9.415663	6.130144	6.4947	8.119436	4.792887	7.575037	6.291208	7.671207	3.792295	7.768352	8.312473	8.885341	5.827136	7.111062	5.44336	8.445764	7.686169	9.006452	6.24716	7.216293	7.051903	8.062712	7.228644	7.541944	7.0914	8.618086	7.110727	5.591668	2.501923	7.804963	6.441028	10.05565	10.04722	8.67064	8.211782	8.967763	10.8331	7.735533	8.160219	6.63209	5.500658	9.294562	9.057941	7.728881	7.147609	7.146526	8.539871	6.382518	7.834679	8.149173	8.048881	5.85259	7.976553	5.575925	5.858137	5.51098	9.97736	7.349081	9.63075	7.403922	7.116695	7.811805	7.27296	7.913741	8.426894	7.493842	8.290886	6.290625	8.588347	3.424366	5.503477	8.213925	5.302609	8.763648	6.96124	8.912596	6.770179	7.544797	7.081335	6.383821	8.829286	7.385981	7.784695	9.561993	7.694793	6.60332	9.836069	8.836473	6.388109	8.082651	8.321181	9.149622	9.652887	7.813318	5.010932	7.247448	5.590279	7.632061	6.763159	7.231761	4.144449	9.582555	7.517775	10.37383	8.696264	7.649775	7.318015	8.064962	7.345764	7.168931	2.737439	9.131287	9.474484	10.46807	7.731982	8.452448	7.395386	8.120113	8.556826	6.050787	6.828456	7.343428	9.524114	6.647891	8.092548	6.630629	7.530274	3.781551	8.187844	7.580344	6.530922	9.116447	7.720389	5.707311	6.91476	9.871431	9.303674	7.417892	6.975898	6.303614	8.031348	6.886361	5.896898	7.326851	9.015505	6.179512	7.092005	5.770637	6.752337	4.438103	7.860714	7.124996	5.462083	6.580922	7.61146	7.323368	5.16069	7.216056	7.486575	4.400567	7.150256	9.334805	6.863117	9.535205	4.83429	4.665116	9.293794	6.62369	6.679024	4.813492	4.747404	8.304745	10.48229	8.074968	7.550252	6.622869	7.009819	5.43608	8.322898	6.269147	7.220366	8.246208	6.740412	6.745752	7.773461	3.3299	9.689432	4.864333	7.857921	8.568261	7.268556	8.222339	6.867656	6.880021	2.723011	6.009529	7.933973	9.593093	8.988686	6.018193	7.307796	7.326943	8.324732	7.761229	8.221597	9.618624	8.286756	9.187259	8.627619	13.01229	7.644557	8.625718	5.914674	6.643895	7.240124	3.572192	6.292719	2.753688	4.236834	7.385274	6.554566	6.858878	6.762321	8.213968	7.615167	7.926517	9.829358	4.329136	8.937466	8.989815	9.836549	8.044383	6.718498	7.082701	8.475009	8.533387	7.516505	8.416067	8.490899	9.227686	6.661682	5.877935	8.170388	7.58805	9.009535	7.932734	8.054487	9.243504	6.002727	6.400619	8.552763	8.788926	8.322356	5.348854	7.007545	3.257226	7.725622	7.480154	7.994443	4.695086	8.256266	6.702257	6.629497	7.701307	7.487494	9.005565	7.954927	8.347408	7.313338	8.781712	8.05114	6.230753	7.698833	8.617905	7.998392	7.207704	6.943954	7.482238	7.794462	5.49853	10.82172	7.481603	8.782077	7.516238	4.597018	7.792109	5.59233	5.372479	7.1174	4.991828	7.452777	7.924832	4.700074	9.188376	8.214368	2.964472	8.208109	6.953635	7.203271	2.894878	6.127367	3.678611	6.770115	9.964053	7.576605	2.371574	7.855123	6.752996	3.213644	7.943187	6.976372	7.105527	7.50527	6.478099	4.921441	7.397037	4.813832	6.243006	8.372385	7.313951	8.50297	8.603058	8.124689	5.49117	7.569135	7.924109	8.043079	7.751072	6.535341	7.902535	4.064303	8.248794	6.235301	6.586108	8.154924	8.871336	8.291944	8.463753	6.896885	7.049499	9.051375	6.811456	9.447811	9.621839	5.212583	5.774199	7.636803	3.748952	7.318951	8.767763	8.073403	9.435932	9.018335	6.697425	4.044199	8.178781	8.313478	3.539428	3.677025	4.592241	6.125256	4.157789	6.980503	6.869315	7.611548	4.515457	8.734507	8.360376	6.665275	4.659816	6.206113	7.724531	7.38984	7.477217	5.668006	7.74696	7.818139	7.972237	7.117144	7.323787	9.935886	6.357129	3.946842	7.767247	7.518136	8.524647	6.26257	7.657232	5.155822	6.71721	7.328164	7.01237	4.697755	9.280946	3.930116	5.945347	8.762741	7.74237	3.893668	5.259737	7.622162	6.57586	4.96286	6.407116	7.036885	7.369282	8.134207	9.23635	8.893715	8.306685	6.903793	7.680748	7.192507	5.847534	8.440689	6.208704	5.075007	8.293827	7.435641	7.393517	6.920799	5.801909	6.055162	4.342184	4.954069	8.119564	7.857321	7.79066	9.557198	7.912925	4.156001	7.65497	8.848277	8.157399	6.682337	7.953977	7.983979	8.624579	7.969978	6.459893	7.690778	7.474499	7.356574	4.895628	7.661044	6.556135	7.146512	5.266314	7.513546	7.016635	8.041293	9.217484	7.648546	7.585568	8.37076	4.768101	7.767672	4.830302	6.286406	9.292606	6.004207	7.826162	5.123788	6.640169	7.472791	8.516706	7.597235	8.319664	6.998015	7.702898	7.429167	8.066786	6.551445	5.165448	7.713292	7.494254	6.938832	7.379525	6.779086	7.753489	7.476513	8.908134	6.001568	8.630518	6.028246	8.535825	7.162384	5.509369	3.638953	5.011186	9.748642	3.302154	6.207701	6.431018	8.22116	8.524482	4.123579	7.156783	8.999211	2.844076	5.83024	5.167796	8.195198	7.535326	8.667708	6.426741	4.895331	3.640577	6.248773	6.544873	4.49416	6.820007	6.566514	9.084541	8.111682	7.652811	7.581617	8.393997	7.872367	4.453729	8.647387	6.845209	5.842328	5.499514	5.334388	7.551341	4.272036	6.838466	9.314705	8.053804	8.51206	7.257544	5.83367	4.843265	4.328182	7.533485	4.455904	7.012235	8.157057	8.446442	3.001589	7.331959	6.845284	7.449854	7.332156	4.924419	7.967087	5.536319	8.312228	7.733081	3.944402	5.744636	7.13601	7.681061	5.486724	6.830945	7.076844	4.395317	4.952472	7.168267	6.566364	7.284091	5.841077	8.525528	6.972793	6.68178	8.178901	5.268302	7.153234	3.280844	6.41232	7.041259	7.231325	7.425487	6.026833	4.987118	6.517278	9.106968	7.826495	5.80554	4.94333	8.2361	2.770013	5.319789	8.109256	6.258766	2.952246	8.799296	5.329233	7.534625	4.296386	7.171864	5.640007	3.622611	6.914855	6.035692	4.870111	3.171571	5.74489	6.416719	4.11678	2.85627	3.383189	4.646534	4.445416	5.871508	7.680063	6.787401	6.773598	6.950411	3.74365	7.198247	4.695205	6.715165	3.170207	6.479472	2.780723	5.844492	4.516514	6.137762	7.986192	7.240505	7.075148	6.834745	6.896728	8.670902	9.523062	2.602778	9.338072	8.242612	8.081156	2.467807	2.710164	6.097609	4.623949	5.87898	4.052491	7.768765	3.782125	3.369648	4.308077	6.772515	8.973755	6.098282	4.077996	7.009782	3.738938	3.301827	6.427486	4.177187	5.286539	5.903381	7.038594	10.52545	8.172453	4.308061	6.203361	3.582769	3.063413	3.256137	3.489899	7.035944	7.205008	5.204355	5.392918	3.688837	normal

This data frame will have the transposed data prioritized data from the original transcriptomic data frame. In this example if we wanted to perform statistics on this data we could use the KEGGprioritized.data$label to assign class labels.

In the next step we will apply an independent filter to this data.

Independent Filtering

Independent filtering is a way to increase the power of analysis in an unsupervised manner by using either variance or mean abundance of features in a data set to rank and then remove features. This is discussed extensively in the accompanying paper to this package.

For either variance or abundance based filtering, a θ can be specified, which is the target number of ranked variables; otherwise, it is the top θ fraction of ranked variables. A typical approach would be use θ = 0.5, which would provide a stringent filter on the data. If comparisons are required and the desire is to keep a specific number of genes for analysis, θ = 25000 (or some number) may be used. For this example we will use θ = 0.5 in order to filter out 50% of the KEGG prioritized data.

KEGGprioritized.50varfiltered.data = overall.var.filter(KEGGprioritized.data,0.5)
KEGGprioritized.50meanfiltered.data = overall.mean.filter(KEGGprioritized.data,0.5)

This results in either variance filtered or mean abundance filtered data frames. Again, there is a $label which can be used to assign class labels. As discussed in accompanying paper, care should be taken about choice of filter based on downstream analysis (for example, using a variance filter along with a moderated t-test likely decreases power by affecting variance distributions).

head(KEGGprioritized.50meanfiltered.data)

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GSM547266.CEL	10.68678	8.046607	7.451752	8.95222	8.221309	9.227718	8.033503	10.09903	8.518911	8.202041	9.850741	9.418159	12.7066	10.85812	8.90009	7.762179	8.475335	11.80051	7.756389	8.01049	7.249049	7.509807	7.856136	8.704165	9.226773	8.449099	9.045418	7.755739	9.814622	8.780133	7.472777	8.378858	8.8261	10.74154	7.759392	8.44232	11.28161	7.396162	7.171218	7.504115	7.521666	7.986294	11.27341	7.62551	7.567702	8.887912	11.31549	9.964797	8.328975	9.024718	11.14114	7.949643	8.182667	8.97385	7.797047	8.567078	8.215952	11.69047	10.8913	8.244697	9.20085	8.99923	11.35717	7.695571	11.95625	11.35366	9.374591	7.835166	8.473172	9.892989	10.15414	8.55213	9.219644	7.386163	8.421661	8.813436	9.241882	11.20076	7.946226	8.502122	7.767262	7.834886	7.898375	8.458881	7.947569	8.233152	6.317477	7.859209	9.745539	8.147067	8.522586	9.513713	8.782569	8.950196	7.740111	10.5079	11.50386	10.74394	8.789521	9.822389	7.405606	8.963693	9.845458	8.081522	7.593998	8.748681	9.766194	8.138377	8.959708	7.005535	8.249227	8.998564	7.39399	11.05432	9.82663	9.607791	9.11528	7.624957	8.457187	9.906087	9.558877	8.51541	8.416405	8.761233	7.75185	8.71967	8.566781	8.218199	8.757256	11.49781	10.23693	9.671751	10.60574	9.366752	7.279042	9.422713	9.224895	8.773109	8.552615	8.540931	8.6774	10.68361	9.426248	9.943524	9.664746	7.443382	8.891206	9.79814	8.11078	8.520347	11.75873	8.396165	8.245795	9.311785	7.847836	8.687178	9.435829	9.791365	9.135641	7.642158	8.703993	8.732608	8.890046	7.840946	8.657622	9.281204	8.459912	8.182194	8.508754	8.576809	9.745694	7.43252	10.22031	7.964431	7.583445	8.771709	8.362237	10.44609	8.702358	10.38154	8.476171	11.50876	8.863977	10.91897	8.572122	9.003887	11.25257	8.326568	8.048767	8.404364	9.160062	9.660393	7.725938	7.865135	11.85418	7.890152	7.537598	8.482298	7.406714	8.65934	8.287724	9.382786	7.925287	8.079159	8.801631	9.075635	10.08214	7.935325	8.562221	8.377233	7.501686	7.866834	8.587993	7.774838	7.966816	10.18132	7.742341	8.855148	7.782889	9.107513	7.340773	10.10781	8.42761	8.117922	10.44815	9.049865	10.43244	10.02885	7.828179	8.849217	7.917088	11.14493	10.02504	8.625546	7.904982	8.439925	10.17366	8.594187	8.347712	8.26329	9.880928	8.123082	8.192376	7.309163	8.853365	10.45729	9.088035	9.765807	7.7235	7.579216	9.924877	7.711685	7.84263	8.16398	8.282641	12.12155	8.413414	7.96922	10.93262	9.796362	7.691081	10.78933	10.25942	7.42184	8.098001	7.674411	11.653	9.080594	9.157268	7.490915	7.951195	9.980816	7.598746	9.700491	12.85122	9.407421	11.76438	11.80635	9.673955	8.496395	7.386123	9.513595	9.209147	9.779071	9.041391	8.905244	8.028913	7.363035	7.693473	9.152522	8.899574	7.38818	8.196314	8.949246	9.644481	7.824281	8.041116	7.839823	9.024644	7.618137	8.472944	7.808154	7.267636	8.166791	9.902189	6.785442	8.548317	7.537183	9.359758	7.88392	8.632036	7.718226	10.22926	7.878857	8.520821	7.551611	8.0235	7.612102	9.074212	8.178279	7.806892	11.85639	9.833947	8.177024	8.992842	8.685026	9.793696	8.09191	7.682538	7.645711	8.916391	9.968123	8.091588	9.961128	9.258367	8.929636	11.02848	7.982662	9.333505	7.274667	8.456196	9.227976	10.95883	8.806214	7.886698	7.606849	8.253551	8.737533	7.092499	7.438724	13.18334	9.268882	7.43824	8.293415	7.888356	9.055118	9.083106	7.689918	9.121734	8.397676	7.564368	9.440129	8.845213	8.960372	7.491121	10.24985	8.750627	9.010524	10.63062	8.673336	9.892318	9.059497	9.238335	9.587662	9.757396	9.627856	8.677902	9.423795	7.88177	9.474877	9.536858	7.990951	9.363212	7.491769	9.321468	7.862665	7.897292	9.028728	7.385767	7.881353	8.334845	9.781013	9.322454	9.619806	6.907902	9.180403	8.240773	8.068039	9.278344	7.644544	8.693472	9.59009	7.822981	8.051499	9.657566	7.925742	8.592041	8.681408	8.958869	6.927852	7.580389	8.689239	9.557497	10.80044	9.448077	8.206016	9.041648	7.883531	7.774738	7.546517	9.005144	8.314341	7.767296	7.882325	7.896536	8.916272	7.97797	7.348566	7.786364	7.707628	7.834881	8.486028	8.072477	8.339429	7.562912	8.338409	8.83474	7.765971	9.170114	9.368606	6.895223	7.95424	8.632965	10.42712	10.04062	10.50146	8.48634	8.804821	9.129098	8.828926	8.523247	9.323847	8.765872	9.510567	8.711289	8.313158	9.356976	8.246768	7.89208	9.40651	10.36293	8.383908	8.853467	7.709936	8.798843	8.376474	7.929331	7.998355	8.275731	9.27155	8.548769	8.569465	9.67254	8.75829	9.013029	9.208807	10.22609	9.563813	10.67801	7.742162	9.500294	8.127798	9.64329	7.805402	7.752238	8.053938	8.688245	8.411223	8.25423	7.742379	9.293424	9.582972	8.675076	8.795605	7.434397	7.042742	8.603288	7.633908	9.168411	7.648	7.719292	8.720214	8.834449	9.804924	9.385363	7.521999	9.760169	9.030375	9.069135	10.17708	7.707857	8.458894	7.776225	8.698081	8.22497	7.911983	7.574237	8.701006	8.347249	8.561243	7.679061	7.929761	7.5158	9.094485	11.14668	8.356412	9.777086	7.371884	10.84126	11.93072	8.578807	7.931956	10.5549	7.930438	8.843612	10.24838	9.128307	8.744869	10.13198	9.646502	7.713406	10.59611	7.865154	7.673809	9.164846	8.173121	11.08184	9.762329	9.789499	11.19124	11.78025	8.826495	7.976493	9.531117	8.016813	7.587725	10.54359	7.889328	9.283823	10.14347	6.39909	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GSM547267.CEL	10.19562	8.761829	7.902183	8.609243	8.050571	8.95059	7.668165	10.39508	8.702934	8.242339	9.26109	8.885596	11.92511	10.70802	9.543225	7.921118	8.620619	10.28592	7.649504	8.102636	7.780532	7.517538	7.610032	7.971766	9.810648	8.536213	8.856358	7.4199	9.989204	8.946207	7.367306	8.107616	8.363491	10.4763	7.977785	7.98035	8.339125	7.445396	7.272803	7.682087	7.541876	7.769325	11.63164	7.416995	7.416136	8.300786	11.47	9.40747	7.866868	8.668228	10.56022	7.658872	8.407843	8.669698	7.258915	8.658383	8.26341	11.79812	10.25667	7.587388	8.88647	8.525995	11.31055	8.158788	11.59137	10.683	8.750036	7.158766	7.855829	9.086038	9.25025	8.509502	9.435163	7.632176	7.651479	8.946938	9.064192	10.14595	7.915682	8.105168	7.932128	7.301747	7.64801	8.343374	8.599348	7.736438	9.029963	7.595921	9.857773	7.38884	7.612897	8.463643	9.099927	9.286789	8.992432	9.735396	11.10766	10.80266	8.652966	9.391963	7.147822	8.501075	9.150795	7.861115	7.731094	8.31228	9.829342	7.757537	8.60536	7.070629	9.535862	8.910724	7.323225	10.56777	7.520325	9.571651	8.494214	7.894903	7.846275	9.420705	9.536138	8.597235	8.649302	8.441387	7.902003	8.432881	8.307716	8.494806	8.407421	10.80216	9.645659	8.337967	8.386274	8.496897	7.190532	9.447809	8.983055	8.810732	8.061619	8.278001	8.606542	10.36164	9.054822	10.80668	9.811799	7.5428	9.40393	9.687096	8.217232	8.278409	11.67788	8.771023	9.232292	9.059359	7.726869	8.159332	9.603867	9.894827	9.263418	7.80574	9.240941	8.64052	8.319426	7.936742	8.421334	9.15859	7.716655	8.480711	8.379856	8.681369	9.251827	7.441419	9.444109	7.900953	7.046073	8.65986	8.353216	10.74088	8.450527	10.57222	8.231399	10.22777	8.836579	10.99164	8.390778	9.137671	12.4908	7.807843	8.67638	8.180727	8.987232	9.899085	7.886077	7.62746	9.399238	5.581876	7.394592	8.541863	7.977615	8.898935	7.76612	8.614373	7.221066	7.801599	8.109448	8.986027	9.870888	7.810265	8.201931	7.840463	7.425435	7.892136	7.862707	7.963577	8.173313	10.26065	7.78435	8.538193	7.700579	8.634311	8.11168	10.47751	8.111559	8.407311	9.89595	8.127359	10.43041	9.980541	7.878458	7.821232	7.373654	11.46054	9.510139	8.417294	7.698003	8.413271	9.043086	8.284129	7.256219	7.376598	10.87025	7.912966	8.200864	7.27297	8.845359	10.24826	8.741486	8.862535	7.992655	7.652042	9.837106	7.837559	7.997541	8.23799	8.526003	12.56235	8.830107	8.147897	10.55411	10.23175	8.095832	10.53162	10.33683	8.506593	8.36349	7.684377	11.25282	10.02717	9.389457	7.297788	8.087971	8.208649	7.281159	9.569036	12.93521	9.454481	11.32576	11.41449	9.013421	8.979564	7.50101	9.4549	9.351985	9.40916	8.862002	8.605545	7.656879	8.047602	7.99553	8.796593	8.576038	7.253305	7.879236	8.813253	10.45576	8.986372	7.853149	8.451928	9.160161	7.704654	8.541465	7.678672	8.199964	7.958971	10.10503	7.98469	8.585215	7.738393	9.580854	7.968748	8.645879	7.256921	10.25477	7.9715	9.139048	8.127666	8.274633	7.922748	8.324799	9.098961	7.695074	12.35589	10.32805	8.525158	8.241725	8.604465	10.45307	8.330951	7.793746	7.919424	8.791079	9.659821	8.447175	10.39116	9.691002	8.164742	10.3887	7.713851	8.343311	9.153547	6.660224	8.757351	9.769345	9.85515	7.34582	7.519641	8.140953	8.273185	7.861115	7.440886	12.14131	9.573344	6.863583	8.239445	7.853087	8.924882	8.682976	7.174862	8.206053	7.959359	7.164226	9.549612	8.332201	7.417623	7.641997	9.419096	8.131559	8.922532	9.461817	7.239471	9.723989	8.235816	8.908069	9.605929	9.441811	9.554997	8.03944	8.891337	7.467141	10.11017	8.666843	8.440053	9.273295	7.668871	9.16071	7.542895	7.171522	8.93613	7.851289	7.862678	8.091911	9.706238	9.40528	9.641331	7.321351	8.759225	8.429035	8.058091	8.357417	7.508148	8.520441	8.696254	7.43391	7.917234	8.926733	8.01735	8.345683	7.902875	9.370392	8.005691	8.167861	8.055112	10.18779	10.86844	8.748561	7.915913	8.565709	8.197611	8.384838	7.261351	8.662391	7.847387	8.847575	7.591976	8.079473	7.799014	9.099624	7.387316	7.709801	7.436153	7.944173	8.449229	8.228327	8.913507	7.755154	8.593845	8.537432	7.942129	8.929158	8.365693	6.735764	8.885279	7.36065	9.996983	9.907475	10.60026	8.579626	9.118093	8.920817	8.684941	7.906452	8.404274	8.220179	9.740473	8.509112	8.179869	9.411655	7.966195	8.50531	9.280478	8.96368	7.844728	8.812706	7.938151	8.06067	7.796983	7.734461	8.313665	8.265941	9.182608	8.599665	7.719632	9.480896	8.159389	8.729375	9.32997	10.23509	9.749038	10.44921	8.246007	9.397442	8.04798	10.82495	8.045095	7.899892	8.260093	8.559136	8.38666	8.936505	8.155002	8.889876	9.520836	8.180467	8.73775	7.212276	7.241333	8.385433	8.173698	9.337914	8.144915	7.487634	8.461722	7.931052	9.691011	9.085016	7.244856	10.22047	8.537436	8.139655	9.563089	7.431498	8.243491	7.498045	8.62725	8.099549	8.459299	8.173829	7.983849	8.781628	8.002812	7.656682	7.985664	7.706335	8.577849	12.31512	9.337058	10.09013	7.647001	10.97124	12.0466	8.089747	7.208363	10.75379	7.50632	9.053376	10.66933	9.204215	8.004054	9.837547	9.465479	8.132077	10.74204	7.579322	7.852541	9.15167	8.030764	11.38086	8.910828	10.10864	11.15142	11.57946	8.713497	8.040749	10.18557	7.300858	7.471812	10.55396	7.70494	9.792357	9.547589	8.026912	8.1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3	8.784905	10.74237	8.211651	8.806793	9.595889	10.43469	9.187431	9.191297	9.340279	10.4974	7.963104	8.263787	8.812022	7.668243	7.990728	8.448084	7.625364	7.195898	8.584309	8.456655	7.562344	7.755201	8.382305	7.753868	9.543353	7.026177	10.23997	9.034659	7.718733	8.015296	8.497786	8.858789	7.692495	7.685574	7.02087	8.339168	7.933932	8.709118	8.353998	9.05093	10.05616	10.97209	8.783291	9.885631	9.233178	8.83466	8.736249	8.50355	9.474874	8.27508	9.271094	7.734499	10.56079	8.211303	8.530229	7.473398	8.304387	7.823087	9.324882	11.84568	7.648252	7.446105	8.13681	10.84134	9.019497	9.433234	12.3441	11.20767	9.334659	8.955468	8.273102	8.306449	7.883946	7.854033	8.222724	7.409082	9.071924	9.990601	10.40604	9.242364	9.092893	11.11922	7.54659	7.031022	8.215946	8.296909	9.765242	7.955618	9.615163	7.967925	7.417421	9.662055	8.590928	10.35323	8.407701	9.675795	7.89199	7.272996	9.221591	7.594682	9.968629	9.371101	8.022277	7.335816	7.750704	8.203112	8.46827	8.131113	8.173535	8.001698	7.81819	8.403808	9.042585	8.4256	9.402217	8.8385	10.34272	10.59989	8.474817	9.937802	9.0219	8.925686	8.453037	10.18534	10.79432	10.01238	8.300152	8.144119	8.092864	7.872424	8.508828	8.492973	7.817688	10.11453	9.528727	9.706433	7.713434	7.651544	7.776433	7.681832	9.438241	9.030758	8.592141	7.746658	8.701561	7.854707	8.313122	8.85305	8.984948	8.448721	7.561503	9.763931	8.020273	8.110084	7.543999	7.920687	8.182448	8.193685	8.743425	8.490007	7.416561	7.636869	9.040335	8.932314	8.848865	7.288385	7.274735	10.95361	8.90482	8.138837	8.180599	7.816868	8.150616	10.80383	7.635514	8.270764	7.756241	7.403755	7.781652	8.018733	8.852578	9.25173	8.566069	8.697784	7.830674	9.051804	8.938305	8.126544	10.83667	8.666007	7.841578	11.42381	9.279893	9.483886	8.956143	8.541374	8.952901	8.081931	8.533867	7.694862	8.369954	7.924666	7.446981	8.176172	9.134711	8.328712	8.225168	7.87596	9.309023	7.769459	8.849674	8.477839	8.00423	9.922517	7.437373	8.461571	7.370069	9.013321	9.114881	9.270796	6.998725	8.849741	8.932937	8.830546	8.173861	7.937933	7.705177	9.498961	8.00378	7.737332	7.622601	7.641848	9.050798	7.994054	8.20524	8.44327	7.169475	8.125509	8.650137	10.15908	10.11564	8.753673	8.230721	8.41904	11.11094	7.855812	7.9135	8.257304	8.783534	7.782786	9.081171	8.417908	8.71142	7.401257	9.921889	9.633748	7.344025	7.780621	7.775116	8.668974	7.110802	7.788026	8.130592	8.311433	8.594177	9.1428	7.58185	8.907826	7.628832	8.754148	7.730083	9.796486	8.9185	7.921861	7.599032	8.980466	9.393608	7.809681	9.263234	10.76627	8.512896	7.542709	7.998214	9.366088	10.113	10.61413	7.761328	8.209509	7.615467	8.312248	8.904926	9.694767	7.518564	7.156213	8.127162	8.967458	7.815084	9.474127	8.509303	7.345552	8.090468	7.198938	8.805551	7.592292	7.909092	7.767285	10.04491	8.702049	9.326837	7.833139	10.9396	8.124807	7.106808	8.013755	8.311489	7.487648	10.00468	8.289708	8.592069	7.36748	8.268671	7.516321	8.62578	8.370512	7.285658	7.92595	7.675817	7.856083	9.226093	8.33161	8.988799	8.768269	12.61554	8.033812	8.025972	7.904356	9.499283	8.809816	9.393831	9.833112	7.40029	7.779921	8.49162	8.006003	8.24048	8.805651	7.838374	7.706294	8.339731	7.921238	7.486473	8.966814	8.089793	8.346742	8.193824	7.958112	7.422984	7.884771	8.488109	8.049248	8.801645	7.858129	8.832198	7.689188	9.205037	8.018122	7.246732	7.346986	11.02608	7.783427	8.763572	7.444977	7.581659	8.092045	9.108155	7.825588	8.493228	9.609749	7.621838	8.288987	7.619048	8.348089	8.360086	8.376624	7.887328	7.869035	7.394588	8.284725	7.476188	7.600795	8.915223	8.74415	8.451667	7.903626	8.553728	9.033892	9.513749	9.93006	7.988237	8.659358	8.128811	9.181694	8.762496	7.91949	8.177608	7.760819	8.493825	8.555065	7.156472	7.355159	7.961655	7.693944	8.005903	8.336372	9.358236	7.8687	8.181749	8.431168	7.556154	8.382536	7.665264	9.247545	8.435933	8.190081	7.994955	8.111368	8.23723	8.748708	7.894368	7.400624	8.756267	7.179913	7.786297	8.735687	7.586007	7.841639	8.00067	8.016327	7.998753	7.806439	7.384596	7.840463	7.828359	8.602579	7.37321	7.371313	8.262258	7.41607	8.407475	7.566505	7.164962	8.723053	8.133595	8.166487	7.492484	7.657015	7.630338	7.857133	7.856857	9.039116	8.042156	8.17646	7.59303	10.38831	8.158142	7.934269	7.827098	7.574907	8.247027	8.633919	8.222796	7.25305	7.474057	7.827802	8.325278	7.782921	7.785136	8.753246	8.812976	7.623236	8.006972	7.491094	7.506962	7.409229	8.211767	7.837972	8.746128	7.777964	7.663893	8.411862	8.857126	7.293166	7.937638	7.29583	7.308458	8.370672	9.634345	9.116829	7.564638	7.473697	8.097898	9.101498	10.32346	7.431175	normal
GSM547269.CEL	10.44852	8.034617	6.956109	8.887418	7.662214	8.878638	7.482051	10.34692	8.615076	8.740367	9.661002	9.141467	12.92232	10.74028	9.699687	8.020177	9.003315	11.50161	7.564399	7.734293	7.667381	7.93569	7.837058	8.586502	9.903242	8.8583	8.94415	7.613456	10.21378	9.791846	7.743106	8.502988	8.80176	10.73415	7.491179	8.34413	9.003521	7.298053	7.695247	7.943844	8.005104	6.895441	12.03741	8.01033	6.975266	8.598035	10.99906	9.478375	8.335571	8.669047	11.12832	7.563812	8.633206	8.631099	7.459015	8.257009	7.7994	11.68366	11.36332	7.655951	9.127481	8.602791	11.12881	8.425679	11.79784	11.25065	9.080159	7.401013	8.11474	9.294852	9.785971	8.370103	9.204393	7.516035	8.62093	8.397836	9.252308	11.04584	8.328733	8.611779	7.372543	7.866341	7.622952	8.72339	8.740816	8.086821	7.054057	7.825054	9.478086	7.197009	7.445024	8.297444	8.196451	8.09407	7.842742	10.27081	11.03426	10.93587	8.797283	9.325076	7.340533	8.666815	10.21456	7.191624	8.095044	9.005104	10.13967	7.512411	8.113525	7.30434	10.18985	9.26277	7.998746	11.18618	11.0065	9.342101	9.147087	7.670335	8.68237	9.465629	9.966197	7.916987	7.725342	7.779117	7.241497	7.907602	7.498001	8.419135	8.50272	11.6453	10.24986	9.959492	10.56525	9.343574	7.563898	9.014128	9.264957	8.891135	8.700225	8.484815	8.578293	10.78775	9.517211	10.17496	9.87407	6.833919	8.271945	9.441121	9.067079	10.0843	11.82119	9.061514	8.923583	9.144928	7.912924	7.968901	9.536821	9.685135	9.084745	7.742051	9.014164	7.596724	8.662514	8.085618	8.603003	9.495733	8.713721	9.061112	8.305866	8.810077	9.86696	7.809059	10.03729	8.282905	7.474739	8.947091	8.430438	11.02669	10.19994	10.73621	8.902946	11.36759	8.896053	11.19439	8.748708	8.943486	11.3217	8.69352	8.485246	8.671486	9.285486	10.36159	8.377216	7.905832	11.28833	6.868755	7.87155	8.391081	7.597127	8.320626	8.820082	8.322858	7.964964	7.99484	8.486358	8.541624	10.12681	8.280476	6.722526	7.345461	7.430851	7.736808	8.368108	7.858711	7.556859	9.919127	7.920768	9.189	7.625234	9.728868	7.774088	10.61524	7.833657	8.042914	10.3493	8.770144	10.59862	10.43595	7.630012	8.755972	7.195078	12.0708	10.37806	8.345092	7.51641	8.992713	10.04492	8.373945	8.17955	8.147683	10.8562	8.199948	8.610814	7.338423	9.135019	9.922512	9.08229	9.7048	7.700423	7.647129	9.771828	8.381362	8.400217	9.520056	7.398747	11.8321	7.729827	7.190154	10.28075	8.89673	7.050804	9.980703	10.13013	7.144483	8.122214	7.129864	11.65971	9.004009	9.353984	7.413392	8.528805	9.610581	6.92531	9.597781	12.78742	9.552401	11.44989	11.96759	9.584068	9.059097	7.904112	9.388496	9.32308	9.009514	8.852812	8.704904	7.422182	7.64464	7.598998	8.955022	8.927737	7.490208	8.136274	9.659231	10.87249	9.278002	8.344262	8.507009	9.62214	7.101056	9.497285	8.035374	8.064719	7.297448	9.909938	8.208307	8.578628	7.559323	9.388145	8.462698	9.074291	7.871375	9.87437	7.519392	9.261867	7.906709	8.072781	7.973229	9.343813	8.617177	8.250658	11.75288	10.19949	7.71298	9.590716	8.989862	10.09097	8.663146	8.006386	7.638126	8.386382	9.506458	7.799606	10.03774	10.33986	8.980065	10.78915	8.782414	9.134768	9.248748	8.490576	9.150962	10.73257	9.262524	8.752329	8.373154	8.113173	8.524889	7.679767	7.519464	13.36213	9.350922	7.882746	8.262874	8.64007	9.404093	9.015489	8.375843	9.218109	8.406381	7.983077	9.468838	8.891025	8.925033	7.476338	10.40675	8.237384	9.024847	10.20405	8.319404	9.702909	9.159566	9.178241	9.439948	9.739305	9.5392	8.880701	9.090743	7.645046	9.622324	9.286608	7.981648	8.881228	7.098749	9.492014	8.278423	7.866204	9.155824	7.714471	8.301558	8.681918	9.502022	9.012881	9.801317	7.704084	9.460657	8.61575	8.592286	9.12034	8.339793	8.693313	7.78095	7.727474	7.511772	9.657064	7.703962	8.370095	8.664421	8.82066	7.328518	7.910581	8.654312	9.801447	10.64497	8.707935	8.678433	8.956177	8.167114	7.974714	7.459925	8.03011	8.197198	9.828705	8.006265	7.756461	7.269185	8.168289	6.435745	7.815229	8.12416	7.849229	8.791751	8.591905	8.8095	7.863676	8.384455	8.819564	8.310433	9.170764	9.477106	6.881397	8.775	8.715771	10.09945	9.642057	10.50198	8.550223	9.033881	9.20176	9.889824	8.264553	9.164831	9.422419	9.816223	8.43496	8.357232	9.528385	8.039386	8.638136	9.586726	10.31335	8.395741	8.617303	7.481298	8.430093	8.251598	8.111174	6.873368	8.286737	9.171632	8.777551	9.112378	9.829598	8.930354	8.878199	9.265693	10.25051	9.626852	10.87099	8.227053	9.892816	7.893608	8.887499	7.533919	7.830568	7.926124	8.508335	8.532949	8.710982	7.566806	9.383038	9.674923	8.537429	8.954731	7.836897	7.459141	8.603943	7.449537	9.370757	8.302927	7.56658	8.943732	8.927429	9.675099	10.25993	7.448756	9.915069	9.181212	9.225401	10.09138	7.979071	8.083611	7.737086	8.319953	8.0257	8.579318	7.870729	8.274358	8.780993	8.888629	7.93618	7.784994	7.861405	9.370837	11.35359	8.456379	10.71885	7.36942	11.50148	12.23069	8.297176	8.117068	11.11404	7.973437	8.273408	10.26485	8.973948	8.678791	10.15312	9.5573	6.883992	10.68798	7.644198	7.94655	9.312136	8.211689	11.45105	9.704483	10.08889	12.06453	12.17591	8.505837	8.364549	10.29369	7.586236	7.592153	10.24115	8.410892	9.663815	10.93508	8.107699	8.5859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GSM547270.CEL	10.7409	8.364702	7.394919	9.174608	8.022945	8.827543	9.131155	10.56438	8.950858	8.860209	10.51819	9.792429	13.15933	11.30692	9.193385	8.349236	8.854304	11.9948	7.418998	8.448171	7.604264	7.576351	8.055091	8.50232	9.900654	8.854956	9.25654	7.771453	10.24887	9.044617	7.719844	8.6606	9.206008	11.03812	8.474578	8.638037	10.663	7.570592	7.854017	8.116477	8.407163	7.620016	11.50133	7.767881	7.649031	9.019435	11.52342	9.904679	7.974775	9.44688	11.13694	8.316052	8.826973	8.9726	7.836033	9.02453	7.615086	11.81639	11.15202	8.016028	9.775056	9.274324	11.4213	8.145065	12.32116	11.25462	9.273458	7.535892	7.408498	9.803465	9.84811	8.834839	9.611251	7.832952	8.559251	9.123024	9.438697	10.38325	8.053254	8.710938	8.942593	7.741055	8.057833	8.791581	8.633412	8.471096	6.808996	7.477176	10.00648	7.780622	8.302173	8.780645	8.14506	8.334453	6.854625	10.34171	11.02962	10.94432	9.48896	10.08966	7.898253	9.743906	10.15648	7.482294	7.414702	9.674458	10.02858	8.202174	9.051134	7.132633	8.076187	9.525096	7.518298	11.32243	9.567602	9.573045	9.230255	7.188525	8.117132	9.658585	10.09067	8.232332	8.30891	8.269664	7.541877	8.271222	8.194861	8.451093	8.907477	11.67754	10.07635	9.46009	10.88872	9.914015	8.128031	10.06707	8.669159	8.689584	8.223213	9.218303	8.616162	11.00786	9.483993	10.36565	9.855256	7.665502	8.832144	10.24232	8.220913	8.23165	11.69408	9.534431	8.549443	9.080126	7.694659	8.683497	9.320817	10.00798	9.862985	7.796357	8.940066	8.20513	9.105544	7.940913	9.357924	9.988661	8.869063	8.597709	8.5894	9.167811	10.11639	7.9052	10.31046	8.025118	8.185003	8.965821	8.739679	10.47784	9.791338	10.13758	7.958509	11.14611	9.118266	11.36751	9.212468	9.255412	11.75951	8.432117	8.248126	8.655216	9.236835	9.774253	7.774688	8.172195	12.04563	8.112921	7.753361	8.747432	7.585181	8.878675	8.192662	8.781984	8.199449	8.346885	8.688315	8.701619	10.55955	8.205395	6.89396	8.016844	7.512856	8.092935	8.443266	8.341268	7.456749	10.12196	7.553338	8.829266	8.005592	10.08393	7.216077	10.47823	7.845437	8.347306	10.50075	9.509332	10.90763	10.61855	7.882732	8.928656	8.73965	11.02136	9.776205	8.694849	8.200115	8.283356	10.09851	9.032515	8.311635	8.499156	10.84828	8.287616	8.599555	7.7199	9.157899	10.47862	9.283291	9.665536	7.806841	7.542769	10.25666	7.474587	8.302255	8.751851	8.552282	12.10371	8.12896	7.685453	10.79442	9.645587	7.213955	10.13019	10.28868	7.432189	8.99392	8.0808	11.60411	9.278346	9.164948	7.7052	8.471788	10.13936	8.026855	10.44452	13.00094	9.360651	11.60967	11.21768	9.981866	9.08358	8.403916	9.587257	9.392123	10.52748	9.369201	9.332711	8.008424	7.168388	7.579875	8.88845	9.077574	7.494744	8.243234	8.836001	10.29083	8.012535	8.745602	7.959737	9.565469	7.582203	8.922206	7.75427	7.77955	7.496755	10.10108	7.076272	8.777955	8.188565	9.087497	8.03892	8.830896	8.311234	10.1878	7.333467	8.50977	7.239161	8.377994	7.301339	8.752573	7.482088	8.165949	12.20567	9.518337	9.377106	9.132031	8.672032	10.45288	8.675264	7.923998	7.102568	9.151615	10.51075	8.349779	10.71687	9.572552	8.761756	10.77123	8.01144	9.541632	7.546812	8.724548	8.838565	11.0623	9.546326	7.885823	8.843065	8.899137	9.044188	7.412333	7.861183	13.33786	10.144	7.951109	8.385166	7.645441	9.332365	9.528514	7.876915	9.178492	8.460479	7.645862	9.940059	8.793913	8.578564	7.450901	9.935962	8.884615	9.243308	10.40215	8.211231	9.704581	9.355182	9.360158	9.916403	10.20176	10.1933	8.779606	9.143318	8.187053	9.769425	9.446616	8.130998	9.583823	7.844387	9.325462	8.42998	7.511119	9.597683	7.667104	8.28288	9.685827	9.88876	9.667526	9.89219	7.482279	9.145402	8.59112	8.241194	9.300979	8.670594	8.918535	9.645532	8.31481	7.933852	9.650598	7.795678	8.857075	9.207609	9.578128	7.322933	8.068849	9.143223	9.589205	11.5155	9.313922	8.864237	8.475672	8.335723	7.632	7.383214	8.873161	8.316951	7.636191	8.076842	7.727015	7.729555	9.086237	7.18861	7.402712	8.431451	7.731263	8.292591	8.442504	8.72938	8.219706	8.840336	8.724348	7.710159	9.075231	9.011982	7.734304	8.522695	8.566167	10.86021	10.09183	11.17118	8.470656	8.711681	8.988727	9.403403	8.507049	9.316187	9.109874	9.518733	8.789824	8.409121	9.640524	8.133456	8.2238	9.69519	10.77103	8.161916	9.097053	7.939762	8.64445	8.947571	8.32061	7.072776	8.180473	9.840551	8.766694	8.425946	9.823341	8.450861	8.62037	8.675148	9.938374	9.795721	10.41443	8.821487	9.498511	8.580637	9.237527	7.883976	7.797077	7.993344	9.023899	8.483023	8.890905	7.949852	9.550244	9.511688	8.373564	9.358237	7.937409	7.717285	9.023196	8.002397	9.651904	8.023694	7.855013	9.177898	9.26665	10.11698	10.03359	7.41401	9.942916	8.850941	9.226279	10.06155	7.824676	8.15997	8.061604	8.634862	8.120663	8.256576	7.958356	8.384545	8.63818	8.615947	8.178742	7.585832	8.162516	7.85289	11.32913	8.475747	10.08805	7.705165	10.69543	11.89842	8.458735	8.410384	10.74899	7.619634	8.775274	9.555451	8.947934	8.833575	10.08547	9.986066	6.655013	10.32803	7.98893	6.894014	8.817491	7.792376	10.95173	9.015842	8.814037	11.22817	11.38188	9.091551	8.182393	9.476456	8.011181	7.447039	10.3561	8.149995	9.624848	10.15596	7.61261	8.800305	10.97659	8.225044	8.86036	9.163128	10.51105	9.653691	9.673472	8.810692	10.19606	8.454182	8.103093	9.046714	8.33455	8.233076	8.884929	7.500229	7.890535	8.811031	8.535332	7.793944	7.936201	8.798707	7.676504	9.109957	7.404271	10.02678	8.765384	7.935442	7.71784	8.497296	8.599897	8.14339	7.934379	7.449938	8.81116	7.768444	8.863199	8.564798	9.121567	10.11077	10.97451	8.930485	9.599594	9.55914	8.788304	8.796745	8.610427	10.02119	8.234981	8.746361	7.299376	9.281777	8.642107	8.515175	7.397394	8.727684	8.370163	9.235853	11.76435	7.825577	7.865372	8.400698	11.33085	9.330291	9.881299	12.74818	11.46942	11.21095	9.404778	8.007701	8.453673	7.677049	8.616641	8.271048	7.694706	9.0075	10.55565	9.675524	9.611788	9.592778	11.32747	8.111562	7.361132	8.898446	8.259746	9.766038	7.931182	10.08329	8.012524	7.449695	9.992073	8.429302	10.59492	8.205156	9.493816	9.556407	8.146062	8.915699	7.805546	10.26407	9.104635	8.261246	7.697175	8.094771	8.571395	8.927134	7.716423	8.257174	7.754095	8.121479	8.938073	9.336498	8.465679	9.083536	8.881158	10.1364	10.48559	8.216175	10.03127	8.938218	9.026844	8.330324	10.41764	10.55037	10.07531	8.238882	8.554763	8.101219	8.282355	7.967932	8.759049	8.075713	10.26049	8.902754	10.19463	7.859784	7.932692	7.814881	8.148718	9.474034	9.09148	8.478126	8.068269	8.324919	7.539486	8.444658	8.862069	9.092162	8.749571	7.97572	10.42586	7.745051	8.029074	7.91664	7.696659	8.207924	8.361467	8.428248	8.865079	7.450126	8.787671	9.286632	8.725586	8.912767	7.587911	7.674338	10.89076	8.548076	8.643928	7.681971	8.103995	7.911944	10.74134	7.784545	8.13327	8.035615	7.449829	8.070726	8.028337	9.020291	9.433656	8.720128	9.124455	7.660578	8.92485	9.085126	8.77983	10.91571	8.38364	8.062066	11.0973	9.541118	10.00224	9.372453	9.048815	9.221896	8.133663	8.530192	8.193982	8.103999	8.292207	7.965233	8.015045	9.380185	8.848925	8.377979	8.409774	9.135256	7.852995	8.582508	8.838622	8.077699	9.18045	7.42412	8.653571	7.867129	8.99284	9.416895	9.618118	7.627584	9.063652	9.122182	8.676048	8.148085	7.374937	7.943778	9.415663	8.119436	7.575037	7.671207	8.312473	8.885341	8.445764	9.006452	8.062712	7.0914	8.618086	7.804963	10.05565	10.04722	8.67064	8.211782	8.967763	10.8331	7.735533	8.160219	9.294562	9.057941	7.728881	8.539871	8.149173	8.048881	7.976553	9.97736	9.63075	7.403922	7.811805	7.913741	8.426894	7.493842	8.290886	8.588347	8.213925	8.763648	8.912596	7.081335	8.829286	7.784695	9.561993	7.694793	9.836069	8.836473	8.082651	8.321181	9.149622	9.652887	7.813318	9.582555	10.37383	8.696264	7.649775	8.064962	9.131287	9.474484	10.46807	7.731982	8.452448	7.395386	8.120113	8.556826	9.524114	8.092548	7.530274	8.187844	9.116447	7.720389	9.871431	9.303674	7.417892	8.031348	7.326851	9.015505	7.860714	7.61146	7.486575	9.334805	9.535205	9.293794	8.304745	10.48229	8.074968	7.009819	8.322898	8.246208	7.773461	9.689432	7.857921	8.568261	7.268556	8.222339	7.933973	9.593093	8.988686	7.326943	8.324732	7.761229	8.221597	9.618624	8.286756	9.187259	8.627619	13.01229	8.625718	8.213968	7.926517	9.829358	8.937466	8.989815	9.836549	8.044383	8.475009	8.533387	8.416067	8.490899	9.227686	8.170388	7.58805	9.009535	7.932734	8.054487	9.243504	8.552763	8.788926	8.322356	7.725622	7.480154	7.994443	8.256266	7.701307	9.005565	8.347408	8.781712	8.05114	8.617905	7.998392	7.482238	7.794462	10.82172	7.481603	8.782077	7.516238	7.792109	7.924832	9.188376	8.214368	8.208109	9.964053	7.855123	7.943187	7.50527	8.372385	8.50297	8.603058	8.124689	7.569135	7.924109	8.043079	7.751072	7.902535	8.248794	8.154924	8.871336	8.291944	8.463753	9.051375	9.447811	9.621839	7.636803	8.767763	8.073403	9.435932	9.018335	8.178781	8.313478	7.611548	8.734507	8.360376	7.724531	7.38984	7.477217	7.74696	7.818139	7.972237	9.935886	7.767247	8.524647	8.762741	7.74237	7.369282	8.134207	9.23635	8.893715	8.306685	7.680748	8.440689	8.293827	8.119564	7.857321	7.79066	9.557198	7.912925	7.65497	8.848277	8.157399	7.953977	7.983979	8.624579	7.969978	7.690778	7.356574	7.661044	7.513546	9.217484	7.648546	7.585568	8.37076	7.767672	9.292606	7.826162	7.472791	8.516706	8.319664	7.702898	8.066786	7.713292	7.494254	7.753489	7.476513	8.908134	8.630518	8.535825	7.162384	9.748642	8.524482	8.999211	8.195198	7.535326	8.667708	9.084541	8.111682	7.652811	8.393997	7.872367	8.647387	9.314705	8.053804	8.51206	8.157057	8.446442	7.967087	8.312228	7.681061	7.284091	8.525528	8.178901	9.106968	7.826495	8.2361	8.109256	8.799296	7.534625	7.680063	7.198247	7.986192	8.670902	9.523062	9.338072	8.242612	8.081156	7.768765	8.973755	10.52545	8.172453	normal

head(KEGGprioritized.50varfiltered.data)

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GSM547266.CEL	10.68678	4.793783	8.046607	7.451752	7.296776	9.227718	8.033503	6.62264	7.909694	7.03788	9.418159	8.90009	7.762179	4.761923	6.538376	6.591307	6.026919	11.80051	4.068342	5.990362	3.70338	7.205077	5.10384	6.069181	7.249049	7.509807	9.226773	6.703465	6.466618	8.449099	6.755443	8.780133	4.901303	5.226086	5.975372	7.192433	7.759392	6.526166	11.28161	4.724126	7.504115	6.465472	7.521666	6.314364	5.16886	5.044115	7.986294	7.62551	7.567702	5.238509	8.97385	8.215952	5.42785	4.160007	3.878851	4.234453	4.361343	6.123052	8.244697	6.783984	5.979842	7.695571	7.053725	4.050449	7.835166	8.473172	9.892989	10.15414	6.164911	7.386163	8.421661	3.088721	7.767262	7.834886	4.695935	7.947569	6.386659	6.980278	6.317477	9.745539	8.226064	8.147067	8.522586	9.513713	8.782569	8.950196	6.704848	7.740111	7.486131	6.939914	4.165703	4.142293	6.353221	4.954333	4.247839	6.558982	1.758851	5.231308	4.625764	6.374933	5.520744	6.93394	5.367319	9.822389	8.963693	8.081522	6.391663	5.173541	8.748681	5.134202	6.098342	9.766194	8.959708	6.529552	8.249227	7.39399	3.938981	6.841122	4.69523	6.964417	9.82663	4.848858	9.11528	8.51541	8.416405	6.728087	8.761233	4.822575	5.510506	6.890903	5.27427	8.566781	7.460685	4.415258	6.368602	6.400749	8.218199	7.176669	8.757256	6.536406	10.23693	9.671751	10.60574	9.366752	6.506731	4.075657	9.422713	4.877707	4.599488	6.872198	7.843442	6.593511	4.207007	9.943524	9.664746	8.891206	5.215222	5.857924	5.496514	3.74319	5.553386	8.693334	4.184042	7.065632	4.223912	8.11078	5.261086	2.838187	5.550652	7.256218	8.520347	8.396165	5.127684	8.245795	5.762349	9.311785	6.441815	8.687178	5.539217	6.706084	8.703993	8.732608	6.493453	9.281204	8.508754	7.461639	4.870945	5.986156	4.909833	7.583445	6.747088	8.771709	10.44609	8.702358	10.38154	7.998581	5.00068	11.25257	8.048767	8.404364	3.640779	5.603912	7.725938	6.509064	6.442579	8.338569	3.054962	11.85418	7.890152	5.678866	6.167921	3.631001	5.800945	7.537598	6.282795	7.406714	8.65934	8.287724	4.052239	9.382786	7.272755	6.157484	6.94602	4.029692	7.925287	8.079159	2.885567	9.075635	10.08214	5.961837	6.889304	8.562221	5.747499	8.377233	4.679305	7.115909	4.427791	4.457447	8.587993	4.426267	7.00185	7.966816	6.848793	7.136515	5.641838	7.149191	7.339617	7.114374	3.299031	6.285103	5.639608	8.855148	7.782889	7.340773	10.10781	6.834504	8.117922	9.049865	10.43244	7.917088	5.835637	11.14493	7.565957	2.796444	5.623021	5.785234	5.028646	4.77419	6.133322	6.525121	5.422997	10.17366	6.727193	3.328889	8.347712	6.757717	5.719353	8.26329	5.050059	9.880928	8.123082	8.192376	9.088035	3.765076	7.560426	7.711685	5.521033	8.16398	7.146444	5.214376	8.282641	6.120424	8.413414	7.96922	7.046564	5.696815	10.93262	9.796362	7.691081	10.78933	4.773564	3.406555	7.42184	7.674411	11.653	7.024544	5.403876	6.568377	7.951195	9.980816	7.598746	11.76438	11.80635	7.588296	6.386735	8.496395	7.386123	9.209147	9.779071	4.491195	8.028913	6.514649	6.701491	6.367863	9.152522	4.054839	5.223275	5.247031	8.949246	9.644481	6.288688	7.050781	7.824281	5.893212	7.499836	7.839823	7.618137	8.472944	7.267636	8.166791	6.651296	6.785442	9.359758	7.88392	5.260779	6.475067	4.123863	7.718226	5.800602	6.94378	7.878857	8.520821	8.178279	7.806892	5.647561	9.833947	2.84525	8.177024	8.992842	4.680579	7.645711	8.916391	9.968123	5.920516	5.303196	9.961128	9.258367	8.929636	7.982662	6.67804	9.333505	6.718514	7.274667	8.456196	9.227976	10.95883	8.806214	7.886698	4.012231	6.388986	7.606849	8.253551	5.737327	5.622448	5.840083	7.438724	4.768939	4.559028	7.764968	7.25582	7.43824	6.784744	6.514831	7.888356	9.055118	9.083106	5.63359	4.822174	7.689918	7.564368	9.440129	8.960372	7.491121	4.504034	10.24985	5.944109	8.673336	9.059497	9.238335	7.292999	8.677902	4.780225	9.363212	9.321468	4.751248	5.956461	6.506533	6.299423	7.385767	8.334845	9.781013	5.191085	6.907902	3.946475	6.011709	7.644544	4.326444	9.59009	7.822981	6.515379	8.051499	5.450452	6.377806	6.988896	8.681408	6.927852	7.518171	5.466115	9.557497	5.792676	3.460002	9.448077	7.020723	4.864578	4.489809	9.041648	6.907316	6.784466	7.883531	7.463448	6.243404	9.005144	7.146957	7.890816	7.767296	7.882325	5.574677	6.275639	8.916272	7.97797	7.348566	7.834881	5.501497	6.841552	8.339429	7.765971	9.368606	6.895223	7.95424	7.480838	8.632965	5.134421	3.417756	5.630628	6.013122	8.804821	5.193211	8.828926	9.323847	5.392957	8.765872	7.931261	6.593907	6.006281	7.89208	10.36293	6.391687	8.383908	7.133713	8.376474	5.128265	7.998355	7.073881	5.239329	4.751151	8.548769	6.2898	8.569465	9.67254	8.75829	9.013029	9.208807	6.381566	7.742162	8.127798	9.64329	7.752238	8.25423	6.209465	7.434397	8.603288	7.633908	9.385363	7.521999	8.458894	7.776225	7.911983	7.574237	8.701006	3.710953	8.347249	5.310591	4.658983	6.92005	7.5158	6.480555	9.094485	5.75976	8.356412	5.810913	9.777086	10.84126	6.830509	5.794929	8.578807	10.5549	6.180453	8.843612	5.942667	4.030451	9.128307	7.713406	6.564021	2.597912	5.96082	5.866644	6.606079	4.686199	7.673809	5.972135	11.08184	6.579665	9.789499	11.19124	11.78025	7.976493	9.531117	5.149434	10.54359	7.889328	10.14347	6.39909	8.701409	8.593426	6.962482	4.365456	9.101595	9.620899	7.572218	8.287784	5.040517	8.24983	7.601751	7.690592	6.233675	7.998634	6.305157	4.638856	5.062274	7.796072	9.184344	5.889846	7.565233	10.53916	8.075997	7.401974	7.507039	7.581405	5.893089	8.836851	6.129343	7.412984	7.663964	8.413151	9.811193	8.392783	9.412252	3.397452	5.790113	8.817865	8.342225	4.56402	4.163902	5.597372	8.441866	7.154926	8.851842	7.526308	6.67638	9.766415	8.324428	8.047186	5.415606	7.016874	5.922677	5.077681	5.902002	4.754688	8.136528	5.847217	3.853753	9.551434	4.965749	7.245882	11.98834	8.355289	10.55419	8.635322	9.959611	4.482146	5.107549	13.14201	11.85415	10.30082	7.563528	8.200747	5.260392	6.194933	3.918942	9.429215	9.780613	9.85372	3.402262	2.584509	3.279362	9.373283	5.897567	8.334405	6.939355	8.663068	5.318621	9.625381	9.80435	4.88267	8.281897	6.387531	10.25131	7.883686	6.159805	9.465813	7.807	8.270163	6.027928	6.850803	7.640579	10.09191	9.453276	5.792862	6.932942	5.491771	8.131497	7.260278	7.946002	6.077432	4.633959	6.31708	5.944987	5.535509	6.887901	7.427747	6.819901	6.354258	8.932921	8.156856	10.51245	6.793476	8.447931	9.657631	6.183679	6.406345	4.876325	5.927561	10.44788	9.582083	7.847337	6.017685	7.608324	1.643581	3.897458	4.300901	7.736141	8.887052	6.3355	9.00361	5.613433	2.41384	7.241115	9.549767	7.921987	7.269804	8.22586	6.272686	8.375415	7.012216	4.746128	8.289846	5.974142	7.076765	8.21826	6.656553	8.334064	6.465657	5.28748	8.719148	5.43873	11.09381	8.758617	5.251363	7.082352	7.316397	6.901527	7.815207	10.3134	6.41994	6.065905	8.095825	6.858546	7.8232	6.305538	6.164353	6.706366	7.804754	6.069262	5.734916	8.353383	8.696	8.083644	10.84285	9.221753	5.878522	6.582555	8.498389	7.357891	7.984245	6.037378	6.715479	5.645885	6.871505	3.613776	4.025798	1.905948	9.493298	8.522589	9.860884	7.302629	6.85969	6.878234	7.894144	8.990956	5.782563	6.170026	7.2879	7.111471	6.897065	8.016738	5.901848	5.106235	7.380481	7.994186	6.75035	7.608574	7.758213	7.053567	6.912827	7.992212	5.583708	5.789801	8.264543	8.032119	7.707711	7.086045	8.470641	8.037382	5.904307	5.383178	6.498412	10.02261	7.060973	9.504116	6.475716	8.650161	6.554272	3.74281	7.612353	4.528385	8.798506	6.427978	6.889954	8.892815	6.87289	7.31773	5.281012	5.414412	8.828322	10.06631	7.697243	8.933962	9.413827	8.653016	8.070402	7.019703	9.583792	4.341093	7.422571	6.611426	8.439318	8.444097	7.731203	6.082672	7.595969	8.724516	6.585843	5.80343	6.867606	6.825219	5.587614	8.93022	9.681388	5.517454	4.886843	7.170742	7.078861	5.141802	8.133303	7.6322	6.921431	7.496878	6.082576	6.795331	4.316857	6.816984	7.285188	8.062983	9.233502	8.089641	6.472369	6.894906	8.099039	7.65742	6.506112	3.849626	6.79262	3.478417	7.376814	4.523094	9.513409	7.252182	6.775262	8.09228	7.938522	8.548407	6.242078	8.657645	7.486498	8.760454	6.106527	7.726094	5.273326	7.140388	7.937988	7.180983	7.989061	8.63309	7.659312	7.691583	8.903053	7.851968	6.345927	7.247162	8.533869	8.312386	7.540796	9.123489	4.892871	6.115172	5.660586	7.020076	5.462266	7.549432	5.299422	9.557986	8.092332	7.421605	6.878422	7.129002	3.728746	5.748235	6.800443	5.266339	5.647054	6.79644	7.462644	7.711409	7.940745	7.889689	6.62935	7.777233	8.466281	6.500302	5.338711	5.188113	7.372336	8.216515	8.82202	8.807833	3.77545	3.979743	5.19306	6.368787	6.509999	4.812652	8.118455	6.188082	4.338939	6.736293	7.476839	7.180431	7.630222	6.110153	6.847882	4.062457	7.008262	5.165964	7.626385	4.452594	6.057978	8.58294	7.760515	4.571008	5.604198	7.133918	6.869095	5.101695	6.791282	6.406405	7.751344	8.890908	7.73641	6.077213	7.735735	6.509574	7.397811	6.223823	7.570952	8.995613	6.791949	4.518917	7.60567	7.739521	7.082955	7.342908	8.580446	8.572932	4.95924	5.76675	6.161232	7.354171	5.713705	7.728043	7.001803	7.660764	6.232447	8.28191	5.770384	5.578682	7.079167	4.428124	5.935532	5.807569	7.16575	8.077395	4.158257	9.185443	8.218681	4.578924	4.912274	7.363937	5.977129	5.820585	5.898241	6.703079	8.355632	6.378083	6.93801	5.01346	8.728129	8.281699	7.252893	7.005404	5.460268	8.386047	5.695275	7.344647	6.970914	4.569741	6.84022	4.431488	5.993372	5.519295	8.472329	8.15176	5.976663	5.586065	4.555386	8.895242	6.219313	3.186492	8.620032	4.678969	6.299168	5.400455	4.180997	5.20178	6.437624	3.917095	7.714806	7.323375	7.569074	5.537997	5.800326	3.399003	4.820609	7.373894	9.428289	9.692746	7.664316	2.660546	6.255995	5.319158	7.286574	5.052465	3.707355	6.326713	7.293815	4.177509	6.362113	4.367678	5.832555	6.731958	6.457969	7.664193	4.304821	3.330017	7.323905	5.620211	normal
GSM547267.CEL	10.19562	5.390617	8.761829	7.902183	6.867083	8.95059	7.668165	6.205395	6.202716	7.006201	8.885596	9.543225	7.921118	5.086893	6.618268	6.224701	6.917809	10.28592	4.100275	5.603229	4.033119	7.307827	4.950852	6.45487	7.780532	7.517538	9.810648	6.566165	6.564668	8.536213	6.622618	8.946207	5.277999	7.240368	6.340183	7.534863	7.977785	7.075259	8.339125	4.802069	7.682087	7.242449	7.541876	6.718979	5.401945	5.094048	7.769325	7.416995	7.416136	5.21835	8.669698	8.26341	4.353026	4.400204	4.023323	4.379673	4.686084	5.910025	7.587388	7.177004	6.112755	8.158788	7.588101	4.07716	7.158766	7.855829	9.086038	9.25025	6.358152	7.632176	7.651479	4.973117	7.932128	7.301747	5.037254	8.599348	6.177822	6.96616	9.029963	9.857773	7.456111	7.38884	7.612897	8.463643	9.099927	9.286789	7.486699	8.992432	7.005514	7.702398	5.169597	5.354045	6.355478	5.929074	4.46711	6.529061	1.911626	5.534627	4.220922	6.006049	5.902553	7.649096	5.537178	9.391963	8.501075	7.861115	6.211552	5.538472	8.31228	4.61001	6.161475	9.829342	8.60536	5.493785	9.535862	7.323225	4.636766	5.9584	5.173098	6.693559	7.520325	7.121214	8.494214	8.597235	8.649302	6.887378	8.441387	5.240231	5.791989	6.783651	5.610103	8.307716	8.129659	4.868618	6.731049	6.37044	8.494806	6.720699	8.407421	6.801105	9.645659	8.337967	8.386274	8.496897	6.325586	9.659082	9.447809	5.053	5.115676	6.911401	7.524962	5.6377	4.500224	10.80668	9.811799	9.40393	5.086756	5.840532	5.258701	4.890865	4.064451	8.112671	4.101024	7.096978	5.285924	8.217232	5.045583	3.161762	5.951692	6.530552	8.278409	8.771023	5.270013	9.232292	5.987373	9.059359	6.411932	8.159332	5.004035	5.773609	9.240941	8.64052	6.379176	9.15859	8.379856	7.183377	4.306265	6.073836	5.739685	7.046073	6.839004	8.65986	10.74088	8.450527	10.57222	5.563658	5.322559	12.4908	8.67638	8.180727	3.990382	5.922831	7.886077	6.554786	6.712166	7.3912	3.006073	9.399238	5.581876	5.475207	7.207	3.758001	6.592524	7.394592	6.272947	7.977615	8.898935	7.76612	4.356783	8.614373	6.711596	6.371097	7.798665	4.248088	7.221066	7.801599	3.811264	8.986027	9.870888	6.209474	6.863998	8.201931	5.910508	7.840463	4.918339	7.3645	4.432841	5.255233	7.862707	4.680445	7.223666	8.173313	6.394586	7.06633	5.61806	8.134915	7.400646	6.350283	3.351838	6.117374	5.537606	8.538193	7.700579	8.11168	10.47751	6.118172	8.407311	8.127359	10.43041	7.373654	6.397647	11.46054	6.798379	3.129679	5.961167	5.684044	4.901996	5.962743	6.269536	7.08263	5.704523	9.043086	5.751515	3.697889	7.256219	5.901169	6.148015	7.376598	4.073689	10.87025	7.912966	8.200864	8.741486	3.689025	7.453554	7.837559	5.328926	8.23799	6.620896	5.467914	8.526003	6.499821	8.830107	8.147897	7.117953	6.291579	10.55411	10.23175	8.095832	10.53162	5.019833	2.726713	8.506593	7.684377	11.25282	6.835846	5.118953	6.147294	8.087971	8.208649	7.281159	11.32576	11.41449	7.224671	6.45481	8.979564	7.50101	9.351985	9.40916	5.556146	7.656879	6.935902	7.080146	5.963582	8.796593	5.397896	6.731149	5.31072	8.813253	10.45576	6.483897	7.420002	8.986372	6.111656	7.088886	8.451928	7.704654	8.541465	8.199964	7.958971	8.061019	7.98469	9.580854	7.968748	6.459456	6.492108	3.822372	7.256921	5.981387	6.867068	7.9715	9.139048	9.098961	7.695074	5.916497	10.32805	3.227073	8.525158	8.241725	5.18867	7.919424	8.791079	9.659821	5.696113	5.560477	10.39116	9.691002	8.164742	7.713851	5.896412	8.343311	7.01772	9.153547	6.660224	8.757351	9.769345	9.85515	7.34582	5.528658	5.324025	7.519641	8.140953	5.796356	6.144398	4.85951	7.440886	4.905921	5.246688	7.503879	6.847209	6.863583	6.860393	6.193373	7.853087	8.924882	8.682976	5.207991	4.544974	7.174862	7.164226	9.549612	7.417623	7.641997	4.054725	9.419096	4.357687	7.239471	8.235816	8.908069	6.600212	8.03944	5.258828	9.273295	9.16071	4.843184	7.207708	6.919487	6.731604	7.851289	8.091911	9.706238	4.306685	7.321351	4.357779	6.204602	7.508148	4.456765	8.696254	7.43391	6.371698	7.917234	5.986636	5.647456	7.52961	7.902875	8.005691	6.049745	5.856852	10.18779	6.188434	3.690383	8.748561	7.318362	5.567034	4.587234	8.565709	7.080741	7.201267	8.197611	7.082491	6.262303	8.662391	7.456012	7.296871	8.847575	7.591976	6.004382	6.355506	7.799014	9.099624	7.387316	7.944173	5.8686	6.320671	8.913507	7.942129	8.365693	6.735764	8.885279	7.551672	7.36065	6.354501	3.887275	5.082599	6.163827	9.118093	5.188562	8.684941	8.404274	5.363879	8.220179	6.920381	6.586401	6.152328	8.50531	8.96368	6.393622	7.844728	6.859344	7.796983	5.181794	8.313665	7.490801	5.443923	5.021648	8.599665	6.207558	7.719632	9.480896	8.159389	8.729375	9.32997	7.661251	8.246007	8.04798	10.82495	7.899892	8.936505	6.181695	7.212276	8.385433	8.173698	9.085016	7.244856	8.243491	7.498045	8.459299	8.173829	7.983849	3.069183	8.781628	5.540707	4.764784	6.956908	7.706335	6.48738	8.577849	5.980386	9.337058	5.738383	10.09013	10.97124	6.771356	6.934118	8.089747	10.75379	6.173374	9.053376	6.826693	3.921709	9.204215	8.132077	6.986234	2.591989	5.84679	6.767902	6.980991	4.009352	7.852541	5.887276	11.38086	6.994105	10.10864	11.15142	11.57946	8.040749	10.18557	4.591725	10.55396	7.70494	9.547589	8.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GSM547268.CEL	10.95906	4.501999	8.552887	7.4586	7.473664	9.769802	8.313327	7.36418	7.559726	7.137162	9.844176	9.052927	7.751529	5.23167	6.291839	7.323294	8.184906	11.77781	3.77717	6.296933	3.336794	6.643255	5.018321	6.359267	7.544533	7.416491	9.431367	7.160297	5.949928	8.332124	6.437405	8.471929	4.733769	6.563152	6.032966	7.312126	8.05296	7.071689	10.75423	4.653208	8.233705	8.223794	8.088123	6.232749	4.80588	4.76693	7.798403	8.087702	7.097562	4.718399	8.949579	8.045455	5.580149	3.979563	3.318579	3.926087	4.172374	5.432979	8.620532	6.570333	5.482018	8.212496	6.853067	4.265674	7.601977	7.758014	9.418503	9.506268	5.856571	7.812386	7.92226	3.338244	8.416094	7.133392	5.496749	7.938651	7.132507	6.875565	7.221792	10.55635	8.114278	8.140568	8.482336	9.275837	9.832969	10.10191	6.723577	9.525743	7.638456	7.493027	5.326632	4.40087	6.351005	7.422852	3.876443	6.291494	2.636554	4.864334	4.925501	5.843047	4.974172	6.941427	4.745952	10.22137	9.357814	8.295898	6.798605	5.007112	8.736948	4.008931	6.031636	9.842112	9.425554	7.184036	8.385009	7.6568	4.190175	6.004637	4.550584	7.021525	8.963141	4.686863	8.555161	8.336838	8.822014	6.40227	8.888374	4.581072	5.135198	7.040637	5.357369	8.612187	8.005291	4.114247	5.999889	5.847848	8.050767	6.851637	8.593238	6.121477	10.62972	9.116103	9.829076	8.932245	6.697966	4.162986	10.18974	5.227756	4.953681	6.351435	8.285638	6.335682	4.207654	10.36053	10.36675	9.89998	4.41181	5.537653	5.654136	5.365508	4.622954	8.154014	4.327127	6.566571	4.681681	8.637605	4.187005	2.590555	5.192315	7.820258	8.839691	8.30521	4.960082	9.024385	5.189439	8.974483	6.603204	8.529136	4.812277	7.165788	9.188273	9.593953	6.471755	9.75896	8.648374	8.049022	3.936278	5.625125	5.311625	7.977116	6.968215	8.790464	10.6148	9.215082	10.65338	6.200961	6.389024	11.66908	8.395929	8.901521	3.434576	5.265341	7.747469	6.050499	6.1026	9.258015	4.519516	11.78919	7.571329	5.550813	6.093272	3.55898	6.305929	8.158821	6.531385	7.238331	8.559008	7.934705	3.595359	9.350145	7.813286	6.443368	7.356758	3.724341	7.996185	8.216438	4.30054	9.441476	10.27453	5.711279	6.946143	9.063792	5.319847	9.203188	4.709293	7.619139	4.083344	3.847507	8.531142	4.099005	6.755082	7.786853	7.006182	7.35333	4.921311	7.48079	7.289496	7.02641	3.264686	6.301491	5.656889	8.533645	8.260683	8.010597	10.18274	6.869778	8.377622	8.991213	10.31469	7.833458	5.952699	10.97008	7.528896	2.70738	5.638387	4.835096	4.632564	4.205626	5.751898	6.205488	5.040442	9.618182	6.703619	3.116255	8.038835	6.70518	6.570168	7.924808	6.155563	10.63575	8.298998	8.660596	9.062098	3.687953	7.751007	7.392684	5.684059	8.436151	8.135522	5.851168	8.960393	5.908641	8.847836	8.483637	6.95573	6.355676	11.36977	10.96322	7.890949	10.60467	4.311157	2.723367	8.457615	7.630723	11.8269	7.331675	4.879782	5.807596	8.011151	9.731626	7.875798	11.43477	10.55842	7.120928	6.422301	8.956368	8.012966	9.088495	10.30188	5.068592	8.416544	6.04263	7.359268	5.702077	9.136	4.04622	6.304335	4.840664	8.575829	10.20041	6.166024	7.675091	8.085276	5.445947	7.815736	8.528878	7.890142	8.117484	8.127194	8.299331	7.140784	7.821592	9.722896	7.817559	5.93188	7.588796	3.984528	8.105938	7.017768	6.966203	8.821021	9.121066	7.696591	8.287364	5.955648	9.934971	2.778905	8.740931	8.972004	4.981776	7.548623	9.704801	10.70085	5.936025	5.014459	10.29316	9.433122	8.414792	7.779916	6.373494	9.347427	7.020667	7.800606	7.668606	8.857448	10.54157	9.09872	8.132162	4.122912	4.855235	8.206007	8.503059	5.255245	5.962748	5.841097	7.979654	4.119058	4.771184	8.232682	7.498699	7.423745	7.337036	6.540414	7.719152	9.760038	8.942945	5.544746	5.020371	8.185549	7.593123	9.528352	8.337063	7.752538	4.336037	9.898067	4.658483	7.870899	8.746817	9.547019	7.059882	8.249867	5.275165	9.809972	8.909561	4.318376	6.364323	6.18521	6.108236	7.86302	9.164661	9.264836	5.047108	8.218799	3.503039	6.418922	8.39713	3.991361	9.943587	7.68937	6.745282	8.356802	5.409567	6.981015	7.660373	8.758114	7.788316	7.554942	5.220821	9.684082	5.327671	3.065267	9.579322	7.556931	5.244949	4.287463	8.822436	7.45787	7.724109	8.612897	7.944714	5.832859	9.415977	6.933706	7.394697	8.319999	8.2192	5.358138	5.759892	9.317431	9.2424	7.896148	7.740311	5.440259	6.407086	8.886013	7.658251	8.486222	6.81555	8.06304	7.253954	8.009445	5.951416	3.077692	5.127317	5.75517	9.085095	5.617902	8.865772	9.481431	4.965067	8.401834	7.889675	6.957278	5.561329	8.477466	9.945885	5.888273	8.217609	7.015393	8.702872	4.974264	8.739851	7.373358	5.027866	5.233572	8.832702	6.128225	8.01148	9.579004	8.268071	8.538156	9.197828	7.232918	8.777111	8.156954	10.10059	7.83539	8.874885	6.205489	7.487456	8.576498	7.908075	9.620605	7.51837	8.233386	7.255499	8.429948	7.523522	8.440665	5.798566	8.617753	5.037223	4.12133	7.681032	8.000952	5.852664	8.646162	5.651323	8.652815	5.417746	10.5035	11.27161	7.110795	5.854029	7.860009	10.79397	6.286793	8.627764	6.869587	4.52946	8.605918	7.685668	6.179093	2.011851	5.41319	6.179436	6.380909	3.864702	7.661325	5.416849	10.87072	6.162115	10.08651	11.42036	12.12209	8.291119	9.302679	4.90239	10.11585	8.260722	9.704188	6.770063	8.784905	8.211651	6.291119	3.751175	9.191297	10.4974	7.963104	8.263787	4.435159	8.448084	7.91281	7.625364	5.903497	7.195898	5.718693	6.187493	5.661128	7.755201	8.382305	5.887489	7.026177	10.23997	7.718733	8.015296	8.497786	7.692495	5.528804	8.339168	6.050989	6.460915	7.933932	8.353998	10.05616	8.783291	9.885631	3.210396	5.69881	8.83466	8.736249	4.407146	5.074643	6.42805	9.474874	6.367163	9.271094	7.734499	6.324188	10.56079	8.211303	7.661574	6.0127	7.473398	5.192857	4.402655	5.323907	4.50552	7.823087	7.069694	3.317724	9.324882	4.79428	7.665911	11.84568	8.13681	10.84134	9.019497	9.433234	5.266202	5.416016	12.3441	11.20767	9.334659	7.098387	7.854033	4.895696	6.728169	3.832062	9.071924	9.990601	10.40604	3.382014	2.364001	4.027853	9.242364	5.233643	7.54659	6.841612	7.955618	5.257628	9.615163	9.662055	4.440771	8.590928	5.952307	10.35323	8.407701	6.30952	9.675795	7.89199	7.272996	5.883388	7.048755	8.474529	9.968629	9.371101	6.122429	6.813898	4.773337	8.46827	7.671023	8.131113	6.922172	4.439298	6.764729	5.611142	5.85625	7.323216	7.81819	6.704012	5.900105	9.042585	8.4256	10.34272	7.446499	8.474817	9.937802	6.084197	6.843296	4.106205	6.988634	10.79432	10.01238	8.300152	5.741484	8.092864	2.366627	4.042639	4.46154	8.508828	8.492973	6.361004	9.528727	5.405904	2.491629	7.443007	9.706433	7.713434	7.651544	7.776433	6.112324	7.854707	6.680714	4.625014	8.110084	5.423964	5.863189	8.743425	6.782927	7.636869	6.811571	4.818016	8.848865	5.193833	10.95361	8.90482	4.769394	7.616855	8.180599	6.851584	8.150616	10.80383	6.426467	6.833639	8.270764	7.302596	7.781652	6.510645	5.480942	5.837644	8.018733	6.764353	6.149999	8.566069	8.697784	8.666007	11.42381	9.279893	6.354663	6.217423	8.533867	6.18022	8.369954	5.268853	6.309169	5.92863	6.945402	3.516827	3.694013	2.969652	8.849674	8.477839	9.922517	7.07076	6.719094	6.644133	7.370069	9.270796	6.345831	6.088781	7.937933	7.293971	6.380239	7.737332	5.375535	4.544871	7.225841	8.20524	6.438044	7.936272	8.44327	7.021427	6.775687	7.855812	5.799551	5.581374	8.257304	8.783534	8.05569	7.731487	8.417908	8.71142	6.119625	4.937099	6.615311	9.921889	7.300228	9.633748	6.945429	7.775116	6.470177	3.543641	8.311433	4.492175	9.1428	6.921981	7.309231	8.907826	6.805544	7.809681	4.738284	5.605209	9.263234	10.76627	7.998214	9.366088	10.113	8.209509	8.904926	6.589753	9.694767	4.021562	6.839031	5.376735	8.967458	8.509303	7.345552	6.510164	7.110009	8.805551	5.937857	5.557355	7.909092	7.472022	5.101568	10.04491	8.702049	4.995536	4.451051	6.652365	6.978824	4.782508	8.124807	7.243882	6.877237	7.106808	5.622803	6.669907	4.404226	6.796698	6.909984	7.516321	8.62578	8.370512	5.803433	7.028619	8.768269	7.606258	7.25968	3.681675	6.287812	2.954325	7.034389	4.081096	9.833112	7.40029	7.285735	8.49162	8.006003	8.24048	6.956719	7.838374	7.921238	8.966814	5.823089	8.089793	4.885514	6.887764	7.958112	7.422984	8.488109	8.801645	7.385406	7.858129	8.832198	7.689188	5.930878	6.95697	9.205037	8.018122	7.246732	8.763572	4.620533	5.612215	5.501366	7.14636	5.293731	7.391143	4.836278	9.108155	7.825588	8.493228	7.583367	7.931934	3.020821	5.531012	6.822587	4.824486	4.650301	6.629906	7.500794	7.887328	7.394588	8.284725	6.153222	8.74415	7.903626	7.152934	5.001474	5.661149	7.988237	8.659358	9.181694	8.762496	3.435834	3.765235	5.01801	6.908894	6.470205	5.323023	8.555065	5.645972	5.053451	6.146804	7.355159	7.961655	8.005903	6.268781	7.375412	3.725201	7.151492	4.495594	8.247764	4.20177	5.279247	8.431168	7.556154	4.120096	5.351209	7.583035	6.455427	4.497162	6.306945	6.661704	8.382536	9.247545	7.994955	5.931375	8.111368	6.548127	7.066014	5.91952	7.894368	8.756267	7.179913	4.272456	6.981866	7.828359	6.983044	7.882504	8.602579	8.262258	5.894573	5.694627	5.466835	7.566505	5.321734	8.723053	6.99912	7.657015	6.748951	9.039116	6.798171	5.849518	7.59303	3.8426	6.957108	6.033302	7.415967	8.158142	3.926288	7.934269	8.247027	3.982231	4.538241	6.896653	6.027067	5.462425	4.949369	6.645981	7.782921	5.919945	7.29865	4.649383	8.812976	7.623236	7.213086	6.741497	5.202475	8.006972	5.234469	7.491094	6.927525	3.933275	7.077951	2.889553	6.654281	4.764352	8.746128	7.777964	5.429199	5.133714	5.676144	8.411862	6.218329	3.222197	8.857126	4.251109	5.97904	4.797684	3.781158	5.805238	5.846228	3.476189	6.896505	7.041665	7.29583	5.537339	6.608104	2.865936	4.544088	7.308458	9.634345	9.116829	7.473697	2.523777	5.701536	4.958858	8.097898	6.478322	3.448768	6.640378	6.870608	4.048889	6.232571	4.281208	5.583159	6.030523	7.239867	7.431175	4.722195	4.286466	6.845005	5.372713	normal
GSM547269.CEL	10.44852	5.235985	8.034617	6.956109	6.804882	8.878638	7.482051	7.504575	7.47592	6.927561	9.141467	9.699687	8.020177	5.36569	5.643954	6.702502	5.830478	11.50161	3.644061	5.761079	3.117976	6.646833	4.398159	6.562004	7.667381	7.93569	9.903242	7.033969	5.840204	8.8583	7.441924	9.791846	4.719901	6.929181	6.596388	6.297736	7.491179	6.96506	9.003521	4.589143	7.943844	6.288793	8.005104	5.749844	4.288227	4.305603	6.895441	8.01033	6.975266	5.841303	8.631099	7.7994	4.240239	3.875714	3.619678	3.914708	3.956454	5.42284	7.655951	6.223428	5.555182	8.425679	7.025338	4.032829	7.401013	8.11474	9.294852	9.785971	5.50472	7.516035	8.62093	4.113534	7.372543	7.866341	4.135103	8.740816	4.943785	6.421027	7.054057	9.478086	7.380952	7.197009	7.445024	8.297444	8.196451	8.09407	6.092452	7.842742	6.411294	7.298543	4.447897	4.554838	5.423907	4.280707	3.537849	5.919844	1.948415	4.818475	3.743285	5.914438	5.173275	7.189685	4.94743	9.325076	8.666815	7.191624	6.267475	5.01253	9.005104	5.68142	5.401783	10.13967	8.113525	5.436872	10.18985	7.998746	3.978664	6.343652	4.214576	7.313746	11.0065	4.617467	9.147087	7.916987	7.725342	6.15825	7.779117	4.233724	4.811686	6.561432	4.865983	7.498001	7.165037	4.127371	5.742085	5.843052	8.419135	7.444269	8.50272	6.301099	10.24986	9.959492	10.56525	9.343574	6.854484	3.957985	9.014128	4.509571	3.682638	6.100725	6.748158	6.439082	3.792728	10.17496	9.87407	8.271945	4.798692	5.679663	4.79292	3.797693	4.395916	8.154214	4.077483	6.400651	5.400776	9.067079	5.452538	2.352259	4.816989	6.453162	10.0843	9.061514	4.630791	8.923583	5.159227	9.144928	6.908661	7.968901	5.577559	6.226009	9.014164	7.596724	5.650329	9.495733	8.305866	6.563287	3.701152	5.697055	5.642842	7.474739	7.938556	8.947091	11.02669	10.19994	10.73621	8.920949	4.811968	11.3217	8.485246	8.671486	3.402067	5.238945	8.377216	5.93898	6.026795	6.384699	3.08553	11.28833	6.868755	5.712587	6.937402	4.158598	6.312441	7.87155	6.010387	7.597127	8.320626	8.820082	3.556673	8.322858	5.576542	5.343716	7.299818	3.640293	7.964964	7.99484	2.730234	8.541624	10.12681	5.491871	7.020946	6.722526	6.652332	7.345461	4.476101	6.182605	4.051272	3.762449	8.368108	4.01941	6.788997	7.556859	7.982295	7.149449	4.969547	6.840773	6.815768	6.442559	2.966734	6.854352	4.602001	9.189	7.625234	7.774088	10.61524	6.047212	8.042914	8.770144	10.59862	7.195078	5.896943	12.0708	6.322851	2.83085	4.955967	5.368548	4.602986	6.209296	5.77324	6.917238	5.201029	10.04492	5.194917	2.64989	8.17955	6.189597	4.564659	8.147683	3.633412	10.8562	8.199948	8.610814	9.08229	3.469414	6.246372	8.381362	4.699231	9.520056	6.078367	4.115186	7.398747	5.620234	7.729827	7.190154	6.123371	5.013949	10.28075	8.89673	7.050804	9.980703	4.190591	2.543498	7.144483	7.129864	11.65971	7.935506	5.764168	5.60632	8.528805	9.610581	6.92531	11.44989	11.96759	6.832127	5.941962	9.059097	7.904112	9.32308	9.009514	4.604283	7.422182	5.287834	6.038628	5.705022	8.955022	3.727494	5.171349	4.76583	9.659231	10.87249	5.745769	7.258508	9.278002	5.408643	6.354339	8.507009	7.101056	9.497285	8.064719	7.297448	7.89144	8.208307	9.388145	8.462698	5.707473	6.882098	3.243967	7.871375	5.162859	8.099916	7.519392	9.261867	8.617177	8.250658	6.213933	10.19949	4.500745	7.71298	9.590716	5.238403	7.638126	8.386382	9.506458	5.640305	4.833757	10.03774	10.33986	8.980065	8.782414	7.388689	9.134768	7.357262	9.248748	8.490576	9.150962	10.73257	9.262524	8.752329	3.89529	5.575579	8.373154	8.113173	5.269822	6.380153	5.81783	7.519464	3.863347	4.744527	6.486813	7.660053	7.882746	6.037089	6.033727	8.64007	9.404093	9.015489	5.313541	6.427017	8.375843	7.983077	9.468838	8.925033	7.476338	4.233259	10.40675	6.236061	8.319404	9.159566	9.178241	7.299066	8.880701	4.883385	8.881228	9.492014	4.299226	5.747894	6.092598	5.68586	7.714471	8.681918	9.502022	5.425706	7.704084	4.113647	5.385823	8.339793	4.020572	7.78095	7.727474	7.363182	7.511772	5.183662	6.505027	8.278395	8.664421	7.328518	7.644951	5.531782	9.801447	5.212351	3.039793	8.707935	7.32484	6.154325	4.355762	8.956177	7.342126	7.051716	8.167114	6.199932	5.617361	8.03011	6.60077	7.176781	9.828705	8.006265	5.327331	5.820801	7.269185	8.168289	6.435745	7.849229	5.558178	7.397186	8.8095	8.310433	9.477106	6.881397	8.775	6.871734	8.715771	6.116467	3.336043	4.649526	5.127236	9.033881	4.027949	9.889824	9.164831	4.826052	9.422419	6.360872	5.848818	5.513414	8.638136	10.31335	5.831338	8.395741	7.744508	8.251598	5.132729	6.873368	6.963636	4.731883	4.13437	8.777551	6.055856	9.112378	9.829598	8.930354	8.878199	9.265693	7.182791	8.227053	7.893608	8.887499	7.830568	8.710982	6.008399	7.836897	8.603943	7.449537	10.25993	7.448756	8.083611	7.737086	8.579318	7.870729	8.274358	5.152038	8.780993	4.962374	3.60784	7.625732	7.861405	5.486676	9.370837	5.635346	8.456379	5.918506	10.71885	11.50148	8.022745	4.597339	8.297176	11.11404	7.239985	8.273408	6.335621	3.923556	8.973948	6.883992	5.998068	2.447737	6.060673	5.398553	6.285823	4.705391