[R] sapply() and by()
David L Carlson
dcarlson at tamu.edu
Mon Aug 6 19:50:09 CEST 2012
Using mean() to get column means is deprecated. As your Warning message
indicated:
"use colMeans or sapply(*, mean) instead"
> lf.med <- by(LF[,1:4], LF[,5], colMeans)
will work or
> lf.med <- by(LF[,1:4], LF[,5], function(x) sapply(x, mean))
but in this case, sapply() is just extra typing for the same result.
----------------------------------------------
David L Carlson
Associate Professor of Anthropology
Texas A&M University
College Station, TX 77843-4352
> -----Original Message-----
> From: r-help-bounces at r-project.org [mailto:r-help-bounces at r-
> project.org] On Behalf Of Dominic Roye
> Sent: Monday, August 06, 2012 9:35 AM
> To: r-help at r-project.org
> Subject: [R] sapply() and by()
>
> Hello everyone,
>
>
> I have a dataset with 5 colums (4 colums with thresholds of weather
> stations and one with month - data of 5 years). Now I would like to
> calculate the average for each month.
>
> I tried this unsuccessfully:
>
> lf.med <- sapply(LF[,1:4],mean,LF[,5])
>
> Error in mean.default(X[[1L]], ...) :
> 'trim' must be numeric and have length 1
>
>
> With
>
> lf.med <- by(LF[,1:4],LF[,5],mean)
>
> It works, but its deprecated.
>
>
>
> Any help is greatly appreciated!!! Thanky everybody`!!
>
> Dominic
>
> > dput(LC)
> structure(list(Serra.da.Foladoira = c(21.1359565217391,
> 21.7184782608695,
> 23.5492608695652, 23.4660434782608, 23.6740869565217, 21.1775652173913,
> 19.8460869565217, 23.3412173913043, 22.8835217391304, 24.3398260869565,
> 23.258, 23.7573043478261, 21.344, 22.3842173913043, 21.1775652173913,
> 22.3842173913043, 21.6768695652174, 23.8821304347826, 25.6296956521739,
> 24.3814347826087, 23.7156956521739, 22.8419130434782, 25.9625652173913,
> 25.6713043478261, 23.258, 21.1775652173913, 18.9306956521739,
> 18.9723043478261, 20.0541304347826, 23.7156956521739, 24.8807391304348,
> 24.464652173913, 24.2566086956521, 21.9265217391304, 21.0111304347826,
> 20.8446956521739, 21.1359565217391, 25.3800434782608, 24.3398260869565,
> 22.1345652173913, 22.4674347826087, 21.4272173913043, 25.0055652173913,
> 24.1317826086956, 22.8419130434782, 20.8863043478261, 20.5950434782608,
> 18.9306956521739, 18.9306956521739, 20.5950434782608, 18.5978260869565,
> 19.7212608695652, 23.4244347826087, 22.9251304347826, 18.2233478260869,
> 20.1789565217391, 17.9736956521739, 18.2233478260869, 19.8460869565217,
> 25.2968260869565, 20.5118260869565, 21.8849130434782, 21.5520434782608,
> 21.4688260869565, 22.5090434782608, 21.0527391304348, 20.7198695652174,
> 21.8016956521739, 19.6380434782608, 21.3023913043478, 27.3772608695652,
> 28.4174782608695, 28.8751739130434, 28.8751739130434, 26.8363478260869,
> 20.2205652173913, 25.0887826086956, 23.0083478260869, 20.8863043478261,
> 23.1331739130435, 22.2177826086956, 22.301, 21.8849130434782,
> 24.4230434782608, 25.5464782608695, 22.2177826086956, 22.0929565217391,
> 22.2177826086956, 22.550652173913, 23.7989130434782, 23.507652173913,
> 22.9251304347826, 25.8377391304348, 24.5062608695652, 23.4660434782608,
> 22.0097391304348, 24.4230434782608, 23.8821304347826, 21.8433043478261,
> 21.7600869565217, 24.3398260869565, 23.7989130434782, 27.7101304347826,
> 27.0027826086956, 22.6754782608695, 23.1331739130435, 23.258,
> 25.1303913043478, 25.9209565217391, 22.7586956521739, 22.2177826086956,
> 25.2552173913043, 27.335652173913, 27.0027826086956, 27.4604782608695,
> 28.3758695652174, 23.1331739130435, 23.4244347826087, 24.8807391304348,
> 25.7129130434782, 27.7933478260869, 27.0027826086956, 27.0027826086956,
> 24.7975217391304, 27.0027826086956, 24.215, 22.3842173913043,
> 24.4230434782608, 28.2510434782608, 28.7087391304348, 28.8335652173913,
> 25.8793478260869, 27.3772608695652, 26.6283043478261, 26.6699130434782,
> 28.0846086956521, 26.5866956521739, 24.1317826086956, 24.3814347826087,
> 23.1331739130435, 23.0083478260869, 22.0097391304348, 25.2552173913043,
> 27.7517391304348, 24.0069565217391, 28.1678260869565, 27.2524347826087,
> 27.2524347826087, 25.1303913043478, 23.1331739130435, 23.7573043478261,
> 25.0055652173913, 26.7947391304348, 26.0457826086956, 28.6255217391304,
> 30.4146956521739, 30.3730869565217, 31.8293913043478, 29.8737826086956,
> 31.1220434782608, 28.6255217391304, 29, 22.9667391304348,
> 23.4660434782608,
> 22.9251304347826, 30.6643478260869, 27.6685217391304, 24.8391304347826,
> 30.3314782608695, 25.421652173913, 26.9195652173913, 29.4576956521739,
> 27.5853043478261, 24.6310869565217, 25.1303913043478, 24.7975217391304,
> 25.0055652173913, 27.2524347826087, 28.7919565217391, 27.0443913043478,
> 27.5436956521739, 31.2052608695652, 24.4230434782608, 29.6657391304348,
> 27.2524347826087, 24.9639565217391, 30.206652173913, 29.9153913043478,
> 28.8335652173913, 31.2052608695652, 30.6643478260869, 26.8363478260869,
> 24.0069565217391, 25.0055652173913, 28.9583913043478, 32.7447826086956,
> 32.5783478260869, 34.4507391304347, 32.828, 31.7877826086956,
> 30.4563043478261, 31.2052608695652, 28.8335652173913, 27.2524347826087,
> 31.871, 26.378652173913, 25.4632608695652, 25.8377391304348,
> 30.8723913043478, 29.0416086956521, 29.7073478260869, 29.3744782608695,
> 29.7905652173913, 29.5409130434782, 25.0055652173913, 26.378652173913,
> 26.8779565217391, 27.4604782608695, 27.0027826086956, 24.3398260869565,
> 27.3772608695652, 25.9625652173913, 27.0027826086956, 26.4202608695652,
> 26.4618695652174, 26.6283043478261, 25.5464782608695, 24.1733913043478,
> 26.0041739130434, 26.6699130434782, 26.4618695652174, 29.4576956521739,
> 28.5423043478261, 27.7517391304348, 28.6671304347826, 29.3744782608695,
> 27.0443913043478, 28.8751739130434, 28.9583913043478, 29.4160869565217,
> 28.8751739130434, 25.421652173913, 33.3689130434782, 30.7475652173913,
> 30.4563043478261, 32.3286956521739, 32.5367391304347, 35.7822173913043,
> 33.7017826086956, 32.120652173913, 33.2024782608695, 32.6199565217391,
> 30.3730869565217, 29.8321739130434, 29.0832173913043, 24.5894782608695,
> 25.7545217391304, 25.7545217391304, 26.2538260869565, 28.1262173913043,
> 28.5423043478261, 30.3314782608695, 28.9583913043478, 26.0041739130434,
> 26.3370434782608, 25.3800434782608, 23.2996086956522, 26.0457826086956,
> 30.206652173913, 28.4174782608695, 26.6699130434782, 24.9223478260869,
> 25.172, 26.129, 22.8419130434782, 23.9653478260869, 25.2968260869565,
> 25.172, 23.5908695652174, 24.9639565217391, 27.4188695652174,
> 27.8349565217391, 25.0471739130435, 25.1303913043478, 26.2122173913043,
> 27.9597826086956, 29.2080434782608, 27.9181739130435, 26.0041739130434,
> 25.9625652173913, 25.421652173913, 23.9653478260869, 24.464652173913,
> 23.3412173913043, 23.9653478260869, 23.258, 23.7156956521739,
> 24.7143043478261, 28.0846086956521, 28.7919565217391, 30.8307826086956,
> 32.2038695652174, 31.2884782608695, 24.464652173913, 21.6768695652174,
> 22.2177826086956, 21.6352608695652, 21.6352608695652, 26.5450869565217,
> 27.7933478260869, 27.9181739130435, 26.8363478260869, 27.3772608695652,
> 27.6685217391304, 26.5034782608695, 25.7545217391304, 25.7129130434782,
> 24.215, 23.3412173913043, 21.9265217391304, 21.3023913043478,
> 22.3842173913043, 24.7559130434782, 21.6352608695652, 21.344,
> 21.8016956521739, 21.593652173913, 21.0111304347826, 21.6768695652174,
> 21.9265217391304, 23.3828260869565, 21.7600869565217, 23.7989130434782,
> 22.0513478260869, 21.5104347826087, 25.5880869565217, 23.2996086956522,
> 21.8433043478261, 21.0527391304348, 20.8030869565217, 22.2177826086956,
> 21.0111304347826, 19.5548260869565, 22.4674347826087, 20.5118260869565,
> 20.8030869565217, 22.4674347826087, 23.1747826086956, 23.5492608695652,
> 20.8863043478261, 21.0111304347826, 21.9265217391304, 20.3453913043478,
> 21.1775652173913, 20.5118260869565, 20.6782608695652, 20.9279130434782,
> 23.2996086956522, 23.6324782608695, 22.8835217391304, 23.0083478260869,
> 22.4674347826087, 21.3023913043478, 21.5520434782608, 22.1761739130435,
> 22.6338695652174, 22.6754782608695, 22.0929565217391, 21.9681304347826,
> 22.1761739130435, 21.7184782608695, 21.5104347826087, 20.8446956521739,
> 22.0513478260869, 20.3037826086956, 21.6352608695652, 25.2552173913043,
> 22.2593913043478, 21.8016956521739, 22.0929565217391, 21.2607826086956,
> 22.1761739130435, 21.6352608695652, 22.3426086956521, 22.301,
> 20.8030869565217, 18.6810434782609, 18.9306956521739, 18.6394347826087,
> 18.3481739130435, 17.9736956521739, 19.0555217391304, 19.9293043478261,
> 19.9293043478261, 19.6380434782608, 20.8863043478261, 21.0111304347826,
> 20.636652173913, 22.5090434782608, 24.464652173913, 21.593652173913,
> 20.0541304347826, 21.8433043478261, 22.0513478260869, 21.5104347826087,
> 21.9681304347826, 21.9681304347826, 21.593652173913, 21.9681304347826,
> 22.8419130434782, 22.7170869565217, 22.9251304347826, 18.8058695652174,
> 22.1345652173913, 20.6782608695652, 20.4702173913043, 21.9681304347826,
> 22.1761739130435, 20.1373478260869, 20.9279130434782, 22.2593913043478,
> 21.7184782608695, 22.3426086956521, 22.301, 21.0943478260869,
> 21.9681304347826, 21.8433043478261, 21.9265217391304, 21.6768695652174,
> 21.4272173913043, 20.636652173913, 24.5478695652174, 21.593652173913,
> 26.5450869565217, 28.6255217391304, 25.2552173913043, 22.7586956521739,
> 23.4244347826087, 24.215, 21.5520434782608, 23.6324782608695,
> 24.6310869565217, 20.3037826086956, 20.3037826086956, 20.3453913043478,
> 20.2621739130435, 23.3828260869565, 21.7184782608695, 23.5908695652174,
> 21.4688260869565, 24.5062608695652, 21.3856086956521, 22.1345652173913,
> 20.5534347826087, 21.344, 21.0111304347826, 24.9223478260869,
> 24.8807391304348, 21.0111304347826, 21.4272173913043, 23.4660434782608,
> 25.1303913043478, 25.9625652173913, 24.5062608695652, 25.421652173913,
> 27.4188695652174, 26.4202608695652, 25.7129130434782, 25.5464782608695,
> 25.7129130434782, 23.4244347826087, 26.129, 29.0416086956521,
> 30.6227391304347, 28.1678260869565, 28.3758695652174, 30.6227391304347,
> 32.0374347826087, 25.6296956521739, 21.5520434782608, 21.593652173913,
> 26.1706086956521, 26.7531304347826, 27.086, 23.8821304347826,
> 22.6338695652174, 24.8391304347826, 25.5464782608695, 25.0471739130435,
> 26.5866956521739, 27.7933478260869, 26.9611739130434, 29.6657391304348,
> 32.2454782608695, 24.0901739130435, 24.3814347826087, 24.6726956521739,
> 22.5090434782608, 25.7545217391304, 26.0457826086956, 26.7115217391304,
> 30.2898695652174, 26.5866956521739, 21.5104347826087, 20.2205652173913,
> 20.6782608695652, 21.5520434782608, 22.6754782608695, 29.1664347826087,
> 23.7156956521739, 24.8807391304348, 23.7156956521739, 24.5478695652174,
> 26.0873913043478, 23.4660434782608, 23.4660434782608, 27.5020869565217,
> 30.5395217391304, 29, 25.172, 25.4632608695652, 27.5853043478261,
> 31.9958260869565, 30.7475652173913, 29.4993043478261, 28.043,
> 28.2094347826087, 29.249652173913, 25.2136086956521, 24.7559130434782,
> 24.4230434782608, 26.2954347826087, 26.0873913043478, 25.7961304347826,
> 25.0055652173913, 24.3398260869565, 25.0055652173913, 24.2982173913043,
> 29.4993043478261, 26.8363478260869, 26.4202608695652, 26.378652173913,
> 25.4632608695652, 27.335652173913, 29, 27.8765652173913,
> 24.7975217391304,
> 26.3370434782608, 23.5908695652174, 28.8335652173913, 30.8723913043478,
> 25.5880869565217, 27.6685217391304, 26.2954347826087, 28.0013913043478,
> 28.7087391304348, 28.4174782608695, 32.4951304347826, 29.7073478260869,
> 28.9167826086956, 28.3342608695652, 26.5034782608695, 27.5436956521739,
> 29.957, 26.9195652173913, 28.1262173913043, 29.249652173913,
> 23.6324782608695, 23.258, 29.8321739130434, 30.0402173913043,
> 28.5839130434782, 31.3300869565217, 31.2884782608695, 29.957,
> 29.0416086956521, 31.163652173913, 28.4590869565217, 28.2510434782608,
> 27.4188695652174, 34.2843043478261, 29.7073478260869, 25.8793478260869,
> 25.1303913043478, 26.129, 26.4202608695652, 27.4188695652174,
> 28.9167826086956, 26.2954347826087, 29.3328695652174, 26.0873913043478,
> 24.7975217391304, 26.0873913043478, 27.335652173913, 26.4618695652174,
> 26.0873913043478, 24.2566086956521, 24.1317826086956, 22.5922608695652,
> 25.8377391304348, 25.3384347826087, 24.464652173913, 31.1220434782608,
> 35.1164782608695, 27.7517391304348, 26.4618695652174, 24.5062608695652,
> 25.0887826086956, 26.0457826086956, 24.6310869565217, 24.0901739130435,
> 24.3398260869565, 25.0887826086956, 26.4202608695652, 26.2538260869565,
> 26.378652173913, 26.4202608695652, 25.9625652173913, 25.4632608695652,
> 25.5048695652174, 27.2940434782608, 26.2122173913043, 27.2524347826087,
> 32.120652173913, 26.4618695652174, 23.0499565217391, 24.5894782608695,
> 28.6255217391304, 29.2080434782608, 28.5839130434782, 28.1678260869565,
> 23.507652173913, 25.3384347826087, 24.6726956521739, 23.9237391304348,
> 26.5866956521739, 24.9639565217391, 27.4604782608695, 28.9167826086956,
> 27.4604782608695, 22.8835217391304, 24.0485652173913, 29.3744782608695,
> 26.378652173913, 26.5866956521739, 27.5853043478261, 26.2538260869565,
> 25.2968260869565, 25.1303913043478, 25.3800434782608, 27.5853043478261,
> 27.9597826086956, 26.7947391304348, 26.8363478260869, 23.4660434782608,
> 23.4660434782608, 25.9625652173913, 25.9625652173913, 27.9597826086956,
> 25.5048695652174, 22.4258260869565, 21.7184782608695, 23.258,
> 21.8849130434782, 24.2566086956521, 25.2136086956521, 22.550652173913,
> 23.5492608695652, 22.8835217391304, 22.8835217391304, 23.0499565217391,
> 22.7170869565217, 23.7156956521739, 22.4258260869565, 22.1345652173913,
> 22.9667391304348, 22.6754782608695, 22.8003043478261, 23.1331739130435,
> 27.086, 23.1331739130435, 22.9251304347826, 22.4674347826087,
> 21.1775652173913, 21.6352608695652, 24.5478695652174, 21.2607826086956,
> 21.0527391304348, 21.7184782608695, 21.593652173913, 23.1747826086956,
> 21.3856086956521, 20.4286086956522, 20.5950434782608, 19.8876956521739,
> 20.5118260869565, 22.4258260869565, 23.0083478260869, 22.5090434782608,
> 22.2177826086956, 21.0111304347826, 21.7600869565217, 23.6740869565217,
> 22.301, 22.1345652173913, 21.9265217391304, 21.8016956521739,
> 21.2191739130435, 21.4272173913043, 22.2177826086956, 23.258,
> 23.1331739130435, 20.7614782608695, 20.9279130434782, 20.2621739130435,
> 20.5118260869565, 19.9709130434782, 21.1775652173913, 22.9667391304348,
> 23.8821304347826, 22.6338695652174, 23.6324782608695, 23.7573043478261,
> 20.4702173913043, 22.301, 23.0499565217391, 21.593652173913,
> 20.636652173913, 23.2996086956522, 22.5922608695652, 21.1359565217391,
> 20.5950434782608, 20.3037826086956, 21.0111304347826, 21.6352608695652,
> 21.4272173913043, 23.2996086956522, 21.6352608695652, 20.8863043478261,
> 20.9279130434782, 19.9709130434782, 19.7628695652174, 19.5548260869565,
> 21.0943478260869, 20.5118260869565, 20.0957391304348, 20.8446956521739,
> 21.7600869565217, 24.2982173913043, 25.2552173913043, 24.8807391304348,
> 23.1747826086956, 27.335652173913, 22.5090434782608, 21.344,
> 24.7559130434782, 25.2552173913043, 21.8016956521739, 24.2982173913043,
> 19.7628695652174, 20.1789565217391, 21.344, 22.3426086956521,
> 19.6380434782608, 20.7614782608695, 21.8016956521739, 25.2552173913043,
> 26.5450869565217, 26.6699130434782, 27.2940434782608, 26.4618695652174,
> 26.5450869565217, 25.5464782608695, 24.8807391304348, 24.7559130434782,
> 25.8793478260869, 23.5908695652174, 25.4632608695652, 26.2122173913043,
> 24.215, 25.7129130434782, 25.8377391304348, 25.2552173913043,
> 27.086, 23.8405217391304, 25.2136086956521, 21.6768695652174,
> 22.3426086956521, 25.7961304347826, 23.9653478260869, 26.1706086956521,
> 24.0069565217391, 21.0111304347826, 20.5534347826087, 20.7614782608695,
> 21.8433043478261, 24.3814347826087, 20.2205652173913, 21.1775652173913,
> 20.7198695652174, 21.6352608695652, 23.9653478260869, 26.2538260869565,
> 27.2108260869565, 21.593652173913, 22.3426086956521, 22.0513478260869,
> 24.9223478260869, 20.3453913043478, 20.6782608695652, 21.4688260869565,
> 20.3037826086956, 20.8863043478261, 21.4272173913043, 21.6352608695652,
> 20.4702173913043, 20.5118260869565, 22.9667391304348, 24.464652173913,
> 21.7184782608695, 23.9237391304348, 26.0457826086956, 24.7143043478261,
> 24.215, 26.0041739130434, 26.3370434782608, 22.0513478260869,
> 21.0527391304348, 19.3883913043478, 18.8890869565217, 18.9306956521739,
> 23.0083478260869, 22.4258260869565, 22.6338695652174, 25.3384347826087,
> 27.2524347826087, 26.8779565217391, 21.7600869565217, 21.1775652173913,
> 22.8419130434782, 21.7184782608695, 21.6352608695652, 22.8419130434782,
> 27.2108260869565, 27.086, 32.3286956521739, 32.4951304347826,
> 25.3384347826087, 23.3828260869565, 22.2593913043478, 23.3412173913043,
> 23.8405217391304, 29.957, 30.3730869565217, 23.9237391304348,
> 28.1262173913043, 29.4160869565217, 30.5811304347826, 25.2136086956521,
> 22.8835217391304, 20.8030869565217, 22.8003043478261, 29.0416086956521,
> 26.1706086956521, 24.8807391304348, 23.7156956521739, 25.2136086956521,
> 25.2968260869565, 25.9209565217391, 27.7101304347826, 28.3342608695652,
> 26.1706086956521, 27.2108260869565, 23.9237391304348, 26.1706086956521,
> 25.6296956521739, 24.7143043478261, 23.8405217391304, 22.5922608695652,
> 24.2982173913043, 25.6713043478261, 26.6699130434782, 26.8363478260869,
> 26.129, 26.129, 25.0471739130435, 26.0041739130434, 24.8391304347826,
> 25.6713043478261, 25.421652173913, 25.4632608695652, 26.4618695652174,
> 27.1692173913043, 26.378652173913, 26.2538260869565, 28.2510434782608,
> 24.464652173913, 22.7170869565217, 26.7531304347826, 27.5436956521739,
> 28.4590869565217, 30.7059565217391, 30.914, 28.4174782608695,
> 24.7559130434782, 28.4590869565217, 23.6740869565217, 23.1331739130435,
> 26.3370434782608, 27.3772608695652, 27.1692173913043, 26.7947391304348,
> 27.7933478260869, 25.6713043478261, 27.9181739130435, 25.8377391304348,
> 26.5034782608695, 25.6713043478261, 26.0457826086956, 28.6255217391304,
> 29.3328695652174, 26.2538260869565, 26.6699130434782, 25.1303913043478,
> 28.9583913043478, 27.1276086956521, 26.4202608695652, 26.378652173913,
> 24.2982173913043, 27.2524347826087, 27.5020869565217, 22.8003043478261,
> 25.8377391304348, 27.1692173913043, 28.6671304347826, 26.7115217391304,
> 27.4188695652174, 29.9986086956521, 28.292652173913, 26.2954347826087,
> 29.7489565217391, 28.7503478260869, 26.5866956521739, 27.6685217391304,
> 28.5839130434782, 31.2052608695652, 31.2468695652174, 30.8307826086956,
> 28.2510434782608, 25.9625652173913, 28.1678260869565, 29.6657391304348,
> 26.8363478260869, 25.5048695652174, 24.7559130434782, 27.2524347826087,
> 26.129, 27.7101304347826, 26.3370434782608, 27.5020869565217,
> 25.8377391304348, 26.7531304347826, 28.7503478260869, 27.9181739130435,
> 25.8377391304348, 28.8335652173913, 26.9195652173913, 27.6685217391304,
> 26.9611739130434, 25.5464782608695, 27.3772608695652, 29.5409130434782,
> 27.9181739130435, 28.2510434782608, 27.2108260869565, 26.6283043478261,
> 23.0499565217391, 25.8377391304348, 24.5478695652174, 25.7129130434782,
> 27.3772608695652, 29.5825217391304, 27.8349565217391, 28.9583913043478,
> 25.2968260869565, 25.8793478260869, 26.5450869565217, 28.292652173913,
> 26.4202608695652, 25.172, 28.4174782608695, 24.5478695652174,
> 25.6296956521739, 28.1262173913043, 26.3370434782608, 23.4660434782608,
> 24.8807391304348, 25.2136086956521, 25.5880869565217, 24.7975217391304,
> 24.8391304347826, 26.8779565217391, 22.9667391304348, 23.6324782608695,
> 24.8807391304348, 23.8821304347826, 24.0901739130435, 25.421652173913,
> 24.7975217391304, 25.0471739130435, 25.0471739130435, 26.1706086956521,
> 24.6310869565217, 28.5839130434782, 30.4146956521739, 29.2912608695652,
> 27.335652173913, 28.1678260869565, 27.2524347826087, 24.1733913043478,
> 24.464652173913, 23.5908695652174, 27.7517391304348, 27.5436956521739,
> 22.2177826086956, 23.0499565217391, 24.9639565217391, 25.7129130434782,
> 27.2524347826087, 27.3772608695652, 22.0929565217391, 21.3023913043478,
> 21.4688260869565, 21.344, 20.0125217391304, 19.9709130434782,
> 21.2607826086956, 20.3453913043478, 21.0111304347826, 25.3384347826087,
> 22.5922608695652, 23.3828260869565, 21.593652173913, 21.9681304347826,
> 21.8849130434782, 23.258, 21.4688260869565, 24.4230434782608,
> 22.7586956521739, 23.2163913043478, 22.4258260869565, 22.1345652173913,
> 20.387, 21.7184782608695, 21.0111304347826, 21.2607826086956,
> 20.8863043478261, 20.6782608695652, 19.8460869565217, 19.8044782608695,
> 20.4286086956522, 19.9709130434782, 19.0139130434782, 18.6394347826087,
> 18.473, 18.1817391304348, 19.8876956521739, 20.3453913043478,
> 20.8446956521739, 21.0111304347826, 21.2191739130435, 21.1359565217391,
> 20.2621739130435, 19.2635652173913, 19.7628695652174, 19.2219565217391,
> 20.8446956521739, 20.3453913043478, 18.5562173913043, 18.7642608695652,
> 21.4272173913043, 20.1789565217391, 20.636652173913, 21.3023913043478,
> 22.1345652173913, 24.3398260869565, 24.8807391304348, 24.7975217391304,
> 24.9223478260869, 23.7573043478261, 18.7642608695652, 19.0139130434782,
> 22.9251304347826, 23.1747826086956, 23.3828260869565, 21.593652173913,
> 22.9251304347826, 23.6324782608695, 22.301, 18.473, 18.8474782608695,
> 18.722652173913, 17.3495652173913, 19.2635652173913, 20.1373478260869,
> 20.5118260869565, 21.1359565217391, 20.5534347826087, 22.0929565217391,
> 20.5118260869565, 18.9306956521739, 20.4702173913043, 21.2191739130435,
> 21.2607826086956, 20.4702173913043, 18.0569130434782, 20.0541304347826,
> 21.2191739130435, 21.593652173913, 19.8876956521739, 19.7628695652174,
> 20.3453913043478, 21.5520434782608, 21.4688260869565, 21.9265217391304,
> 22.1345652173913, 20.7614782608695, 21.2607826086956, 19.6380434782608,
> 19.6380434782608, 19.7212608695652, 20.0541304347826, 18.9723043478261,
> 20.9695217391304, 20.636652173913, 21.3856086956521, 20.8030869565217,
> 20.3453913043478, 21.5520434782608, 22.8835217391304, 21.5520434782608,
> 20.3453913043478, 21.2607826086956, 21.9681304347826, 21.5520434782608,
> 21.2191739130435, 20.4702173913043, 23.8821304347826, 21.9681304347826,
> 21.2191739130435, 21.8016956521739, 22.1761739130435, 27.1276086956521,
> 27.1692173913043, 25.7129130434782, 22.0097391304348, 22.0097391304348,
> 21.6352608695652, 20.0541304347826, 19.679652173913, 21.4688260869565,
> 21.1359565217391, 23.3412173913043, 23.4660434782608, 24.1733913043478,
> 24.8807391304348, 28.0846086956521, 28.0846086956521, 24.1317826086956,
> 22.8003043478261, 28.1262173913043, 29.3328695652174, 28.2510434782608,
> 28.9583913043478, 27.3772608695652, 23.8405217391304, 22.301,
> 23.3412173913043, 21.8849130434782, 22.9251304347826, 24.2566086956521,
> 22.4258260869565, 20.8446956521739, 20.1373478260869, 23.0499565217391,
> 21.9681304347826, 23.507652173913, 24.0485652173913, 25.7961304347826,
> 22.6754782608695, 25.2136086956521, 20.7198695652174, 23.1331739130435,
> 24.0901739130435, 22.1345652173913, 22.4674347826087, 23.7156956521739,
> 24.464652173913, 22.9667391304348, 23.0499565217391, 24.2566086956521,
> 23.2163913043478, 23.3412173913043, 24.5478695652174, 25.2968260869565,
> 25.0471739130435, 24.8807391304348, 27.5853043478261, 29,
> 22.4258260869565,
> 24.0069565217391, 23.0499565217391, 21.0943478260869, 21.9265217391304,
> 23.0083478260869, 21.3856086956521, 24.0069565217391, 25.6713043478261,
> 22.8003043478261, 21.4688260869565, 23.8821304347826, 28.6255217391304,
> 24.7143043478261, 23.7989130434782, 24.5062608695652, 28.8751739130434,
> 25.7545217391304, 25.3800434782608, 24.2566086956521, 21.9681304347826,
> 24.1733913043478, 22.1345652173913, 23.5492608695652, 24.6310869565217,
> 26.5450869565217, 26.1706086956521, 22.7170869565217, 23.2996086956522,
> 23.8405217391304, 24.215, 21.0527391304348, 24.9639565217391,
> 24.7559130434782, 25.5048695652174, 33.9098260869565, 31.163652173913,
> 28.6671304347826, 29, 28.9583913043478, 26.8779565217391,
> 26.4618695652174,
> 25.0471739130435, 23.0499565217391, 22.8835217391304, 23.4660434782608,
> 24.3398260869565, 23.4244347826087, 29.2080434782608, 29.1248260869565,
> 28.5839130434782, 23.9237391304348, 24.2566086956521, 23.7989130434782,
> 28.7087391304348, 28.9167826086956, 22.1761739130435, 24.215,
> 25.3800434782608, 27.4188695652174, 23.7156956521739, 27.2108260869565,
> 27.4604782608695, 26.378652173913, 28.5839130434782, 25.2552173913043,
> 28.5423043478261, 31.2052608695652, 29.957, 28.5006956521739,
> 26.9195652173913, 27.5853043478261, 24.5062608695652, 25.4632608695652,
> 26.5034782608695, 25.5048695652174, 26.6283043478261, 27.0027826086956,
> 29.0416086956521, 25.5880869565217, 26.6283043478261, 25.5464782608695,
> 27.6269130434782, 26.378652173913, 25.3384347826087, 25.6713043478261,
> 29.5825217391304, 30.0402173913043, 26.0873913043478, 26.0041739130434,
> 25.2968260869565, 26.6699130434782, 28.6255217391304, 29.6657391304348,
> 26.9195652173913, 28.9167826086956, 26.4202608695652, 28.3758695652174,
> 27.4604782608695, 24.3398260869565, 27.2108260869565, 29.3744782608695,
> 29.5409130434782, 25.0471739130435, 23.0915652173913, 23.1747826086956,
> 23.8405217391304, 25.4632608695652, 26.7947391304348, 27.2108260869565,
> 27.1692173913043, 26.0457826086956, 30.9556086956521, 33.1608695652174,
> 30.3314782608695, 30.0402173913043, 31.163652173913, 30.4979130434782,
> 25.421652173913, 29.1248260869565, 28.7919565217391, 29.2912608695652,
> 25.4632608695652, 28.043, 27.4604782608695, 27.1692173913043,
> 23.2163913043478, 25.6296956521739, 26.9611739130434, 29.3744782608695,
> 27.4188695652174, 26.6699130434782, 26.6699130434782, 25.5048695652174,
> 25.6713043478261, 30.6643478260869, 31.4965217391304, 32.120652173913,
> 23.2163913043478, 27.1276086956521, 26.6283043478261, 26.2954347826087,
> 27.0027826086956, 25.1303913043478, 23.7989130434782, 24.5478695652174,
> 23.0915652173913, 27.6685217391304, 24.4230434782608, 25.9625652173913,
> 26.2122173913043, 25.8377391304348, 28.2510434782608, 26.3370434782608,
> 24.5478695652174, 25.0055652173913, 25.7129130434782, 25.8793478260869,
> 28.292652173913, 27.2108260869565, 23.4660434782608, 24.8391304347826,
> 28.2510434782608, 26.0041739130434, 26.5866956521739, 26.9611739130434,
> 27.5020869565217, 26.9195652173913, 25.2552173913043, 24.7143043478261,
> 26.378652173913, 25.0887826086956, 23.9653478260869, 24.215,
> 22.7170869565217, 21.593652173913, 23.7989130434782, 25.3384347826087,
> 24.6310869565217, 22.8419130434782, 22.8835217391304, 22.0097391304348,
> 23.5492608695652, 23.8405217391304, 27.8765652173913, 28.3342608695652,
> 27.4604782608695, 28.8751739130434, 27.4188695652174, 25.7961304347826,
> 26.1706086956521, 23.8405217391304, 22.301, 22.550652173913,
> 21.0943478260869, 20.4702173913043, 22.1345652173913, 20.8446956521739,
> 21.7600869565217, 21.8016956521739, 22.0929565217391, 23.6740869565217,
> 23.0915652173913, 23.7989130434782, 21.8016956521739, 22.3426086956521,
> 21.8433043478261, 23.258, 23.3412173913043, 22.9667391304348,
> 22.5090434782608, 21.9265217391304, 21.8016956521739, 21.8433043478261,
> 22.0513478260869, 21.0527391304348, 21.1359565217391, 20.8446956521739,
> 20.4286086956522, 19.2219565217391, 20.7614782608695, 21.4688260869565,
> 20.3453913043478, 20.1373478260869, 21.1775652173913, 22.4674347826087,
> 22.5090434782608, 20.4286086956522, 21.2607826086956, 23.5492608695652,
> 25.9625652173913, 24.7975217391304, 21.8016956521739, 19.2219565217391,
> 18.4313913043478, 19.5964347826087, 18.3481739130435, 20.2205652173913,
> 18.8474782608695, 18.473, 18.8058695652174, 20.3037826086956,
> 18.8890869565217, 21.1359565217391, 19.679652173913, 21.4688260869565,
> 21.3023913043478, 19.43, 22.3426086956521, 22.0929565217391,
> 20.3037826086956, 19.43, 20.6782608695652, 20.1789565217391,
> 21.8849130434782, 20.1789565217391, 18.473, 18.3897826086956,
> 17.1831304347826, 18.8058695652174, 19.3051739130435, 18.0985217391304,
> 19.3051739130435, 20.1373478260869, 20.8863043478261, 21.0943478260869,
> 21.0111304347826, 21.5520434782608, 21.0527391304348, 23.9653478260869,
> 21.3023913043478, 21.3023913043478, 22.1345652173913, 20.6782608695652,
> 19.6380434782608, 20.3037826086956, 20.4702173913043, 18.722652173913,
> 18.5978260869565, 20.0541304347826, 19.5132173913043, 19.43,
> 19.5548260869565, 21.4272173913043, 22.0513478260869, 22.4674347826087,
> 21.0527391304348, 20.2621739130435, 21.9265217391304, 22.7586956521739,
> 21.2191739130435, 20.9695217391304, 18.9723043478261, 18.722652173913,
> 17.7240434782608, 17.8904782608695, 16.6838260869565, 16.7254347826087,
> 18.3481739130435, 20.9695217391304, 20.8030869565217, 21.0111304347826,
> 20.3453913043478, 21.1359565217391, 20.8863043478261, 21.2607826086956,
> 20.5950434782608, 20.9695217391304, 21.5104347826087, 22.1761739130435,
> 20.8030869565217, 21.1359565217391, 22.4258260869565, 22.301,
> 21.6352608695652, 18.8058695652174, 20.0125217391304, 17.8488695652174,
> 18.0569130434782, 19.7628695652174, 20.1789565217391, 19.7628695652174,
> 18.2233478260869, 22.550652173913, 20.387, 24.3814347826087,
> 25.5464782608695, 26.4202608695652, 23.3412173913043, 23.507652173913,
> 22.9667391304348, 23.7989130434782, 25.0887826086956, 23.7573043478261,
> 22.4674347826087, 20.5950434782608, 20.5534347826087, 22.3426086956521,
> 23.2996086956522, 21.0943478260869, 20.3037826086956, 19.5964347826087,
> 21.1359565217391, 21.2191739130435, 19.5964347826087, 23.3828260869565,
> 25.7961304347826, 23.4660434782608, 23.2996086956522, 21.8849130434782,
> 22.7586956521739, 26.0873913043478, 22.8419130434782, 19.5964347826087,
> 21.2607826086956, 21.344, 22.4674347826087, 21.5104347826087,
> 28.0846086956521, 25.3384347826087, 27.0027826086956, 26.4202608695652,
> 25.6713043478261, 29.5409130434782, 24.3398260869565, 27.2940434782608,
> 25.7961304347826, 27.9181739130435, 31.7045652173913, 28.7503478260869,
> 26.129, 25.9209565217391, 24.0485652173913, 23.9653478260869,
> 21.0111304347826, 21.5104347826087, 22.0513478260869, 25.0055652173913,
> 26.2954347826087, 22.6338695652174, 22.301, 20.0541304347826,
> 20.7614782608695, 21.2191739130435, 23.507652173913, 20.4286086956522,
> 24.5062608695652, 26.0873913043478, 24.6310869565217, 25.7545217391304,
> 24.2566086956521, 24.5894782608695, 27.6269130434782, 28.3342608695652,
> 27.3772608695652, 28.0846086956521, 24.1733913043478, 24.9639565217391,
> 25.3800434782608, 26.4202608695652, 24.464652173913, 25.2552173913043,
> 29.7073478260869, 27.8765652173913, 25.7961304347826, 29.1664347826087,
> 27.7101304347826, 22.5090434782608, 28.1262173913043, 25.3800434782608,
> 21.6768695652174, 21.0943478260869, 21.1775652173913, 20.8863043478261,
> 23.4660434782608, 21.7600869565217, 23.3828260869565, 21.8433043478261,
> 23.7989130434782, 25.3384347826087, 24.0485652173913, 26.9611739130434,
> 24.5894782608695, 24.3398260869565, 28.2094347826087, 27.2108260869565,
> 26.4618695652174, 28.7087391304348, 25.3800434782608, 25.5048695652174,
> 26.6283043478261, 27.5853043478261, 29, 30.9972173913043,
> 24.5894782608695,
> 22.5090434782608, 22.1345652173913, 25.6296956521739, 23.1331739130435,
> 24.215, 28.2094347826087, 30.8307826086956, 29.9153913043478,
> 29.6241304347826, 25.3800434782608, 25.7961304347826, 23.3412173913043,
> 26.129, 27.3772608695652, 25.5464782608695, 26.2122173913043,
> 29.2080434782608, 30.3730869565217, 30.7059565217391, 29.7905652173913,
> 25.7545217391304, 29.1664347826087, 29.6241304347826, 28.4590869565217,
> 27.9181739130435, 27.2524347826087, 27.6685217391304, 25.2552173913043,
> 28.043, 24.9639565217391, 26.5866956521739, 28.7919565217391,
> 29.3328695652174, 27.2524347826087, 27.9597826086956, 28.0013913043478,
> 25.2136086956521, 27.7933478260869, 32.8696086956521, 31.9126086956521,
> 27.2524347826087, 26.4618695652174, 27.2524347826087, 27.6269130434782,
> 26.9611739130434, 30.4563043478261, 26.8363478260869, 32.2870869565217,
> 34.5339565217391, 34.3675217391304, 30.4563043478261, 27.1692173913043,
> 31.7045652173913, 31.2052608695652, 27.5853043478261, 25.0887826086956,
> 27.2524347826087, 26.7531304347826, 27.0027826086956, 29.6657391304348,
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> 33.2856956521739, 32.3286956521739, 33.5769565217391, 33.5769565217391,
> 31.4965217391304, 35.1580869565217, 35.1996956521739, 30.8307826086956,
> 27.9597826086956, 30.5811304347826, 33.8682173913043, 31.2468695652174,
> 32.8696086956521, 34.2010869565217, 26.378652173913, 28.0846086956521,
> 28.3342608695652, 27.6685217391304, 29.7905652173913, 26.4202608695652,
> 28.9583913043478, 30.1234347826087, 28.7919565217391, 25.5464782608695,
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> 35.8238260869565, 36.0734782608695, 29.6657391304348, 27.7517391304348,
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> 32.1622608695652, 33.1608695652174, 28.292652173913, 25.5880869565217,
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> 28.9583913043478, 33.1192608695652, 39.6102173913043, 33.077652173913,
> 34.4923478260869, 32.7863913043478, 29.9153913043478, 31.0804347826087,
> 29.5825217391304, 27.6269130434782, 31.163652173913, 29.1664347826087,
> 30.1234347826087, 27.8349565217391, 28.5423043478261, 30.914,
> 30.4979130434782, 32.4535217391304, 33.4105217391304, 32.9112173913043,
> 30.914, 33.077652173913, 29.4160869565217, 29.5825217391304,
> 29.9153913043478, 30.8307826086956, 31.2468695652174, 32.3703043478261,
> 33.6185652173913, 31.5381304347826, 33.8682173913043, 25.0055652173913,
> 28.7087391304348, 31.4549130434782, 31.3716956521739, 31.3300869565217,
> 33.5769565217391, 35.3245217391304, 36.4479565217391, 36.905652173913,
> 35.1580869565217, 30.8723913043478, 31.1220434782608, 32.5783478260869,
> 34.0762608695652, 33.7017826086956, 37.1969130434782, 27.7933478260869,
> 28.9583913043478, 32.2038695652174, 25.7129130434782, 35.7822173913043,
> 31.4965217391304, 32.4535217391304, 34.6171739130434, 34.1594782608695,
> 26.4618695652174, 30.9972173913043, 32.0790434782608, 33.1608695652174,
> 33.785, 34.4923478260869, 32.7863913043478, 30.8307826086956,
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> 34.0762608695652, 29.9986086956521, 31.5797391304347, 33.8682173913043,
> 31.7461739130434, 30.4146956521739, 32.9944347826087, 36.905652173913,
> 34.8252173913043, 34.7836086956521, 36.905652173913, 32.8696086956521,
> 34.6587826086956, 33.6185652173913, 36.1150869565217, 36.1150869565217,
> 26.7947391304348, 30.5395217391304, 35.4909565217391, 31.9958260869565,
> 31.3716956521739, 30.1650434782608, 29.8737826086956, 32.6199565217391,
> 32.6615652173913, 34.7836086956521, 32.0374347826087, 30.5811304347826,
> 32.5367391304347, 34.1594782608695, 31.871, 36.5727826086956,
> 35.9902608695652, 36.656, 35.4493478260869, 31.9542173913043,
> 33.2440869565217, 34.1178695652174, 30.7475652173913, 25.1303913043478,
> 27.6269130434782, 27.086, 31.2052608695652, 32.7447826086956,
> 32.0790434782608, 29.8737826086956, 31.4133043478261, 32.1622608695652,
> 31.6213478260869, 30.5811304347826, 31.7045652173913, 34.0762608695652,
> 31.7877826086956, 32.5367391304347, 32.9112173913043, 31.9958260869565,
> 35.4493478260869, 33.5769565217391, 28.5423043478261, 29.2912608695652,
> 29.8321739130434, 30.1650434782608, 30.0818260869565, 30.6227391304347,
> 32.4951304347826, 29.4160869565217, 28.1678260869565, 28.2094347826087,
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> 31.9542173913043, 33.7017826086956, 31.2884782608695, 32.6199565217391,
> 32.9944347826087, 29.5409130434782, 28.5839130434782, 31.3300869565217,
> 28.2510434782608, 30.8307826086956, 30.1234347826087, 23.7989130434782,
> 25.9209565217391, 28.3342608695652, 28.3342608695652, 29.4993043478261,
> 29.7489565217391, 25.8377391304348, 24.6726956521739, 25.9209565217391,
> 25.6713043478261, 25.0471739130435, 22.8835217391304, 24.9639565217391,
> 24.3398260869565, 26.378652173913, 30.5395217391304, 23.0915652173913,
> 27.5020869565217, 23.7573043478261, 23.4244347826087, 22.9667391304348,
> 25.7129130434782, 24.9639565217391, 26.0041739130434, 26.2538260869565,
> 26.5866956521739, 27.0443913043478, 26.5866956521739, 25.0887826086956,
> 24.6726956521739, 25.6296956521739, 25.7545217391304, 25.0471739130435,
> 24.464652173913, 23.507652173913, 22.7170869565217, 23.3412173913043,
> 23.7989130434782, 22.0513478260869, 20.8863043478261, 24.3398260869565,
> 23.3412173913043, 24.1733913043478, 24.1317826086956, 23.2163913043478,
> 24.5478695652174, 23.2163913043478, 25.7129130434782, 22.8003043478261,
> 22.5922608695652, 24.215, 24.0485652173913, 25.0055652173913,
> 24.0069565217391, 22.7586956521739, 23.0915652173913, 24.5062608695652,
> 25.3384347826087, 24.3814347826087, 24.3398260869565, 25.3800434782608,
> 25.8793478260869, 26.5034782608695, 26.0873913043478, 25.4632608695652,
> 25.0055652173913, 22.6754782608695, 22.4674347826087, 25.2552173913043,
> 23.258, 25.9625652173913, 23.4660434782608, 25.8793478260869,
> 24.0069565217391, 26.378652173913, 23.0915652173913, 21.0527391304348,
> 23.0499565217391, 19.5132173913043, 21.8433043478261, 23.8405217391304,
> 23.7573043478261, 23.7156956521739, 21.8849130434782, 26.5034782608695,
> 22.8419130434782, 21.593652173913, 25.0471739130435, 22.550652173913,
> 24.0069565217391, 23.0499565217391, 22.9251304347826, 23.0499565217391,
> 22.7586956521739, 22.301, 22.6754782608695, 22.8419130434782,
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> 21.6352608695652, 22.3842173913043, 23.7989130434782, 23.3412173913043,
> 26.2538260869565, 22.1761739130435, 22.1345652173913, 26.2122173913043,
> 27.2524347826087, 26.0041739130434, 27.7933478260869, 26.9611739130434,
> 26.5034782608695, 27.5436956521739, 27.5853043478261, 27.3772608695652,
> 25.7129130434782, 25.5880869565217, 27.8765652173913, 27.1276086956521,
> 26.9611739130434, 29.249652173913, 29.2912608695652, 30.5811304347826,
> 30.6643478260869, 27.7933478260869, 24.3814347826087, 25.2136086956521,
> 25.2968260869565, 24.464652173913, 25.6713043478261, 24.2982173913043,
> 26.2954347826087, 29.3328695652174, 27.086, 28.2510434782608,
> 31.4965217391304, 32.4119130434782, 30.4146956521739, 27.7101304347826,
> 30.5395217391304, 33.5769565217391, 31.7877826086956, 31.9958260869565,
> 32.828, 32.4535217391304, 30.2482608695652, 28.0846086956521,
> 29.7073478260869, 27.5020869565217, 27.9181739130435, 28.2510434782608,
> 29.4576956521739, 25.421652173913, 25.2136086956521, 26.9195652173913,
> 26.9611739130434, 29.4160869565217, 28.0846086956521, 29.1664347826087,
> 31.2468695652174, 28.2510434782608, 27.0443913043478, 29.6657391304348,
> 25.2968260869565, 25.0471739130435, 28.9167826086956, 31.4133043478261,
> 32.5367391304347, 28.6255217391304, 27.8765652173913, 26.9611739130434,
> 27.2524347826087, 28.2094347826087, 29.3328695652174, 31.9542173913043,
> 30.9556086956521, 31.0804347826087, 33.1608695652174, 32.2870869565217,
> 30.3730869565217, 30.9556086956521, 30.4146956521739, 25.0887826086956,
> 25.9625652173913, 25.2552173913043, 27.3772608695652, 28.8335652173913,
> 33.7017826086956, 30.3314782608695, 29.1248260869565, 33.785,
> 33.7017826086956, 32.3286956521739, 28.2094347826087, 33.4105217391304,
> 33.1608695652174, 27.6269130434782, 26.5866956521739, 27.2524347826087,
> 31.5797391304347, 26.5450869565217, 24.7559130434782, 27.5436956521739,
> 30.7059565217391, 32.7031739130434, 30.8723913043478, 30.7059565217391,
> 30.1234347826087, 32.5367391304347, 27.6269130434782, 25.421652173913,
> 29.957, 30.9556086956521, 36.2399130434782, 37.6962173913043,
> 36.4063478260869, 37.613, 36.7808260869565, 35.5325652173913,
> 31.2884782608695, 34.7836086956521, 30.9556086956521, 28.4174782608695,
> 24.7559130434782, 26.0873913043478, 26.2954347826087, 24.7559130434782,
> 34.2010869565217, 34.4091304347826, 35.5741739130434, 31.9958260869565,
> 30.4979130434782, 33.9098260869565, 35.0332608695652, 34.991652173913,
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> 31.7045652173913, 33.7017826086956, 33.2856956521739, 26.5034782608695,
> 31.4133043478261, 29.2912608695652, 33.0360434782608, 32.1622608695652,
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> 34.1594782608695, 35.1580869565217, 28.0013913043478, 33.9930434782608,
> 29, 36.1150869565217, 29.5825217391304, 32.8696086956521,
> 36.2815217391304,
> 34.9084347826087, 34.6171739130434, 29.7489565217391, 30.4563043478261,
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> 32.8696086956521, 31.6629565217391, 32.2454782608695, 29.7489565217391,
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> 24.2982173913043, 24.5478695652174, 28.7919565217391, 26.8779565217391,
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> 28.8335652173913, 31.9542173913043, 34.1594782608695, 34.1594782608695,
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> 30.5811304347826, 27.0443913043478, 26.4202608695652, 27.9181739130435,
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> 30.2482608695652, 26.1706086956521, 26.2122173913043, 27.4188695652174,
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> 31.4133043478261, 32.0374347826087, 35.2413043478261, 36.7808260869565,
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> 33.3273043478261, 35.6573913043478, 34.4091304347826, 37.4881739130434,
> 35.3245217391304, 27.6269130434782, 30.5811304347826, 33.5769565217391,
> 33.4521304347826, 33.9514347826087, 37.5713913043478, 37.6546086956521,
> 37.0720869565217, 34.991652173913, 35.3245217391304, 26.8779565217391,
> 32.2454782608695, 30.6227391304347, 31.2884782608695, 35.5741739130434,
> 33.077652173913, 38.7364347826087, 34.6171739130434, 33.7017826086956,
> 35.1996956521739, 31.9958260869565, 32.4119130434782, 34.2010869565217,
> 34.4091304347826, 36.1983043478261, 37.9458695652174, 38.6116086956521,
> 34.5755652173913, 35.1580869565217, 33.9930434782608, 30.9556086956521,
> 32.6199565217391, 32.8696086956521, 32.828, 32.5367391304347,
> 35.3245217391304, 34.5339565217391, 35.948652173913, 35.4493478260869,
> 37.5297826086956, 37.9458695652174, 33.4521304347826, 30.4563043478261,
> 31.7461739130434, 32.120652173913, 34.8252173913043, 34.991652173913,
> 34.8668260869565, 36.0318695652173, 37.5713913043478, 39.0276956521739,
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> 27.3772608695652, 30.7059565217391, 34.5755652173913, 36.1983043478261,
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> 29.3328695652174,
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> 23.507652173913, 21.593652173913, 22.9667391304348, 25.3384347826087,
> 23.4660434782608, 26.7947391304348), Sergude = c(23.2996086956522,
> 24.0069565217391, 24.7143043478261, 24.7143043478261, 24.8807391304348,
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> 31.9958260869565,
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> 24.7143043478261,
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> 32.2454782608695,
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> 35.6157826086956, 34.991652173913, 31.9958260869565, 23.6740869565217,
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> 29.7489565217391, 35.0332608695652, 35.5741739130434, 33.6601739130434,
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> 32.5783478260869,
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> 28.2094347826087, 31.6213478260869, 31.6629565217391, 28.1262173913043,
> 32.6615652173913, 34.2010869565217, 27.7101304347826, 25.9209565217391,
> 28.6671304347826, 33.077652173913, 28.4174782608695, 30.4979130434782,
> 30.914, 24.6726956521739, 26.2954347826087, 26.8779565217391,
> 25.9625652173913, 28.4590869565217, 23.0083478260869, 26.6699130434782,
> 27.2524347826087, 29.0832173913043, 25.7961304347826, 29.5825217391304,
> 30.1650434782608, 30.7475652173913, 29.7905652173913, 29.0416086956521,
> 27.5853043478261, 26.5866956521739, 26.7531304347826, 29.8321739130434,
> 29.5409130434782, 28.3342608695652, 27.6269130434782, 28.0846086956521,
> 23.6740869565217, 28.5839130434782, 29.7073478260869, 30.6227391304347,
> 28.9583913043478, 26.2954347826087, 25.6713043478261, 22.3842173913043,
> 24.0069565217391, 24.2566086956521, 25.5464782608695, 27.2108260869565,
> 23.4244347826087, 23.7989130434782, 24.5478695652174, 26.2538260869565,
> 27.8349565217391, 27.9181739130435, 28.0846086956521, 27.6685217391304,
> 25.3800434782608, 27.086, 27.0027826086956, 23.6740869565217,
> 26.2538260869565, 27.6685217391304, 26.6699130434782, 24.0485652173913,
> 22.2177826086956, 23.3412173913043, 24.464652173913, 24.9639565217391,
> 22.301, 20.8030869565217, 22.7586956521739, 22.0513478260869,
> 23.7156956521739, 22.4258260869565, 21.7184782608695, 20.7614782608695,
> 22.9251304347826, 22.7170869565217, 24.4230434782608, 25.0887826086956,
> 22.550652173913, 23.9653478260869, 22.301, 23.5908695652174,
> 24.215, 22.4258260869565, 23.3412173913043, 23.7573043478261,
> 22.2593913043478, 22.550652173913, 22.5922608695652, 22.9667391304348,
> 24.0069565217391, 24.3398260869565, 23.7573043478261, 24.0901739130435,
> 22.5922608695652, 22.2593913043478, 18.8474782608695, 21.2191739130435,
> 22.5922608695652, 25.5048695652174, 21.4272173913043, 24.215,
> 24.3398260869565, 19.8876956521739, 22.3842173913043, 23.2163913043478,
> 22.1345652173913, 21.3856086956521, 23.9237391304348, 23.8405217391304,
> 20.0957391304348, 21.344, 21.3856086956521, 21.0527391304348,
> 22.2593913043478, 21.2607826086956, 24.3814347826087, 21.4272173913043,
> 22.1345652173913, 20.8446956521739, 21.5520434782608, 21.9265217391304,
> 21.344, 22.5922608695652, 20.9695217391304, 21.8433043478261,
> 21.5520434782608, 21.9265217391304, 24.7975217391304, 25.7961304347826,
> 24.464652173913, 23.258, 27.4188695652174, 22.9667391304348,
> 24.8391304347826, 25.8377391304348, 26.4202608695652, 26.2954347826087,
> 25.7545217391304, 21.4688260869565, 21.4272173913043, 21.6352608695652,
> 23.0915652173913, 21.4688260869565, 21.8849130434782, 22.7586956521739,
> 25.5880869565217, 26.6699130434782, 27.1692173913043, 27.1692173913043,
> 27.5436956521739, 27.4188695652174, 27.2108260869565, 26.0457826086956,
> 25.5464782608695, 26.7531304347826, 27.086, 25.7545217391304,
> 24.3814347826087, 23.1331739130435, 25.421652173913, 27.5436956521739,
> 27.9181739130435, 27.7517391304348, 24.0901739130435, 26.1706086956521,
> 21.8849130434782, 22.8835217391304, 26.5450869565217, 24.3398260869565,
> 27.5853043478261, 26.4202608695652, 21.5104347826087, 22.0513478260869,
> 23.3828260869565, 25.172, 25.0471739130435, 21.0943478260869,
> 23.2996086956522, 21.593652173913, 22.0513478260869, 26.0041739130434,
> 28.5006956521739, 26.5866956521739, 23.4660434782608, 25.2552173913043,
> 22.7170869565217, 25.7961304347826, 23.258, 23.2163913043478,
> 22.6754782608695, 22.2593913043478, 22.3842173913043, 24.0069565217391,
> 22.9251304347826, 20.9695217391304, 21.1775652173913, 25.8793478260869,
> 27.9181739130435, 23.7573043478261, 25.9209565217391, 29.0416086956521,
> 29.3328695652174, 30.9556086956521, 31.9958260869565, 31.4133043478261,
> 26.378652173913, 21.4688260869565, 21.593652173913, 19.2635652173913,
> 21.3023913043478, 24.8391304347826, 24.0069565217391, 24.9639565217391,
> 27.3772608695652, 28.3342608695652, 27.0443913043478, 25.2552173913043,
> 24.6726956521739, 25.7129130434782, 24.0069565217391, 24.6310869565217,
> 22.3842173913043, 28.2510434782608, 28.9583913043478, 33.2856956521739,
> 34.742, 26.7947391304348, 25.8793478260869, 23.0083478260869,
> 25.9625652173913, 25.8793478260869, 28.4174782608695, 29.1248260869565,
> 28.2510434782608, 31.2468695652174, 32.2038695652174, 29.8321739130434,
> 25.3800434782608, 26.1706086956521, 22.8835217391304, 22.9667391304348,
> 25.8377391304348, 26.5866956521739, 21.9681304347826, 26.2538260869565,
> 27.2940434782608, 27.9597826086956, 26.6699130434782, 30.2482608695652,
> 29.7905652173913, 26.2954347826087, 29.0416086956521, 24.4230434782608,
> 25.2968260869565, 27.2940434782608, 25.8793478260869, 26.5034782608695,
> 26.0457826086956, 25.0471739130435, 27.6685217391304, 28.1678260869565,
> 27.086, 30.4146956521739, 27.8349565217391, 25.8793478260869,
> 26.9611739130434, 26.5866956521739, 27.8349565217391, 27.1276086956521,
> 28.1678260869565, 28.3758695652174, 28.3342608695652, 31.0804347826087,
> 29.1248260869565, 31.6629565217391, 24.0069565217391, 24.1733913043478,
> 29.249652173913, 31.0388260869565, 28.8751739130434, 31.2052608695652,
> 33.4105217391304, 31.1220434782608, 32.3703043478261, 32.9528260869565,
> 28.1262173913043, 26.4202608695652, 28.6671304347826, 31.4965217391304,
> 28.8751739130434, 30.9556086956521, 26.6699130434782, 28.6671304347826,
> 29.2080434782608, 24.3398260869565, 29.8321739130434, 29.3328695652174,
> 28.4174782608695, 31.5797391304347, 31.7877826086956, 24.8807391304348,
> 28.6671304347826, 28.6255217391304, 31.4549130434782, 30.9556086956521,
> 30.8723913043478, 28.6255217391304, 25.3384347826087, 31.3300869565217,
> 29.4160869565217, 25.7961304347826, 30.2482608695652, 34.991652173913,
> 29.4993043478261, 28.292652173913, 27.2108260869565, 33.1608695652174,
> 28.043, 29.6657391304348, 31.871, 29.9986086956521, 26.8363478260869,
> 30.4563043478261, 32.5367391304347, 32.5783478260869, 32.4951304347826,
> 33.7433913043478, 31.0804347826087, 29.3744782608695, 30.4979130434782,
> 31.7461739130434, 27.5020869565217, 24.9639565217391, 27.335652173913,
> 30.6227391304347, 27.7933478260869, 30.1234347826087, 28.8335652173913,
> 28.7503478260869, 29.6657391304348, 28.8335652173913, 32.7031739130434,
> 28.9583913043478, 28.5423043478261, 29.7905652173913, 31.4133043478261,
> 29.1664347826087, 32.9528260869565, 32.4951304347826, 34.6587826086956,
> 34.5755652173913, 30.9972173913043, 29.3328695652174, 30.9556086956521,
> 27.6685217391304, 23.7156956521739, 26.378652173913, 26.378652173913,
> 28.5839130434782, 31.163652173913, 29.8321739130434, 26.9195652173913,
> 29.4576956521739, 26.129, 27.5436956521739, 27.9597826086956,
> 30.9972173913043, 30.1234347826087, 31.7877826086956, 29.6657391304348,
> 29.4993043478261, 29.8737826086956, 33.3689130434782, 30.6643478260869,
> 28.1678260869565, 27.5020869565217, 28.1262173913043, 28.292652173913,
> 28.3758695652174, 29.0832173913043, 30.9556086956521, 26.7947391304348,
> 25.6296956521739, 26.3370434782608, 26.7531304347826, 25.5048695652174,
> 27.4188695652174, 22.9251304347826, 23.0915652173913, 25.6713043478261,
> 27.7101304347826, 26.2538260869565, 30.2482608695652, 30.3314782608695,
> 28.9167826086956, 30.3730869565217, 31.3300869565217, 27.7933478260869,
> 25.6713043478261, 26.378652173913, 24.215, 29.8737826086956,
> 27.8765652173913, 21.7184782608695, 23.6324782608695, 26.9195652173913,
> 26.8779565217391, 27.9181739130435, 28.043, 24.7143043478261,
> 22.5090434782608, 22.301, 22.6754782608695, 21.6352608695652,
> 19.5132173913043, 22.9251304347826, 20.9695217391304, 21.8433043478261,
> 26.3370434782608, 21.6352608695652, 23.7156956521739, 23.1331739130435,
> 23.3828260869565, 21.8433043478261, 23.7156956521739, 21.9681304347826,
> 24.5478695652174, 24.3398260869565, 25.4632608695652, 25.3800434782608,
> 25.172, 20.9279130434782, 22.8003043478261, 22.0929565217391,
> 21.9681304347826, 21.4688260869565, 21.4688260869565, 20.7198695652174,
> 20.1373478260869, 21.2191739130435, 22.2177826086956, 20.5534347826087,
> 18.0153043478261, 20.387, 20.0957391304348, 22.0513478260869,
> 21.3856086956521, 21.4272173913043, 21.5520434782608, 21.344,
> 23.3828260869565, 20.8446956521739, 20.0541304347826, 21.1775652173913,
> 20.1789565217391, 21.6768695652174, 22.3842173913043, 19.5964347826087,
> 20.5534347826087, 22.8419130434782, 20.4286086956522, 22.2593913043478,
> 22.9667391304348, 24.464652173913, 26.0457826086956, 26.1706086956521,
> 25.9625652173913, 25.5880869565217, 25.1303913043478, 21.1359565217391,
> 19.8876956521739, 23.3828260869565, 21.5104347826087, 22.4258260869565,
> 21.3856086956521, 20.9695217391304, 21.5520434782608, 23.6740869565217,
> 21.8849130434782, 20.5534347826087, 20.6782608695652, 18.722652173913,
> 20.0125217391304, 20.8446956521739, 21.9265217391304, 21.3023913043478,
> 20.636652173913, 23.8405217391304, 19.8044782608695, 20.1789565217391,
> 21.8016956521739, 20.5118260869565, 22.4674347826087, 21.0527391304348,
> 19.5132173913043, 20.5118260869565, 21.4688260869565, 21.0527391304348,
> 21.1775652173913, 20.8863043478261, 21.1775652173913, 21.5104347826087,
> 21.7184782608695, 21.0943478260869, 20.4286086956522, 21.0527391304348,
> 22.0097391304348, 18.8058695652174, 20.1789565217391, 19.7212608695652,
> 21.2607826086956, 19.6380434782608, 22.0097391304348, 20.8446956521739,
> 20.636652173913, 22.301, 23.9237391304348, 24.3814347826087,
> 25.7545217391304, 26.0873913043478, 24.7143043478261, 26.4618695652174,
> 25.9625652173913, 25.8377391304348, 24.0069565217391, 23.7989130434782,
> 25.9209565217391, 24.0485652173913, 24.8807391304348, 26.4202608695652,
> 27.6685217391304, 28.7919565217391, 29.1248260869565, 23.7573043478261,
> 21.0943478260869, 23.507652173913, 24.0485652173913, 21.8849130434782,
> 21.6352608695652, 21.4272173913043, 23.0499565217391, 24.8391304347826,
> 25.7961304347826, 25.9209565217391, 29.3328695652174, 30.9972173913043,
> 29.4993043478261, 25.7961304347826, 29.0416086956521, 31.9126086956521,
> 31.8293913043478, 30.4979130434782, 30.4563043478261, 29.6657391304348,
> 26.9195652173913, 25.7545217391304, 27.9597826086956, 26.2954347826087,
> 25.1303913043478, 25.5048695652174, 26.4618695652174, 22.8419130434782,
> 23.7156956521739, 25.5048695652174, 25.5880869565217, 26.1706086956521,
> 26.0873913043478, 28.5839130434782, 27.2108260869565, 28.043,
> 24.6726956521739, 25.6713043478261, 23.5492608695652, 25.0055652173913,
> 24.5478695652174, 25.5464782608695, 27.7517391304348, 24.4230434782608,
> 25.7961304347826, 23.7989130434782, 26.2122173913043, 26.2122173913043,
> 25.0471739130435, 29, 27.7933478260869, 27.7101304347826,
> 31.163652173913,
> 32.3286956521739, 25.6296956521739, 26.6699130434782, 27.9181739130435,
> 22.550652173913, 22.9251304347826, 24.5062608695652, 24.5478695652174,
> 26.3370434782608, 30.206652173913, 27.1692173913043, 27.0443913043478,
> 28.7503478260869, 33.7017826086956, 29.4160869565217, 26.4202608695652,
> 28.6255217391304, 32.2454782608695, 26.9611739130434, 26.0041739130434,
> 24.6310869565217, 24.0901739130435, 25.6713043478261, 23.7156956521739,
> 27.6269130434782, 27.4188695652174, 29.3328695652174, 29.2912608695652,
> 26.5450869565217, 30.7891739130434, 26.9611739130434, 24.9639565217391,
> 23.6740869565217, 27.4188695652174, 27.7933478260869, 34.3675217391304,
> 36.2399130434782, 33.9098260869565, 34.0762608695652, 34.8252173913043,
> 34.2843043478261, 31.3300869565217, 31.7877826086956, 28.7503478260869,
> 26.4202608695652, 23.507652173913, 25.0055652173913, 26.0873913043478,
> 24.3814347826087, 33.1192608695652, 31.4965217391304, 30.7475652173913,
> 25.2968260869565, 27.7101304347826, 30.0402173913043, 31.7045652173913,
> 30.206652173913, 25.0887826086956, 29.957, 32.6615652173913,
> 35.4077391304347, 28.7919565217391, 28.9583913043478, 28.292652173913,
> 30.0818260869565, 27.9597826086956, 30.0402173913043, 28.1262173913043,
> 31.4965217391304, 34.3675217391304, 33.1608695652174, 26.7947391304348,
> 30.9556086956521, 27.9181739130435, 30.9972173913043, 29.8321739130434,
> 27.9597826086956, 27.7517391304348, 29.9153913043478, 32.7447826086956,
> 25.3384347826087, 30.3314782608695, 28.7919565217391, 32.0374347826087,
> 27.9181739130435, 28.292652173913, 28.7919565217391, 33.2856956521739,
> 33.9930434782608, 27.335652173913, 25.5464782608695, 28.2094347826087,
> 30.2898695652174, 31.0804347826087, 33.5353478260869, 30.5811304347826,
> 32.4951304347826, 26.9611739130434, 30.9972173913043, 28.8335652173913,
> 26.0041739130434, 31.7877826086956, 31.1220434782608, 31.2884782608695,
> 27.0027826086956, 24.8391304347826, 26.5450869565217, 26.4202608695652,
> 27.7517391304348, 28.9167826086956, 29.9153913043478, 34.5339565217391,
> 32.8696086956521, 35.948652173913, 35.3245217391304, 31.6213478260869,
> 32.2038695652174, 33.5353478260869, 32.5783478260869, 29.3744782608695,
> 30.7059565217391, 30.9972173913043, 30.6227391304347, 25.4632608695652,
> 31.8293913043478, 27.7517391304348, 32.2038695652174, 25.6713043478261,
> 28.5839130434782, 32.8696086956521, 33.077652173913, 31.5381304347826,
> 28.043, 29.6241304347826, 28.0846086956521, 30.4979130434782,
> 33.077652173913, 32.0374347826087, 32.3286956521739, 27.9597826086956,
> 33.1608695652174, 32.9944347826087, 32.1622608695652, 30.7059565217391,
> 27.7101304347826, 26.7531304347826, 25.6296956521739, 23.8821304347826,
> 31.3716956521739, 27.6269130434782, 28.1678260869565, 28.3758695652174,
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> 30.5811304347826, 31.2884782608695, 30.7059565217391, 31.7877826086956,
> 30.6227391304347, 30.0402173913043, 29.6657391304348, 30.7891739130434,
> 25.1303913043478, 25.1303913043478, 24.7975217391304, 25.5880869565217,
> 30.7059565217391, 27.6685217391304, 27.4188695652174, 26.7115217391304,
> 29.8737826086956, 28.2094347826087, 30.4146956521739, 27.4604782608695,
> 26.0041739130434, 28.0013913043478, 29.6657391304348, 24.215,
> 25.3800434782608, 22.4258260869565, 25.0471739130435, 24.4230434782608,
> 24.5478695652174, 29.4160869565217, 29.4576956521739, 27.4604782608695,
> 29.0416086956521, 26.7947391304348, 25.0055652173913, 25.421652173913,
> 24.5062608695652, 24.4230434782608, 24.1317826086956, 23.0915652173913,
> 21.7600869565217, 23.2996086956522, 22.8835217391304, 22.8003043478261,
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> 22.8835217391304, 22.7170869565217, 22.5090434782608, 20.9279130434782,
> 20.7614782608695, 22.5922608695652, 22.4258260869565, 21.1775652173913,
> 21.593652173913, 22.0929565217391, 23.1747826086956, 22.7170869565217,
> 20.5950434782608, 22.6338695652174, 23.1747826086956, 24.0901739130435,
> 23.8821304347826, 25.5880869565217, 20.5950434782608, 20.2205652173913,
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> 20.6782608695652, 21.6768695652174, 21.0943478260869, 23.0499565217391,
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> 22.1345652173913, 21.8433043478261, 21.3856086956521, 21.0111304347826,
> 21.2191739130435, 22.3842173913043, 21.593652173913, 22.4258260869565,
> 23.0499565217391, 23.7573043478261, 21.5520434782608, 21.9265217391304,
> 21.8016956521739, 21.8433043478261, 23.7573043478261, 24.0901739130435,
> 23.9237391304348, 20.8446956521739, 20.2205652173913, 21.2191739130435,
> 21.0527391304348, 21.5520434782608, 21.1775652173913, 20.4702173913043,
> 22.6338695652174, 23.9653478260869, 23.9653478260869, 21.9681304347826,
> 21.2191739130435, 23.0915652173913, 22.1345652173913, 21.6768695652174,
> 22.1761739130435, 22.8419130434782, 22.3426086956521, 20.2621739130435,
> 23.6740869565217, 25.5048695652174, 22.8835217391304, 24.464652173913,
> 22.3426086956521, 25.1303913043478, 21.8433043478261, 20.3453913043478,
> 22.9251304347826, 23.2996086956522, 22.5922608695652, 23.7989130434782,
> 22.7586956521739, 24.8807391304348, 27.7517391304348, 25.8793478260869,
> 27.1692173913043, 23.0915652173913, 24.0485652173913, 23.4244347826087,
> 26.2954347826087, 26.7531304347826, 25.3384347826087, 23.2996086956522,
> 22.6338695652174, 21.3856086956521, 24.5478695652174, 25.2552173913043,
> 21.8433043478261, 23.2163913043478, 23.0083478260869, 24.6726956521739,
> 23.9653478260869, 21.8849130434782, 25.7961304347826, 28.0846086956521,
> 23.4660434782608, 26.129, 28.5839130434782, 30.1234347826087,
> 31.163652173913, 29.5825217391304, 24.8807391304348, 25.2552173913043,
> 26.5450869565217, 28.5423043478261, 29, 29.4576956521739,
> 30.3314782608695,
> 31.9958260869565, 30.8723913043478, 29.1248260869565, 27.9181739130435,
> 26.3370434782608, 26.1706086956521, 29.9153913043478, 33.785,
> 33.9098260869565, 31.4133043478261, 29.6241304347826, 25.5048695652174,
> 24.6726956521739, 26.378652173913, 24.464652173913, 24.3814347826087,
> 25.0887826086956, 27.0027826086956, 27.8765652173913, 24.8807391304348,
> 22.3842173913043, 24.215, 25.8377391304348, 22.5922608695652,
> 26.2122173913043, 23.0915652173913, 26.378652173913, 27.6685217391304,
> 29.7489565217391, 32.3286956521739, 30.1650434782608, 33.9930434782608,
> 35.5741739130434, 35.948652173913, 34.9500434782608, 28.2510434782608,
> 27.2524347826087, 27.6685217391304, 27.4188695652174, 31.4133043478261,
> 28.0013913043478, 31.9126086956521, 32.3703043478261, 27.7101304347826,
> 31.9958260869565, 35.1164782608695, 26.4202608695652, 23.3412173913043,
> 29.957, 27.7517391304348, 24.0901739130435, 23.4660434782608,
> 24.7975217391304, 23.0083478260869, 27.335652173913, 24.1317826086956,
> 25.172, 23.8821304347826, 24.9639565217391, 27.0027826086956,
> 27.1692173913043, 26.6283043478261, 28.0013913043478, 31.6629565217391,
> 34.9500434782608, 35.699, 34.9084347826087, 34.4091304347826,
> 25.2552173913043, 27.4604782608695, 32.0374347826087, 31.2884782608695,
> 33.1608695652174, 35.1580869565217, 27.1276086956521, 25.8793478260869,
> 26.9611739130434, 29, 29.9153913043478, 32.6199565217391,
> 32.5367391304347,
> 31.871, 34.3675217391304, 33.3273043478261, 25.2552173913043,
> 27.9597826086956, 27.4604782608695, 28.8751739130434, 30.7891739130434,
> 28.7503478260869, 34.2843043478261, 29.8321739130434, 31.4549130434782,
> 30.3730869565217, 29.7489565217391, 27.4604782608695, 29.249652173913,
> 30.5395217391304, 30.8723913043478, 34.5755652173913, 33.4937391304347,
> 29.1664347826087, 30.0402173913043, 29.3328695652174, 26.378652173913,
> 27.2108260869565, 27.8349565217391, 26.9611739130434, 28.4174782608695,
> 30.5811304347826, 29.6657391304348, 30.9556086956521, 30.5811304347826,
> 32.5783478260869, 33.785, 26.6283043478261, 27.9597826086956,
> 28.1262173913043, 28.1678260869565, 30.2898695652174, 31.2468695652174,
> 32.3703043478261, 34.034652173913, 34.6587826086956, 34.991652173913,
> 28.4174782608695, 25.6296956521739, 32.3286956521739, 29.0832173913043,
> 25.2552173913043, 28.6671304347826, 30.7475652173913, 31.8293913043478,
> 34.5339565217391, 37.2801304347826, 33.2440869565217, 33.4937391304347,
> 33.6185652173913, 33.0360434782608, 33.9514347826087, 27.4188695652174,
> 27.0027826086956, 27.6685217391304, 30.7891739130434, 34.8252173913043,
> 29.9986086956521, 27.1276086956521, 33.6185652173913, 36.656,
> 36.2815217391304, 31.163652173913, 27.2940434782608, 29.4576956521739,
> 32.4535217391304, 33.5769565217391, 32.0790434782608, 32.2454782608695,
> 28.0013913043478, 28.292652173913, 27.2940434782608, 27.7517391304348,
> 30.0818260869565, 31.9126086956521, 25.172, 28.8335652173913,
> 23.9653478260869, 24.0901739130435, 24.1317826086956, 27.2524347826087,
> 23.5492608695652, 27.7101304347826, 24.2982173913043, 23.7573043478261,
> 25.4632608695652, 27.2108260869565, 24.7559130434782, 27.8349565217391,
> 29.0416086956521, 26.6699130434782, 25.0471739130435, 25.5880869565217,
> 26.3370434782608, 25.6713043478261, 26.7947391304348, 27.5020869565217,
> 27.8349565217391, 26.5866956521739, 26.5866956521739, 23.9237391304348,
> 25.9625652173913, 27.2524347826087, 27.2940434782608, 27.2524347826087,
> 23.7989130434782, 23.258, 22.1761739130435, 23.0915652173913,
> 23.4660434782608, 25.8377391304348, 29.1664347826087, 30.0402173913043,
> 25.421652173913, 23.507652173913, 21.7600869565217, 22.2177826086956,
> 23.6740869565217, 22.1761739130435, 22.2593913043478, 22.5090434782608,
> 21.7600869565217, 24.215, 21.7184782608695, 22.6754782608695,
> 23.0083478260869, 22.1761739130435, 21.3023913043478, 22.6338695652174,
> 24.6726956521739, 24.8391304347826, 23.4244347826087, 22.2593913043478,
> 21.8433043478261, 23.0499565217391, 22.4258260869565, 19.8044782608695,
> 18.5562173913043, 21.7184782608695, 19.1803478260869, 20.7614782608695,
> 19.1803478260869, 22.4258260869565, 23.4660434782608, 24.0485652173913,
> 20.9695217391304, 21.1359565217391, 25.0887826086956, 26.0041739130434,
> 24.0485652173913, 25.5464782608695, 22.6754782608695, 20.8446956521739,
> 21.1775652173913, 20.9695217391304, 22.2177826086956, 21.0527391304348,
> 21.8849130434782, 22.550652173913, 19.5964347826087, 19.2635652173913,
> 22.3426086956521, 20.636652173913, 20.8030869565217, 20.4702173913043,
> 21.1775652173913, 20.9695217391304, 22.4674347826087, 25.6713043478261
> ), V5 = c(1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
> 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
> 1L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
> 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 3L, 3L,
> 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L,
> 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 4L, 4L, 4L,
> 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L,
> 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 5L, 5L, 5L, 5L, 5L,
> 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L,
> 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 6L, 6L, 6L, 6L, 6L, 6L,
> 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L,
> 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L,
> 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L,
> 7L, 7L, 7L, 7L, 7L, 7L, 7L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L,
> 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L,
> 8L, 8L, 8L, 8L, 8L, 8L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L,
> 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L,
> 9L, 9L, 9L, 9L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L,
> 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L,
> 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 11L, 11L, 11L, 11L,
> 11L, 11L, 11L, 11L, 11L, 11L, 11L, 11L, 11L, 11L, 11L, 11L, 11L,
> 11L, 11L, 11L, 11L, 11L, 11L, 11L, 11L, 11L, 11L, 11L, 11L, 11L,
> 12L, 12L, 12L, 12L, 12L, 12L, 12L, 12L, 12L, 12L, 12L, 12L, 12L,
> 12L, 12L, 12L, 12L, 12L, 12L, 12L, 12L, 12L, 12L, 12L, 12L, 12L,
> 12L, 12L, 12L, 12L, 12L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
> 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
> 1L, 1L, 1L, 1L, 1L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
> 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
> 2L, 2L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L,
> 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L,
> 3L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L,
> 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 5L,
> 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L,
> 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 6L, 6L,
> 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L,
> 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 7L, 7L, 7L, 7L,
> 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L,
> 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 8L, 8L, 8L, 8L, 8L,
> 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L,
> 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 9L, 9L, 9L, 9L, 9L, 9L,
> 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L,
> 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 10L, 10L, 10L, 10L, 10L, 10L,
> 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L,
> 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 11L,
> 11L, 11L, 11L, 11L, 11L, 11L, 11L, 11L, 11L, 11L, 11L, 11L, 11L,
> 11L, 11L, 11L, 11L, 11L, 11L, 11L, 11L, 11L, 11L, 11L, 11L, 11L,
> 11L, 11L, 11L, 12L, 12L, 12L, 12L, 12L, 12L, 12L, 12L, 12L, 12L,
> 12L, 12L, 12L, 12L, 12L, 12L, 12L, 12L, 12L, 12L, 12L, 12L, 12L,
> 12L, 12L, 12L, 12L, 12L, 12L, 12L, 12L, 1L, 1L, 1L, 1L, 1L, 1L,
> 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
> 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
> 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
> 2L, 2L, 2L, 2L, 2L, 2L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L,
> 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L,
> 3L, 3L, 3L, 3L, 3L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L,
> 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L,
> 4L, 4L, 4L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L,
> 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L,
> 5L, 5L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L,
> 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L,
> 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L,
> 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 8L,
> 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L,
> 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 9L, 9L,
> 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L,
> 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 10L, 10L, 10L,
> 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L,
> 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L,
> 10L, 10L, 11L, 11L, 11L, 11L, 11L, 11L, 11L, 11L, 11L, 11L, 11L,
> 11L, 11L, 11L, 11L, 11L, 11L, 11L, 11L, 11L, 11L, 11L, 11L, 11L,
> 11L, 11L, 11L, 11L, 11L, 11L, 12L, 12L, 12L, 12L, 12L, 12L, 12L,
> 12L, 12L, 12L, 12L, 12L, 12L, 12L, 12L, 12L, 12L, 12L, 12L, 12L,
> 12L, 12L, 12L, 12L, 12L, 12L, 12L, 12L, 12L, 12L, 12L, 1L, 1L,
> 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
> 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 2L, 2L, 2L,
> 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
> 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 3L, 3L, 3L, 3L, 3L, 3L, 3L,
> 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L,
> 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L,
> 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L,
> 4L, 4L, 4L, 4L, 4L, 4L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L,
> 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L,
> 5L, 5L, 5L, 5L, 5L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L,
> 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L,
> 6L, 6L, 6L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L,
> 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L,
> 7L, 7L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L,
> 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L,
> 8L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L,
> 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 10L,
> 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L,
> 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L,
> 10L, 10L, 10L, 10L, 11L, 11L, 11L, 11L, 11L, 11L, 11L, 11L, 11L,
> 11L, 11L, 11L, 11L, 11L, 11L, 11L, 11L, 11L, 11L, 11L, 11L, 11L,
> 11L, 11L, 11L, 11L, 11L, 11L, 11L, 11L, 12L, 12L, 12L, 12L, 12L,
> 12L, 12L, 12L, 12L, 12L, 12L, 12L, 12L, 12L, 12L, 12L, 12L, 12L,
> 12L, 12L, 12L, 12L, 12L, 12L, 12L, 12L, 12L, 12L, 12L, 12L, 12L,
> 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
> 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 2L,
> 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
> 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 3L, 3L, 3L, 3L, 3L,
> 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L,
> 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 4L, 4L, 4L, 4L, 4L, 4L,
> 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L,
> 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L,
> 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L,
> 5L, 5L, 5L, 5L, 5L, 5L, 5L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L,
> 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L,
> 6L, 6L, 6L, 6L, 6L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L,
> 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L,
> 7L, 7L, 7L, 7L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L,
> 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L,
> 8L, 8L, 8L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L,
> 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L,
> 9L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L,
> 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L, 10L,
> 10L, 10L, 10L, 10L, 10L, 10L, 11L, 11L, 11L, 11L, 11L, 11L, 11L,
> 11L, 11L, 11L, 11L, 11L, 11L, 11L, 11L, 11L, 11L, 11L, 11L, 11L,
> 11L, 11L, 11L, 11L, 11L, 11L, 11L, 11L, 11L, 11L, 12L, 12L, 12L,
> 12L, 12L, 12L, 12L, 12L, 12L, 12L, 12L, 12L, 12L, 12L, 12L, 12L,
> 12L, 12L, 12L, 12L, 12L, 12L, 12L, 12L, 12L, 12L, 12L, 12L, 12L,
> 12L, 12L)), row.names = c(NA, -1826L), .Names = c("Serra.da.Foladoira",
> "Santiago", "Sergude", "Rio.Do.Sol", "V5"), class = "data.frame")
> >
>
> [[alternative HTML version deleted]]
>
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> PLEASE do read the posting guide http://www.R-project.org/posting-
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