{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# PhenoCam \"roistats\" Files\n", "\n", "Here's a jupyter notebook demonstrating how to read in and plot an \"roistats\" file (formerly known as an \"all image\" file) using R. In this case I'm using the all image file from the alligatorriver site. The all image files are in CSV format and can be read directly from the [PhenoCam Network web site](https://phenocam.sr.unh.edu/webcam/) using a URL. To use this notebook you'll need to install the packages, `ggplot2` and `lubridate` from CRAN." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\n", "
datelocal_std_timedoyfilenamesolar_elevexposuremask_indexgccrccr_meanb_10_qtlb_25_qtlb_50_qtlb_75_qtlb_90_qtlb_95_qtlr_g_correlg_b_correlb_r_correlyear
2012-05-03 12:01:10 124 alligatorriver_2012_05_03_120110.jpg70.15241 NA 1 0.41935 0.38485 102.85102 2 24 48 74 103 123 0.98502 0.92033 0.93415 2012
2012-05-06 07:31:09 127 alligatorriver_2012_05_06_073109.jpg27.97539 NA 1 0.42260 0.36243 91.86082 24 38 53 69 86 97 0.98148 0.89940 0.93900 2012
2012-05-06 08:01:09 127 alligatorriver_2012_05_06_080109.jpg34.05378 NA 1 0.42547 0.38116 96.38509 16 31 47 65 83 95 0.98094 0.90209 0.93915 2012
2012-05-06 08:31:09 127 alligatorriver_2012_05_06_083109.jpg40.10441 NA 1 0.42459 0.37440 92.04720 16 31 47 65 84 98 0.97965 0.89689 0.93617 2012
2012-05-06 09:01:09 127 alligatorriver_2012_05_06_090109.jpg46.07717 NA 1 0.42391 0.38027 96.31717 15 30 47 66 86 99 0.98024 0.89955 0.93733 2012
2012-05-06 09:31:09 127 alligatorriver_2012_05_06_093109.jpg51.90043 NA 1 0.41835 0.37313 97.34223 16 33 52 72 94 110 0.98050 0.91031 0.94106 2012
\n" ], "text/latex": [ "\\begin{tabular}{r|llllllllllllllllllllllllllllllllllllllll}\n", " date & local\\_std\\_time & doy & filename & solar\\_elev & exposure & mask\\_index & gcc & rcc & r\\_mean & ⋯ & b\\_10\\_qtl & b\\_25\\_qtl & b\\_50\\_qtl & b\\_75\\_qtl & b\\_90\\_qtl & b\\_95\\_qtl & r\\_g\\_correl & g\\_b\\_correl & b\\_r\\_correl & year\\\\\n", "\\hline\n", "\t 2012-05-03 & 12:01:10 & 124 & alligatorriver\\_2012\\_05\\_03\\_120110.jpg & 70.15241 & NA & 1 & 0.41935 & 0.38485 & 102.85102 & ⋯ & 2 & 24 & 48 & 74 & 103 & 123 & 0.98502 & 0.92033 & 0.93415 & 2012 \\\\\n", "\t 2012-05-06 & 07:31:09 & 127 & alligatorriver\\_2012\\_05\\_06\\_073109.jpg & 27.97539 & NA & 1 & 0.42260 & 0.36243 & 91.86082 & ⋯ & 24 & 38 & 53 & 69 & 86 & 97 & 0.98148 & 0.89940 & 0.93900 & 2012 \\\\\n", "\t 2012-05-06 & 08:01:09 & 127 & alligatorriver\\_2012\\_05\\_06\\_080109.jpg & 34.05378 & NA & 1 & 0.42547 & 0.38116 & 96.38509 & ⋯ & 16 & 31 & 47 & 65 & 83 & 95 & 0.98094 & 0.90209 & 0.93915 & 2012 \\\\\n", "\t 2012-05-06 & 08:31:09 & 127 & alligatorriver\\_2012\\_05\\_06\\_083109.jpg & 40.10441 & NA & 1 & 0.42459 & 0.37440 & 92.04720 & ⋯ & 16 & 31 & 47 & 65 & 84 & 98 & 0.97965 & 0.89689 & 0.93617 & 2012 \\\\\n", "\t 2012-05-06 & 09:01:09 & 127 & alligatorriver\\_2012\\_05\\_06\\_090109.jpg & 46.07717 & NA & 1 & 0.42391 & 0.38027 & 96.31717 & ⋯ & 15 & 30 & 47 & 66 & 86 & 99 & 0.98024 & 0.89955 & 0.93733 & 2012 \\\\\n", "\t 2012-05-06 & 09:31:09 & 127 & alligatorriver\\_2012\\_05\\_06\\_093109.jpg & 51.90043 & NA & 1 & 0.41835 & 0.37313 & 97.34223 & ⋯ & 16 & 33 & 52 & 72 & 94 & 110 & 0.98050 & 0.91031 & 0.94106 & 2012 \\\\\n", "\\end{tabular}\n" ], "text/markdown": [ "\n", "date | local_std_time | doy | filename | solar_elev | exposure | mask_index | gcc | rcc | r_mean | ⋯ | b_10_qtl | b_25_qtl | b_50_qtl | b_75_qtl | b_90_qtl | b_95_qtl | r_g_correl | g_b_correl | b_r_correl | year | \n", "|---|---|---|---|---|---|\n", "| 2012-05-03 | 12:01:10 | 124 | alligatorriver_2012_05_03_120110.jpg | 70.15241 | NA | 1 | 0.41935 | 0.38485 | 102.85102 | ⋯ | 2 | 24 | 48 | 74 | 103 | 123 | 0.98502 | 0.92033 | 0.93415 | 2012 | \n", "| 2012-05-06 | 07:31:09 | 127 | alligatorriver_2012_05_06_073109.jpg | 27.97539 | NA | 1 | 0.42260 | 0.36243 | 91.86082 | ⋯ | 24 | 38 | 53 | 69 | 86 | 97 | 0.98148 | 0.89940 | 0.93900 | 2012 | \n", "| 2012-05-06 | 08:01:09 | 127 | alligatorriver_2012_05_06_080109.jpg | 34.05378 | NA | 1 | 0.42547 | 0.38116 | 96.38509 | ⋯ | 16 | 31 | 47 | 65 | 83 | 95 | 0.98094 | 0.90209 | 0.93915 | 2012 | \n", "| 2012-05-06 | 08:31:09 | 127 | alligatorriver_2012_05_06_083109.jpg | 40.10441 | NA | 1 | 0.42459 | 0.37440 | 92.04720 | ⋯ | 16 | 31 | 47 | 65 | 84 | 98 | 0.97965 | 0.89689 | 0.93617 | 2012 | \n", "| 2012-05-06 | 09:01:09 | 127 | alligatorriver_2012_05_06_090109.jpg | 46.07717 | NA | 1 | 0.42391 | 0.38027 | 96.31717 | ⋯ | 15 | 30 | 47 | 66 | 86 | 99 | 0.98024 | 0.89955 | 0.93733 | 2012 | \n", "| 2012-05-06 | 09:31:09 | 127 | alligatorriver_2012_05_06_093109.jpg | 51.90043 | NA | 1 | 0.41835 | 0.37313 | 97.34223 | ⋯ | 16 | 33 | 52 | 72 | 94 | 110 | 0.98050 | 0.91031 | 0.94106 | 2012 | \n", "\n", "\n" ], "text/plain": [ " date local_std_time doy filename solar_elev\n", "1 2012-05-03 12:01:10 124 alligatorriver_2012_05_03_120110.jpg 70.15241 \n", "2 2012-05-06 07:31:09 127 alligatorriver_2012_05_06_073109.jpg 27.97539 \n", "3 2012-05-06 08:01:09 127 alligatorriver_2012_05_06_080109.jpg 34.05378 \n", "4 2012-05-06 08:31:09 127 alligatorriver_2012_05_06_083109.jpg 40.10441 \n", "5 2012-05-06 09:01:09 127 alligatorriver_2012_05_06_090109.jpg 46.07717 \n", "6 2012-05-06 09:31:09 127 alligatorriver_2012_05_06_093109.jpg 51.90043 \n", " exposure mask_index gcc rcc r_mean ⋯ b_10_qtl b_25_qtl b_50_qtl\n", "1 NA 1 0.41935 0.38485 102.85102 ⋯ 2 24 48 \n", "2 NA 1 0.42260 0.36243 91.86082 ⋯ 24 38 53 \n", "3 NA 1 0.42547 0.38116 96.38509 ⋯ 16 31 47 \n", "4 NA 1 0.42459 0.37440 92.04720 ⋯ 16 31 47 \n", "5 NA 1 0.42391 0.38027 96.31717 ⋯ 15 30 47 \n", "6 NA 1 0.41835 0.37313 97.34223 ⋯ 16 33 52 \n", " b_75_qtl b_90_qtl b_95_qtl r_g_correl g_b_correl b_r_correl year\n", "1 74 103 123 0.98502 0.92033 0.93415 2012\n", "2 69 86 97 0.98148 0.89940 0.93900 2012\n", "3 65 83 95 0.98094 0.90209 0.93915 2012\n", "4 65 84 98 0.97965 0.89689 0.93617 2012\n", "5 66 86 99 0.98024 0.89955 0.93733 2012\n", "6 72 94 110 0.98050 0.91031 0.94106 2012" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "library(ggplot2)\n", "library(lubridate)\n", "\n", "baseurl = 'https://phenocam.sr.unh.edu/data/archive'\n", "sitename = 'alligatorriver'\n", "roiname1 = 'DB_1000'\n", "\n", "csvfile = sprintf(\"%s_%s_roistats.csv\",sitename,roiname1)\n", "csvurl = sprintf(\"%s/%s/ROI/%s\",baseurl,sitename,csvfile)\n", "df = read.csv(url(csvurl),comment.char=\"#\",header=TRUE)\n", "df$date = as.Date(df$date)\n", "df$year = year(df$date)\n", "ystart = min(df$year)\n", "yend = max(df$year)\n", "head(df)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "## combine date and local_std_time\n", "df$datetime = with(df, as.POSIXct(paste(date,local_std_time), format=\"%Y-%m-%d %H:%M:%S\"))" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Warning message:\n", "“Removed 1 rows containing missing values (geom_point).”" ] }, { "data": {}, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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pZTU1Nz3vxGXGgvpxl9Do7WHRx66KHN9/r2XrVCF7nSBQUOSY+4rRhqDTBMJsGT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T5O91I3V00ufTHcVPRTNTAsCy6wXkfBZd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\nScL5JPKkqysQItL81dZJa2Z7tV0KSD1d0q2gI0GXWLFVRFpQF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iXIwFaSJBB6dYyAD7CBqE5TiLxKKHIFNFUOR3QIzNV6zpIAI5m2MFpz\n9o/w0G0VQT0JskpsSEiO4V/Iq2CIaNIb3QpmqvJsQaIrKBHj+VuiZB3Sgbc2/BfZQbS8T++C\nHj1LnuhSd0kiYzwESgfKsexV0mwcRB1umAe9+l3gRop1LxEBP+4588r9bPEK1+h9lgQYQUF8\nJBjmRke6ec+t+BB9WAefwUk4DDP5GWxAdCTA9OM86ygxoT9r3IsuEpEwK14oOjkffvNDOoMt\n/B4OuJ6OH6KGHPFj3UvEGVFzPXOBCRJsNsVOkD0xQoIsHsVu2aQxfI+EsUcJnbu3GeI6P4en\nfM6a06eiBL0FE4PrihCSOPOnK5/zI2suUbHLI0mMteRvfF9RxSMmkpGXtpPD9fiXgpRkF97Q\ns868cV3bZ+bGLlwXbohFtsHSoYIFvIDROlKu5T3bq9mG8b1K0tiu7qBiqvddX+LMPsQvryNk\npgRYEomr2YVhXhIURcr3hH3wUTHTevJ7PAlui8O678by7D4blxzxZ3HYF2mKxT4zjmQVPsMH\n/sov8Qe4zKbEEDZGj/RlVwocYRsKN4oitssqyIj/vlzLe3zauXAId2AbdreI/7rCI7C9riP7\nMqdZcN7ccCtJJb/nU/yOrxHcR+KmgMCnFChwOPGBL+N08PKtJdAKD3SOM8FTOEuHYgedEHoW\ng/m42AwH4Abb8SgFf7eDj23g5wqffF48sW5s7akVaeA7X8fZFO2sK//HF2t8wVfFfzagQMOW\nYK1jFUZGySMBvtJKzxAoz7kVRg2YCMDiQD1xZpAcIxWlc8Z1zKGRcGCKoHIk1UHPHHlft4jT\ncU4/ABdJ4xTAVDLsG+8ETs7EMBEqCZexVKEEaM7HCSXN6TacO79rHWe9EHrznkGACPIgkaFf\nerVOgE9FV9fAWhMkRdCr4n4Qz5r8Cr6qfggTfQkMqru6dfQI7ARUxBUYC1yCbECO/iRREiLP\nfnrfnIA2XSPn9CvAsxndS6TZ+BKdVBndG+AHkMZxbUFAYgWw3deI7r81mykBlpjwA0Uj+qVD\nCQaiVP1ZwUFF1dx7sY66vPxL4ESQkR2JssDlR5CLIDnswHu2wCqO+BZP+qQ/CbBz6BmhoV/r\nhjjZtmsrH2wRMOmafUh0BW/XV/X3t+TIj3MFcTZmjtkWS+dr95N5XvM115qFGPEDRJHuFBf5\nAXJK8kpPsFJxBGFGoDyaYleF7WiKYyQk1uchVssH7R/xjG0pPEp+4bCY4Pkv14ctYoddQgoc\nBBGDP+yHHtkTUm1LJD1KchAcGKTIhfi6rq2PfBwpMr57hCns2/HImCQNRl0ak5aJfeAf9sX+\n9o7rfIW/STStj2c2EcwUkvhehA+as3W2nsR92AVAdBN1ccRSvgp3kWxYwsf4n+QE4aVTWOBL\njMQTelWUth7wxhwkWXDejpAUL9gccR07ACRcfNu4eMeXFrcRaWMT47MNxNkPvOfrrm/uYpDi\nHU4xQmZKgK2rIrMkVlcU3kava2vBbyQvcJbwb/oRp2EtX7au/qYDtiKBsXtHYsRX+TnslYTy\ne/giCeKHcIMd6Bwa27zEXgkwO4I1rq1Ap9HBHvnxW0vCNCtwAfoXGyRj+JuiqN99LoETP9g2\nPYwU150tAVacpjf+bJcEDDw0Lk3wT7iND9llJ87DZPZCl8Q9wQuxQCwWw9iQ4gJ9+py/KVbQ\nN3xgL8Zmb/ycL9KP82EGnMDR8TM4Do/5ucJIClV4GYHbMFwyzi7YW8Qc+DYccA8+C7djE6PE\n/T46wFdY7b0D5bm3ALh8eUpAppLljIGwSGgEuCoCmUAXAlU/y+8cRcAyLofgIM6TvCA6DJ+x\nJyFzHmLGQQRI3R4gzAkROWBpbRmqKpXtOapi3lOVUh2tY2UeW766t5kSYFsgrZNvYUSIkIUQ\nI0Ht0vVBjAAdQi3gISYCkmCYBBoZEkhVfIEyMAaKBNACViBK/+zI8QIcuxMcI8DaXCVEKs6S\nOHbgeMGevZiPcZBl1ydAVyAWyEcIm0XI3KefvUVgkkwKcElS+YU5SjgFFu9LKBQUkJFjQl/x\nJQSJrpFk62u9+a/790UXgqz3BFLrYHwEyM4NdqZTJFAiWxJvxEgANSY96gawF9uY6V0ChRxL\nnhBvYwrYjnVdHSSkCUmma/jgmsjZCHFP1nSWBBjhtK78QUFAgcquG74KI4lvdUUmEBDCVuCk\n4hKfjfBrdqGIwdecQ8f0YGyFL6SLjdE/n0SK+Kztb7CBHRAFEbpU6OKzfBjh5fMKIpJlWGEt\n4Ts70uWT1FpjY8IMJNS9SPZ0O5E/iTJipwts7BFinu5577jufzzgW0gl3SGpihlioeKmeK4w\nQde2O8NohBhJzVq5B/dDX9aXHt2b9ZXc6g7RMR/j87Yx+gyeiCUee4DZsEGcFq8RXrqVNMMb\nSY+EiJ690r8Yyd/5sbkkUfYsIn9nf3mmXfxSxGVvOs4IPQyCSzrWwf2tdQ+n2COb21vgKB1L\nUPmVNTmFe+buOPog7IWvSXT4Mt5CD/TiPT5Fh/wenngP1voRs9++dg9xCF16+OL7Gbxvuz1b\nwMfYDnyR6LArcYfN0S8/tpZPrWCuKyiGw3d28tp2sfD5zIXdONY9SObdB7sdIeYwUwKMf+Xx\nQHyb31sr60eHcJHeCJ/1vliZ5Nf77IEu6CRFMfqjTzHBLgBfogVvYTU/hzPegwXsBZ+H33nu\nV/zB0bxK0OlKM4tdsje+roNr5564JMZrrMCeKnzMbhFzwQXgFVtxT+LIKHkkwFda6b0D5bm3\nwXmA1ilgQUj75Nf4KiXAMclVf03BWMAEplU8T4DYAkGGT1SGU2HyvCiizFGBqqqRawmiHNX7\nKuDOR5gAKYdGohAxwVOyPUpmS4CtEwAntTjhfV8cBoys4bni+S+6oWdBTLVfAlCr8IDS3+xI\nB8+a6EgR1UqAJyE2DhEcBXRfZoVcmSfihYDTozEk8IhcnhtWeda9QOpczzkCObGtEvGTNI8Q\n6+de2bGfvcUWJAGD3VsHlWJJS8gPciHwSJaS/CI7nsvvfdt9CWJ8TdAkCKeg6DrOQ04lujp7\nimASVL5o/Y1vLoiVAIiwSoQFVv5Mf8aif+ccWgJsPQVMelUJVhiBHwIrvFCEg6mCrzl5TdJ3\nigReWy/wyvrMkgC7P/jI/pEGBQGJCSISQTCT/OY9r7YhIi+IB71YV/eGPPlhR3xfAoxM2VEi\n0YED4oaurSImwssX2RE9wWOJjjkgTPybrRCFGAVR82E3jrf1WgFLlxDhNSdEiE3QuePYgxhg\nTrFz9j1KrEvmM+qaa9fRUbU+/JyfSIj4F+zVuUVUzZNPievW0ZrZWsqfCRLMB4nOj909igl0\npAjBFhKzkWkFJv9fM9yH/3CEn0qYxGAJNJKKkJuD3V3mxIZgOnwUe8QERQ+7fFyTbxuPfbom\nvepYIqFwwdhwRkfKtdyrOTiWDY0QPjFLAkw//IOu+dx7uAen6ToYbr2sO+xVhEyBTIKiKMpv\n6UP8tc52A/Fdx+rcsgW8zGewBvfDt/yeuSjCEs8dsz8Jt/jvuo43J77ERsQJxQ/FUb/jbXAB\nHrBV9sJ2YIMEmI2NKnzMlgC7f9gp3vINWKloAId78b41VhTjY2tinf3ABb7EnxWY+DbuwAbg\nrff4ofXAsemP//Fru/bolN9LiMUFNsVWJNPiNt+mPxikmOUHh1hrVEh2fY772W0kPtll6F5G\nySMBvtJKfysJsNutAFlvnyPo/AqmESBo2xwn4BDHkl/H69iqDqsKRziDICvxCUmT1KRqZS6A\nE2EWnFWajYMcC/jO4RB+B7Yq1uYjMCBoHsA3Z1/4MEpmS4BVLoGJJFMAigA0SUWtqAEwSQri\ndEwkLgiRAKVQgWRLRgVhwcqY9CV4snsgDTSRcsApmfJjHEJfyI7tbgAcYAvUArEuscRIggFI\ndTFsgRFk/QjegN245iGhM4bgzUbc8whBMtnhLAmwZ6kkINlVYX1Ccq0HghLCk/VBKCU0gl2E\n77Cf+CYCpBLsfJV+1xB8HSeA8m2dCOewIzaGIMEGwRRRz3PFkinb6RSv6Ewhhn0qjiDIqtUq\n3TqT/paY6QxJ0tkVOzMuPxew2SOiLWCyR0Rta5ktAYaB1gahMDf6WSNFWRe6cQ5dIJkKUtaO\nnkI0dH99JrGOfmAcv0PEYC6RvEqw+K5CC9+UrHi+K2NJXr0vhrAj1/PleEgcXfJ3NqtLTa9s\nCpaYn2RIoYOPiRHO1QHke+an2MLnR4j72TMB9owvPCXwFbFFPOkINvMh2McHxFKPG8FVc+bn\n/HMN4+mAjxHH0Ck8iA3Rk86NdX5qmC758p74gtxaF/gM33X/JVK6gWxSHKdThRI4DcvpzTPh\nrgVT7DBgs/QvyUaO+b/z4QRMYWO4iPk73xz5/QiZKQFW8FE88Mw0vb0ncFlCkV0ZjudDbMTz\nljCDntkN/fqMjdEn3BevJTzeZ2twnz/DBxggGVbklCjDFDwNX6MrxzqfnmGD4reYQZ/OFXdw\nQXr2iIRCh+vAGY+8SZDxPxwArinAsRdxbYS4jrnPUujkQ3Zqsn//LZFX8Zx/r4l1M3d+ekqM\noVjJTyXDcMU6sxFFbbjN/2EIHdGzYie9+f35+XnRGUzgr2I9m4Hx4gAsYUvGEbPFE1xNQYve\nI8a2K5Su2RM8U+xw/Ii4nnk8EuCsxCdfGci3LogHR0sXyf0g1YJdCPKxewQenuHlBAAzAnCB\ntwRIZ5kgVsCQEzJAYAwIAaAqECfgSCpgCLdAjBgBVckccmCenFB13NiC6SiZLQEGNqryKsbR\nkzUGhoguAY6qe19aAiyROAdkJCCCHMIq2UV+BDkEJUUU16Mv2/IAmNckv4IlEsyeFFB8w6tA\nCFzNTdB0jkBobnTpFUGjb1szfY4cs00+ZisWgH1pX9TCfhAwILq1CDzuf5YEmL3zTUUC92/b\nkgRUhV1SmuJDXRc+w68QDsmGziHyys+suSSUL9KNJIfOBUm6ThdP4cl79OS5odfWaUZ0jes8\nJMy2RsEPsXIen0aC2AB8kAgLgOZvLvRqbggf26FTpN5as1/VZMcjdyrROlSCLsK/tVhbep+F\nGCkmIpZJIswv3bu1tbC+fJgP8UMFTLp2T73QPd/mp8iOQgMcQZAIXejcSMIUo+gKHvMNGOBY\n54T46ArpJnv+W6HD+65rHuw2CZrviTCOe+Pz5iouSII9V5idBRIlRGmEmKf72iuu8zn60HFL\nUoIoKgTzV/7EZ/gj/KQLOiC2ThI2QuhLzOpFbIbHdJ5zJabIt4RJwVMxih8iuhJZnT3YgtCK\nD/RrnuahKAcDJFpsMnYpmTFHCZTnwsUIxVCJPXKtiMK/0oGkc7qnd11l9zqq0DlTAmwrOB3B\nUOsd/tTrMX9bp5r85n12rOtqLEKHdIeDwWBFDh04BQz8gB/Tuff5JNsSD4wDv/mgxoPCNZ9m\nj2wGV7Nt3pcfOUaCZM70CMMlymK/rc5it+QLHnmMw/vW3rzEd8kYu6T/ETJbAoyj0b8isVho\nnfHdY/hnLfleFVhMFBkjdn7AUcUs3KrGAQmq2Ev4pK6uHT2Hxi9xAcUQsZ+O8DA+yd7wffbA\nxxUs2RCcMh/6h198O3hgfNfFGewggU/OsbvPedk95Lit5ZEAX2mF9wqUV5r+MoxAVpNfbwLN\nJFWnroWIcU5G7lUyy4lUABEwTsJBIggtYuU8IphzJkBt+xsAQJwBIyKtkyQYI1IAFDibG2D1\nOxI1SmZLgN03AilIEWuu0q5gkPVFhP1XB0BJAiGwVEBaTuz+QYp0FuhOgNSpESgEKkmWjp0A\nBmBVDekZWCLPiLKiiOCmSgxwkR/BVAWSXgGdDhPQkzR5jkgQ9cUcgiiQNIaArJPlb0DqPugc\nOCPLrgGME+C727jKn4K/68+SANtpIZhZN4kg/LHG/FfQUXSSDFtfOqniGOQY+COrT63AxI9s\nl1dJtqY6D/SW8ZzP/1wXcbLjgl3QYciDtaFj3R/Elv0Iovze+iWpda7kmy26jut5zhEBMz5C\nRec//vjjUqhxLkxBxmCD4Dsi+XXP/IfeZ0mArTlSxAcVBKxLJTh0YL0I0gSHrZdkBklaE52G\nYLfP+ZHkBFGik150eOnNcXT32oogyJYkSBFLwcx55gHXFUUIG2NTvrPA1l7z9vwXgqyg4p7Y\nD6KlIwRP2IpHK5CoX375ZTmmn88Wf9O5+e8V1xFOGEo3MFBxy5pYS3r0NwzVeRFL6dp7BLb7\n3doThQiJLj/kqxHr7nETNhWM8DvfVWji+76ciN+KzdZDYow4K6DBf0VMn4nPcEfyai5iv3mK\nE67JfxSqU8iS0PF5dud4WIBEO57e3SsdSJrZtOuMEDbI59ny3kK/4h0fFu/ws3NFDJZY8Dlj\nKDiEC/A/WCqZZSf0oygpYXX/fBPHcYxzJKR8UtFLnBVzCBtRSMcz6NXuMHqVqIULiA94BjzB\nH8QcSZLYZI2Np+DmHAVY8yVs17VhUOa9fLDRP4lhs+A8fcE8/mQtNH34Si9sxNZj/kN31jZ2\nouDAh3Kee8PnssOjjoUzKmJIbhW68AAYjjfyb4UNxS56tCsQ7vNb8Rr3hN/mYg52D8ACP66t\nmOV+qtApv8b54AwsETueW4fZ36PkkQBfaaX3CpRXmv5VhqkVKsaNxCLXHES1ECnnEICPU9eE\n2AQ4lODqM8701rZg+l0CLum1xhwPsUa+bIvi/JzJdopRMlMCjJwIQABIhw3gWWcgVwMHQHOM\n/+YAsFnnXqx5vswGMBCJCp0pQtTxdCasPaLiv0wArJ73AsCqepJswUuAc13Bz3WtnYCq2ojk\nCXjA17HA03YfxMn8FUH8IE7AGxF0f4IsO7CVE8gqlKTr0N/Ttf5G/lybXfvZU6xDkhZBiz/Q\nJ+Iq+NE/oUPBRALhNe/znfyOBAlwftiPwgMdCUSSzCSvxkOWbEOlC91ACbGOkeO8IjU600iR\nH90FpAYh97vOg6QWTgjudowQY+r+8nXbHV2T/hE/HWr+ryPAPiX0SAFbGSFsnt5nIUaIiARU\nAQNeJumxFgpJnqGydoTvwEydlFOCoPLF4K5dG/wS0dGpIRJXhFqSonPLh3UF2ZUimO6T7gFs\nt62VfUhwECq6pzv/lYcCp5jATl3DuIpbPpd80SubPnwtpEncYQq9s8vM59T9XOMzOt8zAXYP\nEmCJh3Wy5hIOa4mUWkMJizVDIvmbeOtzc6fLSHwJVtZiNtuGu9aabtkTO4Ab1hoWKGbBb90Z\nscMYkgUJtU4w31b8gNk6ld7zO//25U26wjrA9McmxBMEm91IjnSBdJUkVQo6iiK+hEuCjUi7\nl+wQyP1s+cr+rMveCTD/8sVH/FsiI14mJp9z/5IOCQXxKn7DfT4r3tI37oCXsR1+6gvX2JNr\nwWj6sUWaDuA6PPC3AqhGBPyXEMEYuqdjdgKj2KTrmIfY5H7Yj3jgWmwbPllr3E5hhe0Zz/vs\nmC24d7xha5ktAba2/Bl287nXVmRUWLReEWuaL4zDsxS0FLtgKb9SKE3y6xx6ohP67QWnUniG\ntdZC0ZT+FaTEFYW27BjTpBCvcTBFEfggOXaOgqbHHX3hHYyHVXx77REGtsQeFVPFAMf7P85H\nCp9yjzjVOcKHKoYeO+d/L02OfXiL7zOuWxDGiJQIVp8RYxCOKJgi3BzZ7wCV0UlsACHhzCqV\nulgCKFKmoug9AVDAlxAjzRIeYyH8uoAc9l4TYGRBguM1216RB+sKUAhglEgIMt5P8iMI+mID\nAUsSwrkldwAr2x6XAVb+SSKi+4qc0bPghfAgESp+Ehlj2nLpPcHM3OjadYD7oZEvP8YQAB0n\nuZbQ0jc9+wFUEiLvuS/3ZAzB1ZdnCcA1OKxM+VNvzZYAWyPkVEfU2lgP61QFgRAMPYMtaDkO\n+RB4sl6IjC21kl/HI8T0BeT97b6rILaSHQmhhFZSgwBLymyJdjxCA/69mp8ujsTFDgV+zO8l\n3oIeoo6g60QJpHDBuHQsyUfIYACiJjizHQUWv7PZrYVNwatZEmB6Q4rZPt9TXORjROKKfPAl\nAkPfS34dpwNjveGuseCCdUd6jYVUKbJYe/ZiPRQ9zEPnQTLjd10fCbjdJzqHkiM61x0ytsTY\n+MgGzLZVFybBd4RJEYUdsyFYhghLtPywRba2VrhzD9cW92gee8Z1NqcgGfxGaK2jooCkGEbz\nRZiJpPqGVwXJHgf9jSjzKzrM1mhrpuAkKaETiY1kNAIrFDcULXIdn/FbejSuYgVcZg/icYQf\nsyGkGglnG+zM+HTvc2trHF0kZF8X6NBigcdfYJbrBP9h0gixlu5r7wSYPvgL3cNwCYois6Tk\nHJHAWnO2AoPjd/T13Iqb7hHeWle7svgXX1ao/tK2ozoerxAzfFcHPxbfHSdhto2dzyp60j8c\ngv98FTZLut0D3/cjQYPXiir+Fl9wEXNgj8ZU5HSO3/k5DBHnxCTz2VLYpGvPgvMKAAoOMNAj\nJE8tboYrWwcx0K4AfgRD6QWvk9zyt8SAumZ0Wf27fuZ8tqIQ7lViCgPxa3HE7jD4IG573I5d\n2oGG99mVkoTboy1sj09LhiW0vveBX1XhX/ycTYsTintiEBxhm6PEmlhDuj9H2OEjAV5ZqT0D\n5cp0PvwWoGPAjF+wRI6TWPWDCpCq0CHT+RxJFvycZxzCKXXsdAVUkpBm5ztGVQopV4EU+BiY\n9wGurgKARo4EfVVqY5qjMVWY8vxjrr/1qyQeAJj/3uILBiQagAmACEa2nwlsgAQpVp2TXAKq\nSiR8zvkFJ4BLkBj66ROf3KdERRIq4EmUJTaSXtVqSTGgEwQRMjpW1TdmgMN1kGiAZ1tPulUZ\nH5HWSUaGVKjpGjj7QYgEBGQJSB8aWZIkCZZbg6b1MBeJh589BVjrriCn1sgr0rBGEtipuVtX\nYicAguNva4ZU05ExfHunAKl4JTBYcz7o/AQwW1JVfV0rJNF2O4RHkCb8QuKFTCA4Pjc/AZEt\n8FvYYg623rFXZM357Eh1GdFDyNiaZ4zhEjLkmvACJjh3a7FG9D4LMcr9KhxYo6pz/oAUXeoL\nSI+1js+zb/ZgzYm1Rl7ZBjKuYIYwIsvsAx7y99fWpfCFPYg7DIE3tlMiTsit8ZFjxEeHA7nS\nMYJfEh0JEtuQNMEVx8N84/ufAhRpamcza7HFK527/l5xXSzUPeM/CkZ8RaHBFnG2qOAUn3b/\n1lVMVBxWrJAoV7FLB27UL6OEDTr6YoMEN+RYwUr8ZkvWvtqYMeE3gqzAifAirci5ecEGuMF2\nYLQxEGjdIQm4rq57Ez9ssXUteIGw+6+UFMDFfD5uLJ+xF7gzQmZKgPPf4NAdTgVDree5ApPx\nAbYsJvMx/sRu+BE74dewntCn3+lEMsUXHSse4F22oeNh/k4iJHmV/MAQ/AMXxN9gkKSJnuE3\n3MYH4AI/hvnigjgh0TZXOIMfeJ894Ai21hsjWHTuvV963GwJsMQQPipqaUbhPuYYgbf8C0ZY\nw+iQfvknPF8THC08RiIr7sYeHM/+/aQwpvjh+jgencIP/gjX2STMluTi4ezAMWyNPRgXFtA9\nDHPdiO6xR+HEGZwEB4Fdirq+YXqUWLdHAnyF1d4rUF5h6v8ZgvHHUDmS6jDDXhNkKF/IUkkX\nsiIo9tV6gMrgjQ/Mk1g7lzNxGudwdk5hi22IMAe0rRagcxbkS2DWsbatMmOtzfPa782UAEtm\ngFW+cROpIUAHmAhIgpdjBB9ARA8EwUOakvwiSHTh/WPCPhAUoAFMdSElIsBZMJRsuxYC5m96\nVOFjJyqakldECziaW7rRdMs2AKv5GEcXGNi6F0FV8mRs648gAV33i7AfGvnfUqxJAsfeCTAd\n8UskRjXd30iLZKIX+uJXEZVjx8U3rb/dA/zVsdZRcKU/OlWYMn78Cwl3XQRFAKUH+qQ/OOE8\nX2Rk2yM74dcIUzoBbMW16dd5/FcRzTlsCdExJ3rl8wgwnQvoEmB6cH2FEPdlvluKe6f32RLg\ntXumE/O9VPhWfF6nXYKrkxDfdO/IiaQoj6D4f7thsc8UNuEIQZYkOj/99NPiv8ZgIxI2v7Oj\nn3/+efkM4UbYEF4+DqfsEmEDkmDFHQTFPcF85F+yNkLo3JrsFdcRX75nXawtX7EOCoPwsX+m\nznOdYqVElq/w5Sq2kVpP3TQCvyWcfNwjNNG/zxBv/qdIVRNp2C3eOIdfS2SMkS2qdGfOdYsl\n/0WSFbbFfFtx6VDM5sMwXYIjsWJTbATJRszZpe6ROKOLOUKsm3W27nuK9fVdFxIQcVCsPCf5\nFRPpjf1KoiRJdMnP4KUkk675mPhc7cQ6S2Kd5/MkMPCar4q73lfEkNjgEpIvscg1jI+TwQQF\nWtc21lsrYuIWbNg9KFor7MAP48IUyTk+KWY4R9HE9n/viVl2AW0pbNocZ8F5u25wJ/qxI+e1\nFRfZQYpR9CgOJjbSB8GzdPnF1yoS5X/++WfBVzqjR9jmld76uAFDFKj4Mr9Op965OAAbMgdY\noQmjIOJvNgSLzA3u82E7d+iTDUfMl63BI/fl+sb2fm3S5PitXrdKgLfdr7DVajzG/c8KCLy2\nuRwTzom0xilznApvrUBxPttUOUSSrxzrFbAyeiRHN4CjIum21HAqoqpEbAWSIDtWQsXRUv1a\nDrizf4CUYK1YQKwFQmKdrbeAY62Ali+XQkTXBCHKFibrC/DoIgKEBTmExfUkO3muQyKkimsu\njrF1EoGVWCE5dKRLb1wgqPJMkCWdC4Rb4HEcoiNwInJsQFfQuIoxkjzzNI7OE9A0n89u1889\nfiuvSAEiihSoqgsa5xIExBMRqWJN6c02ab7sGVvEl/0Y1/pab8cgRbZE0o2kV6CmY6Tc1lfF\nAXZmXogRsgMn6F1xQ8CNuAfH2AUgSZYIEeQJCVLAcTzijCDDCHNFvFzH+w85vQI6rda4Srpq\n9b38LhlBvvlkBKHxHtJjt4hunPfsBtGd4o8SW3gAZ/I4Crvk0/SLZMEk7xE6VhiT4Dy3LZke\nxRAn+L5n3YjuJFtHwiTZEmc2eQ/C1wg/pC+Jo8TGmkkaerEN0tqJuzUeeu4S/ks6EdEIDJZs\n8O/gcT7zXoih91xfUVsiIlmhAwmqmKxjSyRrEmykXecy8xd/4INki67ZD4zBKzwL7JEmMUmc\nN3dxRyLih6/DGNe/N0k8h3XnijWHtX74KjsRR61tv9OqH1Myqphh3Q+tqMj/7dpQiFGglCzp\n0npfZ9bv4rK4b4eHc2G+Lz0UkxXbncceXN/WZ7sXJNO29IpBiUXmygbMW5FFrJdYSeJxUMVT\ntn9PkmQRP0qBGJZWgcmKSwoSEVxazPVZFYUl2AFD7fqib5hsB0DP3z0u9/333y/YjaPxa9zQ\n+RotcEP8dx7sdzxewFYltfk/fcVvyTPMVxDvRbEVL6RnMcq5Kab1x35rfz+eAf7WNHbF+QK0\nKgwbqAE/XYo1kWDpAAiWgj3iazsdoHQeApzkDRAIirZIcXQP6PfXXLvGtd4DMoLNDIFZZU2w\nkLSkWOA+ERjbjBAWhBWgWlMEI18kozJLN461pp4p88yZSpzkBLAKbI73PLZjkVRVRt0G1T2J\nqzFVcH3md+DoWV8dXUm0rh+yhAwhQJmncZFiutdNMJ6kBiAi7oKnxAvRNh7Qpm+kmNCBirfj\nXXNLYV+uI/HauwPsvnVUEBzFBuSyD45rayEYISvWnz8hOoJYOvj9OZIUxyDQ9KFKbntr/3y4\nIM0XBEBESbA1L4TGtmcVXgmyBJfubJc0X/7seJ8h4WyD6Eaza9uh2ZNqtgBqSy2ClEo9fOjJ\ne38Pn/1bkYXeZ+kMXHI/ioU67Mioe5C48BdrRj9PrbiUhDTjsgd+iiTRqfPoBZGmV76aZ/jY\nkYo/zIbTdGps+nUdRTDjEDbKllyT/vgzzDI+QXwkcBIeBTb618mQAHrfNczVlls4sbWYF59n\nn3uIBNP6WTPryW8QUevgM/Oy9pINciz+8Z0UnZyrOEUH7Jo9BNf6e7TukmYklk6tvfOQYJjN\nFhRLkGg2JiEyJ/HDzg3zlby4jsIaok1vcMu8YQU8d5w5WW/2o9ghthgPziq+uYfaVe7nes2/\nYZY5790BlgCLnexdod86KS6Z35qwDY+w8De+6Di2wc/EUHqK0Lvkln6qwHnn2MGh2Ei/unvi\nvrm8ti6kbc2SHbE+DQp6cw57YTf061wFMbFFksT/kzQrbgb7FU3ZFM6BI7J114ItiiRikJiP\nE+IYW8lsHWDrwUc0EWwJti69aBTBUjhNl/SkEOkLyOBnhG4kyoph7MLxihd2VLGXPgbAfw0O\n3yfA9/zAnEPDIgkw/ss/vGeeYoYEVvHDjj1rCdt9prAJPxTNe4zCMSXT5m2HkXkaCxccJSn0\nWcdzxPzOiT/fnTPY45jxK8BoR4kKrm0sHEzVkOGkMqVaCNSJiiDH4gCq/wgPUFXVFmwJh44D\ncT7BERnzypHuVTx/oToKcKogJYAoya7PPE+DyEYkEzrznJ9dKE6oyiIgghag1LUzjuKEAIT4\n1O4+vUmyJS2qhnYEEMCdL2TRvZHAsIVqf7p+OkmSYyTNdp6IJM/1BFOJMEGYKlgLqohzqqU5\n95Zf+Y+qLD0oFiBrkjPFoFOie06PiIW1TdLqd6DOp+ibLbAL76vOuob19aUnbEcnqBdkSXC1\njVkxBhFWfFG48uU7RCBEunSHdA2MjwjBBDqs3/4YoswukDXdA1jh9wQqwTVdkn4+t/y3tdNJ\nOUcQTklkyBM7sRWSnyMrCPWasBHH6ur1ooDCz335DbL70r7sjO5U8+k8gvT4oWPimunY06Fz\nfM4+EHSFDpgPx9iZXUQ6ycgYe2JLrsEm7kHoDFkV3ySViK2Ew/rwNY8AKURJUPnHMUn8VHxS\nxLK9OGIt2UjF5HymeELoTeIsxiiI0pPkhR0kfktSzU2MgEseoZDUwG5+HvsznsTIZ0g1gRdP\nLbHWdbabRHLluyXEDvwB9kuIjHMvQi9iKh+UBPIDMVTh6ZiIhc9tJ4UiZ4TOJcCwXzwnkio/\n0a/3+K3CE1uhW9elUzGBXuhBouLHMRIgnX8cQ1IsMcIZ4AlcMHd6hOOuK9HyN/7Gjo0nlseX\ncRQJF96HE4jxij9iBV4AL8IbzfceRIEB5xXf2f5ba1b04rtS4Kj4qfiAB4sPdAI3rL1EV8PC\n4wURPEzCqmnguCo4NVswjiI5/7RzBFbTL/vAGcUReoUdiuL82lw8+gIjPN9r14ECjkI9H+5F\nYUyyC+Mdy77Z6i3IhzrAFI0QA9tUrFT9Laxgm2rnjAskSM8ugAfhkKwgGwyY0a1tqWLgHIdj\n9eIclRPEmTMZSxWnF6CFAAl4xBYqDm1MTgMUBUyB3jNNxnMOZ/Oe6iO9A03BlMOqdLqeJEy1\nCSh7/sC9OWeEzNQBtv6CiS8OqkRDRVDV3NpFBBlJpeP4GHBDolR1rZ9OETBSLUQ4deYES5Vh\n3+oHRJ2LsBqLSLz87nr0RzeEngG45EjVXyWY//qRiAFa4AlUAa0gLCAKhp5zEyxVslWIga4v\nURG089UgLUkAAEAASURBVI20bNO8nCNBS+D2nGLmsEzkSv+Yjy6FgNEHjStd4qxhrL0vkhPA\nrAeyqDvPZ5CWY6K4ZO35Ot0IWNbJNzlac1jAn+jcF6fxQ/aB2CDO7pkvRpArfmAsPol4ZbeG\nMfi4OSpq6CCyAwEaOUKiJDnGlhQLhNFZKsjecz33i2j5Qcb97ZWtCfyStS3F/dE7UjiD0AuC\naA3WRGERdvNzOlBQRCrpne9aN4ktYu13Iu66T8JOiGSVvvgXch3h5zrzMIcPsgGJkPFhMWEL\nCmB8nv5hiTWMSOB9WzRia12RaV0uBTp4g3yJUWKDccyJr4eEJXnKeFu8mi+f3yOuWxfbv2Gk\necBI80Am7aqRFEhG+RL8Zgt0y0fpNLqUiMJ1OGEnBpyuBVF6gaf8ke9GjIvk0p8EFJl9bsmV\neYmxtjg6nr4VUt4aOdf11cnlx54ppldFL7YD7yOuhSuIDWINv2anYpWESVdLTDEO/KBzmMDm\nqg1lvGu/uj/rJ/nbS2wplUgq+NmyimvRib/Di/u5mbM1DdfyufMUpOlJoZpexHb+qsBAJCb0\nAW/pii74nm4s3eNvCi58UFz2je1sDMbTO3vktzr8zhWDxGrXhu0SWXpko4otxnxpRTOxhQ1J\nfMQSnV5YY/5PrSACV+AArGPb1gEebCVsNHi01TUuGdfjAvixdYazElm4Z+3hp9jIN3xGHGdt\nxUdr5lyxHY5bX1gATxSuxANcGp7QPVtT5IIHkmZcW3yGLc53jOIEfMEbxRe7uhTM8Tbck7/Q\nHb2xCeP5mx3o7rIt/l6FPZkrjqqYzR7YnQ72KDE/GEn354j1h1Pvyb+R9b2jyucWEClTXeYI\nEUGI0jispOkhH18BxumZG6/EejPsNUG0GPGaSEwFJcIJGcWaMG4dxIjqM9KruoWYcSyimyNA\nA2FJUSqdnAHZJ5IkRJ8zOz5bXlWc2Igusm7HvYkEwBcJCD7viWPTvRUsJYvAlA0AsegbuZL0\nePW+tUaIHC+JqgCV7dUKVb0gryrXAp7rIbHp8tKZwKaT4ZkVHQRBSLBkNwgfsJV0S6AESjZp\n6yZANZ5AjbDYxuPeXMsxtywSDQQYIaJ3voDUICYRAey1VYHTofE+IlQT2Byr0yZ4Wmc+6Rjb\nzQQ3uwEI4tzbl63xCA3hx/RBJGDmR2D2L7/8siQ1gqwtcQKhZEc3T6VZoIZHOhXsj90JsERi\n5jMdMNudEUBB2qtj2Ne9CSJEX8dEIA8OCuy2RarIh9BLQGypq7ahyERvBAFKgQc2uB4Rk5Ey\nGA7zkSmJK33q/Cly8T+EzHODulaSZf6JmFWxw4CPI0quxX4UMXWb2CEsd102yMfZJb+2a+Ee\nuv6SGQRTIvilFSEUG6p/W8sULXymUwYT4QC/FF8JvqRDjHjyZXZQBSmWsOS7HPKZhFsyS/gn\njFfUcA22JQ7TofmJCWK8H7HYvOAC30YU6ZCwKzYjzsfWvA8j/LBpduTeJbswjC3jFpI+hZF7\nErFS0mg9iAIDXVwidKZ7p1PoXMku/+W3iiJiMT4FT+lJo4mOiII3/BBvvYo1unUKrgTeGxsP\n5N84m/lKmM2dsC+26Npwh6/zb/L7778vCS17MhY7Yp+SZufBHnEdfuCBcCXxZhngxv+xZZiO\n5D70hHPhTPyLH8YfJKnZMWP98Dv+5REUXI2+xG4Y63wJnxwrX4hlPJwLdiha0ZNrw3LnwHq8\n3PuKXfh57JDdBDsUzcV4Ek4Gqz0zrnBhjF5gBlskxqRv/OYW5OIOsE4W0EWObJeN6O4gx5Sq\nYsDpAgo5ZobXPSrFn71vJORYVRUoHas2cjoOQQRXicyaAFOBj9NVUaXyXsYQKJFs81EF8n5I\ngKolAZDIMSKHFHFOIAkcETqV7drtrNe79u9IOeBIcL/2+JeMB5AEBxXYY7pEJHR9JIkpfnhP\nogKYAJSESrCS7KoYq/iq/vmdfvrqXeaogi+ZEVwd41hBTUIDzFQZiWQWUB/adikCJM0nAtAF\nY7pV6QSujjEmu9CFQIKBORsxf11fIkDQhyp3b2sZ/7Ovgof1FcSTIHx2zI+ebz10XXXsrZE1\nq6JwgUj4THDTTaJHoiKf4Ohv9iBwItqKTQix35FS5JNe+JzE0zrDOURHUSL+a+19Wyk/dDzb\nQWAVVvzOl2G3YgedKYIJ7PSfe0Ci2Itx+TaRpDkONvhMsBSorT/9uz/kbksxd3qfpQOMQPKx\nXudZA2smIaJveqIPetFRs26+L0GiwYeCF3nG0PpKWtmEY8RhuELgrJggUXFtNkNPYrZkNY9H\nSMh8nvnRnaIK7IYnyDGbkGSxxcRzunQs0mYsc4Uprsse4ZMCCb0jcFuLteHze8V13Vd4Z719\nySBfhIFIsXVil2IiwgtjrS39IZJ8Bm8SDx3LPxUXE0uzdtaVb4vfHqtQEI8gwIoe/B73ohd2\nZBy79HAAcQc+u5a5wqV0kZBo+jKunRowCRnn82wSTrsum8L9+D87FCesu2vjDuyJLSsIIONb\nCzu0tikYbX29tfGthSTHPCQJ7ptukhRbn1MC3yWL9C8++904bMS680X+rYCowI3nwQ0Yh0/E\nf/mhLamK3/AC7rAFx9M1XxSHxAw7+PwN5yXK7JYtSsLZiDk5RsGMvL29LdeU7IoB7Mp94gjs\nQYzAS4yPZ7EHRXZFsi3E9c1/FpxXTLIe/IiO+L01tIvSOsLPSAqKihR+h8fPbceGmGntFQ75\nkCaS9XSf4kBwFqeid/54aPwMP1ec5JvwV/FFE0MxxPi4mePwNMe5Hj1bO1hD2Gt0rHi91r0X\nZ+Caa5irXUEKKSmS5P62fOUPU3SAOSXyg3j1wpk8g2ahOO5Dvo0VQHSAWRUOAtwE1CrvJa8C\nrkCKyAn8QFawSlXQ+/coqraq+4oBEQAVIPKeQCrw2MokQBFB1u86RBIZhCvEEonRkQHCayK5\nBcTIChKruwhQERidOQHSlldkOoK8Of6YCPhsIkkV4i2wmrcuJ0BVbYYPkihYADwRFQAsQOgu\n3IPkmVh+hJT0IrAIkLrmCIb1CqHzPj2p5hJb0QQqJAOR9podGD7nX4onvu0XRhsvIklR4fVt\nrnxTwIbhiDZCTN9ItoCqusvWBDf2I7kRMJOEuTYSQq8pLPFpQVY3AhFGqAVhIqCKC/cm/IDP\nBffq/SMxIZSSX/5BHwR5+uOPP5atpnw1fuYzWxb5WgQ2IM7EeZIXZElnLrsCJEMSGtvsdHx1\n+mEIPeaaGS/E0itdsl94Ts+5D/772nYt8GUFGxiCvEmy6Jn9Ol8yrbhyq6IIaIuihIT+FJH5\nGV9AOpFSIpFEGiMwXmIED/g/STGBf0ef3reOip3wn07hvUKonV18jBgDOfR/tUuo+b4feOxZ\nf0mvedKlazoWtsCDFCZhNdwgdpXoFikomE9N4txL5oxgS3QQdfghqddJknjdi0j8CZu3DoS/\nipH85D1xLD9RHKE/j7dIamEtXsDf+ZbjJDcKn+IAf3RcEgL+CNMVqdieeEMXMIZuzA1nkJSy\nIztJYAysj9jazr4kZxJwtudc9ozL4xmEn+MRdhu4ls9dy/XZinjCTu5B6F1shHNwgFiPFOUS\ny7MW4il/JHxSUdiaSXh1ZsULhXAYzR7EEIUNhSj80W4NHWa8mii02N1B8EpjibfmIs7TX/1+\nCE0Tfur/iVYkd33zsCtI4bJ+N8QyaPuHPu3skTibp8cl8Lv+u2xy/Lf2enEH2CIB32P/3xvH\nV3mkxHQIZlqUvSrFo9aA0QPSY1um1+YB8FLx8zkH0imS3AC29wQR4qQAlNi2Abidy+E5DoKg\ngpitve+NeY3PBWuBJET9GmN+dAxzAYyCkmocAXK6uwANeVI9BUiKSNaTXvgQoqpzjtz24nyk\nqhfAjGjrSgA3W+rpQ0LsuUJjAUuvCBGCZBx+nWSnH9PfknZb9p6enpbxgD9iLRgKxBIm5NC1\nBGTVSgGY3wHoEC32ETK1dp2Pvuca5m89/ewl7E6AYXvIQ/WvzMma6fyo0iMNiAYy7G9Jps+s\nE/0Yxxh+6Nwa2zYpqCKwjlFsom9JkgSFjoggJkHSXVDwQNjzPjynG7gNO9gdcsX2JD+pYgvO\n1lWSxX4FQjsIBGzXY8P8O7bmnhFE82QTbHpLYbvmx+73FnNQ1KBfHVh6rGKd6Rex8LtCRhJd\nhUjH0yespBuYIFG2bZZ/snEddmQr/22F495awuIVMUaI2JJ1QbLZF393PWQrBJ0tEcdLimA4\n25VcsxOkmR4RIFiepB5polf2aJ7s5bl1M9gfzOL3rlmLa3UNrvU7nVsP9z1SJID+2xNJJx+V\nNMJFuydsDec7/eMIdX70Qs/xRZ9ZXzoztvuiR0mPMWGrJAVe41+SauTXKxxlc3xZosPu+KOx\nYQl8ED88ooC4+kzyWzmc3UFsgq04R1dQ/KdLfMJc6FpMQYD5Op5gu71kypwVSRRWasJf7/ma\nv8/QAZac2EpMz/w5u3fSKX3vfvl0/J6u3BPhQ/xNIi1hFf8VmjyrCXfFU8/ditn0Rfd0ovvL\nV40pCWYH/N1xtr3SMQxQnNGtFBfM33Fwhz/zV3jE3uhUHOffuoOOYRdiANuzxZ6P61xKmNmV\nIot5sv8txDq71gw4zw/z7dvw2prr1ltXBWDFJvyIj/BdBQ06x6GsL93BAPhFf/yYLeFTYgOu\nJlFVqKZv+K4AJpYrOGs4wAk6hRt0pwDNx83HNcV7Y4vDbIDfi9dsALbTIf8VS8yHLVRhl2xK\n1xcuwH9YAL/g0ijZqgN8cQJMuSpIFhnwVxE4da84nU7SjDI6UI5eA0GJE/SGfGoeiLQuMAAl\njP6pkWdgc0o4A0eQyAmynJs4j8M+N0IECBE3xwmkkjwkuXYyTl3jM58BlFkSYNVywM1vCBDR\nmQFoQE7VHgCpoKcKW+8dSEqCAKfihr97ca+IrC69xAT4sgNfTAHgCN9EUAS2KoIv8gtMe/H8\nqaAqwAnMqoi2zHn1vh/zShVcAmUOsOLvv/9erpkxkSRJFrIAvK8t1sW4eyfAiLEAZj0Fqj4J\nct/mKqgQx/GV/M0mkAuBjFhjSQXRvffNz7ah6RgJsPyLDgVZ689/kQRVaAmU3/mnpBWhcW1k\nxVjOQ2zohF+mSu0cuGBu7AkJkxgJtpJtRS1/O0fCza/ZsLnoXDseHtE5e0MMtxLXpPcZiNHL\ny8uy08LWZP7dizVK4ilB1nm3VkQXVecfqaQ7xUU6k+gaS3y1zZSv8WNjIaq+NBFxpRu4zAbY\nDMm1/C5BQX75OlLhGrk+rNDhcT47VMRwDNJtXREhXQmEHI7rICFdEq/sXmAHjoU3vrRPLNlS\n6Jwtj47r1ta6+mKhYKstqHxJnEMue4y1Djp4EhvreEwUkOmVjugUlkmu4Tsf1slBouEyW6Av\nf9sxADfojs9JePM9ENbJecZxvAJN3ZnhWU94wwYIf2IbEjDXlwyL63DMZ5I/8UgCxRbNUwJl\nXbZKfpaJff3HOmeO9f2Rv1tL680fYDC71/xJIrw2F74WjM/n9G3dwp/gOi6WYqVOny+fssZw\ngE/BeTpxLT7vXDt88C6JibihEAMjJE52gkiIjItfWD/+bIcBTqCLqzjNlxTp4QCOIlbTNc7x\n3PgcmxHb6J2N4prmReQDsAovsCZbyEwJsBjnESZcB9azBf7o0Rbrp/BAlymSwEu+Yp34ET4l\nMfXqOLgMx8RM+MC+8+wu3XkuXDMJtrguPkknkmFYxC6sPR3q/OKS7CC7B2E/XeERYoZEmg5h\nvM8Sg6recDj6Vixjo2zyS9st5pEaNjRKtkqA/2XFF9yF7VOIzFMjWLbJWXAOjQipVjICQWFW\n6cFn1nl+dF7u771tyv3YwFQwq2tTf++Pz9/AXCWJvuvxSBEADPFS1fJ8uP8uSdKHUNfjM961\nXxEQ5GSko67dg8CIFAE1YAWAVFAlIEAR+Alm5smvjpFGBMjx1rw/RpATHBBmY0hQ/AhQSZzM\nzbMqRGCzzVGHjyBHawLsnGPekiXBVqXTmK7n9dBIE6BGmGCDbh88EFgBLDKO0CN0gqpuUYB3\n7ZqfeQ/4E7ofYWPH5opYEPeaL8axJros9E0EI3pMkru82f4RBBUYVGbpSFBFVqwf0YFVdPKe\ntZVEKfYgN+7Zt5PawcEmBFE4zXb4qwKGooTtkYT+bWem117MVXKDPJkr8iMImjPbTfcR8WYb\nbNN983cYoEuIhCNQgihyJJBvJea1p87dF7LKL+joVJKTNXCMBNO8rZOChq4bkup+2AK90bVC\nioo9TNOFgSm+HZheEBjbJOkEgZLwRBTX2CG7Q5zqZ66p44S4I8GImXhgPpJamMSnkD02iVjp\nJuoIsGf+zy6RbxjCls2TnUnKtu4Gxt/30jv/EuskldZLzLNVsU9+U2AW++jo2Hz5kp0jh6+J\nqOISwkx3bIHf8UuElK6MY7tjRCELZpuXzpHPJabO1Znj93wRR6hzsKPA3CJwWjFDrGHT7E13\nWYEVxrNN9ofsi29I9nMj47ZQ13Ez3rVf+YB7NI/RIrkR63RUzUMiosgoMbHL5tT9+yJJeqM/\nuiQ4NbzklzrsuoqSIkUJIgmhLzHY5/1uGsUOn/NbRVd4DovFAQKz6VJibCutRNcc/Xg0Qowx\npuuLVezZY1XGcB4fg//GswvAzi6cwL3zeXgjvkigJFV2JW31mBOdm8+pNV5uesA//NLaWnt+\nTw/wjm4PX/2X3ypw+JvfKm5qhlgffiNG8i9641/W0yMPdumJC84TWz3rb9u5eM9u2AG8hvvG\nh898HP4akz2yFx1pybluNexnn2wLrktiXY+++a6/a1HMElrncAV/46l2E+JvI4WtuW++do6w\nx3Pk4g4wYFftArKUCQRtnRJ8ZenIlc9nFUTC4tzLj/uVoAqMuWfOJHAho94TRBhYPj/3VaeI\nw/TnAmAJjw6kYCm4shfVLsKQAQYAOfdaHznOvCT2gtVHzr/WOYARUTUecmwtkhwKKN4nXjn4\n2nWBoSQH+Vw7xpYbgQGgIbsZQ8BTJea3ee+ldajowH+TgTwJfPmsf0XsALVEiD5t00XSvS+J\nB7yqzwgTIHVvgqOgwO5UGlWUdb5VP4Evm5ScI1z99T77t3W0TukAf3a8j57P/q2ZAJIOLTuw\nHsiOceEnUmHdYGeuxW4FGsRC0oGgGE/hIcewI+RUsqnSbFsrYs0G6FOXl20hW86RjLBBtqDS\nzOe9L/DRmTm4nmSaPn1GbMWyJYuYw+vr60Kk6NvOEddyHuLElujW8YpdArBECCkyH1jgNfdw\nzVc+wcaRxWuOe+lYyA1d8BVf9lbPlyAhTPU9hM4Pf7G9VUGZ7vkJnNYtRFyRUbp1n97XbUeG\nJMvum9/TMZLj93oNumJfbA9eu14+d03XYke6yD43B+MjWDq9ihiOhyvmQ6+SXhiCrCmy6RQi\nyYgW23xrxRcdZPafa23x6t7Z8ui4LhFEPN0v/7bLCebAaWvjp96vgoG15C90bX3EJetdj7PG\nPg/GwzIEVBELuebz1p2u2VePoWIvvek68T24q2hCz3TsWuZW8cZ7wYPMRXfZmiqquZ6kmX/z\nfzYumXZt2yqRcNiAdMP1reO6OfIFYs0z51Gv7tXaKPrQj8f9+Lu4emgJi+LXsblYK8fiRDru\nbEKCA+PFdrwIRtvtQSf8jV/5DN/yOx1Hl+wQ3sJ6fE6SZbcOPUmszcMa4X/WDGZUDMJD2JS5\nELomCuTuR0HDMealowjrxSFC/4pz/B/PEisU1Ni4nQdej63DR993Tb6xN86bPz+T91h7NqEw\n4H16kiDCAgVO+Gq+bIU/iv9iLA7lPLpU0OZjOviK17gynbAVRQiYYFy6hDV0xqcVYeC6sfm7\ngpkCiuP4qDnakeF9cSH6NU9zEwusJ/vCNRQve0yRWOMuittwx84v47Gnj+rx0vMk7OIY+zvn\nXPcE496TizvAMXyBz0UQYpVgSqVICzqzcOxbFoEV0YzyBVm/1/sWoFSC6nvXXBOOynFVAtkH\ngESoiN+BNNvZ6vq5F07j/re+Tq537BXJsSaSRboQ2AAYMTdBA8gBSlXUdI4AqKRGVQ+xQFz6\newEGRNcAyCLPX1pC41jimgK1zwN+zy3pEdC8j9wi7PFl/mtrl+An0PJzW6mM9+effy5b3QVQ\nJNl2HLbkd/oWDCR9CJvkDogDever829+wJNOVDu3qOIixARQ9mu1fDDoH3oRIOhdhdeaCWj8\nAemRCOryIUQeF1GB7zvB1kowJL0P19tAPiSgrueeJb10wY6yHl5tSeWTCXzGYAM+cx592Wqn\ngOGRBsVMNomgIVdsy9ZJ5M+ckRz36R6IMSTQtul6FZjFBLamUyhx2kon7JZ9bzX+coNn/KPr\npnNDl3Uu1kll3tqwe7rlc9YFUcmxfCW/I5p0Q5/xIeuqwyDp4nt0r8pPT4gOwkxfwRdTljzD\nBAmuYhbdSVzMQTEEWdK1TKXf9WGW68AlxCOSDkTmKDEzNz/sT5Hr0JIA92bMY1/Ql/E++xpM\ny3w+O96551t3zwDzC6+wWtIIb0nmw1cQXV03mCQpINYXJkouENMIX6EPonDkuUsYCl/pTnLF\n1hFiekFOdZez1d61FExgDZylF3zA34qhHl/zHoHHcEVH07gKNBIqepfMiBnsjP0EX3yBDsxQ\nhIH/CLHz6V68YFfI9NbiHqxD1nnr69XxYToxB7qiQ1gI38TC9+YEL/kuG4C58EB8p0s6ZSOw\nV5IhKbK2Pk/yqYusSMo36YXNKUbycWtvbOOah2IFzIDbzjEmvzSWREmyzTbM33vik6SWHRmH\nnuGP3Z0wzU4R6y5eKd6KJfiBZMy1rIlkjK2+tw51Tc/9Ha7A0i3GPncOOU5xCD+zrvyizsnv\nnpv2yifssuHDYoC1gdNyJt1ZPmTtFZgUOIgiBr/XbdVF1nQQf927+EyshU4wLMDhNLVcjw1I\nWJ1nfvQpjriOa9fdXvBfAo93sj0xQQEzAiPs3mSjOtDPjTuyN7FGsXWU8Anzs07nCJ85Ry7u\nABuUEjgCxxcQVSaBIYBV+agLfM4kRh4DZG5ZEF8BSxWHMAQAR+gNePlJIAaUnCJ/Lwd+/cfW\nORVuZP1S4VAcFfEHiCrbAqVrcURz8lwJ8NhKXNc9Iyt7Ch3olkoGJJcARyEA+SWSS8kCHQDV\nX3/9damyInc+A3QILud3HtISEZiApXX0GRJimyISRM8CEiLER21BFXR1jYCX7XZAEkBKWBEb\nIAdArZ35CJzmj+Dp8vAf+gO6tlvbQqWgATjNyzF0bF46k4oQ7j2BXSFEt1EBZgsxV/NGTPzQ\nPxuua7bFdfsx7YxRGJTwIBARa21+dE831sfnKVjkOIHMtnI+aDuU49YEuYG3iJcgJ4lRFVZJ\nphP2FGFPkqrqc9YrokvlGz7TaUKcBWT2ylfZIXw3Tt22l/O96mwgTmxAx0AnyhbuL42cIV8I\n/hYSTHPdPYV9IyLsDWGBfwSRsNawCGnxI3GSMPNP/pfkps6fXURf9MJfjc2HkVTdPQmUz/is\nKj3s9TsfpwvCfuzEEBvYFvx1nLHsBIEhIVa5vnMq9ps7Qo6MwwB2zIatPXGv7kc3i77hCBva\nWsS60XHdFkZ4Kn7CWr5uTemwis/pWqJQfVjCkK4sXa2J+6IvsVN3VaGU3p3nOnRHH3BW0YNe\n+aikhs3QkZgBi4xhvopxbAg2Irb8mA3pEEq6dIDwOnOW5Pjc7z5jH+ILXIHfCDt8tfZsnQ2Z\nW5LxtXu61nvWkt3xnT1EPBMvYaEEUHIooaGT90QBFA/QDeQzfFw85a9wgH/54iLHia86c2xL\n4uEZcrjhsRRcT0Iloeb/8AD+SsTpQVdRMqNIpRBjLEVXuKxQ9dySGTbjMxjCl9kVzOa/bNa1\nFEXYjO+dsOaSbZ3F7O5he2zVjgR5ANtSbN1C3A8b3xPnxVw465v22bydVWJbBM5qLPAP/sJv\nxVVrzB+tl1dFSnqmQzagOC0hxvVgqO67uMHn8UOxk+7cv1fH+V3yrYDBd/m9V7GcDnECvqlo\n41EI8RwWROhfsYuNGEtMqDjld7yV4BmKJooi+AbcGyX8is+Z4znClvnme3LxAxQAh2Po4HDQ\niOAOjHUOOPdD9lkBFUGVo14S8DhUFdXjY5UcDnuNYgabQIIlIgRYIunV0bwP0FXFb02QB4FL\nIiHQISLAKCKoAHS6AK4SU4GRnzlX4CECEZD0efQoORLUrB19qTICXyCbIIGQqPzrJkhGzcU8\ndKoUrfwNRAUviRnAFXT9REdPT08LWKtEAmf2hNwiQ+Yk6ArCusSqhZJwx6pSezYK0EqUAZN5\nCMAjBEZJSEYL0ohsAu0qvkSCjcPKCF1InOiahNTCWPpIwKs24zjVeh36Q+u4pWrLHvyucIFI\n6UqdEnpgc2xF54eOEiDdA6Ij+TU3RDlCjwiQoksVgVeSjRggU8iZeIBUCdK3LrqsfNcWcMUm\nBEfiqBAiINOnGCpJkSASSUS1E35O13ysiqJGTfSQUuMqQkuirLPHkRAlfq7LIImhW0kSwkQf\nCJfnvRB3x/AP/toL3Hl7e1sSKYRbAVPhW2fSM2trQs8EufN9IKeE/XxWEEa2NlKQT35B4DA9\n6aohklX4Jl/OF9lYN8/1wz+iuAArjwn74duSU1+A46fGavqD67aaKzyIIzpN/BlJpWPHI9/W\nWoKGAEuSEHDYDlsUzeCzYxB5cQR2E/cnVsfP3YPfJTiKomIG+0ackWI4tldSemwdt3ifvvms\nHzhsDSWgEpVTXwDrc/EyNlHnZicIHzOmQrLfJTEwXGz1ZZY6go6DMXQo9rMhMRsH598pWuFu\n9MHe4LUkRyIh8VX80MXDxeAPoUfbeBU3XJ/d4RJslp0opJiPYgy9OwamELbvWuYlWc+Yy4c3\n9A8sVdyHg5JNmA4PIvzFlnQcTYGQ/ypGwEVrj49Yd0mxc+lFzBUv8C3JtBgicfU7Ec8VpRTd\n+DSsNraiixhtTnQuNogBxn5qfM37cIG9EcU0f0fMW4eYbcEpmF0L4jkOt7PTxbi4PHu0o+UW\n5OIEWEDk6JwBeY5YSOQb8cpe+Hz2eN1vBVIx4VAqgn2FUmLqyxPWhFMBtM8KkJT8CehEIqyK\nKEkjCB8AtZUP6N6aIBOe9Uh1TkXOD5F8IjDIAwASrLJOPkeY08VBmn/44YelShg96hAKRgAU\nICLc9GbbTYihZ9VUI/klMNWtAMxeVShdwxwr4VbtV4GUwBLgCbAFYR0jSZsKoPGCA34XgAkC\nbh7pRiBVxkSOADNiPkIE4xQQRlwPKVGMCJF5bc9i9eJ5bclpFYmLZBTBoH+JiW6rhBKZRYqs\nHTtCuPiOhNQWxRq0JEIq0AIkknaqSivJ0sWgD9vXkB2BVkeAIFqKJK7tvpClKuKA4E3YG+KN\nVJuPMdgX0s1mCZK2tZjnnkI3CgYSDXqwRvzelwQpCFgTpNVaSSasPZ0hkxIYwg8RpXyJjfcQ\nK3ZVfdT77IGNkGxb9zs7ogfb8NiC7az82fsID8yBF3m+2zm9sDFY7QdesUf+7J7y/zz357hv\nW2m9SpzWhI3Z2o+Ef5Yo202y1a6Ctbl7jx/QGX3xY0UnxS5xTBLhMQJ69bkkERYSmKC4BHOP\nCX3C2CoSU+fo7OSRCJ/DdMUmepGk+F0cQJz5I50pjuhWiRf8GZbQjfmHSBtLl8d98Hc4ruDB\nVujIucErX5onFrBlSS/bcH3zwg2R+GsUNsxpZtFdJ3bYWAPcl5+xZz5+TMR4elSEEKuJIrLE\nRvNCrIcNihv06zgxnuAKiqKKFdacDnzPRuYivip2RBSoU6iRhClE8z3cCx+ELzBIYYUEp8zP\nufDG3HwBmqRPQQeHMD9i262ky32LX46DU7DL+eEfy8E38o9CopjJ18U4/qWz7ndJMV8Rk8XT\niIQXbipgWh+FQT8KJXzSq2PELviOi8FohabYU7g4zIbpig24vXP4rMIXfSiu4wnwHRbwYceY\nX9WducEUu/g8ww7TPVusOLombE3hBKdgF5VzrB3/rbx38RZoARMRrsE5N0v5ghHQ58yVyOeY\nvV9rBX3vuRy7PmLaJ54KDpwgHblj5+Z9AVHVybYZnUTjAb29RKVLxSngyXkFU8mxe1O54uwq\nWp5LUAXjkED9oyLIGxMpIV4B0Oh1AGaCwv+zdyfHjTRJGoYPowhFoSg8txR1ajl4GT0oCkWZ\nfND1/u0WlgkkuBWrptwMBSCXCA9fPl8iwdIc0giY8ws2il+FgmJNp22eVziSGV9SqKJpGxKX\nh62YVVwIRB6rQoBV0ENsHlALcMCVn0pigKhCVvOBbiRfPa4L4AAwgLRTZWwFGplKfIC9dSnU\nPNaLd+9A0uM2gqHALBDqQErIyN/TCRJCY7+lCBaQ3Z8sLgsc/+AbrwLJWiyMyz7to+TErpzf\n4JCVTiz9kvk1kpRqRpEpDNUIsluguy9RkgzlKworSbjrSkwb2yOXzpuXrHqcvfPzXTImaaZP\nu4mu97SA7rViyneJGF4UGpobEig+RMaSP/ok5/7LG8fcB3vgGHuzO8IeFAmShc8gxQa/Uejx\ngelDnzHf0ZiSfwmmnRqPtdlRY5N1+vmQ5NXTHrCOXFdb1giEgXQY3pMxu5dITWIDjtGLggbG\nIBiBF74veSEfxbkER4JubC+2CXvx16Nu7md7kjz8wy7jK+DYKBs5smfjuVdChXePCZp7Etsx\nLj9Zz83r1s/kJfl62PAOv17uhz1s0ryKz2Sw3v9R3z0GCM/ole/YVWHjr1uy6ZFhsidLa/Rk\njXwJ8Q0vvpaf0h/ZanySqd14P4EhI0UVDNGE9N21CJ7CduN6ZFZewD5ggeN8Gu6ah3yMj0fN\nOHOwObLju3yU3Yg7Yo1zMAeGs1WJs5hgrRo73sUsx4yvoDe2+GIszY9+HnFh9pP+YVvW9qt2\nm9m3tYpxGhbkIbbzLbIjoz2CS7DQ/eUE1uI4nOWvbEv8YCtitlhJvnYA5QGesnK9glRMfdka\nD+5TdInHdALbFVnO29HluwowDUu2JN/Q4IJTbCHqszmdtz7NuYfN58QSu4F2gPHF3tgNG/Wy\nkQL38SIGsCcy+UjSnJE7ajAha1fg3VNryHNgbE/g3MMfjPF3TujMvHyIj2sSi/1kCx/EIH6J\n+LriVK7lJ2YwjNzYCGwmOziiGUG+8EMMEW/JWByRwytY6RK+aS7St11Zja4aK2zIU2ZyZ/md\npw3l2Zrbcj72yW81ychR3qgAhhlILIKnR8Qm2S/eYMFXEdwiYzyfIXYc7l67/u4CmPJ1vDwu\nt0ccTHJMqF/R8d/j4doxzvmdiWP7IwccJDDCL8AEbJzlDAFhRQ0Q4hBfaax7/AELYFtRAkCA\nAccFSOwKuDmvUykhcM98ZGNv3GvHyGoWwMDCbimQ+UpS4CsEnrbi0Lon0TEZSDY5uSRH0kHf\nABMJ8sB0L6lXCM3jr1sSZhwBKhK80j+Z6ioDUAkEgPWu8wxcmtO9wHwGCTalA4kERskmGUuM\nFEqAEXjzewGULhV05gDGgjOyPnwo0gXie0hS5nEdQLxH1olvc2dre9d91jFBUJdYsBJUyMw7\nvUtkNQclmUiS4FoJqqSn/2NPYsVGJfx8WDMxktDQEdkJaCuxH9ghMAt0K16QiceXJCYS3YIE\nG1BECLaIfNkVHiVSeEOSH42OOTeZC4j82HrZHjux04lPTThr8hsxiflnEP7hB3ttTZ8xz60x\nxT6+oRhQqPBjhT/fIrMSQnoQI9fi1/gKZDqefu2zxMn1FULGtG7y5/OKH/6H2JukWRFsznBG\nsiTBUaC5j574Lz+d8YYMJWga3eTq8XVJOd+SZF0j/m1HiO3IBzRvVtpb93rN+h1P/VZOnLRG\neUhNQN/ZG7v+TNKsstMCt8lWTOGjdkvpI4yE+2SIr5XgNJ8ge4mdMcV3WFCTw84+P6azdG4c\n18Jr8ys2fZ44rXCWTOON3RhXDGEjD1ssUAjZNZJ80zs9sVO8Zj/mcd444qZ4IRbTm/UYl70Y\nD7GRl60YgVfkv6fzy4Uf9A8eyPpaASzXg2nrkyvvZYHfaVSIaZ6wwQOZagw9b00GrzB4by6y\nImt68ZiydfB33/GqmIYP3o2tkSJ2yAF8lkvwwxrBsBofXmIw3GcvdOkReHYgv/IkDnzGn51j\ndmOOmSvELx7FZjJkI/j1om9YD0OcJ1870/xc3GdH6aQ/1tWYH/GOL/KvAOYL/OCeWoMfwJF7\nima8ayx70lVO6WUcf+RPTqIZwf/5HnlqKsFLdgAf+JEdcT/ZoB8/I6NLeiI7cVpctRnhWtjs\nmDlgHLuAqcZWxHoM2WP0xuK/dnwVyXIGPCjUneej5mdnNhzIjt40YOnN03EaHXJCefe14pcM\n4IbcRg5DF19F5PAZBfB/Wz8nVwKMCQ4orsQodKkEAM7yl+6XAGCze7uCkh2BM4EdMAAlSZR7\nfNaR+tUE0Dm1wNXaSrjwiDitXQoAADyA+UcSHiSnX00ecVEQ6twCuz2iNw6OgLpH1SJNDAFQ\nEAM+k+wOzj844VFLxegeWTsZC9SCYomsosrj8Y6dlQ8cALoKd4mARI7twgCADUwleIIsLNC1\nFDx873dDb/m9N5Df+/3U3np/xTFJOt0JNOQqgSAXBMRnoFYgwVIytzNKN2Sj+6tjz1fqzJIr\nsn4JicewFCeK03tI4ooPvx1cSfFgzvjln57A0HWOJFl2AVeyLp1wQVtgxDf982P+bmzF/2fT\nryx+rU0xxo/5uWRBYeQxxJ7GcA3buNaEk4RIalbSUKhhpNkgwdQ4QXQlkZkNXnKnk/DWUzUK\nYrsNHXOvuAKbJyli+a2knM25xjF2p3EpgV5JEogHSV0FGR+4h+yWSCj3iI1Zp0TTOj2OB9PZ\nNJJU4u+zCQ4rWsgDlvIZMfvf//73P7zLjzy5Q9d7pPDocdUKWWufeRMbqSE1x1BclgusenOd\nMezETyIvRazimn8rrvGOfFcMWMdKmjSeCFH4lPBKsjX6VlJw0QXb/A6kKP3oHMK62BmfthHE\nrz06DlPlLeQsrsHoIyJrvsKvkJ8UwXEytaPvOPtQsLJ3BS5M4L+al86JDzBCrm2HFvE9/sY3\n2R4s9iSPcTUfkd/uK+T4jXvFIJsNe6TA1nSLyNP9CjD3wAZNPc1RMflpa/A/Pj7+Y5ue/vhs\nsl7+eJbkOWwCdrxuTagK6b37YWVPLGq6a2hF4jE/K2bK7RDd+PmAQrdGt5gp15KbIfEBRjqG\nnxpd8i/xUr7nJyYeWaY/xJ4UtnxQHNBIZg/yfHFWDkEvcjF+rGHJNm000BH/pWubEWIT/uhN\nrqipLV57FJ5crpFNLHjFLv8EunsHWAL7snX67P7oaEjAdX38ToHSOIlER2fiO9JMEL4jf+/l\nyV/tE4B0bwUkzqTT9KsNllMK1jpPkkQJhI4UXnWf7JggiRn7AjDA4C2PySZDAcA4JWE6YR4J\nUYh9JXnsUIdXogG86ALoCCJAj1x0/+gJ4Lq+gAXAXO93XJIqj02VuDhGrjqydbl1HPleRYx1\nSmL4qt1GwVrgApzA2vgCtjEERKDbH8fwWJ+EG+BF5CnJVPACVUkaMJZwPW7BT9MFmd8jUfjz\nW1XALGlTwFuvIGBc/HwkGdvcArzXVxP9+D2OnRuNHc0JwQ7xR0GVrsgar35b5VFQuvWHpuhJ\nsiPg+r1XCbGdRTLUybWjKMmRdOnoe+yMLq8ReQuYgq4isd0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TIAeD3FfQNqYA1yOTZOW7eSXDFSGNJ9BKFj3mbUw7YgpF8pQ8kAX5kyt9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\n2lwrK0kopyvIhKwBOK2V41y75VUgc5Q3A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TIPoNvcgT9ywQfPlUuUgbgA6rP9H7XzK/PWZ9dglvwc3d+vA7ASopqc4UcSKKDMWmJ/7icL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\nMPpDe+k97aCLXYOH1e1egSQc6BnyQ9fQT8qEAf6XyNKfXuPHJ9JPb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18kiHTtZLqjuWiaf2birGSSIGFLJsNommIecRoubftGZ5Mh+lG/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\nb3vb28pKK63U3JN/QSAIjBaB7373u41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"text/plain": [ "plot without title" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "options(repr.plot.width = 8)\n", "options(repr.plot.height = 2.5)\n", "p = ggplot(df,aes(x=datetime,y=gcc)) + geom_point(size=0.01, shape=16, alpha=.7)\n", "p" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true }, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "R", "language": "R", "name": "ir" }, "language_info": { "codemirror_mode": "r", "file_extension": ".r", "mimetype": "text/x-r-source", "name": "R", "pygments_lexer": "r", "version": "3.5.1" } }, "nbformat": 4, "nbformat_minor": 2 }