{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"options(jupyter.plot_mimetypes ='image/png')\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Step1"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"setwd(\"~/Autumn2016/Week5/data_wk_5\")"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/html": [
"'affybatch.estrogen'"
],
"text/latex": [
"'affybatch.estrogen'"
],
"text/markdown": [
"'affybatch.estrogen'"
],
"text/plain": [
"[1] \"affybatch.estrogen\""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"Loading required package: BiocGenerics\n",
"Loading required package: parallel\n",
"\n",
"Attaching package: ‘BiocGenerics’\n",
"\n",
"The following objects are masked from ‘package:parallel’:\n",
"\n",
" clusterApply, clusterApplyLB, clusterCall, clusterEvalQ,\n",
" clusterExport, clusterMap, parApply, parCapply, parLapply,\n",
" parLapplyLB, parRapply, parSapply, parSapplyLB\n",
"\n",
"The following objects are masked from ‘package:stats’:\n",
"\n",
" IQR, mad, xtabs\n",
"\n",
"The following objects are masked from ‘package:base’:\n",
"\n",
" anyDuplicated, append, as.data.frame, as.vector, cbind, colnames,\n",
" do.call, duplicated, eval, evalq, Filter, Find, get, grep, grepl,\n",
" intersect, is.unsorted, lapply, lengths, Map, mapply, match, mget,\n",
" order, paste, pmax, pmax.int, pmin, pmin.int, Position, rank,\n",
" rbind, Reduce, rownames, sapply, setdiff, sort, table, tapply,\n",
" union, unique, unlist, unsplit\n",
"\n",
"Loading required package: Biobase\n",
"Welcome to Bioconductor\n",
"\n",
" Vignettes contain introductory material; view with\n",
" 'browseVignettes()'. To cite Bioconductor, see\n",
" 'citation(\"Biobase\")', and for packages 'citation(\"pkgname\")'.\n",
"\n"
]
}
],
"source": [
"load(\"estrogen_data.RDA\")\n",
"ls()\n",
"library(affy)"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"AffyBatch object\n",
"size of arrays=640x640 features (19 kb)\n",
"cdf=HG_U95Av2 (12625 affyids)\n",
"number of samples=8\n",
"number of genes=12625\n",
"annotation=hgu95av2\n",
"notes=\n"
]
}
],
"source": [
"show(affybatch.estrogen)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Step 2"
]
},
{
"cell_type": "code",
"execution_count": 21,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/html": [
"\n",
" | estrogen | time.h |
|---|
\n",
"\n",
"\t| low10-1.cel | absent | 10 |
|---|
\n",
"\t| low10-2.cel | absent | 10 |
|---|
\n",
"\t| high10-1.cel | present | 10 |
|---|
\n",
"\t| high10-2.cel | present | 10 |
|---|
\n",
"\t| low48-1.cel | absent | 48 |
|---|
\n",
"\t| low48-2.cel | absent | 48 |
|---|
\n",
"\t| high48-1.cel | present | 48 |
|---|
\n",
"\t| high48-2.cel | present | 48 |
|---|
\n",
"\n",
"
\n"
],
"text/latex": [
"\\begin{tabular}{r|ll}\n",
" & estrogen & time.h\\\\\n",
"\\hline\n",
"\tlow10-1.cel & absent & 10 \\\\\n",
"\tlow10-2.cel & absent & 10 \\\\\n",
"\thigh10-1.cel & present & 10 \\\\\n",
"\thigh10-2.cel & present & 10 \\\\\n",
"\tlow48-1.cel & absent & 48 \\\\\n",
"\tlow48-2.cel & absent & 48 \\\\\n",
"\thigh48-1.cel & present & 48 \\\\\n",
"\thigh48-2.cel & present & 48 \\\\\n",
"\\end{tabular}\n"
],
"text/plain": [
" estrogen time.h\n",
"low10-1.cel absent 10 \n",
"low10-2.cel absent 10 \n",
"high10-1.cel present 10 \n",
"high10-2.cel present 10 \n",
"low48-1.cel absent 48 \n",
"low48-2.cel absent 48 \n",
"high48-1.cel present 48 \n",
"high48-2.cel present 48 "
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"pData(affybatch.estrogen)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Step3"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Background correcting\n",
"Normalizing\n",
"Calculating Expression\n"
]
}
],
"source": [
"eset_rma<-rma(affybatch.estrogen)\n"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {
"collapsed": false,
"scrolled": true
},
"outputs": [
{
"name": "stdout",
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"194_at 4.763136 4.694216 4.583637 4.598269\n",
"1940_at 6.660731 6.541387 6.618904 6.348999\n",
"1941_at 6.362335 6.435824 6.506804 6.464371\n",
"1942_s_at 10.260041 10.263788 10.957471 11.031864\n",
"1943_at 7.460175 7.268075 8.247955 8.258416\n",
"1944_f_at 9.269105 9.485681 9.748135 9.598845\n",
"1945_at 8.357511 8.111279 8.696145 8.497030\n",
"1946_at 6.470450 6.556176 6.395874 6.390572\n",
"1947_g_at 5.679786 5.774779 5.808923 5.885864\n",
"1948_f_at 5.572015 5.582245 5.279465 5.654719\n",
"1949_at 5.068472 5.190115 5.051088 5.423025\n",
"195_s_at 5.069137 4.988061 5.055181 5.100380\n",
"1950_s_at 8.830509 8.998174 8.542827 8.624713\n",
"1951_at 4.812122 5.042791 4.763827 4.937245\n",
"1952_s_at 5.799113 5.306179 5.591460 5.040431\n",
"1953_at 9.428808 9.171668 9.043271 8.760278\n",
"1954_at 5.409931 5.406637 5.564238 5.115337\n",
"1955_s_at 7.085933 7.053265 6.873875 6.722078\n",
"1956_s_at 6.301679 6.056083 6.130177 6.379280\n",
"1957_s_at 5.103226 5.090175 5.163184 4.813849\n",
"1958_at 4.759575 4.830475 4.680615 4.691510\n",
"1959_at 8.350624 8.044632 8.390651 8.247386\n",
"196_s_at 4.450337 4.654538 4.641546 4.601172\n",
"1960_at 5.132510 5.258208 5.141182 5.160762\n",
"1961_f_at 6.848350 7.087197 7.138350 7.358809\n",
"1962_at 4.911566 4.846409 4.902665 5.062053\n",
"1963_at 6.154836 6.317825 6.098790 6.006510\n",
"1964_g_at 5.798921 5.987920 5.896544 6.066047\n",
"1965_s_at 6.791301 6.893271 6.652717 6.705663\n",
"1966_i_at 8.919128 8.989048 8.816875 8.880736\n",
"1967_f_at 8.395403 8.530095 8.410058 8.643723\n",
"1968_g_at 5.197083 5.551626 5.482293 5.442680\n",
"1969_s_at 8.437862 8.323030 8.021845 8.031956\n",
"197_at 10.543149 10.424935 10.364534 10.271478\n",
"1970_s_at 7.505306 7.485847 6.854911 7.044215\n",
"1971_g_at 7.122926 7.007337 6.988447 7.067999\n",
"1972_s_at 7.240683 7.414542 7.150644 7.242955\n",
"1973_s_at 9.257619 9.207365 10.158981 10.242276\n",
"1974_s_at 8.395162 8.349771 8.285385 8.782376\n",
"1975_s_at 8.398001 8.552155 8.416057 8.680819\n",
"1976_s_at 7.801275 8.075826 7.884985 8.233055\n",
"1977_s_at 4.870196 5.355809 5.170896 5.147191\n",
"1978_at 5.275502 5.235157 5.230249 5.442149\n",
"1979_s_at 7.903077 7.951306 8.370140 8.072520\n",
"198_g_at 11.365034 11.374021 11.188171 11.030385\n",
"1980_s_at 13.533667 13.461499 13.719557 13.728318\n",
"1981_s_at 7.001585 6.868598 7.325626 7.206135\n",
"1983_at 7.564398 7.747977 7.606994 7.700039\n",
"1984_s_at 6.074908 6.196053 6.298110 6.514034\n",
"1985_s_at 11.458887 11.369667 12.613067 12.509961\n",
"1986_at 6.934124 6.776761 6.435088 6.360635\n",
"1987_at 5.140734 5.175801 5.008156 5.060913\n",
"1988_at 10.939038 11.120876 10.889968 10.955529\n",
"1989_at 4.411846 4.458873 4.736288 4.346265\n",
"199_s_at 8.021831 8.001334 7.981025 7.943143\n",
"1990_g_at 4.910901 5.054862 5.725137 5.384377\n",
"1991_s_at 7.717423 7.729765 7.865871 8.097912\n",
"1992_at 5.676493 5.789451 5.673433 5.682415\n",
"1993_s_at 6.191306 6.159969 7.024365 7.386360\n",
"1994_at 6.243083 6.169359 5.960040 6.268320\n",
"1995_at 7.501107 7.666873 7.462451 7.383893\n",
"1996_s_at 7.755452 7.852782 7.794219 7.875612\n",
"1997_s_at 9.569073 10.077767 9.606333 9.947168\n",
"1998_i_at 8.161517 8.427401 8.335103 7.983553\n",
"1999_s_at 5.014588 5.292439 5.138440 4.927097\n",
"200_at 4.990691 4.896926 4.766570 4.753753\n",
"2000_at 5.727524 5.978978 5.908093 5.826135\n",
"2001_g_at 6.983028 7.332946 7.251163 7.333878\n",
"2002_s_at 4.715734 4.752350 4.769273 4.997488\n",
"2003_s_at 7.180304 7.124426 8.334280 8.355748\n",
"2004_at 8.220544 7.834178 7.664017 7.713307\n",
"2005_s_at 7.893865 8.030118 7.746779 8.005288\n",
"2006_at 6.745541 7.091962 6.974177 6.603949\n",
"2007_g_at 8.649753 8.738196 8.657208 8.597102\n",
"2008_s_at 5.002168 5.131903 5.141817 5.008055\n",
"2009_at 6.399050 6.383338 6.314678 6.474957\n",
"201_s_at 12.351675 12.345854 12.192182 12.133614\n",
"2010_at 9.509733 9.556407 9.498134 9.393093\n",
"2011_s_at 6.716799 6.715819 6.091441 6.375455\n",
"2012_s_at 7.212203 6.833763 7.719993 7.545058\n",
"2013_at 8.936588 9.218287 9.081921 9.003553\n",
"2014_s_at 5.750282 5.742770 5.919526 5.788820\n",
"2015_s_at 6.217140 6.161514 6.336996 5.814944\n",
"2016_s_at 14.432233 14.451782 14.432591 14.408731\n",
"2017_s_at 9.541559 9.337476 10.594006 10.563707\n",
"2018_at 7.055123 7.150962 7.302486 7.170413\n",
"2019_s_at 7.131130 7.300545 7.155141 7.507537\n",
"202_at 5.965628 5.889297 6.242950 5.904577\n",
"2020_at 10.987017 10.953110 12.183601 12.059683\n",
"2021_s_at 6.087005 6.037328 6.208110 6.675183\n",
"2022_at 4.883290 5.011898 5.040780 4.782801\n",
"2023_g_at 7.582023 7.760009 7.594011 7.985918\n",
"2024_s_at 5.368551 5.492721 5.427714 5.475510\n",
"2025_s_at 11.041545 10.970055 11.241659 11.247400\n",
"2026_at 5.035067 5.016942 4.998501 5.159210\n",
"2027_at 6.987202 7.337583 7.011700 7.120931\n",
"2028_s_at 7.351219 7.301129 7.853343 8.080479\n",
"2029_at 5.243058 5.278868 5.319211 5.102189\n",
"203_at 8.440584 8.295262 8.031046 7.956931\n",
"2030_at 8.411613 8.618351 8.504291 8.780891\n",
"2031_s_at 11.532733 11.399753 10.330367 10.385028\n",
"2032_s_at 9.436187 9.549256 9.310689 9.497104\n",
"2033_s_at 8.189317 8.074816 7.976917 8.204667\n",
"2034_s_at 7.610477 7.773999 7.383066 7.979898\n",
"2035_s_at 13.659565 13.600654 13.189557 13.201522\n",
"2036_s_at 5.331950 5.100786 7.024752 6.498091\n",
"2037_s_at 10.581530 10.543222 10.426867 10.572474\n",
"2038_g_at 8.990111 9.104766 9.166635 9.274633\n",
"2039_s_at 6.748913 6.751911 6.651373 6.566876\n",
"204_at 6.834423 7.172618 6.893739 7.256821\n",
"2040_s_at 8.735967 8.979975 8.923394 8.749283\n",
"2041_i_at 6.769928 7.058905 7.183451 6.898514\n",
"2042_s_at 7.484891 7.128770 9.420632 9.190301\n",
"2043_s_at 7.613021 7.586875 7.568048 7.618003\n",
"2044_s_at 5.038763 4.966451 5.330289 4.747601\n",
"2045_s_at 5.671214 5.374492 6.056768 6.137447\n",
"2046_at 8.907242 9.322554 9.110050 9.156181\n",
"2047_s_at 11.873438 11.796651 10.904955 11.024568\n",
"2048_s_at 6.793885 6.912070 6.804052 6.756755\n",
"2049_s_at 9.635959 9.678404 8.797595 8.940754\n",
"205_g_at 5.599695 5.714953 5.776211 5.725139\n",
"2050_s_at 10.338742 10.263289 10.034988 10.203727\n",
"2051_at 9.152394 9.420179 9.326295 9.240237\n",
"2052_g_at 9.509260 9.553759 9.607087 9.483392\n",
"2053_at 6.923194 6.782688 6.661088 6.846878\n",
"2054_g_at 4.404625 4.380083 4.507798 4.338620\n",
"2055_s_at 5.852105 5.829807 5.789689 5.702516\n",
"2056_at 8.712099 8.897313 8.619263 8.505104\n",
"2057_g_at 7.643036 7.730765 7.546540 7.538980\n",
"2058_s_at 10.357660 10.091886 10.483336 10.375867\n",
"2059_s_at 6.674561 6.634981 6.641649 6.669954\n",
"206_at 4.838476 4.728972 4.760151 4.637669\n",
"2060_at 7.831219 7.871949 7.817568 7.949240\n",
"2061_at 4.789878 4.720696 4.863354 4.929244\n",
"2062_at 6.175418 6.183168 5.868345 6.044534\n",
"2063_at 4.574252 4.662530 4.846637 4.634945\n",
"2064_g_at 6.883417 7.082882 6.892919 6.938701\n",
"2065_s_at 8.072598 8.551520 8.336419 8.480875\n",
"2066_at 8.864426 8.897606 8.796914 8.891738\n",
"2067_f_at 8.808002 9.029703 8.691506 9.101444\n",
"2068_s_at 6.386652 6.604128 6.967971 7.018052\n",
"2069_s_at 10.304499 10.187214 9.794202 9.842806\n",
"207_at 10.667281 10.658422 10.985466 10.963833\n",
"2070_i_at 4.269262 4.499758 4.497871 4.365236\n",
"2071_s_at 5.875667 6.037995 5.873077 5.853167\n",
"2072_at 6.560770 6.515731 6.522118 6.658726\n",
"2073_s_at 5.557634 5.479801 5.545891 5.628571\n",
"2074_at 6.286316 6.261944 6.162406 6.142723\n",
"2075_s_at 9.023240 9.014357 9.009769 8.841509\n",
"2076_s_at 7.309424 7.611128 7.552245 7.801662\n",
"2077_at 5.785104 5.897828 5.601757 5.702424\n",
"2078_s_at 8.018313 8.271187 8.208290 8.229476\n",
"2079_s_at 8.021962 8.050617 8.028646 8.064055\n",
"208_at 4.748286 4.764570 4.817411 4.952522\n",
"2080_s_at 5.104749 5.198813 5.028851 5.270467\n",
"2081_s_at 4.747873 4.757638 4.771094 4.929741\n",
"2082_s_at 9.841033 9.583284 9.912191 9.966444\n",
"2083_at 5.234861 5.558085 5.501239 5.502969\n",
"2084_s_at 8.799705 8.909310 8.901891 8.702668\n",
"2085_s_at 10.064503 9.799849 9.595346 9.648591\n",
"2086_s_at 7.346969 6.890977 7.711247 6.890601\n",
"2087_s_at 4.730443 4.830916 4.733805 4.503895\n",
"2088_s_at 8.591193 8.679750 8.610746 8.618044\n",
"2089_s_at 9.831580 9.636376 8.857070 9.053651\n",
"209_at 6.345549 6.670341 6.434766 6.618266\n",
"2090_i_at 11.920310 12.042861 11.936919 11.905851\n",
"2091_at 6.777987 6.855661 6.605014 6.956168\n",
"2092_s_at 4.637874 4.765917 4.760921 4.789523\n",
"2093_s_at 9.802076 9.782668 10.137808 10.124336\n",
"2094_s_at 9.324055 9.323016 9.206624 9.172154\n",
"210_at 8.982120 8.912299 8.865791 8.778933\n",
"211_at 5.140571 5.334396 5.252304 5.020531\n",
"212_at 8.820200 8.863629 8.752355 8.856991\n",
"213_at 5.271262 5.403048 5.260341 5.307738\n",
"214_at 8.278547 8.483733 8.398335 8.247644\n",
"215_g_at 7.951557 8.078894 7.857887 8.090884\n",
"216_at 9.395342 9.474217 9.426422 9.394990\n",
"217_at 5.909825 6.201162 6.394809 6.343492\n",
"218_at 8.389274 8.258725 8.137685 7.952868\n",
"219_i_at 4.743157 4.775982 5.147283 5.141399\n",
"220_r_at 7.202681 7.267101 7.207428 6.590912\n",
"221_s_at 5.467777 5.626762 5.490110 5.306249\n",
"222_at 9.886109 9.870229 9.205476 9.218403\n",
"223_at 9.919801 9.843970 10.164306 9.987126\n",
"224_at 6.875734 6.784846 7.562122 7.396118\n",
"225_at 8.049215 8.084100 8.086221 8.078427\n",
"226_at 10.877244 10.610058 10.191982 10.295827\n",
"227_g_at 11.859407 11.630096 11.276569 11.362787\n",
"228_at 6.648751 6.653234 6.362042 6.214333\n",
"229_at 5.740685 5.613953 6.032192 5.726656\n",
"230_s_at 5.359973 5.341229 5.255033 5.280736\n",
"231_at 7.118264 7.416083 7.023244 7.142204\n",
"232_at 6.486241 6.223278 6.263251 6.338009\n",
"233_s_at 5.819978 5.947201 5.796745 6.089616\n",
"234_s_at 5.184530 5.331610 5.307659 5.390515\n",
"235_at 6.299785 6.399911 6.366440 6.571167\n",
"236_at 5.420505 5.451572 5.435843 5.655257\n",
"237_s_at 8.492428 8.458587 8.681374 8.224290\n",
"238_at 6.406058 6.657800 6.661601 6.355837\n",
"239_at 10.249397 10.214055 11.928354 11.674233\n",
"240_at 8.326862 8.194036 8.081512 8.185415\n",
"241_g_at 11.246302 11.254740 11.999734 12.142877\n",
"242_at 8.354686 7.953265 7.955178 8.205103\n",
"243_g_at 9.451229 9.225954 9.141459 9.261991\n",
"244_at 9.898312 9.768200 9.572550 9.626196\n",
"245_at 5.611906 5.731799 5.608023 5.671926\n",
"246_at 5.477880 5.716482 5.556262 5.750284\n",
"247_s_at 8.852475 8.934146 8.831938 9.001156\n",
"248_at 5.573667 5.552151 5.439476 5.397619\n",
"249_at 7.615411 7.808524 7.764442 7.892729\n",
"250_at 9.437739 9.305320 9.307240 9.173583\n",
"251_at 7.668402 7.662595 7.668832 7.591001\n",
"252_at 6.038172 6.196931 6.131164 6.088032\n",
"253_g_at 6.854967 6.951096 6.883189 6.823585\n",
"254_at 11.638828 11.642411 11.869898 11.544539\n",
"255_s_at 9.653966 9.751815 9.695496 10.068543\n",
"256_s_at 14.597793 14.596255 14.617940 14.624376\n",
"257_at 4.863326 4.755770 4.746213 4.661357\n",
"258_at 7.956333 8.178575 8.039160 8.253045\n",
"259_s_at 7.320352 7.353344 7.318043 7.492051\n",
"260_at 7.056056 7.089917 6.979846 6.778737\n",
"261_s_at 4.850656 4.701807 4.768633 4.688177\n",
"262_at 6.764248 6.795372 7.959584 7.734958\n",
"263_g_at 7.953582 7.922505 8.761519 8.739206\n",
"264_at 7.489694 7.472170 7.590411 7.596318\n",
"265_s_at 4.746441 4.784664 4.924257 4.825938\n",
"266_s_at 10.858181 10.564656 9.616856 9.474353\n",
"267_at 7.169360 7.191391 7.428174 7.040455\n",
"268_at 4.851092 5.109229 4.966231 4.991667\n",
"269_at 8.151252 8.120227 7.865819 7.925699\n",
"270_at 6.059463 6.395662 6.126826 6.378746\n",
"271_s_at 5.699927 5.775014 5.577897 5.523882\n",
"272_at 6.687256 6.922189 6.647139 6.641136\n",
"273_g_at 5.417785 5.353394 5.374447 5.126154\n",
"274_at 9.183532 9.137491 9.169464 8.931487\n",
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"276_at 10.038080 9.956548 10.489936 10.398001\n",
"277_at 10.828604 10.733682 10.269002 10.190951\n",
"278_at 6.890616 6.969348 7.006459 7.303351\n",
"279_at 7.090306 7.140107 6.918073 6.962179\n",
"280_g_at 7.316235 7.314028 6.948088 6.948332\n",
"281_s_at 5.403656 5.702689 5.448815 5.740373\n",
"282_at 4.767079 4.599002 5.108786 4.725860\n",
"283_at 10.262378 10.208060 10.442335 10.450112\n",
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"289_at 8.338087 8.074942 7.507812 7.205284\n",
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"306_s_at 12.588357 12.283684 12.511739 12.458516\n",
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"310_s_at 7.698320 7.528779 8.152253 8.296370\n",
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"312_s_at 6.983901 6.993715 6.850563 6.641705\n",
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"1842_at 10.391125 10.342572 8.945728 8.426772\n",
"1843_at 8.854917 8.706576 8.895036 8.764636\n",
"1844_s_at 8.915345 8.882628 8.856681 8.999090\n",
"1845_at 8.162497 7.953277 8.161971 7.919925\n",
"1846_at 6.834886 6.521479 6.691225 6.475179\n",
"1847_s_at 7.698532 7.880898 7.966800 7.906921\n",
"1848_at 4.892920 4.645608 5.995296 5.548634\n",
"1849_s_at 5.455440 5.486965 5.237796 5.466642\n",
"185_at 6.490398 6.150615 6.606999 6.321962\n",
"1850_at 8.909710 8.996203 9.626449 9.423634\n",
"1851_s_at 5.741499 6.244717 5.492489 5.749590\n",
"1852_at 6.615339 6.740549 6.709578 6.705653\n",
"1853_at 7.874749 8.059639 7.595831 7.904532\n",
"1854_at 6.697584 6.648899 10.224898 9.803378\n",
"1855_at 7.365520 7.318527 7.488071 7.621644\n",
"1856_at 7.374722 7.160734 7.319974 6.939306\n",
"1857_at 5.939827 5.915923 6.201329 6.011423\n",
"1858_at 5.860864 5.591774 5.623986 5.596319\n",
"1859_s_at 4.832999 4.941380 4.899890 5.014866\n",
"186_at 5.085168 5.036503 5.170336 5.080880\n",
"1860_at 7.898537 7.932836 7.811574 7.731505\n",
"1861_at 7.627425 7.333072 7.727502 7.530139\n",
"1862_at 5.507570 5.560189 5.467662 5.608257\n",
"1863_s_at 4.867200 4.813095 4.733941 4.845988\n",
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"1866_g_at 5.331106 5.268702 4.997925 5.268983\n",
"1867_at 6.367445 6.024179 6.464336 6.293937\n",
"1868_g_at 6.471913 6.198961 6.446905 6.494048\n",
"1869_at 7.698890 8.000979 7.714069 7.923080\n",
"187_at 7.833871 7.932215 7.791659 8.250566\n",
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"1871_g_at 4.760989 4.743124 4.491079 4.790439\n",
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"1873_at 10.546331 10.194084 9.751215 9.245155\n",
"1874_at 8.465449 8.235368 8.987561 8.502402\n",
"1875_f_at 8.088308 7.798076 8.005307 7.803352\n",
"1876_at 5.684038 6.023760 5.914486 5.960807\n",
"1877_g_at 6.898478 6.544473 7.278369 7.054155\n",
"1878_g_at 9.972775 9.967202 9.794044 9.700185\n",
"1879_at 8.117340 8.494151 7.766197 7.799538\n",
"188_at 8.311520 8.497794 8.144117 8.743528\n",
"1880_at 5.045552 4.860492 4.774855 4.603444\n",
"1881_at 7.031536 7.227316 6.368565 6.870692\n",
"1882_g_at 6.757092 6.243853 6.231722 5.835071\n",
"1883_s_at 5.851675 5.963868 5.841583 5.762678\n",
"1884_s_at 7.632042 7.348153 10.466728 9.686863\n",
"1885_at 9.520963 9.275040 9.690506 9.115597\n",
"1886_at 8.638327 8.803722 8.160815 8.609460\n",
"1887_g_at 7.631082 7.708438 7.362935 7.527949\n",
"1888_s_at 5.711032 5.786316 5.641966 5.738866\n",
"189_s_at 8.869594 8.643413 8.697351 8.599214\n",
"1890_at 11.585498 11.300281 9.857689 9.395300\n",
"1891_at 5.437549 5.125455 5.024329 5.062174\n",
"1892_s_at 8.038940 8.246039 7.975034 8.245885\n",
"1893_s_at 7.573527 7.420635 7.076921 7.858021\n",
"1894_f_at 9.461266 9.496561 9.133475 9.650286\n",
"1895_at 6.452352 6.046453 5.366982 5.839585\n",
"1896_s_at 6.615398 6.881005 6.309935 6.659079\n",
"1897_at 5.302239 5.790571 5.394342 5.519974\n",
"1898_at 6.152667 6.408606 5.938121 6.099614\n",
"1899_s_at 5.275987 4.979282 5.287766 4.970365\n",
"190_at 5.554087 5.570938 5.737515 5.487054\n",
"1900_at 4.762219 4.711717 4.777796 4.633104\n",
"1901_s_at 9.142318 9.081843 8.051488 8.625574\n",
"1902_at 8.747768 8.604686 8.533587 8.203822\n",
"1903_at 7.737960 7.327671 7.327133 7.477140\n",
"1904_at 7.573430 7.546284 8.047870 7.813784\n",
"1905_s_at 6.195390 6.397041 6.025485 6.475144\n",
"1906_at 8.585616 8.391697 8.426336 8.506982\n",
"1907_at 5.762711 5.809640 5.617867 5.829561\n",
"1908_at 7.222620 7.306691 7.223796 7.561530\n",
"1909_at 7.488743 7.383915 8.110205 7.478304\n",
"191_at 6.786436 6.938273 6.664234 6.995389\n",
"1910_s_at 8.897408 8.675799 8.875217 8.967858\n",
"1911_s_at 7.676255 7.405381 6.659229 6.875280\n",
"1912_s_at 8.042110 8.211993 7.838395 7.909004\n",
"1913_at 7.497257 7.086943 6.779100 6.852688\n",
"1914_at 4.751270 5.131066 4.955016 5.096684\n",
"1915_s_at 7.947403 7.497084 7.377247 7.228001\n",
"1916_s_at 6.550349 6.160047 6.085080 5.749856\n",
"1917_at 9.074671 8.900769 8.923023 8.986798\n",
"1918_at 7.024481 7.083729 6.623013 7.206525\n",
"1919_at 5.598643 5.809154 5.638090 5.721078\n",
"192_at 8.261491 7.977596 8.469574 8.062414\n",
"1920_s_at 7.595187 7.374795 6.897621 7.548004\n",
"1921_at 4.820461 4.767089 5.076921 4.873092\n",
"1922_g_at 4.794465 4.780625 4.919904 4.851704\n",
"1923_at 5.102796 5.081787 5.104895 5.052936\n",
"1924_at 7.055847 6.885288 7.683126 7.141413\n",
"1925_at 7.143628 7.560896 7.816086 7.903094\n",
"1926_at 9.173118 8.657956 8.564276 8.267141\n",
"1927_s_at 5.849262 6.406028 5.856723 6.274322\n",
"1928_s_at 6.025535 5.768864 5.899942 5.754711\n",
"1929_at 4.765467 4.756781 4.852040 4.931908\n",
"193_at 6.260731 5.877356 6.894039 6.638572\n",
"1930_at 8.394154 8.341383 7.585752 7.533146\n",
"1931_at 4.899987 4.966143 4.713735 5.090649\n",
"1932_at 10.221562 10.048235 9.646032 9.548381\n",
"1933_g_at 9.456411 8.885481 8.449908 7.861751\n",
"1934_s_at 5.246215 5.004731 5.106256 4.915851\n",
"1935_at 5.019065 4.994687 5.045180 4.974813\n",
"1936_s_at 10.086030 10.061311 10.102096 10.167466\n",
"1937_at 8.198454 7.827194 7.606795 7.724566\n",
"1938_at 8.231185 8.026483 7.915296 8.173621\n",
"1939_at 8.817473 8.743493 8.891040 8.537127\n",
"194_at 4.538618 4.707253 4.563070 4.742916\n",
"1940_at 6.326956 6.241234 6.531104 5.912692\n",
"1941_at 6.446974 6.548329 6.515073 6.681796\n",
"1942_s_at 10.316299 9.859778 11.112314 10.625340\n",
"1943_at 6.500037 6.078906 8.450296 8.508771\n",
"1944_f_at 9.733678 10.038277 10.037830 9.942950\n",
"1945_at 6.569563 5.800838 9.165346 8.695865\n",
"1946_at 6.407194 6.654740 6.457040 6.844896\n",
"1947_g_at 6.024346 6.000757 5.760247 5.887700\n",
"1948_f_at 5.230265 5.413728 5.515989 5.677552\n",
"1949_at 5.069365 5.234164 4.944062 5.507042\n",
"195_s_at 5.013612 5.336178 4.968445 5.538734\n",
"1950_s_at 9.141510 9.152836 8.325126 8.483969\n",
"1951_at 4.975957 4.954541 5.006206 5.078876\n",
"1952_s_at 4.957784 4.716753 4.938417 4.637480\n",
"1953_at 9.102032 8.988711 8.508166 8.115605\n",
"1954_at 5.182411 5.255425 5.185934 5.269851\n",
"1955_s_at 7.022499 7.041423 6.691321 6.722732\n",
"1956_s_at 6.281632 6.582819 6.227822 6.744430\n",
"1957_s_at 4.919886 4.973508 4.914633 4.800219\n",
"1958_at 4.717948 4.669769 4.775505 4.627824\n",
"1959_at 7.994323 7.483072 7.693956 7.866927\n",
"196_s_at 4.573251 4.663591 4.639082 4.561924\n",
"1960_at 5.120873 5.091094 5.125948 5.103112\n",
"1961_f_at 7.661737 7.846931 7.346587 7.898371\n",
"1962_at 4.777951 5.276320 5.091492 5.186869\n",
"1963_at 6.093923 5.995553 5.847652 6.125446\n",
"1964_g_at 5.872373 5.974962 5.855932 5.734220\n",
"1965_s_at 6.833490 6.995005 6.680265 6.728828\n",
"1966_i_at 9.055088 9.066878 8.902855 9.101455\n",
"1967_f_at 8.622205 8.690849 8.433283 8.636798\n",
"1968_g_at 5.647176 5.685064 5.262577 5.595883\n",
"1969_s_at 8.518426 8.094599 8.049181 7.566330\n",
"197_at 10.278544 10.237626 10.210562 9.882791\n",
"1970_s_at 7.370486 7.196647 6.426573 6.709370\n",
"1971_g_at 7.050069 7.114830 6.890906 7.075020\n",
"1972_s_at 7.189122 7.197517 6.959004 6.904939\n",
"1973_s_at 9.843673 9.562194 10.020030 9.920891\n",
"1974_s_at 7.914514 7.880401 7.291700 8.238659\n",
"1975_s_at 8.598663 8.677752 8.493541 8.727491\n",
"1976_s_at 8.128876 8.191903 8.200591 8.379008\n",
"1977_s_at 5.444778 5.561297 5.263254 5.471273\n",
"1978_at 5.499972 5.220000 5.216891 5.249489\n",
"1979_s_at 7.883541 7.501799 8.229245 7.896741\n",
"198_g_at 11.031335 10.865472 11.001848 10.544594\n",
"1980_s_at 13.276232 13.210736 13.770619 13.361526\n",
"1981_s_at 6.377887 6.261586 6.271564 6.811505\n",
"1983_at 7.936831 7.845235 7.725364 7.610076\n",
"1984_s_at 6.298688 6.546329 6.054093 6.875342\n",
"1985_s_at 10.953889 10.588097 12.197118 11.580293\n",
"1986_at 6.848697 6.384872 6.082651 6.158835\n",
"1987_at 5.103686 5.145653 5.178955 5.119114\n",
"1988_at 10.991472 11.340024 10.822458 11.357449\n",
"1989_at 4.543566 4.305786 4.842789 4.522675\n",
"199_s_at 7.376435 7.274874 7.434323 7.334287\n",
"1990_g_at 4.971205 5.223157 5.729258 5.560332\n",
"1991_s_at 7.811598 8.104478 7.804554 7.972608\n",
"1992_at 5.604953 5.651378 5.955843 5.699243\n",
"1993_s_at 6.350982 6.423868 7.053124 7.135024\n",
"1994_at 6.076641 6.052666 5.730863 5.924945\n",
"1995_at 7.513016 8.034955 7.516377 7.869757\n",
"1996_s_at 7.466462 7.538040 7.636382 7.688035\n",
"1997_s_at 10.308892 9.979836 10.106285 10.025194\n",
"1998_i_at 9.829495 10.079688 9.336793 10.047120\n",
"1999_s_at 5.118683 5.271981 5.083313 5.073787\n",
"200_at 5.402022 5.275208 4.750470 5.005380\n",
"2000_at 5.744219 5.762496 5.652093 5.689301\n",
"2001_g_at 7.251462 7.419062 7.236209 7.503934\n",
"2002_s_at 4.972279 4.763041 4.682859 4.832655\n",
"2003_s_at 6.551265 6.499490 8.050595 7.354925\n",
"2004_at 6.137373 5.789158 5.629716 5.627031\n",
"2005_s_at 7.877347 8.048374 7.793389 8.135288\n",
"2006_at 7.038828 6.971021 6.812159 6.971909\n",
"2007_g_at 8.491029 8.611005 8.703245 8.663928\n",
"2008_s_at 5.083585 4.853063 4.938179 5.337840\n",
"2009_at 6.479687 6.635195 6.285543 6.950908\n",
"201_s_at 12.531313 12.550775 11.688556 12.084830\n",
"2010_at 8.634026 8.590087 8.998358 8.887746\n",
"2011_s_at 6.459637 6.511717 5.704476 6.354123\n",
"2012_s_at 6.836798 6.474938 7.662284 7.370994\n",
"2013_at 9.324593 9.438484 9.111331 9.570368\n",
"2014_s_at 5.828561 6.055612 6.132461 5.840293\n",
"2015_s_at 5.640880 5.448534 5.785473 5.669913\n",
"2016_s_at 14.416376 14.409928 14.426958 14.454590\n",
"2017_s_at 9.039439 8.555524 10.363055 9.647573\n",
"2018_at 7.442591 7.493779 7.288159 7.308043\n",
"2019_s_at 7.269001 7.505060 7.316653 7.515295\n",
"202_at 5.702404 5.528226 5.786032 5.606925\n",
"2020_at 11.281312 10.929671 12.536749 11.990654\n",
"2021_s_at 6.187871 6.223936 6.128888 5.972161\n",
"2022_at 4.759884 4.576105 4.695316 4.799945\n",
"2023_g_at 7.404625 7.433850 7.133309 7.738076\n",
"2024_s_at 5.630118 5.486888 5.452476 5.806869\n",
"2025_s_at 10.913376 10.643504 10.984626 10.950146\n",
"2026_at 4.870885 4.922215 4.903830 5.103212\n",
"2027_at 7.148616 6.986910 6.942126 7.249773\n",
"2028_s_at 7.251158 7.381040 7.777609 7.883715\n",
"2029_at 5.257236 5.231209 5.210706 5.334680\n",
"203_at 8.838719 8.662703 8.430171 8.433094\n",
"2030_at 8.865558 8.721136 9.029040 8.758681\n",
"2031_s_at 11.510197 11.400960 9.923985 9.540222\n",
"2032_s_at 9.562763 9.620051 9.116653 9.477135\n",
"2033_s_at 8.350875 8.005444 7.802026 8.004538\n",
"2034_s_at 7.655585 7.978176 7.328615 7.940465\n",
"2035_s_at 13.530490 13.533773 13.295569 13.262052\n",
"2036_s_at 5.032673 5.237462 5.683597 5.530093\n",
"2037_s_at 10.449467 10.238626 10.109489 10.225843\n",
"2038_g_at 9.207305 9.052725 9.078574 9.247138\n",
"2039_s_at 6.729678 6.407656 6.666584 6.345302\n",
"204_at 6.767203 6.854933 6.917300 6.931542\n",
"2040_s_at 9.302749 9.207489 8.889178 9.239138\n",
"2041_i_at 6.660311 6.785353 6.924156 6.998419\n",
"2042_s_at 7.201714 6.671869 9.338238 8.988781\n",
"2043_s_at 7.480540 7.488574 7.221137 7.375463\n",
"2044_s_at 4.533346 4.462917 4.848305 4.659465\n",
"2045_s_at 5.715898 6.114391 5.929915 6.032379\n",
"2046_at 9.180207 9.355703 9.364792 9.440957\n",
"2047_s_at 12.210696 12.070904 11.363960 11.229340\n",
"2048_s_at 6.717947 6.729009 6.737344 6.588630\n",
"2049_s_at 10.474085 10.123046 8.638939 8.797612\n",
"205_g_at 5.934430 6.660011 5.878945 6.305406\n",
"2050_s_at 11.225425 10.536811 11.438383 10.441345\n",
"2051_at 9.497100 9.487494 9.523287 9.636964\n",
"2052_g_at 8.990495 8.715362 9.602012 8.782252\n",
"2053_at 6.701860 6.924487 6.696183 6.746471\n",
"2054_g_at 4.495971 4.539635 4.508359 4.514220\n",
"2055_s_at 5.775735 6.068995 5.877017 5.983635\n",
"2056_at 8.771835 9.067438 8.582334 8.781980\n",
"2057_g_at 7.478163 7.718700 7.683271 7.386262\n",
"2058_s_at 10.319766 9.828525 10.770099 10.282593\n",
"2059_s_at 6.656319 6.505801 6.474883 6.572527\n",
"206_at 4.797596 4.909536 4.860357 4.790280\n",
"2060_at 8.032253 8.082596 7.794658 8.027978\n",
"2061_at 4.635192 4.767625 4.834807 4.890455\n",
"2062_at 5.673262 6.080511 5.590605 5.881563\n",
"2063_at 4.841695 4.512387 4.838180 4.601017\n",
"2064_g_at 6.917092 6.705482 7.070435 6.741975\n",
"2065_s_at 9.026919 8.577293 8.559399 8.562450\n",
"2066_at 9.145843 9.066731 8.836078 9.235554\n",
"2067_f_at 9.369314 9.447740 9.063618 9.537002\n",
"2068_s_at 6.764586 6.912667 6.607781 6.904142\n",
"2069_s_at 9.512897 9.377174 9.463953 9.263395\n",
"207_at 10.790833 10.594410 11.204404 10.920223\n",
"2070_i_at 4.547540 4.419064 4.387057 4.590930\n",
"2071_s_at 5.928887 5.719641 5.721580 6.031065\n",
"2072_at 6.480660 6.621388 6.442903 6.714186\n",
"2073_s_at 5.347527 5.588906 5.462446 5.555468\n",
"2074_at 6.297602 6.192129 6.264652 6.281961\n",
"2075_s_at 9.037406 9.093415 8.945287 9.008072\n",
"2076_s_at 7.698289 7.756301 7.589004 7.819376\n",
"2077_at 5.721692 5.885693 5.627607 5.564793\n",
"2078_s_at 8.598249 8.809456 8.337100 8.635317\n",
"2079_s_at 8.110542 8.482515 7.965330 8.311539\n",
"208_at 4.804613 5.262749 4.930390 5.207284\n",
"2080_s_at 5.478643 5.456528 5.281797 5.703730\n",
"2081_s_at 4.674469 4.770228 4.771079 4.716899\n",
"2082_s_at 9.343015 9.250151 8.238774 9.455372\n",
"2083_at 5.556059 6.287135 5.605831 6.257987\n",
"2084_s_at 8.864825 9.177079 8.921977 9.148069\n",
"2085_s_at 9.859782 9.442630 9.843096 9.218498\n",
"2086_s_at 6.159956 6.028887 6.764694 6.058254\n",
"2087_s_at 4.906960 4.800951 4.578125 4.630211\n",
"2088_s_at 8.559809 8.757953 8.673218 8.782221\n",
"2089_s_at 9.753860 9.449118 8.932857 9.084782\n",
"209_at 6.680126 6.677717 6.782411 6.707168\n",
"2090_i_at 12.220647 12.355712 11.946577 12.303944\n",
"2091_at 6.946057 7.176062 7.001237 7.277229\n",
"2092_s_at 4.908280 4.840002 4.818168 5.050178\n",
"2093_s_at 9.673582 9.501005 10.157601 9.860927\n",
"2094_s_at 9.799441 9.872348 9.268162 9.450416\n",
"210_at 9.053240 9.010936 8.830934 9.083707\n",
"211_at 5.534161 5.140175 5.115303 4.972539\n",
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"933_f_at 7.829260 7.673829 7.489094 7.510012\n",
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"937_at 8.407613 8.412293 8.086954 8.582361\n",
" [ reached getOption(\"max.print\") -- omitted 126 rows ]\n"
]
}
],
"source": [
"e_rma<-exprs(eset_rma)\n",
"show(e_rma)"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"background correction: mas \n",
"PM/MM correction : mas \n",
"expression values: mas \n",
"background correcting...done.\n",
"12625 ids to be processed\n",
"| |\n",
"|####################|\n"
]
}
],
"source": [
"eset_mas5<-mas5(affybatch.estrogen)"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {
"collapsed": false,
"scrolled": true
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
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"1885_at 1.195969e+03 1.234544e+03 1.103483e+03 1.129444e+03\n",
"1886_at 6.823669e+01 7.706027e+01 4.505958e+01 8.417902e+01\n",
"1887_g_at 6.350963e+01 9.270120e+01 1.283776e+02 7.708471e+01\n",
"1888_s_at 1.471002e+01 8.398119e+00 1.200362e+01 1.165035e+01\n",
"189_s_at 4.900824e+02 4.105051e+02 4.470469e+02 1.847051e+02\n",
"1890_at 2.879093e+03 2.814905e+03 1.326910e+03 1.427081e+03\n",
"1891_at 4.051325e+01 3.327615e+00 1.773140e+00 8.499731e+00\n",
"1892_s_at 8.271520e+00 8.509383e+00 1.861526e+01 2.584531e+01\n",
"1893_s_at 4.028909e+02 5.101306e+02 3.488150e+02 4.414560e+02\n",
"1894_f_at 7.068014e+02 7.624030e+02 6.230374e+02 4.294156e+02\n",
"1895_at 2.158132e+02 1.659845e+02 1.379018e+02 9.603639e+01\n",
"1896_s_at 2.601922e+02 2.074402e+02 2.248305e+02 2.206530e+02\n",
"1897_at 1.162905e+01 4.820565e+00 2.077463e+01 1.102181e+02\n",
"1898_at 1.230661e+02 1.203589e+02 6.747098e+01 1.788254e+02\n",
"1899_s_at 1.586602e+01 9.254207e+00 1.838704e+01 1.258226e+01\n",
"190_at 4.850647e+01 1.948631e+01 1.086359e+01 1.596928e+01\n",
"1900_at 4.859068e+01 1.809414e+01 4.100226e+01 8.491107e+01\n",
"1901_s_at 1.062995e+03 1.136043e+03 4.879169e+02 5.332101e+02\n",
"1902_at 7.899212e+02 7.977556e+02 6.244134e+02 6.187489e+02\n",
"1903_at 5.207866e+02 4.749634e+02 6.582560e+02 5.896447e+02\n",
"1904_at 4.585817e+02 6.004031e+02 9.233632e+02 6.408489e+02\n",
"1905_s_at 7.989201e+00 1.967606e+01 5.692163e+01 5.270128e+01\n",
"1906_at 7.179457e+02 7.242001e+02 9.389979e+02 1.046130e+03\n",
"1907_at 9.585205e+01 1.075974e+02 1.275165e+02 1.699838e+02\n",
"1908_at 1.924854e+02 1.986489e+02 1.725557e+02 4.940276e+01\n",
"1909_at 3.405770e+02 3.606652e+02 6.919260e+02 5.996097e+02\n",
"191_at 1.364903e+02 1.584408e+02 8.991227e+01 1.893137e+02\n",
"1910_s_at 5.710041e+02 4.370000e+02 5.760873e+02 5.621443e+02\n",
"1911_s_at 3.535781e+02 2.652731e+02 2.057020e+02 2.640833e+02\n",
"1912_s_at 4.111226e+02 4.266446e+02 2.622123e+02 1.273718e+02\n",
"1913_at 1.153693e+03 8.517388e+02 2.666525e+02 3.109850e+02\n",
"1914_at 4.493169e+01 6.975306e+01 4.324645e+01 7.728328e+01\n",
"1915_s_at 5.964087e+02 4.618023e+02 3.440832e+02 4.316221e+02\n",
"1916_s_at 3.100225e+02 3.628720e+02 2.386648e+02 1.651094e+02\n",
"1917_at 1.062601e+03 1.110820e+03 1.210665e+03 1.124864e+03\n",
"1918_at 5.951020e+01 9.221288e+01 1.125603e+02 1.201661e+02\n",
"1919_at 9.731784e+00 8.204510e+00 2.375056e+01 8.109862e+01\n",
"192_at 1.628793e+03 1.598888e+03 1.466976e+03 1.442410e+03\n",
"1920_s_at 3.600096e+02 5.698716e+02 3.597409e+02 4.415091e+02\n",
"1921_at 2.873323e+01 1.672132e+01 4.949208e+00 3.334661e+01\n",
"1922_g_at 2.254042e+00 2.879209e+01 1.203427e+01 5.094109e+01\n",
"1923_at 7.743380e+01 7.914641e+01 1.013275e+02 1.044366e+02\n",
"1924_at 4.637488e+02 5.260320e+02 2.956907e+02 3.028794e+02\n",
"1925_at 7.251435e+02 5.683688e+02 6.067505e+02 5.728607e+02\n",
"1926_at 3.598362e+02 3.773896e+02 1.835874e+02 2.027354e+02\n",
"1927_s_at 1.909401e+01 1.097811e+01 7.245233e+00 2.047149e+01\n",
"1928_s_at 2.284242e+02 2.207965e+02 1.770589e+02 1.943001e+02\n",
"1929_at 1.254906e+01 8.262176e+01 7.865376e+00 8.355228e+01\n",
"193_at 3.330630e+02 3.912716e+02 4.593089e+02 4.930484e+02\n",
"1930_at 2.905821e+02 2.719800e+02 1.361002e+02 1.243363e+02\n",
"1931_at 4.203207e+00 4.561378e+01 1.054324e+01 2.484933e+01\n",
"1932_at 1.086842e+03 1.018668e+03 5.842436e+02 7.872009e+02\n",
"1933_g_at 1.240002e+03 1.323383e+03 7.266761e+02 6.572910e+02\n",
"1934_s_at 1.099548e+01 7.576454e+00 7.926543e+00 1.935621e+01\n",
"1935_at 1.630234e+02 1.486217e+02 1.488956e+02 1.917775e+02\n",
"1936_s_at 7.329989e+02 5.636773e+02 1.450242e+03 1.046090e+03\n",
"1937_at 4.114201e+02 4.824169e+02 3.372240e+02 4.951617e+02\n",
"1938_at 3.036656e+02 2.979556e+02 2.423153e+02 3.007125e+02\n",
"1939_at 1.183509e+03 1.304121e+03 1.105336e+03 1.423886e+03\n",
"194_at 5.390746e+01 1.868994e+01 1.877898e+00 8.787044e+00\n",
"1940_at 2.725291e+02 2.423154e+02 3.158837e+02 2.783155e+02\n",
"1941_at 3.090806e+01 3.394838e+01 3.036909e+01 3.566882e+01\n",
"1942_s_at 1.815128e+03 1.948477e+03 3.440567e+03 3.694411e+03\n",
"1943_at 3.705041e+02 3.137242e+02 6.121507e+02 6.919771e+02\n",
"1944_f_at 9.261460e+02 9.853040e+02 1.322503e+03 1.171211e+03\n",
"1945_at 8.749008e+02 6.371615e+02 9.527593e+02 1.146932e+03\n",
"1946_at 2.178966e+01 5.701268e+01 1.840307e+01 3.616915e+01\n",
"1947_g_at 2.707693e+01 5.065185e+01 2.071213e+01 1.247741e+02\n",
"1948_f_at 5.798086e+01 5.219251e+01 7.638082e+01 1.073107e+02\n",
"1949_at 2.096446e+01 7.384087e+01 4.190074e+01 1.057561e+02\n",
"195_s_at 4.670761e+00 1.962865e+01 4.904546e+00 1.813377e+01\n",
"1950_s_at 5.707332e+02 7.458257e+02 5.667215e+02 5.507937e+02\n",
"1951_at 1.068485e+01 1.375499e+01 3.042962e+00 1.617870e+01\n",
"1952_s_at 1.537170e+02 1.453296e+02 1.336422e+02 1.153051e+02\n",
"1953_at 1.799616e+03 1.411643e+03 1.191617e+03 1.328532e+03\n",
"1954_at 5.320120e+01 7.126115e+01 6.968043e+01 2.804492e+01\n",
"1955_s_at 1.849817e+02 1.682778e+02 2.496259e+01 1.291345e+02\n",
"1956_s_at 6.545489e+01 1.435358e+01 8.096521e+01 2.681115e+01\n",
"1957_s_at 4.246587e+01 4.132892e+01 3.597354e+01 1.608272e+01\n",
"1958_at 1.159076e+01 3.709364e+00 1.107306e+01 2.221831e+01\n",
"1959_at 8.435282e+02 8.075801e+02 9.201800e+02 1.097641e+03\n",
"196_s_at 8.272351e+00 1.403796e+01 2.124342e+01 1.139996e+01\n",
"1960_at 3.964781e+01 5.357962e+01 6.182184e+00 6.357951e+01\n",
"1961_f_at 7.217309e+00 3.464054e+01 1.361845e+01 1.981503e+01\n",
"1962_at 3.056648e+01 8.647018e+00 1.947365e+01 1.674421e+01\n",
"1963_at 2.017163e+01 4.033638e+01 4.876392e+01 6.118290e+01\n",
"1964_g_at 1.206653e+01 8.122672e+01 6.742932e+01 8.625289e+01\n",
"1965_s_at 3.386073e+01 4.986941e+01 2.373836e+01 4.344837e+01\n",
"1966_i_at 4.844127e+01 7.172166e+01 2.379734e+01 8.104253e+01\n",
"1967_f_at 2.519260e+02 4.209338e+02 1.676955e+02 3.524742e+02\n",
"1968_g_at 6.229939e+00 9.183707e+00 1.863329e+01 1.245991e+01\n",
"1969_s_at 7.208462e+02 6.800211e+02 4.311152e+02 5.602333e+02\n",
"197_at 2.627594e+03 2.654708e+03 2.345653e+03 1.861165e+03\n",
"1970_s_at 3.099186e+02 4.356930e+02 8.620088e+01 1.702251e+02\n",
"1971_g_at 1.547942e+02 2.662135e+01 8.795383e+01 1.024041e+02\n",
"1972_s_at 8.591206e+01 1.675978e+02 1.250164e+02 2.179383e+02\n",
"1973_s_at 8.200244e+02 8.011739e+02 1.379698e+03 1.456664e+03\n",
"1974_s_at 4.923248e+02 4.872307e+02 4.435010e+02 6.771267e+02\n",
"1975_s_at 1.968006e+02 9.478622e+01 6.360709e+01 3.485500e+02\n",
"1976_s_at 3.257509e+01 4.450765e+01 1.841543e+01 4.278127e+01\n",
"1977_s_at 7.091876e+00 7.288114e+00 4.369510e+01 1.317762e+01\n",
"1978_at 1.379151e+01 2.021300e+01 4.788759e+01 9.061718e+01\n",
"1979_s_at 3.380868e+02 3.238718e+02 6.783153e+02 5.471381e+02\n",
"198_g_at 5.408436e+03 5.554483e+03 4.354018e+03 3.770933e+03\n",
"1980_s_at 2.181438e+04 2.575363e+04 2.519910e+04 2.409250e+04\n",
"1981_s_at 3.134584e+02 2.869432e+02 3.514480e+02 4.213725e+02\n",
"1983_at 8.953763e+01 1.037109e+02 1.697265e+02 1.077442e+02\n",
"1984_s_at 1.521107e+01 2.201526e+01 7.958941e+01 6.375083e+01\n",
"1985_s_at 5.416693e+03 5.435600e+03 1.212422e+04 1.143782e+04\n",
"1986_at 2.672975e+02 2.638786e+02 1.917580e+02 1.579801e+02\n",
"1987_at 1.060128e+01 8.814280e+01 8.236769e+00 8.691321e+01\n",
"1988_at 1.465184e+02 1.581344e+02 1.378338e+02 1.734437e+02\n",
"1989_at 2.401520e+01 1.050894e+01 4.693609e+00 1.211930e+01\n",
"199_s_at 5.444042e+02 5.364068e+02 5.133100e+02 6.293440e+02\n",
"1990_g_at 8.459117e+01 6.938521e+01 1.333514e+02 1.562243e+02\n",
"1991_s_at 3.312371e+02 2.953380e+02 3.387414e+02 3.875657e+02\n",
"1992_at 1.720838e+01 1.103243e+02 8.754077e+01 1.020283e+02\n",
"1993_s_at 1.587704e+01 3.270843e+01 2.104108e+02 4.168001e+02\n",
"1994_at 1.394033e+02 2.468250e+02 1.365089e+02 2.062892e+02\n",
"1995_at 7.298964e+01 5.107853e+01 7.865477e+01 1.487124e+02\n",
"1996_s_at 1.884071e+02 1.976280e+02 1.385552e+02 1.745435e+02\n",
"1997_s_at 1.149293e+03 1.733373e+03 1.096471e+03 1.576366e+03\n",
"1998_i_at 5.634818e+02 7.262715e+02 6.685967e+02 7.122034e+02\n",
"1999_s_at 8.360078e+01 1.551877e+02 1.037909e+02 1.219278e+02\n",
"200_at 8.229183e+00 2.966556e+00 4.831262e+00 7.717039e+00\n",
"2000_at 3.517333e+01 2.079245e+02 7.994917e+01 1.425380e+02\n",
"2001_g_at 4.649104e+01 6.564120e+01 9.059373e+01 3.432238e+01\n",
"2002_s_at 1.916231e+01 2.625922e+00 2.097529e+01 6.951407e+01\n",
"2003_s_at 3.156902e+02 3.355845e+02 8.759031e+02 6.246945e+02\n",
"2004_at 6.153138e+02 5.687105e+02 4.280830e+02 6.609556e+02\n",
"2005_s_at 2.834730e+02 2.550643e+02 2.619615e+02 2.899084e+02\n",
"2006_at 9.834440e+01 1.055260e+02 4.153589e+01 2.034262e+01\n",
"2007_g_at 5.898823e+01 1.138771e+02 7.025330e+01 8.271528e+01\n",
"2008_s_at 1.059372e+01 6.361354e+01 7.096346e+01 4.261722e+01\n",
"2009_at 6.050658e+01 5.746222e+01 7.624147e+00 3.414075e+01\n",
"201_s_at 9.474659e+03 1.094148e+04 8.236937e+03 7.875397e+03\n",
"2010_at 2.826324e+03 2.582351e+03 2.760579e+03 2.988936e+03\n",
"2011_s_at 2.916484e+02 2.555946e+02 2.749902e+01 4.036273e+01\n",
"2012_s_at 3.560888e+02 2.926052e+02 4.728153e+02 5.441516e+02\n",
"2013_at 2.387729e+02 4.872809e+02 2.677182e+02 1.829683e+02\n",
"2014_s_at 7.943502e+01 1.016823e+02 8.988358e+01 6.999278e+01\n",
"2015_s_at 1.499273e+02 1.835731e+02 1.694923e+02 1.267927e+02\n",
"2016_s_at 3.955504e+04 4.605330e+04 3.888525e+04 3.371281e+04\n",
"2017_s_at 1.856330e+03 1.566620e+03 4.404134e+03 4.921588e+03\n",
"2018_at 2.394453e+01 2.691923e+01 1.701827e+01 3.466259e+01\n",
"2019_s_at 1.110577e+02 4.336921e+01 1.271997e+02 4.224031e+01\n",
"202_at 1.732849e+02 1.967898e+02 1.604541e+02 1.425661e+02\n",
"2020_at 3.389164e+03 3.293728e+03 7.124763e+03 6.978114e+03\n",
"2021_s_at 1.121248e+02 1.470194e+02 8.279365e+01 1.895887e+02\n",
"2022_at 5.511226e+01 5.857436e+01 5.128386e+01 4.725321e+01\n",
"2023_g_at 1.429583e+02 3.247295e+02 1.491389e+02 3.892314e+02\n",
"2024_s_at 2.822281e+01 2.357654e+01 2.388460e+01 1.074308e+02\n",
"2025_s_at 4.095455e+03 4.189630e+03 4.790949e+03 4.697157e+03\n",
"2026_at 9.497861e+00 2.998836e+01 4.768301e+00 6.391455e+00\n",
"2027_at 1.009426e+02 2.417914e+02 8.710833e+01 2.025336e+02\n",
"2028_s_at 2.061030e+02 2.546109e+02 5.910586e+02 4.893746e+02\n",
"2029_at 5.176899e+01 7.484937e+01 6.007497e+01 1.408669e+01\n",
"203_at 3.086757e+02 2.908552e+02 2.226016e+02 1.890506e+02\n",
"2030_at 2.593246e+02 3.721208e+02 3.233324e+02 3.287664e+02\n",
"2031_s_at 3.902834e+03 4.465293e+03 2.145015e+03 2.234100e+03\n",
"2032_s_at 7.799121e+02 1.017640e+03 6.221126e+02 4.088593e+02\n",
"2033_s_at 4.935480e+02 4.802354e+02 3.890093e+02 4.899960e+02\n",
"2034_s_at 4.937491e+01 5.343740e+01 2.663644e+01 5.625210e+01\n",
"2035_s_at 2.905852e+04 3.076355e+04 1.963860e+04 1.865076e+04\n",
"2036_s_at 1.041358e+02 6.514794e+01 4.759094e+02 4.156676e+02\n",
"2037_s_at 3.318408e+03 3.450417e+03 2.991136e+03 3.492448e+03\n",
"2038_g_at 5.863901e+02 5.182462e+02 4.906010e+02 6.838172e+02\n",
"2039_s_at 1.498039e+02 9.161192e+01 1.483068e+02 1.595510e+02\n",
"204_at 3.081989e+01 2.818358e+01 1.365231e+01 2.987961e+01\n",
"2040_s_at 6.915673e+01 8.201156e+01 6.979054e+01 1.158390e+02\n",
"2041_i_at 1.666470e+02 2.313069e+02 2.352280e+02 2.640291e+02\n",
"2042_s_at 2.203508e+02 1.507019e+02 9.648483e+02 8.545867e+02\n",
"2043_s_at 2.700778e+02 2.415696e+02 1.799658e+02 2.389656e+02\n",
"2044_s_at 7.398886e+01 5.934450e+01 9.096720e+01 1.020603e+02\n",
"2045_s_at 7.194591e+01 6.411058e+01 1.723273e+02 1.442905e+02\n",
"2046_at 2.602039e+02 7.062756e+02 4.979434e+02 3.152608e+02\n",
"2047_s_at 7.760303e+03 7.859498e+03 3.088137e+03 3.701194e+03\n",
"2048_s_at 8.491394e+01 1.344889e+02 1.793376e+02 1.266497e+02\n",
"2049_s_at 1.771845e+03 1.960780e+03 8.231856e+02 1.097171e+03\n",
"205_g_at 1.381703e+01 1.878569e+01 6.966402e+01 1.081388e+02\n",
"2050_s_at 2.629694e+03 2.258974e+03 1.984174e+03 2.074003e+03\n",
"2051_at 8.999286e+02 9.271499e+02 8.559486e+02 6.564844e+02\n",
"2052_g_at 1.472833e+03 1.546386e+03 1.570596e+03 1.416403e+03\n",
"2053_at 1.482292e+02 1.279807e+02 1.669479e+02 1.844860e+02\n",
"2054_g_at 1.715286e+00 2.007935e+00 2.373357e+01 3.281791e+00\n",
"2055_s_at 3.802948e+01 1.533671e+01 5.193584e+01 2.135022e+01\n",
"2056_at 4.478939e+02 3.395591e+02 3.266956e+02 4.163663e+02\n",
"2057_g_at 2.265181e+02 1.940709e+02 2.175378e+02 1.984291e+02\n",
"2058_s_at 2.223927e+03 2.033096e+03 2.483422e+03 2.447538e+03\n",
"2059_s_at 1.297685e+02 8.449926e+01 8.811584e+01 2.437341e+01\n",
"206_at 1.988971e+01 3.579415e+00 1.994451e+00 3.335943e+01\n",
"2060_at 7.941805e+01 2.554199e+01 9.074745e+01 9.076345e+01\n",
"2061_at 3.622401e+00 2.236806e+00 3.803305e+00 2.464644e+01\n",
"2062_at 1.435917e+02 1.014072e+02 8.168263e+01 1.110566e+02\n",
"2063_at 3.556045e+01 1.081758e+01 2.423136e+01 3.665871e+01\n",
"2064_g_at 1.969108e+02 1.974884e+02 1.364265e+02 1.063282e+02\n",
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"1973_s_at 1457.464396 1857.722593 1550.989329 1977.611073\n",
"1974_s_at 482.858480 298.194030 177.555690 380.015005\n",
"1975_s_at 386.681952 589.826798 347.255579 444.345129\n",
"1976_s_at 75.339698 69.540476 133.068035 64.226230\n",
"1977_s_at 20.218844 21.526425 10.435692 45.144957\n",
"1978_at 112.339213 102.089956 68.669258 117.557231\n",
"1979_s_at 449.551139 400.890178 520.835534 628.365686\n",
"198_g_at 4356.565568 4606.722370 3948.604679 3313.418850\n",
"1980_s_at 24532.672532 33624.933497 23988.942441 32387.185127\n",
"1981_s_at 123.950709 216.807464 163.441023 221.185126\n",
"1983_at 116.520966 288.130484 199.187422 294.900074\n",
"1984_s_at 25.094182 18.547352 12.813509 98.104111\n",
"1985_s_at 3268.686495 3636.156545 9442.597584 8302.696942\n",
"1986_at 334.436054 287.497901 113.698732 222.066532\n",
"1987_at 25.869932 45.074924 26.113402 140.590362\n",
"1988_at 237.388971 307.359677 127.301750 1131.137662\n",
"1989_at 12.089787 26.859312 87.447577 81.869598\n",
"199_s_at 252.756657 293.451990 278.747098 378.152823\n",
"1990_g_at 76.013529 77.608580 191.003379 170.323532\n",
"1991_s_at 271.627453 433.515633 405.329783 312.721715\n",
"1992_at 78.876514 94.418177 134.376506 120.778286\n",
"1993_s_at 40.214130 63.198807 410.319351 381.723935\n",
"1994_at 153.259874 215.775197 139.521612 256.813101\n",
"1995_at 42.168856 71.725766 28.703981 83.353734\n",
"1996_s_at 40.081196 41.030268 139.849267 57.715423\n",
"1997_s_at 2661.221651 2090.751621 1817.041328 2223.560010\n",
"1998_i_at 2459.802209 3292.189072 1535.587849 3685.750705\n",
"1999_s_at 108.912703 185.126476 63.706622 92.043957\n",
"200_at 65.952404 25.315131 3.792875 32.942314\n",
"2000_at 207.340931 202.000750 76.833052 113.355086\n",
"2001_g_at 25.605379 106.797606 17.157761 42.915787\n",
"2002_s_at 74.791173 29.628168 2.604222 17.191145\n",
"2003_s_at 263.086188 313.166441 805.199653 736.225600\n",
"2004_at 137.757978 89.355014 61.460355 33.013449\n",
"2005_s_at 218.554184 237.427790 244.406382 347.748791\n",
"2006_at 151.111205 43.653650 38.467879 56.558157\n",
"2007_g_at 79.654504 113.968810 315.900699 99.252566\n",
"2008_s_at 34.210714 7.180007 103.071435 119.770916\n",
"2009_at 30.666803 219.600249 31.625713 89.820959\n",
"201_s_at 10699.732808 14539.689151 5450.755558 8813.824295\n",
"2010_at 1044.808340 927.730363 1142.346741 1273.622023\n",
"2011_s_at 101.362015 165.748547 7.801028 17.209795\n",
"2012_s_at 276.231911 167.101677 457.408098 629.621341\n",
"2013_at 177.664496 456.706211 341.002336 330.738081\n",
"2014_s_at 113.180516 103.739787 66.816248 41.476299\n",
"2015_s_at 45.402091 116.614387 152.536005 100.358403\n",
"2016_s_at 50483.485456 62335.397576 35898.338497 48908.796587\n",
"2017_s_at 1417.163465 1085.288014 3909.950383 2829.683979\n",
"2018_at 33.476442 38.596213 27.988168 33.834516\n",
"2019_s_at 85.450859 60.021488 49.149005 168.964822\n",
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"874_at 138.880193 192.925736 46.006702 31.228000\n",
"875_g_at 31.431998 162.166897 51.489549 53.438219\n",
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"880_at 3636.090488 3287.081564 3834.257505 3193.797692\n",
"881_at 686.594798 562.582130 24.392406 51.601189\n",
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"891_at 453.886663 388.474065 522.781043 532.290305\n",
"892_at 281.368851 384.528654 46.418701 13.515298\n",
"893_at 2082.251742 1702.165618 6126.415784 6546.761037\n",
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"910_at 260.495678 167.572840 4445.713614 6467.942940\n",
"911_s_at 7337.677499 6128.351470 10845.089124 9343.220879\n",
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"926_at 176.530906 111.211701 37.384433 97.557050\n",
"927_s_at 1282.233226 1469.689815 590.650273 755.084883\n",
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"929_at 139.266275 176.536015 52.657832 120.899994\n",
"930_at 168.949262 103.378712 19.548195 86.140713\n",
"931_at 40.500761 73.785508 3.329233 4.587939\n",
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"933_f_at 577.076277 485.897442 329.759696 499.657608\n",
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"935_at 2936.727473 2373.598250 2149.005531 1724.773315\n",
"936_s_at 60.951520 32.852098 20.665297 25.072033\n",
"937_at 41.359260 88.879072 35.540504 110.169610\n",
" [ reached getOption(\"max.print\") -- omitted 126 rows ]\n"
]
}
],
"source": [
"e_mas5<-exprs(eset_mas5)\n",
"show(e_mas5)"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"image/png": 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ImsfmTYsSCk9wP6+PHjGzdubLsxO8b2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\nTkSuQmCC"
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"par(mfrow=c(1,2))\n",
"d1<-density(e_rma)\n",
"plot(d1)\n",
"d2<-density(e_mas5)\n",
"plot(d2)"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {
"collapsed": false,
"scrolled": true
},
"outputs": [
{
"data": {
"image/png": 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WvWTHD7Li4u3IaS7Oxs49+QVq1aCW4cAACsyMaCXUxMTCX33rhxg3tA5Y+0Ii4Q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\nZWVFRkYWFBQwGAwjIyN7e3vYS2NAQmzF9jb4DfU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n4KLamDFjEOuvWrUqNDRURkYmLCwsLCys64WkDigAACAASURBVCVpaenW1lY0OXYw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\nVEjsoFlAHTtvdL0YGcAwJCd2WBgBLtCFayioY+cN6th5gzp2AFogeaK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r11ZVVc2dO9d3QFx2AG9wrwsi3OugaThDe+yxxwghV65c4Y9U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"
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"par(mfrow=c(1,2))\n",
"boxplot(e_rma)\n",
"boxplot(e_mas5)"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {
"collapsed": false,
"scrolled": true
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
" low10-1.cel low10-2.cel high10-1.cel high10-2.cel\n",
"100_g_at 9.78820477 10.24298972 9.476810533 9.33709814\n",
"1000_at 11.63813989 11.41181169 11.016942462 11.05039485\n",
"1001_at 5.31134920 4.18489232 3.990683211 5.73602033\n",
"1002_f_at 4.46324153 5.29323849 3.790111332 4.35577999\n",
"1003_s_at 5.85785150 5.92707062 7.536055355 7.59860462\n",
"1004_at 7.25340340 7.35354268 7.408124043 7.33310309\n",
"1005_at 9.46148531 9.58173688 8.293409688 8.66517405\n",
"1006_at 4.40620096 2.06637484 4.356843555 4.49964724\n",
"1007_s_at 13.03329334 12.94155388 12.361365756 12.66548364\n",
"1008_f_at 10.67472985 12.32322740 12.035757169 9.84968170\n",
"1009_at 11.53431700 11.44591829 12.166809389 11.98445793\n",
"101_at 4.53899963 3.94658000 4.106223410 3.93937302\n",
"1010_at 4.11812604 5.31057434 4.126383508 5.93582601\n",
"1011_s_at 9.51741781 9.74225626 9.825272973 9.58354052\n",
"1012_at 6.38350904 6.27595519 6.144092368 5.95775686\n",
"1013_at 6.84240859 6.30404612 6.829155889 6.86701083\n",
"1014_at 10.07764389 10.15919492 10.082806957 9.58070084\n",
"1015_s_at 5.71266269 7.19183656 5.537665076 4.64286040\n",
"1016_s_at 3.76435932 5.54472505 5.703444559 5.06024441\n",
"1017_at 6.47805185 6.46394155 6.553987587 6.35252542\n",
"1018_at 5.95079319 6.47543376 6.458400198 6.25582718\n",
"1019_g_at 7.92647198 8.16599620 7.764940490 7.84854037\n",
"102_at 5.93197470 5.81106004 5.285136664 5.29429283\n",
"1020_s_at 11.64827680 11.70423151 11.093158044 11.42784302\n",
"1021_at 6.45145534 5.52995978 5.290214106 4.67647189\n",
"1022_f_at 5.49783003 4.43016299 5.051914793 5.71974614\n",
"1023_at 4.57206978 4.33276475 5.213495836 5.17241057\n",
"1024_at 9.18998766 9.44866481 7.470429258 8.19632550\n",
"1025_g_at 8.99322206 9.16669540 7.635459825 8.21249839\n",
"1026_s_at 6.11831746 7.08916311 7.741503740 6.78573316\n",
"1027_at 5.87436616 3.88649184 4.098993426 6.75265510\n",
"1028_at 7.77114801 7.75096213 8.407246364 7.35308401\n",
"1029_s_at 4.58202996 5.31615308 4.038768039 4.39943272\n",
"103_at 6.89568469 5.93317038 6.567497558 6.43664544\n",
"1030_s_at 11.74091299 11.61026435 11.420431940 11.58264870\n",
"1031_at 7.51290833 7.79372271 7.871085822 8.49915685\n",
"1032_at 8.62402769 8.25941973 8.092778669 8.60169026\n",
"1033_g_at 6.61451436 5.99200850 6.924433767 5.36972111\n",
"1034_at 10.18520668 10.10087976 9.252559839 9.38883350\n",
"1035_g_at 10.02293985 10.15155549 9.583759059 9.71107632\n",
"1036_at 3.56952247 1.31868927 1.262370681 4.05068124\n",
"1037_at 6.63391511 5.55452682 5.064873572 5.84750084\n",
"1038_s_at 7.34480850 7.56391340 7.354235464 7.09624036\n",
"1039_s_at 8.36212326 7.81905595 8.290104913 8.32776909\n",
"104_at 6.50419744 6.61121285 7.021364625 6.59598436\n",
"1040_s_at 6.03103424 6.19796344 6.363637611 6.40292684\n",
"1041_at 6.41284846 6.74769829 6.429186692 6.36159872\n",
"1042_at 4.63188804 5.06427621 4.219944989 2.89030224\n",
"1043_s_at 5.44311737 3.75477818 5.185447291 3.95553896\n",
"1044_s_at 8.65724641 8.68298848 7.981881359 7.96527952\n",
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"1936_s_at 9.51766714 9.13872559 10.502078006 10.03079158\n",
"1937_at 8.68446834 8.91413662 8.397563520 8.95175588\n",
"1938_at 8.24633984 8.21895339 7.920741870 8.23224086\n",
"1939_at 10.20885463 10.34886173 10.110269601 10.47561799\n",
"194_at 5.75241295 4.22419020 0.909118608 3.13537788\n",
"1940_at 8.09026655 7.92074258 8.303249528 8.12057727\n",
"1941_at 4.94991125 5.08527095 4.924531831 5.15659169\n",
"1942_s_at 10.82585555 10.92813099 11.748430533 11.85112881\n",
"1943_at 8.53334557 8.29335302 9.257742968 9.43458042\n",
"1944_f_at 9.85509590 9.94442513 10.369055060 10.19378517\n",
"1945_at 9.77297560 9.31551537 9.895967983 10.16356406\n",
"1946_at 4.44557172 5.83321097 4.201874880 5.17668787\n",
"1947_g_at 4.75899247 5.66254313 4.372403893 6.96317517\n",
"1948_f_at 5.85750474 5.70577099 6.255138512 6.74564945\n",
"1949_at 4.38987391 6.20634758 5.388903904 6.72459737\n",
"195_s_at 2.22365757 4.29488877 2.294119493 4.18060682\n",
"1950_s_at 9.15667270 9.54269468 9.146496171 9.10536818\n",
"1951_at 3.41749463 3.78188304 1.605476386 4.01602395\n",
"1952_s_at 7.26413336 7.18318458 7.062231938 6.84931289\n",
"1953_at 10.81347326 10.46315924 10.218705328 10.37561680\n",
"1954_at 5.73338699 6.15504385 6.122681717 4.80966746\n",
"1955_s_at 7.53123867 7.39470113 4.641695740 7.01273060\n",
"1956_s_at 6.03242910 3.84333842 6.339230138 4.74476111\n",
"1957_s_at 5.40823181 5.36907985 5.168864044 4.00743909\n",
"1958_at 3.53490343 1.89117171 3.468982019 4.47367706\n",
"1959_at 9.72029256 9.65746151 9.845772329 10.10019039\n",
"196_s_at 3.04829736 3.81126145 4.408944323 3.51095720\n",
"1960_at 5.30916931 5.74361244 2.628116528 5.99049003\n",
"1961_f_at 2.85146102 5.11438948 3.767491045 4.30852300\n",
"1962_at 4.93387860 3.11220275 4.283451043 4.06559048\n",
"1963_at 4.33425604 5.33400956 5.607742166 5.93505659\n",
"1964_g_at 3.59293842 6.34388250 6.075304042 6.43050093\n",
"1965_s_at 5.08154102 5.64008332 4.569148640 5.44123000\n",
"1966_i_at 5.59816476 6.16433695 4.572728147 6.34060736\n",
"1967_f_at 7.97685620 8.71744969 7.389699889 8.46137396\n",
"1968_g_at 2.63921811 3.19907664 4.219810708 3.63922176\n",
"1969_s_at 9.49354775 9.40943563 8.751929536 9.12988402\n",
"197_at 11.35952659 11.37433767 11.195774051 10.86198993\n",
"1970_s_at 8.27574559 8.76716798 6.429630661 7.41129959\n",
"1971_g_at 7.27420783 4.73451158 6.458674529 6.67812905\n",
"1972_s_at 6.42478878 7.38885945 6.965973081 7.76777569\n",
"1973_s_at 9.67952299 9.64597159 10.430137079 10.50845211\n",
"1974_s_at 8.94346663 8.92846118 8.792793405 9.40328202\n",
"1975_s_at 7.62059068 6.56660539 5.991115642 8.44522180\n",
"1976_s_at 5.02569740 5.47598154 4.202843240 5.41890733\n",
"1977_s_at 2.82616739 2.86554562 5.449399750 3.72001841\n",
"1978_at 3.78570860 4.33721153 5.581579889 6.50171272\n",
"1979_s_at 8.40124978 8.33927909 9.405812251 9.09576125\n",
"198_g_at 12.40099562 12.43943690 12.088131657 11.88070567\n",
"1980_s_at 14.41299162 14.65248794 14.621084463 14.55629660\n",
"1981_s_at 8.29212995 8.16462139 8.457167545 8.71895250\n",
"1983_at 6.48442224 6.69642363 7.407067763 6.75146592\n",
"1984_s_at 3.92704974 4.46043215 6.314504653 5.99437221\n",
"1985_s_at 12.40319655 12.40822354 13.565603933 13.48152453\n",
"1986_at 8.06230227 8.04373041 7.583142952 7.30359863\n",
"1987_at 3.40616611 6.46177078 3.042078596 6.44150361\n",
"1988_at 7.19493805 7.30500715 7.106786392 7.43832395\n",
"1989_at 4.58587578 3.39354474 2.230697586 3.59923480\n",
"199_s_at 9.08853438 9.06718370 9.003686486 9.29770507\n",
"1990_g_at 6.40243510 6.11655619 7.059089499 7.28747506\n",
"1991_s_at 8.37172064 8.20622305 8.404040648 8.59829725\n",
"1992_at 4.10503915 6.78560672 6.451883184 6.67282596\n",
"1993_s_at 3.98887006 5.03159060 7.717064612 8.70321172\n",
"1994_at 7.12312066 7.94734492 7.092851388 7.68852434\n",
"1995_at 6.18961988 5.67464516 6.297462269 7.21638079\n",
"1996_s_at 7.55770918 7.62664334 7.114317109 7.44744255\n",
"1997_s_at 10.16653116 10.75936635 10.098651450 10.62238724\n",
"1998_i_at 9.13822521 9.50436509 9.384992509 9.47614559\n",
"1999_s_at 6.38544445 7.27787054 6.697535622 6.92988311\n",
"200_at 3.04074921 1.56878881 2.272400224 2.94804748\n",
"2000_at 5.13640991 7.69991603 6.321011196 7.15520270\n",
"2001_g_at 5.53888091 6.03652968 6.501339365 5.10107766\n",
"2002_s_at 4.26019956 1.39282406 4.390619014 6.11923313\n",
"2003_s_at 8.30236565 8.39053246 9.774627396 9.28700711\n",
"2004_at 9.26517862 9.15155074 8.741746604 9.36840964\n",
"2005_s_at 8.14706750 7.99471700 8.033210912 8.17945350\n",
"2006_at 6.61977102 6.72145427 5.376286569 4.34643346\n",
"2007_g_at 5.88235522 6.83133343 6.134494183 6.37008198\n",
"2008_s_at 3.40513779 5.99126194 6.149004400 5.41336459\n",
"2009_at 5.91902007 5.84454194 2.930575970 5.09342269\n",
"201_s_at 13.20985826 13.41751972 13.007892275 12.94313690\n",
"2010_at 11.46471138 11.33446964 11.430755254 11.54541607\n",
"2011_s_at 8.18808630 7.99771347 4.781308468 5.33495175\n",
"2012_s_at 8.47609345 8.19281179 8.885132935 9.08786484\n",
"2013_at 7.89949535 8.92860973 8.064571159 7.51544967\n",
"2014_s_at 6.31170326 6.66792543 6.489985717 6.12913423\n",
"2015_s_at 7.22811888 7.52021107 7.405075574 6.98632751\n",
"2016_s_at 15.27157400 15.49101704 15.246935214 15.04100940\n",
"2017_s_at 10.85823772 10.61343976 12.104642568 12.26490821\n",
"2018_at 4.58162415 4.75056513 4.089012633 5.11530755\n",
"2019_s_at 6.79516590 5.43859915 6.990951959 5.40054858\n",
"202_at 7.43700219 7.62051138 7.326016448 7.15548702\n",
"2020_at 11.72671376 11.68550576 12.798626322 12.76862152\n",
"2021_s_at 6.80896122 7.19986298 6.371448250 7.56672939\n",
"2022_at 5.78430131 5.87219740 5.680433067 5.56234046\n",
"2023_g_at 7.15945058 8.34309467 7.220512786 8.60448421\n",
"2024_s_at 4.81878985 4.55928021 4.578008618 6.74726361\n",
"2025_s_at 11.99980818 12.03260717 12.226095735 12.19757208\n",
"2026_at 3.24760266 4.90633083 2.253475338 2.67614435\n",
"2027_at 6.65739121 7.91761919 6.444738854 7.66201732\n",
"2028_s_at 7.68722142 7.99215048 9.207157349 8.93479552\n",
"2029_at 5.69401628 6.22591831 5.908692233 3.81626034\n",
"203_at 8.26994829 8.18415704 7.798319842 7.56262844\n",
"2030_at 8.01861553 8.53962722 8.336874233 8.36091886\n",
"2031_s_at 11.93030652 12.12453907 11.066772242 11.12547773\n",
"2032_s_at 9.60716771 9.99101104 9.281031969 8.67546058\n",
"2033_s_at 8.94704656 8.90759790 8.603660683 8.93662629\n",
"2034_s_at 5.62570631 5.73977779 4.735329317 5.81383504\n",
"2035_s_at 14.82667343 14.90893436 14.261404225 14.18694652\n",
"2036_s_at 6.70232205 6.02564776 8.894543012 8.69928641\n",
"2037_s_at 11.69627564 11.75255489 11.546477756 11.77002278\n",
"2038_g_at 9.19571697 9.01749390 8.938406235 9.41746690\n",
"2039_s_at 7.22693176 6.51746341 7.212441286 7.31787369\n",
"204_at 4.94578976 4.81678289 3.771072795 4.90108934\n",
"2040_s_at 6.11179773 6.35775532 6.124959553 6.85597698\n",
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"2044_s_at 6.20923626 5.89104232 6.507274506 6.67327770\n",
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"2048_s_at 6.40792952 7.07134338 7.486534276 6.98469993\n",
"2049_s_at 10.79103693 10.93721168 9.685073956 10.09957329\n",
"205_g_at 3.78837515 4.23156199 6.122341918 6.75674016\n",
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"2054_g_at 0.77844940 1.00571264 4.568857293 1.71448319\n",
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"207_at 10.77876810 11.39181050 11.234764494 11.22170571\n",
"2070_i_at -0.05246410 4.72385637 3.298668831 -0.01090133\n",
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"208_at 6.54987366 2.66576549 3.624353072 4.32521084\n",
"2080_s_at 4.58239703 6.23705468 5.388733717 6.05954343\n",
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"1955_s_at 7.7860631 8.4855654 4.9674007 6.6878395\n",
"1956_s_at 3.8249885 4.2684609 4.2195557 7.1099519\n",
"1957_s_at 4.2781175 2.9846895 3.5652350 6.5012684\n",
"1958_at 3.4382028 4.0369659 5.8538452 5.2198950\n",
"1959_at 9.3854524 9.4058213 9.2150131 9.6801327\n",
"196_s_at 4.9365437 3.4254722 3.1467775 2.0407966\n",
"1960_at 3.9997518 6.2556784 2.7917475 4.0039549\n",
"1961_f_at 5.3650509 5.6739218 5.0213291 6.2516348\n",
"1962_at 2.2873929 7.5594503 6.1893377 6.0613049\n",
"1963_at 6.8562336 6.5889368 5.3535947 6.3933977\n",
"1964_g_at 5.7382163 6.2046918 6.1182224 5.2700307\n",
"1965_s_at 5.3828778 5.0767179 6.7095837 6.7594013\n",
"1966_i_at 5.7724963 6.8433187 6.0727839 6.6148177\n",
"1967_f_at 8.8353907 8.8459132 8.1560696 6.3077537\n",
"1968_g_at 7.0816326 3.1789154 4.2221591 2.9808700\n",
"1969_s_at 9.8821103 9.3646301 8.6907219 8.9347267\n",
"197_at 10.8762871 11.1568066 10.7554121 10.8139027\n",
"1970_s_at 8.7215004 8.4719803 6.7866432 7.3122371\n",
"1971_g_at 3.7905337 6.1423063 6.4654911 5.1348680\n",
"1972_s_at 7.9805369 7.3953887 6.3865856 5.0689909\n",
"1973_s_at 10.5092449 10.8593194 10.5989730 10.9495430\n",
"1974_s_at 8.9154566 8.2201076 7.4721278 8.5699126\n",
"1975_s_at 8.5950036 9.2041476 8.4398541 8.7955369\n",
"1976_s_at 6.2353383 6.1197810 7.0560202 6.0050907\n",
"1977_s_at 4.3376286 4.4280368 3.3834543 5.4964929\n",
"1978_at 6.8117178 6.6736971 6.1015925 6.8772195\n",
"1979_s_at 8.8123414 8.6470633 9.0246841 9.2954606\n",
"198_g_at 12.0889755 12.1695249 11.9471272 11.6941049\n",
"1980_s_at 14.5824168 15.0372438 14.5500819 14.9831355\n",
"1981_s_at 6.9536227 7.7602706 7.3526263 7.7891106\n",
"1983_at 6.8644458 8.1705785 7.6379827 8.2040824\n",
"1984_s_at 4.6492810 4.2131414 3.6795937 6.6162417\n",
"1985_s_at 11.6744953 11.8281986 13.2049681 13.0193643\n",
"1986_at 8.3855866 8.1674076 6.8290724 7.7948482\n",
"1987_at 4.6932044 5.4942531 4.7067185 7.1353539\n",
"1988_at 7.8911091 8.2637841 6.9921084 10.1435588\n",
"1989_at 3.5957169 4.7473505 6.4503465 6.3552559\n",
"199_s_at 7.9816053 8.1969807 8.1228130 8.5628256\n",
"1990_g_at 6.2481843 6.2781442 7.5774544 7.4121340\n",
"1991_s_at 8.0854855 8.7599402 8.6629524 8.2887356\n",
"1992_at 6.3015239 6.5609927 7.0701371 6.9162173\n",
"1993_s_at 5.3296306 5.9818254 8.6806034 8.5763858\n",
"1994_at 7.2598362 7.7533852 7.1243448 8.0045750\n",
"1995_at 5.3981060 6.1644196 4.8431789 6.3811749\n",
"1996_s_at 5.3248537 5.3586167 7.1277289 5.8508850\n",
"1997_s_at 11.3778730 11.0298060 10.8273755 11.1186556\n",
"1998_i_at 11.2643266 11.6848315 10.5845753 11.8477428\n",
"1999_s_at 6.7670284 7.5323674 5.9933714 6.5242511\n",
"200_at 6.0433533 4.6619280 1.9232917 5.0418700\n",
"2000_at 7.6958611 7.6582168 6.2636552 6.8247053\n",
"2001_g_at 4.6783750 6.7387355 4.1007894 5.4234365\n",
"2002_s_at 6.2247961 4.8888975 1.3808522 4.1035937\n",
"2003_s_at 8.0393917 8.2907858 9.6532027 9.5240041\n",
"2004_at 7.1059921 6.4814768 5.9415842 5.0449820\n",
"2005_s_at 7.7718472 7.8913450 7.9331381 8.4419017\n",
"2006_at 7.2394668 5.4480304 5.2655824 5.8216632\n",
"2007_g_at 6.3156840 6.8324952 8.3033273 6.6330325\n",
"2008_s_at 5.0963763 2.8439852 6.6875008 6.9041338\n",
"2009_at 4.9386059 7.7787359 4.9830261 6.4889802\n",
"201_s_at 13.3852871 13.8277088 12.4122405 13.1055524\n",
"2010_at 10.0290226 9.8575617 10.1577849 10.3147215\n",
"2011_s_at 6.6633733 7.3728524 2.9636643 4.1051580\n",
"2012_s_at 8.1097362 7.3845824 8.8373381 9.2983406\n",
"2013_at 7.4730116 8.8351226 8.4136378 8.3695454\n",
"2014_s_at 6.8224818 6.6968255 6.0621271 5.3742153\n",
"2015_s_at 5.5046868 6.8656020 7.2530060 6.6490176\n",
"2016_s_at 15.6235239 15.9277640 15.1316295 15.5778063\n",
"2017_s_at 10.4687905 10.0838622 11.9329346 11.4664252\n",
"2018_at 5.0650743 5.2703874 4.8067452 5.0804238\n",
"2019_s_at 6.4170231 5.9074072 5.6190903 7.4005791\n",
"202_at 8.2446454 7.8209975 7.4795933 7.6623891\n",
"2020_at 12.2602913 12.2963495 13.3525611 13.1041398\n",
"2021_s_at 7.5342719 8.2551821 7.3966882 7.7019631\n",
"2022_at 5.7230929 2.8689376 2.3599377 5.0192772\n",
"2023_g_at 7.1329649 6.8581003 5.5223188 7.5449429\n",
"2024_s_at 5.9990156 4.3588013 5.2116659 7.2581125\n",
"2025_s_at 11.3159822 11.6460564 11.5419174 12.1493205\n",
"2026_at 5.7675667 4.8144914 4.8356450 5.2054950\n",
"2027_at 7.4305808 7.8378060 6.9227027 7.9627221\n",
"2028_s_at 7.7049065 7.7413464 9.0514463 8.9505093\n",
"2029_at 5.8645163 6.4868439 4.1857083 6.7751776\n",
"203_at 9.2574698 9.1437436 8.0594268 9.2434428\n",
"2030_at 8.2852879 9.0584492 8.8490256 9.4582408\n",
"2031_s_at 12.5935939 12.4440397 10.2324647 10.6576773\n",
"2032_s_at 9.8633729 10.2415650 9.3410520 10.2439230\n",
"2033_s_at 9.2916022 8.9088758 8.3216361 9.4025184\n",
"2034_s_at 5.5258302 6.4919639 4.7877910 5.9121620\n",
"2035_s_at 14.8445848 15.0252240 14.4406675 14.4034312\n",
"2036_s_at 6.8379065 6.1289777 7.6875998 7.1809526\n",
"2037_s_at 11.8932814 11.7969095 11.4115049 11.8880327\n",
"2038_g_at 8.6741860 9.1042162 9.0813022 9.3604621\n",
"2039_s_at 8.0939585 7.4895290 5.4993157 6.4409952\n",
"204_at 4.0688718 4.4198643 3.6554876 4.5279538\n",
"2040_s_at 6.8887961 6.7646410 6.5845234 6.7461191\n",
"2041_i_at 7.6046005 6.7415408 7.5574690 8.3776071\n",
"2042_s_at 7.9101767 7.3107783 9.8873775 10.0287736\n",
"2043_s_at 8.0486760 8.0792455 7.6235826 8.0597882\n",
"2044_s_at 6.1909988 6.2999804 6.1210406 6.7423962\n",
"2045_s_at 5.8562328 6.3006923 6.6657204 7.0023829\n",
"2046_at 9.0296476 6.8833610 9.1594821 9.9811186\n",
"2047_s_at 13.3032984 13.2720614 12.0803165 11.9922056\n",
"2048_s_at 7.0654362 7.4834548 6.3771486 7.1490012\n",
"2049_s_at 11.6044900 11.7198002 8.6356313 9.5352340\n",
"205_g_at 6.7118844 7.5899694 6.5347760 4.9419797\n",
"2050_s_at 12.1957430 11.8254059 12.2071934 11.8727093\n",
"2051_at 9.9841617 9.7744980 9.7643991 9.7440433\n",
"2052_g_at 10.1539465 10.2309121 10.4731160 10.0388410\n",
"2053_at 6.2712825 7.4069525 7.1521037 6.8327861\n",
"2054_g_at 1.9267646 2.8422995 0.8312029 2.9039114\n",
"2055_s_at 4.8863578 4.9467867 5.0201466 6.9683352\n",
"2056_at 9.3178838 9.2641608 8.0182992 9.0994321\n",
"2057_g_at 7.7480748 8.3999303 8.1330702 8.7030955\n",
"2058_s_at 12.0421746 11.8265909 11.7827564 11.6741481\n",
"2059_s_at 7.5223841 6.1851707 5.5532299 3.8412200\n",
"206_at 4.5190037 4.6203446 2.9994734 3.0674058\n",
"2060_at 7.4392367 6.5655066 7.2290226 6.8978795\n",
"2061_at 2.2527749 2.1414559 2.5556819 3.3026541\n",
"2062_at 6.9908414 5.3625555 5.6642753 7.4824258\n",
"2063_at 1.5960267 3.2364464 4.6884607 4.1504976\n",
"2064_g_at 8.1430971 6.8140675 7.5401948 7.0856241\n",
"2065_s_at 9.2389877 9.2231348 8.4280175 9.0157492\n",
"2066_at 9.2407388 9.5812581 8.8957357 9.3622463\n",
"2067_f_at 9.3382074 9.7980340 8.6573997 9.8125237\n",
"2068_s_at 4.9787327 6.1390473 5.8475181 6.4843242\n",
"2069_s_at 10.3821652 10.6887681 10.6770850 10.8073693\n",
"207_at 10.8379057 11.2273895 11.5845808 11.5943164\n",
"2070_i_at 3.3549458 4.9992459 2.0523352 2.0922599\n",
"2071_s_at 6.6281157 7.3230060 4.3308897 5.9359852\n",
"2072_at 4.9551332 5.7375197 4.1029512 6.7836230\n",
"2073_s_at 4.0148709 4.2085689 4.1665177 7.0865336\n",
"2074_at 3.8485815 3.8216952 6.3251439 4.2126829\n",
"2075_s_at 9.9920110 10.0584435 9.3402812 9.8898686\n",
"2076_s_at 7.6795062 8.5318865 6.1085611 8.9069349\n",
"2077_at 7.5289761 7.7920555 6.9363402 5.2485097\n",
"2078_s_at 7.1659165 9.3215136 7.5547744 8.6449204\n",
"2079_s_at 8.5068833 9.2604365 7.8747300 8.9678516\n",
"208_at 3.1800803 4.5059118 2.8924387 5.8077892\n",
"2080_s_at 5.9605776 6.7065842 5.8649607 6.8294641\n",
"2081_s_at 1.7087675 2.4184474 3.8526344 3.4979504\n",
"2082_s_at 10.7396390 10.7683931 8.8573105 11.1291363\n",
"2083_at 2.8352881 5.2768289 6.1691743 5.6736691\n",
"2084_s_at 6.4356863 6.4595660 6.2632890 6.9250610\n",
"2085_s_at 11.1343882 10.7084633 10.8637407 10.6079453\n",
"2086_s_at 7.3884903 7.0703834 8.1264466 7.3643059\n",
"2087_s_at 6.3618552 5.1197886 2.1740433 5.0474655\n",
"2088_s_at 7.9308103 9.1296839 8.4971747 9.2144612\n",
"2089_s_at 11.0766011 11.0228827 9.5282807 10.2102910\n",
"209_at 4.4085954 4.2300153 4.5791323 3.7559734\n",
"2090_i_at 13.0740454 13.6801738 12.7061841 13.5174997\n",
"2091_at 8.7022670 9.0467008 7.7791225 8.8437468\n",
"2092_s_at 6.3574992 3.1601654 3.1162422 6.2038182\n",
"2093_s_at 9.9366383 9.7729117 10.8820187 10.5755352\n",
"2094_s_at 10.4951685 10.7569450 8.8505983 9.6994615\n",
"210_at 10.0159439 9.7296411 8.8700314 9.2635180\n",
"211_at 7.4951165 4.7464792 6.5475254 6.8036157\n",
"212_at 7.1892747 7.7491780 6.3350335 9.2800472\n",
"213_at 5.0787810 5.8523050 6.1930687 5.7278900\n",
"214_at 9.0005761 9.0378695 8.4946672 9.0502458\n",
"215_g_at 7.8383010 8.7611206 8.0594893 7.3592354\n",
"216_at 7.1719267 9.1101009 7.3612303 7.4340209\n",
"217_at 4.2765967 4.8048813 5.3822362 2.6998250\n",
"218_at 8.9875838 9.5111232 9.4754557 9.6295546\n",
"219_i_at 5.8987796 7.0055720 4.6581859 1.7066635\n",
"220_r_at 5.7763013 7.8812683 6.8769428 6.4743258\n",
"221_s_at 6.6605097 4.0921482 3.0620841 7.8376440\n",
"222_at 10.5830283 10.5700651 9.6537166 9.3518707\n",
"223_at 11.1363061 10.7734957 11.2590552 10.9843693\n",
"224_at 8.1536181 8.2515886 8.0182715 8.2148753\n",
"225_at 8.0798660 9.2574629 7.7040850 8.6381110\n",
"226_at 11.3675713 11.1614133 10.3007734 11.2537099\n",
"227_g_at 13.0393933 12.7585951 12.5409661 12.4466792\n",
"228_at 7.8983350 8.0222235 7.0221748 8.5263414\n",
"229_at 7.7791706 7.7903183 7.3783276 7.7660085\n",
"230_s_at 6.5253444 3.5206436 5.8341269 6.3529082\n",
"231_at 7.0349010 5.5374675 5.1026398 5.6478712\n",
"232_at 7.9241897 8.1095754 6.7884410 7.8576942\n",
"233_s_at 4.4555554 3.8792402 4.3151507 5.5320637\n",
"234_s_at 4.1310254 7.2626917 6.0441795 7.5563170\n",
"235_at 5.4918900 5.8833487 5.0712942 5.4454150\n",
"236_at 4.2094439 5.6741053 6.0012851 4.9138415\n",
"237_s_at 8.7553255 9.0902792 9.0956605 9.0787511\n",
"238_at 7.7886356 8.0057679 7.4631002 7.8202678\n",
"239_at 11.3362186 11.6147093 13.3776547 13.3419875\n",
"240_at 8.7879871 8.9066288 7.5673794 8.4777772\n",
"241_g_at 11.2101587 11.8926663 12.4249893 12.3743343\n",
"242_at 8.3619148 8.4999452 8.4641150 8.9911491\n",
"243_g_at 9.8281695 10.2418487 9.7567806 9.8511635\n",
"244_at 10.8184849 10.4151535 9.2796737 10.3850815\n",
"245_at 2.4323389 7.0500482 2.6171790 3.0796570\n",
"246_at 4.9993655 5.0110513 3.7002602 4.5180545\n",
"247_s_at 8.0641405 7.4830340 7.4255346 7.3348081\n",
"248_at 5.3216740 7.8646224 6.0455920 7.0272782\n",
"249_at 7.4186055 7.3132548 5.8832793 6.2611580\n",
"250_at 10.1764750 9.9978011 9.6933139 9.7612437\n",
"251_at 5.7446425 5.4935629 5.7150822 6.4000025\n",
"252_at 7.1038051 7.5868896 5.2256612 5.4940372\n",
"253_g_at 4.3127653 4.4305594 4.6402626 4.9083188\n",
"254_at 12.4544375 12.0993975 12.7795750 12.3931452\n",
"255_s_at 7.5586084 8.1375209 9.3734768 7.4099432\n",
"256_s_at 15.4848186 15.6860508 15.1466069 15.3925440\n",
"257_at 6.3745548 7.0791617 5.4270444 5.5452901\n",
"258_at 7.1117188 8.4367909 5.9027080 8.8556614\n",
"259_s_at 9.1800289 9.7193413 8.3927994 9.4350656\n",
"260_at 8.3596711 8.2713802 8.0440882 8.3626155\n",
"261_s_at 5.9223184 6.9116001 2.5771158 5.5864799\n",
"262_at 8.5207622 7.9894836 8.3892991 8.8315054\n",
"263_g_at 8.3436157 8.4597957 9.1942941 9.9095582\n",
"264_at 5.5863658 5.7584006 4.7420063 5.1070831\n",
"265_s_at 6.0237404 4.3520720 5.6757797 3.3139965\n",
"266_s_at 11.6165446 11.5792211 10.1707581 10.1715186\n",
"267_at 8.5447290 8.7929804 7.9719685 8.4767864\n",
"268_at 3.8271378 4.5108236 4.1336559 4.9588238\n",
"269_at 8.1751684 8.7806189 6.7254747 8.2722346\n",
"270_at 5.5766060 6.2842128 7.0734254 5.2520708\n",
"271_s_at 7.0447957 7.3842901 2.9005780 3.6533371\n",
"272_at 7.9623937 7.3117849 6.5734665 7.3922869\n",
"273_g_at 4.3674653 3.4362552 4.8756005 4.2000229\n",
"274_at 9.5842891 9.8437218 9.3919493 9.7469360\n",
"275_at 9.5192274 8.8369337 7.4855533 8.0436528\n",
"276_at 11.6100742 11.2464706 12.1800710 12.2619999\n",
"277_at 11.6539008 11.9510936 11.2366420 10.9890192\n",
"278_at 6.3887866 4.9992658 6.6160921 5.9388186\n",
"279_at 7.9659750 8.1686398 4.9982750 5.6879538\n",
"280_g_at 8.3130563 8.1359844 7.5490364 6.2834035\n",
"281_s_at 6.3388455 4.5892301 3.7787082 3.3315811\n",
"282_at 6.6522371 6.8896719 7.2550383 6.7185862\n",
"283_at 10.3703180 10.5407062 11.2619403 10.6028163\n",
"284_at 7.1011071 4.8725110 6.3947783 5.1452543\n",
"285_g_at 5.7038668 6.8375606 5.5128552 6.7954759\n",
"286_at 14.5876728 14.9379879 13.2552776 13.2502285\n",
"287_at 8.4182267 8.3710930 5.7338201 7.2950889\n",
"288_s_at 6.8349322 6.1522405 7.2976300 7.3596164\n",
"289_at 8.5781694 8.4628719 7.4768615 7.8503139\n",
"290_s_at 6.4516151 6.9006163 6.1126885 6.3985158\n",
"291_s_at 12.0688155 11.7186887 10.9404786 10.2610878\n",
"292_s_at 8.5825941 8.2831278 7.9507335 8.0211096\n",
"293_at 6.7286887 9.6307878 7.1793777 9.7533404\n",
"294_s_at 9.6900876 10.3303627 9.7011344 10.1533524\n",
"295_s_at 9.8256879 8.7734731 9.0041348 7.2816474\n",
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"303_at 8.2939748 7.2718340 5.5793849 6.0803355\n",
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"305_g_at 7.7204695 7.6050760 6.6017920 5.2136235\n",
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"308_f_at 7.7116905 8.2946446 5.0702607 6.8071277\n",
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"311_s_at 4.2793563 7.0597541 5.9133191 6.5094671\n",
"312_s_at 7.8868935 7.9670661 7.1509599 7.3034039\n",
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"930_at 7.4004462 6.6917953 4.2889635 6.4286234\n",
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"936_s_at 5.9295903 5.0379136 4.3691382 4.6480071\n",
"937_at 5.3701385 6.4737718 5.1513922 6.7835825\n",
" [ reached getOption(\"max.print\") -- omitted 126 rows ]\n"
]
}
],
"source": [
"log2e_mas5<-log2(e_mas5)\n",
"show(log2e_mas5)"
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"image/png": 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cWnPVAJxip2vXr1Sk1NXbNmDX9k7969+/btmzBhAiFk5syZ27Zt8/LywuprJ3b5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\npAAAAABJRU5ErkJggg=="
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"par(mfrow=c(1,2))\n",
"log2d<-density(log2e_mas5)\n",
"plot(log2d)\n",
"boxplot(log2e_mas5)"
]
},
{
"cell_type": "code",
"execution_count": 27,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"setwd(\"~/Autumn2016/Week5/data_wk_5\")"
]
},
{
"cell_type": "code",
"execution_count": 31,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\t- 'affybatch.estrogen'
\n",
"\t- 'd1'
\n",
"\t- 'd2'
\n",
"\t- 'e_mas5'
\n",
"\t- 'e_rma'
\n",
"\t- 'eset_estrogen_puma'
\n",
"\t- 'eset_mas5'
\n",
"\t- 'eset_rma'
\n",
"\t- 'log2d'
\n",
"\t- 'log2e_mas5'
\n",
"
\n"
],
"text/latex": [
"\\begin{enumerate*}\n",
"\\item 'affybatch.estrogen'\n",
"\\item 'd1'\n",
"\\item 'd2'\n",
"\\item 'e\\_mas5'\n",
"\\item 'e\\_rma'\n",
"\\item 'eset\\_estrogen\\_puma'\n",
"\\item 'eset\\_mas5'\n",
"\\item 'eset\\_rma'\n",
"\\item 'log2d'\n",
"\\item 'log2e\\_mas5'\n",
"\\end{enumerate*}\n"
],
"text/markdown": [
"1. 'affybatch.estrogen'\n",
"2. 'd1'\n",
"3. 'd2'\n",
"4. 'e_mas5'\n",
"5. 'e_rma'\n",
"6. 'eset_estrogen_puma'\n",
"7. 'eset_mas5'\n",
"8. 'eset_rma'\n",
"9. 'log2d'\n",
"10. 'log2e_mas5'\n",
"\n",
"\n"
],
"text/plain": [
" [1] \"affybatch.estrogen\" \"d1\" \"d2\" \n",
" [4] \"e_mas5\" \"e_rma\" \"eset_estrogen_puma\"\n",
" [7] \"eset_mas5\" \"eset_rma\" \"log2d\" \n",
"[10] \"log2e_mas5\" "
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"load(\"eset_puma.RDA\")\n",
"ls()"
]
},
{
"cell_type": "code",
"execution_count": 34,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"Loading required package: puma\n",
"Loading required package: oligo\n",
"Loading required package: oligoClasses\n",
"Welcome to oligoClasses version 1.32.0\n",
"\n",
"Attaching package: ‘oligoClasses’\n",
"\n",
"The following object is masked from ‘package:affy’:\n",
"\n",
" list.celfiles\n",
"\n",
"Loading required package: Biostrings\n",
"Loading required package: S4Vectors\n",
"Loading required package: stats4\n",
"Loading required package: IRanges\n",
"Loading required package: XVector\n",
"================================================================================\n",
"Welcome to oligo version 1.34.2\n",
"================================================================================\n",
"\n",
"Attaching package: ‘oligo’\n",
"\n",
"The following objects are masked from ‘package:affy’:\n",
"\n",
" intensity, MAplot, mm, mm<-, mmindex, pm, pm<-, pmindex,\n",
" probeNames, rma\n",
"\n",
"Loading required package: mclust\n",
"Package 'mclust' version 5.2\n",
"Type 'citation(\"mclust\")' for citing this R package in publications.\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"exprReslt (storageMode: lockedEnvironment)\n",
"assayData: 12625 features, 8 samples \n",
" element names: exprs, se.exprs \n",
"protocolData: none\n",
"phenoData\n",
" sampleNames: low10-1.cel low10-2.cel ... high48-2.cel (8 total)\n",
" varLabels: estrogen time.h\n",
" varMetadata: labelDescription\n",
"featureData: none\n",
"experimentData: use 'experimentData(object)'\n",
"Annotation: hgu95av2 \n"
]
}
],
"source": [
"show(eset_estrogen_puma)"
]
},
{
"cell_type": "code",
"execution_count": 40,
"metadata": {
"collapsed": false,
"scrolled": true
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
" low10-1.cel low10-2.cel high10-1.cel\n",
"100_g_at 4.563689e+00 5.054265e+00 4.314734e+00\n",
"1000_at 7.044150e+00 6.747029e+00 6.163359e+00\n",
"1001_at -1.535581e+00 -1.436726e+00 -1.974640e+00\n",
"1002_f_at -1.457155e+00 -9.999348e-01 -1.906275e+00\n",
"1003_s_at -2.024780e+00 -5.052158e-01 -1.332393e-01\n",
"1004_at 7.812120e-02 1.790070e-01 -3.844425e-01\n",
"1005_at 5.382546e+00 5.215069e+00 3.045796e+00\n",
"1006_at 7.844952e-01 5.254908e-01 9.035316e-01\n",
"1007_s_at 8.965714e+00 8.819927e+00 8.327577e+00\n",
"1008_f_at 5.536285e+00 7.341021e+00 7.172282e+00\n",
"1009_at 7.172900e+00 7.261312e+00 7.996227e+00\n",
"101_at -2.501287e+00 -3.058095e+00 -3.398515e+00\n",
"1010_at -7.845173e-01 -5.365246e-01 -6.497412e-01\n",
"1011_s_at 5.362846e+00 4.913804e+00 5.607429e+00\n",
"1012_at 2.415963e+00 7.707501e-01 1.316811e-01\n",
"1013_at 3.140856e+00 3.021359e+00 3.074966e+00\n",
"1014_at 5.125597e+00 5.255018e+00 5.533391e+00\n",
"1015_s_at -3.441039e+00 -2.403559e+00 -3.197937e+00\n",
"1016_s_at -3.273899e-01 -4.597750e-01 4.042160e-01\n",
"1017_at 8.638916e-01 2.310534e-01 6.268399e-01\n",
"1018_at -1.406134e+00 -7.319338e-01 -1.701986e+00\n",
"1019_g_at 1.756831e+00 2.098886e+00 1.793041e+00\n",
"102_at 1.213171e+00 8.016807e-01 6.120656e-01\n",
"1020_s_at 8.119178e+00 8.018109e+00 7.531558e+00\n",
"1021_at 1.207714e+00 1.418424e+00 -1.882822e-01\n",
"1022_f_at -1.275166e+00 -1.229369e+00 -2.143413e+00\n",
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"187_at 1.362110e+00 2.275078e+00 1.135783e+00\n",
"1870_at 1.117531e+00 9.074789e-01 1.465093e+00\n",
"1871_g_at 7.258368e-01 7.257770e-01 1.066572e+00\n",
"1872_at -1.022407e+00 3.896880e-01 1.713578e+00\n",
"1873_at 7.335992e+00 7.332983e+00 6.515282e+00\n",
"1874_at 5.126963e+00 4.393558e+00 5.203640e+00\n",
"1875_f_at 5.119719e+00 4.987975e+00 4.984198e+00\n",
"1876_at 3.125109e+00 2.947503e+00 3.205063e+00\n",
"1877_g_at 5.304475e+00 5.117922e+00 5.314112e+00\n",
"1878_g_at 5.855077e+00 6.028509e+00 5.309917e+00\n",
"1879_at 3.497938e+00 3.682485e+00 2.607940e+00\n",
"188_at 1.223875e+00 1.256833e+00 6.416039e-01\n",
"1880_at 7.305698e-01 -1.202168e+00 -6.710522e-01\n",
"1881_at 3.801769e+00 4.537802e+00 3.697732e+00\n",
"1882_g_at 4.753214e+00 4.577659e+00 3.537790e+00\n",
"1883_s_at 2.805984e-02 -3.292566e-01 -1.663591e+00\n",
"1884_s_at 9.517130e-01 9.024372e-01 7.212278e+00\n",
"1885_at 6.328294e+00 6.163101e+00 6.124063e+00\n",
"1886_at -2.357537e+00 -2.762111e+00 -3.549068e+00\n",
"1887_g_at -2.954247e+00 -2.632420e+00 -2.777990e+00\n",
"1888_s_at -3.801445e+00 -4.334209e+00 -3.806344e+00\n",
"189_s_at -4.179017e-01 8.206845e-02 5.023040e-01\n",
"1890_at 7.867560e+00 7.745102e+00 6.740071e+00\n",
"1891_at 4.533853e-01 -1.988874e+00 -2.112679e+00\n",
"1892_s_at -5.849240e+00 -5.556067e+00 -5.670782e+00\n",
"1893_s_at 4.128390e+00 4.304924e+00 3.694243e+00\n",
"1894_f_at 3.784983e+00 5.639642e+00 5.069590e+00\n",
"1895_at 4.001242e+00 3.322533e+00 2.920316e+00\n",
"1896_s_at -3.393218e+00 -2.708233e+00 -2.859750e+00\n",
"1897_at -1.948176e+00 -2.170217e+00 -1.630424e+00\n",
"1898_at 3.615462e-01 5.565615e-02 5.626407e-01\n",
"1899_s_at -2.678107e+00 -3.302165e+00 -2.680062e+00\n",
"190_at 4.451306e-01 -6.388520e-01 -1.449431e+00\n",
"1900_at 3.241583e-01 -3.151575e-01 1.176986e+00\n",
"1901_s_at 6.102719e+00 6.022493e+00 4.770085e+00\n",
"1902_at 5.571094e+00 5.495905e+00 5.122526e+00\n",
"1903_at 5.489525e+00 5.152620e+00 5.629856e+00\n",
"1904_at 4.412403e+00 4.266857e+00 5.141992e+00\n",
"1905_s_at -4.456320e+00 -4.257138e+00 -3.945058e+00\n",
"1906_at 5.984651e+00 5.746974e+00 6.228762e+00\n",
"1907_at 3.595882e-02 3.960471e-01 2.227170e+00\n",
"1908_at 1.729619e+00 2.565138e+00 2.018042e+00\n",
"1909_at 3.600262e+00 3.357799e+00 5.126753e+00\n",
"191_at -3.181396e+00 -2.766519e+00 -3.615019e+00\n",
"1910_s_at 4.195565e+00 2.914140e+00 4.346225e+00\n",
"1911_s_at 4.504596e+00 4.324497e+00 3.712705e+00\n",
"1912_s_at 2.628487e+00 2.429559e+00 1.392602e+00\n",
"1913_at 6.245458e+00 5.803896e+00 4.038479e+00\n",
"1914_at -7.851322e-01 -6.996198e-01 -6.760263e-01\n",
"1915_s_at 5.309929e+00 5.190452e+00 4.870718e+00\n",
"1916_s_at 4.137450e+00 4.555404e+00 4.062168e+00\n",
"1917_at 5.600214e+00 5.588608e+00 5.791936e+00\n",
"1918_at 2.082076e-01 5.172404e-01 6.589103e-01\n",
"1919_at -7.633439e+00 -7.505899e+00 -7.671243e+00\n",
"192_at 6.909219e+00 6.738144e+00 6.703959e+00\n",
"1920_s_at 5.081503e+00 5.288435e+00 4.781516e+00\n",
"1921_at 1.013160e-01 -4.107383e-01 -1.731315e+00\n",
"1922_g_at 2.016930e-01 1.457709e+00 2.358695e-01\n",
"1923_at 2.365086e+00 2.277194e+00 2.933437e+00\n",
"1924_at 4.855354e+00 4.790841e+00 4.857177e+00\n",
"1925_at 4.898964e+00 4.463416e+00 4.459589e+00\n",
"1926_at 3.076452e+00 3.039643e+00 1.302189e+00\n",
"1927_s_at -3.125676e+00 -3.415973e+00 -3.747138e+00\n",
"1928_s_at 3.892820e+00 3.692102e+00 3.235441e+00\n",
"1929_at 2.264750e-01 1.558126e+00 -1.410479e-01\n",
"193_at 4.384381e+00 4.728779e+00 5.224605e+00\n",
"1930_at 2.837593e+00 2.783199e+00 6.994900e-01\n",
"1931_at -3.004722e+00 -2.286809e+00 -2.847326e+00\n",
"1932_at 3.314136e+00 3.448133e+00 7.281987e-01\n",
"1933_g_at 6.518444e+00 6.430266e+00 5.506798e+00\n",
"1934_s_at -2.146360e+00 -2.515391e+00 -2.402003e+00\n",
"1935_at 3.049061e+00 2.357509e+00 3.002468e+00\n",
"1936_s_at 4.130490e+00 3.897521e+00 5.776540e+00\n",
"1937_at 4.382499e+00 4.616605e+00 4.178102e+00\n",
"1938_at 2.226125e-01 5.201089e-01 -2.449840e-01\n",
"1939_at 4.371119e+00 4.248624e+00 4.426787e+00\n",
"194_at 9.540983e-01 1.615721e-01 -1.817153e+00\n",
"1940_at 4.568079e+00 4.244652e+00 4.378092e+00\n",
"1941_at -3.466220e+00 -4.164805e+00 -4.268902e+00\n",
"1942_s_at 6.903311e+00 6.858482e+00 7.882396e+00\n",
"1943_at 4.335645e+00 3.891030e+00 5.551638e+00\n",
"1944_f_at 2.676126e+00 3.682790e+00 4.738132e+00\n",
"1945_at 5.469762e+00 4.978162e+00 6.106341e+00\n",
"1946_at -3.641158e+00 -3.211852e+00 -4.589614e+00\n",
"1947_g_at -1.720974e+00 -2.060356e-01 -5.815572e-01\n",
"1948_f_at 1.718193e+00 1.237718e+00 2.046127e+00\n",
"1949_at -1.136937e+00 -6.617156e-01 -1.312310e+00\n",
"195_s_at -1.493628e+00 -1.723447e+00 -1.705211e+00\n",
"1950_s_at 4.651945e+00 5.157418e+00 4.146287e+00\n",
"1951_at -3.050247e+00 -3.637885e+00 -4.546489e+00\n",
"1952_s_at 4.381520e+00 4.085850e+00 4.230509e+00\n",
"1953_at 6.314706e+00 6.037408e+00 5.770139e+00\n",
"1954_at 9.970271e-01 1.014390e+00 2.024753e+00\n",
"1955_s_at 3.778316e+00 3.509278e+00 2.070441e+00\n",
"1956_s_at -3.631698e-01 -1.517767e+00 -1.687363e-01\n",
"1957_s_at 8.942051e-01 8.995157e-01 -1.469879e-01\n",
"1958_at -5.014971e+00 -6.853597e+00 -7.225937e+00\n",
"1959_at 6.073344e+00 5.629628e+00 6.143061e+00\n",
"196_s_at -1.048852e+00 -1.057370e+00 -2.954129e-01\n",
"1960_at -2.145411e+00 -1.290046e+00 -3.297787e+00\n",
"1961_f_at -7.302279e+00 -6.061358e+00 -6.319746e+00\n",
"1962_at -1.467514e+00 -2.259830e+00 -2.134537e+00\n",
"1963_at 1.259802e-02 5.316509e-01 -1.250127e-02\n",
"1964_g_at -6.397807e-01 5.104442e-01 -1.164594e-01\n",
"1965_s_at -1.848702e+00 -1.906350e+00 -2.951243e+00\n",
"1966_i_at -4.679533e+00 -4.070188e+00 -5.478123e+00\n",
"1967_f_at 1.672461e+00 2.234075e+00 1.283137e+00\n",
"1968_g_at -1.900078e+00 -6.156043e-01 -1.166647e+00\n",
"1969_s_at 5.168375e+00 4.874530e+00 4.261203e+00\n",
"197_at 6.815586e+00 6.771999e+00 6.721152e+00\n",
"1970_s_at 4.482974e+00 4.155281e+00 2.330287e+00\n",
"1971_g_at 2.853524e+00 1.533487e+00 2.119226e+00\n",
"1972_s_at -7.779391e-01 -1.715528e-01 -2.113292e-01\n",
"1973_s_at 5.223372e+00 5.100333e+00 6.811983e+00\n",
"1974_s_at 4.813967e+00 4.751995e+00 4.562415e+00\n",
"1975_s_at -5.441741e-01 -6.794251e-01 1.227420e-01\n",
"1976_s_at 9.217141e-01 1.663696e+00 1.872957e-01\n",
"1977_s_at -1.970772e+00 -1.638617e+00 -1.570522e+00\n",
"1978_at -2.119023e+00 -1.776707e+00 -1.138696e+00\n",
"1979_s_at 4.889207e+00 4.588669e+00 5.616383e+00\n",
"198_g_at 8.436172e+00 8.450619e+00 8.226003e+00\n",
"1980_s_at 1.072711e+01 1.070505e+01 1.101060e+01\n",
"1981_s_at 3.608446e+00 3.320840e+00 4.319851e+00\n",
"1983_at -9.191242e-01 2.827576e-01 5.958645e-01\n",
"1984_s_at -2.455243e+00 -2.908473e+00 -8.774775e-01\n",
"1985_s_at 8.458926e+00 8.376855e+00 9.780244e+00\n",
"1986_at 4.435275e+00 4.145210e+00 3.595713e+00\n",
"1987_at 4.944051e-01 1.656537e+00 -1.774641e+00\n",
"1988_at -2.296735e+00 3.669777e-01 -3.115638e+00\n",
"1989_at 2.051729e-01 -1.580384e+00 1.675001e+00\n",
"199_s_at 4.709949e+00 4.777146e+00 4.658856e+00\n",
"1990_g_at 9.846965e-01 -3.155877e-01 2.827415e+00\n",
"1991_s_at 2.758072e+00 2.186423e+00 3.088257e+00\n",
"1992_at 1.096568e+00 8.271530e-01 1.103913e+00\n",
"1993_s_at -1.722337e+00 -3.357812e+00 1.229639e+00\n",
"1994_at 3.113664e+00 3.565203e+00 2.693514e+00\n",
"1995_at -3.899018e+00 -3.830563e+00 -3.870029e+00\n",
"1996_s_at 2.231565e+00 2.145075e+00 1.257013e+00\n",
"1997_s_at 5.712124e+00 6.855890e+00 5.690766e+00\n",
"1998_i_at 3.564083e+00 3.917024e+00 4.392870e+00\n",
"1999_s_at 1.580844e+00 2.598024e+00 2.329877e+00\n",
"200_at -9.841858e-01 -2.264956e+00 -2.203306e+00\n",
"2000_at 2.738412e+00 3.915284e+00 3.248829e+00\n",
"2001_g_at -1.152630e+00 9.869848e-03 8.698951e-01\n",
"2002_s_at -1.240279e+00 -4.342484e-01 -1.608231e+00\n",
"2003_s_at 3.384528e+00 3.308489e+00 5.660598e+00\n",
"2004_at 5.696340e+00 5.231989e+00 4.955600e+00\n",
"2005_s_at 2.766312e+00 2.234117e+00 1.995586e+00\n",
"2006_at -6.970834e+00 -6.148067e+00 -6.848794e+00\n",
"2007_g_at -2.542254e+00 -1.276559e+00 -2.512946e+00\n",
"2008_s_at -1.890068e-01 7.483295e-01 7.704524e-01\n",
"2009_at 1.038185e+00 7.313292e-01 -5.804181e-01\n",
"201_s_at 8.917729e+00 8.975775e+00 8.823585e+00\n",
"2010_at 7.378457e+00 7.361886e+00 7.352450e+00\n",
"2011_s_at 3.534165e+00 3.715770e+00 -5.382449e-01\n",
"2012_s_at 4.659976e+00 4.282735e+00 5.500417e+00\n",
"2013_at 9.585058e-01 2.293284e+00 1.106565e+00\n",
"2014_s_at -3.076934e-01 -5.694116e-01 -2.936034e-01\n",
"2015_s_at 2.814034e+00 2.942088e+00 3.348810e+00\n",
"2016_s_at 1.137033e+01 1.150331e+01 1.144532e+01\n",
"2017_s_at 6.395065e+00 6.113654e+00 8.003598e+00\n",
"2018_at -3.299759e+00 -4.319775e+00 -3.688488e+00\n",
"2019_s_at -3.199689e+00 -3.762760e+00 -4.024912e+00\n",
"202_at 3.156455e+00 3.313519e+00 3.764424e+00\n",
"2020_at 7.374539e+00 7.375513e+00 9.255291e+00\n",
"2021_s_at 2.768727e+00 2.669676e+00 2.847663e+00\n",
"2022_at -5.844096e-01 -9.606726e-01 -5.656874e-01\n",
"2023_g_at -2.392476e+00 1.759654e-01 -2.055817e+00\n",
"2024_s_at -3.510102e+00 -3.110455e+00 -3.709383e+00\n",
"2025_s_at 8.013769e+00 7.975460e+00 8.294650e+00\n",
"2026_at -3.003458e+00 -2.584545e+00 -3.498264e+00\n",
"2027_at -1.602567e+00 5.245632e-01 -2.590914e+00\n",
"2028_s_at 3.578524e+00 2.912748e+00 5.395545e+00\n",
"2029_at 1.534683e+00 1.112117e+00 2.675489e+00\n",
"203_at 2.664319e+00 2.291491e+00 5.531340e-01\n",
"2030_at -1.619430e+00 -4.976420e-01 -9.381455e-01\n",
"2031_s_at 7.898250e+00 7.986878e+00 5.270620e+00\n",
"2032_s_at -3.367208e+00 -1.792451e+00 -4.440652e+00\n",
"2033_s_at 2.615230e+00 2.231705e+00 2.389246e+00\n",
"2034_s_at -2.928348e+00 -2.699133e+00 -3.642775e+00\n",
"2035_s_at 1.108065e+01 1.099293e+01 1.045722e+01\n",
"2036_s_at 2.560892e+00 1.310700e+00 5.154314e+00\n",
"2037_s_at 7.953439e+00 7.876754e+00 7.844857e+00\n",
"2038_g_at -4.252425e+00 -3.528518e+00 -1.907787e+00\n",
"2039_s_at 4.273400e-02 -6.538676e-02 -4.062071e-01\n",
"204_at -2.612952e+00 -1.901988e+00 -3.544873e+00\n",
"2040_s_at -5.829301e+00 -5.065966e+00 -5.484670e+00\n",
"2041_i_at 3.212216e+00 3.210262e+00 2.878188e+00\n",
"2042_s_at 1.139717e+00 4.171533e-02 5.937686e+00\n",
"2043_s_at 2.932891e+00 3.376720e+00 2.556977e+00\n",
"2044_s_at 2.792434e+00 2.440451e+00 3.200297e+00\n",
"2045_s_at 8.930034e-01 7.386941e-02 2.886717e+00\n",
"2046_at -2.812095e+00 8.828673e-01 -7.825617e-01\n",
"2047_s_at 8.521634e+00 8.422506e+00 6.847120e+00\n",
"2048_s_at 1.515957e+00 2.290498e+00 2.172718e+00\n",
"2049_s_at 6.218131e+00 6.308115e+00 4.153037e+00\n",
"205_g_at -1.808319e+00 -2.480623e+00 -1.717731e+00\n",
"2050_s_at 7.262159e+00 7.110460e+00 6.962600e+00\n",
"2051_at 5.618079e+00 5.851655e+00 5.873313e+00\n",
"2052_g_at 6.713578e+00 6.701230e+00 6.813518e+00\n",
"2053_at 2.437332e+00 2.401966e+00 2.159516e+00\n",
"2054_g_at -5.245471e+00 -5.369279e+00 -5.221836e+00\n",
"2055_s_at -3.364254e+00 -3.881271e+00 -3.590714e+00\n",
"2056_at 4.370867e+00 4.517790e+00 4.400984e+00\n",
"2057_g_at 3.127069e+00 3.512656e+00 3.199655e+00\n",
"2058_s_at 6.340913e+00 6.032635e+00 6.800412e+00\n",
"2059_s_at 7.759031e-01 3.842855e-01 1.173190e+00\n",
"206_at -2.363707e-01 -2.429248e+00 -2.184029e+00\n",
"2060_at -4.200102e-01 -1.162193e+00 -1.291107e+00\n",
"2061_at -1.048715e+00 -2.649323e+00 -1.804426e+00\n",
"2062_at 2.490285e+00 1.812933e+00 3.937269e-01\n",
"2063_at -2.309914e-02 -7.093344e-01 1.413047e-01\n",
"2064_g_at 2.889112e+00 3.040687e+00 2.695109e+00\n",
"2065_s_at 3.840804e+00 4.791289e+00 4.202387e+00\n",
"2066_at 4.737839e+00 4.712865e+00 4.330723e+00\n",
"2067_f_at 2.634992e+00 4.152408e+00 2.791687e+00\n",
"2068_s_at -3.715277e+00 -3.025141e+00 4.246323e-02\n",
"2069_s_at 7.493249e+00 7.274187e+00 6.793356e+00\n",
"207_at 6.247824e+00 6.416677e+00 7.265393e+00\n",
"2070_i_at -7.898485e-02 -2.712877e-02 2.805918e-01\n",
"2071_s_at -5.137164e-01 -1.264679e+00 -1.125914e+00\n",
"2072_at -2.658271e+00 -3.942182e+00 -3.472483e+00\n",
"2073_s_at -2.819744e+00 -3.994699e+00 -3.637122e+00\n",
"2074_at -3.734346e+00 -4.966382e+00 -5.037025e+00\n",
"2075_s_at 4.794659e+00 4.234427e+00 4.474810e+00\n",
"2076_s_at -3.171274e-01 4.226921e-01 3.819777e-01\n",
"2077_at 1.613914e+00 8.181666e-01 -2.483366e-01\n",
"2078_s_at -3.214860e-01 -7.454728e-01 -1.056868e+00\n",
"2079_s_at 2.728966e+00 2.644415e+00 2.097305e+00\n",
"208_at 8.344191e-01 -2.096122e+00 -2.253961e+00\n",
"2080_s_at 6.582462e-01 1.141371e+00 -2.435951e-02\n",
"2081_s_at 1.096141e+00 1.913984e-01 4.242354e-01\n",
"2082_s_at 6.831793e+00 6.468380e+00 7.020303e+00\n",
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"1971_g_at 1.590573e+00 2.1528604857 2.469085e+00\n",
"1972_s_at 9.063743e-01 0.8819626250 -2.577560e-01\n",
"1973_s_at 6.487031e+00 5.4802886626 5.376356e+00\n",
"1974_s_at 5.144831e+00 3.7562899277 3.583263e+00\n",
"1975_s_at 2.319757e+00 1.6110138456 2.246856e+00\n",
"1976_s_at 1.359447e+00 1.9257846200 2.093937e+00\n",
"1977_s_at -8.440938e-01 -2.7623516535 -2.267881e+00\n",
"1978_at -6.553573e-01 0.5474229574 -7.799293e-01\n",
"1979_s_at 5.113017e+00 4.1484504419 4.062993e+00\n",
"198_g_at 7.630106e+00 6.7880419992 6.901680e+00\n",
"1980_s_at 1.044883e+01 9.1677344447 9.238532e+00\n",
"1981_s_at 4.367230e+00 1.6633342124 1.280893e+00\n",
"1983_at 3.483233e-01 1.4779389469 1.921965e+00\n",
"1984_s_at -1.593454e+00 -1.7090070115 -2.013373e+00\n",
"1985_s_at 9.241427e+00 6.8097781917 6.720088e+00\n",
"1986_at 3.142025e+00 3.2517655873 2.974089e+00\n",
"1987_at 4.861316e-01 0.3403136613 1.060524e+00\n",
"1988_at -1.587319e+00 1.4826115972 3.880623e+00\n",
"1989_at 1.131738e+00 -1.9739537901 -8.943039e-01\n",
"199_s_at 4.423282e+00 2.3587011934 2.448548e+00\n",
"1990_g_at 3.291760e+00 1.4502924780 1.079243e+00\n",
"1991_s_at 3.244274e+00 3.0265637291 3.599669e+00\n",
"1992_at 1.886406e+00 1.3024025333 -2.914234e-01\n",
"1993_s_at 2.820984e+00 -2.6366666428 -2.199219e+00\n",
"1994_at 2.968585e+00 1.8598836889 2.092392e+00\n",
"1995_at -2.573994e+00 -4.1742653398 -1.559550e+00\n",
"1996_s_at 2.389030e+00 0.9705051281 7.663880e-01\n",
"1997_s_at 6.201607e+00 6.1648687682 5.910077e+00\n",
"1998_i_at 3.707839e+00 5.9093272539 6.281978e+00\n",
"1999_s_at 2.304444e+00 1.6224068001 2.617650e+00\n",
"200_at -2.268485e+00 -0.2479347809 -1.556118e+00\n",
"2000_at 3.719810e+00 2.8035479074 2.888199e+00\n",
"2001_g_at -9.613981e-02 -2.2381117209 2.701267e-01\n",
"2002_s_at 8.412560e-01 -0.6368387146 -1.219774e+00\n",
"2003_s_at 5.538855e+00 1.8567345350 2.318619e+00\n",
"2004_at 5.146665e+00 1.7287177673 5.812492e-01\n",
"2005_s_at 2.361797e+00 2.2164305883 2.869972e+00\n",
"2006_at -6.429864e+00 -3.8358130790 -3.790825e+00\n",
"2007_g_at -1.742930e+00 -2.1701260906 -1.508225e+00\n",
"2008_s_at -4.102861e-01 -1.6360606432 -2.111087e+00\n",
"2009_at 5.615558e-01 0.6569898976 1.975597e+00\n",
"201_s_at 8.286193e+00 8.0242400884 8.196977e+00\n",
"2010_at 7.089670e+00 5.5308586790 5.678649e+00\n",
"2011_s_at 1.361595e-01 1.4506587186 8.878572e-01\n",
"2012_s_at 5.304778e+00 3.6928087094 2.902522e+00\n",
"2013_at 6.677740e-01 3.7922484211 3.401870e+00\n",
"2014_s_at -3.854545e-01 -0.3835349355 2.031300e-01\n",
"2015_s_at 2.382545e+00 1.8913968604 5.028254e-01\n",
"2016_s_at 1.079146e+01 10.1732646803 1.025180e+01\n",
"2017_s_at 7.727957e+00 5.3775569315 5.243130e+00\n",
"2018_at -2.342736e+00 -2.8090561410 -2.040903e+00\n",
"2019_s_at -2.467994e+00 0.0610391652 8.303250e-01\n",
"202_at 3.548742e+00 2.6073995390 2.314101e+00\n",
"2020_at 8.689437e+00 6.9493422705 6.950654e+00\n",
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"203_at 1.119148e+00 4.0105598193 3.540947e+00\n",
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"1936_s_at 4.977231e+00 5.246849662\n",
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"1947_g_at 8.807936e-01 0.581815522\n",
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"1952_s_at 1.734885e+00 1.145168787\n",
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"1954_at 2.480519e-02 0.298228643\n",
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"1957_s_at -2.029588e-01 -0.320706435\n",
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"1967_f_at 1.820731e+00 2.765733893\n",
"1968_g_at -1.668547e+00 -1.297090452\n",
"1969_s_at 3.670065e+00 2.544318235\n",
"197_at 5.327663e+00 5.068686516\n",
"1970_s_at 2.771202e+00 3.078916984\n",
"1971_g_at 1.796383e+00 1.799325393\n",
"1972_s_at -6.946520e-02 -1.214373943\n",
"1973_s_at 5.506455e+00 5.691973307\n",
"1974_s_at 2.491332e+00 4.059291659\n",
"1975_s_at 2.238810e+00 2.029474993\n",
"1976_s_at 2.027491e+00 2.176362867\n",
"1977_s_at -3.009476e+00 -2.240835057\n",
"1978_at -6.711539e-01 -0.243943181\n",
"1979_s_at 4.377536e+00 4.339019057\n",
"198_g_at 6.762380e+00 6.458731901\n",
"1980_s_at 9.554218e+00 9.257988309\n",
"1981_s_at 1.594463e+00 2.813340300\n",
"1983_at 1.334053e+00 2.144345999\n",
"1984_s_at -2.777207e+00 -1.901496709\n",
"1985_s_at 8.076705e+00 7.662586432\n",
"1986_at 2.158751e+00 2.001770999\n",
"1987_at 1.058323e+00 0.683850048\n",
"1988_at 6.314104e-01 4.270868301\n",
"1989_at 1.780577e+00 1.049492566\n",
"199_s_at 3.026703e+00 3.232090138\n",
"1990_g_at 3.054750e+00 2.764214677\n",
"1991_s_at 3.441936e+00 3.333066688\n",
"1992_at 1.100341e+00 1.567929131\n",
"1993_s_at 2.776041e+00 2.532632024\n",
"1994_at 1.259353e+00 2.304882369\n",
"1995_at -3.640116e+00 -2.710818497\n",
"1996_s_at 2.710563e+00 1.698610254\n",
"1997_s_at 5.853886e+00 5.957620686\n",
"1998_i_at 5.297309e+00 6.303658010\n",
"1999_s_at 1.971883e+00 2.030076842\n",
"200_at -4.390520e+00 -1.593764387\n",
"2000_at 1.915825e+00 1.982990577\n",
"2001_g_at -2.893956e+00 -0.524489142\n",
"2002_s_at -4.011651e+00 -2.527809260\n",
"2003_s_at 4.392249e+00 3.977764597\n",
"2004_at -1.305249e-01 -2.776888600\n",
"2005_s_at 2.673526e+00 3.455006373\n",
"2006_at -3.232730e+00 -3.376834112\n",
"2007_g_at 1.651425e+00 -1.532845458\n",
"2008_s_at 7.107844e-02 1.413261713\n",
"2009_at -5.144964e-02 0.986052480\n",
"201_s_at 7.218442e+00 7.487620248\n",
"2010_at 5.778990e+00 5.801524183\n",
"2011_s_at -3.633039e+00 -3.112362126\n",
"2012_s_at 4.435887e+00 4.339258078\n",
"2013_at 3.354471e+00 3.341847541\n",
"2014_s_at -5.514642e-01 -2.113260805\n",
"2015_s_at 1.905035e+00 1.101464867\n",
"2016_s_at 9.829622e+00 9.898576681\n",
"2017_s_at 6.750127e+00 6.216596293\n",
"2018_at -2.525629e+00 -2.799402623\n",
"2019_s_at -9.153874e-01 -0.716650178\n",
"202_at 2.737858e+00 2.589504209\n",
"2020_at 8.369284e+00 7.996936133\n",
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"2035_s_at 9.173364e+00 9.027575099\n",
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"870_f_at 6.419955e+00 6.328240094\n",
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"910_at 6.812401e+00 6.918208093\n",
"911_s_at 8.111327e+00 7.752644325\n",
"912_s_at 1.779838e+00 1.204240604\n",
"913_at -1.965343e+00 1.665460919\n",
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"915_at 5.136998e+00 4.825736791\n",
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"918_at 3.595768e+00 4.002955059\n",
"919_at 2.357924e+00 3.560042566\n",
"920_at 1.946023e+00 1.883500811\n",
"921_s_at -2.219777e+00 -2.147782322\n",
"922_at 7.581929e+00 7.386928886\n",
"923_at -1.366949e+00 2.187834314\n",
"924_s_at 4.455768e+00 4.283354929\n",
"925_at 6.905357e+00 6.655240049\n",
"926_at -8.164230e-01 0.492528224\n",
"927_s_at 3.878547e+00 3.844181881\n",
"928_at -2.249253e+00 -1.399594403\n",
"929_at -1.794567e+00 0.709362836\n",
"930_at -2.054262e+00 -0.992004050\n",
"931_at -1.583752e+00 -2.426800797\n",
"932_i_at 5.017734e+00 5.208808783\n",
"933_f_at 4.100688e+00 4.054926405\n",
"934_at 1.396233e+00 2.602929907\n",
"935_at 5.976570e+00 5.700719914\n",
"936_s_at 1.143364e+00 0.293785959\n",
"937_at 6.505608e-01 1.809141560\n",
" [ reached getOption(\"max.print\") -- omitted 126 rows ]\n"
]
}
],
"source": [
"e_mmgmos<-exprs(eset_estrogen_puma)\n",
"show(e_mmgmos)\n"
]
},
{
"cell_type": "code",
"execution_count": 42,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"Warning message in eval(expr, envir, enclos):\n",
"“NaNs produced”"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
" low10-1.cel low10-2.cel high10-1.cel\n",
"100_g_at 2.190200e+00 2.337501273 2.109271e+00\n",
"1000_at 2.816426e+00 2.754252303 2.623717e+00\n",
"1001_at NaN NaN NaN\n",
"1002_f_at NaN NaN NaN\n",
"1003_s_at NaN NaN NaN\n",
"1004_at -3.678142e+00 -2.481912223 NaN\n",
"1005_at 2.428289e+00 2.382686252 1.606819e+00\n",
"1006_at -3.501635e-01 -0.928262554 -1.463531e-01\n",
"1007_s_at 3.164419e+00 3.140766794 3.057897e+00\n",
"1008_f_at 2.468918e+00 2.875980726 2.842432e+00\n",
"1009_at 2.842557e+00 2.860230209 2.999319e+00\n",
"101_at NaN NaN NaN\n",
"1010_at NaN NaN NaN\n",
"1011_s_at 2.422999e+00 2.296840444 2.487340e+00\n",
"1012_at 1.272598e+00 -0.375665013 -2.924880e+00\n",
"1013_at 1.651158e+00 1.595197460 1.620571e+00\n",
"1014_at 2.357720e+00 2.393695812 2.468164e+00\n",
"1015_s_at NaN NaN NaN\n",
"1016_s_at NaN NaN -1.306802e+00\n",
"1017_at -2.110777e-01 -2.113701817 -6.738310e-01\n",
"1018_at NaN NaN NaN\n",
"1019_g_at 8.129754e-01 1.069624105 8.424082e-01\n",
"102_at 2.787830e-01 -0.318900375 -7.082417e-01\n",
"1020_s_at 3.021334e+00 3.003261945 2.912948e+00\n",
"1021_at 2.722783e-01 0.504289295 NaN\n",
"1022_f_at NaN NaN NaN\n",
"1023_at NaN NaN NaN\n",
"1024_at NaN -0.392716686 NaN\n",
"1025_g_at 2.442102e+00 2.442453058 1.914002e+00\n",
"1026_s_at NaN NaN NaN\n",
"1027_at NaN NaN NaN\n",
"1028_at NaN -3.375680828 7.485453e-01\n",
"1029_s_at NaN NaN NaN\n",
"103_at NaN -1.843197437 NaN\n",
"1030_s_at 2.941719e+00 2.902135561 2.907839e+00\n",
"1031_at 2.009680e+00 2.051365771 2.106400e+00\n",
"1032_at 1.249810e+00 0.996268322 5.203905e-02\n",
"1033_g_at NaN NaN NaN\n",
"1034_at 2.633527e+00 2.660435716 2.300107e+00\n",
"1035_g_at 2.546228e+00 2.498132512 1.968328e+00\n",
"1036_at NaN NaN NaN\n",
"1037_at 6.427969e-01 0.595138919 -3.064840e+00\n",
"1038_s_at 2.066956e+00 1.977743765 1.825500e+00\n",
"1039_s_at 2.338084e+00 2.174790496 2.327155e+00\n",
"104_at NaN 1.397183600 1.451480e+00\n",
"1040_s_at 2.752830e-01 0.168690378 6.738886e-01\n",
"1041_at -1.109832e-01 -2.945489729 NaN\n",
"1042_at -1.385474e+00 -0.312939579 NaN\n",
"1043_s_at NaN NaN NaN\n",
"1044_s_at 2.376195e+00 2.345135960 2.164633e+00\n",
"1045_s_at 2.036720e+00 2.027043768 2.057824e+00\n",
"1046_at 2.262166e+00 2.224817557 2.058141e+00\n",
"1047_s_at -9.480247e-02 0.701937551 5.483664e-01\n",
"1048_at 4.003301e-02 0.859239037 -1.098487e+00\n",
"1049_g_at NaN NaN NaN\n",
"105_at NaN NaN NaN\n",
"1050_at NaN NaN NaN\n",
"1051_g_at -2.131644e+00 -2.430523927 NaN\n",
"1052_s_at 2.647063e+00 2.661757664 2.467371e+00\n",
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"1911_s_at 2.171398e+00 2.112532339 1.892471e+00\n",
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"1916_s_at 2.048742e+00 2.187578945 2.022250e+00\n",
"1917_at 2.485482e+00 2.482489062 2.534046e+00\n",
"1918_at -2.263906e+00 -0.951093164 -6.018460e-01\n",
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"192_at 2.788523e+00 2.752351181 2.745013e+00\n",
"1920_s_at 2.345255e+00 2.402840806 2.257468e+00\n",
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"1925_at 2.292477e+00 2.158148257 2.156911e+00\n",
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"1929_at -2.142576e+00 0.639811895 NaN\n",
"193_at 2.132373e+00 2.241467767 2.385322e+00\n",
"1930_at 1.504668e+00 1.476744123 -5.156247e-01\n",
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"1935_at 1.608365e+00 1.237263328 1.586149e+00\n",
"1936_s_at 2.046313e+00 1.962556743 2.530206e+00\n",
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"1938_at -2.167394e+00 -0.943114290 NaN\n",
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"194_at -6.779017e-02 -2.629750423 NaN\n",
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"1943_at 2.116247e+00 1.960152188 2.472913e+00\n",
"1944_f_at 1.420146e+00 1.880799100 2.244319e+00\n",
"1945_at 2.451478e+00 2.315613159 2.610308e+00\n",
"1946_at NaN NaN NaN\n",
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"1948_f_at 7.808922e-01 0.307683170 1.032896e+00\n",
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"1950_s_at 2.217834e+00 2.366649027 2.051820e+00\n",
"1951_at NaN NaN NaN\n",
"1952_s_at 2.131432e+00 2.030636387 2.080831e+00\n",
"1953_at 2.658716e+00 2.593929243 2.528606e+00\n",
"1954_at -4.295369e-03 0.020612988 1.017746e+00\n",
"1955_s_at 1.917744e+00 1.811174117 1.049938e+00\n",
"1956_s_at NaN NaN NaN\n",
"1957_s_at -1.613222e-01 -0.152779571 NaN\n",
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"1959_at 2.602491e+00 2.493039619 2.618958e+00\n",
"196_s_at NaN NaN NaN\n",
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"1963_at -6.310659e+00 -0.911448864 NaN\n",
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"1966_i_at NaN NaN NaN\n",
"1967_f_at 7.419726e-01 1.159677543 3.596748e-01\n",
"1968_g_at NaN NaN NaN\n",
"1969_s_at 2.369711e+00 2.285263249 2.091261e+00\n",
"197_at 2.768838e+00 2.759581814 2.748708e+00\n",
"1970_s_at 2.164456e+00 2.054946193 1.220508e+00\n",
"1971_g_at 1.512745e+00 0.616815635 1.083538e+00\n",
"1972_s_at NaN NaN NaN\n",
"1973_s_at 2.384981e+00 2.350591363 2.768075e+00\n",
"1974_s_at 2.267226e+00 2.248533270 2.189798e+00\n",
"1975_s_at NaN NaN -3.026299e+00\n",
"1976_s_at -1.176087e-01 0.734391486 -2.416610e+00\n",
"1977_s_at NaN NaN NaN\n",
"1978_at NaN NaN NaN\n",
"1979_s_at 2.289601e+00 2.198075885 2.489641e+00\n",
"198_g_at 3.076588e+00 3.079056999 3.040192e+00\n",
"1980_s_at 3.423190e+00 3.420219839 3.460821e+00\n",
"1981_s_at 1.851378e+00 1.731548081 2.110981e+00\n",
"1983_at NaN -1.822362530 -7.469438e-01\n",
"1984_s_at NaN NaN NaN\n",
"1985_s_at 3.080475e+00 3.066408725 3.289871e+00\n",
"1986_at 2.149024e+00 2.051445322 1.846278e+00\n",
"1987_at -1.016235e+00 0.728170610 NaN\n",
"1988_at NaN -1.446235840 NaN\n",
"1989_at -2.285088e+00 NaN 7.441622e-01\n",
"199_s_at 2.235711e+00 2.256149094 2.219976e+00\n",
"1990_g_at -2.224900e-02 NaN 1.499483e+00\n",
"1991_s_at 1.463660e+00 1.128572800 1.626793e+00\n",
"1992_at 1.329956e-01 -0.273773798 1.426266e-01\n",
"1993_s_at NaN NaN 2.982348e-01\n",
"1994_at 1.638613e+00 1.833984259 1.429490e+00\n",
"1995_at NaN NaN NaN\n",
"1996_s_at 1.158056e+00 1.101028401 3.299999e-01\n",
"1997_s_at 2.514027e+00 2.777343889 2.508623e+00\n",
"1998_i_at 1.833531e+00 1.969757876 2.135164e+00\n",
"1999_s_at 6.606954e-01 1.377414533 1.220254e+00\n",
"200_at NaN NaN NaN\n",
"2000_at 1.453340e+00 1.969116897 1.699920e+00\n",
"2001_g_at NaN -6.662756461 -2.010866e-01\n",
"2002_s_at NaN NaN NaN\n",
"2003_s_at 1.758955e+00 1.726172430 2.500955e+00\n",
"2004_at 2.510035e+00 2.387359541 2.309060e+00\n",
"2005_s_at 1.467964e+00 1.159704752 9.968127e-01\n",
"2006_at NaN NaN NaN\n",
"2007_g_at NaN NaN NaN\n",
"2008_s_at NaN -0.418254467 -3.762223e-01\n",
"2009_at 5.406304e-02 -0.451407175 NaN\n",
"201_s_at 3.156676e+00 3.166036556 3.141365e+00\n",
"2010_at 2.883319e+00 2.880075425 2.878225e+00\n",
"2011_s_at 1.821369e+00 1.893661173 NaN\n",
"2012_s_at 2.220322e+00 2.098532249 2.459541e+00\n",
"2013_at -6.114098e-02 1.197415323 1.460888e-01\n",
"2014_s_at NaN NaN NaN\n",
"2015_s_at 1.492640e+00 1.556840349 1.743648e+00\n",
"2016_s_at 3.507202e+00 3.523977756 3.516686e+00\n",
"2017_s_at 2.676959e+00 2.612034791 3.000649e+00\n",
"2018_at NaN NaN NaN\n",
"2019_s_at NaN NaN NaN\n",
"202_at 1.658305e+00 1.728364355 1.912429e+00\n",
"2020_at 2.882553e+00 2.882743334 3.210278e+00\n",
"2021_s_at 1.469223e+00 1.416664859 1.509778e+00\n",
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"2028_s_at 1.839365e+00 1.542380656 2.431769e+00\n",
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"203_at 1.413767e+00 1.196286440 -8.542991e-01\n",
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"2031_s_at 2.981533e+00 2.997631691 2.397973e+00\n",
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"2036_s_at 1.356647e+00 0.390337975 2.365781e+00\n",
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"32028_at 2.195050e+00 2.306447014 2.540345e+00\n",
"32029_at 2.542968e+00 2.584502867 2.511608e+00\n",
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"32032_at 2.343578e+00 2.222418860 2.226745e+00\n",
"32033_at -3.643229e-01 0.881156054 8.994525e-01\n",
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"32035_at 7.813518e-01 0.503913510 8.659258e-01\n",
"32036_i_at 1.561811e+00 1.373424075 1.752273e+00\n",
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"32039_at 2.383173e+00 2.254350175 2.436393e+00\n",
"32040_i_at -4.567214e-01 0.142189371 7.685229e-02\n",
"32041_r_at NaN NaN NaN\n",
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"32043_at 2.110608e+00 1.917909247 2.629699e+00\n",
"32044_at 2.426968e+00 2.299512400 2.432536e+00\n",
"32045_at 1.875704e+00 1.501001019 1.620706e+00\n",
"32046_at 2.652489e+00 2.612422798 2.277259e+00\n",
"32047_at 2.233474e+00 1.996558672 2.403701e+00\n",
"32048_at 1.747943e+00 2.036909262 1.677291e+00\n",
"32049_f_at -1.327534e-01 -0.643578369 4.430706e-01\n",
"32050_r_at -3.539756e-01 NaN -4.361036e-01\n",
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"32052_at NaN NaN NaN\n",
"32053_at 1.116301e+00 0.728000529 6.662146e-01\n",
"32054_at 1.009088e+00 0.614134663 3.209107e-01\n",
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"32058_at -1.746133e+00 -2.895952250 5.105707e-01\n",
"32059_at 1.841815e+00 1.471999244 1.505626e+00\n",
"32060_at 2.081293e+00 2.121886953 2.025168e+00\n",
"32061_at 1.514765e+00 1.192505348 1.505731e+00\n",
"32062_at 2.197892e+00 2.097731531 2.051611e+00\n",
"32063_at 2.317734e+00 2.440798370 2.131487e+00\n",
"32064_at 1.276075e+00 1.546426171 7.180952e-01\n",
"32065_at 1.692614e+00 1.701627594 1.606171e+00\n",
"32066_g_at 1.799104e+00 1.873609515 1.450903e+00\n",
"32067_at 1.919943e+00 1.571005914 1.548118e+00\n",
"32068_at NaN NaN NaN\n",
"32069_at 2.204660e+00 2.056092389 2.109699e+00\n",
"32070_at NaN NaN NaN\n",
"32071_at 1.785528e+00 1.393093368 1.409796e+00\n",
"32072_at -2.984466e-02 -1.161483752 -3.165004e+00\n",
"32073_at 2.275422e+00 2.248470531 1.883454e+00\n",
"32074_at 1.836611e-01 -3.044920400 1.537525e+00\n",
"32075_at 1.203209e+00 -0.259709002 1.670507e+00\n",
"32076_at NaN 0.188485082 -1.341934e-01\n",
"32077_s_at NaN NaN NaN\n",
"32078_at 1.115019e+00 0.715487257 1.754958e+00\n",
"32079_at 1.205831e+00 0.554230314 -7.733545e-01\n",
"32080_at 2.977471e+00 2.951310953 2.883521e+00\n",
"32081_at NaN NaN 7.726919e-01\n",
"32082_at 1.962827e+00 2.063181472 1.743683e+00\n",
"32083_at 2.079535e+00 1.934165287 1.561338e+00\n",
"32084_at 2.462373e+00 2.379329828 2.506633e+00\n",
"32085_at 2.433864e+00 2.314349553 2.279552e+00\n",
"32086_at NaN -0.365785464 -1.108400e+00\n",
"32087_at 1.862289e+00 1.806017200 1.997007e+00\n",
"32088_at -1.215321e+00 NaN NaN\n",
"32089_at NaN NaN NaN\n",
"32090_at NaN NaN NaN\n",
"32091_at 2.462050e+00 2.419393739 2.455086e+00\n",
"32092_at 2.731662e+00 2.708559258 2.698857e+00\n",
"32093_at NaN NaN NaN\n",
"32094_at 7.360554e-01 0.965540442 -5.409886e-01\n",
"32095_at NaN NaN NaN\n",
"32096_at 1.854274e+00 1.737691141 2.181101e+00\n",
"32097_at 1.956459e+00 1.879116988 2.205832e+00\n",
"32098_at NaN NaN NaN\n",
"32099_at 2.210635e+00 2.207411276 2.351699e+00\n",
"321_at NaN NaN NaN\n",
"32100_r_at 1.353614e+00 1.844800229 1.421865e+00\n",
"32101_at NaN NaN NaN\n",
"32102_at -3.911233e-02 0.419639325 1.693933e+00\n",
"32103_at NaN NaN NaN\n",
"32104_i_at 2.223018e+00 2.286941167 1.785358e+00\n",
"32105_f_at 6.200614e-01 -0.421949680 NaN\n",
"32106_at 1.425789e+00 1.328750289 1.535675e+00\n",
"32107_at 9.697844e-01 -0.840087302 7.930237e-01\n",
"32108_at 2.666842e+00 2.571745375 2.745853e+00\n",
"32109_at NaN NaN NaN\n",
"32110_at NaN NaN NaN\n",
"32111_at 2.689122e+00 2.615793261 2.524541e+00\n",
"32112_s_at 2.515029e+00 2.383027835 2.343427e+00\n",
"32113_at 2.183130e+00 2.011706838 1.979163e+00\n",
"32114_s_at 4.315826e-01 0.788521868 7.204390e-01\n",
"32115_r_at -5.416516e-01 -0.069042983 NaN\n",
"32116_at 2.006750e+00 2.151643504 1.832166e+00\n",
"32117_at 2.623368e+00 2.595295284 2.679843e+00\n",
"32118_at -5.485153e-01 0.276413682 -9.978309e-02\n",
"32119_at 9.715977e-01 1.191757004 -3.431526e+00\n",
"32120_at 7.890229e-01 -0.540680480 2.112660e+00\n",
"32121_at NaN NaN NaN\n",
"32122_at 2.019869e+00 2.089771068 1.497694e+00\n",
"32123_at NaN -1.483145714 NaN\n",
"32124_at 2.520493e+00 2.486450800 2.420655e+00\n",
"32125_at 1.920148e+00 2.138585070 2.084825e+00\n",
"32126_at NaN NaN NaN\n",
"32127_at 3.315323e-01 NaN 6.177598e-01\n",
"32128_at 2.886842e-01 -0.948245219 NaN\n",
"32129_at 2.678311e+00 2.610225602 2.635995e+00\n",
"32130_at 2.133833e+00 2.150197957 2.048910e+00\n",
"32131_at -5.541143e-01 NaN 1.265412e-01\n",
"32132_at 1.868885e+00 1.921752744 9.363497e-01\n",
"32133_at 1.888101e+00 1.924848897 1.581576e+00\n",
"32134_at 1.625056e+00 1.508174310 1.449108e+00\n",
"32135_at 2.936702e+00 2.895656578 2.793582e+00\n",
"32136_r_at NaN NaN NaN\n",
"32137_at 2.385123e+00 2.318664377 2.361981e+00\n",
"32138_at 2.571444e+00 2.579613660 2.517568e+00\n",
"32139_at 2.062125e+00 2.016077671 2.000921e+00\n",
"32140_at 2.026078e+00 2.022386886 1.823715e+00\n",
"32141_at 1.390978e+00 1.281780435 1.969558e+00\n",
"32142_at 2.375306e+00 2.373195277 2.283341e+00\n",
"32143_at 2.567320e+00 2.567614462 2.476966e+00\n",
"32144_at 2.342855e+00 2.219210977 1.889605e+00\n",
"32145_at 2.872902e+00 2.852533267 2.751541e+00\n",
"32146_s_at 2.130225e+00 2.119984152 1.909029e+00\n",
"32147_at NaN NaN NaN\n",
"32148_at 3.754600e-01 1.039983220 1.611449e+00\n",
"32149_at NaN NaN 1.212477e+00\n",
"32150_at 2.295289e+00 2.302528563 2.278231e+00\n",
"32151_at 2.668181e+00 2.594196164 2.617392e+00\n",
"32152_at 3.583262e-01 -0.857073034 NaN\n",
"32153_s_at 3.392542e+00 3.387533576 3.364409e+00\n",
"32154_at 2.981963e+00 2.951729327 2.715342e+00\n",
"32155_at -2.907065e-02 0.566791124 NaN\n",
"32156_at 2.536836e+00 2.624599607 2.327797e+00\n",
"32157_at 3.163990e+00 3.188250599 3.207595e+00\n",
"32158_at 1.575177e+00 1.508281858 2.085275e+00\n",
"32159_at 2.043120e+00 2.004860366 2.079074e+00\n",
"32160_at 2.540406e+00 2.429318828 2.409270e+00\n",
"32161_at 8.890854e-01 1.237973540 1.180760e+00\n",
"32162_r_at 1.392907e+00 1.608424481 1.207456e+00\n",
"32163_f_at 2.483527e+00 2.183309983 2.437103e+00\n",
"32164_at 2.500351e+00 2.396135952 1.809265e+00\n",
"32165_at 2.400848e+00 2.388240201 2.605795e+00\n",
"32166_at 2.536892e+00 2.510793065 2.365213e+00\n",
"32167_at 1.751791e+00 1.385812970 1.456278e+00\n",
"32168_s_at NaN NaN NaN\n",
"32169_at 2.629510e+00 2.555626789 2.557968e+00\n",
"32170_g_at 1.212407e+00 0.894881085 9.629887e-01\n",
"32171_at 2.524178e+00 2.479783503 2.534916e+00\n",
"32172_at 2.128109e+00 2.040050918 2.124669e+00\n",
"32173_at 2.638207e+00 2.644878193 2.732453e+00\n",
"32174_at 2.971319e+00 2.960807705 3.258389e+00\n",
"32175_at 2.406859e+00 2.451469275 2.437584e+00\n",
"32176_at NaN 0.431164316 -7.037549e-01\n",
"32177_s_at 1.328351e+00 1.897737265 1.735207e+00\n",
"32178_r_at 1.361665e+00 1.518446792 9.301856e-01\n",
"32179_s_at 1.675195e+00 1.625588631 6.145007e-01\n",
"32180_s_at 2.297133e+00 2.338827586 2.144135e+00\n",
"32181_at 2.076754e+00 2.043647071 2.152942e+00\n",
"32182_at 8.373281e-01 0.405828368 NaN\n",
"32183_at 2.127378e+00 2.034077317 2.228186e+00\n",
"32184_at -7.361756e-01 0.268186624 -2.646489e-01\n",
"32185_at 1.346071e+00 1.160775386 1.217411e+00\n",
"32186_at 2.994772e+00 2.957165701 3.273729e+00\n",
"32187_at 1.152922e+00 1.355128652 1.362102e+00\n",
"32188_at 9.608199e-01 0.548490466 -5.535094e-02\n",
"32189_g_at 8.678032e-02 0.396269093 4.854019e-01\n",
"32190_at NaN NaN NaN\n",
"32191_at -6.441718e-01 0.932076573 -1.531075e+00\n",
"32192_g_at 2.732538e+00 2.719388559 2.627082e+00\n",
"32193_at NaN NaN NaN\n",
"32194_at 2.035116e+00 2.177324876 2.313901e+00\n",
"32195_at 2.122575e+00 2.073627483 2.027303e+00\n",
"32196_at 2.080677e+00 1.939788566 2.146621e+00\n",
"32197_at 2.428982e+00 2.356862590 2.433967e+00\n",
"32198_at 2.822555e+00 2.820267494 2.929271e+00\n",
"32199_at -1.130781e+00 0.041222621 -3.038962e-01\n",
"322_at 2.335389e+00 2.239722898 1.884706e+00\n",
"32200_at -2.743767e+00 0.690671693 NaN\n",
"32201_at 2.395835e+00 2.449108458 2.486204e+00\n",
"32202_at 1.985187e+00 2.072438060 1.887810e+00\n",
"32203_at 2.780005e+00 2.738952163 2.701482e+00\n",
"32204_at NaN NaN NaN\n",
"32205_at 2.245680e+00 2.173767087 2.372516e+00\n",
"32206_at 2.319281e+00 2.262452238 1.949975e+00\n",
"32207_at -1.206715e+00 NaN 3.805727e-01\n",
"32208_at 2.265488e+00 2.207389438 2.013825e+00\n",
"32209_at 2.878039e+00 2.843583689 2.740487e+00\n",
"32210_at 1.963697e+00 1.891656627 2.181560e+00\n",
"32211_at 1.422040e+00 1.797487541 1.946762e+00\n",
"32212_at 2.375976e+00 2.215093331 2.463570e+00\n",
"32213_at 1.526948e+00 1.727533600 2.109315e+00\n",
"32214_at 2.340162e+00 2.254541531 2.281511e+00\n",
"32215_i_at 2.954174e+00 2.878930104 3.002937e+00\n",
"32216_r_at 2.242238e+00 2.032954433 2.407638e+00\n",
"32217_at 2.258092e+00 2.163539864 1.897970e+00\n",
"32218_at 2.654521e+00 2.600409952 2.653796e+00\n",
"32219_at 2.466321e+00 2.360446669 2.401975e+00\n",
"32220_at 2.336678e+00 2.356453614 2.433214e+00\n",
"32221_at 2.575292e+00 2.538122249 2.623695e+00\n",
"32222_at 2.456070e+00 2.400341769 2.579364e+00\n",
"32223_at 2.756238e+00 2.742102574 2.835061e+00\n",
"32224_at NaN NaN 1.510297e+00\n",
"32225_at 1.596297e+00 1.737715432 2.121722e+00\n",
"32226_at 2.706730e+00 2.664809624 2.643632e+00\n",
"32227_at NaN 0.222954156 -1.207997e+00\n",
"32228_at 2.539482e-01 0.858627796 5.698058e-02\n",
"32229_at 2.745539e+00 2.749438245 2.786827e+00\n",
"32230_at 2.789689e+00 2.813103700 2.841258e+00\n",
"32231_at NaN NaN NaN\n",
"32232_at 2.756084e+00 2.734150242 2.733577e+00\n",
"32233_at 1.869003e+00 1.865616445 1.702411e+00\n",
"32234_at 2.572802e+00 2.530420923 2.555623e+00\n",
"32235_at 2.725350e+00 2.752332372 2.717088e+00\n",
"32236_at 2.661599e+00 2.650232319 2.734485e+00\n",
"32237_at 2.414262e+00 2.361686716 2.221452e+00\n",
"32238_at NaN NaN NaN\n",
"32239_at 2.655426e+00 2.539210261 1.946363e+00\n",
"32240_at 2.731972e+00 2.681416897 2.724903e+00\n",
"32241_at 2.893144e+00 2.841719962 2.897784e+00\n",
"32242_at NaN NaN NaN\n",
"32243_g_at 1.061691e+00 0.946726190 NaN\n",
"32244_at 2.031476e+00 1.630793661 1.931595e+00\n",
"32245_at 9.315099e-01 1.001885585 2.108962e+00\n",
"32246_g_at NaN NaN 1.535317e+00\n",
"32247_at 6.158350e-01 -0.444127193 5.976099e-01\n",
"32248_at 1.212585e+00 0.871522876 3.814702e-01\n",
"32249_at NaN NaN NaN\n",
"32250_at NaN NaN NaN\n",
"32251_at 2.779650e+00 2.749600720 2.788626e+00\n",
"32252_at 3.955419e-01 0.788836134 NaN\n",
"32253_at 2.708506e+00 2.709300325 2.571779e+00\n",
"32254_at 2.584771e+00 2.546467136 2.380006e+00\n",
"32255_i_at 1.368862e+00 1.264558807 1.636678e+00\n",
"32256_r_at NaN NaN NaN\n",
"32257_f_at NaN -1.085123284 NaN\n",
"32258_r_at -6.445368e-01 NaN NaN\n",
"32259_at 2.163664e+00 2.202400795 2.117299e+00\n",
"32260_at 2.408137e+00 2.388867050 2.491902e+00\n",
"32261_at 2.245104e+00 2.242629765 2.386141e+00\n",
"32262_at 1.899594e+00 1.832660654 1.888814e+00\n",
"32263_at 1.610668e+00 1.525658381 2.414704e+00\n",
"32264_at NaN NaN NaN\n",
"32265_at -1.003407e+00 0.292116143 8.733069e-01\n",
"32266_at NaN NaN NaN\n",
"32267_at NaN NaN NaN\n",
"32268_at NaN NaN NaN\n",
"32269_at 1.424405e+00 1.643862492 1.438630e+00\n",
"32270_g_at NaN 0.724213600 -2.658433e-01\n",
"32271_at -6.386888e-01 1.408541430 7.048802e-01\n",
"32272_at 2.969017e+00 2.919833719 3.193752e+00\n",
"32273_at -3.572686e-01 -5.249578307 NaN\n",
"32274_r_at -4.432818e+00 -1.239980869 NaN\n",
"32275_at 8.725626e-01 1.452465298 8.420877e-01\n",
"32276_at 3.536941e+00 3.536078358 3.551547e+00\n",
"32277_at NaN NaN NaN\n",
"32278_at NaN NaN NaN\n",
"32279_at -1.276763e+00 NaN -8.499815e-01\n",
"32280_at NaN NaN NaN\n",
"32281_at NaN NaN NaN\n",
"32282_at 1.381288e+00 1.509078369 1.463066e+00\n",
"32283_at NaN NaN NaN\n",
"32284_at 1.014169e-01 0.581606190 -1.532498e+00\n",
"32285_g_at NaN NaN NaN\n",
"32286_at 1.702852e+00 1.450398327 1.000145e+00\n",
"32287_s_at NaN NaN NaN\n",
"32288_r_at 1.043495e+00 1.601534435 1.016730e+00\n",
"32289_at NaN NaN NaN\n",
"32290_at 1.241187e-01 -2.394164507 5.377606e-01\n",
"32291_at NaN NaN NaN\n",
"32292_at NaN NaN NaN\n",
"32293_at -9.310325e-02 -2.543856567 NaN\n",
"32294_g_at NaN NaN NaN\n",
"32295_at NaN NaN NaN\n",
"32296_at NaN NaN NaN\n",
"32297_s_at NaN NaN NaN\n",
"32298_at NaN NaN NaN\n",
"32299_at 1.424063e+00 0.815430823 7.653781e-01\n",
"323_at NaN NaN -1.837281e+00\n",
"32300_s_at -1.946284e+00 -0.482565486 5.216836e-01\n",
"32301_at -1.922846e-01 NaN NaN\n",
"32302_g_at NaN NaN NaN\n",
"32303_at NaN NaN NaN\n",
"32304_at 1.057141e+00 1.013587857 9.188820e-01\n",
"32305_at NaN NaN NaN\n",
"32306_g_at NaN NaN NaN\n",
"32307_s_at NaN NaN NaN\n",
"32308_r_at NaN NaN NaN\n",
"32309_at -1.884710e+00 0.524402537 NaN\n",
"32310_f_at 2.507871e+00 2.428021988 2.501630e+00\n",
"32311_r_at -7.606234e-01 0.011430125 3.128423e-01\n",
"32312_at NaN NaN NaN\n",
"32313_at NaN NaN NaN\n",
"32314_g_at NaN NaN NaN\n",
"32315_at 3.353128e+00 3.341107312 3.381378e+00\n",
"32316_s_at 3.152794e+00 3.128406484 3.222920e+00\n",
"32317_s_at 2.180259e+00 2.187404258 2.327191e+00\n",
"32318_s_at 3.372541e+00 3.362546839 3.365668e+00\n",
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"33621_at -1.025520e+00 -0.814793456 -1.572797e+00\n",
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"33648_at 9.641438e-01 1.134386921 9.574667e-01\n",
"33649_at -1.405343e+00 0.418739049 NaN\n",
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"33677_at 3.324238e+00 3.311003737 3.343111e+00\n",
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"33682_at 1.036277e+00 0.545272472 3.158488e-01\n",
"33683_at 2.846443e+00 2.800772652 2.725467e+00\n",
"33684_at 2.138508e+00 2.175346573 1.682761e+00\n",
"33685_at 1.569113e+00 1.915045406 1.661321e+00\n",
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"33687_at 2.017111e-01 NaN 7.651735e-01\n",
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"33689_s_at 2.495493e+00 2.520476436 2.512298e+00\n",
"33690_at 2.544226e-01 0.941954734 1.563909e-01\n",
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"33694_at 1.096794e+00 1.361834419 -2.662247e+00\n",
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"33705_at 1.308051e+00 0.535539713 7.031534e-01\n",
"33706_at 2.804402e+00 2.751397110 2.791500e+00\n",
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"33708_at 9.195342e-01 1.704613343 1.128812e+00\n",
"33709_at -2.558032e-01 -1.978056070 -9.503030e-01\n",
"33710_at 1.402183e+00 0.498083531 5.099369e-01\n",
"33711_at NaN NaN NaN\n",
"33712_at 1.711935e+00 1.456674510 1.348867e+00\n",
"33713_at 2.148308e+00 2.365557565 2.398238e+00\n",
"33714_at 1.936982e+00 1.870168806 1.984262e+00\n",
"33715_r_at NaN 1.046239560 -4.823911e-02\n",
"33716_at 2.684718e+00 2.648803404 2.645245e+00\n",
"33717_at NaN NaN NaN\n",
"33718_at 6.908953e-01 0.732407482 3.803690e-01\n",
"33719_at 7.121574e-01 1.623282217 4.910434e-01\n",
"33720_at 1.702117e+00 1.283473993 2.017615e+00\n",
"33721_at NaN NaN NaN\n",
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"33723_at -2.248938e+00 -0.498346192 NaN\n",
"33724_at NaN NaN 1.239393e+00\n",
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"33726_at 1.665253e+00 1.397456105 2.150512e+00\n",
"33727_r_at -2.387268e+00 -0.001990495 -3.411064e+00\n",
"33728_at 1.660788e+00 0.580479524 1.005566e+00\n",
"33729_at -1.568111e+00 0.120644466 8.615790e-01\n",
"33730_at 2.151810e+00 2.192646616 1.298767e+00\n",
"33731_at NaN NaN NaN\n",
"33732_at 1.080172e+00 1.494918796 1.163249e+00\n",
"33733_at 1.928994e+00 1.555329900 1.512727e+00\n",
"33734_at 1.252087e+00 0.949164723 1.223418e+00\n",
"33735_at NaN NaN NaN\n",
"33736_at 1.483286e+00 1.570911330 1.745030e+00\n",
"33737_f_at 2.438903e+00 2.448338834 2.394801e+00\n",
"33738_r_at -7.900446e-01 1.536656241 1.290427e+00\n",
"33739_at -1.278601e+00 -0.244584035 NaN\n",
"33740_at 2.434609e+00 2.450418611 2.408671e+00\n",
"33741_at 2.356931e+00 2.337115748 2.256785e+00\n",
"33742_f_at -3.592270e-01 NaN NaN\n",
"33743_at NaN NaN NaN\n",
"33744_at 1.325839e+00 1.080158861 2.177552e+00\n",
"33745_at NaN NaN NaN\n",
"33746_at 2.435888e+00 2.309470470 2.425853e+00\n",
"33747_s_at NaN NaN NaN\n",
"33748_at -6.033677e-01 -0.002928953 NaN\n",
"33749_at 1.656011e+00 1.763903092 1.899163e+00\n",
"33750_at 1.876637e+00 1.886605953 1.431583e+00\n",
"33751_at 1.340079e+00 0.785133971 1.388050e+00\n",
"33752_at 2.255538e+00 2.249923486 2.456948e+00\n",
"33753_at 2.636005e+00 2.579639422 2.609524e+00\n",
"33754_at 9.447487e-01 1.330302408 1.200339e+00\n",
"33755_at NaN -1.285056913 NaN\n",
"33756_at -2.822706e+00 0.044763324 -1.718751e+00\n",
"33757_f_at 1.828079e+00 1.451446422 1.205671e+00\n",
"33758_f_at 1.858811e+00 1.694252056 1.418100e+00\n",
"33759_at -2.382593e+00 -2.619040914 NaN\n",
"33760_at 1.763213e+00 1.530277345 1.824590e+00\n",
"33761_s_at 2.418727e+00 2.352723731 2.314413e+00\n",
"33762_r_at 8.218862e-01 0.794198932 -3.768382e-01\n",
"33763_at -1.533065e+00 0.593544001 NaN\n",
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"33765_at 2.381066e-01 NaN NaN\n",
"33766_at 1.897343e+00 1.743046789 -1.964762e-02\n",
"33767_at NaN NaN NaN\n",
"33768_at 2.423318e+00 2.298271869 2.290560e+00\n",
"33769_at 6.912123e-01 0.947290413 1.425632e+00\n",
"33770_at 2.619500e+00 2.634380539 2.647191e+00\n",
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"33773_at -9.959496e-01 NaN -7.112286e-01\n",
"33774_at -1.102095e+00 1.245785796 1.712084e+00\n",
"33775_s_at -1.939709e+00 NaN -1.018039e+00\n",
"33776_at 1.383868e+00 1.049023755 1.484305e+00\n",
"33777_at NaN NaN NaN\n",
"33778_at 2.346891e+00 2.333308298 2.074687e+00\n",
"33779_at 2.067963e+00 2.134710477 2.172069e+00\n",
"33780_at NaN -0.048065894 -7.468857e-02\n",
"33781_s_at 2.811922e+00 2.768834281 2.902929e+00\n",
"33782_r_at 1.984951e+00 2.366485818 2.607588e+00\n",
"33783_at 1.872131e+00 1.772033944 9.032352e-01\n",
"33784_at 1.492261e+00 1.550460256 2.144446e+00\n",
"33785_at NaN NaN NaN\n",
"33786_r_at NaN NaN NaN\n",
"33787_at 2.551136e+00 2.431731116 1.513035e+00\n",
"33788_at 1.416965e+00 -0.024053785 6.007864e-01\n",
"33789_at NaN 1.263729292 5.407479e-01\n",
"33790_at NaN NaN NaN\n",
"33791_at 1.380385e+00 0.759730813 1.846155e+00\n",
"33792_at 7.796071e-01 -0.311851225 NaN\n",
"33793_at NaN NaN NaN\n",
"33794_g_at 1.549556e+00 1.736816946 1.478815e+00\n",
"33795_at 1.099536e+00 1.234722689 1.013153e+00\n",
"33796_at 2.632435e+00 2.585148167 2.392828e+00\n",
"33797_at 1.968622e+00 2.078716372 2.220087e+00\n",
"33798_at NaN NaN NaN\n",
"33799_at 2.314451e+00 2.189810099 2.746183e+00\n",
"338_at 4.707917e-01 0.832221440 7.928282e-01\n",
"33800_at 2.211458e+00 2.028900755 2.539902e+00\n",
"33801_at -2.315057e+00 0.298092502 NaN\n",
"33802_at 1.808465e+00 1.982420657 9.109168e-01\n",
"33803_at NaN NaN NaN\n",
"33804_at -3.278382e-01 NaN -6.942722e-01\n",
"33805_at 2.236537e+00 2.260805338 2.258384e+00\n",
"33806_at 2.193042e+00 2.206594432 2.140074e+00\n",
"33807_at 1.510214e+00 1.353086061 6.778570e-01\n",
"33808_at 2.194460e+00 2.074075449 1.593976e+00\n",
"33809_at -1.677515e+00 0.130802381 -1.219342e+00\n",
"33810_at 2.511781e+00 2.380117413 2.425042e+00\n",
"33811_at -1.295100e-01 -0.968225979 NaN\n",
"33812_at 1.460448e+00 1.024488946 1.310558e+00\n",
"33813_at 3.286948e-01 0.576321966 -2.660422e-01\n",
"33814_at 2.678931e+00 2.661417817 2.688641e+00\n",
"33815_at 2.305290e+00 2.345667919 2.621991e+00\n",
"33816_at 1.494561e+00 1.318606454 1.548680e+00\n",
"33817_at 1.953219e+00 2.052549612 2.128971e+00\n",
"33818_at 2.655060e+00 2.688057950 2.704503e+00\n",
"33819_at NaN NaN NaN\n",
"33820_g_at 3.191681e+00 3.171604816 3.311514e+00\n",
"33821_at 2.591707e+00 2.480737000 2.917277e+00\n",
"33822_at 2.951959e+00 2.947454309 2.774262e+00\n",
"33823_at 2.487104e+00 2.455075128 2.251993e+00\n",
"33824_at 3.465241e+00 3.479291611 3.470104e+00\n",
"33825_at NaN -0.057720419 1.854421e+00\n",
"33826_at 2.731430e+00 2.695386183 2.688487e+00\n",
"33827_at 9.759616e-01 0.840816085 2.087318e-01\n",
"33828_at 2.480617e+00 2.422687780 2.376570e+00\n",
"33829_at -9.118574e-01 0.500223573 NaN\n",
"33830_at 2.566728e+00 2.518129378 2.394234e+00\n",
"33831_at 2.079455e+00 1.868746819 1.894038e+00\n",
"33832_at NaN NaN NaN\n",
"33833_at 2.733561e+00 2.651365631 2.505350e+00\n",
"33834_at NaN NaN 2.441560e+00\n",
"33835_at 2.519460e+00 2.412984657 2.428408e+00\n",
"33836_at 1.699007e+00 1.761861179 1.851030e+00\n",
"33837_at 1.793607e+00 1.606894757 1.610027e+00\n",
"33838_at 2.782748e+00 2.772192929 2.725520e+00\n",
"33839_at 1.994993e+00 1.965108618 1.424514e+00\n",
"33840_at 8.141909e-01 1.346605881 9.155798e-01\n",
"33841_at 1.773808e+00 2.009431991 1.241441e+00\n",
"33842_at 5.569312e-01 0.495328016 -1.577794e-02\n",
"33843_g_at NaN 0.038664602 NaN\n",
"33844_at 2.408740e+00 2.332892441 2.496468e+00\n",
"33845_at 3.002511e+00 2.997010591 3.055663e+00\n",
"33846_at -1.482030e+00 1.055953384 NaN\n",
"33847_s_at 2.300366e+00 2.241297992 2.272384e+00\n",
"33848_r_at 1.748344e+00 1.526022688 1.621336e+00\n",
"33849_at 2.004286e+00 1.801383412 1.704593e+00\n",
"33850_at 2.275827e+00 2.088088521 2.062979e+00\n",
"33851_at NaN NaN NaN\n",
"33852_at 2.170681e+00 2.137409123 2.106799e+00\n",
"33853_s_at NaN NaN NaN\n",
"33854_at 2.307659e+00 2.286031048 2.033479e+00\n",
"33855_at 2.949459e+00 2.919146417 2.913146e+00\n",
"33856_at 2.992471e+00 2.965039552 2.921260e+00\n",
"33857_at 1.233494e+00 1.419121186 1.139530e+00\n",
"33858_at NaN NaN NaN\n",
"33859_at 2.855929e+00 2.837874245 2.869001e+00\n",
"33860_at 2.735025e+00 2.636047385 2.570577e+00\n",
"33861_at 2.469734e+00 2.545773987 2.443921e+00\n",
"33862_at 2.666382e+00 2.678609686 2.667460e+00\n",
"33863_at 2.899670e+00 2.825466651 2.938029e+00\n",
"33864_at 2.284181e+00 2.199995232 2.265260e+00\n",
"33865_at 2.840441e+00 2.820131862 2.873555e+00\n",
"33866_at 2.881931e+00 2.798562396 2.605306e+00\n",
"33867_s_at 2.347955e+00 2.338460802 2.118332e+00\n",
"33868_at 2.254486e+00 2.164291319 2.109669e+00\n",
"33869_at 2.585765e-01 -1.698957203 4.031773e-01\n",
"33870_at 2.374732e+00 2.184747443 2.187655e+00\n",
"33871_s_at NaN NaN NaN\n",
"33872_at -6.694103e-01 0.190968545 -8.565358e+00\n",
"33873_at 2.823112e+00 2.832898027 2.749095e+00\n",
"33874_at NaN NaN NaN\n",
"33875_at 3.033566e+00 2.972098547 2.949403e+00\n",
"33876_at 2.272899e+00 2.132227479 2.242002e+00\n",
"33877_s_at 2.892327e+00 2.809787021 2.905074e+00\n",
"33878_at 2.810935e+00 2.738677852 2.304540e+00\n",
"33879_at 2.308229e+00 2.286270228 2.535187e+00\n",
"33880_at 1.880353e+00 1.658673077 1.521415e+00\n",
"33881_at 2.458196e+00 2.404766467 2.151419e+00\n",
"33882_at NaN NaN NaN\n",
"33883_at NaN NaN NaN\n",
"33884_s_at 2.189421e+00 2.173578383 2.366203e+00\n",
"33885_at 2.483715e+00 2.416283688 2.454523e+00\n",
"33886_at 1.794284e+00 1.878874382 1.764184e+00\n",
"33887_at 2.757591e+00 2.755932492 2.737005e+00\n",
"33888_at 2.133006e+00 1.954373963 1.807134e+00\n",
"33889_s_at 2.566622e+00 2.530759542 2.478135e+00\n",
"33890_at NaN NaN -3.784737e+00\n",
"33891_at 2.647183e+00 2.583877388 2.654500e+00\n",
"33892_at 1.543916e+00 1.317610776 -7.217450e+00\n",
"33893_r_at NaN NaN NaN\n",
"33894_at -2.515664e-01 1.043553275 1.141615e+00\n",
"33895_at 2.379818e+00 2.326170059 2.333993e+00\n",
"33896_at 1.041750e+00 -0.909408458 -1.276859e+00\n",
"33897_at 8.657001e-01 0.428210276 8.167166e-01\n",
"33898_at 2.497589e+00 2.598289126 2.493777e+00\n",
"33899_at 2.457223e+00 2.328722059 2.458805e+00\n",
"339_at -1.818576e+00 -0.753802924 6.015377e-01\n",
"33900_at 2.269854e+00 2.269295997 2.140919e+00\n",
"33901_at 1.780281e+00 1.943045462 2.769550e+00\n",
"33902_at NaN NaN NaN\n",
"33903_at 2.573385e+00 2.568495378 2.397823e+00\n",
"33904_at 3.104487e+00 3.084591807 3.021812e+00\n",
"33905_at 2.483406e+00 2.443944216 2.342365e+00\n",
"33906_at 2.677540e+00 2.676331138 2.726468e+00\n",
"33907_at 1.783641e+00 1.753820843 2.025057e+00\n",
"33908_at 2.941678e+00 2.919103434 2.853695e+00\n",
"33909_at 2.866527e+00 2.874150859 2.917132e+00\n",
"33910_at NaN NaN NaN\n",
"33911_at NaN NaN NaN\n",
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"34660_at -1.854489e-01 1.083815220 NaN\n",
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"34710_r_at 5.900049e-01 0.111983474 NaN\n",
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"34724_at 2.532620e+00 2.311056622 2.037199e+00\n",
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"34733_at 2.564852e+00 2.542524721 2.454467e+00\n",
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"34743_at 2.750510e+00 2.742170174 2.790621e+00\n",
"34744_at NaN -1.221432918 9.708390e-01\n",
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"34772_at 2.058827e-01 0.610222038 NaN\n",
"34773_at 2.802699e+00 2.764428643 2.876318e+00\n",
"34774_at 2.743164e+00 2.684673214 2.583749e+00\n",
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"34779_at 1.836926e+00 2.101283384 1.780006e+00\n",
"34780_at 2.950841e+00 2.940505258 2.748785e+00\n",
"34781_at 1.901196e+00 1.818981800 1.904066e+00\n",
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"34785_at 2.598391e+00 2.553538533 2.759694e+00\n",
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"34792_at 2.625091e+00 2.609252280 2.591253e+00\n",
"34793_s_at NaN NaN NaN\n",
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"34799_at 1.216670e+00 1.709413072 1.442245e+00\n",
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"34803_at 2.148111e+00 2.215071137 2.376325e+00\n",
"34804_at 2.207935e+00 2.283429144 2.241542e+00\n",
"34805_at -1.323909e+00 -1.414026033 1.134714e+00\n",
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"34808_at 1.109726e+00 1.100241656 1.278898e+00\n",
"34809_at 8.205409e-01 0.013399949 -3.894081e-01\n",
"34810_at 2.438611e+00 2.497674004 2.457021e+00\n",
"34811_at 2.770991e+00 2.742207697 2.917093e+00\n",
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"34814_at 2.694367e+00 2.661446524 2.780952e+00\n",
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"34817_s_at 2.652908e+00 2.601376182 2.637439e+00\n",
"34818_at NaN NaN NaN\n",
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"34820_at NaN NaN NaN\n",
"34821_at 2.054925e+00 2.044080477 1.734326e+00\n",
"34822_at 1.562486e+00 1.540814392 1.385021e+00\n",
"34823_at -3.800084e+00 NaN NaN\n",
"34824_at 1.972469e+00 1.725043716 2.027090e+00\n",
"34825_at 2.434025e+00 2.420853874 2.440507e+00\n",
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"34830_at 2.383411e+00 2.263543885 2.549426e+00\n",
"34831_at NaN NaN NaN\n",
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"34834_at NaN NaN -1.979346e+00\n",
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"34836_at 2.615878e+00 2.600736347 2.526421e+00\n",
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"34838_at NaN NaN NaN\n",
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"34840_at 2.344095e+00 2.192587135 2.310123e+00\n",
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"34842_at NaN NaN NaN\n",
"34843_at 3.194234e-01 -0.025543887 8.234839e-01\n",
"34844_at NaN -2.548684218 -5.353472e-01\n",
"34845_at 2.333506e+00 2.362865314 2.401070e+00\n",
"34846_at 1.920307e+00 2.113704506 1.925644e+00\n",
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"34849_at 2.847299e+00 2.855798593 2.933939e+00\n",
"34850_at 2.313259e+00 2.300186464 2.333273e+00\n",
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"34855_at 2.343687e+00 2.284818079 2.320559e+00\n",
"34856_at 8.558513e-01 0.434011533 6.688750e-01\n",
"34857_at 1.878349e+00 1.628406903 2.249854e+00\n",
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"34864_at 2.890537e+00 2.857431021 2.830075e+00\n",
"34865_at 2.018919e+00 2.264518370 2.542121e+00\n",
"34866_at 2.276490e+00 2.161516559 2.513965e+00\n",
"34867_at -5.594665e-01 -0.480000603 NaN\n",
"34868_at 2.210163e+00 2.225059086 2.111817e+00\n",
"34869_at NaN NaN NaN\n",
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"34871_at 1.221846e+00 2.009812393 1.022058e+00\n",
"34872_at NaN 0.233269048 -2.327405e+00\n",
"34873_at 2.522220e+00 2.474680784 2.294858e+00\n",
"34874_at 2.339596e+00 2.302188335 1.989327e+00\n",
"34875_r_at 8.646886e-01 0.289562989 -2.515671e-01\n",
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"34877_at 2.842692e+00 2.812260613 2.876022e+00\n",
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"34879_at 2.639702e+00 2.602703555 2.654004e+00\n",
"34880_at 2.711424e+00 2.673410039 2.585610e+00\n",
"34881_at NaN NaN NaN\n",
"34882_at 6.820290e-01 0.375166095 2.214975e+00\n",
"34883_at 2.037990e+00 1.604771582 1.077548e+00\n",
"34884_at NaN NaN NaN\n",
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"35563_at 4.121763e-02 -0.979646300 NaN\n",
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"35576_f_at 2.824938e+00 2.793872936 2.718804e+00\n",
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"35585_at -6.795776e-01 -1.139216076 NaN\n",
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"35597_at 1.428233e+00 1.816221242 NaN\n",
"35598_at 2.490263e+00 2.486072930 2.134295e+00\n",
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"356_at 2.061088e+00 2.254973177 2.618644e+00\n",
"35600_at -2.690847e-01 -1.688676703 9.183364e-01\n",
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"35602_at 9.678946e-01 0.057430271 -2.509714e+00\n",
"35603_at 1.244729e+00 1.154020828 1.118651e+00\n",
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"35609_at -2.037502e+00 -0.811928140 NaN\n",
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"35614_at 2.752441e+00 2.692448044 2.781208e+00\n",
"35615_at 2.580469e+00 2.488339563 2.792371e+00\n",
"35616_at -1.822800e+00 0.032386027 6.074655e-01\n",
"35617_at 1.807767e+00 1.606459172 1.943129e+00\n",
"35618_at 2.619567e+00 2.438242531 2.533846e+00\n",
"35619_at -1.300565e+00 0.099849250 -4.637767e+00\n",
"35620_at 2.515675e+00 2.475759126 2.720774e+00\n",
"35621_at 2.314040e+00 2.225175515 2.551637e+00\n",
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"35623_at 1.708030e-01 0.003805140 -3.695586e+00\n",
"35624_at NaN NaN NaN\n",
"35625_at 1.621049e+00 1.344379429 1.529018e+00\n",
"35626_at 2.745447e+00 2.701221655 2.631229e+00\n",
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"35628_at 3.054144e+00 3.044568802 3.047161e+00\n",
"35629_at 2.124415e+00 2.039359461 1.614182e+00\n",
"35630_at 3.157321e+00 3.152193076 3.121128e+00\n",
"35631_at 2.766451e+00 2.738397648 2.875032e+00\n",
"35632_at 2.102300e+00 1.738989242 1.590580e+00\n",
"35633_at -5.301847e-01 -1.269423472 NaN\n",
"35634_at -1.728682e+00 -1.271339535 NaN\n",
"35635_at 1.864714e+00 1.795523567 1.685906e+00\n",
"35636_at NaN NaN NaN\n",
"35637_at 1.222481e-01 NaN -3.676385e+00\n",
"35638_at 1.223400e+00 -0.578714926 -8.606396e-02\n",
"35639_at NaN NaN NaN\n",
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"35641_g_at -2.884718e+00 NaN NaN\n",
"35642_at 2.062042e+00 1.945430493 2.157158e+00\n",
"35643_at 2.204962e+00 2.217641370 2.337332e+00\n",
"35644_at NaN -0.961209335 NaN\n",
"35645_at 1.333158e+00 1.589076365 1.062284e+00\n",
"35646_at 2.794976e+00 2.792891618 2.740949e+00\n",
"35647_at 9.499873e-01 0.865732260 3.261338e-02\n",
"35648_at 1.947407e+00 1.781969874 1.575002e+00\n",
"35649_at NaN NaN NaN\n",
"35650_at 6.906229e-01 -0.655636638 NaN\n",
"35651_at 1.272721e+00 1.408651465 1.454036e+00\n",
"35652_g_at 1.031694e+00 1.265173862 1.675313e+00\n",
"35653_at 2.565299e+00 2.601209940 2.704428e+00\n",
"35654_at NaN NaN NaN\n",
"35655_at NaN -0.684788062 5.204250e-02\n",
"35656_at 2.463628e+00 2.253043309 2.430939e+00\n",
"35657_at 2.226081e+00 2.274132810 2.454226e+00\n",
"35658_at -1.324311e+00 NaN NaN\n",
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"35662_at 1.445734e+00 1.107283042 1.869967e+00\n",
"35663_at NaN NaN NaN\n",
"35664_at NaN NaN NaN\n",
"35665_at 1.568989e+00 1.512296755 8.969238e-01\n",
"35666_at 2.687631e+00 2.620554696 2.552839e+00\n",
"35667_at NaN NaN NaN\n",
"35668_at 1.595215e+00 1.656299888 2.639693e+00\n",
"35669_at 2.344929e+00 2.291109987 2.165397e+00\n",
"35670_at NaN NaN NaN\n",
"35671_at 2.783419e+00 2.730528729 2.638826e+00\n",
"35672_at 1.323990e+00 1.470477420 1.401843e+00\n",
"35673_at 2.088128e+00 2.099151274 2.022071e+00\n",
"35674_at -8.365772e-01 0.197857180 2.323948e-01\n",
"35675_at 1.671802e+00 1.790653762 1.588889e+00\n",
"35676_at NaN -8.123802777 NaN\n",
"35677_at 1.919141e+00 1.835745510 1.874083e+00\n",
"35678_at NaN NaN NaN\n",
"35679_s_at -1.208927e+00 -1.594429264 9.308057e-01\n",
"35680_r_at NaN -4.414383484 NaN\n",
"35681_r_at NaN NaN NaN\n",
"35682_at 1.497342e+00 1.424081471 1.675305e+00\n",
"35683_at 1.851182e+00 1.894944814 1.983495e+00\n",
"35684_at 1.875330e+00 1.786471378 1.757633e+00\n",
"35685_at 2.559312e+00 2.592974718 2.566340e+00\n",
"35686_s_at 2.146275e+00 2.102149365 2.316784e+00\n",
"35687_at 9.306873e-01 0.988054738 1.238048e+00\n",
"35688_g_at 2.483843e+00 2.474796146 2.713315e+00\n",
"35689_at NaN NaN NaN\n",
"35690_s_at 4.433589e-01 1.269449044 9.478411e-01\n",
"35691_r_at NaN NaN NaN\n",
"35692_at NaN NaN NaN\n",
"35693_at 2.984448e+00 2.936809652 2.849099e+00\n",
"35694_at 2.037691e+00 1.893883024 1.863095e+00\n",
"35695_at NaN 0.418639311 NaN\n",
"35696_s_at NaN -0.071918666 -1.176871e+00\n",
"35697_at 2.337066e+00 2.200367972 2.198020e+00\n",
"35698_at NaN -1.570312044 NaN\n",
"35699_at 1.073605e+00 0.898577890 2.253741e+00\n",
"357_at 2.253637e+00 2.203164761 1.781466e+00\n",
"35700_at NaN NaN NaN\n",
"35701_at 1.929703e+00 1.961055601 2.108637e+00\n",
"35702_at -3.477245e+00 NaN NaN\n",
"35703_at 2.023716e+00 2.215228083 1.826103e+00\n",
"35704_at 1.997768e+00 1.667605934 2.335175e+00\n",
"35705_at 2.345542e+00 2.272915077 2.027754e+00\n",
"35706_at NaN -4.423932495 NaN\n",
"35707_at -1.758038e+00 -0.440460461 2.444001e+00\n",
"35708_at NaN -3.669702863 6.291803e-01\n",
"35709_at 5.998681e-01 0.392933429 9.043096e-01\n",
"35710_s_at 2.651817e+00 2.759856547 2.845549e+00\n",
"35711_at -1.477980e+00 1.063917328 4.107810e-01\n",
"35712_at NaN NaN NaN\n",
"35713_at 8.194205e-01 NaN 1.399174e+00\n",
"35714_at 2.809101e+00 2.799886984 2.843427e+00\n",
"35715_at 2.372236e+00 2.376824631 2.457249e+00\n",
"35716_at NaN NaN NaN\n",
"35717_at NaN NaN NaN\n",
"35718_at 2.125979e+00 2.147167192 1.872474e+00\n",
"35719_at 1.732622e+00 1.991664558 1.736497e+00\n",
"35720_at 2.022220e+00 1.857411074 1.927220e+00\n",
"35721_at NaN 0.624762859 NaN\n",
"35722_at 2.109189e+00 2.120312165 2.109115e+00\n",
"35723_at 1.995175e+00 2.000847013 2.607308e+00\n",
"35724_at 1.488847e+00 0.751530147 1.586085e+00\n",
"35725_at 1.843649e+00 1.878380315 1.770504e+00\n",
"35726_at 8.992711e-01 -0.507846382 9.743553e-01\n",
"35727_at 2.595631e+00 2.612348419 2.563712e+00\n",
"35728_at -7.573233e-01 NaN -1.144541e+00\n",
"35729_at 1.942809e+00 1.951000322 1.865301e+00\n",
"35730_at -1.261923e+00 NaN -6.398471e-01\n",
"35731_at NaN NaN NaN\n",
"35732_at 9.100260e-01 NaN NaN\n",
"35733_at 2.887552e+00 2.882997020 2.903623e+00\n",
"35734_at 2.405901e+00 2.257448893 2.385861e+00\n",
"35735_at NaN NaN NaN\n",
"35736_at 2.492365e+00 2.426085226 2.268399e+00\n",
"35737_at 2.352970e+00 2.265483258 2.311016e+00\n",
"35738_at 2.399848e+00 2.339203081 2.399276e+00\n",
"35739_at 2.392371e+00 2.296976445 2.204071e+00\n",
"35740_at NaN NaN NaN\n",
"35741_at 1.999978e+00 2.084951364 1.930883e+00\n",
"35742_at 2.556979e+00 2.524804552 2.085854e+00\n",
"35743_at 2.513491e+00 2.453526932 2.647011e+00\n",
"35744_at 2.041233e+00 2.215855270 2.017815e+00\n",
"35745_f_at 3.232007e+00 3.231801504 3.214791e+00\n",
"35746_r_at 3.233248e+00 3.220492521 3.202344e+00\n",
"35747_at 3.043247e+00 2.990169323 2.992811e+00\n",
"35748_at 3.074970e+00 3.040168477 3.178088e+00\n",
"35749_at 3.028732e+00 3.014041617 2.898016e+00\n",
"35750_at 2.385660e+00 2.385952627 2.422735e+00\n",
"35751_at 2.548890e+00 2.459771450 2.585122e+00\n",
"35752_s_at NaN NaN NaN\n",
"35753_at 2.868792e+00 2.789191291 2.831608e+00\n",
"35754_at 2.738832e+00 2.702204527 2.784409e+00\n",
"35755_at 2.529414e+00 2.538762867 2.734872e+00\n",
"35756_at 2.788094e+00 2.739964687 2.615914e+00\n",
"35757_at NaN NaN -3.237848e+00\n",
"35758_at 2.938504e+00 2.935181014 3.070014e+00\n",
"35759_at 3.091139e+00 3.075017504 3.189770e+00\n",
"35760_at 2.960057e+00 2.881399785 2.985851e+00\n",
"35761_at 2.538114e+00 2.446088374 2.338480e+00\n",
"35762_at 2.485943e+00 2.417332121 2.252937e+00\n",
"35763_at 2.013302e+00 2.124564418 1.592539e+00\n",
"35764_at 1.760046e+00 1.987761651 1.570522e+00\n",
"35765_at 2.310240e+00 2.416249356 2.206688e+00\n",
"35766_at 3.607843e+00 3.603098130 3.602077e+00\n",
"35767_at 3.029501e+00 3.005017598 2.872418e+00\n",
"35768_at 2.692373e+00 2.617286533 2.590001e+00\n",
"35769_at 2.727503e+00 2.738589550 2.734546e+00\n",
"35770_at 3.207759e+00 3.186163408 3.138597e+00\n",
"35771_at 2.161852e+00 2.108199802 2.141945e+00\n",
"35772_at 1.002081e+00 0.258645497 1.199449e+00\n",
"35773_i_at 2.904148e+00 2.955696065 2.984444e+00\n",
"35774_r_at 2.800641e+00 2.881654328 2.970427e+00\n",
"35775_at NaN NaN NaN\n",
"35776_at 1.419856e+00 1.895852707 1.832156e+00\n",
"35777_at 2.530749e+00 2.475375251 2.559429e+00\n",
"35778_at 2.017348e+00 1.934431859 1.891303e+00\n",
"35779_at 2.287849e+00 2.291655136 2.398096e+00\n",
"35780_at 2.751008e+00 2.705227039 2.676552e+00\n",
"35781_g_at 2.783604e+00 2.748421702 2.667027e+00\n",
"35782_at 1.579121e+00 1.939926854 1.559814e+00\n",
"35783_at 2.675613e+00 2.638869805 2.589759e+00\n",
"35784_at 2.334591e+00 2.251073295 2.228109e+00\n",
"35785_at 1.202002e+00 1.035501729 5.081540e-01\n",
"35786_at 2.330289e+00 2.186508234 2.358268e+00\n",
"35787_at 2.934689e+00 2.919081234 2.836352e+00\n",
"35788_at 1.686361e+00 1.547499460 9.089976e-01\n",
"35789_at 1.339659e+00 1.298416068 1.295270e+00\n",
"35790_at 2.576545e+00 2.554384090 2.575375e+00\n",
"35791_at 9.195884e-01 -0.144320780 1.518363e+00\n",
"35792_at 1.713838e+00 1.629442622 1.632357e+00\n",
"35793_at 2.529845e+00 2.447698161 2.504736e+00\n",
"35794_at NaN 0.733080853 NaN\n",
"35795_at 1.032803e+00 1.364560226 1.723442e+00\n",
"35796_at -3.039248e-01 -1.774196451 -1.025238e+00\n",
"35797_at NaN 0.438823428 4.651626e-02\n",
"35798_at 3.037413e+00 3.067820355 2.778827e+00\n",
"35799_at 1.045530e+00 0.982241627 1.206387e+00\n",
"358_at NaN NaN NaN\n",
"35800_at 2.209128e+00 2.255036725 2.591142e+00\n",
"35801_at 2.325386e+00 2.340648103 2.496485e+00\n",
"35802_at 2.393937e+00 2.352919988 2.341894e+00\n",
"35803_at 2.377417e+00 2.389925247 1.750800e+00\n",
"35804_at 1.475431e+00 0.939805972 1.472278e+00\n",
"35805_at 2.423173e+00 2.412470400 2.474589e+00\n",
"35806_at 1.700876e+00 1.576724086 1.790334e+00\n",
"35807_at 3.271365e+00 3.295449821 3.304538e+00\n",
"35808_at 2.660395e+00 2.635316091 2.719239e+00\n",
"35809_g_at 2.778667e+00 2.772141272 2.846769e+00\n",
"35810_at 2.807817e+00 2.755275009 2.783217e+00\n",
"35811_at 1.924859e+00 1.956243337 1.990058e+00\n",
"35812_at 2.075258e+00 2.182998031 2.196943e+00\n",
"35813_at 2.557898e+00 2.597745522 2.602942e+00\n",
"35814_at 2.781399e+00 2.725846572 2.810577e+00\n",
"35815_at -4.550250e+00 0.467089628 -5.465576e-01\n",
"35816_at 3.213325e+00 3.213420858 3.190576e+00\n",
"35817_at NaN -1.539007324 NaN\n",
"35818_at 2.653307e+00 2.627513743 2.837810e+00\n",
"35819_at 3.012311e+00 2.993569220 3.082822e+00\n",
"35820_at 1.767753e+00 1.474831001 1.552843e+00\n",
"35821_at 2.224708e+00 2.120420777 2.252920e+00\n",
"35822_at NaN NaN NaN\n",
"35823_at 3.209490e+00 3.204566325 3.300188e+00\n",
"35824_at NaN NaN NaN\n",
"35825_s_at NaN NaN NaN\n",
"35826_at 2.558985e+00 2.493649352 2.416823e+00\n",
"35827_at 2.182767e+00 2.068322254 1.923982e+00\n",
"35828_at 3.157213e+00 3.150395423 2.906430e+00\n",
"35829_at 2.117171e+00 1.980415933 1.822806e+00\n",
"35830_at 2.799043e+00 2.834382715 2.887194e+00\n",
"35831_at 2.932202e+00 2.854996548 2.748748e+00\n",
"35832_at NaN NaN NaN\n",
"35833_at -6.199883e-01 -0.167068468 -3.986996e-01\n",
"35834_at NaN NaN NaN\n",
"35835_at 2.878141e+00 2.905287321 2.977548e+00\n",
"35836_at 2.409207e+00 2.283314433 2.730609e+00\n",
"35837_at NaN NaN NaN\n",
"35838_at 1.897780e+00 1.864175126 2.066770e+00\n",
"35839_at 2.306481e+00 2.222072774 2.591216e+00\n",
"35840_at 2.417530e+00 2.481355315 2.567806e+00\n",
"35841_at 3.027737e+00 3.042658721 3.074004e+00\n",
"35842_at 1.784783e+00 1.850672487 2.291462e+00\n",
"35843_at 1.115029e+00 1.636238460 1.483886e+00\n",
"35844_at 2.610042e+00 2.548094059 2.529984e+00\n",
"35845_at 2.370748e+00 2.276937507 2.216859e+00\n",
"35846_at NaN NaN NaN\n",
"35847_at 1.384181e+00 1.135189704 1.228028e+00\n",
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"37181_at 2.656865e+00 2.624403455 2.694975e+00\n",
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"37245_at 1.331798e+00 0.669444492 9.689560e-01\n",
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"37249_at 8.324232e-02 NaN -9.736227e-02\n",
"37250_at 2.544444e+00 2.527319968 2.622852e+00\n",
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"37253_at 1.113902e+00 0.078366774 -5.781422e-01\n",
"37254_at 1.869836e+00 1.920354679 1.934378e+00\n",
"37255_at -7.930314e-01 -2.977501718 NaN\n",
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"37267_at 1.716077e+00 1.692793103 2.068026e+00\n",
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"37279_at 9.550106e-01 -0.174968065 -5.599698e-01\n",
"37280_at 2.072993e+00 1.997891089 2.286720e+00\n",
"37281_at 3.184015e+00 3.156579959 3.130786e+00\n",
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"37285_at 6.695107e-01 0.703434257 1.024182e+00\n",
"37286_at 2.592072e+00 2.459256178 2.407229e+00\n",
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"37294_at 2.896506e+00 2.842981783 2.363609e+00\n",
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"37302_at -5.508691e-03 -0.786926804 7.753628e-01\n",
"37303_at 1.477919e+00 1.323127896 1.104437e+00\n",
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"37305_at 1.748395e+00 1.697392744 2.643691e+00\n",
"37306_at 2.143879e+00 2.184102587 2.048454e+00\n",
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"37309_at 3.291805e+00 3.284269037 3.279885e+00\n",
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"37311_at 2.846290e+00 2.828930611 2.844449e+00\n",
"37312_at 1.846725e+00 1.504177535 1.873654e+00\n",
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"37325_at 2.666396e+00 2.604587790 2.944298e+00\n",
"37326_at 2.571672e+00 2.534055100 2.707370e+00\n",
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"37328_at NaN 0.563521185 5.788164e-01\n",
"37329_at 2.751359e+00 2.732777097 2.818741e+00\n",
"37330_at 2.836146e+00 2.805419671 2.516724e+00\n",
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"37334_at 2.402346e+00 2.330281696 2.402544e+00\n",
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"37337_at 2.906242e+00 2.884641502 3.060976e+00\n",
"37338_at 2.482649e+00 2.460294368 2.489575e+00\n",
"37339_at 1.996138e+00 1.866772466 1.866130e+00\n",
"37340_at NaN -4.123743458 -1.402376e+00\n",
"37341_at 2.716292e+00 2.697197166 2.681858e+00\n",
"37342_s_at 2.461105e+00 2.389820470 2.382934e+00\n",
"37343_at 2.610783e+00 2.509192519 2.650504e+00\n",
"37344_at NaN NaN NaN\n",
"37345_at 2.407366e+00 2.303525458 2.497557e+00\n",
"37346_at 2.994366e+00 2.993634885 2.894240e+00\n",
"37347_at 1.865970e+00 1.857435281 2.748312e+00\n",
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"37349_r_at -6.370999e-01 NaN NaN\n",
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"37355_at 2.132685e+00 1.972839354 2.134742e+00\n",
"37356_r_at NaN NaN NaN\n",
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"37358_at 2.088944e+00 2.107809748 2.100609e+00\n",
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"37363_at 1.009607e+00 0.482052856 1.567583e+00\n",
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"37365_at 2.142366e+00 2.159054483 1.627169e+00\n",
"37366_at 2.152685e+00 1.825192348 1.961345e+00\n",
"37367_at 2.806003e+00 2.810788222 2.746148e+00\n",
"37368_at -2.278374e+00 NaN NaN\n",
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"37371_at -1.746926e-01 0.188011605 -2.694799e-01\n",
"37372_at NaN NaN NaN\n",
"37373_at 2.419724e+00 2.361574888 2.342636e+00\n",
"37374_at 2.369059e+00 2.281431428 2.173759e+00\n",
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"37376_at 2.738200e+00 2.655379163 2.635822e+00\n",
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"37380_at 1.014329e+00 NaN -5.100943e+00\n",
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"37382_at 2.122838e+00 1.967648058 2.366181e+00\n",
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"37387_r_at 2.627307e+00 2.512948575 2.498231e+00\n",
"37388_at NaN NaN NaN\n",
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"37390_at 2.576227e+00 2.511762283 2.593714e+00\n",
"37391_at 2.839608e+00 2.774648013 2.616802e+00\n",
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"37394_at NaN NaN NaN\n",
"37395_at 2.962300e+00 2.946990070 2.977103e+00\n",
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"374_f_at 2.845845e+00 2.857839095 2.869908e+00\n",
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"37404_at NaN -0.585992162 -3.595942e-01\n",
"37405_at 3.027750e+00 3.026092902 2.764672e+00\n",
"37406_at -1.700929e-01 0.087484838 -3.401601e+00\n",
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"37408_at 1.062233e+00 1.711760543 1.516559e+00\n",
"37409_at 2.262551e+00 2.186057784 2.129659e+00\n",
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"37412_at 1.442987e+00 -0.027673755 1.697216e+00\n",
"37413_at 7.332699e-01 0.879568635 -7.238852e-01\n",
"37414_at NaN 0.715354029 -3.398731e-01\n",
"37415_at 1.069427e+00 1.334004432 8.719967e-01\n",
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"37423_at 2.277279e+00 2.186072718 2.019971e+00\n",
"37424_at 1.061977e+00 1.590529321 1.757949e+00\n",
"37425_g_at 2.339252e-01 -0.161265376 6.016207e-01\n",
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"38263_at -1.882240e+00 -2.013267976 NaN\n",
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"38282_at 2.510116e+00 2.578833050 2.608941e+00\n",
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"38341_at 3.667171e-03 NaN -7.575620e-01\n",
"38342_at 2.593802e+00 2.584909418 2.568915e+00\n",
"38343_at 4.362559e-01 0.739091375 1.047890e+00\n",
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"38347_at -2.597115e+00 -1.104309991 5.408817e-01\n",
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"38353_at 1.587795e+00 1.537127075 2.093879e+00\n",
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"38384_at -5.137706e+00 NaN 1.615503e+00\n",
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"38509_at -2.602145e-01 -0.480723394 8.678982e-01\n",
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"38536_at -6.587697e-01 NaN 7.607212e-01\n",
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"38548_at -3.207674e-01 -1.301068369 NaN\n",
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"38550_at -1.415475e+00 -0.626524678 NaN\n",
"38551_at 2.988341e+00 2.943501960 2.304323e+00\n",
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"38556_at 1.326053e+00 0.955244641 1.388863e+00\n",
"38557_at 1.580362e+00 0.317647097 -1.259307e-01\n",
"38558_at 2.278929e+00 2.440162926 2.326988e+00\n",
"38559_at 1.727434e+00 1.533980375 1.589182e+00\n",
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"38562_g_at -9.593701e-01 -0.902713934 NaN\n",
"38563_at 1.848105e+00 1.642289694 2.102231e+00\n",
"38564_at 1.358067e+00 1.466768608 2.117864e+00\n",
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"38567_at NaN NaN NaN\n",
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"38581_at 2.317396e+00 2.104822890 2.196111e+00\n",
"38582_at -7.950390e-01 -0.172431378 NaN\n",
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"38588_at NaN 1.253852509 -1.212990e+00\n",
"38589_i_at 2.933609e+00 2.904221477 2.973613e+00\n",
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"38613_at 2.943727e+00 2.958782915 2.954315e+00\n",
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"38618_at 2.597437e+00 2.575312726 2.689894e+00\n",
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"38625_g_at NaN NaN NaN\n",
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"38627_at 7.079648e-01 0.781508743 4.853863e-01\n",
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"38632_at -7.739522e-01 NaN NaN\n",
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"38634_at -4.241048e+00 -1.093385303 -1.373445e+00\n",
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"38639_at -2.675156e-01 1.275443293 NaN\n",
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"38648_at 2.731948e+00 2.728802944 2.701810e+00\n",
"38649_at 2.129170e+00 2.145963803 2.121654e+00\n",
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"38654_at 2.511095e+00 2.396565746 2.480666e+00\n",
"38655_at 2.482060e+00 2.462144522 2.675492e+00\n",
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"38657_s_at 2.989827e+00 2.991975967 2.919391e+00\n",
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"38744_at 2.676181e+00 2.697823566 2.779874e+00\n",
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"38748_at 2.253023e+00 2.098227336 2.007185e+00\n",
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"38783_at 6.863716e-01 1.246869735 NaN\n",
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"38823_s_at 8.587880e-01 NaN 5.610599e-01\n",
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"38863_at 1.626182e+00 1.714730522 2.607381e+00\n",
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"38865_at -8.680078e-01 -0.651122020 NaN\n",
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"38888_at 2.291126e-01 -0.274548027 NaN\n",
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"38898_at -4.365555e+00 -0.627232029 NaN\n",
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"38920_at NaN -2.145146438 1.360503e+00\n",
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"38923_at 2.065003e+00 2.074103938 2.144484e+00\n",
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"38931_at 1.137084e+00 NaN -2.206839e-01\n",
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"38946_at -2.995385e+00 NaN NaN\n",
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"38949_at NaN -0.088612319 NaN\n",
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"38957_at 2.367906e+00 2.233097640 2.021831e+00\n",
"38958_at -1.742815e-01 -0.090354542 NaN\n",
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"39116_at 1.765334e+00 1.734513811 1.625743e+00\n",
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"39134_at 1.241308e+00 0.501768819 NaN\n",
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"39158_at 2.547589e+00 2.535115341 2.662582e+00\n",
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"39171_at -8.909186e-02 0.521374816 NaN\n",
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"39184_at 3.062331e+00 3.053095160 3.086395e+00\n",
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"39189_at 2.189600e-01 NaN -2.270998e+00\n",
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"392_g_at 2.058408e+00 2.167121461 2.351941e+00\n",
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"39220_at NaN -1.076116346 NaN\n",
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"39223_at -1.449152e+00 -0.555747574 NaN\n",
"39224_at 3.372455e-01 0.245706233 7.206846e-01\n",
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"39230_at 2.584712e+00 2.425289864 2.366236e+00\n",
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"39233_at -4.037302e-01 NaN 5.074368e-02\n",
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"39240_at -9.048556e-01 NaN -7.799545e-01\n",
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"39247_at -7.677246e-01 NaN NaN\n",
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"39252_at 1.517366e+00 1.366010688 1.700857e+00\n",
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"39624_at 2.029337e-01 1.335151514 8.682383e-01\n",
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"39696_at -1.667140e+00 -2.047841897 NaN\n",
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"39772_at 1.742424e+00 1.935834993 2.364711e+00\n",
"39773_at 2.099288e+00 2.221887215 2.341050e+00\n",
"39774_at 2.622807e+00 2.618355012 2.577333e+00\n",
"39775_at -3.190799e-01 -0.368398902 6.181683e-01\n",
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"39785_at 1.673940e+00 0.557715619 1.533162e+00\n",
"39786_at 2.683591e-01 NaN -4.702195e-01\n",
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"39788_at 2.395852e+00 2.305007723 2.299577e+00\n",
"39789_at NaN NaN NaN\n",
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"39791_at 2.258194e+00 2.158511557 2.415407e+00\n",
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"39798_at 3.155467e+00 3.166448816 3.142568e+00\n",
"39799_at NaN NaN 2.223302e+00\n",
"398_at 2.238828e+00 2.252720394 2.319103e+00\n",
"39800_s_at 2.993456e+00 2.988805305 3.027431e+00\n",
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"39806_at 2.000148e+00 1.707840841 1.810135e+00\n",
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"39812_at 2.463261e+00 2.474667299 2.706522e+00\n",
"39813_s_at NaN -2.383436216 -1.415511e+00\n",
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"39818_at 7.551959e-01 1.132486198 1.770849e+00\n",
"39819_at -5.273901e-01 -2.186376948 NaN\n",
"39820_at -6.832299e-02 -1.782989832 -2.530964e+00\n",
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"39825_at 2.751856e+00 2.684066302 2.773685e+00\n",
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"39827_at 2.627762e+00 2.535977638 1.819143e+00\n",
"39828_at NaN -0.510941489 -2.030388e+00\n",
"39829_at -1.590028e+00 -1.295618569 NaN\n",
"39830_at 3.264181e+00 3.245386772 3.286830e+00\n",
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"39834_at NaN 0.725423956 1.182866e-01\n",
"39835_at 1.301445e+00 1.673391696 1.155504e+00\n",
"39836_at NaN NaN NaN\n",
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"39852_at 6.993132e-01 -0.264586421 1.867385e-01\n",
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"39856_at 3.189984e+00 3.188795121 3.220156e+00\n",
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"39859_r_at NaN NaN NaN\n",
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"39863_at 4.058024e-01 0.307256393 NaN\n",
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"408_at NaN NaN NaN\n",
"40800_at 2.338713e+00 2.285176587 2.279056e+00\n",
"40801_at 1.709489e+00 1.564434364 1.500668e+00\n",
"40802_at 7.778562e-01 0.435187966 8.915761e-01\n",
"40803_at 2.315376e+00 2.155402992 2.503282e+00\n",
"40804_at NaN -0.689308327 1.921367e-01\n",
"40805_at 1.909035e+00 1.578941956 1.609085e+00\n",
"40806_at 6.885413e-01 0.566803862 1.302749e+00\n",
"40807_at 2.356573e+00 2.416187238 2.079801e+00\n",
"40808_at -2.413233e+00 -0.258260488 NaN\n",
"40809_at NaN NaN NaN\n",
"40810_at 2.534129e+00 2.472357985 2.564367e+00\n",
"40811_at 2.229911e+00 2.129549841 2.163991e+00\n",
"40812_at -2.592151e+00 -0.406474857 -5.335477e-01\n",
"40813_at 9.418635e-01 1.393787973 1.757289e+00\n",
"40814_at 1.861614e+00 1.629572891 1.734061e+00\n",
"40815_g_at 2.692180e+00 2.693582811 2.581556e+00\n",
"40816_at 2.224752e+00 2.167645016 2.122056e+00\n",
"40817_at 2.524593e+00 2.568242867 2.376042e+00\n",
"40818_at 2.170743e+00 2.169607625 2.236957e+00\n",
"40819_at 2.291733e+00 2.262196874 2.159757e+00\n",
"40820_at 1.723047e+00 1.646103299 1.263435e+00\n",
"40821_at 2.723374e+00 2.685385993 2.769914e+00\n",
"40822_at 2.708063e+00 2.672893293 2.685775e+00\n",
"40823_s_at 1.965170e+00 1.356871759 1.856328e+00\n",
"40824_at 2.520247e+00 2.507411920 2.537414e+00\n",
"40825_at 2.611198e+00 2.579921169 2.446758e+00\n",
"40826_at 2.555939e+00 2.467987717 2.404686e+00\n",
"40827_at 2.520730e+00 2.411688866 2.713129e+00\n",
"40828_at 2.479148e+00 2.468026523 2.399545e+00\n",
"40829_at 1.664959e+00 1.809070352 1.364609e+00\n",
"40830_at 1.096404e+00 0.621218268 2.903991e-01\n",
"40831_at 2.393955e+00 2.335998506 2.462762e+00\n",
"40832_s_at 2.413698e+00 2.338649547 2.356157e+00\n",
"40833_r_at 1.627142e+00 1.292610613 9.936632e-01\n",
"40834_at 4.322737e-01 -0.685469272 -3.174375e+00\n",
"40835_at NaN -1.127668113 -1.178669e+00\n",
"40836_s_at 2.482914e+00 2.483544527 2.466796e+00\n",
"40837_at 2.604795e+00 2.609907327 2.163799e+00\n",
"40838_at 1.651790e+00 1.721869480 1.546667e+00\n",
"40839_at 2.394016e+00 2.384348215 2.299908e+00\n",
"40840_at 2.507948e+00 2.563171808 2.746331e+00\n",
"40841_at 2.287718e+00 2.327720278 1.759155e+00\n",
"40842_at 2.986564e+00 2.965742291 3.117108e+00\n",
"40843_at 1.171026e+00 1.278305492 1.729719e+00\n",
"40844_at 1.464069e+00 1.425269293 1.952367e+00\n",
"40845_at 2.636794e+00 2.558151188 2.696420e+00\n",
"40846_g_at 2.444007e+00 2.476688376 2.687308e+00\n",
"40847_at NaN NaN NaN\n",
"40848_g_at -4.581569e+00 -0.608958928 1.301956e+00\n",
"40849_s_at 2.271368e+00 2.282866937 2.346966e+00\n",
"40850_at 2.128822e+00 2.202196674 1.644070e+00\n",
"40851_r_at 1.166133e+00 0.825193925 1.421018e+00\n",
"40852_at 2.371254e+00 2.360769750 2.093870e+00\n",
"40853_at -2.441665e+00 NaN NaN\n",
"40854_at 2.643006e+00 2.537472356 2.590645e+00\n",
"40855_at 2.126007e+00 2.079480508 8.356538e-01\n",
"40856_at 5.605447e-01 1.256058949 1.450151e+00\n",
"40857_f_at -3.233610e+00 -1.149187061 NaN\n",
"40858_at 1.464865e+00 1.508201837 1.113222e+00\n",
"40859_at 2.305019e+00 2.200804525 2.311864e+00\n",
"40860_s_at -3.151060e+00 NaN NaN\n",
"40861_at 2.981874e+00 2.958140432 3.023103e+00\n",
"40862_i_at 2.800029e+00 2.861935883 2.685923e+00\n",
"40863_r_at 2.694768e+00 2.791677078 2.667779e+00\n",
"40864_at 3.043185e+00 3.020182473 2.976781e+00\n",
"40865_at 2.365665e+00 2.346384723 2.405026e+00\n",
"40866_at 2.665178e+00 2.611783366 2.633392e+00\n",
"40867_at 3.069573e+00 3.032214661 3.010325e+00\n",
"40868_at 2.109076e+00 2.104934092 2.100561e+00\n",
"40869_at 6.073178e-01 1.182868837 1.108316e+00\n",
"40870_g_at 1.804134e+00 1.699718826 1.895879e+00\n",
"40871_at 7.726148e-01 0.748123894 7.318959e-01\n",
"40872_at 3.153131e+00 3.154578341 3.177307e+00\n",
"40873_at 2.427668e+00 2.390399409 2.245360e+00\n",
"40874_at 2.808108e+00 2.815919959 2.978244e+00\n",
"40875_s_at 2.971475e+00 2.942159334 3.039219e+00\n",
"40876_at 2.729553e+00 2.675615990 2.609907e+00\n",
"40877_s_at 2.428157e+00 2.431259919 2.408503e+00\n",
"40878_f_at 1.875786e+00 1.585161019 1.658468e+00\n",
"40879_at 1.174879e+00 1.380085792 1.180022e+00\n",
"40880_r_at NaN NaN NaN\n",
"40881_at 2.712526e+00 2.660891422 2.799180e+00\n",
"40882_at 7.697679e-01 1.360422974 3.800030e-01\n",
"40883_at 1.757704e+00 1.601522247 1.357773e+00\n",
"40884_g_at 1.639158e+00 1.240301060 1.404708e+00\n",
"40885_s_at 2.879253e+00 2.823693743 2.807490e+00\n",
"40886_at 3.386612e+00 3.378794534 3.398823e+00\n",
"40887_g_at 3.485536e+00 3.514541373 3.502712e+00\n",
"40888_f_at 1.742512e+00 2.145466500 2.381556e+00\n",
"40889_at NaN NaN NaN\n",
"40890_at 2.909316e+00 2.902192036 2.895180e+00\n",
"40891_f_at 3.009471e+00 3.025370287 3.107101e+00\n",
"40892_s_at -9.006170e-01 0.921726389 5.649857e-01\n",
"40893_at 1.877199e+00 1.468255151 1.806431e+00\n",
"40894_at NaN NaN NaN\n",
"40895_g_at 1.399548e+00 1.662224192 1.949590e+00\n",
"40896_at 1.311294e+00 1.411385651 1.197870e+00\n",
"40897_at 7.413070e-01 0.240181563 2.721478e-01\n",
"40898_at 3.000424e+00 2.975373754 2.668574e+00\n",
"40899_at 3.353282e+00 3.337637894 3.437391e+00\n",
"409_at 2.981990e+00 2.949696371 3.049028e+00\n",
"40900_at 1.860885e+00 1.745323905 1.764836e+00\n",
"40901_at 2.251932e+00 2.011410274 2.086196e+00\n",
"40902_at 1.509095e-01 -1.167718100 3.737447e-01\n",
"40903_at 2.245011e+00 2.245085096 2.328250e+00\n",
"40904_at 1.935914e+00 1.888078992 1.709477e+00\n",
"40905_s_at 2.182611e+00 2.204043778 2.307559e+00\n",
"40906_at 1.963251e+00 1.888945253 1.870848e+00\n",
"40907_at 9.256005e-01 0.160301179 9.253794e-01\n",
"40908_r_at -8.873639e-01 NaN -2.606203e-01\n",
"40909_at 1.032897e+00 0.635357578 2.478670e-01\n",
"40910_at 2.828750e+00 2.773109925 2.781951e+00\n",
"40911_at NaN NaN NaN\n",
"40912_s_at 2.592075e+00 2.618071983 2.628561e+00\n",
"40913_at -1.354001e+00 0.533067926 1.614289e+00\n",
"40914_s_at 4.687310e-01 0.972550963 -4.511576e-01\n",
"40915_r_at 5.296466e-01 NaN 1.849853e+00\n",
"40916_at 1.958816e+00 1.873654187 1.467333e+00\n",
"40917_at -1.402447e+00 -0.249264185 NaN\n",
"40918_at -1.399326e+00 NaN NaN\n",
"40919_at NaN NaN NaN\n",
"40920_at 9.243017e-01 0.404676434 -1.038134e+00\n",
"40921_at 5.854111e-01 0.831848097 3.055378e-01\n",
"40922_at 5.442358e-01 0.148134617 2.630847e-01\n",
"40923_at 7.173596e-01 -0.605447765 7.672485e-01\n",
"40924_at 7.059678e-01 0.622171667 8.818764e-01\n",
"40925_at 1.461921e+00 1.334451463 1.270718e+00\n",
"40926_at 2.141359e+00 2.213403567 1.473863e+00\n",
"40927_at 1.311889e+00 1.493494592 1.284015e+00\n",
"40928_at 2.220776e+00 2.135775644 2.106459e+00\n",
"40929_at NaN NaN NaN\n",
"40930_at 1.276692e+00 1.348557691 1.020726e+00\n",
"40931_at 2.017499e+00 2.008939497 2.217014e+00\n",
"40932_at 5.446833e-01 0.748559327 1.415223e+00\n",
"40933_f_at NaN NaN NaN\n",
"40934_at -7.602478e-01 -1.677396448 5.249690e-01\n",
"40935_at 1.023945e+00 1.048017670 1.399248e+00\n",
"40936_at 2.919464e+00 2.863262994 2.674858e+00\n",
"40937_at NaN NaN 1.195288e+00\n",
"40938_at 2.151945e+00 2.172628832 2.019816e+00\n",
"40939_at NaN NaN NaN\n",
"40940_at 1.138778e+00 1.097983176 1.111177e+00\n",
"40941_at NaN NaN NaN\n",
"40942_g_at 5.361918e-01 -0.013492868 5.898733e-01\n",
"40943_at 1.722913e+00 1.507943837 2.213723e+00\n",
"40944_at -2.301888e-02 0.227994379 -1.991438e+00\n",
"40945_at -3.637718e-01 -0.525572753 -1.487993e-01\n",
"40946_at 2.293834e+00 2.299844241 2.443293e+00\n",
"40947_at -1.142449e+00 -2.714536360 NaN\n",
"40948_at NaN -1.349041507 NaN\n",
"40949_at 2.220311e+00 2.065414430 2.271298e+00\n",
"40950_at 4.013970e-02 0.367656453 2.914128e-01\n",
"40951_at 2.866349e+00 2.891432782 2.952279e+00\n",
"40952_at 6.146831e-01 -0.258287208 1.340450e+00\n",
"40953_at NaN NaN NaN\n",
"40954_at NaN -1.849365676 -3.391293e+00\n",
"40955_at 2.829227e+00 2.835156986 2.788841e+00\n",
"40956_at 6.171014e-01 1.125906616 1.547090e+00\n",
"40957_at 1.880224e+00 1.738518499 2.222033e+00\n",
"40958_at NaN NaN NaN\n",
"40959_at 1.546639e+00 1.815140934 1.615567e+00\n",
"40960_at 2.379213e+00 2.392010083 2.386772e+00\n",
"40961_at 2.476958e+00 2.421122192 2.477689e+00\n",
"40962_s_at 1.969758e+00 1.378445027 2.028655e+00\n",
"40963_at NaN NaN NaN\n",
"40964_at 1.321285e+00 1.067513174 3.336142e-01\n",
"40965_at 4.126700e-01 NaN NaN\n",
"40966_at 2.111034e+00 2.080974102 2.232788e+00\n",
"40967_at NaN NaN NaN\n",
"40968_at NaN NaN NaN\n",
"40969_at NaN NaN NaN\n",
"40970_at NaN NaN NaN\n",
"40971_at 2.343186e+00 2.167944793 2.212803e+00\n",
"40972_at NaN NaN -1.139941e+00\n",
"40973_at 2.117495e+00 2.173239853 2.059058e+00\n",
"40974_at 1.969124e+00 1.944742180 2.163504e+00\n",
"40975_s_at NaN -1.346415618 -4.601405e+00\n",
"40976_at 1.942408e+00 2.080278637 2.215030e+00\n",
"40977_f_at NaN -0.299124780 NaN\n",
"40978_s_at -3.972557e+00 NaN NaN\n",
"40979_at 2.773273e+00 2.778926521 2.984268e+00\n",
"40980_at 2.769395e+00 2.648065451 2.664574e+00\n",
"40981_at 1.160890e+00 1.742969628 1.326293e+00\n",
"40982_at 1.771583e+00 1.676989883 2.157952e+00\n",
"40983_s_at 1.419566e+00 1.575676434 1.843115e+00\n",
"40984_at 1.803517e+00 1.901309601 2.128299e+00\n",
"40985_g_at -2.652799e-01 -1.254324748 NaN\n",
"40986_s_at 1.164088e+00 1.002793836 9.362166e-01\n",
"40987_at NaN NaN -1.432691e+00\n",
"40988_at 2.552123e+00 2.540068544 2.546118e+00\n",
"40989_at NaN NaN NaN\n",
"40990_at 1.037578e+00 1.496720274 2.197189e+00\n",
"40991_at 2.094981e-02 -3.834329733 8.843700e-01\n",
"40992_s_at 1.419824e+00 1.577642828 2.003802e+00\n",
"40993_r_at NaN NaN NaN\n",
"40994_at NaN -3.700118790 -1.099316e+00\n",
"40995_at NaN NaN NaN\n",
"40996_s_at NaN NaN NaN\n",
"40997_at 2.039342e+00 2.072782134 2.158368e+00\n",
"40998_at 2.492715e+00 2.538580150 2.421010e+00\n",
"40999_at NaN NaN -5.949024e+00\n",
"410_s_at 3.102783e+00 3.076834945 3.113453e+00\n",
"41000_at 2.250869e+00 2.172764073 2.093976e+00\n",
"41001_at 1.395887e+00 0.982630927 1.609009e+00\n",
"41002_at 1.714639e+00 1.927609205 1.962946e+00\n",
"41003_at 2.866025e+00 2.826712107 2.796088e+00\n",
"41004_at -1.547979e+00 -2.098762138 8.580951e-01\n",
"41005_at NaN NaN NaN\n",
"41006_at NaN NaN NaN\n",
"41007_at 1.413186e+00 0.689228783 1.102790e+00\n",
"41008_at 1.400079e+00 0.581746158 1.231021e+00\n",
"41009_at NaN NaN NaN\n",
"41010_at 1.672694e+00 1.732788764 1.920228e+00\n",
"41011_i_at NaN NaN NaN\n",
"41012_r_at NaN NaN -3.587777e+00\n",
"41013_at 1.159982e+00 0.815083123 -7.101377e-01\n",
"41014_s_at NaN NaN NaN\n",
"41015_at 1.692898e+00 1.682104941 1.722504e+00\n",
"41016_at NaN NaN NaN\n",
"41017_at NaN NaN NaN\n",
"41018_at 2.158895e+00 1.967381652 2.104967e+00\n",
"41019_at 1.039959e+00 0.571236612 1.404371e+00\n",
"41020_at NaN -1.013490335 -2.822451e+00\n",
"41021_s_at 1.757290e+00 1.510044225 2.048308e+00\n",
"41022_r_at -1.910466e-01 0.941839947 4.617397e-01\n",
"41023_at NaN NaN NaN\n",
"41024_f_at NaN NaN NaN\n",
"41025_r_at 1.174992e+00 1.133143573 4.794830e-01\n",
"41026_f_at -4.863433e+00 1.015766668 -2.224934e+00\n",
"41027_at 1.137412e+00 0.988457147 2.221486e+00\n",
"41028_at -1.991619e+00 NaN NaN\n",
"41029_at 2.261797e+00 2.196879198 2.141554e+00\n",
"41030_at NaN NaN NaN\n",
"41031_at -1.787427e+00 NaN -3.384144e-01\n",
"41032_at 3.173663e-01 NaN 1.937473e-01\n",
"41033_at 2.128957e+00 1.772024933 2.006538e+00\n",
"41034_s_at 2.619405e+00 2.587016329 2.626302e+00\n",
"41035_at NaN NaN NaN\n",
"41036_at 7.707967e-01 0.967456596 9.929768e-01\n",
"41037_at 1.973524e+00 1.982061663 2.372330e+00\n",
"41038_at 9.032463e-01 -0.150536159 -4.471853e-01\n",
"41039_at NaN 0.161399123 -1.123737e+00\n",
"41040_at 2.138545e+00 2.115415206 2.214593e+00\n",
"41041_s_at NaN NaN NaN\n",
"41042_r_at NaN NaN NaN\n",
"41043_at NaN -1.025449270 NaN\n",
"41044_at NaN NaN NaN\n",
"41045_at NaN NaN NaN\n",
"41046_s_at 1.924789e+00 1.850062827 1.882479e+00\n",
"41047_at 2.952068e+00 2.952206462 2.846104e+00\n",
"41048_at -4.598408e-02 -0.646452463 3.820153e-01\n",
"41049_at 2.706196e+00 2.642139750 2.683748e+00\n",
"41050_at 1.520296e+00 1.546811705 2.044024e+00\n",
"41051_at 2.433871e+00 2.313032360 2.250736e+00\n",
"41052_s_at NaN NaN NaN\n",
"41053_at 1.440306e+00 0.940214135 1.486380e+00\n",
"41054_at 1.897517e+00 1.940695525 2.183696e+00\n",
"41055_at NaN NaN NaN\n",
"41056_at 6.819951e-01 0.705623438 7.500257e-01\n",
"41057_at 1.521465e+00 1.428090596 2.100428e+00\n",
"41058_g_at 2.296845e+00 2.269923114 2.511837e+00\n",
"41059_at NaN NaN NaN\n",
"41060_at 8.425361e-01 1.504011446 1.643971e+00\n",
"41061_at 1.526943e+00 0.899527638 1.569416e+00\n",
"41062_at 1.999007e+00 2.091700584 1.939088e+00\n",
"41063_g_at 2.396631e+00 2.367550381 2.329209e+00\n",
"41064_at NaN -1.690780225 NaN\n",
"41065_at NaN -0.039469327 -1.634173e+00\n",
"41066_at NaN NaN -9.351274e-01\n",
"41067_at NaN -1.106112022 -1.360113e+00\n",
"41068_at NaN NaN NaN\n",
"41069_at NaN NaN NaN\n",
"41070_r_at 1.257618e+00 1.203953174 1.062496e+00\n",
"41071_at -6.984022e-01 -1.068318340 NaN\n",
"41072_at NaN NaN NaN\n",
"41073_at 1.160989e+00 NaN NaN\n",
"41074_at 8.218800e-01 0.844690242 8.553246e-01\n",
"41075_at -6.940633e-01 0.501178509 -7.876295e-01\n",
"41076_at NaN NaN NaN\n",
"41077_at 1.684760e+00 1.725718859 4.629596e-01\n",
"41078_at 2.418321e+00 2.410686909 2.104074e+00\n",
"41079_at -2.268470e-01 -2.502572819 -7.611511e-02\n",
"41080_at NaN NaN NaN\n",
"41081_at 8.897176e-01 0.579968818 1.343540e+00\n",
"41082_at NaN NaN NaN\n",
"41083_at 2.286055e+00 2.457259166 2.374686e+00\n",
"41084_at 2.789671e+00 2.800167346 2.764621e+00\n",
"41085_at -8.665444e-01 0.581529717 2.095943e+00\n",
"41086_at -3.176887e+00 NaN NaN\n",
"41087_at NaN NaN NaN\n",
"41088_at -1.853225e+00 NaN 5.644131e-01\n",
"41089_at 9.706775e-01 1.481468933 7.867955e-01\n",
"41090_s_at NaN -0.914444481 NaN\n",
"41091_at 2.712979e+00 2.679906641 2.595850e+00\n",
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"41352_at -1.534356e+00 -3.881816454 NaN\n",
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"41373_s_at NaN NaN NaN\n",
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"41375_at 2.622117e+00 2.608431090 2.833054e+00\n",
"41376_i_at NaN NaN NaN\n",
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"41379_at 1.898600e+00 1.976515658 2.124455e+00\n",
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"41383_at 1.280738e+00 1.212983385 -4.943999e-01\n",
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"1908_at 5.131858e-01 1.260793e+00 1.0200242066\n",
"1909_at 2.240170e+00 2.058687e+00 2.0997063786\n",
"191_at NaN 2.687044e-01 NaN\n",
"1910_s_at 1.985072e+00 1.747144e+00 1.6016850526\n",
"1911_s_at 1.862248e+00 2.095933e+00 2.1220808209\n",
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"1913_at 1.838478e+00 1.951405e+00 1.8882719064\n",
"1914_at -4.612324e-01 NaN -1.4179612649\n",
"1915_s_at 2.298432e+00 2.342811e+00 2.2708170373\n",
"1916_s_at 1.764465e+00 1.729292e+00 1.8413656885\n",
"1917_at 2.463939e+00 2.318891e+00 2.2845207757\n",
"1918_at -2.681159e+00 NaN NaN\n",
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"192_at 2.658969e+00 2.319690e+00 2.2780646142\n",
"1920_s_at 2.207458e+00 1.921449e+00 1.9803098205\n",
"1921_at -4.133055e-01 NaN NaN\n",
"1922_g_at 1.345007e-01 NaN NaN\n",
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"1924_at 2.168167e+00 1.737368e+00 1.6057331374\n",
"1925_at 2.269094e+00 1.375603e+00 2.0621864088\n",
"1926_at 1.230879e+00 2.226278e+00 2.1600247846\n",
"1927_s_at NaN NaN NaN\n",
"1928_s_at 1.687278e+00 1.509761e+00 0.5304583059\n",
"1929_at 7.144934e-01 -2.484616e+00 NaN\n",
"193_at 2.319218e+00 1.497289e+00 1.5775687659\n",
"1930_at -1.736118e+00 2.134892e+00 1.9998925419\n",
"1931_at NaN NaN NaN\n",
"1932_at 2.507204e-01 2.288062e+00 2.2526926917\n",
"1933_g_at 2.381948e+00 2.526618e+00 2.4325236040\n",
"1934_s_at NaN NaN NaN\n",
"1935_at 1.375204e+00 4.299800e-01 NaN\n",
"1936_s_at 2.438669e+00 2.379728e+00 2.4207399100\n",
"1937_at 1.980578e+00 2.327865e+00 2.3504826745\n",
"1938_at -1.936017e+00 7.708609e-01 -0.8004839234\n",
"1939_at 2.250748e+00 1.766865e+00 1.6682633179\n",
"194_at NaN NaN -7.6211444147\n",
"1940_at 2.091428e+00 1.753729e+00 1.8005169108\n",
"1941_at NaN NaN NaN\n",
"1942_s_at 2.921358e+00 2.575350e+00 2.5282152029\n",
"1943_at 2.438753e+00 8.510266e-01 -0.0227522248\n",
"1944_f_at 2.048693e+00 2.140488e+00 2.4033051615\n",
"1945_at 2.526440e+00 4.794255e-01 0.4268154311\n",
"1946_at NaN NaN NaN\n",
"1947_g_at 1.171510e-01 -1.274542e+00 0.0189578280\n",
"1948_f_at 1.082984e+00 NaN -0.1728522686\n",
"1949_at -8.590106e-01 NaN NaN\n",
"195_s_at NaN NaN NaN\n",
"1950_s_at 1.953176e+00 2.229603e+00 2.2848887596\n",
"1951_at NaN NaN NaN\n",
"1952_s_at 1.896010e+00 9.969307e-01 0.2855147657\n",
"1953_at 2.430747e+00 2.355743e+00 2.3640773124\n",
"1954_at NaN NaN NaN\n",
"1955_s_at 4.833109e-01 1.386646e+00 1.3083665725\n",
"1956_s_at NaN NaN NaN\n",
"1957_s_at NaN NaN 0.3814207269\n",
"1958_at NaN NaN NaN\n",
"1959_at 2.572081e+00 2.277508e+00 2.2149229704\n",
"196_s_at -1.586311e+00 NaN NaN\n",
"1960_at NaN NaN NaN\n",
"1961_f_at NaN NaN NaN\n",
"1962_at NaN NaN -3.2281662128\n",
"1963_at 7.586437e-01 -7.428163e-01 0.6526619477\n",
"1964_g_at NaN -1.689525e+00 NaN\n",
"1965_s_at NaN NaN NaN\n",
"1966_i_at NaN NaN NaN\n",
"1967_f_at 1.356051e+00 1.434492e+00 1.7712028583\n",
"1968_g_at NaN 3.759253e-01 NaN\n",
"1969_s_at 1.980783e+00 2.190437e+00 2.0219829770\n",
"197_at 2.584606e+00 2.406365e+00 2.4965972613\n",
"1970_s_at 1.743262e+00 1.989654e+00 1.9951928145\n",
"1971_g_at 6.695470e-01 1.106255e+00 1.3039766501\n",
"1972_s_at -1.418212e-01 -1.812106e-01 NaN\n",
"1973_s_at 2.697558e+00 2.454252e+00 2.4266285568\n",
"1974_s_at 2.363124e+00 1.909308e+00 1.8412738724\n",
"1975_s_at 1.213974e+00 6.879689e-01 1.1679079053\n",
"1976_s_at 4.430198e-01 9.454464e-01 1.0662183215\n",
"1977_s_at NaN NaN NaN\n",
"1978_at NaN -8.692722e-01 NaN\n",
"1979_s_at 2.354175e+00 2.052573e+00 2.0225427166\n",
"198_g_at 2.931703e+00 2.762995e+00 2.7869476108\n",
"1980_s_at 3.385270e+00 3.196565e+00 3.2076636626\n",
"1981_s_at 2.126719e+00 7.340781e-01 0.3571495569\n",
"1983_at -1.521501e+00 5.635867e-01 0.9425824180\n",
"1984_s_at NaN NaN NaN\n",
"1985_s_at 3.208116e+00 2.767608e+00 2.7484801681\n",
"1986_at 1.651695e+00 1.701223e+00 1.5724479070\n",
"1987_at -1.040581e+00 -1.555063e+00 0.0847777417\n",
"1988_at NaN 5.681407e-01 1.9562884103\n",
"1989_at 1.785397e-01 NaN NaN\n",
"199_s_at 2.145117e+00 1.237993e+00 1.2919262091\n",
"1990_g_at 1.718859e+00 5.363439e-01 0.1100198562\n",
"1991_s_at 1.697896e+00 1.597681e+00 1.8478642786\n",
"1992_at 9.156402e-01 3.811754e-01 NaN\n",
"1993_s_at 1.496198e+00 NaN NaN\n",
"1994_at 1.569775e+00 8.952124e-01 1.0651534120\n",
"1995_at NaN NaN NaN\n",
"1996_s_at 1.256425e+00 -4.319226e-02 -0.3838530866\n",
"1997_s_at 2.632642e+00 2.624070e+00 2.5631770288\n",
"1998_i_at 1.890579e+00 2.562994e+00 2.6512188442\n",
"1999_s_at 1.204418e+00 6.981356e-01 1.3882721698\n",
"200_at NaN NaN NaN\n",
"2000_at 1.895229e+00 1.487254e+00 1.5301701494\n",
"2001_g_at NaN NaN -1.8882920272\n",
"2002_s_at -2.493832e-01 NaN NaN\n",
"2003_s_at 2.469588e+00 8.927676e-01 1.2132659547\n",
"2004_at 2.363638e+00 7.897024e-01 -0.7827711945\n",
"2005_s_at 1.239885e+00 1.148238e+00 1.5210367500\n",
"2006_at NaN NaN NaN\n",
"2007_g_at NaN NaN NaN\n",
"2008_s_at NaN NaN NaN\n",
"2009_at -8.324988e-01 -6.060569e-01 0.9822889870\n",
"201_s_at 3.050709e+00 3.004365e+00 3.0350920272\n",
"2010_at 2.825718e+00 2.467503e+00 2.5055477810\n",
"2011_s_at -2.876630e+00 5.367082e-01 -0.1716004038\n",
"2012_s_at 2.407292e+00 1.884719e+00 1.5373071015\n",
"2013_at -5.825682e-01 1.923053e+00 1.7663281736\n",
"2014_s_at NaN NaN -2.2995246274\n",
"2015_s_at 1.252503e+00 9.194521e-01 -0.9918704975\n",
"2016_s_at 3.431818e+00 3.346711e+00 3.3578058872\n",
"2017_s_at 2.950087e+00 2.426951e+00 2.3904282575\n",
"2018_at NaN NaN NaN\n",
"2019_s_at NaN -4.034121e+00 -0.2682519579\n",
"202_at 1.827308e+00 1.382612e+00 1.2104515556\n",
"2020_at 3.119263e+00 2.796876e+00 2.7971487800\n",
"2021_s_at 1.776610e+00 1.284503e+00 1.4446749400\n",
"2022_at NaN NaN NaN\n",
"2023_g_at -1.524429e+00 NaN NaN\n",
"2024_s_at NaN NaN NaN\n",
"2025_s_at 2.984497e+00 2.769670e+00 2.7644262426\n",
"2026_at NaN NaN NaN\n",
"2027_at NaN -3.086294e+00 -1.1101386432\n",
"2028_s_at 2.300020e+00 1.066669e+00 1.2255438582\n",
"2029_at NaN -1.029177e+00 -1.0279651075\n",
"203_at 1.624010e-01 2.003804e+00 1.8241351850\n",
"2030_at -2.013208e+00 1.769776e+00 1.5252275739\n",
"2031_s_at 2.390768e+00 2.865599e+00 2.8618624403\n",
"2032_s_at NaN 3.758026e-02 0.9205279230\n",
"2033_s_at 1.767977e+00 1.728193e+00 1.4779526193\n",
"2034_s_at NaN NaN NaN\n",
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"32347_at -7.321837e-02 6.954070e-01 NaN\n",
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"333_s_at 2.158951e+00 2.354614e+00 2.2893456390\n",
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"33666_at 2.816002e+00 2.524473e+00 2.4749313703\n",
"33667_at 3.450797e+00 3.272389e+00 3.2407230200\n",
"33668_at 3.284768e+00 3.179416e+00 3.1787767733\n",
"33669_at NaN 2.539473e-01 -2.6157659767\n",
"33670_at 1.614366e+00 1.502193e+00 1.2145724452\n",
"33671_f_at -1.420410e+00 -1.022064e+00 NaN\n",
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"33675_at -2.463526e-01 -5.769614e+00 0.3623196865\n",
"33676_at 3.359381e+00 3.263015e+00 3.2481659243\n",
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"33680_f_at -7.151560e-01 NaN -8.2607976473\n",
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"33682_at -1.061697e-01 8.391038e-01 1.1093757703\n",
"33683_at 2.689945e+00 2.582336e+00 2.5669356881\n",
"33684_at 1.025822e+00 7.223529e-01 1.3014303004\n",
"33685_at 1.632527e+00 1.455938e+00 2.0586154598\n",
"33686_at 2.006884e-01 NaN 0.0448124183\n",
"33687_at NaN -1.416864e-01 -1.3394601860\n",
"33688_at NaN NaN -2.7056624986\n",
"33689_s_at 2.351932e+00 2.360203e+00 2.3977125475\n",
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"33695_at NaN NaN -1.1885729127\n",
"33696_at -2.966206e+00 5.970071e-01 1.2491431340\n",
"33697_at 9.967688e-01 1.206881e+00 1.1814402242\n",
"33698_at NaN -5.477812e-01 NaN\n",
"33699_at NaN 3.139599e-01 NaN\n",
"337_at -4.063450e-01 NaN -2.1089923045\n",
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"33701_at -3.570947e-01 -4.773731e-01 -4.2314950869\n",
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"33704_at 1.126717e+00 1.437469e+00 1.4959904838\n",
"33705_at 6.233151e-01 1.115902e+00 NaN\n",
"33706_at 2.727875e+00 2.449341e+00 2.5067186466\n",
"33707_at 4.746423e-01 9.884653e-01 1.3644274155\n",
"33708_at 2.486851e-01 1.213701e+00 1.0528318861\n",
"33709_at 1.036774e-01 NaN 0.1368235968\n",
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"33712_at 1.085331e+00 1.482207e+00 1.3842738039\n",
"33713_at 2.149159e+00 2.349262e+00 2.4315515510\n",
"33714_at 2.079696e+00 1.353395e+00 1.6227822332\n",
"33715_r_at NaN NaN NaN\n",
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"33717_at -1.633287e+00 NaN -1.4263150277\n",
"33718_at 1.295808e+00 5.302710e-03 1.5553898870\n",
"33719_at 9.142754e-01 1.663808e+00 1.3441064898\n",
"33720_at 2.090396e+00 7.770113e-01 0.2817968349\n",
"33721_at NaN -1.505912e-01 -0.7835283365\n",
"33722_at NaN -6.798799e+00 NaN\n",
"33723_at 6.395947e-02 NaN NaN\n",
"33724_at 1.280166e+00 NaN NaN\n",
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"33726_at 1.928561e+00 1.148743e+00 0.1230578621\n",
"33727_r_at 3.921564e-01 6.806099e-02 1.4757050727\n",
"33728_at 1.461273e+00 1.244099e+00 0.9463031449\n",
"33729_at -8.172740e+00 NaN NaN\n",
"33730_at 1.527989e+00 2.557635e+00 2.5530471968\n",
"33731_at NaN NaN NaN\n",
"33732_at 1.244547e+00 1.713139e+00 1.9979692405\n",
"33733_at 1.621450e+00 2.069396e+00 2.1447578191\n",
"33734_at 1.034779e+00 8.693352e-01 -0.4000454516\n",
"33735_at NaN NaN NaN\n",
"33736_at 1.560957e+00 1.325211e+00 1.2137627530\n",
"33737_f_at 2.245955e+00 1.973278e+00 1.9126338745\n",
"33738_r_at 1.332993e+00 1.779257e+00 2.1267751902\n",
"33739_at NaN 3.120020e-01 -0.0967864210\n",
"33740_at 2.343120e+00 2.232041e+00 2.2768641863\n",
"33741_at 2.149698e+00 1.895134e+00 1.8000743719\n",
"33742_f_at NaN NaN NaN\n",
"33743_at NaN NaN NaN\n",
"33744_at 1.967256e+00 1.736086e+00 1.5486676727\n",
"33745_at NaN 1.274620e+00 -0.1880672994\n",
"33746_at 2.323339e+00 2.004192e+00 2.0152039250\n",
"33747_s_at NaN NaN NaN\n",
"33748_at NaN -2.104421e+00 0.9001420669\n",
"33749_at 1.620818e+00 1.633088e+00 1.3238973191\n",
"33750_at 1.755281e+00 2.223491e+00 2.2751240630\n",
"33751_at 7.157582e-01 1.313603e+00 0.5259456858\n",
"33752_at 2.301657e+00 2.005247e+00 1.9754746050\n",
"33753_at 2.450908e+00 2.357455e+00 2.3326540868\n",
"33754_at 1.389840e+00 1.207609e+00 1.0252167146\n",
"33755_at NaN -1.286777e+00 -0.2568408793\n",
"33756_at -8.311946e-01 NaN NaN\n",
"33757_f_at 1.424034e+00 2.002026e+00 1.8883768497\n",
"33758_f_at 1.837871e+00 2.278229e+00 2.3269349406\n",
"33759_at NaN NaN NaN\n",
"33760_at 1.402885e+00 8.841228e-01 1.3075378398\n",
"33761_s_at 2.211558e+00 1.915941e+00 1.6778208694\n",
"33762_r_at -3.681099e-02 1.001871e+00 1.1401039710\n",
"33763_at NaN NaN -5.2373542864\n",
"33764_at NaN 1.390931e+00 NaN\n",
"33765_at NaN -1.808794e+00 -2.7535993518\n",
"33766_at -4.407854e+00 9.471971e-01 NaN\n",
"33767_at NaN NaN NaN\n",
"33768_at 2.239999e+00 2.568732e+00 2.5390140515\n",
"33769_at 1.060507e+00 -3.363432e+00 NaN\n",
"33770_at 2.593755e+00 2.320510e+00 2.3612653929\n",
"33771_at NaN NaN NaN\n",
"33772_at NaN NaN NaN\n",
"33773_at -2.136847e+00 -1.604454e+00 -0.1934109856\n",
"33774_at 1.816422e+00 -2.454218e+00 0.6066807569\n",
"33775_s_at NaN NaN NaN\n",
"33776_at 1.250851e+00 NaN NaN\n",
"33777_at NaN NaN NaN\n",
"33778_at 2.015957e+00 2.064695e+00 2.1517928146\n",
"33779_at 1.952286e+00 2.008770e+00 2.2927869837\n",
"33780_at 1.142827e+00 NaN NaN\n",
"33781_s_at 2.826524e+00 2.457764e+00 2.5737786602\n",
"33782_r_at 2.391945e+00 2.458552e+00 2.7040909504\n",
"33783_at 1.025167e+00 2.131127e+00 2.1371837770\n",
"33784_at 1.612767e+00 1.871329e+00 2.1396205081\n",
"33785_at NaN NaN NaN\n",
"33786_r_at NaN NaN NaN\n",
"33787_at 1.573690e+00 2.107256e+00 1.9531891564\n",
"33788_at 3.687099e-01 5.280741e-01 1.0063690980\n",
"33789_at -1.025124e+00 -7.676860e-01 0.1222210895\n",
"33790_at 5.093922e-01 1.023886e-02 0.6770771517\n",
"33791_at 1.696333e+00 8.725900e-01 NaN\n",
"33792_at 3.000535e-01 -9.105589e-01 1.3184129178\n",
"33793_at NaN -1.113479e+00 NaN\n",
"33794_g_at 1.312733e+00 7.986846e-01 0.7060911431\n",
"33795_at 1.163899e+00 1.775594e+00 1.8528608277\n",
"33796_at 2.312002e+00 2.206823e+00 2.2779948684\n",
"33797_at 2.104686e+00 2.144529e+00 2.1504476793\n",
"33798_at NaN NaN NaN\n",
"33799_at 2.689903e+00 2.027582e+00 2.0519142208\n",
"338_at 1.108529e+00 -1.351280e+00 0.8623305483\n",
"33800_at 2.388757e+00 1.654213e+00 1.6308222410\n",
"33801_at -5.029117e+00 1.236252e+00 1.1855504416\n",
"33802_at 1.363427e+00 1.977850e+00 2.1011804666\n",
"33803_at NaN 1.854934e+00 1.8240563234\n",
"33804_at 3.633095e-01 -3.687917e-01 -1.7773116380\n",
"33805_at 2.207325e+00 1.920970e+00 1.9682713742\n",
"33806_at 1.958062e+00 1.984357e+00 2.0678396535\n",
"33807_at 2.755510e-01 5.429091e-01 1.2503472580\n",
"33808_at 9.836668e-01 2.142059e+00 2.1801027188\n",
"33809_at NaN NaN NaN\n",
"33810_at 2.413080e+00 2.223044e+00 2.1484932289\n",
"33811_at 1.059162e-01 1.111364e+00 -1.2190657309\n",
"33812_at 1.568567e+00 8.948139e-01 1.4204881744\n",
"33813_at -1.204216e+00 1.158503e+00 -0.4063160967\n",
"33814_at 2.679412e+00 2.422125e+00 2.4652637579\n",
"33815_at 2.562181e+00 1.961654e+00 1.7575459767\n",
"33816_at 1.540220e+00 1.582542e+00 1.7488751827\n",
"33817_at 1.763007e+00 1.349795e+00 0.9152657598\n",
"33818_at 2.563150e+00 2.625389e+00 2.6826535115\n",
"33819_at NaN NaN NaN\n",
"33820_g_at 3.236878e+00 2.802957e+00 2.7741044967\n",
"33821_at 2.859050e+00 2.210920e+00 2.0662896977\n",
"33822_at 2.694731e+00 2.680612e+00 2.6804604565\n",
"33823_at 2.268737e+00 2.011373e+00 1.9839258467\n",
"33824_at 3.383102e+00 3.249502e+00 3.2818320596\n",
"33825_at 1.395268e+00 2.031824e+00 2.0403376165\n",
"33826_at 2.634623e+00 2.393885e+00 2.4641477002\n",
"33827_at NaN 6.773084e-01 0.8836350799\n",
"33828_at 2.282257e+00 2.155156e+00 2.1661467289\n",
"33829_at NaN 1.688018e+00 1.0860126607\n",
"33830_at 2.353417e+00 1.966912e+00 1.7294011338\n",
"33831_at 1.667755e+00 1.522056e+00 1.1535948261\n",
"33832_at NaN NaN 1.1128822585\n",
"33833_at 2.537693e+00 2.545439e+00 2.5771415354\n",
"33834_at 2.340408e+00 1.978396e+00 1.9905642181\n",
"33835_at 2.356907e+00 1.974817e+00 1.8473264391\n",
"33836_at 1.598351e+00 2.585717e+00 2.5468707055\n",
"33837_at 1.706137e+00 8.352261e-01 1.3833864662\n",
"33838_at 2.665065e+00 2.605857e+00 2.6676365864\n",
"33839_at 1.535874e+00 1.556383e+00 1.7778342496\n",
"33840_at 8.476560e-01 1.313163e+00 0.2691265941\n",
"33841_at 1.080727e+00 1.652199e+00 1.9469519864\n",
"33842_at 7.895119e-01 9.458887e-01 0.3475674794\n",
"33843_g_at NaN -2.886758e-01 0.4587850921\n",
"33844_at 2.406026e+00 1.934999e+00 1.8410425576\n",
"33845_at 2.979756e+00 2.687252e+00 2.6547118288\n",
"33846_at NaN NaN NaN\n",
"33847_s_at 2.104787e+00 1.782105e+00 1.6987964496\n",
"33848_r_at 1.588865e+00 5.744385e-01 NaN\n",
"33849_at 1.830116e+00 1.419245e+00 1.2017652129\n",
"33850_at 2.164963e+00 1.851464e+00 1.6827439071\n",
"33851_at NaN NaN NaN\n",
"33852_at 1.968114e+00 1.932011e+00 1.8149656578\n",
"33853_s_at NaN NaN NaN\n",
"33854_at 1.557014e+00 1.951524e+00 1.8355844570\n",
"33855_at 2.859483e+00 2.426452e+00 2.3992164424\n",
"33856_at 2.854532e+00 2.719942e+00 2.6990395179\n",
"33857_at 6.146274e-02 1.210606e+00 0.4734503640\n",
"33858_at NaN NaN NaN\n",
"33859_at 2.794125e+00 2.526704e+00 2.4838308152\n",
"33860_at 2.521318e+00 2.441987e+00 2.3890151690\n",
"33861_at 2.319483e+00 2.127001e+00 1.9142436671\n",
"33862_at 2.450448e+00 2.196602e+00 2.1356085000\n",
"33863_at 2.880932e+00 2.675378e+00 2.7044566035\n",
"33864_at 2.182470e+00 1.762820e+00 1.6496822872\n",
"33865_at 2.762926e+00 2.339369e+00 2.2730498482\n",
"33866_at 2.580349e+00 2.551733e+00 2.4925232661\n",
"33867_s_at 2.118704e+00 2.056770e+00 1.8691696847\n",
"33868_at 1.956362e+00 1.819703e+00 1.4419668969\n",
"33869_at -4.520429e-01 9.361216e-01 0.2612272349\n",
"33870_at 2.087906e+00 1.668684e+00 1.5102629529\n",
"33871_s_at NaN NaN NaN\n",
"33872_at NaN NaN NaN\n",
"33873_at 2.699480e+00 2.598774e+00 2.5516476268\n",
"33874_at NaN NaN NaN\n",
"33875_at 2.874863e+00 2.733848e+00 2.7054088847\n",
"33876_at 2.177295e+00 1.461688e+00 1.2958136395\n",
"33877_s_at 2.852216e+00 2.506394e+00 2.4152065981\n",
"33878_at 2.315584e+00 2.529078e+00 2.5465941941\n",
"33879_at 2.476310e+00 1.870091e+00 1.9231963690\n",
"33880_at 1.495041e+00 2.007949e+00 1.8239282989\n",
"33881_at 2.045691e+00 2.088907e+00 2.1582977776\n",
"33882_at 2.838695e-01 -4.984992e-01 1.4384345418\n",
"33883_at NaN NaN NaN\n",
"33884_s_at 2.236233e+00 1.747143e+00 1.8410622435\n",
"33885_at 2.356979e+00 1.760070e+00 1.6799481246\n",
"33886_at 1.683577e+00 9.161984e-01 1.2905255358\n",
"33887_at 2.668765e+00 2.668756e+00 2.6740826119\n",
"33888_at 1.792405e+00 2.184072e+00 2.1085874594\n",
"33889_s_at 2.373121e+00 2.441039e+00 2.4585689564\n",
"33890_at -2.712094e+00 NaN NaN\n",
"33891_at 2.579762e+00 2.229487e+00 2.1243210943\n",
"33892_at -2.296442e-01 5.044370e-01 NaN\n",
"33893_r_at NaN NaN NaN\n",
"33894_at 8.048147e-01 9.210064e-01 1.0356522179\n",
"33895_at 2.225984e+00 2.031615e+00 1.9346265717\n",
"33896_at 4.055252e-02 NaN -2.5916583908\n",
"33897_at 1.263759e+00 3.478980e-01 -1.2885488364\n",
"33898_at 2.386206e+00 2.260368e+00 2.2572472449\n",
"33899_at 2.407947e+00 6.034555e-01 0.4755475764\n",
"339_at NaN 1.217653e-01 NaN\n",
"33900_at 1.735600e+00 2.448480e+00 2.4632574002\n",
"33901_at 2.671107e+00 1.104972e+00 0.6730194987\n",
"33902_at NaN NaN NaN\n",
"33903_at 2.230328e+00 2.415707e+00 2.5153568747\n",
"33904_at 2.949357e+00 3.019127e+00 3.0066723661\n",
"33905_at 2.295055e+00 2.159273e+00 2.2179295785\n",
"33906_at 2.631777e+00 2.414132e+00 2.3339969513\n",
"33907_at 1.477523e+00 1.193308e+00 -0.6182897654\n",
"33908_at 2.790892e+00 2.742664e+00 2.7461601668\n",
"33909_at 2.894399e+00 2.751350e+00 2.6930441410\n",
"33910_at NaN NaN -2.8334800045\n",
"33911_at NaN NaN -2.4847146505\n",
"33912_at 2.143568e+00 1.770013e+00 1.8943084096\n",
"33913_at 2.574636e+00 2.623609e+00 2.6725084265\n",
"33914_r_at -7.294679e-01 NaN NaN\n",
"33915_at 2.457509e+00 2.386231e+00 2.4022941572\n",
"33916_at 1.247053e+00 1.933949e+00 1.9204871363\n",
"33917_at 1.785558e+00 1.433469e+00 1.1637923928\n",
"33918_s_at 1.808460e+00 NaN -1.3476099137\n",
"33919_at 1.933061e+00 1.638550e+00 1.3895963860\n",
"33920_at 2.587761e+00 2.427710e+00 2.3542482482\n",
"33921_at 2.387762e+00 2.089741e+00 2.1642474640\n",
"33922_at -1.270922e+00 -8.016859e-02 -0.1734193380\n",
"33923_s_at 3.380482e-02 NaN NaN\n",
"33924_at 1.933638e+00 1.729412e+00 1.5188858899\n",
"33925_at NaN NaN NaN\n",
"33926_at NaN NaN NaN\n",
"33927_i_at NaN NaN NaN\n",
"33928_r_at -3.613156e+00 -1.168668e-01 -0.2700025783\n",
"33929_at 2.496118e+00 2.218424e+00 2.1971941748\n",
"33930_at 1.677245e+00 1.471801e+00 1.5644388753\n",
"33931_at 2.977981e+00 2.780376e+00 2.7370893126\n",
"33932_at 2.441840e+00 2.059962e+00 1.9951648488\n",
"33933_at NaN NaN 0.9180877979\n",
"33934_at 5.554803e-01 -6.521227e-01 -3.7406910959\n",
"33935_at 1.930386e+00 1.640342e+00 1.6308591967\n",
"33936_at 1.812704e+00 1.029353e+00 1.1114965037\n",
"33937_at 1.945294e+00 1.478416e+00 1.0315817751\n",
"33938_g_at 8.683185e-01 8.842709e-02 NaN\n",
"33939_at -1.307286e-01 -3.378066e-01 1.2512578537\n",
"33940_at -1.466655e+00 NaN NaN\n",
"33941_at NaN NaN NaN\n",
"33942_s_at 2.384666e+00 2.182344e+00 2.1951329260\n",
"33943_at 3.068593e+00 3.051170e+00 3.0430968294\n",
"33944_at 2.817970e+00 2.597515e+00 2.5872714359\n",
"33945_at NaN NaN -0.9889586635\n",
"33946_at -1.204199e+00 NaN 0.8923343576\n",
"33947_at NaN 1.391254e+00 1.7955877549\n",
"33948_at NaN NaN NaN\n",
"33949_at NaN NaN 1.1144124568\n",
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"34820_at NaN 3.351177e-01 NaN\n",
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"35228_at NaN 1.466392e+00 0.6561206806\n",
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"35239_at 2.617446e+00 2.467410e+00 2.5000410871\n",
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"35249_at 2.462593e+00 -1.642756e+00 NaN\n",
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"35274_at 2.196501e+00 1.778121e+00 1.5493569940\n",
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"35301_at 2.268624e+00 1.791651e+00 1.8006153750\n",
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"35316_at 2.754684e+00 2.518945e+00 2.4497011292\n",
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"35321_at 2.833663e+00 2.664341e+00 2.6674162384\n",
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"35323_at 3.026369e+00 2.798288e+00 2.8048492453\n",
"35324_at NaN NaN -1.0051484710\n",
"35325_at 2.607003e+00 2.427659e+00 2.3667627363\n",
"35326_at 2.836094e+00 2.611130e+00 2.5686216243\n",
"35327_at 2.626066e+00 2.598077e+00 2.5687443389\n",
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"35336_at 2.351927e+00 2.306940e+00 2.3380615744\n",
"35337_at 2.656957e+00 2.464775e+00 2.4762802627\n",
"35338_at NaN 1.729289e-01 NaN\n",
"35339_at 2.683165e+00 2.322921e+00 2.4093226050\n",
"35340_at 2.739507e+00 2.212664e+00 2.2616918309\n",
"35341_at 1.979664e+00 1.856937e+00 2.0227131169\n",
"35342_at 2.506657e+00 2.229038e+00 2.0919555444\n",
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"35344_at NaN NaN NaN\n",
"35345_at 1.936540e+00 1.737278e+00 1.9358002194\n",
"35346_at 1.440280e+00 3.527716e-01 NaN\n",
"35347_at NaN 6.899396e-01 -1.0047864010\n",
"35348_at 1.221928e+00 1.022454e+00 -0.1547344026\n",
"35349_at 2.658771e+00 2.083307e+00 2.0547559604\n",
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"35351_at 2.907385e+00 2.668521e+00 2.6738169707\n",
"35352_at 1.899278e+00 1.140391e+00 1.2348606456\n",
"35353_at 2.609357e+00 2.361159e+00 2.3053446476\n",
"35354_at 4.128569e-01 1.813693e+00 1.5264355409\n",
"35355_at 1.591159e+00 1.622649e+00 1.5544467563\n",
"35356_at 2.165357e+00 1.952305e+00 1.8984231430\n",
"35357_at 1.692934e+00 1.928761e+00 1.9893748179\n",
"35358_at NaN NaN NaN\n",
"35359_at 2.637831e+00 2.377315e+00 2.3604271007\n",
"35360_at 1.292576e+00 1.651784e+00 1.2555372261\n",
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"35362_at 5.194169e-01 NaN NaN\n",
"35363_at 2.739273e+00 2.552529e+00 2.5670742705\n",
"35364_at 2.374267e+00 1.901287e+00 1.7644901868\n",
"35365_at 2.464446e+00 2.432761e+00 2.3470333976\n",
"35366_at NaN NaN NaN\n",
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"35368_at 2.109056e+00 1.497318e+00 1.2713328267\n",
"35369_at 1.855806e+00 1.718194e+00 1.9494091482\n",
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"35371_at 1.864783e+00 2.224886e+00 2.1249540526\n",
"35372_r_at NaN -8.806269e-01 -0.0873769730\n",
"35373_at 2.193169e+00 1.449844e+00 1.1820895010\n",
"35374_at NaN -1.668729e+00 -1.2218578921\n",
"35375_at 1.523982e+00 1.685526e+00 1.3676608432\n",
"35376_f_at NaN 7.854330e-01 -2.6138451720\n",
"35377_at 2.079066e+00 2.218120e+00 2.3883494936\n",
"35378_at 6.842444e-01 9.712236e-01 1.1323575049\n",
"35379_at -4.928273e-02 1.760133e+00 2.0879528856\n",
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"35381_at -2.091494e+00 -4.392209e+00 1.2660148114\n",
"35382_at 3.142870e-01 1.778990e+00 1.7883771364\n",
"35383_at NaN NaN NaN\n",
"35384_at NaN 7.719498e-01 1.1024769974\n",
"35385_at 1.761655e+00 1.279609e+00 1.2545517365\n",
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"354_s_at 3.677828e-01 -1.472439e+00 0.1257570261\n",
"35400_at NaN -3.049772e+00 NaN\n",
"35401_s_at 1.568062e+00 6.819751e-01 0.6891378740\n",
"35402_at -2.311840e+00 1.444061e+00 1.5894277079\n",
"35403_at 2.255497e+00 2.166120e+00 2.0943733190\n",
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"35407_at 1.504630e+00 NaN NaN\n",
"35408_i_at 1.754770e+00 1.559627e+00 1.7256987135\n",
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"35410_at NaN NaN NaN\n",
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"35412_at 1.592356e+00 1.454308e+00 1.8879081023\n",
"35413_s_at 1.157807e+00 1.518042e+00 1.5416945327\n",
"35414_s_at 1.992342e+00 1.649023e+00 1.6457919946\n",
"35415_at NaN NaN NaN\n",
"35416_at NaN -2.894060e+00 -0.3347027314\n",
"35417_at NaN -2.395966e+00 NaN\n",
"35418_at -2.483916e-01 1.204619e+00 1.6816884351\n",
"35419_g_at -1.564096e+00 5.875119e-01 0.7264832601\n",
"35420_r_at NaN 6.969776e-01 1.7387227456\n",
"35421_at 7.544376e-01 -1.848048e+00 NaN\n",
"35422_at 1.500935e-01 -2.750381e-01 0.2381304735\n",
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"35425_at 1.614694e+00 1.074939e+00 1.1556545144\n",
"35426_at NaN 1.062946e+00 -0.2007477259\n",
"35427_at 1.662056e+00 -6.232738e-02 NaN\n",
"35428_g_at -9.293317e-01 2.997423e-01 -0.2092632088\n",
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"35430_at -1.471238e+00 -4.474076e-01 NaN\n",
"35431_g_at 1.996397e+00 1.696313e+00 1.7369257617\n",
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"35433_s_at -2.482110e+00 -4.135835e+00 -1.7422144554\n",
"35434_at 1.112725e+00 1.703515e+00 1.8004464183\n",
"35435_s_at 2.382734e+00 1.315797e+00 1.4848504700\n",
"35436_at 2.502571e+00 2.548328e+00 2.4465476266\n",
"35437_at 1.082652e+00 NaN NaN\n",
"35438_at 1.778644e+00 2.298824e+00 2.1662284071\n",
"35439_at 1.270161e+00 1.478612e+00 1.1050511307\n",
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"35442_at 1.246416e+00 2.107776e+00 2.1075107634\n",
"35443_at 2.068625e+00 1.073895e+00 1.5219853636\n",
"35444_at -1.515213e-02 2.157548e+00 2.0148534421\n",
"35445_at -5.190299e-02 NaN NaN\n",
"35446_at 7.463660e-01 9.404832e-01 1.2869850597\n",
"35447_s_at 8.649208e-02 -2.344868e+00 -0.7368278321\n",
"35448_at 9.422590e-01 1.297910e+00 1.3393315715\n",
"35449_at NaN NaN NaN\n",
"35450_s_at 2.874435e+00 2.817902e+00 2.8155809582\n",
"35451_s_at NaN -9.202007e-01 NaN\n",
"35452_at NaN NaN NaN\n",
"35453_at 8.777692e-01 2.578815e-01 1.0325434196\n",
"35454_at NaN NaN NaN\n",
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"35458_r_at 1.151784e+00 -3.275994e-01 0.3101471763\n",
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"35462_at NaN -6.451232e-01 NaN\n",
"35463_at -2.774766e-01 NaN NaN\n",
"35464_at NaN NaN NaN\n",
"35465_at 8.553645e-02 NaN 0.2250778161\n",
"35466_at 2.194750e+00 1.896632e+00 1.8382707885\n",
"35467_g_at 2.561002e+00 2.088111e+00 2.1628215774\n",
"35468_at NaN 6.320667e-01 1.7979237250\n",
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"35477_at NaN 1.542332e+00 1.9211494505\n",
"35478_at NaN NaN NaN\n",
"35479_at NaN -7.457133e-01 NaN\n",
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"35481_at -1.257412e+00 1.368076e+00 1.3409977477\n",
"35482_at NaN NaN NaN\n",
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"35484_at NaN NaN NaN\n",
"35485_at 2.622200e+00 2.673596e+00 2.7119683613\n",
"35486_at 1.705135e+00 1.892698e+00 1.9329094786\n",
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"35493_at NaN NaN NaN\n",
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"35497_at NaN NaN 0.2406405545\n",
"35498_at -1.726652e+00 -4.667892e-02 NaN\n",
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"355_s_at -2.153999e+00 8.139663e-01 -2.5312520129\n",
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"35504_at NaN NaN NaN\n",
"35505_at 1.877138e+00 1.573887e+00 1.8428011143\n",
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"35507_at 1.708428e+00 1.437899e+00 1.4962987550\n",
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"35512_at -2.013241e+00 -6.915187e-01 NaN\n",
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"35517_at -1.033019e+00 NaN NaN\n",
"35518_at NaN NaN NaN\n",
"35519_at 1.674975e+00 1.531902e+00 1.6741782897\n",
"35520_at -4.141321e+00 1.907061e+00 1.8620910589\n",
"35521_at NaN 3.039129e-01 NaN\n",
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"35525_at 5.263683e-02 NaN -0.3350697009\n",
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"35528_at NaN NaN -0.8683152731\n",
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"35530_f_at 1.076343e+00 1.821788e+00 2.0122820317\n",
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"35568_at -2.259869e+00 -1.178465e-01 -0.5459334060\n",
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"35571_at 1.783863e+00 1.617794e+00 1.7739414553\n",
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"35585_at -8.257502e-01 -5.382651e-01 1.1554795047\n",
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"35588_at 2.045918e+00 1.358112e+00 1.3199797530\n",
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"35591_at -4.953376e-01 NaN 0.7470808626\n",
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"35594_at 2.361954e-01 -1.072536e+00 0.0076798651\n",
"35595_at 2.159636e+00 1.431487e+00 1.6392685102\n",
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"35597_at NaN 2.279927e+00 2.2666597010\n",
"35598_at 1.958461e+00 2.127384e+00 2.0470635570\n",
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"356_at 2.464105e+00 1.952814e+00 1.9248310449\n",
"35600_at 7.898428e-01 -2.064744e+00 NaN\n",
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"35602_at 2.457184e-01 8.693912e-01 0.4878373481\n",
"35603_at 1.091982e+00 -7.373066e-01 NaN\n",
"35604_at -5.451710e-01 1.032125e+00 0.5123487996\n",
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"35608_at -1.033048e+00 -9.249741e-01 NaN\n",
"35609_at NaN -1.357831e-01 NaN\n",
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"35613_at NaN -2.720165e+00 NaN\n",
"35614_at 2.711297e+00 2.226530e+00 2.0972017352\n",
"35615_at 2.748814e+00 2.118378e+00 2.1376914253\n",
"35616_at -8.692752e+00 9.685433e-01 -1.6911848440\n",
"35617_at 1.389170e+00 1.831126e+00 1.4893833232\n",
"35618_at 2.404216e+00 2.206831e+00 2.1757909690\n",
"35619_at -1.450410e+00 1.213837e+00 1.5374708585\n",
"35620_at 2.634767e+00 2.402267e+00 2.3076604560\n",
"35621_at 2.339442e+00 1.848889e+00 1.8252550965\n",
"35622_at NaN -8.522144e-01 0.8050462602\n",
"35623_at 1.443383e-01 -3.299408e-01 -0.5952051938\n",
"35624_at NaN NaN NaN\n",
"35625_at 7.366585e-01 1.219637e+00 1.2345518440\n",
"35626_at 2.498026e+00 2.468013e+00 2.4766788130\n",
"35627_at NaN NaN -1.4552029636\n",
"35628_at 2.945137e+00 2.749727e+00 2.7499765647\n",
"35629_at 1.610317e+00 2.062278e+00 2.0225325913\n",
"35630_at 2.994096e+00 2.947434e+00 2.9381355063\n",
"35631_at 2.756793e+00 2.547608e+00 2.4321437028\n",
"35632_at 1.422885e+00 1.493661e+00 1.0752092701\n",
"35633_at -1.911214e-01 -1.537992e-01 0.3784919874\n",
"35634_at NaN 4.728959e-01 1.1632924826\n",
"35635_at 1.549818e+00 8.892861e-01 0.9275934243\n",
"35636_at NaN -4.811648e+00 0.5784704086\n",
"35637_at 3.482585e-01 NaN NaN\n",
"35638_at -7.347081e-01 -1.780763e-01 -0.4417104612\n",
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"35641_g_at -1.169624e+01 NaN -0.3987310452\n",
"35642_at 2.039813e+00 1.595459e+00 0.8800305365\n",
"35643_at 2.209378e+00 1.457926e+00 1.5311706594\n",
"35644_at -7.561164e-01 NaN -1.2863711285\n",
"35645_at 9.081935e-01 3.638346e-01 NaN\n",
"35646_at 2.661799e+00 2.456540e+00 2.4746392722\n",
"35647_at 5.239515e-01 1.047223e+00 NaN\n",
"35648_at 1.185827e+00 1.498066e+00 0.9718969950\n",
"35649_at NaN NaN 0.5411319356\n",
"35650_at NaN 9.658796e-01 0.5249158416\n",
"35651_at 1.174431e+00 1.165477e+00 -0.2580130782\n",
"35652_g_at 8.992285e-01 2.284010e-02 NaN\n",
"35653_at 2.584364e+00 2.415456e+00 2.4213613715\n",
"35654_at NaN NaN NaN\n",
"35655_at -2.636265e+00 -2.490787e-01 NaN\n",
"35656_at 2.390896e+00 2.003799e+00 1.6981061766\n",
"35657_at 2.272348e+00 2.115963e+00 2.1912940799\n",
"35658_at -4.592824e-01 -3.674044e-01 -2.0524893716\n",
"35659_at NaN NaN NaN\n",
"35660_at NaN NaN NaN\n",
"35661_g_at NaN NaN NaN\n",
"35662_at 1.204581e+00 3.961706e-01 NaN\n",
"35663_at NaN -3.951892e+00 NaN\n",
"35664_at NaN NaN -1.2679071365\n",
"35665_at 1.281797e+00 1.402274e+00 1.1332390669\n",
"35666_at 2.353918e+00 2.423009e+00 2.5201832034\n",
"35667_at NaN NaN NaN\n",
"35668_at 2.515953e+00 8.387989e-01 0.0695613440\n",
"35669_at 2.027585e+00 1.985648e+00 1.7686993196\n",
"35670_at NaN NaN NaN\n",
"35671_at 2.521761e+00 2.418083e+00 2.3492115235\n",
"35672_at 9.114796e-01 1.423103e+00 1.6451948084\n",
"35673_at 1.819913e+00 1.600492e+00 2.0461950431\n",
"35674_at 3.423281e-02 NaN NaN\n",
"35675_at 8.721228e-01 2.113731e+00 2.1318567507\n",
"35676_at NaN NaN NaN\n",
"35677_at 1.851093e+00 1.100075e+00 0.6515968129\n",
"35678_at NaN NaN NaN\n",
"35679_s_at 3.206930e-01 7.338388e-01 0.0675628707\n",
"35680_r_at -2.877875e+00 3.039677e-01 -0.2882835996\n",
"35681_r_at NaN NaN NaN\n",
"35682_at 1.077761e+00 2.172716e+00 2.0351065954\n",
"35683_at 1.596430e+00 1.666582e+00 1.7448679621\n",
"35684_at 1.444822e+00 1.374184e+00 1.3572278692\n",
"35685_at 2.386067e+00 2.508029e+00 2.5072630816\n",
"35686_s_at 2.229305e+00 1.485671e+00 1.6889992848\n",
"35687_at 1.239554e+00 1.276721e+00 1.7409074006\n",
"35688_g_at 2.608972e+00 1.950805e+00 1.9997090375\n",
"35689_at NaN NaN -0.8488507595\n",
"35690_s_at 1.145963e+00 8.240770e-01 1.3460357369\n",
"35691_r_at NaN 2.922984e-01 0.2584416198\n",
"35692_at NaN NaN NaN\n",
"35693_at 2.814147e+00 2.777604e+00 2.7908128678\n",
"35694_at 1.762195e+00 1.808787e+00 1.2352969694\n",
"35695_at NaN NaN NaN\n",
"35696_s_at -1.459246e+00 NaN -1.6045192133\n",
"35697_at 2.151560e+00 1.545524e+00 1.5038566080\n",
"35698_at NaN 7.769910e-01 NaN\n",
"35699_at 2.188380e+00 NaN -3.0750992496\n",
"357_at 1.732255e+00 1.737357e+00 1.6987095543\n",
"35700_at NaN -1.330271e+00 NaN\n",
"35701_at 1.735022e+00 2.176102e+00 2.1143924342\n",
"35702_at NaN -5.776504e-01 NaN\n",
"35703_at 1.682597e+00 2.010204e+00 2.0650540597\n",
"35704_at 2.190641e+00 1.759756e+00 1.9837519455\n",
"35705_at 2.028120e+00 8.408161e-01 1.4720847422\n",
"35706_at NaN NaN 0.4106270889\n",
"35707_at 2.252878e+00 -6.610951e-01 0.9664302861\n",
"35708_at -4.689657e-01 NaN NaN\n",
"35709_at 4.522966e-01 -7.520081e+00 -0.5292682778\n",
"35710_s_at 2.696983e+00 2.472826e+00 2.4856109448\n",
"35711_at 1.273354e+00 1.405733e+00 1.1937594768\n",
"35712_at NaN NaN -0.6090830825\n",
"35713_at 8.187711e-01 8.160807e-01 -1.9966479403\n",
"35714_at 2.720344e+00 2.628993e+00 2.6244131299\n",
"35715_at 2.287821e+00 2.183107e+00 1.9612209970\n",
"35716_at NaN NaN NaN\n",
"35717_at NaN NaN NaN\n",
"35718_at 1.351753e+00 1.965624e+00 1.7248287717\n",
"35719_at 1.314455e+00 1.271352e+00 1.2754489724\n",
"35720_at 1.654355e+00 1.262004e+00 0.1323713660\n",
"35721_at NaN NaN NaN\n",
"35722_at 1.856660e+00 1.493475e+00 1.4973233626\n",
"35723_at 2.472891e+00 1.973218e+00 1.8141495114\n",
"35724_at 1.433303e+00 -1.039378e+00 -1.1317710881\n",
"35725_at 1.815637e+00 1.814262e+00 1.9487518478\n",
"35726_at 6.691424e-01 4.668785e-01 -0.1024069971\n",
"35727_at 2.309675e+00 2.464028e+00 2.4526776717\n",
"35728_at NaN 1.433426e-01 NaN\n",
"35729_at 1.897282e+00 1.692889e+00 1.7774117398\n",
"35730_at NaN 4.802338e-01 NaN\n",
"35731_at NaN -1.465450e+00 -0.5095167364\n",
"35732_at NaN NaN NaN\n",
"35733_at 2.826236e+00 2.617083e+00 2.6063381960\n",
"35734_at 2.219941e+00 1.568469e+00 1.6299560220\n",
"35735_at NaN -2.825908e-01 NaN\n",
"35736_at 2.295519e+00 2.104359e+00 2.1177142872\n",
"35737_at 2.351274e+00 2.162819e+00 2.0260025592\n",
"35738_at 2.337390e+00 1.853023e+00 1.7090210809\n",
"35739_at 2.044387e+00 1.843343e+00 1.9045160276\n",
"35740_at NaN NaN NaN\n",
"35741_at 1.555286e+00 1.916795e+00 1.8426319983\n",
"35742_at 1.794923e+00 2.275471e+00 2.2868137601\n",
"35743_at 2.542900e+00 2.222365e+00 2.1308637772\n",
"35744_at 2.012790e+00 1.764142e+00 1.8231038114\n",
"35745_f_at 3.145863e+00 2.856920e+00 2.8487729484\n",
"35746_r_at 3.155903e+00 3.004409e+00 3.0002999971\n",
"35747_at 2.932626e+00 2.586499e+00 2.5595151574\n",
"35748_at 3.099000e+00 2.853933e+00 2.7778723735\n",
"35749_at 2.866787e+00 2.745184e+00 2.7582772154\n",
"35750_at 2.346061e+00 2.092973e+00 2.1066200240\n",
"35751_at 2.502060e+00 2.217022e+00 2.1596816461\n",
"35752_s_at -1.104972e+00 NaN NaN\n",
"35753_at 2.790249e+00 2.675508e+00 2.6664282456\n",
"35754_at 2.719633e+00 2.438771e+00 2.3699321363\n",
"35755_at 2.718947e+00 2.442512e+00 2.4767749343\n",
"35756_at 2.526155e+00 2.585260e+00 2.5476795437\n",
"35757_at -7.773750e-01 NaN NaN\n",
"35758_at 2.996365e+00 2.589590e+00 2.5648675090\n",
"35759_at 3.145313e+00 2.817361e+00 2.8161187513\n",
"35760_at 2.870601e+00 2.591065e+00 2.5668051055\n",
"35761_at 2.271718e+00 2.027540e+00 1.8503071612\n",
"35762_at 2.134452e+00 1.826509e+00 1.7835937647\n",
"35763_at 1.073053e+00 2.264085e+00 2.3370408756\n",
"35764_at 1.291631e+00 1.752893e+00 1.7211500542\n",
"35765_at 1.953625e+00 2.251787e+00 2.3731601157\n",
"35766_at 3.531256e+00 3.411974e+00 3.4296431902\n",
"35767_at 2.800973e+00 2.680745e+00 2.6498189865\n",
"35768_at 2.548349e+00 2.417822e+00 2.4088155306\n",
"35769_at 2.695799e+00 2.526955e+00 2.5325128612\n",
"35770_at 3.072955e+00 2.939774e+00 2.9498061287\n",
"35771_at 2.085903e+00 1.768030e+00 1.4959250770\n",
"35772_at 1.028271e+00 6.527116e-01 0.7538522935\n",
"35773_i_at 2.787422e+00 2.569700e+00 2.5900678139\n",
"35774_r_at 2.751688e+00 2.589163e+00 2.6577242468\n",
"35775_at NaN 8.964885e-01 NaN\n",
"35776_at 1.761181e+00 1.409255e+00 1.6038343042\n",
"35777_at 2.485838e+00 2.278473e+00 2.1962580345\n",
"35778_at 1.763961e+00 1.840911e+00 1.7777082831\n",
"35779_at 2.338038e+00 1.972431e+00 1.8772346778\n",
"35780_at 2.586448e+00 2.484630e+00 2.4597141083\n",
"35781_g_at 2.581362e+00 2.525034e+00 2.4264059090\n",
"35782_at 1.083320e+00 NaN 0.5401659975\n",
"35783_at 2.554389e+00 2.490650e+00 2.4100693748\n",
"35784_at 2.207693e+00 1.888552e+00 1.8341282259\n",
"35785_at 3.211508e-01 1.000668e+00 -0.4875804564\n",
"35786_at 2.266926e+00 1.947734e+00 1.9365261457\n",
"35787_at 2.804816e+00 2.565698e+00 2.5835131245\n",
"35788_at 1.291174e+00 1.947462e+00 1.5602999734\n",
"35789_at -6.017838e-01 1.308965e+00 1.0604080660\n",
"35790_at 2.489561e+00 2.099440e+00 1.9333926814\n",
"35791_at 9.528608e-01 9.799633e-01 0.6316982945\n",
"35792_at 1.614457e+00 2.061623e+00 2.1192999274\n",
"35793_at 2.444624e+00 1.966032e+00 2.0241799640\n",
"35794_at -4.637293e-02 8.952491e-01 -0.7095293168\n",
"35795_at 1.227040e+00 1.664605e+00 1.1333208690\n",
"35796_at NaN 1.452001e+00 1.6107195257\n",
"35797_at NaN 5.696189e-01 0.0388240751\n",
"35798_at 2.882730e+00 3.087126e+00 3.0220928642\n",
"35799_at 3.600199e-01 -2.077155e+00 0.1745298318\n",
"358_at NaN -3.139168e-01 0.5471878282\n",
"35800_at 2.392434e+00 2.152474e+00 2.0863129114\n",
"35801_at 2.340574e+00 2.374220e+00 2.2888420231\n",
"35802_at 2.211268e+00 2.120134e+00 2.0151382943\n",
"35803_at 1.529979e+00 2.033663e+00 1.9778757736\n",
"35804_at 1.188232e+00 7.118117e-01 NaN\n",
"35805_at 2.380041e+00 1.943531e+00 1.9872294794\n",
"35806_at 1.746782e+00 1.681117e+00 1.6416962989\n",
"35807_at 3.186554e+00 3.005051e+00 3.0790589487\n",
"35808_at 2.604149e+00 2.383041e+00 2.3733067735\n",
"35809_g_at 2.731272e+00 2.508134e+00 2.4662125807\n",
"35810_at 2.716791e+00 2.528605e+00 2.5481776919\n",
"35811_at 1.805594e+00 1.316648e+00 -0.5577364578\n",
"35812_at 2.213230e+00 2.085988e+00 2.2910620316\n",
"35813_at 2.498058e+00 2.501676e+00 2.4253125451\n",
"35814_at 2.753347e+00 2.439428e+00 2.3956689978\n",
"35815_at NaN NaN -0.0578450404\n",
"35816_at 3.124328e+00 2.987880e+00 2.9418827265\n",
"35817_at NaN NaN NaN\n",
"35818_at 2.759806e+00 2.278363e+00 2.1839546082\n",
"35819_at 2.999319e+00 2.738962e+00 2.6859289405\n",
"35820_at 1.388646e+00 1.166721e+00 1.4885430129\n",
"35821_at 1.986549e+00 1.798665e+00 1.8129253376\n",
"35822_at NaN -1.046115e+00 0.7136804283\n",
"35823_at 3.210418e+00 2.880142e+00 2.8917681241\n",
"35824_at NaN NaN NaN\n",
"35825_s_at NaN NaN -1.9558741503\n",
"35826_at 2.373059e+00 2.261365e+00 2.3841068257\n",
"35827_at 1.967869e+00 1.221943e+00 1.2607678845\n",
"35828_at 2.829809e+00 3.061543e+00 3.0876223500\n",
"35829_at 1.729581e+00 1.826238e+00 1.7230872678\n",
"35830_at 2.806316e+00 2.682491e+00 2.6643483512\n",
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"37314_at -5.512765e-01 NaN NaN\n",
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"37340_at NaN 1.285357e+00 0.5881449791\n",
"37341_at 2.571491e+00 2.238542e+00 2.2506678623\n",
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"37356_r_at NaN -8.589531e-01 -2.0091955320\n",
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"37363_at 1.193927e+00 -4.214704e-01 NaN\n",
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"37368_at 7.274542e-02 NaN -2.5891383721\n",
"37369_s_at NaN 1.557211e+00 -1.3814507717\n",
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"37556_at -1.358039e+00 -1.741276e-01 NaN\n",
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"37785_at NaN 1.246606e+00 1.6357553316\n",
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"37797_at 1.963147e+00 1.112383e+00 1.5089553571\n",
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"37816_at 8.788470e-01 -2.187527e+00 NaN\n",
"37817_at 1.725872e+00 2.070771e+00 2.3570680778\n",
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"37819_at 1.748146e+00 4.132599e-01 NaN\n",
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"37825_at 1.920390e+00 9.377469e-01 NaN\n",
"37826_at 2.058274e+00 1.991209e+00 1.7273103089\n",
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"37829_at -8.837492e-01 NaN NaN\n",
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"37831_at 1.206227e+00 1.510435e+00 1.8978647848\n",
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"37833_at NaN NaN NaN\n",
"37834_at NaN 2.087732e+00 1.9629038354\n",
"37835_at 1.215305e+00 -5.922871e-01 0.0717255036\n",
"37836_at 1.913527e+00 1.349072e+00 1.2280030409\n",
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"37838_at 1.664688e+00 8.215570e-01 -1.1668634253\n",
"37839_at 1.204748e+00 1.016452e+00 1.4923782192\n",
"37840_at NaN -9.896115e-01 NaN\n",
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"37842_at -2.744713e+00 NaN NaN\n",
"37843_i_at -9.235613e-01 NaN -0.7697797472\n",
"37844_at 1.765920e+00 8.287753e-01 -2.2732125502\n",
"37845_at NaN NaN -0.7703713075\n",
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"37852_at NaN NaN NaN\n",
"37853_at 1.724284e+00 1.973126e+00 2.0981883791\n",
"37854_at -7.211545e+00 NaN NaN\n",
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"37856_at NaN NaN NaN\n",
"37857_at 1.202377e+00 -1.808761e-02 -1.9000552078\n",
"37858_at 3.886181e-01 7.472556e-01 1.4344001993\n",
"37859_r_at NaN -1.437975e-01 -1.7940373170\n",
"37860_at 2.257447e+00 2.124748e+00 2.0492465528\n",
"37861_at -1.001509e+00 3.492595e-01 NaN\n",
"37862_at NaN NaN NaN\n",
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"37865_at NaN -9.893619e-01 NaN\n",
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"37867_at NaN -2.995557e-01 -0.5717987593\n",
"37868_s_at NaN NaN NaN\n",
"37869_at 1.356630e+00 1.402938e+00 1.6967213173\n",
"37870_at 2.496756e+00 1.200041e+00 1.6163677296\n",
"37871_at 3.369190e-01 1.606962e-02 -0.4438356146\n",
"37872_at 1.201796e+00 1.772374e+00 1.9569551329\n",
"37873_g_at 1.614603e+00 1.762239e+00 1.3752000678\n",
"37874_at 6.022253e-01 -2.245222e-01 NaN\n",
"37875_at 1.187361e+00 4.770089e-01 1.3640083211\n",
"37876_at -1.234596e+00 1.597755e-01 NaN\n",
"37877_at 9.782268e-01 1.907852e+00 2.0949820932\n",
"37878_at -2.516394e+00 NaN -1.6638366054\n",
"37879_r_at NaN NaN NaN\n",
"37880_at NaN -3.054135e+00 NaN\n",
"37881_at 1.287070e-02 1.268284e-01 NaN\n",
"37882_at 1.956536e+00 1.700596e+00 1.3969179931\n",
"37883_i_at 1.850919e+00 1.644145e+00 1.6959505260\n",
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"37885_at 2.258292e+00 2.503504e+00 2.6004846191\n",
"37886_at 1.657792e+00 1.867048e+00 1.8075862967\n",
"37887_at NaN NaN NaN\n",
"37888_at -9.220364e-01 -8.432920e-01 NaN\n",
"37889_at -1.181539e+00 2.277513e-01 -0.9078358537\n",
"37890_at 3.025335e+00 2.818991e+00 2.8094635315\n",
"37891_at 2.114515e+00 1.901881e+00 1.8188051860\n",
"37892_at NaN NaN NaN\n",
"37893_at 1.754950e+00 1.688226e+00 1.7066685178\n",
"37894_at 1.841387e+00 1.355813e+00 1.3030135138\n",
"37895_at 2.617968e+00 2.425793e+00 2.3808750580\n",
"37896_at -1.490264e+00 NaN NaN\n",
"37897_s_at 2.008200e+00 1.336183e+00 1.9064568395\n",
"37898_r_at 1.821027e+00 2.068790e+00 2.5007495816\n",
"37899_at 2.356481e+00 -2.940715e-01 NaN\n",
"379_at 1.982959e+00 1.251185e+00 1.2658062141\n",
"37900_at 2.585557e+00 2.213280e+00 2.1323773324\n",
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"37902_at 2.120561e+00 1.529064e+00 1.4506254705\n",
"37903_at 4.274628e-01 1.250084e+00 1.6681440526\n",
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"37905_r_at 2.005674e+00 1.934756e+00 2.1411509627\n",
"37906_at NaN NaN NaN\n",
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"37908_at NaN NaN NaN\n",
"37909_at 9.152352e-01 -2.086720e-01 NaN\n",
"37910_at 2.488806e+00 2.339946e+00 2.2926621446\n",
"37911_at 2.377226e+00 2.443504e+00 2.3789088218\n",
"37912_at 2.513796e+00 2.540693e+00 2.4949245605\n",
"37913_at 2.655889e+00 1.745130e-01 NaN\n",
"37914_at 1.804574e+00 2.832456e-01 0.9011213401\n",
"37915_at 1.756693e+00 1.917029e+00 1.7716491353\n",
"37916_at 1.915219e+00 2.043749e+00 2.0788279078\n",
"37917_at 1.450281e+00 1.410578e+00 1.3272740075\n",
"37918_at NaN NaN NaN\n",
"37919_at NaN NaN NaN\n",
"37920_at 8.979266e-01 1.367502e+00 -0.4878104663\n",
"37921_at NaN 6.494418e-01 1.1251227991\n",
"37922_at 7.126057e-01 2.208619e-01 NaN\n",
"37923_at NaN -5.758913e+00 NaN\n",
"37924_g_at 1.182331e+00 1.251632e+00 1.6329551816\n",
"37925_r_at 8.479296e-01 -1.773047e-01 0.7303596292\n",
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"37927_at 2.478843e+00 2.142497e+00 2.0845982027\n",
"37928_at 2.486823e+00 2.066568e+00 1.9615878042\n",
"37929_at 2.498302e+00 2.321140e+00 2.2861025309\n",
"37930_at 1.153451e+00 6.787684e-01 0.4962399961\n",
"37931_at 2.769931e+00 2.658594e+00 2.6226872379\n",
"37932_at -1.496401e+00 -3.267388e-01 1.2574425933\n",
"37933_at NaN 1.808685e-01 -0.0414126824\n",
"37934_at 1.715613e+00 1.630168e+00 1.4854820044\n",
"37935_at 2.338007e+00 1.799416e+00 0.6919340615\n",
"37936_at 2.382905e+00 1.676252e+00 1.8414645984\n",
"37937_at NaN NaN NaN\n",
"37938_at -6.714834e-01 5.470472e-01 -0.9905288600\n",
"37939_at 1.886786e+00 2.142331e+00 2.3475911259\n",
"37940_f_at NaN NaN NaN\n",
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"37942_at NaN NaN NaN\n",
"37943_at 1.793723e+00 1.787604e+00 1.8364798737\n",
"37944_at 2.395641e+00 1.921077e+00 1.5569534493\n",
"37945_at 2.402226e+00 1.710087e+00 1.7343091425\n",
"37946_at 2.430091e+00 2.225432e+00 2.2586408731\n",
"37947_at 2.570622e+00 2.496492e+00 2.4913946658\n",
"37948_at 2.000227e+00 1.991508e+00 1.9918423339\n",
"37949_at NaN NaN 1.0122101447\n",
"37950_at 1.917957e+00 2.203748e+00 1.7979491845\n",
"37951_at 1.993545e+00 1.211645e+00 1.0212143903\n",
"37952_at NaN -8.192628e-01 0.3280961981\n",
"37953_s_at NaN -2.189283e+00 NaN\n",
"37954_at NaN NaN NaN\n",
"37955_at 2.870510e+00 2.729295e+00 2.6851638076\n",
"37956_at 2.219370e+00 2.397827e+00 2.5066236083\n",
"37957_at -2.399826e+00 6.648854e-01 1.0118591703\n",
"37958_at NaN NaN NaN\n",
"37959_at 1.910531e+00 1.861429e+00 1.9403587794\n",
"37960_at -1.293943e+00 -1.934036e+00 1.3636141728\n",
"37961_at 2.604233e+00 2.504411e+00 2.5213154711\n",
"37962_r_at 1.926990e+00 1.716081e+00 1.4800443342\n",
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"37964_at 2.254861e+00 1.842602e+00 1.6826092636\n",
"37965_at 1.563387e+00 8.589289e-01 0.3954135398\n",
"37966_at 6.203548e-01 -1.201550e+00 0.6643245655\n",
"37967_at NaN NaN NaN\n",
"37968_at 1.375298e+00 1.638591e+00 1.3100433858\n",
"37969_at 1.237400e+00 1.609559e+00 1.7140187336\n",
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"37972_at 6.774802e-01 4.943850e-01 -2.5483215599\n",
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"37974_at 1.699838e+00 1.375792e+00 1.4479526652\n",
"37975_at NaN NaN NaN\n",
"37976_at 1.326789e+00 1.443957e+00 1.6981389394\n",
"37977_at 1.937231e+00 1.894335e+00 1.7589876590\n",
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"38591_at NaN -8.436491e-01 -1.7972775418\n",
"38592_s_at 2.683183e+00 2.622693e+00 2.6178789409\n",
"38593_r_at NaN NaN NaN\n",
"38594_i_at NaN 1.154730e+00 -0.2899764532\n",
"38595_r_at -3.941227e-01 1.295521e+00 0.7831178637\n",
"38596_i_at NaN NaN NaN\n",
"38597_f_at 1.355997e+00 1.605690e+00 1.5345551620\n",
"38598_at NaN NaN NaN\n",
"38599_s_at 2.209465e+00 2.372897e+00 2.3801628764\n",
"386_g_at NaN NaN NaN\n",
"38600_r_at -6.278063e+00 NaN -1.4668492034\n",
"38601_at NaN 5.526075e-01 0.4704312207\n",
"38602_at 4.056308e-01 5.936098e-01 0.0732494720\n",
"38603_at NaN NaN -0.2426803040\n",
"38604_at -9.070026e-02 NaN NaN\n",
"38605_at 3.019504e+00 2.729483e+00 2.6814570697\n",
"38606_at NaN NaN NaN\n",
"38607_at 1.766597e+00 1.544934e+00 1.6732998939\n",
"38608_at NaN NaN NaN\n",
"38609_at NaN NaN NaN\n",
"38610_s_at 2.767208e+00 2.457110e+00 2.5599332187\n",
"38611_at NaN NaN NaN\n",
"38612_at 2.473870e+00 2.229133e+00 2.0554838430\n",
"38613_at 2.831773e+00 2.646739e+00 2.7140179610\n",
"38614_s_at 2.296462e+00 1.841098e+00 1.7634944186\n",
"38615_at NaN NaN NaN\n",
"38616_at NaN -8.628766e-01 -1.6312360639\n",
"38617_at 2.135516e+00 1.935621e+00 1.7760016745\n",
"38618_at 2.691639e+00 2.433687e+00 2.3685598173\n",
"38619_at -9.332342e-01 NaN NaN\n",
"38620_at 1.892439e+00 1.286854e+00 1.1769570376\n",
"38621_at 2.700776e+00 2.788834e+00 2.7614058052\n",
"38622_at 1.604882e+00 2.120070e+00 2.2833761758\n",
"38623_at 9.268461e-01 3.959295e-01 0.6063383707\n",
"38624_at 1.537038e+00 1.587609e+00 1.7064370468\n",
"38625_g_at NaN -3.471436e+00 0.0834540739\n",
"38626_at 1.912190e+00 2.043583e+00 1.7659387758\n",
"38627_at 2.338440e-01 1.366659e+00 -0.1374678981\n",
"38628_at 2.363074e+00 2.120739e+00 2.1326010056\n",
"38629_at 1.770387e+00 1.801721e+00 1.7150214518\n",
"38630_at 1.634458e+00 9.308401e-01 1.0074436982\n",
"38631_at 1.376030e+00 9.766325e-01 1.2122349998\n",
"38632_at NaN -7.486250e+00 NaN\n",
"38633_at 2.440162e+00 2.331684e+00 2.2442284804\n",
"38634_at -9.673147e-01 NaN NaN\n",
"38635_at 3.116103e+00 2.943350e+00 2.9703214315\n",
"38636_at 2.199633e+00 2.091267e+00 2.1861419848\n",
"38637_at 6.993399e-01 -4.442793e-01 NaN\n",
"38638_at 1.308752e+00 -4.293797e-02 1.3229168427\n",
"38639_at NaN 1.612806e+00 1.7895165253\n",
"38640_at 2.243260e+00 2.361612e+00 2.3021453644\n",
"38641_at 2.301341e+00 2.347584e+00 2.2706159155\n",
"38642_at 6.160327e-01 1.538996e+00 1.3751534050\n",
"38643_at NaN NaN NaN\n",
"38644_at NaN NaN 0.5331741180\n",
"38645_at -4.188986e-01 NaN NaN\n",
"38646_s_at -3.302380e+00 -6.340724e-01 0.7267671688\n",
"38647_at 3.111940e+00 2.971497e+00 2.9212164675\n",
"38648_at 2.607201e+00 2.226364e+00 2.2842151478\n",
"38649_at 2.075576e+00 1.987540e+00 1.7340743684\n",
"38650_at 1.036895e+00 1.788941e+00 1.6102067208\n",
"38651_at 2.383917e+00 2.431433e+00 2.3984417657\n",
"38652_at 2.367178e+00 2.281914e+00 2.2223651768\n",
"38653_at 1.917184e+00 2.629450e+00 2.6085781878\n",
"38654_at 2.418637e+00 2.108745e+00 1.9690789727\n",
"38655_at 2.613319e+00 2.242779e+00 2.3187959272\n",
"38656_s_at 2.704443e+00 2.237651e+00 2.2064578074\n",
"38657_s_at 2.886894e+00 2.800274e+00 2.7652894093\n",
"38658_at NaN -1.621070e+00 NaN\n",
"38659_at 2.357666e+00 1.987564e+00 1.8966439634\n",
"38660_at 1.567228e+00 1.457319e+00 1.2413194792\n",
"38661_at 1.262657e-01 2.287101e+00 2.2714187034\n",
"38662_at 2.381139e+00 2.156895e+00 2.0982175657\n",
"38663_at 3.180199e+00 2.851319e+00 2.8777395022\n",
"38664_at 2.257583e+00 2.115127e+00 1.8293950179\n",
"38665_at 2.059766e+00 2.065273e+00 1.8940250200\n",
"38666_at 1.698658e+00 1.815583e+00 1.8729117266\n",
"38667_at 2.441238e+00 1.927747e+00 1.6840042764\n",
"38668_at 1.246204e+00 1.022755e+00 0.4458109279\n",
"38669_at -9.911968e-01 1.147786e+00 -3.5620255244\n",
"38670_at 2.567983e+00 2.250322e+00 2.1266300914\n",
"38671_at 2.676253e+00 2.823471e+00 2.8193968473\n",
"38672_at 2.413657e+00 2.125465e+00 2.1222296827\n",
"38673_s_at NaN NaN NaN\n",
"38674_at 2.388134e+00 2.209588e+00 2.1514296204\n",
"38675_at 2.534312e+00 2.233961e+00 2.1984576036\n",
"38676_at 1.087664e+00 -4.519504e-01 -3.1156136723\n",
"38677_at -2.335557e+00 NaN 0.3982701993\n",
"38678_at 1.995833e+00 1.277240e+00 1.0173282784\n",
"38679_g_at 3.120618e+00 2.813610e+00 2.7827946563\n",
"38680_at 1.979023e+00 1.546328e+00 1.5857472179\n",
"38681_at 2.950045e+00 2.761610e+00 2.7315160367\n",
"38682_at NaN NaN NaN\n",
"38683_s_at 2.069784e+00 1.997358e+00 2.0341596059\n",
"38684_at 1.679301e+00 2.970253e-01 0.8514030604\n",
"38685_at 1.639858e+00 1.466855e+00 -1.8197796895\n",
"38686_at 2.724949e+00 2.525886e+00 2.5883118756\n",
"38687_at 2.586016e+00 2.129107e+00 1.9368074581\n",
"38688_at 2.634034e+00 2.495195e+00 2.4872614516\n",
"38689_at 2.454384e+00 2.165341e+00 2.0283278395\n",
"38690_at 2.205711e+00 2.028262e+00 2.0967782320\n",
"38691_s_at -3.288013e-01 1.236557e+00 0.7647128508\n",
"38692_at 2.125383e+00 1.569838e+00 1.4286636645\n",
"38693_at 1.808831e+00 1.459558e+00 0.4119446553\n",
"38694_at 1.890257e+00 1.328079e+00 -0.7839598817\n",
"38695_at 2.458106e+00 2.269799e+00 2.2751284887\n",
"38696_at NaN NaN NaN\n",
"38697_at 1.706730e+00 2.321272e+00 2.2839733336\n",
"38698_at 2.060393e+00 1.575816e+00 1.4521587655\n",
"38699_at NaN NaN NaN\n",
"387_at 2.186663e+00 1.874775e+00 1.8110728455\n",
"38700_at 2.726244e+00 2.758671e+00 2.8535686611\n",
"38701_at -3.096664e+00 5.196226e-01 1.8186617474\n",
"38702_at 2.890809e+00 2.392103e+00 2.3363463841\n",
"38703_at 2.806030e+00 2.651018e+00 2.6538320423\n",
"38704_at 1.530572e+00 1.633968e+00 1.7258567817\n",
"38705_at 2.477821e+00 1.997486e+00 1.9352500171\n",
"38706_at NaN NaN NaN\n",
"38707_r_at 1.052585e+00 1.913731e+00 2.1564005199\n",
"38708_at 3.328321e+00 2.989337e+00 2.8940984397\n",
"38709_at 2.266483e+00 2.118381e+00 2.1136751614\n",
"38710_at 2.845293e+00 2.723621e+00 2.8035509891\n",
"38711_at 2.163943e+00 1.333419e+00 1.0325004920\n",
"38712_at 1.836945e+00 1.380684e+00 0.1915268995\n",
"38713_at 2.256930e+00 2.171823e+00 2.2344819892\n",
"38714_at NaN NaN NaN\n",
"38715_at NaN NaN 1.1602312623\n",
"38716_at 2.466388e+00 2.295508e+00 2.3253970770\n",
"38717_at 1.427469e+00 NaN NaN\n",
"38718_at 2.487822e+00 2.199412e+00 2.3348376315\n",
"38719_at 2.395591e+00 2.165957e+00 2.2533179366\n",
"38720_at 3.043667e+00 2.684973e+00 2.7011092647\n",
"38721_at 2.068806e+00 2.410461e+00 2.3319781891\n",
"38722_at NaN NaN 0.0603229552\n",
"38723_at -3.983977e-01 NaN NaN\n",
"38724_at 2.411166e+00 2.349121e+00 2.4204540613\n",
"38725_s_at 2.552821e+00 2.127286e+00 2.1666725617\n",
"38726_at 2.670409e+00 2.430796e+00 2.3630702028\n",
"38727_at 2.150439e+00 1.350913e+00 1.5743228291\n",
"38728_at 2.229246e+00 1.560416e+00 1.2526905944\n",
"38729_at 3.059460e+00 2.627630e+00 2.5805349321\n",
"38730_at 2.569570e+00 2.455579e+00 2.3185903266\n",
"38731_at NaN NaN NaN\n",
"38732_at 2.687035e+00 2.370068e+00 2.3493510781\n",
"38733_at 2.906849e+00 2.568924e+00 2.5722094502\n",
"38734_at -4.011057e+00 NaN 0.7356117736\n",
"38735_at 1.490714e+00 2.554519e+00 2.5279189512\n",
"38736_at 2.602568e+00 2.410232e+00 2.4028822448\n",
"38737_at -2.003907e+00 NaN NaN\n",
"38738_at 2.999762e+00 2.757663e+00 2.7651971280\n",
"38739_at 1.323517e+00 1.021751e+00 1.0870020751\n",
"38740_at 2.314823e+00 2.469929e+00 2.5241570356\n",
"38741_at 2.375135e+00 2.460710e+00 2.5142787658\n",
"38742_s_at NaN NaN NaN\n",
"38743_f_at 2.641973e+00 2.404280e+00 2.4028955690\n",
"38744_at 2.625841e+00 2.381238e+00 2.4039650459\n",
"38745_at 2.219546e+00 1.758851e+00 1.6070250751\n",
"38746_at NaN 1.333465e+00 0.8715475508\n",
"38747_at 1.727786e+00 1.717889e+00 1.6303926240\n",
"38748_at 1.820836e+00 1.329322e+00 1.5968522509\n",
"38749_at 9.750549e-01 2.226705e+00 2.1625395823\n",
"38750_at 2.633114e+00 2.734353e+00 2.7224207502\n",
"38751_i_at 3.216895e+00 3.048232e+00 2.9928684446\n",
"38752_r_at 2.754551e+00 2.874931e+00 2.8989691261\n",
"38753_at 2.530751e+00 2.323143e+00 2.3519551737\n",
"38754_at -4.421775e-01 -1.427632e-02 1.2475898981\n",
"38755_at 2.579399e+00 2.330937e+00 2.3670151704\n",
"38756_at 1.937376e+00 3.052606e-01 1.0409343271\n",
"38757_at 2.418847e+00 2.121080e+00 1.9538565847\n",
"38758_at 2.902682e+00 2.781262e+00 2.8113635371\n",
"38759_at NaN NaN -0.1831191684\n",
"38760_f_at NaN -1.362683e+00 NaN\n",
"38761_s_at 2.255660e+00 2.220401e+00 2.2254708246\n",
"38762_at 2.649098e+00 2.329073e+00 2.2276952275\n",
"38763_at 2.449888e+00 1.410328e+00 1.0027193266\n",
"38764_at 2.255346e+00 1.685925e+00 1.5815551849\n",
"38765_at 2.028716e+00 1.039568e+00 0.7612307083\n",
"38766_at 1.778564e+00 2.312315e+00 2.3289309060\n",
"38767_at -5.030663e+00 -5.959861e-01 -5.1017340562\n",
"38768_at 2.337588e+00 2.224895e-01 0.9382415876\n",
"38769_at -9.518114e-01 -2.031155e-01 0.9397631356\n",
"38770_at NaN NaN NaN\n",
"38771_at 2.765648e+00 2.474712e+00 2.5570258782\n",
"38772_at 6.652146e-01 1.064058e+00 0.5421345376\n",
"38773_at NaN NaN NaN\n",
"38774_at 1.800480e+00 1.528777e+00 1.1687528236\n",
"38775_at NaN 4.795889e-01 0.4108555228\n",
"38776_at -7.874746e-01 NaN NaN\n",
"38777_at NaN -9.076794e-02 NaN\n",
"38778_at 2.589438e+00 2.401112e+00 2.3334699683\n",
"38779_r_at 2.926799e+00 2.694807e+00 2.7460321122\n",
"38780_at 2.700239e+00 2.338570e+00 2.2756856482\n",
"38781_at NaN NaN NaN\n",
"38782_at 2.195117e+00 2.046351e+00 1.8897947714\n",
"38783_at NaN 2.083086e+00 2.1726700548\n",
"38784_g_at NaN 2.316596e+00 2.3247793328\n",
"38785_at 1.040462e+00 1.886720e+00 1.7646915072\n",
"38786_at NaN 2.078936e-01 1.0159517050\n",
"38787_at NaN NaN NaN\n",
"38788_at 1.085130e+00 2.007966e+00 1.6872223458\n",
"38789_at 3.064046e+00 2.760586e+00 2.7046996144\n",
"38790_at 1.559923e+00 8.077140e-01 -1.9208769567\n",
"38791_at 3.041002e+00 2.893785e+00 2.8899059560\n",
"38792_at 2.354072e+00 2.103946e+00 2.1309536658\n",
"38793_at NaN NaN NaN\n",
"38794_at 2.539652e+00 2.102012e+00 2.1469657200\n",
"38795_s_at 2.301079e+00 1.990216e+00 1.9796953660\n",
"38796_at NaN NaN NaN\n",
"38797_at 2.396996e+00 1.911922e+00 1.7555553555\n",
"38798_s_at 2.456947e+00 2.443508e+00 2.4444731589\n",
"38799_at 1.782766e+00 2.253099e+00 2.3660177206\n",
"388_at 2.005054e+00 2.236513e+00 2.2049224652\n",
"38800_at NaN -5.449869e-01 -3.5523572480\n",
"38801_at 2.545652e+00 2.242181e+00 2.2591345997\n",
"38802_at 2.793830e+00 2.380329e+00 2.3437623054\n",
"38803_at NaN -1.070767e-02 1.0904529950\n",
"38804_at 2.662647e+00 2.173788e+00 2.0393443753\n",
"38805_at 2.540668e+00 2.481105e+00 2.4502125425\n",
"38806_at NaN NaN NaN\n",
"38807_at NaN NaN -2.2609189137\n",
"38808_at 3.016013e+00 2.921607e+00 2.9054363670\n",
"38809_s_at 2.261835e+00 2.248731e+00 2.1944944697\n",
"38810_at 1.946198e+00 2.042896e+00 2.0671640161\n",
"38811_at 2.804500e+00 2.279378e+00 2.2208286850\n",
"38812_at 2.180427e+00 2.505191e+00 2.4725749328\n",
"38813_at 2.473046e+00 2.380016e+00 2.4393158677\n",
"38814_at 2.698542e+00 2.434100e+00 2.3691970077\n",
"38815_at 2.149840e+00 1.880584e+00 1.7211778297\n",
"38816_at 1.938748e+00 1.859926e+00 1.8933699175\n",
"38817_at 2.681870e+00 2.538668e+00 2.5487477108\n",
"38818_at 2.656344e+00 2.195255e+00 2.2371213339\n",
"38819_at -1.102154e-01 -1.442185e+00 NaN\n",
"38820_at 2.247524e+00 1.622275e+00 1.6447934778\n",
"38821_at 2.038368e+00 1.899469e+00 1.7728734568\n",
"38822_at 1.171041e+00 4.790275e-01 1.5970904128\n",
"38823_s_at -3.726868e-02 NaN NaN\n",
"38824_at 2.360502e+00 2.104112e+00 2.0171836614\n",
"38825_at NaN 4.271509e-01 NaN\n",
"38826_at -2.338873e+00 NaN NaN\n",
"38827_at 2.747176e+00 NaN NaN\n",
"38828_s_at 2.452671e+00 2.119472e+00 1.8591752269\n",
"38829_r_at 1.481435e+00 1.494825e+00 1.7741365192\n",
"38830_at 2.481536e+00 2.404948e+00 2.3871591878\n",
"38831_f_at 2.932068e+00 2.725573e+00 2.7525678789\n",
"38832_r_at 2.273098e+00 2.575898e+00 2.6859011224\n",
"38833_at NaN NaN NaN\n",
"38834_at 2.222105e+00 1.650925e+00 1.3728144562\n",
"38835_at 2.602590e+00 2.486918e+00 2.3985084267\n",
"38836_at 1.225259e+00 1.308764e+00 0.8720344465\n",
"38837_at 1.335823e+00 5.376865e-02 -5.1368342356\n",
"38838_at NaN NaN NaN\n",
"38839_at 2.933874e+00 2.572646e+00 2.5697288150\n",
"38840_s_at 2.996712e+00 2.537051e+00 2.5020042198\n",
"38841_at 2.440260e+00 2.109798e+00 2.3266803858\n",
"38842_at 2.253909e+00 2.313903e+00 2.2311354491\n",
"38843_at 2.068662e+00 1.397241e+00 1.5260737638\n",
"38844_at 1.831765e+00 1.555663e+00 1.4457154289\n",
"38845_at 1.748730e+00 1.994765e+00 2.1790565758\n",
"38846_at 2.487630e+00 2.234731e+00 2.1138277896\n",
"38847_at 1.824416e+00 -3.544031e+00 0.5696504744\n",
"38848_at NaN -1.454177e-01 1.0392351193\n",
"38849_at 2.452412e+00 2.015631e+00 1.9982029623\n",
"38850_at 1.031247e+00 1.518500e+00 1.6623717993\n",
"38851_at 9.781975e-01 4.508111e-01 1.6344119659\n",
"38852_at -1.475217e+00 NaN NaN\n",
"38853_at NaN NaN NaN\n",
"38854_at 1.692647e+00 1.713784e+00 1.4725777169\n",
"38855_s_at 2.608103e+00 1.778785e+00 1.5445054359\n",
"38856_at NaN NaN 0.6769241089\n",
"38857_r_at -8.146170e-01 -2.201809e+00 0.8213709882\n",
"38858_at NaN 1.139830e+00 1.9391611927\n",
"38859_at NaN NaN NaN\n",
"38860_at -5.496729e-01 6.607313e-01 1.8693298231\n",
"38861_at NaN 4.982110e-01 NaN\n",
"38862_at 1.674431e-01 8.398190e-01 1.5412798544\n",
"38863_at 2.511183e+00 1.123396e+00 1.3010813977\n",
"38864_at 2.360869e+00 1.899647e+00 1.6866152589\n",
"38865_at 8.090394e-01 6.143039e-01 1.6170421371\n",
"38866_at -2.160950e-01 2.347824e-01 -0.5938861142\n",
"38867_g_at NaN NaN NaN\n",
"38868_at NaN NaN NaN\n",
"38869_at -1.338076e+00 NaN NaN\n",
"38870_at NaN NaN NaN\n",
"38871_at 9.882225e-01 NaN -1.2392216627\n",
"38872_at NaN 9.468680e-01 NaN\n",
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"39284_at 5.143735e-01 7.924366e-01 0.9157473321\n",
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"39315_at 3.170268e-01 7.967762e-01 0.7848448323\n",
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"39327_at 2.309978e+00 2.469970e+00 2.5673487079\n",
"39328_at 2.143700e+00 1.440405e+00 1.5515747257\n",
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"39334_s_at NaN 9.348860e-01 -7.4050179856\n",
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"39345_at 2.779216e+00 2.591024e+00 2.5670534966\n",
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"39348_at 2.363181e+00 2.519577e+00 2.4386669320\n",
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"39351_at 2.003981e+00 2.128973e+00 2.0490630567\n",
"39352_at NaN 5.123501e-01 -1.4499700440\n",
"39353_at 2.845177e+00 2.324130e+00 2.2927272731\n",
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"39358_at 2.657373e+00 2.519690e+00 2.4143044927\n",
"39359_s_at NaN 9.316567e-01 NaN\n",
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"39361_f_at -2.568124e+00 -1.554496e-01 NaN\n",
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"39365_i_at NaN -3.544035e+00 NaN\n",
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"39367_at 2.524095e+00 2.077380e+00 1.9366016559\n",
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"39384_at NaN NaN NaN\n",
"39385_at NaN 6.302939e-01 0.1761477219\n",
"39386_at 2.277532e+00 2.127698e+00 2.1089179230\n",
"39387_at -5.506388e-01 -1.965718e+00 0.1951206478\n",
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"39393_r_at NaN NaN NaN\n",
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"39395_at NaN -2.531391e+00 -0.8248467447\n",
"39396_at 2.426903e+00 1.934932e+00 1.9289292404\n",
"39397_at 2.613864e+00 2.111798e+00 2.2348326818\n",
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"394_at 1.296408e+00 1.068542e+00 0.0292391183\n",
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"39401_at 2.765572e+00 2.530633e+00 2.5476392857\n",
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"39406_at 7.688101e-01 1.697734e+00 2.2557116038\n",
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"39408_at 1.690657e+00 1.262180e+00 1.4761953893\n",
"39409_at NaN -6.117130e-01 0.1256251176\n",
"39410_at 1.668780e+00 1.387212e+00 1.3739518637\n",
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"39413_at NaN NaN NaN\n",
"39414_at -5.586809e-01 -1.794527e+00 -6.4274100563\n",
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"39420_at 1.265954e+00 2.654282e+00 2.6308703305\n",
"39421_at NaN 1.860958e+00 1.2713671177\n",
"39422_at 5.983863e-01 NaN -0.2335273173\n",
"39423_f_at 2.431774e+00 2.416256e+00 2.2328892831\n",
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"39432_at 1.822343e+00 1.770982e+00 1.2571511486\n",
"39433_at NaN NaN -3.8255811285\n",
"39434_at 1.767531e+00 1.736745e+00 1.6311661031\n",
"39435_at 2.431141e+00 2.248660e+00 2.2573942084\n",
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"39445_at 2.352101e+00 2.165590e+00 2.2152451937\n",
"39446_s_at NaN 1.353232e-02 -3.1903476708\n",
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"39450_s_at 2.004113e+00 1.775777e+00 1.7858117325\n",
"39451_i_at -1.616764e+00 9.331448e-01 1.5753342879\n",
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"39463_at NaN NaN NaN\n",
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"40196_at 1.418121e+00 2.288231e-01 NaN\n",
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"40203_at 2.548816e+00 2.368314e+00 2.4051537745\n",
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"40210_at 2.597273e+00 2.525932e+00 2.4952242486\n",
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"40213_at 1.274034e-01 -7.630823e-01 -2.1085809763\n",
"40214_at 1.246586e+00 -8.039484e-01 -0.9202046367\n",
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"40228_at NaN 2.057424e-01 1.1791460708\n",
"40229_at 2.345706e+00 1.992704e+00 2.0263413458\n",
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"40242_at 1.648080e-01 NaN NaN\n",
"40243_at NaN NaN 1.1192237766\n",
"40244_s_at 2.020188e+00 1.708170e+00 1.3264341958\n",
"40245_at -1.539696e+00 NaN -0.6625774213\n",
"40246_at 1.329444e+00 4.988185e-01 0.5647315601\n",
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"40248_at NaN NaN NaN\n",
"40249_at NaN 2.502982e+00 2.5057489439\n",
"40250_at 1.371750e+00 -3.121861e-01 NaN\n",
"40251_at NaN NaN NaN\n",
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"40253_at 2.101819e+00 1.723675e+00 1.2661839145\n",
"40254_s_at NaN 1.383103e+00 -1.4943622954\n",
"40255_at 1.822603e+00 1.212406e+00 1.7205526939\n",
"40256_at NaN NaN NaN\n",
"40257_at -7.293175e-01 1.223019e+00 1.8690216584\n",
"40258_at 1.914185e+00 1.881209e+00 1.5036993209\n",
"40259_at NaN NaN NaN\n",
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"40261_at -2.311784e+00 -5.638048e-01 NaN\n",
"40262_at 9.529015e-01 -9.877395e-01 0.8055364296\n",
"40263_at 1.488011e+00 1.688647e+00 1.5181419761\n",
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"40265_s_at NaN -4.973966e-01 -5.2600823516\n",
"40266_at 1.327871e+00 1.571656e+00 1.6321679889\n",
"40267_s_at 8.577142e-01 1.593579e+00 1.2357165942\n",
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"40277_at -1.269386e+00 6.402933e-01 NaN\n",
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"40279_at 2.454007e+00 2.230688e+00 2.2920061068\n",
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"40281_at 3.042118e+00 2.825749e+00 2.7827838438\n",
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"40295_at 3.585617e-01 1.711758e+00 2.2627280469\n",
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"40298_at -8.791706e-01 1.905336e+00 1.9162582109\n",
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"40301_at NaN NaN NaN\n",
"40302_at 1.574207e+00 1.958195e+00 1.9918351327\n",
"40303_at 2.696604e+00 2.476246e+00 2.3653336213\n",
"40304_at 5.807825e-01 NaN NaN\n",
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"40307_at NaN NaN NaN\n",
"40308_at 2.059605e+00 1.359809e+00 1.4367011241\n",
"40309_at 1.229888e+00 8.900548e-01 0.9164039119\n",
"40310_at NaN 7.638993e-01 -1.1324418885\n",
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"40313_at NaN NaN NaN\n",
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"40321_at -2.585390e+00 -1.636500e+00 NaN\n",
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"40323_at -2.261540e+00 NaN NaN\n",
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"40328_at -4.679877e+00 NaN -0.1308720685\n",
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"40333_at 1.609330e-01 8.754907e-01 0.7214843239\n",
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"40335_at NaN -3.828516e-01 NaN\n",
"40336_at 2.273206e+00 1.962757e+00 2.0638043203\n",
"40337_at 1.042805e+00 1.649098e+00 1.5485333628\n",
"40338_at -1.138179e+00 2.429084e-01 -0.1523758430\n",
"40339_at 6.932473e-01 6.167551e-01 -2.4321823913\n",
"40340_at NaN NaN NaN\n",
"40341_at 7.898735e-01 9.129920e-01 NaN\n",
"40342_at NaN NaN 0.6068303721\n",
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"40344_at NaN NaN -4.4506604816\n",
"40345_at 1.296653e+00 5.572492e-01 0.6147125187\n",
"40346_at NaN NaN NaN\n",
"40347_at 1.788108e+00 9.954450e-01 0.3005611522\n",
"40348_s_at 1.675199e+00 7.905446e-01 NaN\n",
"40349_at -7.348347e-01 3.774295e-01 NaN\n",
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"40351_at -1.135224e+00 -3.214682e+00 NaN\n",
"40352_at NaN -1.334310e-01 0.1514743702\n",
"40353_at 2.401994e+00 1.944069e+00 1.9479210818\n",
"40354_at 1.316126e+00 NaN NaN\n",
"40355_at 1.700422e+00 1.218742e+00 NaN\n",
"40356_at NaN 7.413418e-02 NaN\n",
"40357_at NaN NaN NaN\n",
"40358_at NaN NaN 0.5289569664\n",
"40359_at 2.043206e+00 2.378604e+00 2.4847411805\n",
"40360_at 2.496513e+00 2.155024e+00 2.1589933159\n",
"40361_at -7.389033e-01 NaN -1.2570845592\n",
"40362_at NaN 1.904522e+00 1.6161037357\n",
"40363_r_at 4.048998e-01 -8.935641e-01 0.4047901502\n",
"40364_at 2.113010e+00 1.205392e+00 0.9716323674\n",
"40365_at -3.333143e+00 2.288797e-01 NaN\n",
"40366_at NaN NaN NaN\n",
"40367_at NaN NaN NaN\n",
"40368_r_at NaN NaN NaN\n",
"40369_f_at 2.396798e+00 2.609018e+00 2.5587700298\n",
"40370_f_at 2.343203e+00 2.393276e+00 2.2867791694\n",
"40371_at NaN -4.014345e-02 1.2627084322\n",
"40372_at NaN -2.562472e+00 0.1629698471\n",
"40373_at -7.820719e-01 -9.241302e-01 NaN\n",
"40374_at NaN NaN NaN\n",
"40375_at 2.092783e+00 NaN NaN\n",
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"40599_at -4.359065e-01 NaN 0.1286790765\n",
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"40604_at 1.531415e+00 9.943137e-01 1.5239850486\n",
"40605_at 2.232799e+00 2.148146e+00 1.6906656813\n",
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"40612_at -1.615616e+00 -1.948688e+00 NaN\n",
"40613_at 2.181689e+00 1.403587e+00 1.1374572486\n",
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"40616_at 6.947497e-01 -1.244805e-01 NaN\n",
"40617_at 2.469957e+00 2.189992e+00 2.1364929345\n",
"40618_at 2.544396e+00 2.346327e+00 2.0682598928\n",
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"40684_at 2.288253e+00 2.008891e+00 2.0854430263\n",
"40685_at -6.017870e-01 1.337211e+00 -2.1103318540\n",
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"40696_at 2.036281e+00 1.796045e+00 1.5604531079\n",
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"40712_at 1.196641e+00 1.761440e+00 1.9192736406\n",
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"40724_at 1.977596e+00 9.633642e-01 0.7341439485\n",
"40725_at 2.252812e+00 1.967982e+00 1.5887458371\n",
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"40729_s_at NaN 1.316140e+00 1.4521997146\n",
"40730_at NaN -2.564945e+00 -3.1677215558\n",
"40731_at 1.497594e+00 NaN NaN\n",
"40732_at 1.552878e+00 2.750921e-01 -0.3394714057\n",
"40733_f_at 2.171527e+00 2.187799e+00 2.0213549030\n",
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"40739_at 1.619429e+00 2.176295e+00 2.2603138766\n",
"40740_at 1.334353e+00 1.210245e+00 1.2175489121\n",
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"40745_at 2.968820e+00 2.340285e+00 2.4738937560\n",
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"40752_at NaN 4.774705e-01 0.2842445314\n",
"40753_at 7.896195e-01 NaN 0.9479773486\n",
"40754_at 2.112287e+00 1.603104e+00 1.8407870105\n",
"40755_at 2.556080e+00 2.195491e+00 2.1835386307\n",
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"40758_at 2.221000e+00 1.962383e+00 1.9341675992\n",
"40759_at 1.686485e+00 1.454618e+00 1.7017291782\n",
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"40764_at 2.789245e+00 2.362040e+00 2.3130404816\n",
"40765_at 2.471793e+00 2.216825e+00 2.2673121473\n",
"40766_at NaN NaN -1.3577755653\n",
"40767_at 2.039569e+00 2.627701e+00 2.6175362590\n",
"40768_s_at 1.912743e+00 1.863237e+00 1.8438266733\n",
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"40771_at 5.586798e-02 7.209220e-02 0.1327821728\n",
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"40773_at -1.228942e+00 -1.042311e+00 0.8977115689\n",
"40774_at 3.085865e+00 2.651413e+00 2.6324155094\n",
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"40777_at 2.835534e+00 2.475609e+00 2.5683569747\n",
"40778_at 2.807047e+00 2.496554e+00 2.5153984452\n",
"40779_at 1.667199e+00 1.278185e+00 1.3424601806\n",
"40780_at 2.618693e+00 2.327835e+00 2.3003392969\n",
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"40783_s_at 2.741159e+00 2.604843e+00 2.5841998356\n",
"40784_at 2.139238e+00 2.045316e+00 1.9757962698\n",
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"40786_at 2.054601e+00 1.911814e+00 1.7716813357\n",
"40787_at 2.242159e+00 2.278057e+00 1.9973999095\n",
"40788_at 2.632281e+00 2.194465e+00 2.1226695832\n",
"40789_at -6.173739e-02 NaN NaN\n",
"40790_at 1.778655e+00 2.217648e+00 2.1683890679\n",
"40791_at 2.775152e+00 2.643735e+00 2.5991906222\n",
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"40793_s_at NaN NaN NaN\n",
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"40796_at NaN NaN NaN\n",
"40797_at 1.722929e+00 7.897062e-01 0.8897431624\n",
"40798_s_at 1.527841e+00 9.369802e-01 0.0295860664\n",
"40799_at NaN -1.681669e+00 NaN\n",
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"40800_at 2.130984e+00 1.861107e+00 1.9236597358\n",
"40801_at 1.516236e+00 -1.110748e+00 0.8218752029\n",
"40802_at 9.903786e-02 3.144558e-01 0.5399976429\n",
"40803_at 2.440581e+00 1.486429e+00 1.5436882104\n",
"40804_at -3.892771e-01 4.908057e-01 0.8583173993\n",
"40805_at 1.439636e+00 1.841489e+00 1.1694660776\n",
"40806_at 3.522684e-01 -2.216863e-02 -0.0519415475\n",
"40807_at 1.678869e+00 2.137709e+00 2.2949696749\n",
"40808_at -3.278018e+00 3.922128e-01 1.1110566104\n",
"40809_at NaN NaN NaN\n",
"40810_at 2.552411e+00 2.049687e+00 1.8756664246\n",
"40811_at 2.003029e+00 1.638551e+00 1.3166690338\n",
"40812_at -2.550479e-01 NaN NaN\n",
"40813_at 1.663257e+00 7.980725e-01 0.3836059847\n",
"40814_at 1.199117e+00 1.006553e+00 0.6007590506\n",
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"40818_at 2.109777e+00 1.483405e+00 1.5819782569\n",
"40819_at 2.108882e+00 2.141638e+00 2.2101256455\n",
"40820_at 1.349794e+00 1.344154e+00 1.4292911900\n",
"40821_at 2.691464e+00 2.430441e+00 2.4632364425\n",
"40822_at 2.530733e+00 2.188386e+00 2.0901342781\n",
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"40824_at 2.526995e+00 2.138286e+00 2.0223689017\n",
"40825_at 2.308592e+00 2.293234e+00 2.2250589463\n",
"40826_at 2.428011e+00 2.185191e+00 2.0732318124\n",
"40827_at 2.674766e+00 2.271064e+00 2.2255626977\n",
"40828_at 2.346987e+00 2.204586e+00 2.1938168509\n",
"40829_at 8.596005e-01 1.693880e+00 1.8519689617\n",
"40830_at -3.170120e-01 2.903526e-01 NaN\n",
"40831_at 2.358939e+00 2.035735e+00 1.9120326954\n",
"40832_s_at 2.280118e+00 1.568716e+00 1.6521154497\n",
"40833_r_at 1.411447e+00 -3.060041e-01 1.0352935381\n",
"40834_at NaN NaN NaN\n",
"40835_at 6.155771e-01 1.389461e+00 1.5806754993\n",
"40836_s_at 2.387950e+00 2.166264e+00 2.2149157324\n",
"40837_at 1.948681e+00 2.411707e+00 2.4251849814\n",
"40838_at 1.072706e+00 1.656613e+00 1.5529477892\n",
"40839_at 2.183380e+00 2.109144e+00 1.9965716495\n",
"40840_at 2.658042e+00 2.326410e+00 2.3092171040\n",
"40841_at 1.804635e+00 2.499543e+00 2.5184343817\n",
"40842_at 3.042645e+00 2.627863e+00 2.5990158974\n",
"40843_at 1.677193e+00 1.561761e+00 1.7259328454\n",
"40844_at 2.005844e+00 2.883166e-01 0.8195066059\n",
"40845_at 2.650916e+00 2.295555e+00 2.3066259112\n",
"40846_g_at 2.619180e+00 2.278037e+00 2.2021466844\n",
"40847_at 3.249031e-01 1.248282e+00 0.4190177079\n",
"40848_g_at 1.440359e+00 -1.530073e+00 0.1243031584\n",
"40849_s_at 2.338582e+00 2.234720e+00 2.2022855368\n",
"40850_at 1.804431e+00 2.457522e+00 2.4197891004\n",
"40851_r_at 1.323719e+00 -2.022307e+00 NaN\n",
"40852_at 2.148474e+00 2.134811e+00 2.1347736883\n",
"40853_at -2.946632e+00 -2.220312e+00 -4.6557820902\n",
"40854_at 2.520089e+00 2.142106e+00 1.9692852850\n",
"40855_at NaN 1.823617e+00 1.7561264548\n",
"40856_at 1.217558e+00 -8.527995e-01 1.4898862450\n",
"40857_f_at NaN -3.941344e-01 -0.6688898957\n",
"40858_at 1.322855e+00 1.827530e+00 0.4989731266\n",
"40859_at 2.168286e+00 1.676855e+00 1.6656374293\n",
"40860_s_at NaN NaN -0.3852204573\n",
"40861_at 2.988270e+00 2.669930e+00 2.5931808894\n",
"40862_i_at 2.598434e+00 2.619418e+00 2.6577013041\n",
"40863_r_at 2.395512e+00 2.526010e+00 2.6899597659\n",
"40864_at 2.919371e+00 2.757675e+00 2.7062374053\n",
"40865_at 2.328802e+00 2.041766e+00 1.8179414521\n",
"40866_at 2.548906e+00 2.379802e+00 2.3642753017\n",
"40867_at 2.951559e+00 2.738677e+00 2.7172811108\n",
"40868_at 2.061543e+00 1.079423e+00 0.8256561567\n",
"40869_at 1.060485e+00 1.627587e+00 1.0068161898\n",
"40870_g_at 1.672865e+00 1.649740e+00 1.7042444217\n",
"40871_at 6.151591e-01 1.259413e-01 NaN\n",
"40872_at 3.071050e+00 2.899192e+00 2.8911075315\n",
"40873_at 2.247440e+00 2.236644e+00 2.3050348576\n",
"40874_at 2.907512e+00 2.596619e+00 2.5886841337\n",
"40875_s_at 2.943642e+00 2.752049e+00 2.7361835910\n",
"40876_at 2.538985e+00 2.430238e+00 2.2793884926\n",
"40877_s_at 2.391044e+00 2.229923e+00 2.2187531778\n",
"40878_f_at 1.776241e+00 1.369573e+00 1.4947882365\n",
"40879_at 1.382683e+00 1.405729e+00 1.5209299553\n",
"40880_r_at NaN NaN NaN\n",
"40881_at 2.734010e+00 2.191514e+00 2.0437462809\n",
"40882_at 1.028742e+00 7.373738e-01 1.3001660736\n",
"40883_at 1.574977e+00 1.840711e+00 1.9491898033\n",
"40884_g_at 1.439612e+00 1.077648e+00 1.0648573278\n",
"40885_s_at 2.738028e+00 2.538351e+00 2.4853943652\n",
"40886_at 3.319027e+00 3.085264e+00 3.0711883261\n",
"40887_g_at 3.437967e+00 3.358167e+00 3.3831230179\n",
"40888_f_at 1.727755e+00 2.524512e+00 2.4785124897\n",
"40889_at NaN NaN NaN\n",
"40890_at 2.821125e+00 2.541365e+00 2.5578133556\n",
"40891_f_at 3.015887e+00 2.706060e+00 2.7205592474\n",
"40892_s_at 7.032993e-01 -5.116248e-01 -0.3099775149\n",
"40893_at 1.601620e+00 8.400243e-01 -0.6994372236\n",
"40894_at NaN NaN NaN\n",
"40895_g_at 1.497976e+00 1.423656e+00 1.6920409283\n",
"40896_at 1.618566e+00 1.714170e+00 1.7662221237\n",
"40897_at 7.522885e-01 1.117006e+00 1.2681021253\n",
"40898_at 2.732070e+00 2.947782e+00 2.9769391142\n",
"40899_at 3.358183e+00 3.192339e+00 3.1707573743\n",
"409_at 2.998634e+00 2.665989e+00 2.6155284149\n",
"40900_at 1.560636e+00 NaN -1.3687184049\n",
"40901_at 1.986864e+00 1.106820e+00 1.5280286162\n",
"40902_at NaN 1.213359e+00 0.3748917861\n",
"40903_at 2.203677e+00 1.602510e+00 1.4617014556\n",
"40904_at 1.764677e+00 1.863382e+00 1.4923667597\n",
"40905_s_at 2.155006e+00 2.090384e+00 2.0693535760\n",
"40906_at 1.585669e+00 1.866396e+00 1.5337712341\n",
"40907_at 7.746612e-01 4.060608e-01 0.1252784106\n",
"40908_r_at -9.611425e-01 NaN NaN\n",
"40909_at 6.370242e-01 -9.228779e-01 -0.3949533742\n",
"40910_at 2.703173e+00 2.323862e+00 2.2924830099\n",
"40911_at NaN NaN NaN\n",
"40912_s_at 2.549185e+00 2.277524e+00 2.1935719701\n",
"40913_at 1.140893e+00 -9.938218e-01 -1.2128266287\n",
"40914_s_at -8.873676e-01 8.794927e-01 -0.4273241516\n",
"40915_r_at 1.668289e+00 -5.738183e-01 -2.9351598930\n",
"40916_at 1.177317e+00 7.730829e-01 0.9790696013\n",
"40917_at NaN NaN NaN\n",
"40918_at -6.002813e+00 NaN NaN\n",
"40919_at NaN NaN NaN\n",
"40920_at NaN -4.621793e-01 -0.3923971103\n",
"40921_at -5.768021e-01 -3.161911e-01 0.3162079445\n",
"40922_at NaN -1.334799e-01 -1.2402857671\n",
"40923_at 1.219445e-01 8.706665e-01 1.2507564229\n",
"40924_at 5.653916e-01 -6.530097e+00 0.5754417421\n",
"40925_at 1.746142e+00 1.712157e+00 1.4540013230\n",
"40926_at 1.920100e+00 2.413561e+00 2.4491278403\n",
"40927_at 1.900560e+00 1.781446e+00 1.9223948133\n",
"40928_at 2.016561e+00 2.244399e+00 2.0715467296\n",
"40929_at NaN NaN NaN\n",
"40930_at 1.117605e+00 8.909410e-01 1.3451098784\n",
"40931_at 2.087571e+00 1.478788e+00 1.1683967273\n",
"40932_at 1.036877e+00 2.732401e-01 0.0971135775\n",
"40933_f_at NaN NaN NaN\n",
"40934_at -8.583036e-03 5.118888e-01 1.2006239956\n",
"40935_at 1.164384e+00 8.599901e-01 1.1359317766\n",
"40936_at 2.579651e+00 2.508101e+00 2.4466127802\n",
"40937_at 8.565379e-01 1.351470e+00 0.1439331556\n",
"40938_at 1.976889e+00 2.039604e+00 2.0115456107\n",
"40939_at NaN NaN NaN\n",
"40940_at 1.107876e+00 NaN 0.3827032250\n",
"40941_at NaN NaN 0.5677696237\n",
"40942_g_at NaN -1.247324e+00 NaN\n",
"40943_at 2.143701e+00 2.830739e-01 0.1626719416\n",
"40944_at 9.629919e-01 8.980417e-01 -0.4274824039\n",
"40945_at 4.541616e-01 -1.188661e+00 0.6386217582\n",
"40946_at 2.387469e+00 1.861696e+00 1.4616154803\n",
"40947_at -1.021108e+00 -1.361297e+00 0.3311602730\n",
"40948_at NaN -9.415719e-02 NaN\n",
"40949_at 1.994898e+00 1.942466e+00 1.9023190143\n",
"40950_at NaN -6.170328e-01 0.7863651221\n",
"40951_at 2.870560e+00 2.832979e+00 2.7259168830\n",
"40952_at 2.870651e-01 1.375091e+00 0.3323987554\n",
"40953_at NaN -5.974893e-02 NaN\n",
"40954_at NaN NaN 0.2549605954\n",
"40955_at 2.681905e+00 2.693733e+00 2.6781559524\n",
"40956_at 2.667781e-01 9.076965e-01 0.6900522382\n",
"40957_at 2.008551e+00 9.291886e-01 1.2689192574\n",
"40958_at NaN NaN -0.9337384323\n",
"40959_at 1.705151e+00 1.990864e+00 2.2096358610\n",
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"41194_at 3.112591e+00 2.911782e+00 2.8707779216\n",
"41195_at 1.448009e+00 1.139251e+00 1.5479978391\n",
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"1779_s_at 1.740583e+00 -0.3211064802\n",
"178_f_at 1.908101e+00 1.9273789251\n",
"1780_at 1.585892e+00 1.6775459187\n",
"1781_at 1.291969e-01 1.5570794630\n",
"1782_s_at 2.444867e+00 2.4029720582\n",
"1783_at NaN NaN\n",
"1784_s_at 7.776181e-01 1.0026148734\n",
"1785_at 1.722487e+00 0.6202038410\n",
"1786_at 8.166335e-01 0.0421215351\n",
"1787_at NaN NaN\n",
"1788_s_at NaN -7.2891829743\n",
"1789_at 2.406047e+00 2.1549756501\n",
"179_at 1.850346e+00 1.9492981039\n",
"1790_s_at 2.467873e+00 2.5381605089\n",
"1791_s_at NaN 0.3214550238\n",
"1792_g_at 2.676870e+00 2.6629050621\n",
"1793_at 1.408130e+00 2.0066134666\n",
"1794_at 1.908821e+00 1.9240699498\n",
"1795_g_at 2.240640e+00 2.1916104092\n",
"1796_s_at 1.899192e+00 1.9410891248\n",
"1797_at 4.855946e-01 NaN\n",
"1798_at 2.796855e+00 2.7594875316\n",
"1799_at -1.060991e+00 -0.3727989126\n",
"180_at 2.346018e+00 2.2919805719\n",
"1800_g_at 1.060057e+00 NaN\n",
"1801_at 2.385644e+00 2.2142178181\n",
"1802_s_at 1.198589e+00 1.6422289266\n",
"1803_at 2.247987e+00 2.3683751566\n",
"1804_at 1.513335e+00 1.7640651909\n",
"1805_g_at NaN NaN\n",
"1806_at NaN NaN\n",
"1807_g_at NaN NaN\n",
"1808_s_at -1.164748e-01 0.4590218289\n",
"1809_at 1.634436e+00 1.4432248574\n",
"181_g_at 2.825913e+00 2.7404445667\n",
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"1811_at -1.383023e-01 -2.8402344320\n",
"1812_s_at NaN 0.8137768962\n",
"1813_at 1.729170e+00 2.0993757009\n",
"1814_at 1.489562e+00 1.1215481457\n",
"1815_g_at 1.134446e+00 -0.4472853838\n",
"1816_at -6.360119e+00 NaN\n",
"1817_at 2.875063e+00 2.7862049003\n",
"1818_at 1.687829e+00 1.6342807915\n",
"1819_at NaN NaN\n",
"182_at 2.395990e+00 2.2491281819\n",
"1820_g_at NaN NaN\n",
"1821_at NaN NaN\n",
"1822_at 2.053522e+00 1.8292899840\n",
"1823_g_at 2.045378e+00 1.8750857904\n",
"1824_s_at 2.482178e+00 2.5305734230\n",
"1825_at 2.436022e+00 2.3597105497\n",
"1826_at 2.209817e+00 2.4442765173\n",
"1827_s_at 2.386041e+00 2.6215826351\n",
"1828_s_at -2.141435e+00 1.2365877473\n",
"183_at NaN NaN\n",
"1830_s_at 2.394813e+00 2.3893598494\n",
"1831_at 1.033632e+00 0.7282013990\n",
"1832_at 1.032054e+00 1.1825258307\n",
"1833_at 1.868160e+00 1.7036101278\n",
"1834_at NaN NaN\n",
"1836_at 2.758485e+00 2.7006652204\n",
"1837_at 1.422487e+00 1.0222755721\n",
"1838_g_at 4.762396e-01 NaN\n",
"1839_at 2.942576e+00 2.8854160941\n",
"184_at -1.575839e-01 NaN\n",
"1840_g_at 3.219574e+00 3.1514763692\n",
"1841_s_at 7.928334e-01 1.3344119677\n",
"1842_at 1.979103e+00 1.4687231193\n",
"1843_at 2.340086e+00 2.2780411816\n",
"1844_s_at 2.174610e+00 2.2785680727\n",
"1845_at -5.772893e-01 NaN\n",
"1846_at 1.481395e+00 1.0279770661\n",
"1847_s_at 8.253416e-01 1.3716823051\n",
"1848_at 1.913052e+00 1.8157885443\n",
"1849_s_at NaN 1.1589499117\n",
"185_at 1.332029e+00 -0.4859630687\n",
"1850_at 2.314268e+00 2.2677189554\n",
"1851_s_at NaN NaN\n",
"1852_at 1.616961e+00 1.6691645515\n",
"1853_at NaN NaN\n",
"1854_at 2.584353e+00 2.5559349482\n",
"1855_at 5.296816e-01 0.7778128090\n",
"1856_at 1.917574e+00 1.8833002371\n",
"1857_at 1.385726e+00 1.4231842503\n",
"1858_at NaN NaN\n",
"1859_s_at NaN 0.0591344639\n",
"186_at -5.473275e-01 -1.0613002252\n",
"1860_at 1.332739e+00 1.3487115465\n",
"1861_at 1.682770e+00 1.3321528717\n",
"1862_at NaN NaN\n",
"1863_s_at 7.997028e-01 1.2396723929\n",
"1865_at NaN NaN\n",
"1866_g_at NaN NaN\n",
"1867_at 1.941240e+00 1.8668300157\n",
"1868_g_at 6.882561e-01 1.0123804790\n",
"1869_at NaN NaN\n",
"187_at 1.373679e-01 NaN\n",
"1870_at -9.016645e-01 1.4087606565\n",
"1871_g_at -2.245827e+00 NaN\n",
"1872_at -1.145267e+00 NaN\n",
"1873_at 2.438675e+00 2.3330272883\n",
"1874_at 2.419695e+00 2.2770975138\n",
"1875_f_at 1.987051e+00 1.9174640449\n",
"1876_at 9.577275e-01 0.9885330278\n",
"1877_g_at 1.895734e+00 1.8766799059\n",
"1878_g_at 2.223091e+00 2.1888001628\n",
"1879_at 1.400989e+00 0.9477939796\n",
"188_at 1.144922e+00 1.6251726790\n",
"1880_at NaN NaN\n",
"1881_at -3.764285e-01 1.2351502370\n",
"1882_g_at 8.314858e-01 -0.0725817632\n",
"1883_s_at -4.134803e-01 NaN\n",
"1884_s_at 2.582078e+00 2.4702245239\n",
"1885_at 2.428831e+00 2.3345036210\n",
"1886_at NaN NaN\n",
"1887_g_at NaN NaN\n",
"1888_s_at NaN NaN\n",
"189_s_at 1.238274e+00 1.2155855026\n",
"1890_at 2.375319e+00 2.3690125718\n",
"1891_at NaN NaN\n",
"1892_s_at NaN NaN\n",
"1893_s_at NaN 1.4301125836\n",
"1894_f_at 2.062625e+00 2.4964258937\n",
"1895_at 1.266108e+00 1.3069400905\n",
"1896_s_at NaN NaN\n",
"1897_at NaN NaN\n",
"1898_at 4.602222e-01 1.2778615554\n",
"1899_s_at NaN NaN\n",
"190_at -3.276558e-01 NaN\n",
"1900_at NaN NaN\n",
"1901_s_at 1.667909e+00 1.9321590134\n",
"1902_at 2.022070e+00 2.0022137838\n",
"1903_at 1.883069e+00 2.1095963559\n",
"1904_at 2.125681e+00 2.0972262798\n",
"1905_s_at NaN NaN\n",
"1906_at 2.061609e+00 2.2163949150\n",
"1907_at -5.041073e+00 -0.2362745234\n",
"1908_at 6.879785e-01 1.4095327816\n",
"1909_at 2.248287e+00 2.1460432201\n",
"191_at NaN 0.4490248906\n",
"1910_s_at 1.408168e+00 1.7232809703\n",
"1911_s_at 1.416263e+00 1.5153086881\n",
"1912_s_at 2.638416e-01 -0.7474126185\n",
"1913_at 1.477060e+00 1.5373587906\n",
"1914_at NaN NaN\n",
"1915_s_at 2.048920e+00 2.0421961910\n",
"1916_s_at 1.293615e+00 1.2783026196\n",
"1917_at 2.153331e+00 2.3059347408\n",
"1918_at NaN NaN\n",
"1919_at NaN NaN\n",
"192_at 2.347468e+00 2.2804744873\n",
"1920_s_at 1.494845e+00 1.9758641234\n",
"1921_at NaN NaN\n",
"1922_g_at -7.191731e-01 NaN\n",
"1923_at 8.173485e-01 0.7968330181\n",
"1924_at 2.012494e+00 1.8321296866\n",
"1925_at 2.076005e+00 2.2758207381\n",
"1926_at 2.041174e+00 1.9035101101\n",
"1927_s_at NaN NaN\n",
"1928_s_at 1.309136e+00 1.1491656859\n",
"1929_at NaN -0.0588944524\n",
"193_at 1.958149e+00 1.9491939929\n",
"1930_at 1.168815e+00 0.8794260943\n",
"1931_at NaN NaN\n",
"1932_at 1.838458e+00 1.3384208416\n",
"1933_g_at 2.172205e+00 2.0199068568\n",
"1934_s_at NaN NaN\n",
"1935_at NaN NaN\n",
"1936_s_at 2.315343e+00 2.3914514529\n",
"1937_at 1.983831e+00 2.2563449095\n",
"1938_at -3.000997e+00 0.1081424095\n",
"1939_at 2.077584e+00 1.7244451450\n",
"194_at NaN NaN\n",
"1940_at 1.769206e+00 1.4315459226\n",
"1941_at NaN NaN\n",
"1942_s_at 2.768783e+00 2.6659365154\n",
"1943_at 2.271088e+00 2.3589886940\n",
"1944_f_at 2.322591e+00 2.3700766418\n",
"1945_at 2.494145e+00 2.4441307999\n",
"1946_at NaN NaN\n",
"1947_g_at -1.831241e-01 -0.7813663100\n",
"1948_f_at 3.852970e-01 NaN\n",
"1949_at NaN NaN\n",
"195_s_at NaN NaN\n",
"1950_s_at 1.705377e+00 1.9491458464\n",
"1951_at NaN NaN\n",
"1952_s_at 7.948397e-01 0.1955602534\n",
"1953_at 1.997262e+00 1.9329602074\n",
"1954_at -5.333214e+00 -1.7455092672\n",
"1955_s_at NaN 0.0490144642\n",
"1956_s_at NaN NaN\n",
"1957_s_at NaN NaN\n",
"1958_at -4.352243e+00 NaN\n",
"1959_at 2.186965e+00 2.3066264866\n",
"196_s_at NaN NaN\n",
"1960_at NaN NaN\n",
"1961_f_at NaN NaN\n",
"1962_at NaN NaN\n",
"1963_at -4.275382e-01 0.8960250882\n",
"1964_g_at -4.884222e+00 NaN\n",
"1965_s_at -2.731739e+00 -0.0415292347\n",
"1966_i_at NaN NaN\n",
"1967_f_at 8.645182e-01 1.4676623532\n",
"1968_g_at NaN NaN\n",
"1969_s_at 1.875806e+00 1.3472791294\n",
"197_at 2.413503e+00 2.3416119402\n",
"1970_s_at 1.470512e+00 1.6224229690\n",
"1971_g_at 8.450946e-01 0.8474561093\n",
"1972_s_at NaN NaN\n",
"1973_s_at 2.461124e+00 2.5089288961\n",
"1974_s_at 1.316917e+00 2.0212280010\n",
"1975_s_at 1.162732e+00 1.0211065632\n",
"1976_s_at 1.019696e+00 1.1219191187\n",
"1977_s_at NaN NaN\n",
"1978_at NaN NaN\n",
"1979_s_at 2.130119e+00 2.1173689226\n",
"198_g_at 2.757531e+00 2.6912509359\n",
"1980_s_at 3.256138e+00 3.2106987408\n",
"1981_s_at 6.730702e-01 1.4922840708\n",
"1983_at 4.158161e-01 1.1005377096\n",
"1984_s_at NaN NaN\n",
"1985_s_at 3.013767e+00 2.9378314422\n",
"1986_at 1.110197e+00 1.0012769403\n",
"1987_at 8.178027e-02 -0.5482480828\n",
"1988_at -6.633500e-01 2.0945294108\n",
"1989_at 8.323445e-01 0.0696919470\n",
"199_s_at 1.597747e+00 1.6924674334\n",
"1990_g_at 1.611054e+00 1.4668696642\n",
"1991_s_at 1.783220e+00 1.7368501830\n",
"1992_at 1.379510e-01 0.6488603528\n",
"1993_s_at 1.473029e+00 1.3406374775\n",
"1994_at 3.326825e-01 1.2046931239\n",
"1995_at NaN NaN\n",
"1996_s_at 1.438592e+00 0.7643548645\n",
"1997_s_at 2.549395e+00 2.5747362720\n",
"1998_i_at 2.405260e+00 2.6561892668\n",
"1999_s_at 9.795742e-01 1.0215343373\n",
"200_at NaN NaN\n",
"2000_at 9.379656e-01 0.9876778219\n",
"2001_g_at NaN NaN\n",
"2002_s_at NaN NaN\n",
"2003_s_at 2.134960e+00 1.9919579004\n",
"2004_at NaN NaN\n",
"2005_s_at 1.418744e+00 1.7886883716\n",
"2006_at NaN NaN\n",
"2007_g_at 7.237119e-01 NaN\n",
"2008_s_at -3.814444e+00 0.4990286539\n",
"2009_at NaN -0.0202636633\n",
"201_s_at 2.851687e+00 2.9045072672\n",
"2010_at 2.530817e+00 2.5364319765\n",
"2011_s_at NaN NaN\n",
"2012_s_at 2.149223e+00 2.1174483933\n",
"2013_at 1.746085e+00 1.7406459174\n",
"2014_s_at NaN NaN\n",
"2015_s_at 9.298176e-01 0.1394234788\n",
"2016_s_at 3.297136e+00 3.3072210946\n",
"2017_s_at 2.754915e+00 2.6361248930\n",
"2018_at NaN NaN\n",
"2019_s_at NaN NaN\n",
"202_at 1.453048e+00 1.3726759032\n",
"2020_at 3.065104e+00 2.9994473659\n",
"2021_s_at 1.153236e+00 1.2622624424\n",
"2022_at NaN 0.0238780672\n",
"2023_g_at NaN NaN\n",
"2024_s_at -1.949997e+00 -1.0596100535\n",
"2025_s_at 2.801531e+00 2.7948620231\n",
"2026_at NaN 0.9106304968\n",
"2027_at NaN -0.6684676895\n",
"2028_s_at 2.100779e+00 1.9117810847\n",
"2029_at NaN NaN\n",
"203_at 1.409530e+00 1.5753565573\n",
"2030_at 1.997189e+00 1.6258220314\n",
"2031_s_at 2.387445e+00 2.2113877523\n",
"2032_s_at 8.228644e-01 1.1292612721\n",
"2033_s_at 1.070248e+00 1.4532924386\n",
"2034_s_at NaN NaN\n",
"2035_s_at 3.197451e+00 3.1743385168\n",
"2036_s_at 1.426093e+00 0.9382238820\n",
"2037_s_at 2.614069e+00 2.7108101853\n",
"2038_g_at -7.049898e-01 0.8245583011\n",
"2039_s_at NaN NaN\n",
"204_at NaN NaN\n",
"2040_s_at NaN NaN\n",
"2041_i_at 2.674914e-01 1.4058225791\n",
"2042_s_at 2.292363e+00 2.2819333346\n",
"2043_s_at 9.707487e-01 1.4297010864\n",
"2044_s_at 1.190952e+00 1.0269366192\n",
"2045_s_at 4.734700e-01 0.1376761304\n",
"2046_at 2.389135e-01 1.1924856312\n",
"2047_s_at 2.756735e+00 2.7789970974\n",
"2048_s_at 1.216339e+00 1.5946259200\n",
"2049_s_at 1.530695e+00 1.7311231058\n",
"205_g_at -7.281370e+00 NaN\n",
"2050_s_at 2.840594e+00 2.7243078692\n",
"2051_at 2.375898e+00 2.4023829237\n",
"2052_g_at 2.465634e+00 2.2571153070\n",
"2053_at 5.394783e-01 0.8268562502\n",
"2054_g_at NaN NaN\n",
"2055_s_at NaN NaN\n",
"2056_at 1.951807e+00 2.0881750897\n",
"2057_g_at 1.701006e+00 1.8215491609\n",
"2058_s_at 2.669952e+00 2.5601936058\n",
"2059_s_at 8.439337e-01 1.0757643173\n",
"206_at NaN NaN\n",
"2060_at -4.240480e+00 NaN\n",
"2061_at NaN NaN\n",
"2062_at NaN 0.9001341997\n",
"2063_at NaN NaN\n",
"2064_g_at 1.442378e+00 1.1192741837\n",
"2065_s_at 1.848182e+00 1.9021592144\n",
"2066_at 1.916048e+00 2.1143664380\n",
"2067_f_at 2.141557e+00 2.3485154573\n",
"2068_s_at NaN NaN\n",
"2069_s_at 2.477283e+00 2.4128323468\n",
"207_at 2.732336e+00 2.7011585643\n",
"2070_i_at NaN NaN\n",
"2071_s_at NaN -1.0408334197\n",
"2072_at NaN NaN\n",
"2073_s_at NaN NaN\n",
"2074_at NaN NaN\n",
"2075_s_at 2.131195e+00 2.1536563871\n",
"2076_s_at 4.602715e-01 1.7413422969\n",
"2077_at 2.671011e-01 NaN\n",
"2078_s_at 8.155798e-01 1.4597067792\n",
"2079_s_at 1.488647e+00 1.9475629166\n",
"208_at NaN NaN\n",
"2080_s_at NaN 0.6828013430\n",
"2081_s_at -7.154882e-01 NaN\n",
"2082_s_at 1.937857e+00 2.5268443580\n",
"2083_at NaN NaN\n",
"2084_s_at NaN NaN\n",
"2085_s_at 2.515062e+00 2.4164410539\n",
"2086_s_at 1.543523e+00 1.2029060861\n",
"2087_s_at NaN NaN\n",
"2088_s_at NaN NaN\n",
"2089_s_at 2.164855e+00 2.2675081530\n",
"209_at NaN NaN\n",
"2090_i_at 2.748420e+00 2.8953781386\n",
"2091_at 1.347573e+00 1.6844611278\n",
"2092_s_at NaN 1.0488043401\n",
"2093_s_at 2.516754e+00 2.4748134770\n",
"2094_s_at 1.403840e+00 1.7997525650\n",
"210_at 1.573019e+00 1.9055082342\n",
"211_at 5.727982e-01 0.3261213728\n",
"212_at 1.296125e+00 1.9686541073\n",
"213_at NaN NaN\n",
"214_at 1.577519e+00 1.8317340158\n",
"215_g_at NaN NaN\n",
"216_at NaN -0.8533075589\n",
"217_at NaN NaN\n",
"218_at 2.244176e+00 2.1281600595\n",
"219_i_at 1.584959e+00 NaN\n",
"220_r_at 5.653284e-02 0.6697366668\n",
"221_s_at NaN 0.5468945897\n",
"222_at 1.931192e+00 1.6031785177\n",
"223_at 2.650109e+00 2.5942941583\n",
"224_at 1.937177e+00 1.9211740220\n",
"225_at 9.618763e-01 1.6934741217\n",
"226_at 2.438082e+00 2.5434137688\n",
"227_g_at 2.828388e+00 2.7767672066\n",
"228_at 1.138962e+00 1.6764975340\n",
"229_at 1.685776e+00 1.4937206086\n",
"230_s_at 6.038299e-01 0.7903018280\n",
"231_at NaN NaN\n",
"232_at 9.829468e-01 1.0084645640\n",
"233_s_at 4.999778e-01 0.1729305996\n",
"234_s_at -1.631043e+00 0.9954141369\n",
"235_at -8.553111e-01 NaN\n",
"236_at NaN NaN\n",
"237_s_at 2.096122e+00 2.0191907489\n",
"238_at 1.799664e+00 1.7684587084\n",
"239_at 3.046469e+00 3.0183276380\n",
"240_at -5.564409e-01 1.5424482040\n",
"241_g_at 2.911069e+00 2.8319279697\n",
"242_at 1.862332e+00 1.8938159462\n",
"243_g_at 2.262278e+00 2.2329979162\n",
"244_at 2.310466e+00 2.2470708705\n",
"245_at NaN -1.6087461884\n",
"246_at NaN NaN\n",
"247_s_at NaN NaN\n",
"248_at 1.267026e+00 1.5605742620\n",
"249_at 8.083173e-01 0.7372007044\n",
"250_at 2.124427e+00 2.0614072423\n",
"251_at NaN NaN\n",
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"31837_at 2.089051e+00 1.9928416057\n",
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"31846_at 2.950390e+00 2.9039596757\n",
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"31850_at 1.852595e+00 1.7835840290\n",
"31851_at 1.298195e+00 0.4912353429\n",
"31852_at 1.565852e+00 0.1178345826\n",
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"31860_at 2.146020e+00 1.9901650730\n",
"31861_at 2.138899e+00 2.2187625149\n",
"31862_at NaN NaN\n",
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"31864_at 1.954071e+00 1.8677987032\n",
"31865_at 1.733062e+00 0.9886654112\n",
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"31869_at -1.416537e+00 -0.8967705785\n",
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"31873_at 2.618907e+00 2.4544181033\n",
"31874_at 2.218407e+00 2.0049950370\n",
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"31876_r_at NaN NaN\n",
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"31878_at -1.038511e+00 1.1295271574\n",
"31879_at 1.693772e+00 1.5848377442\n",
"31880_at NaN NaN\n",
"31881_at -1.644240e+00 NaN\n",
"31882_at 2.093904e+00 2.1197299000\n",
"31883_at 4.253612e-01 -0.7022008670\n",
"31884_at 1.932480e+00 1.6075657263\n",
"31885_at 1.762594e+00 1.3767312183\n",
"31886_at NaN NaN\n",
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"31888_s_at 2.412668e+00 2.2556480731\n",
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"31894_at -6.836628e+00 0.6305600659\n",
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"31897_at NaN NaN\n",
"31898_at 1.893173e+00 1.8723085680\n",
"31899_at 1.783362e+00 1.5064608241\n",
"319_g_at 3.097122e+00 3.0308739800\n",
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"31904_at 1.260925e+00 -0.9481040769\n",
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"31936_s_at 1.835004e+00 1.6345649477\n",
"31937_at NaN -1.5739995497\n",
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"31941_s_at -3.648377e+00 NaN\n",
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"31945_s_at NaN NaN\n",
"31946_s_at NaN NaN\n",
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"31948_at 2.255655e+00 2.0711840330\n",
"31949_at NaN NaN\n",
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"31958_i_at NaN NaN\n",
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"31961_r_at 3.807327e-01 1.4026471386\n",
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"31963_at -2.987736e+00 -0.0161721222\n",
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"31965_at NaN -1.1630910109\n",
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"31979_at 1.439704e+00 1.7111789700\n",
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"31991_at 1.798621e+00 1.6388510157\n",
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"31998_at NaN NaN\n",
"31999_at 8.358487e-01 1.0434802495\n",
"320_at 3.780943e-01 1.0780263171\n",
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"32005_at 5.988369e-01 NaN\n",
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"32019_at 1.060566e-01 NaN\n",
"32020_at -9.196438e-01 NaN\n",
"32021_at 2.116784e+00 2.2188350490\n",
"32022_at 1.265419e+00 NaN\n",
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"32024_at -3.076991e+00 -0.7643107623\n",
"32025_at 5.788664e-01 0.7150919111\n",
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"32052_at NaN NaN\n",
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"32059_at 1.218547e+00 0.8953680172\n",
"32060_at 1.639284e+00 1.4239080073\n",
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"32067_at 1.132802e+00 1.0659970421\n",
"32068_at NaN NaN\n",
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"32070_at NaN NaN\n",
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"32075_at 8.533485e-01 -0.3463959119\n",
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"32079_at -3.920232e-01 -1.9634246730\n",
"32080_at 2.793291e+00 2.7226778437\n",
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"32082_at 1.276854e+00 1.4438852885\n",
"32083_at 4.391285e-01 -0.5958825244\n",
"32084_at 2.092598e+00 1.8273120007\n",
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"32094_at 1.501154e+00 1.2229719580\n",
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"32097_at 2.034511e+00 1.8454453630\n",
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"32099_at 1.969749e+00 1.5278517580\n",
"321_at NaN NaN\n",
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"32101_at NaN -2.3166016309\n",
"32102_at 5.777871e-01 -0.6479798185\n",
"32103_at NaN -5.1552365380\n",
"32104_i_at 2.024467e+00 2.1453750564\n",
"32105_f_at 2.377030e-01 NaN\n",
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"32107_at NaN NaN\n",
"32108_at 2.527063e+00 2.4169731619\n",
"32109_at NaN NaN\n",
"32110_at NaN NaN\n",
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"32112_s_at 1.909043e+00 1.0304961393\n",
"32113_at 1.396293e+00 1.1870176731\n",
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"32116_at 1.922713e+00 1.7541961214\n",
"32117_at 2.412273e+00 2.3092499614\n",
"32118_at 9.675080e-01 0.8892859755\n",
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"32121_at NaN NaN\n",
"32122_at 1.498968e+00 1.3291312329\n",
"32123_at NaN -0.1167842522\n",
"32124_at 1.971015e+00 1.9240011989\n",
"32125_at 1.989200e+00 1.8051260982\n",
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"32128_at NaN 0.8619651287\n",
"32129_at 2.432531e+00 2.3159132498\n",
"32130_at 1.878198e+00 1.7192041714\n",
"32131_at NaN NaN\n",
"32132_at -6.509146e-02 -3.2588846202\n",
"32133_at 1.849897e+00 1.9272916799\n",
"32134_at 5.447496e-01 -0.6446308774\n",
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"32138_at 2.381816e+00 2.3450797625\n",
"32139_at 1.815342e+00 1.7536699182\n",
"32140_at 1.838978e+00 1.6538391244\n",
"32141_at 6.821561e-01 1.5379121560\n",
"32142_at 1.626334e+00 1.5840276025\n",
"32143_at 2.135844e+00 2.1301673799\n",
"32144_at 1.940090e+00 1.9476419168\n",
"32145_at 2.572570e+00 2.4500129763\n",
"32146_s_at 6.494506e-01 1.9330508095\n",
"32147_at NaN NaN\n",
"32148_at 1.342782e+00 1.4382240445\n",
"32149_at 1.180059e+00 1.4462189222\n",
"32150_at 1.899470e+00 1.7087884842\n",
"32151_at 2.426812e+00 2.3226230133\n",
"32152_at 5.663605e-01 0.4450587304\n",
"32153_s_at 3.210967e+00 3.1477858626\n",
"32154_at 2.613863e+00 2.4323720392\n",
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"32156_at 2.390498e+00 2.3487964826\n",
"32157_at 3.015706e+00 2.9713544614\n",
"32158_at 1.702736e+00 1.6518785324\n",
"32159_at 6.365012e-01 1.1541550170\n",
"32160_at 1.841774e+00 1.5056191990\n",
"32161_at -2.078107e-01 0.6905128571\n",
"32162_r_at 9.661535e-01 1.3361562397\n",
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"32164_at 1.763774e+00 1.6123064209\n",
"32165_at 2.073501e+00 1.9521731573\n",
"32166_at 2.550131e+00 2.4288921498\n",
"32167_at 9.486448e-01 -1.7784561721\n",
"32168_s_at -1.794168e+00 NaN\n",
"32169_at 2.311103e+00 2.1630406577\n",
"32170_g_at 8.345647e-02 NaN\n",
"32171_at 2.113507e+00 1.9409664711\n",
"32172_at 1.723191e+00 1.5527352979\n",
"32173_at 2.526262e+00 2.4083059717\n",
"32174_at 3.017822e+00 2.9579873952\n",
"32175_at 2.300034e+00 2.2299687093\n",
"32176_at 1.678274e+00 0.9115882025\n",
"32177_s_at 1.905752e+00 1.9037868886\n",
"32178_r_at -1.013158e+00 -2.2484919714\n",
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"32180_s_at 2.107716e+00 2.0192587443\n",
"32181_at 2.095684e+00 1.9031472282\n",
"32182_at 1.262035e+00 -0.8258175994\n",
"32183_at 1.893053e+00 1.5949805295\n",
"32184_at 1.015920e-01 -1.5327217699\n",
"32185_at 7.369797e-01 1.5315294782\n",
"32186_at 3.021983e+00 3.0109876103\n",
"32187_at NaN NaN\n",
"32188_at NaN NaN\n",
"32189_g_at 3.527411e-01 1.3598379053\n",
"32190_at 1.392998e+00 0.9283354483\n",
"32191_at -1.595635e+00 -2.8124544004\n",
"32192_g_at 2.313386e+00 2.2396240246\n",
"32193_at NaN NaN\n",
"32194_at 2.102141e+00 1.8733551394\n",
"32195_at 1.722215e+00 1.4585396090\n",
"32196_at 1.594271e+00 1.3000615984\n",
"32197_at 2.298048e+00 2.2754179391\n",
"32198_at 2.780559e+00 2.6745419732\n",
"32199_at 6.394889e-01 0.7622956211\n",
"322_at 9.286049e-01 1.6679563484\n",
"32200_at -1.706012e+00 NaN\n",
"32201_at 2.684487e+00 2.6121471558\n",
"32202_at 1.714838e+00 1.8265225982\n",
"32203_at 2.592103e+00 2.4665540623\n",
"32204_at NaN NaN\n",
"32205_at 2.092959e+00 1.7625581865\n",
"32206_at 1.746018e+00 0.3178853868\n",
"32207_at 6.302088e-01 -0.6408608121\n",
"32208_at 1.540079e+00 1.5261020923\n",
"32209_at 2.727560e+00 2.5850217405\n",
"32210_at 1.477542e+00 1.4042965309\n",
"32211_at 1.976616e+00 1.7311065839\n",
"32212_at 2.055198e+00 1.8622365379\n",
"32213_at 2.235948e+00 2.2363908950\n",
"32214_at 1.781313e+00 1.4132414617\n",
"32215_i_at 2.341881e+00 2.2503569548\n",
"32216_r_at 8.408161e-01 0.9431295649\n",
"32217_at 1.642182e+00 1.4803353676\n",
"32218_at 2.328518e+00 2.2495994124\n",
"32219_at 2.019019e+00 1.7019643229\n",
"32220_at 2.363147e+00 2.3143255321\n",
"32221_at 2.283279e+00 2.1310664186\n",
"32222_at 2.218853e+00 2.1220562879\n",
"32223_at 2.604476e+00 2.5391580036\n",
"32224_at 1.109435e+00 1.2862134232\n",
"32225_at 1.937048e+00 1.9105414437\n",
"32226_at 2.437795e+00 2.3465969741\n",
"32227_at NaN NaN\n",
"32228_at 1.678339e+00 1.6630605227\n",
"32229_at 2.545249e+00 2.4407969307\n",
"32230_at 2.539746e+00 2.4446730902\n",
"32231_at 5.062047e-01 1.6626502169\n",
"32232_at 2.396916e+00 2.2998261565\n",
"32233_at 1.194310e+00 0.8684039714\n",
"32234_at 2.168719e+00 2.0196948638\n",
"32235_at 2.446308e+00 2.4183923565\n",
"32236_at 2.309567e+00 2.3446622452\n",
"32237_at 1.858756e+00 1.6750502230\n",
"32238_at NaN -2.8343326266\n",
"32239_at -1.327607e-01 -1.9843222603\n",
"32240_at 2.304432e+00 2.2659218322\n",
"32241_at 2.706401e+00 2.5433066882\n",
"32242_at NaN NaN\n",
"32243_g_at 1.241099e+00 0.8817438664\n",
"32244_at 1.381347e+00 0.4696876086\n",
"32245_at 2.239825e+00 2.0825091296\n",
"32246_g_at 1.425842e+00 1.3792967838\n",
"32247_at NaN 0.9950093010\n",
"32248_at 1.195008e+00 NaN\n",
"32249_at NaN NaN\n",
"32250_at NaN NaN\n",
"32251_at 2.693364e+00 2.6077286866\n",
"32252_at 7.760841e-01 0.1436595855\n",
"32253_at 2.320689e+00 2.2736874621\n",
"32254_at 2.160862e+00 2.1916373528\n",
"32255_i_at 7.784821e-01 -1.3829746953\n",
"32256_r_at NaN NaN\n",
"32257_f_at NaN NaN\n",
"32258_r_at NaN NaN\n",
"32259_at 1.736495e+00 1.7185484770\n",
"32260_at 1.981735e+00 1.8597180328\n",
"32261_at 2.230454e+00 2.1676820418\n",
"32262_at 1.634690e+00 0.2676975922\n",
"32263_at 2.430896e+00 2.2892054022\n",
"32264_at 7.485432e-01 1.0756806330\n",
"32265_at NaN 0.9731152215\n",
"32266_at NaN NaN\n",
"32267_at NaN NaN\n",
"32268_at NaN NaN\n",
"32269_at 1.777138e+00 2.0482466175\n",
"32270_g_at NaN -0.3391724133\n",
"32271_at 1.544002e+00 1.4086210244\n",
"32272_at 2.999079e+00 2.9762403191\n",
"32273_at NaN NaN\n",
"32274_r_at 1.854096e+00 2.0155336526\n",
"32275_at 1.449051e+00 1.0879127456\n",
"32276_at 3.313492e+00 3.3103665601\n",
"32277_at -3.431411e+00 NaN\n",
"32278_at NaN 1.2168705561\n",
"32279_at 4.990612e-01 NaN\n",
"32280_at NaN NaN\n",
"32281_at NaN NaN\n",
"32282_at 1.721955e+00 2.0915543847\n",
"32283_at NaN NaN\n",
"32284_at -1.870910e+00 NaN\n",
"32285_g_at NaN NaN\n",
"32286_at 1.451011e+00 1.3543594273\n",
"32287_s_at NaN NaN\n",
"32288_r_at NaN 0.2284100654\n",
"32289_at NaN NaN\n",
"32290_at -2.217103e+00 NaN\n",
"32291_at NaN NaN\n",
"32292_at -3.114864e-01 -0.5840467078\n",
"32293_at NaN NaN\n",
"32294_g_at NaN NaN\n",
"32295_at NaN NaN\n",
"32296_at NaN NaN\n",
"32297_s_at NaN NaN\n",
"32298_at -2.938577e+00 -0.6253069628\n",
"32299_at 9.058499e-01 1.1647549002\n",
"323_at 5.181341e-01 0.3070827869\n",
"32300_s_at 1.351255e+00 1.2100641842\n",
"32301_at NaN NaN\n",
"32302_g_at NaN NaN\n",
"32303_at NaN 0.7548094744\n",
"32304_at -1.683212e+00 -1.1689641606\n",
"32305_at NaN NaN\n",
"32306_g_at NaN NaN\n",
"32307_s_at -2.664971e-01 NaN\n",
"32308_r_at NaN NaN\n",
"32309_at NaN NaN\n",
"32310_f_at 2.132007e+00 2.0146282938\n",
"32311_r_at 6.866198e-01 NaN\n",
"32312_at NaN NaN\n",
"32313_at 4.696878e-01 0.0360702772\n",
"32314_g_at NaN NaN\n",
"32315_at 3.142616e+00 3.0831986472\n",
"32316_s_at 3.021284e+00 3.0002629974\n",
"32317_s_at 2.235263e+00 2.0303614218\n",
"32318_s_at 3.133665e+00 3.1109334598\n",
"32319_at 7.754961e-01 1.6684536507\n",
"32320_at 5.809846e-01 -4.1129008463\n",
"32321_at 1.965243e+00 1.6475978405\n",
"32322_at NaN NaN\n",
"32323_at 3.508174e-01 -0.3556977510\n",
"32324_at 2.921889e+00 2.8072281388\n",
"32325_at NaN NaN\n",
"32326_at -1.932981e-01 0.8397017194\n",
"32327_at NaN NaN\n",
"32328_at 1.022185e+00 1.8578443573\n",
"32329_at 1.593792e+00 1.8812377695\n",
"32330_at 3.181400e+00 3.1650369062\n",
"32331_at 1.922539e+00 1.8994420087\n",
"32332_at 2.728490e+00 2.6649269192\n",
"32333_at NaN NaN\n",
"32334_f_at 3.215872e+00 3.2097440875\n",
"32335_r_at 2.787850e+00 2.7511449203\n",
"32336_at 3.119782e+00 3.0803179404\n",
"32337_at 3.000913e+00 2.9274186824\n",
"32338_at NaN NaN\n",
"32339_at NaN NaN\n",
"32340_s_at 2.898256e+00 2.8513572358\n",
"32341_f_at 3.171741e+00 3.1512623977\n",
"32342_at NaN NaN\n",
"32343_at NaN -0.6425266373\n",
"32344_r_at NaN NaN\n",
"32345_at -7.762660e+00 NaN\n",
"32346_at -1.964216e+00 0.0010522514\n",
"32347_at 1.608460e+00 1.2619275917\n",
"32348_at NaN NaN\n",
"32349_at 7.014489e-01 1.0401516271\n",
"32350_at NaN NaN\n",
"32351_at NaN NaN\n",
"32352_at 2.220716e+00 2.2004231838\n",
"32353_at NaN NaN\n",
"32354_at NaN NaN\n",
"32355_at 1.147366e+00 1.3199915752\n",
"32356_at 5.155618e-01 1.3104602856\n",
"32357_at NaN NaN\n",
"32358_at -1.289932e+00 NaN\n",
"32359_at NaN NaN\n",
"32360_s_at 1.050040e-01 0.5462512222\n",
"32361_s_at NaN NaN\n",
"32362_r_at 2.182525e+00 2.5217748010\n",
"32363_at NaN NaN\n",
"32364_at 1.299936e-02 1.1954879993\n",
"32365_at NaN NaN\n",
"32366_at NaN NaN\n",
"32367_at NaN NaN\n",
"32368_at -6.225918e-01 -0.9888621691\n",
"32369_at NaN NaN\n",
"32370_at 1.012905e+00 1.3988582608\n",
"32371_at NaN NaN\n",
"32372_at 3.375084e-01 NaN\n",
"32373_at NaN NaN\n",
"32374_at 1.246131e+00 1.3112185530\n",
"32375_at NaN NaN\n",
"32376_at NaN NaN\n",
"32377_at NaN NaN\n",
"32378_at 3.202566e+00 3.1593056788\n",
"32379_f_at 1.462043e+00 0.3386216356\n",
"32380_at -5.870992e-01 NaN\n",
"32381_at NaN NaN\n",
"32382_at NaN NaN\n",
"32383_at NaN NaN\n",
"32384_g_at NaN NaN\n",
"32385_at NaN NaN\n",
"32386_at -3.366876e-01 0.5579359410\n",
"32387_at NaN NaN\n",
"32388_at NaN NaN\n",
"32389_at 2.286010e+00 2.5828916011\n",
"32390_at NaN NaN\n",
"32391_g_at NaN NaN\n",
"32392_s_at NaN NaN\n",
"32393_s_at 1.595950e+00 1.1989558655\n",
"32394_s_at 2.708787e+00 2.6838883774\n",
"32395_r_at 3.006127e+00 2.9627775038\n",
"32396_f_at 1.747252e+00 1.7204885192\n",
"32397_r_at 1.369514e+00 1.7340810422\n",
"32398_s_at 1.297597e+00 1.5455064782\n",
"32399_at NaN NaN\n",
"324_f_at 2.762160e+00 2.6842527113\n",
"32400_at NaN NaN\n",
"32401_at 1.679775e+00 0.1108151722\n",
"32402_s_at 1.709397e+00 1.9245706607\n",
"32403_at -2.683044e+00 -0.5642142306\n",
"32404_at -8.098171e-01 0.7584919858\n",
"32405_at 1.300449e+00 1.4100547827\n",
"32406_at 7.587655e-01 NaN\n",
"32407_f_at 1.658086e+00 1.6681517726\n",
"32408_s_at 2.850260e+00 2.8017828985\n",
"32409_at NaN 0.7197906667\n",
"32410_at NaN -1.0874664778\n",
"32411_at NaN NaN\n",
"32412_at 3.258268e+00 3.2274538951\n",
"32413_at NaN 0.6920298280\n",
"32414_at NaN NaN\n",
"32415_at NaN NaN\n",
"32416_at NaN NaN\n",
"32417_at -1.492438e-01 NaN\n",
"32418_at NaN NaN\n",
"32419_at 1.172948e+00 0.9643598640\n",
"32420_at -7.535875e-01 -0.1149767437\n",
"32421_at NaN NaN\n",
"32422_at NaN NaN\n",
"32423_at NaN NaN\n",
"32424_at NaN NaN\n",
"32425_at NaN -1.4959510041\n",
"32426_f_at NaN 0.4734620510\n",
"32427_at 7.727073e-01 -0.0526696753\n",
"32428_at NaN -0.1406832009\n",
"32429_f_at -1.130028e-01 -0.0441279516\n",
"32430_at -1.848062e+00 -0.6568554822\n",
"32431_at 1.303139e+00 1.5140637752\n",
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"32433_at 2.435121e+00 2.4637638684\n",
"32434_at 2.049983e-01 -0.0476985698\n",
"32435_at 3.171597e+00 3.1019002590\n",
"32436_at 3.032580e+00 2.9624524715\n",
"32437_at 3.230962e+00 3.2014945724\n",
"32438_at 3.288759e+00 3.2676528699\n",
"32439_at -2.039049e+00 0.3859356427\n",
"32440_at 3.047176e+00 2.9601698916\n",
"32441_at 1.729951e+00 1.5068005633\n",
"32442_at NaN NaN\n",
"32443_at 7.586636e-01 1.3143983041\n",
"32444_at 2.523243e+00 2.5278438341\n",
"32445_at 3.506572e-02 NaN\n",
"32446_at NaN NaN\n",
"32447_at NaN -1.5728622067\n",
"32448_at 3.635307e-01 NaN\n",
"32449_at NaN NaN\n",
"32450_at NaN NaN\n",
"32451_at NaN NaN\n",
"32452_at 6.871036e-01 0.7320010338\n",
"32453_at NaN NaN\n",
"32454_at NaN -0.5056799644\n",
"32455_s_at 2.097410e+00 1.8468472815\n",
"32456_s_at NaN -0.3445915326\n",
"32457_f_at NaN NaN\n",
"32458_f_at 7.211409e-01 1.3338655796\n",
"32459_at NaN NaN\n",
"32460_at -4.285737e-01 0.4975880096\n",
"32461_f_at NaN NaN\n",
"32462_s_at NaN NaN\n",
"32463_at NaN NaN\n",
"32464_at 3.438359e-01 0.5479792018\n",
"32465_at NaN -1.7893344754\n",
"32466_at 3.262399e+00 3.2742181044\n",
"32467_at 1.193070e+00 1.6048739056\n",
"32468_f_at 4.498765e-01 1.2347918335\n",
"32469_at 1.103821e+00 1.6456931194\n",
"32470_at NaN NaN\n",
"32471_at NaN NaN\n",
"32472_at NaN NaN\n",
"32473_at NaN NaN\n",
"32474_at 1.742404e+00 1.9111608506\n",
"32475_at NaN -1.4383899064\n",
"32476_at NaN NaN\n",
"32477_at NaN NaN\n",
"32478_f_at 2.190368e+00 2.1596434036\n",
"32479_at NaN NaN\n",
"32480_at NaN NaN\n",
"32481_at NaN NaN\n",
"32482_at NaN NaN\n",
"32483_at NaN NaN\n",
"32484_at 1.730501e+00 1.9044070507\n",
"32485_at 1.093560e+00 -3.8364150789\n",
"32486_at -1.728208e+00 NaN\n",
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"32488_at NaN NaN\n",
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"32490_at -4.056283e-01 -0.1618079403\n",
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"32492_g_at -6.653187e-01 1.2538297762\n",
"32493_at -2.908232e-01 1.2361206591\n",
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"32496_at -2.818406e+00 0.9998646139\n",
"32497_s_at 2.982727e-01 0.0615029635\n",
"32498_at 1.461788e+00 1.2567525005\n",
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"32505_at -3.233541e+00 1.1888333173\n",
"32506_at 8.426220e-01 NaN\n",
"32507_at -2.251764e+00 NaN\n",
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"32509_at 1.992739e+00 1.8404824979\n",
"32510_at 2.441549e+00 2.3177717887\n",
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"32518_at 2.240720e+00 2.0888516376\n",
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"32522_f_at 2.132588e+00 1.8331529689\n",
"32523_at 2.341763e+00 2.1982700094\n",
"32524_s_at NaN 0.5506155413\n",
"32525_r_at 1.335483e+00 1.7744860591\n",
"32526_at NaN NaN\n",
"32527_at NaN NaN\n",
"32528_at 2.256262e+00 2.0886528363\n",
"32529_at 2.287087e+00 2.0903321330\n",
"32530_at 2.683162e+00 2.5283347206\n",
"32531_at NaN NaN\n",
"32532_at 9.659954e-01 1.3672963945\n",
"32533_s_at NaN -0.7094579797\n",
"32534_f_at NaN NaN\n",
"32535_at 4.233207e-01 NaN\n",
"32536_at 2.698517e+00 2.5817340679\n",
"32537_at NaN NaN\n",
"32538_at -2.307049e+00 NaN\n",
"32539_at 2.011836e+00 1.7745079834\n",
"32540_at 1.269826e+00 1.5392789177\n",
"32541_at NaN 1.6100452162\n",
"32542_at 5.479875e-01 -0.1869530779\n",
"32543_at 2.697518e+00 2.6114518008\n",
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"32547_at 2.065214e+00 2.1334181495\n",
"32548_at 2.450190e+00 2.4467181741\n",
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"32551_at 8.720396e-01 0.5793662514\n",
"32552_at NaN NaN\n",
"32553_at 3.004743e+00 2.9880958506\n",
"32554_s_at 2.542993e+00 2.3663336552\n",
"32555_at 1.009169e+00 0.8999250339\n",
"32556_at 2.032959e+00 2.2555866420\n",
"32557_at 1.954069e+00 2.1027781186\n",
"32558_at 2.362250e+00 2.2143493099\n",
"32559_s_at 2.621506e+00 2.5622163783\n",
"32560_s_at 6.127568e-01 1.3265544871\n",
"32561_at 1.424278e+00 1.3541903177\n",
"32562_at NaN -0.3258437386\n",
"32563_at 2.421287e+00 2.3237990879\n",
"32564_at 2.571528e+00 2.4784942375\n",
"32565_at 7.817605e-01 NaN\n",
"32566_at 2.467508e+00 2.3459009526\n",
"32567_at 1.820183e+00 1.7414650854\n",
"32568_at NaN NaN\n",
"32569_at 1.943917e+00 1.6106934850\n",
"32570_at NaN NaN\n",
"32571_at 1.137313e+00 1.6364333208\n",
"32572_at 2.127760e+00 1.8339072766\n",
"32573_at 2.756580e+00 2.6671052537\n",
"32574_at 1.531577e+00 1.5977003298\n",
"32575_at 2.717907e+00 2.6275193096\n",
"32576_at 2.533019e+00 2.4462971649\n",
"32577_s_at 1.895494e+00 0.6956633605\n",
"32578_at 2.016451e+00 1.9412514429\n",
"32579_at 2.554440e+00 2.4293809337\n",
"32580_at 6.370342e-01 1.3440401285\n",
"32581_at NaN NaN\n",
"32582_at NaN NaN\n",
"32583_at 8.397554e-01 NaN\n",
"32584_at 2.238293e+00 2.1408623167\n",
"32585_at 1.442333e+00 1.2980664995\n",
"32586_at 2.403564e+00 2.3195928469\n",
"32587_at 1.989250e+00 1.9935243609\n",
"32588_s_at 2.693436e+00 2.5878109495\n",
"32589_at 2.216730e+00 2.1201930369\n",
"32590_at 2.812434e+00 2.7347750997\n",
"32591_at 2.478793e+00 2.3758453840\n",
"32592_at 2.223674e+00 2.1666777168\n",
"32593_at -8.960836e-01 NaN\n",
"32594_at 2.204855e+00 2.1333272162\n",
"32595_at 1.943682e+00 1.7345200896\n",
"32596_at NaN -1.7206106263\n",
"32597_at 1.748959e+00 1.7817044512\n",
"32598_at NaN -0.4771472935\n",
"32599_at 7.515474e-01 0.8037455991\n",
"326_i_at 2.988591e+00 2.9229374217\n",
"32600_at NaN NaN\n",
"32601_s_at -4.612217e-01 NaN\n",
"32602_at 1.691443e+00 1.3343583147\n",
"32603_at 4.401552e-02 NaN\n",
"32604_s_at -2.621969e-01 -0.4175511667\n",
"32605_r_at -1.290274e+00 NaN\n",
"32606_at 1.830899e+00 1.4896117097\n",
"32607_at 2.678759e+00 2.5729175549\n",
"32608_at 2.217488e+00 2.0754851989\n",
"32609_at 2.906821e+00 2.8381918130\n",
"32610_at NaN NaN\n",
"32611_at 2.646466e+00 2.5870976305\n",
"32612_at 1.869111e+00 1.6748795049\n",
"32613_at NaN NaN\n",
"32614_at NaN NaN\n",
"32615_at 2.021456e+00 1.5670477057\n",
"32616_at NaN NaN\n",
"32617_at 2.032230e+00 1.9089838659\n",
"32618_at 2.235174e+00 2.0399953666\n",
"32619_at NaN NaN\n",
"32620_at NaN NaN\n",
"32621_at 1.543596e+00 1.3757988081\n",
"32622_at 2.288397e+00 2.1251973592\n",
"32623_at -3.497928e-01 1.1509216334\n",
"32624_at 1.229618e+00 0.6427343086\n",
"32625_at NaN NaN\n",
"32626_at 1.478924e+00 1.8806562869\n",
"32627_at -3.686650e-01 0.2164790738\n",
"32628_at 2.359026e+00 2.2005553974\n",
"32629_f_at 1.733629e+00 1.7349910759\n",
"32630_f_at -5.752169e-01 1.0165377449\n",
"32631_at NaN NaN\n",
"32632_g_at 2.095500e+00 1.8100171505\n",
"32633_at NaN -0.4535590319\n",
"32634_s_at 1.588163e+00 1.3011149641\n",
"32635_at 2.671791e+00 2.5298375393\n",
"32636_f_at -1.396131e+00 0.5465620263\n",
"32637_r_at 3.409952e-01 NaN\n",
"32638_s_at 6.054187e-01 0.8099784559\n",
"32639_at NaN 0.0370033139\n",
"32640_at NaN -2.4005599259\n",
"32641_at -1.339209e-01 0.6373966157\n",
"32642_at NaN NaN\n",
"32643_at 1.981048e+00 1.7258536013\n",
"32644_at 2.511307e+00 2.4633693512\n",
"32645_at NaN NaN\n",
"32646_at 2.057168e+00 2.1536835787\n",
"32647_at 2.363007e+00 2.2518927554\n",
"32648_at NaN -0.3648552501\n",
"32649_at -2.847881e+00 NaN\n",
"32650_at 1.267868e+00 1.4050378324\n",
"32651_at NaN -6.0204693384\n",
"32652_g_at NaN NaN\n",
"32653_at -4.398209e-02 -1.4686224863\n",
"32654_g_at 2.114628e+00 1.8292884997\n",
"32655_s_at 2.115274e+00 2.0269139588\n",
"32656_at NaN -0.2786571367\n",
"32657_at 7.429030e-01 0.7355345941\n",
"32658_at 2.555842e+00 2.4387336327\n",
"32659_at 2.025048e+00 1.6191324352\n",
"32660_at 1.729081e+00 1.4137009567\n",
"32661_s_at 2.205337e+00 2.0428930109\n",
"32662_at 2.338787e+00 2.2114514651\n",
"32663_at NaN NaN\n",
"32664_at NaN NaN\n",
"32665_at 9.091342e-01 0.2158595862\n",
"32666_at 1.008541e+00 0.6578433696\n",
"32667_at 1.835981e+00 1.6112815144\n",
"32668_at -4.251083e-01 NaN\n",
"32669_at NaN NaN\n",
"32670_at -2.319718e+00 -1.9469293943\n",
"32671_at 9.919212e-01 -1.6150381993\n",
"32672_at -1.303276e+00 -0.1924607273\n",
"32673_at 1.999272e+00 1.9597651140\n",
"32674_at 2.157392e+00 1.9355619404\n",
"32675_at -1.909803e+00 NaN\n",
"32676_at 2.050706e+00 2.0342769923\n",
"32677_at 1.037214e+00 0.9605304647\n",
"32678_at NaN NaN\n",
"32679_at 1.984697e+00 1.7187508355\n",
"32680_at NaN -0.0897250595\n",
"32681_at 2.557612e+00 2.5181060220\n",
"32682_at NaN 0.0575312178\n",
"32683_at 1.361540e+00 1.6035435774\n",
"32684_at 1.269366e+00 0.2082278959\n",
"32685_at 1.364734e+00 1.0658018791\n",
"32686_at -2.492961e+00 -0.0860898537\n",
"32687_s_at -4.034585e-02 1.7096701615\n",
"32688_at NaN NaN\n",
"32689_s_at NaN NaN\n",
"32690_s_at NaN NaN\n",
"32691_s_at 1.146499e+00 1.4602685545\n",
"32692_at NaN NaN\n",
"32693_at -9.326988e-01 0.4047358393\n",
"32694_at NaN NaN\n",
"32695_at 2.400445e+00 2.2089507684\n",
"32696_at 1.994083e+00 1.7006059149\n",
"32697_at 1.501273e+00 1.1993480242\n",
"32698_at 1.224234e+00 1.5700393184\n",
"32699_s_at 1.201057e+00 1.6039807326\n",
"327_f_at 3.245898e+00 3.1998882555\n",
"32700_at 1.072181e+00 0.8763046877\n",
"32701_at 2.106537e+00 2.4246784263\n",
"32702_at 2.288394e+00 2.1416324866\n",
"32703_at 7.581987e-01 NaN\n",
"32704_at 1.010285e+00 -1.1705213388\n",
"32705_at -2.862676e+00 NaN\n",
"32706_at 8.437633e-01 0.5290994031\n",
"32707_at NaN NaN\n",
"32708_g_at 7.202742e-01 0.9067107991\n",
"32709_at NaN NaN\n",
"32710_at 1.242128e+00 1.5304952224\n",
"32711_g_at 2.487827e-01 NaN\n",
"32712_at NaN NaN\n",
"32713_at 1.965192e+00 1.9619079017\n",
"32714_s_at -3.387294e+00 NaN\n",
"32715_at 2.838975e+00 2.7356951892\n",
"32716_at 8.921049e-01 0.2640819242\n",
"32717_at 1.706771e+00 2.0623548606\n",
"32718_at -1.774973e+00 0.1632381054\n",
"32719_at -2.368011e+00 0.0806591283\n",
"32720_at 1.133582e+00 1.0568805782\n",
"32721_at 1.400144e+00 1.3818838029\n",
"32722_at NaN NaN\n",
"32723_at 1.943219e+00 1.8177283038\n",
"32724_at 1.629777e+00 0.8871372463\n",
"32725_at 1.672464e+00 1.6383659571\n",
"32726_g_at NaN NaN\n",
"32727_at NaN NaN\n",
"32728_at NaN NaN\n",
"32729_at -1.456924e+00 NaN\n",
"32730_at 2.261058e+00 2.1735081627\n",
"32731_at 1.471272e+00 1.4008384762\n",
"32732_at NaN NaN\n",
"32733_at -7.230474e-01 NaN\n",
"32734_at 1.918197e+00 1.8737429237\n",
"32735_at 1.483496e+00 1.4856196775\n",
"32736_at 1.066935e+00 1.5329588550\n",
"32737_at NaN NaN\n",
"32738_at 2.124634e+00 1.9740453375\n",
"32739_at 1.308898e+00 1.2427113100\n",
"32740_at -3.898742e-01 NaN\n",
"32741_at 1.350109e+00 1.4336093936\n",
"32742_s_at 3.950928e-01 -0.6761364185\n",
"32743_at -7.472955e-01 NaN\n",
"32744_at 3.236900e+00 3.2443936967\n",
"32745_at 1.975681e+00 1.7832142766\n",
"32746_at 9.098858e-01 0.7051232808\n",
"32747_at NaN 0.8280589268\n",
"32748_at 3.229215e+00 3.2126401127\n",
"32749_s_at 2.988477e+00 2.9384596944\n",
"32750_r_at 2.557201e+00 2.5763620666\n",
"32751_at 2.284133e+00 2.0862343507\n",
"32752_at 2.465134e+00 2.4178864284\n",
"32753_at 1.278022e+00 0.9338258073\n",
"32754_at 3.981549e-02 0.3749216247\n",
"32755_at NaN NaN\n",
"32756_at 2.645851e+00 2.5504253631\n",
"32757_at 2.838726e+00 2.7242698173\n",
"32758_g_at 2.652989e+00 2.5644276698\n",
"32759_at NaN 1.0760284938\n",
"32760_at NaN 0.7384682385\n",
"32761_at 2.575715e+00 2.5088370248\n",
"32762_i_at NaN 0.4278842879\n",
"32763_r_at 2.248969e-01 -1.8428391830\n",
"32764_at NaN NaN\n",
"32765_f_at 9.022697e-02 0.2697974511\n",
"32766_at 2.848936e+00 2.7908968496\n",
"32767_at 1.553290e+00 1.5086917533\n",
"32768_at -1.930444e+00 NaN\n",
"32769_at 2.559000e-01 NaN\n",
"32770_at -2.030688e-01 -0.9952740177\n",
"32771_at NaN -0.1739646369\n",
"32772_s_at NaN NaN\n",
"32773_at -8.309096e-01 NaN\n",
"32774_at 2.644783e+00 2.5732759229\n",
"32775_r_at 1.787265e+00 1.8669865683\n",
"32776_at 2.089787e+00 2.0266995978\n",
"32777_at 2.020577e+00 1.7340837570\n",
"32778_at 5.525629e-01 0.2800790879\n",
"32779_s_at 1.111832e+00 1.4219488905\n",
"32780_at 2.072951e+00 1.9388399722\n",
"32781_f_at -7.193692e-01 NaN\n",
"32782_r_at -2.159430e-01 NaN\n",
"32783_at NaN NaN\n",
"32784_at 1.064648e+00 -0.4030719863\n",
"32785_at 7.575242e-01 -1.0531453665\n",
"32786_at 2.159762e+00 2.0411255347\n",
"32787_at 2.479911e+00 2.5368024991\n",
"32788_at 1.686196e+00 1.5524793515\n",
"32789_at 1.835245e+00 1.4020226989\n",
"32790_at 2.119683e+00 2.0679021843\n",
"32791_at 2.329795e+00 2.1086600497\n",
"32792_at 1.552088e+00 0.5143590646\n",
"32793_at 8.864526e-01 0.9547190588\n",
"32794_g_at -4.697429e-01 0.8114742661\n",
"32795_at NaN NaN\n",
"32796_f_at NaN -2.8562277825\n",
"32797_at NaN 0.4749395253\n",
"32798_at 1.877025e+00 1.5023508024\n",
"32799_at 2.497271e+00 2.3912698796\n",
"328_at NaN NaN\n",
"32800_at 2.645131e+00 2.5910170030\n",
"32801_at 2.062825e+00 1.9252357438\n",
"32802_at 1.211297e+00 1.3647126053\n",
"32803_at 2.518500e+00 2.3130558258\n",
"32804_at 2.047653e+00 1.8686598984\n",
"32805_at 2.152955e+00 2.0187299437\n",
"32806_at 1.959479e+00 1.6389177024\n",
"32807_at 1.966317e+00 1.9481764088\n",
"32808_at 2.423468e+00 2.3433662182\n",
"32809_at 1.920033e+00 1.8671779431\n",
"32810_at 1.789535e+00 1.7128525693\n",
"32811_at 2.277489e+00 2.2177993456\n",
"32812_at NaN NaN\n",
"32813_s_at 1.473859e-01 NaN\n",
"32814_at 2.452373e+00 2.3767332837\n",
"32815_at 1.615518e+00 2.0196912582\n",
"32816_at 2.156573e+00 1.8997336353\n",
"32817_at NaN NaN\n",
"32818_at NaN NaN\n",
"32819_at 2.606496e+00 2.5636793973\n",
"32820_at 2.091518e+00 1.9365959054\n",
"32821_at NaN 0.0947294960\n",
"32822_at 1.917488e+00 1.7515160332\n",
"32823_at 2.121295e+00 2.1399322885\n",
"32824_at 1.423440e+00 1.0302182431\n",
"32825_at 2.805380e+00 2.6517536790\n",
"32826_at 2.325605e-01 0.9220425482\n",
"32827_at 1.181819e+00 1.0259529599\n",
"32828_at 2.192326e+00 1.8611134191\n",
"32829_at 1.825898e+00 1.7164141803\n",
"32830_g_at 1.983585e+00 2.0054662176\n",
"32831_at 1.868893e+00 1.8981381147\n",
"32832_at 2.478324e+00 2.3978187094\n",
"32833_at 1.926205e+00 1.7295243575\n",
"32834_r_at NaN NaN\n",
"32835_at 1.372140e+00 1.3123486305\n",
"32836_at 2.312931e+00 2.3040164738\n",
"32837_at 2.577309e+00 2.5619397836\n",
"32838_at 1.860929e+00 1.8203901739\n",
"32839_at NaN NaN\n",
"32840_at NaN NaN\n",
"32841_at 2.287709e+00 2.1813120488\n",
"32842_at 1.115567e+00 0.6107884341\n",
"32843_s_at 3.038498e+00 2.9567216052\n",
"32844_at 2.762118e+00 2.7471431153\n",
"32845_at NaN NaN\n",
"32846_s_at 2.408857e+00 2.1975198355\n",
"32847_at NaN NaN\n",
"32848_at 2.495994e+00 2.4010755111\n",
"32849_at 2.122138e+00 2.0696395918\n",
"32850_at 1.320807e+00 1.1042865019\n",
"32851_at 3.886685e-02 0.7745044220\n",
"32852_at 2.283448e+00 2.0081435264\n",
"32853_at 2.291589e+00 2.0922611143\n",
"32854_at 1.449605e+00 1.2419686335\n",
"32855_at 2.383133e+00 2.2880483570\n",
"32856_at -2.007933e-01 1.0364539357\n",
"32857_at 1.097772e+00 0.9021592374\n",
"32858_at 2.379848e+00 2.2621704950\n",
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"33281_at 1.269001e+00 1.6376638909\n",
"33282_at 2.436057e+00 2.2759714186\n",
"33283_at 2.277516e+00 1.9378498003\n",
"33284_at NaN -3.5976162467\n",
"33285_i_at 2.012944e+00 1.7330076200\n",
"33286_at NaN NaN\n",
"33287_at 2.006948e+00 1.6423989658\n",
"33288_i_at 1.708489e+00 1.6008451235\n",
"33289_f_at 1.614099e+00 1.2415964787\n",
"33290_at NaN 0.4401068828\n",
"33291_at 1.265904e+00 0.3120654709\n",
"33292_at 1.250591e+00 0.9744385672\n",
"33293_at 4.555939e-01 1.5556747542\n",
"33294_at 2.116385e+00 1.8140447585\n",
"33295_at -4.019251e+00 0.7293909569\n",
"33296_at 1.162186e+00 1.2783002208\n",
"33297_at 1.737539e+00 1.6060210209\n",
"33298_at NaN NaN\n",
"33299_at -2.541681e+00 0.5696446438\n",
"333_s_at 2.068637e+00 1.9763543758\n",
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"33301_g_at 2.331283e+00 2.2272687818\n",
"33302_at NaN NaN\n",
"33303_at NaN NaN\n",
"33304_at 1.772183e+00 1.6630780558\n",
"33305_at 1.874557e+00 1.6926198228\n",
"33306_at -2.434293e+00 -2.6404661976\n",
"33307_at 2.159030e+00 2.1792733868\n",
"33308_at 2.738032e+00 2.6799372057\n",
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"33312_at 3.142348e-01 -1.0366524003\n",
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"33316_at NaN NaN\n",
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"33318_at 5.604848e-01 -0.3488078616\n",
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"33322_i_at 3.064298e+00 2.9820455161\n",
"33323_r_at 2.891276e+00 2.7807707120\n",
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"33326_at 2.050124e+00 1.7123006779\n",
"33327_at -2.572754e+00 -0.2360787948\n",
"33328_at 8.439303e-01 NaN\n",
"33329_at 1.558474e+00 0.9841785592\n",
"33330_at NaN NaN\n",
"33331_at NaN NaN\n",
"33332_at NaN NaN\n",
"33333_at 8.944373e-01 0.3740906282\n",
"33334_at 1.799939e+00 1.7351791290\n",
"33335_at -7.722606e-01 NaN\n",
"33336_at NaN -3.6187040467\n",
"33337_at 1.863282e+00 1.5828637210\n",
"33338_at 2.282906e+00 2.0513676191\n",
"33339_g_at 2.255373e+00 2.3271333417\n",
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"33343_at 1.683421e+00 1.2417171107\n",
"33344_at NaN NaN\n",
"33345_at 9.259817e-01 1.1433964481\n",
"33346_r_at 2.606503e+00 2.5024521582\n",
"33347_at 1.677125e+00 1.5579360731\n",
"33348_at 1.263557e+00 1.2768319739\n",
"33349_at 1.578076e+00 1.6635114081\n",
"33350_s_at NaN -1.2978890953\n",
"33351_at 1.482624e+00 1.2873354143\n",
"33352_at 2.389139e+00 2.3295577809\n",
"33353_at 1.958827e+00 1.5826980774\n",
"33354_at 1.984334e+00 1.8880666103\n",
"33355_at 2.270264e+00 2.1152105587\n",
"33356_at NaN NaN\n",
"33357_at 2.302545e+00 2.2693036620\n",
"33358_at 2.214703e+00 2.1436436165\n",
"33359_at NaN NaN\n",
"33360_at 2.411060e+00 2.2541105889\n",
"33361_at 2.574199e+00 2.5117263185\n",
"33362_at NaN 0.0557439029\n",
"33363_at -2.154744e+00 0.8873119005\n",
"33364_at NaN NaN\n",
"33365_at 2.012970e+00 2.0139275368\n",
"33366_at 5.924168e-01 1.6652444394\n",
"33367_s_at 2.269714e+00 2.2712469841\n",
"33368_at 2.104710e+00 1.9824097775\n",
"33369_at 1.985834e+00 1.6295811255\n",
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"33372_at 2.289533e+00 2.3814089617\n",
"33373_at 1.530083e+00 0.8950194826\n",
"33374_at 1.568639e+00 1.3227972106\n",
"33375_at 1.101577e+00 0.1213970331\n",
"33376_at NaN -0.2649566879\n",
"33377_at 8.656216e-01 1.3511296745\n",
"33378_at 1.058055e+00 1.1922491152\n",
"33379_at NaN NaN\n",
"33380_at 2.248197e+00 2.0686464745\n",
"33381_at 2.774242e+00 2.7037841425\n",
"33382_at 1.328278e+00 -0.3632272853\n",
"33383_f_at NaN NaN\n",
"33384_at NaN -4.0445136873\n",
"33385_g_at 5.256726e-01 0.2033604838\n",
"33386_at 2.038145e+00 1.8655889337\n",
"33387_at NaN NaN\n",
"33388_at 2.640716e+00 2.5861209316\n",
"33389_at 1.396319e+00 -0.2679074121\n",
"33390_at NaN NaN\n",
"33391_r_at NaN NaN\n",
"33392_at 2.264532e+00 1.9826488802\n",
"33393_at 2.312906e+00 2.3055029570\n",
"33394_at 2.045261e+00 2.0192884635\n",
"33395_at -2.926243e+00 NaN\n",
"33396_at NaN 1.3581641069\n",
"33397_at 2.759255e+00 2.6725022241\n",
"33398_at 2.589230e+00 2.5086637438\n",
"33399_at 2.392809e+00 2.1530968031\n",
"334_s_at NaN -3.1478926758\n",
"33400_r_at 8.693343e-01 -0.4967655768\n",
"33401_at -1.368041e+00 NaN\n",
"33402_at 1.353545e+00 1.2278406300\n",
"33403_at 2.019900e+00 1.9449652233\n",
"33404_at 2.033053e+00 2.0153445789\n",
"33405_at 1.977673e+00 1.9248009462\n",
"33406_at 1.663298e+00 1.3241388479\n",
"33407_at 7.969477e-01 0.5891698867\n",
"33408_at 2.082819e+00 2.1150933706\n",
"33409_at 2.691882e+00 2.5350377621\n",
"33410_at NaN 0.3379558881\n",
"33411_g_at -1.127137e+00 NaN\n",
"33412_at 2.636878e+00 2.5177191673\n",
"33413_at 1.747346e+00 1.7571726513\n",
"33414_at 2.645483e+00 2.5537973684\n",
"33415_at 3.066570e+00 3.0154136841\n",
"33416_at 1.098670e+00 1.4475908533\n",
"33417_at -4.379742e-01 0.0243730730\n",
"33418_at 1.964883e+00 1.7037921556\n",
"33419_at 8.931027e-01 -0.3240280113\n",
"33420_g_at 1.871569e+00 1.6089825010\n",
"33421_s_at 1.587344e+00 0.9911115769\n",
"33422_at 2.245906e+00 2.0373110265\n",
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"33427_s_at -7.259934e-01 -0.9133918193\n",
"33428_s_at -1.039703e+00 -0.7305016318\n",
"33429_at 2.028571e+00 1.8749676472\n",
"33430_at NaN -0.0114042918\n",
"33431_at NaN NaN\n",
"33432_at 1.779627e+00 1.6946171899\n",
"33433_at 1.960853e+00 1.3727873171\n",
"33434_at 1.053135e+00 1.0917405851\n",
"33435_r_at -5.728756e-01 NaN\n",
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"33437_at 1.565744e+00 0.7801243548\n",
"33438_at 2.591463e+00 2.4587541298\n",
"33439_at 1.842691e+00 1.4883580278\n",
"33440_at NaN NaN\n",
"33441_at 2.075422e+00 2.0197179122\n",
"33442_at NaN NaN\n",
"33443_at 1.881982e+00 1.6235629554\n",
"33444_at 1.617921e+00 1.4875168593\n",
"33445_at NaN NaN\n",
"33446_at 1.867558e+00 1.7328758946\n",
"33447_at 2.653812e+00 2.5250811750\n",
"33448_at 2.554972e+00 2.5369654913\n",
"33449_at 2.226582e+00 2.2598955077\n",
"33450_at -7.555507e-01 NaN\n",
"33451_s_at 2.817789e+00 2.7574274177\n",
"33452_at -1.441234e+00 NaN\n",
"33453_at 2.093337e+00 2.0116291828\n",
"33454_at 2.684575e+00 2.6372980098\n",
"33455_at 9.377956e-01 1.6099221907\n",
"33456_at 2.438533e+00 2.2995464414\n",
"33457_at -5.802064e-01 -0.1386917116\n",
"33458_r_at 2.639084e+00 2.5613806366\n",
"33459_at NaN NaN\n",
"33460_at NaN NaN\n",
"33461_at -1.011921e+00 NaN\n",
"33462_at NaN NaN\n",
"33463_at 1.309279e+00 1.1458687389\n",
"33464_at 4.181796e-01 0.8087083606\n",
"33465_at 1.344349e-03 NaN\n",
"33466_at 1.969959e+00 2.0323534451\n",
"33467_at -3.377889e-02 1.2752155149\n",
"33468_at 1.126708e+00 1.6891767517\n",
"33469_r_at NaN 0.4564652636\n",
"33470_at 1.781896e+00 2.1103657733\n",
"33471_g_at 9.676589e-01 1.4927684572\n",
"33472_at 1.486102e+00 1.7770902530\n",
"33473_at NaN NaN\n",
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"33475_at 6.649581e-01 -0.2727918357\n",
"33476_at NaN NaN\n",
"33477_at -4.950432e+00 NaN\n",
"33478_at NaN NaN\n",
"33479_g_at -7.238656e-02 -0.3602658309\n",
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"33481_at NaN NaN\n",
"33482_at NaN NaN\n",
"33483_at 5.685558e-01 -1.2371144579\n",
"33484_at 9.628642e-01 0.8434231061\n",
"33485_at 2.992616e+00 2.9968479615\n",
"33486_at NaN NaN\n",
"33487_at -5.455516e+00 -1.8415010534\n",
"33488_at NaN NaN\n",
"33489_at 9.129369e-01 1.2710595509\n",
"33490_at NaN NaN\n",
"33491_at NaN NaN\n",
"33492_at 1.227564e+00 1.3883879954\n",
"33493_at 1.794309e+00 1.9491270345\n",
"33494_at 5.372827e-01 NaN\n",
"33495_at NaN NaN\n",
"33496_at NaN NaN\n",
"33497_at NaN NaN\n",
"33498_at NaN NaN\n",
"33499_s_at 1.039641e+00 1.0527520963\n",
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"33504_at NaN NaN\n",
"33505_at NaN NaN\n",
"33506_at 1.566756e+00 1.7582254717\n",
"33507_g_at NaN -0.5156774153\n",
"33508_at NaN 0.6771728608\n",
"33509_at NaN NaN\n",
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"33511_at NaN NaN\n",
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"33516_at NaN NaN\n",
"33517_f_at 5.610165e-01 NaN\n",
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"33519_at NaN NaN\n",
"33520_at 9.927487e-01 1.4239405251\n",
"33521_at 4.989524e-01 0.3701209951\n",
"33522_at NaN 1.1433179692\n",
"33523_at NaN 0.1550993929\n",
"33524_at NaN NaN\n",
"33525_at NaN NaN\n",
"33526_at NaN NaN\n",
"33527_at -3.312749e+00 NaN\n",
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"33529_at NaN NaN\n",
"33530_at -2.275255e+00 NaN\n",
"33531_at NaN NaN\n",
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"33533_at -8.247243e-01 0.5219828673\n",
"33534_at NaN NaN\n",
"33535_at 1.339189e+00 1.0575540150\n",
"33536_at NaN NaN\n",
"33537_at -2.524271e+00 -0.7101460914\n",
"33538_at NaN NaN\n",
"33539_at 1.211727e-01 0.0961844447\n",
"33540_at -6.364111e-01 NaN\n",
"33541_s_at NaN NaN\n",
"33542_at NaN NaN\n",
"33543_s_at 2.053005e+00 1.9158106555\n",
"33544_at NaN NaN\n",
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"33546_at -1.961079e+00 0.9184468924\n",
"33547_i_at NaN NaN\n",
"33548_f_at -1.023160e+00 NaN\n",
"33549_at 2.953161e-01 0.5305456074\n",
"33550_at -8.313637e-01 NaN\n",
"33551_s_at NaN NaN\n",
"33552_at NaN NaN\n",
"33553_r_at NaN NaN\n",
"33554_at NaN NaN\n",
"33555_at NaN 0.6101116382\n",
"33556_at 8.412460e-01 -2.0895076759\n",
"33557_at NaN 1.5576477259\n",
"33558_at 1.174352e+00 1.7981005416\n",
"33559_at 6.881584e-01 0.6916273076\n",
"33560_at NaN NaN\n",
"33561_at 2.913093e-01 1.0305646189\n",
"33562_g_at -1.684360e+00 NaN\n",
"33563_s_at NaN NaN\n",
"33564_at NaN NaN\n",
"33565_at NaN NaN\n",
"33566_at NaN 1.1430720103\n",
"33567_at 5.658388e-01 0.1155721603\n",
"33568_at 1.428127e+00 1.4972695291\n",
"33569_at -3.125128e+00 1.0582922639\n",
"33570_at NaN NaN\n",
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"33581_at -2.826921e+00 -0.8690341519\n",
"33582_s_at NaN NaN\n",
"33583_r_at NaN NaN\n",
"33584_at 7.358946e-01 NaN\n",
"33585_at NaN NaN\n",
"33586_at NaN NaN\n",
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"33588_at NaN NaN\n",
"33589_at NaN NaN\n",
"33590_at 7.986153e-03 NaN\n",
"33591_at NaN NaN\n",
"33592_at NaN NaN\n",
"33593_at 1.976843e-01 0.6016673451\n",
"33594_at 1.240252e+00 1.3258908228\n",
"33595_r_at NaN -0.4673985187\n",
"33596_at NaN NaN\n",
"33597_at 6.515159e-02 NaN\n",
"33598_r_at NaN NaN\n",
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"336_at -2.623575e+00 -2.3650579059\n",
"33600_at NaN NaN\n",
"33601_at 1.071020e+00 1.4455903163\n",
"33602_at -8.490795e-01 0.5933164268\n",
"33603_at NaN 0.4765525651\n",
"33604_at NaN NaN\n",
"33605_at NaN NaN\n",
"33606_g_at NaN NaN\n",
"33607_at 1.533683e+00 1.4560767030\n",
"33608_at NaN NaN\n",
"33609_at NaN -0.8159630256\n",
"33610_at NaN NaN\n",
"33611_g_at NaN NaN\n",
"33612_at NaN NaN\n",
"33613_at NaN NaN\n",
"33614_at 3.202294e+00 3.1804967471\n",
"33615_at NaN NaN\n",
"33616_at NaN 0.4071768725\n",
"33617_s_at NaN NaN\n",
"33618_at 5.891805e-01 0.1839900911\n",
"33619_at 2.993345e+00 2.9451544849\n",
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"33623_g_at NaN NaN\n",
"33624_at NaN NaN\n",
"33625_g_at -6.697139e-01 NaN\n",
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"33627_at NaN NaN\n",
"33628_g_at NaN NaN\n",
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"33630_s_at 8.590136e-01 -3.2141020182\n",
"33631_at 1.894548e+00 1.4961529638\n",
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"33634_at 8.860456e-01 1.4462799478\n",
"33635_at 8.995973e-01 2.0189817563\n",
"33636_at NaN NaN\n",
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"33638_at -4.381448e+00 0.3701123883\n",
"33639_g_at NaN 0.8838498760\n",
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"33641_g_at NaN NaN\n",
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"33644_at NaN NaN\n",
"33645_at NaN NaN\n",
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"33647_s_at 1.702383e+00 2.1652609123\n",
"33648_at 1.567987e+00 NaN\n",
"33649_at NaN NaN\n",
"33650_at 2.274838e+00 2.1540024745\n",
"33651_at NaN 0.5175600920\n",
"33652_at NaN NaN\n",
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"33654_at NaN NaN\n",
"33655_f_at 2.197183e-01 -3.5303923509\n",
"33656_at 3.084198e+00 3.0583608926\n",
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"33659_at 3.232143e+00 3.1832416548\n",
"33660_at 2.939879e+00 2.9024187893\n",
"33661_at NaN NaN\n",
"33662_at NaN 0.3234029194\n",
"33663_at NaN NaN\n",
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"33665_s_at NaN 0.2322113066\n",
"33666_at 2.678067e+00 2.5945948036\n",
"33667_at 3.318955e+00 3.2842345245\n",
"33668_at 3.168048e+00 3.1327976976\n",
"33669_at -1.083871e+01 NaN\n",
"33670_at 1.703188e+00 1.5699139309\n",
"33671_f_at NaN NaN\n",
"33672_f_at 9.305684e-01 -1.3884862079\n",
"33673_r_at NaN NaN\n",
"33674_at 3.163920e+00 3.1565684252\n",
"33675_at -2.417650e+00 0.9403058930\n",
"33676_at 3.245983e+00 3.2003672996\n",
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"33682_at 6.585782e-01 0.5875602968\n",
"33683_at 2.519794e+00 2.4310293344\n",
"33684_at -9.904983e-01 0.0056739121\n",
"33685_at 1.669619e+00 1.8750428035\n",
"33686_at 1.195929e+00 0.2539981151\n",
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"33690_at 1.493495e+00 1.2867554876\n",
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"33695_at -3.533377e+00 -1.3098510617\n",
"33696_at -1.269310e+00 0.6572475936\n",
"33697_at 1.131542e+00 0.9329028118\n",
"33698_at -3.454704e+00 -1.1323171031\n",
"33699_at NaN -2.4554741541\n",
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"33704_at -3.709749e-02 1.5602656088\n",
"33705_at -4.048765e-01 -2.3681847188\n",
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"33709_at 7.657306e-01 0.4495264770\n",
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"33712_at 1.288424e+00 1.7966253574\n",
"33713_at 2.557359e+00 2.4646767182\n",
"33714_at 1.867030e+00 1.9012069435\n",
"33715_r_at NaN NaN\n",
"33716_at 2.324538e+00 2.1766910039\n",
"33717_at NaN -4.0135671770\n",
"33718_at 6.944088e-01 1.6954214120\n",
"33719_at 1.546845e+00 1.6196271547\n",
"33720_at 1.414008e+00 1.3350604252\n",
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"33723_at NaN NaN\n",
"33724_at 1.549315e+00 1.5520987178\n",
"33725_at NaN NaN\n",
"33726_at 1.658139e+00 1.1412906298\n",
"33727_r_at NaN 0.6856204351\n",
"33728_at 1.367253e+00 1.3797469236\n",
"33729_at NaN -5.5862613710\n",
"33730_at 1.502779e+00 1.7805895181\n",
"33731_at NaN NaN\n",
"33732_at 1.836028e+00 1.8318485358\n",
"33733_at 1.842670e+00 1.9376934016\n",
"33734_at -5.678406e-02 -0.5353474294\n",
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"33739_at -5.375572e+00 NaN\n",
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"33741_at 1.713462e+00 1.3033523627\n",
"33742_f_at NaN NaN\n",
"33743_at NaN NaN\n",
"33744_at 2.049635e+00 1.9721828743\n",
"33745_at 1.215925e+00 -2.0008808785\n",
"33746_at 2.081998e+00 1.8253681136\n",
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"33749_at 1.837481e+00 1.6466446599\n",
"33750_at 1.813200e+00 1.8729235513\n",
"33751_at 1.348700e+00 1.4241343533\n",
"33752_at 2.027467e+00 1.9333690105\n",
"33753_at 2.182807e+00 1.9915703472\n",
"33754_at 8.629696e-01 NaN\n",
"33755_at NaN -1.5802946611\n",
"33756_at NaN NaN\n",
"33757_f_at 1.591626e+00 1.6162905710\n",
"33758_f_at 2.203266e+00 2.2250159413\n",
"33759_at NaN NaN\n",
"33760_at 1.634058e+00 0.5589963552\n",
"33761_s_at 1.559232e+00 1.5443653620\n",
"33762_r_at -7.473952e-02 1.0367318804\n",
"33763_at -2.338624e+00 NaN\n",
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"33766_at NaN NaN\n",
"33767_at NaN NaN\n",
"33768_at 2.453910e+00 2.4965044200\n",
"33769_at NaN 0.4137523071\n",
"33770_at 2.394152e+00 2.3054999545\n",
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"33772_at NaN NaN\n",
"33773_at NaN -0.5879560400\n",
"33774_at 1.472776e+00 1.6009910746\n",
"33775_s_at NaN NaN\n",
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"33777_at NaN NaN\n",
"33778_at 1.893575e+00 1.9862084329\n",
"33779_at 2.051966e+00 2.2200274382\n",
"33780_at NaN NaN\n",
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"33782_r_at 2.745384e+00 2.7386109029\n",
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"33784_at 2.173211e+00 2.0692043662\n",
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"33787_at 1.391257e+00 0.2371547384\n",
"33788_at 9.639096e-01 -3.1964688218\n",
"33789_at 4.580672e-01 -0.4649968223\n",
"33790_at NaN -0.9656822067\n",
"33791_at 1.371695e+00 1.3373102307\n",
"33792_at 1.147543e+00 -1.3733187179\n",
"33793_at NaN NaN\n",
"33794_g_at 1.047254e+00 1.4338156505\n",
"33795_at 1.950177e+00 1.8940041644\n",
"33796_at 2.361261e+00 2.1926140367\n",
"33797_at 2.255238e+00 2.1607283546\n",
"33798_at 6.764717e-02 NaN\n",
"33799_at 2.401291e+00 2.3130450835\n",
"338_at 1.013568e+00 -1.8670229862\n",
"33800_at 2.124117e+00 1.9757864726\n",
"33801_at 1.030970e-01 1.6433896692\n",
"33802_at 1.583763e-01 0.7117347212\n",
"33803_at NaN 0.7934688961\n",
"33804_at 1.674973e+00 1.4680613579\n",
"33805_at 1.967513e+00 1.7896717784\n",
"33806_at 1.806160e+00 2.0500752978\n",
"33807_at 9.181609e-01 NaN\n",
"33808_at 1.944204e+00 1.6272565746\n",
"33809_at NaN NaN\n",
"33810_at 2.204533e+00 2.0944961985\n",
"33811_at NaN 0.5426755873\n",
"33812_at 1.392749e+00 1.4115573195\n",
"33813_at 4.688529e-01 0.4052050182\n",
"33814_at 2.502681e+00 2.4913052286\n",
"33815_at 2.345149e+00 2.1932487532\n",
"33816_at 1.521754e+00 1.5360871112\n",
"33817_at 1.098170e+00 1.3086470642\n",
"33818_at 2.617041e+00 2.6625726888\n",
"33819_at NaN NaN\n",
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"33821_at 2.722718e+00 2.6155149810\n",
"33822_at 2.668775e+00 2.6086343316\n",
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"33824_at 3.223556e+00 3.2205200372\n",
"33825_at 2.345340e+00 2.3060558603\n",
"33826_at 2.483816e+00 2.4949384515\n",
"33827_at NaN -0.7295713345\n",
"33828_at 2.118193e+00 2.0224527965\n",
"33829_at 1.328452e+00 0.7328131930\n",
"33830_at 1.957377e+00 1.3958777125\n",
"33831_at 1.285428e+00 1.2793982105\n",
"33832_at NaN NaN\n",
"33833_at 2.473491e+00 2.4055834859\n",
"33834_at 2.401810e+00 2.2474823000\n",
"33835_at 1.864635e+00 1.5929687877\n",
"33836_at 2.454972e+00 2.4389312552\n",
"33837_at 1.130116e+00 0.8269823158\n",
"33838_at 2.603330e+00 2.5355725339\n",
"33839_at 1.579210e+00 1.7377333141\n",
"33840_at 1.045521e+00 0.9800221968\n",
"33841_at 1.522885e+00 1.7319474427\n",
"33842_at 1.071618e+00 0.6945526722\n",
"33843_g_at NaN -1.2696211180\n",
"33844_at 2.245892e+00 1.8881674285\n",
"33845_at 2.694481e+00 2.6365511811\n",
"33846_at NaN NaN\n",
"33847_s_at 1.705080e+00 1.4092854409\n",
"33848_r_at -5.882744e-01 0.2153423513\n",
"33849_at 1.249735e+00 0.9561607640\n",
"33850_at 1.848287e+00 1.8122965680\n",
"33851_at NaN NaN\n",
"33852_at 1.562284e+00 1.6923611881\n",
"33853_s_at NaN NaN\n",
"33854_at 1.830859e+00 1.6420472893\n",
"33855_at 2.462672e+00 2.4363891980\n",
"33856_at 2.631366e+00 2.5609473201\n",
"33857_at 9.462584e-01 0.2674577613\n",
"33858_at NaN NaN\n",
"33859_at 2.613482e+00 2.5158340771\n",
"33860_at 2.372378e+00 2.2765721753\n",
"33861_at 2.139599e+00 1.8852308391\n",
"33862_at 2.151011e+00 1.8835033050\n",
"33863_at 2.758979e+00 2.7626699344\n",
"33864_at 1.127726e+00 1.5259393871\n",
"33865_at 2.336938e+00 2.2128678006\n",
"33866_at 2.377484e+00 2.2437883917\n",
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"33868_at 1.950478e+00 1.8614680049\n",
"33869_at 6.947523e-01 0.1480922037\n",
"33870_at 1.695641e+00 1.1276551525\n",
"33871_s_at NaN NaN\n",
"33872_at NaN NaN\n",
"33873_at 2.616909e+00 2.4847716825\n",
"33874_at NaN NaN\n",
"33875_at 2.611484e+00 2.5441014650\n",
"33876_at 1.491662e+00 1.1689293982\n",
"33877_s_at 2.566670e+00 2.4148487042\n",
"33878_at 2.175917e+00 2.1456166033\n",
"33879_at 2.057193e+00 2.1480708753\n",
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"33881_at 1.795708e+00 1.7946862810\n",
"33882_at 5.008478e-01 1.2795623213\n",
"33883_at NaN NaN\n",
"33884_s_at 1.703285e+00 1.9169941441\n",
"33885_at 1.907184e+00 1.5434668823\n",
"33886_at 6.423387e-01 0.8717003630\n",
"33887_at 2.569367e+00 2.5367504152\n",
"33888_at 2.153827e+00 2.1012503747\n",
"33889_s_at 2.464621e+00 2.2950599900\n",
"33890_at NaN NaN\n",
"33891_at 2.294681e+00 2.0568299856\n",
"33892_at NaN -3.1519919061\n",
"33893_r_at NaN NaN\n",
"33894_at 3.374910e-01 NaN\n",
"33895_at 1.738461e+00 1.6722633683\n",
"33896_at NaN NaN\n",
"33897_at NaN 0.6137357237\n",
"33898_at 2.359669e+00 2.1794627766\n",
"33899_at 1.872440e+00 1.2453417348\n",
"339_at NaN -1.2418503417\n",
"33900_at 1.902494e+00 1.7334806031\n",
"33901_at 2.461212e+00 2.3521426917\n",
"33902_at NaN NaN\n",
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"33904_at 2.912205e+00 2.8468594439\n",
"33905_at 2.020907e+00 1.9606153560\n",
"33906_at 2.539133e+00 2.3828381370\n",
"33907_at 1.355791e+00 1.2912327590\n",
"33908_at 2.683102e+00 2.6353229565\n",
"33909_at 2.758238e+00 2.7120821766\n",
"33910_at NaN NaN\n",
"33911_at NaN NaN\n",
"33912_at 1.885046e+00 1.7600481645\n",
"33913_at 2.692564e+00 2.7585107784\n",
"33914_r_at -2.337874e+00 -1.2446988824\n",
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"33919_at 1.805098e+00 1.4776664675\n",
"33920_at 2.555050e+00 2.4433928959\n",
"33921_at 2.397307e+00 2.3905934054\n",
"33922_at -2.413051e-01 -0.0606412747\n",
"33923_s_at NaN NaN\n",
"33924_at 1.448818e+00 0.6535545689\n",
"33925_at 7.683311e-01 NaN\n",
"33926_at NaN NaN\n",
"33927_i_at NaN NaN\n",
"33928_r_at -3.586271e+00 NaN\n",
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"33930_at 1.722320e+00 1.4993194079\n",
"33931_at 2.896618e+00 2.7901497305\n",
"33932_at 2.189297e+00 2.1383245016\n",
"33933_at NaN -0.4933999570\n",
"33934_at NaN NaN\n",
"33935_at 1.581969e+00 1.2793190826\n",
"33936_at 5.930204e-01 0.6020807167\n",
"33937_at 8.435567e-01 -1.4371792225\n",
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"33940_at NaN NaN\n",
"33941_at NaN NaN\n",
"33942_s_at 2.120050e+00 2.0221820194\n",
"33943_at 2.951595e+00 2.8856838483\n",
"33944_at 2.493095e+00 2.4742581601\n",
"33945_at NaN NaN\n",
"33946_at NaN 0.2755027831\n",
"33947_at 1.619689e+00 1.5303790139\n",
"33948_at NaN NaN\n",
"33949_at -2.771490e-01 -0.9837469498\n",
"33950_g_at 2.151112e+00 2.2330041451\n",
"33951_at NaN NaN\n",
"33952_at 1.664194e+00 1.8385608826\n",
"33953_at NaN NaN\n",
"33954_at 1.327803e+00 1.2716975674\n",
"33955_at NaN -1.6421126641\n",
"33956_at NaN NaN\n",
"33957_at NaN NaN\n",
"33958_at 5.568221e-01 0.2960183107\n",
"33959_at NaN NaN\n",
"33960_s_at -7.280094e-01 NaN\n",
"33961_at 1.168078e+00 1.4212494575\n",
"33962_at NaN NaN\n",
"33963_at NaN NaN\n",
"33964_at NaN NaN\n",
"33965_at NaN NaN\n",
"33966_at 1.307006e-01 -2.6806563123\n",
"33967_at 1.322075e+00 1.0550682986\n",
"33968_at NaN NaN\n",
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"33970_at NaN -2.0703865114\n",
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"33972_r_at NaN NaN\n",
"33973_at 9.709177e-01 1.2162232106\n",
"33974_at NaN 0.2376954065\n",
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"33979_at NaN NaN\n",
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"33983_at NaN NaN\n",
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"33985_s_at 1.539079e+00 1.5611166236\n",
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"33990_at NaN NaN\n",
"33991_g_at -1.142970e+00 NaN\n",
"33992_at NaN NaN\n",
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"33995_at NaN NaN\n",
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"34011_at 4.229697e-02 NaN\n",
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"34032_at 7.797973e-01 NaN\n",
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"34042_at -1.303052e+00 NaN\n",
"34043_at -2.755670e+00 NaN\n",
"34044_at NaN NaN\n",
"34045_at 9.765751e-02 NaN\n",
"34046_at 1.810003e+00 1.9090964030\n",
"34047_at 1.126208e+00 1.4810389341\n",
"34048_at NaN NaN\n",
"34049_at NaN 0.3361702473\n",
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"34051_at NaN NaN\n",
"34052_at -2.941927e+00 NaN\n",
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"34054_at -1.664949e+00 0.3107856168\n",
"34055_at NaN 0.2731192413\n",
"34056_g_at 1.467408e+00 1.8603203084\n",
"34057_at -8.451582e-01 -0.0274015566\n",
"34058_at -1.919359e+00 0.5323346543\n",
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"34061_at NaN NaN\n",
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"34065_at -5.640553e-01 0.7390398802\n",
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"34070_s_at -8.423090e-01 0.9431336044\n",
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"34182_at 2.007684e+00 2.0603236691\n",
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"34216_at 7.550219e-01 0.9333966543\n",
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"34221_at 1.973516e+00 2.0239138859\n",
"34222_at -4.725888e-01 NaN\n",
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"34224_at 2.427074e+00 2.4071527829\n",
"34225_at 1.840106e+00 1.8259314358\n",
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"34227_i_at -8.672415e-01 NaN\n",
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"34254_at 7.601347e-01 -1.2584016798\n",
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"34259_at 2.538872e+00 2.4494894820\n",
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"34278_at 2.579232e+00 2.3990152998\n",
"34279_at 2.973742e+00 2.9625496237\n",
"34280_at -4.060582e-01 1.1570798810\n",
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"34282_at -1.942542e+00 NaN\n",
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"34285_at 1.430741e+00 1.6510376205\n",
"34286_at 1.673034e+00 1.2786590750\n",
"34287_at 1.865354e+00 1.9834259221\n",
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"34294_at 1.986231e+00 2.2362862074\n",
"34295_at -6.663651e-02 NaN\n",
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"34299_at 2.277605e+00 2.1863987456\n",
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"34305_at 2.683778e+00 2.6840160862\n",
"34306_at 1.941877e+00 1.7498898600\n",
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"34322_r_at NaN NaN\n",
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"34324_at -7.419854e-01 -3.2907147665\n",
"34325_at 2.424113e+00 2.2725751357\n",
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"34331_at NaN NaN\n",
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"34333_at 1.993278e+00 1.9426346371\n",
"34334_at -1.866163e+00 NaN\n",
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"34337_s_at 1.980714e+00 1.5695450910\n",
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"34342_s_at NaN NaN\n",
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"34345_at 2.819552e+00 2.6477317764\n",
"34346_at 2.378344e+00 2.3425954194\n",
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"34357_g_at 9.302462e-01 NaN\n",
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"34359_at 2.314928e+00 2.1887070266\n",
"34360_s_at -9.701746e-02 NaN\n",
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"34363_at NaN NaN\n",
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"34365_at -1.639197e-01 NaN\n",
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"34382_at NaN NaN\n",
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"34384_at 9.758745e-01 1.1228467851\n",
"34385_at 2.083584e+00 1.7116100851\n",
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"34391_at 2.060380e+00 1.8582881071\n",
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"34399_at NaN NaN\n",
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"34405_at 2.512968e+00 2.3975890550\n",
"34406_at 2.209454e+00 2.0639661747\n",
"34407_at NaN 1.8675502469\n",
"34408_at 2.103243e+00 2.0745156604\n",
"34409_at 2.614574e+00 2.5764468188\n",
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"34412_s_at NaN NaN\n",
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"34437_at NaN NaN\n",
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"34439_at NaN 0.6398511048\n",
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"34450_at NaN -1.7322014785\n",
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"34453_at 1.028733e+00 1.2006515670\n",
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"34455_at 6.199372e-01 NaN\n",
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"34476_r_at NaN NaN\n",
"34477_at -3.056413e+00 NaN\n",
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"34479_at NaN 0.8638233034\n",
"34480_at 1.130217e+00 1.6917875697\n",
"34481_at NaN 1.0675037094\n",
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"34484_at 1.143808e+00 1.3334033205\n",
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"34491_at 1.532310e+00 1.6852645861\n",
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"34496_at NaN 0.3487038296\n",
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"34503_at 1.205599e+00 1.4708959587\n",
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"34506_at 1.267936e+00 1.2579747107\n",
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"34508_r_at 1.866477e+00 1.8394385398\n",
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"34518_at NaN NaN\n",
"34519_at 4.986484e-01 NaN\n",
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"34530_at 2.053705e+00 1.8802960750\n",
"34531_at NaN -2.7792739199\n",
"34532_at 2.283423e+00 2.0981987343\n",
"34533_at 1.190860e+00 1.8226650109\n",
"34534_at NaN NaN\n",
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"34537_at NaN -1.0710409395\n",
"34538_at 1.448269e+00 1.4170937440\n",
"34539_at 1.834739e+00 1.6315185142\n",
"34540_at 6.106292e-01 -0.0562077618\n",
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"34542_at 1.216653e+00 1.0868316821\n",
"34543_at NaN NaN\n",
"34544_at 1.747574e+00 1.3839675411\n",
"34545_at 7.822445e-02 1.5046985479\n",
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"34550_at 1.109400e+00 0.0200019626\n",
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"34554_at -6.021905e-01 0.7513829836\n",
"34555_at -6.172952e-01 0.2223592747\n",
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"34558_at 6.859923e-01 1.4492973289\n",
"34559_at 1.036267e+00 1.2056824596\n",
"34560_at 1.571632e+00 1.7184946767\n",
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"34563_at 2.325488e+00 2.1360578593\n",
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"34565_at NaN NaN\n",
"34566_at NaN NaN\n",
"34567_at -2.326735e+00 NaN\n",
"34568_at -4.732290e-01 1.3331750474\n",
"34569_at NaN NaN\n",
"34570_at 3.040280e+00 2.9978485417\n",
"34571_at NaN -0.0774700448\n",
"34572_at 3.874338e-01 0.7676640823\n",
"34573_at 2.283353e+00 2.3887760611\n",
"34574_at 8.505633e-01 NaN\n",
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"34577_at 9.730704e-01 1.3328216193\n",
"34578_at 2.319682e+00 2.2562458280\n",
"34579_r_at NaN NaN\n",
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"34582_at NaN NaN\n",
"34583_at NaN NaN\n",
"34584_at 6.959604e-01 0.3651370847\n",
"34585_at NaN NaN\n",
"34586_s_at 2.434436e-01 1.5818870027\n",
"34587_at NaN NaN\n",
"34588_i_at 1.427099e+00 1.7092395854\n",
"34589_f_at NaN -1.0435691325\n",
"34590_at NaN NaN\n",
"34591_at NaN NaN\n",
"34592_at 3.266267e+00 3.2759981160\n",
"34593_g_at 3.298115e+00 3.2917227098\n",
"34594_at 3.509644e-01 -1.3196878954\n",
"34595_at 1.510849e+00 1.2449657157\n",
"34596_at NaN NaN\n",
"34597_at NaN 1.6517109513\n",
"34598_at 1.213694e+00 1.6026176347\n",
"34599_at NaN NaN\n",
"346_s_at NaN NaN\n",
"34600_s_at 1.547236e+00 0.6471917825\n",
"34601_at -6.865588e-02 -0.0936642663\n",
"34602_at 1.339613e+00 1.3606595214\n",
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"34604_at 4.249960e-01 -1.2485266624\n",
"34605_at NaN NaN\n",
"34606_s_at 1.027661e+00 -0.7972942346\n",
"34607_at NaN NaN\n",
"34608_at 3.187893e+00 3.1970799074\n",
"34609_g_at 3.162195e+00 3.1306865351\n",
"34610_at 1.599755e+00 1.0814854888\n",
"34611_at NaN -1.7060432692\n",
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"34613_at NaN NaN\n",
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"34615_at -2.708683e-01 NaN\n",
"34616_at NaN NaN\n",
"34617_at NaN NaN\n",
"34618_at -4.908091e-01 -2.5144527544\n",
"34619_at -6.869356e-01 NaN\n",
"34620_at NaN NaN\n",
"34621_at 3.849037e-01 -0.0248461425\n",
"34622_at NaN NaN\n",
"34623_at NaN NaN\n",
"34624_at NaN NaN\n",
"34625_at 2.593203e-01 1.1681136330\n",
"34626_at NaN NaN\n",
"34627_at NaN NaN\n",
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"34629_at NaN NaN\n",
"34630_s_at -7.949832e-01 1.1704898214\n",
"34631_at NaN NaN\n",
"34632_r_at NaN NaN\n",
"34633_s_at NaN NaN\n",
"34634_s_at 1.806767e+00 1.8425664519\n",
"34635_at NaN 0.4880557675\n",
"34636_at 1.707643e+00 1.6592835278\n",
"34637_f_at NaN NaN\n",
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"34639_at NaN NaN\n",
"34640_at 8.955589e-01 NaN\n",
"34641_at NaN NaN\n",
"34642_at 2.687510e+00 2.9086753402\n",
"34643_at 3.262929e+00 3.2259941816\n",
"34644_at 2.782848e+00 2.6260982034\n",
"34645_at 3.318991e+00 3.3315767759\n",
"34646_at 2.965716e+00 2.9494549347\n",
"34647_at 2.810040e+00 2.7608283778\n",
"34648_at 2.183401e+00 2.2668741470\n",
"34649_at 1.827842e+00 1.6531285333\n",
"34650_at NaN NaN\n",
"34651_at 2.439039e+00 2.2844389731\n",
"34652_at NaN -0.9286750981\n",
"34653_at NaN NaN\n",
"34654_at 1.847514e+00 1.7332407729\n",
"34655_at 1.207824e+00 1.6993777990\n",
"34656_at 2.222603e-01 0.1534449388\n",
"34657_at 1.568665e+00 1.4091764284\n",
"34658_at NaN NaN\n",
"34659_at 1.687098e+00 1.4081322237\n",
"34660_at -7.772519e-01 0.1012356585\n",
"34661_at 1.798651e+00 1.2724396438\n",
"34662_at 9.748624e-01 -2.2348162636\n",
"34663_at NaN 0.5248093952\n",
"34664_at NaN NaN\n",
"34665_g_at -5.640492e+00 NaN\n",
"34666_at NaN NaN\n",
"34667_at 1.218195e+00 1.2291724142\n",
"34668_at 1.628168e+00 1.3745432408\n",
"34669_at 1.708025e+00 1.2369070253\n",
"34670_at 1.999104e+00 1.8805753825\n",
"34671_at 1.897100e+00 1.7741752599\n",
"34672_at 4.352637e-01 0.2518902679\n",
"34673_r_at 7.891070e-01 0.8244095407\n",
"34674_at NaN 0.0970524824\n",
"34675_at NaN NaN\n",
"34676_at 1.748871e+00 1.5748016498\n",
"34677_f_at 2.514069e+00 2.4033858838\n",
"34678_at 2.446773e+00 2.3804770811\n",
"34679_at 2.098982e+00 2.0211769744\n",
"34680_s_at 2.893967e+00 2.8503896812\n",
"34681_at NaN NaN\n",
"34682_at NaN -0.2070195539\n",
"34683_at 8.385354e-01 1.5362792512\n",
"34684_at 1.336728e+00 1.2016381011\n",
"34685_at 1.327185e+00 1.3701635668\n",
"34686_at NaN NaN\n",
"34687_at 7.071721e-01 0.9132476857\n",
"34688_at 1.946556e+00 1.7885163973\n",
"34689_at 1.197514e+00 0.7560308706\n",
"34690_at 1.761705e+00 1.5698884812\n",
"34691_f_at 2.164537e+00 2.1400925503\n",
"34692_r_at 2.303950e+00 2.4840421033\n",
"34693_at 1.729135e+00 1.4590875897\n",
"34694_at 2.750986e+00 2.7668794113\n",
"34695_at 2.964330e+00 2.8952883425\n",
"34696_at 8.048294e-02 NaN\n",
"34697_at 1.671046e+00 1.1546449415\n",
"34698_at NaN NaN\n",
"34699_at 1.881351e+00 1.6222104739\n",
"347_s_at 3.277311e+00 3.2568611662\n",
"34700_at NaN NaN\n",
"34701_at NaN NaN\n",
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"34703_f_at NaN NaN\n",
"34704_r_at -5.309091e-01 0.7895688104\n",
"34705_at 2.164894e+00 2.0477153395\n",
"34706_at 1.623062e+00 1.6074467741\n",
"34707_at 2.487838e+00 2.3908346288\n",
"34708_at 1.037099e+00 1.2212884159\n",
"34709_r_at 1.920180e+00 1.9226896267\n",
"34710_r_at NaN NaN\n",
"34711_at -1.272629e+00 -0.5150434345\n",
"34712_at 1.814601e+00 1.5687676476\n",
"34713_at 1.791017e+00 1.6601460486\n",
"34714_at NaN NaN\n",
"34715_at 2.483573e+00 2.4553562200\n",
"34716_at 2.085534e+00 2.0160460888\n",
"34717_s_at 1.893500e+00 1.9117780162\n",
"34718_at 1.802030e+00 2.0042125197\n",
"34719_at 9.116745e-02 NaN\n",
"34720_at 2.054797e+00 1.8266193525\n",
"34721_at 1.152360e+00 0.6283995096\n",
"34722_at NaN 0.8311166802\n",
"34723_at 2.133887e+00 2.0651114902\n",
"34724_at 2.135946e+00 2.0952769814\n",
"34725_at 4.758987e-01 1.8400949124\n",
"34726_at 2.190053e+00 2.1286552004\n",
"34727_at 2.236871e+00 2.1268405591\n",
"34728_g_at 1.971313e+00 1.7781857405\n",
"34729_at NaN NaN\n",
"34730_g_at 3.710888e-01 0.1269051868\n",
"34731_at 1.574272e+00 1.1474959722\n",
"34732_at -2.201347e+00 0.6429929063\n",
"34733_at 2.080603e+00 2.1246315170\n",
"34734_at 2.519587e-01 0.4386297123\n",
"34735_at 1.664280e+00 1.7751433854\n",
"34736_at 2.436805e+00 2.3863758425\n",
"34737_at 1.569424e+00 1.4241999953\n",
"34738_at 2.026101e+00 2.1973411699\n",
"34739_at 1.392112e+00 0.8113597050\n",
"34740_at 2.597806e+00 2.4906368771\n",
"34741_at -2.489330e+00 0.7036595392\n",
"34742_at 1.129736e+00 1.5774980537\n",
"34743_at 2.530743e+00 2.4622460365\n",
"34744_at 3.172955e-01 NaN\n",
"34745_at 1.740822e+00 1.3600416434\n",
"34746_at 1.394984e+00 NaN\n",
"34747_at NaN NaN\n",
"34748_at NaN NaN\n",
"34749_at 1.092878e+00 0.2512856079\n",
"34750_r_at NaN NaN\n",
"34751_at -2.130157e+00 NaN\n",
"34752_at 1.588060e+00 0.1867111623\n",
"34753_at 2.249503e+00 2.0704426789\n",
"34754_at 5.463115e-01 1.0199452163\n",
"34755_at 2.395932e+00 2.3219655131\n",
"34756_g_at 1.859520e+00 1.5367191666\n",
"34757_at 1.645342e+00 1.7447540876\n",
"34758_at 1.884553e+00 1.2897251740\n",
"34759_at 2.099040e+00 2.0443765273\n",
"34760_at -2.871432e+00 NaN\n",
"34761_r_at 3.924191e-01 0.2322822638\n",
"34762_at NaN NaN\n",
"34763_at 1.835400e+00 1.4303242121\n",
"34764_at 1.442014e+00 1.3057467157\n",
"34765_at 1.716821e+00 1.4139999997\n",
"34766_r_at 6.238827e-01 1.1335989387\n",
"34767_at 1.888607e+00 1.7443165967\n",
"34768_at 2.148506e+00 2.0849769080\n",
"34769_at 2.154463e+00 1.9671119925\n",
"34770_at NaN NaN\n",
"34771_at 2.474997e+00 2.3913256156\n",
"34772_at -2.767159e+00 NaN\n",
"34773_at 2.477125e+00 2.3407894494\n",
"34774_at 2.221035e+00 2.0625561210\n",
"34775_at NaN -2.6846132966\n",
"34776_at 2.303867e+00 2.2140034585\n",
"34777_at 7.827713e-01 1.2644848805\n",
"34778_at 5.603808e-01 -0.1408024015\n",
"34779_at 1.915816e+00 2.0104691358\n",
"34780_at 2.571279e+00 2.5557730392\n",
"34781_at 9.785732e-01 1.0258258668\n",
"34782_at 2.336498e+00 2.1399165117\n",
"34783_s_at 2.604399e+00 2.5198954320\n",
"34784_at 1.740172e+00 1.7119431913\n",
"34785_at 2.440859e+00 2.3156745445\n",
"34786_at 1.200994e+00 0.5963063812\n",
"34787_at 2.458503e+00 2.3739993404\n",
"34788_at 2.332082e+00 2.2942739920\n",
"34789_at 2.394536e+00 2.2701780205\n",
"34790_at 2.020924e+00 1.9590585403\n",
"34791_at 2.513159e+00 2.4200580611\n",
"34792_at 2.426608e+00 2.3321185760\n",
"34793_s_at NaN NaN\n",
"34794_r_at NaN 0.0375688396\n",
"34795_at 2.285281e+00 2.1002007931\n",
"34796_at 2.178312e+00 2.0568828967\n",
"34797_at NaN NaN\n",
"34798_at 2.513269e+00 2.3968053739\n",
"34799_at 9.175376e-01 1.0078088801\n",
"348_at 2.276895e+00 2.1734554976\n",
"34800_at 1.780281e+00 1.2708443692\n",
"34801_at 1.965931e+00 1.7429502331\n",
"34802_at 1.191820e+00 -1.0041574687\n",
"34803_at 2.017812e+00 2.0642867815\n",
"34804_at 2.035872e+00 1.8909074342\n",
"34805_at 1.612290e+00 -0.2577627738\n",
"34806_at NaN NaN\n",
"34807_at -1.686503e+00 0.3150990003\n",
"34808_at 1.496936e+00 1.4043118839\n",
"34809_at 1.016768e+00 1.0111061192\n",
"34810_at 2.294117e+00 1.9988800795\n",
"34811_at 2.642966e+00 2.5674702917\n",
"34812_at 1.609280e+00 1.2296325075\n",
"34813_at -4.465913e-01 0.4982749678\n",
"34814_at 2.462510e+00 2.4078610183\n",
"34815_at -1.494713e-01 1.2244753093\n",
"34816_at 1.325804e+00 0.9365210575\n",
"34817_s_at 2.326729e+00 2.1750829531\n",
"34818_at NaN NaN\n",
"34819_at 2.170713e+00 2.0298836980\n",
"34820_at NaN NaN\n",
"34821_at 1.239442e+00 1.3716539582\n",
"34822_at 1.224632e+00 0.6914235654\n",
"34823_at NaN NaN\n",
"34824_at 1.119791e+00 0.2870634798\n",
"34825_at 1.823218e+00 1.6798097390\n",
"34826_at 2.911629e+00 2.8345442074\n",
"34827_at 2.611725e+00 2.5547361556\n",
"34828_at 2.722061e+00 2.6095350098\n",
"34829_at 2.575347e+00 2.5081354874\n",
"34830_at 2.345908e+00 2.3170579697\n",
"34831_at NaN -2.3887513431\n",
"34832_s_at 2.121271e+00 2.2651011332\n",
"34833_at 2.472690e+00 2.4112503546\n",
"34834_at 5.583433e-01 NaN\n",
"34835_at 2.136275e+00 2.0256192937\n",
"34836_at 2.320331e+00 2.2828568831\n",
"34837_at 2.218720e+00 1.9786057940\n",
"34838_at NaN NaN\n",
"34839_at 2.284258e+00 2.2394171208\n",
"34840_at 1.701271e+00 1.3148946872\n",
"34841_at 3.093838e+00 3.0154102097\n",
"34842_at NaN NaN\n",
"34843_at -3.194926e+00 NaN\n",
"34844_at NaN -1.4846971554\n",
"34845_at 2.285766e+00 2.1548898001\n",
"34846_at 1.952750e+00 2.1898116920\n",
"34847_s_at 1.311116e+00 1.4284852492\n",
"34848_at 2.071195e+00 1.8794481977\n",
"34849_at 2.694746e+00 2.6017257470\n",
"34850_at 2.058878e+00 2.0414936044\n",
"34851_at 2.757438e+00 2.7518260941\n",
"34852_g_at 2.602624e+00 2.4640546359\n",
"34853_at -7.159100e-02 -1.2872185727\n",
"34854_at 1.575284e+00 1.7898788175\n",
"34855_at 1.786601e+00 1.7006590519\n",
"34856_at 4.104105e-01 1.0204443302\n",
"34857_at 2.080613e+00 1.8000415446\n",
"34858_at 2.056573e+00 1.9722588977\n",
"34859_at 2.794239e+00 2.7340140423\n",
"34860_g_at 2.664304e+00 2.5847022956\n",
"34861_at 2.389549e+00 2.2517600491\n",
"34862_at 2.102524e+00 2.0230835470\n",
"34863_s_at 1.970772e+00 2.0077998926\n",
"34864_at 2.642038e+00 2.6023597664\n",
"34865_at 2.589906e+00 2.4907512896\n",
"34866_at 2.236913e+00 1.9778293197\n",
"34867_at -1.510577e+00 0.2907416937\n",
"34868_at 2.051209e+00 1.8648547175\n",
"34869_at NaN NaN\n",
"34870_at NaN NaN\n",
"34871_at 1.400711e+00 1.3976307748\n",
"34872_at NaN 0.4305186570\n",
"34873_at 2.025014e+00 1.7981538464\n",
"34874_at 1.839820e+00 1.5867324889\n",
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"35084_at -1.119331e-01 NaN\n",
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"35116_at -4.452818e+00 NaN\n",
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"35120_at 3.072221e-01 0.4764403908\n",
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"35125_at 3.088385e+00 3.0533027662\n",
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"35138_at 1.360629e+00 0.3519537480\n",
"35139_at 1.682832e+00 1.3388124177\n",
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"35145_at 1.750914e+00 1.5987854533\n",
"35146_at -2.580853e+00 0.8334181831\n",
"35147_at 1.183554e+00 0.7085121434\n",
"35148_at 1.974310e+00 1.8203632662\n",
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"35150_at 1.998665e+00 2.1580913501\n",
"35151_at 2.771876e+00 2.7006736081\n",
"35152_at 2.423271e+00 2.3055064124\n",
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"35154_at 2.727484e+00 2.7108746387\n",
"35155_at 1.239723e+00 1.7746353395\n",
"35156_at 2.192303e+00 2.1649669126\n",
"35157_at NaN -2.7556937607\n",
"35158_at NaN -0.6140580481\n",
"35159_at 2.181859e+00 2.1252364897\n",
"35160_at 1.992895e+00 1.7686586919\n",
"35161_at NaN NaN\n",
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"35163_at 1.810278e+00 1.6414920289\n",
"35164_at 2.249454e+00 1.7093823068\n",
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"35166_at 1.406956e+00 1.3388753560\n",
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"35181_at -9.166652e-01 -1.6408570161\n",
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"35183_at 2.391605e+00 2.2099775833\n",
"35184_at 1.891785e+00 1.6910818729\n",
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"35187_at 2.511379e+00 2.5035880643\n",
"35188_at NaN NaN\n",
"35189_at -4.477756e+00 -0.2150210177\n",
"35190_at 1.211743e-01 -0.1255773348\n",
"35191_at 1.131445e+00 0.9064356738\n",
"35192_at NaN NaN\n",
"35193_at -2.973830e-01 NaN\n",
"35194_at NaN -1.6063603364\n",
"35195_at 8.658306e-01 1.1142725931\n",
"35196_at NaN NaN\n",
"35197_at 2.122258e+00 1.9871171579\n",
"35198_at 1.461224e+00 1.0497790967\n",
"35199_at 1.457564e+00 0.8789359163\n",
"352_at 1.009703e+00 1.7048291626\n",
"35200_at NaN NaN\n",
"35201_at 2.536798e+00 2.4927868068\n",
"35202_at 2.058886e+00 1.8857862129\n",
"35203_at 1.761857e+00 1.6459842964\n",
"35204_at -2.191214e+00 NaN\n",
"35205_at 2.747695e+00 2.7308060016\n",
"35206_at 1.959939e+00 1.7746669818\n",
"35207_at NaN NaN\n",
"35208_at 1.787249e+00 1.8704130712\n",
"35209_at 1.660646e+00 1.3878437085\n",
"35210_at 5.820113e-01 NaN\n",
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"35212_at 1.868236e+00 1.6569038546\n",
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"35218_at 2.057571e+00 1.9546707230\n",
"35219_at 2.017301e+00 2.0974235130\n",
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"35222_at 1.191020e+00 1.0162872222\n",
"35223_at 8.001701e-01 0.4102258278\n",
"35224_at NaN -2.7640229130\n",
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"35226_at -1.068497e+00 NaN\n",
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"35228_at 1.016664e+00 NaN\n",
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"35230_at -5.027716e-01 -0.3566259346\n",
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"35241_at NaN 0.2826402665\n",
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"35243_at 1.778574e+00 1.8408975711\n",
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"35260_at 1.299161e+00 0.6542783849\n",
"35261_at NaN NaN\n",
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"35263_at 2.453392e+00 2.3361663867\n",
"35264_at 2.698230e+00 2.5342652975\n",
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"35277_at NaN NaN\n",
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"35357_at 1.883721e+00 1.9982882928\n",
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"35360_at 2.079801e+00 1.6298113717\n",
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"35368_at 1.797330e+00 1.3618849895\n",
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"35378_at 9.040037e-01 0.0882655850\n",
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"35382_at 1.762534e+00 1.6869272147\n",
"35383_at NaN NaN\n",
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"35394_at NaN NaN\n",
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"35396_at -2.528248e+00 NaN\n",
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"35402_at 1.701527e+00 -0.7960103297\n",
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"35428_g_at NaN NaN\n",
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"35431_g_at 1.627696e+00 1.6884745836\n",
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"35441_at 1.208567e+00 1.4752038334\n",
"35442_at 1.935968e+00 1.9374032240\n",
"35443_at -1.736923e+00 1.2188082627\n",
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"35445_at -1.507743e+00 -1.7117825236\n",
"35446_at 1.113708e+00 1.4063611722\n",
"35447_s_at NaN -6.0588023208\n",
"35448_at 1.410116e+00 1.6216634710\n",
"35449_at NaN NaN\n",
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"35451_s_at NaN NaN\n",
"35452_at NaN NaN\n",
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"35454_at NaN -0.3196717208\n",
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"35457_at NaN NaN\n",
"35458_r_at 5.645770e-01 1.0851863583\n",
"35459_at NaN NaN\n",
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"35462_at NaN NaN\n",
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"35472_at NaN NaN\n",
"35473_at -1.687010e+00 NaN\n",
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"35482_at NaN NaN\n",
"35483_at NaN 0.2264216751\n",
"35484_at NaN NaN\n",
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"35487_at NaN NaN\n",
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"35489_at -1.420216e-01 NaN\n",
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"35493_at NaN NaN\n",
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"35504_at NaN 0.5993949393\n",
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"35508_at NaN 0.8581055970\n",
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"35544_at 1.464798e+00 1.5182005989\n",
"35545_at 9.401107e-01 0.5918112360\n",
"35546_at NaN NaN\n",
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"35548_at NaN NaN\n",
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"35552_at NaN NaN\n",
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"35555_r_at -7.077088e-01 NaN\n",
"35556_at NaN NaN\n",
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"35563_at NaN -1.2600638246\n",
"35564_at NaN NaN\n",
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"35567_at 9.857313e-02 NaN\n",
"35568_at -1.241410e-01 NaN\n",
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"35570_at NaN 0.0160683551\n",
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"35588_at 1.780620e+00 1.7563332098\n",
"35589_at NaN NaN\n",
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"35592_at 7.020229e-01 NaN\n",
"35593_at NaN NaN\n",
"35594_at -2.066939e-01 -0.0044016511\n",
"35595_at 1.385867e+00 1.4395806774\n",
"35596_at NaN -2.4680453045\n",
"35597_at NaN 1.2332710326\n",
"35598_at 1.528277e+00 1.9816047851\n",
"35599_at NaN 0.0104305204\n",
"356_at 2.563387e+00 2.3432396901\n",
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"35601_at -1.592798e+00 0.2263060728\n",
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"35603_at 1.296711e-01 NaN\n",
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"35605_at NaN NaN\n",
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"35614_at 2.300072e+00 2.1102226687\n",
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"35616_at NaN NaN\n",
"35617_at 1.686312e+00 1.5880047242\n",
"35618_at 2.062134e+00 1.9142085873\n",
"35619_at 1.226783e+00 1.4581667620\n",
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"35622_at NaN NaN\n",
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"35627_at NaN NaN\n",
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"35629_at 1.371703e+00 1.0895116761\n",
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"35634_at -3.273342e-01 0.8880400484\n",
"35635_at 1.079116e+00 0.1159533821\n",
"35636_at NaN 0.3535669360\n",
"35637_at -1.323851e+00 NaN\n",
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"35639_at NaN NaN\n",
"35640_at -1.351739e+00 NaN\n",
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"35642_at 1.821916e+00 1.3435243758\n",
"35643_at 1.914235e+00 1.8779321083\n",
"35644_at NaN NaN\n",
"35645_at 6.173033e-01 0.4096161908\n",
"35646_at 2.485399e+00 2.4156410939\n",
"35647_at -3.844290e+00 NaN\n",
"35648_at 5.848431e-02 -0.5438708928\n",
"35649_at 2.394008e-01 NaN\n",
"35650_at -5.349086e-01 NaN\n",
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"35654_at NaN NaN\n",
"35655_at -1.527745e-01 NaN\n",
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"35658_at NaN NaN\n",
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"35664_at NaN NaN\n",
"35665_at 1.075948e+00 0.3121473003\n",
"35666_at 2.269548e+00 2.3315806502\n",
"35667_at NaN NaN\n",
"35668_at 2.367151e+00 2.0668590341\n",
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"35670_at NaN NaN\n",
"35671_at 2.463425e+00 2.2775577512\n",
"35672_at 1.748096e+00 1.6101400112\n",
"35673_at 1.948030e+00 1.7381647005\n",
"35674_at NaN 0.0833162068\n",
"35675_at 2.248209e+00 2.1897980487\n",
"35676_at NaN NaN\n",
"35677_at 1.597678e+00 1.4322009475\n",
"35678_at NaN NaN\n",
"35679_s_at NaN -0.4735168472\n",
"35680_r_at 1.705373e-01 0.6436099726\n",
"35681_r_at -4.582876e+00 NaN\n",
"35682_at 2.116172e+00 1.9320954344\n",
"35683_at 1.806731e+00 0.9488247508\n",
"35684_at 5.071185e-01 1.2616068676\n",
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"35687_at 1.266091e+00 1.5314054595\n",
"35688_g_at 2.390519e+00 2.2546016709\n",
"35689_at 4.609369e-01 NaN\n",
"35690_s_at -5.725733e+00 0.6993661868\n",
"35691_r_at -1.881005e+00 0.6328370522\n",
"35692_at NaN NaN\n",
"35693_at 2.654280e+00 2.6082462280\n",
"35694_at 1.654982e+00 1.3677138991\n",
"35695_at NaN -0.1676650499\n",
"35696_s_at NaN NaN\n",
"35697_at 1.698572e+00 1.1592274557\n",
"35698_at NaN -6.2485634578\n",
"35699_at 1.980673e+00 1.8676927477\n",
"357_at 1.258775e+00 1.0142559905\n",
"35700_at 3.616922e-02 NaN\n",
"35701_at 2.306513e+00 2.0072513267\n",
"35702_at NaN NaN\n",
"35703_at 1.499584e+00 1.0421750021\n",
"35704_at 1.724444e+00 1.2718928839\n",
"35705_at -1.246151e+00 -0.2306618233\n",
"35706_at 1.141080e+00 NaN\n",
"35707_at 2.149974e+00 1.7508014483\n",
"35708_at -1.134983e+00 -0.6782176369\n",
"35709_at 2.225679e-01 NaN\n",
"35710_s_at 2.573683e+00 2.4122861383\n",
"35711_at 6.510799e-01 1.3808219335\n",
"35712_at NaN NaN\n",
"35713_at 7.287595e-01 1.1314221332\n",
"35714_at 2.688376e+00 2.5406247081\n",
"35715_at 2.408862e+00 2.2294269014\n",
"35716_at NaN NaN\n",
"35717_at NaN NaN\n",
"35718_at 1.656954e+00 0.9187465173\n",
"35719_at 1.573323e+00 1.2510190718\n",
"35720_at 8.174071e-01 0.2841845547\n",
"35721_at 1.094832e-01 NaN\n",
"35722_at 1.595917e+00 1.3271148216\n",
"35723_at 2.631603e+00 2.5187677451\n",
"35724_at 7.924309e-01 -0.7098787540\n",
"35725_at 1.777833e+00 1.9014677645\n",
"35726_at 1.182559e+00 1.0765134406\n",
"35727_at 2.485677e+00 2.3482646873\n",
"35728_at -4.336588e-01 -7.3048906498\n",
"35729_at 1.817392e+00 1.4756861451\n",
"35730_at NaN 0.6363135278\n",
"35731_at NaN -0.6385377705\n",
"35732_at 7.706815e-01 -2.7773870636\n",
"35733_at 2.606494e+00 2.6060034734\n",
"35734_at 1.728974e+00 1.6776442608\n",
"35735_at NaN NaN\n",
"35736_at 2.174952e+00 2.1303918585\n",
"35737_at 2.033120e+00 2.1374079011\n",
"35738_at 1.939154e+00 1.6153302870\n",
"35739_at 1.751086e+00 1.5302978968\n",
"35740_at NaN NaN\n",
"35741_at 2.040478e+00 1.8551863293\n",
"35742_at 1.875654e+00 1.6026933989\n",
"35743_at 2.387211e+00 2.1799736124\n",
"35744_at 1.714044e+00 1.4315524067\n",
"35745_f_at 2.889538e+00 2.8065933862\n",
"35746_r_at 2.969864e+00 2.9090947514\n",
"35747_at 2.553278e+00 2.4273239760\n",
"35748_at 2.971769e+00 2.8501653404\n",
"35749_at 2.751365e+00 2.6623487132\n",
"35750_at 2.251179e+00 2.0477092372\n",
"35751_at 2.332774e+00 2.2483755903\n",
"35752_s_at -5.663996e+00 NaN\n",
"35753_at 2.778615e+00 2.7285239616\n",
"35754_at 2.583244e+00 2.4329620230\n",
"35755_at 2.619434e+00 2.5982826525\n",
"35756_at 2.439944e+00 2.3131580623\n",
"35757_at -1.146380e+00 NaN\n",
"35758_at 2.787289e+00 2.7669738632\n",
"35759_at 2.994936e+00 2.9144630923\n",
"35760_at 2.695107e+00 2.6118637338\n",
"35761_at 1.732061e+00 1.5049797164\n",
"35762_at 1.659626e+00 1.5383905967\n",
"35763_at 2.024804e+00 1.7716118217\n",
"35764_at 1.631356e+00 0.7805169799\n",
"35765_at 2.129873e+00 2.1896980308\n",
"35766_at 3.346190e+00 3.3655229873\n",
"35767_at 2.542673e+00 2.4116263457\n",
"35768_at 2.433766e+00 2.3781751721\n",
"35769_at 2.506604e+00 2.4780285391\n",
"35770_at 2.924523e+00 2.8431027704\n",
"35771_at 1.796660e+00 1.2635353687\n",
"35772_at NaN 0.5406792524\n",
"35773_i_at 2.688947e+00 2.5719685971\n",
"35774_r_at 2.693616e+00 2.6085330358\n",
"35775_at NaN NaN\n",
"35776_at 1.786842e+00 1.8078926122\n",
"35777_at 2.314676e+00 2.1249514453\n",
"35778_at 1.008411e+00 0.6472888065\n",
"35779_at 2.260438e+00 2.1627294214\n",
"35780_at 2.507505e+00 2.3111616298\n",
"35781_g_at 2.422149e+00 2.2918530525\n",
"35782_at 1.308827e+00 1.3464520332\n",
"35783_at 2.417466e+00 2.2909578305\n",
"35784_at 1.778282e+00 1.7202961202\n",
"35785_at NaN NaN\n",
"35786_at 1.959891e+00 1.7865789526\n",
"35787_at 2.505096e+00 2.3793952810\n",
"35788_at 1.781219e+00 1.5364288516\n",
"35789_at 6.577021e-01 0.6121700323\n",
"35790_at 2.084046e+00 2.0005653556\n",
"35791_at 1.870122e+00 0.9267518505\n",
"35792_at 1.282738e+00 1.0282117782\n",
"35793_at 2.117256e+00 1.9321442751\n",
"35794_at NaN -4.7647580330\n",
"35795_at 1.880269e+00 1.6762090973\n",
"35796_at 1.867043e+00 1.6177790139\n",
"35797_at NaN NaN\n",
"35798_at 2.770908e+00 2.9353133437\n",
"35799_at 3.062451e-01 NaN\n",
"358_at -1.477508e+00 NaN\n",
"35800_at 2.573959e+00 2.4282772694\n",
"35801_at 2.373687e+00 2.2744385877\n",
"35802_at 2.028649e+00 1.9028006406\n",
"35803_at 1.666229e-01 1.1056343444\n",
"35804_at 7.896329e-01 0.1903596378\n",
"35805_at 2.186476e+00 1.9774422349\n",
"35806_at 1.360108e+00 1.8503065479\n",
"35807_at 3.045913e+00 3.0373573294\n",
"35808_at 2.399193e+00 2.2902542562\n",
"35809_g_at 2.579179e+00 2.4254443366\n",
"35810_at 2.561740e+00 2.5342247668\n",
"35811_at 1.402061e+00 1.5228255930\n",
"35812_at 2.289421e+00 2.1744023438\n",
"35813_at 2.623983e+00 2.4796180334\n",
"35814_at 2.477382e+00 2.4150166451\n",
"35815_at -5.559672e-01 NaN\n",
"35816_at 2.964203e+00 2.8610656581\n",
"35817_at -2.704557e+00 NaN\n",
"35818_at 2.542841e+00 2.4138205282\n",
"35819_at 2.873165e+00 2.8031120609\n",
"35820_at 2.086498e+00 1.8807999455\n",
"35821_at 1.937170e+00 1.7611297347\n",
"35822_at 7.670399e-01 0.7167263546\n",
"35823_at 3.024228e+00 2.9521741670\n",
"35824_at NaN NaN\n",
"35825_s_at NaN -7.2133505993\n",
"35826_at 2.242633e+00 2.2507664436\n",
"35827_at 1.694285e+00 1.3535426674\n",
"35828_at 2.901799e+00 2.8527950561\n",
"35829_at 1.822054e+00 1.7741675982\n",
"35830_at 2.732326e+00 2.6746240006\n",
"35831_at 2.332937e+00 2.1966108982\n",
"35832_at NaN NaN\n",
"35833_at 5.433157e-01 -0.5526751388\n",
"35834_at NaN NaN\n",
"35835_at 2.842935e+00 2.7606093146\n",
"35836_at 2.476040e+00 2.3868124178\n",
"35837_at NaN NaN\n",
"35838_at 1.785355e+00 1.4046842010\n",
"35839_at 2.395984e+00 2.3061520288\n",
"35840_at 2.644475e+00 2.5760998194\n",
"35841_at 2.915990e+00 2.7864403795\n",
"35842_at 1.767964e+00 1.6603930040\n",
"35843_at -3.766601e-02 0.4960710762\n",
"35844_at 2.491642e+00 2.3540111379\n",
"35845_at 1.488797e+00 0.2893826883\n",
"35846_at NaN -2.9065747869\n",
"35847_at 1.064778e+00 1.2378920121\n",
"35848_at 1.606612e+00 1.4298940611\n",
"35849_at 5.497671e-01 0.7609707454\n",
"35850_at 2.075917e+00 2.0606306192\n",
"35851_g_at 1.755039e+00 0.6253921357\n",
"35852_at 1.674618e+00 1.6746422719\n",
"35853_at 1.814629e+00 1.5430819002\n",
"35854_at NaN -2.7267720352\n",
"35855_s_at NaN NaN\n",
"35856_r_at NaN NaN\n",
"35857_at NaN NaN\n",
"35858_at 2.093650e+00 1.9291754828\n",
"35859_f_at 1.575120e+00 1.5809320185\n",
"35860_r_at NaN NaN\n",
"35861_at 1.028939e+00 0.8037454080\n",
"35862_at NaN NaN\n",
"35863_g_at NaN NaN\n",
"35864_at 1.749349e+00 2.0525379045\n",
"35865_at NaN NaN\n",
"35866_at 1.492124e+00 1.4985209186\n",
"35867_at NaN NaN\n",
"35868_at 1.282018e+00 0.0264445544\n",
"35869_at -2.628453e+00 -0.8803305254\n",
"35870_at NaN NaN\n",
"35871_s_at NaN -0.2732490585\n",
"35872_at NaN NaN\n",
"35873_at NaN NaN\n",
"35874_at 3.250567e-01 -0.0808310982\n",
"35875_at -5.491876e-01 NaN\n",
"35876_s_at -2.616246e+00 NaN\n",
"35877_at NaN NaN\n",
"35878_at 1.287916e+00 0.9987474615\n",
"35879_at 2.254912e+00 2.0950259723\n",
"35880_at NaN NaN\n",
"35881_at -2.796267e+00 -1.9412820598\n",
"35882_at -1.670276e+00 -0.0637569396\n",
"35883_at 8.366763e-01 1.2326191593\n",
"35884_at NaN 0.9710253591\n",
"35885_at NaN -5.4229732416\n",
"35886_at NaN NaN\n",
"35887_at -1.863758e+00 NaN\n",
"35888_at NaN NaN\n",
"35889_at NaN -1.0819603035\n",
"35890_at NaN NaN\n",
"35891_at NaN NaN\n",
"35892_at NaN NaN\n",
"35893_s_at NaN NaN\n",
"35894_at NaN NaN\n",
"35895_at NaN NaN\n",
"35896_at NaN NaN\n",
"35897_r_at NaN 0.8029035980\n",
"35898_at 3.053280e+00 2.9896778914\n",
"35899_at 2.064840e+00 2.2540127582\n",
"359_at 1.958027e+00 2.0670030453\n",
"35900_at 1.412255e+00 1.6888661037\n",
"35901_at NaN NaN\n",
"35902_at NaN NaN\n",
"35903_at NaN NaN\n",
"35904_at NaN NaN\n",
"35905_s_at 3.287285e+00 3.3034812992\n",
"35906_at NaN NaN\n",
"35907_at 2.045923e+00 1.9518930553\n",
"35908_at NaN NaN\n",
"35909_at 1.479075e+00 1.7427102920\n",
"35910_f_at 2.263645e+00 2.3363399749\n",
"35911_r_at 2.141500e+00 2.3776993412\n",
"35912_at NaN -0.5798347120\n",
"35913_at 1.780486e+00 1.6896432421\n",
"35914_r_at NaN NaN\n",
"35915_at 1.451770e+00 1.8738923951\n",
"35916_s_at 2.748462e+00 2.6746358795\n",
"35917_at 1.003621e+00 -0.3049448661\n",
"35918_at 9.331742e-01 1.3507938160\n",
"35919_at NaN NaN\n",
"35920_at NaN NaN\n",
"35921_at NaN NaN\n",
"35922_at 9.523898e-01 -0.4293823921\n",
"35923_at NaN 0.2193920395\n",
"35924_at -9.261630e-01 NaN\n",
"35925_at NaN NaN\n",
"35926_s_at NaN NaN\n",
"35927_r_at 9.401442e-01 -0.0707567177\n",
"35928_at 7.041688e-01 0.7871516311\n",
"35929_s_at NaN NaN\n",
"35930_at 5.408996e-01 1.2296848263\n",
"35931_at -1.177927e+00 NaN\n",
"35932_at NaN NaN\n",
"35933_f_at 2.062290e+00 2.0937560712\n",
"35934_at 7.239240e-01 1.5684890242\n",
"35935_at NaN NaN\n",
"35936_g_at NaN NaN\n",
"35937_at 2.322274e+00 2.0559632471\n",
"35938_at NaN NaN\n",
"35939_s_at 1.300914e+00 1.4741804198\n",
"35940_at NaN NaN\n",
"35941_f_at 2.064710e+00 2.3097932838\n",
"35942_at 1.540514e+00 1.3053218021\n",
"35943_s_at 9.139123e-01 1.1448705505\n",
"35944_at 1.626168e+00 1.7597947853\n",
"35945_at NaN NaN\n",
"35946_at -1.087614e+00 NaN\n",
"35947_at NaN NaN\n",
"35948_at -2.022868e+00 -0.5238188211\n",
"35949_at NaN NaN\n",
"35950_at -7.017151e-01 0.8478868911\n",
"35951_at 3.273980e-01 0.1936862094\n",
"35952_at 1.417358e+00 NaN\n",
"35953_at NaN 1.0509056303\n",
"35954_at NaN NaN\n",
"35955_at 1.983243e+00 1.8873089927\n",
"35956_s_at -3.711002e+00 1.3919296480\n",
"35957_at NaN -0.4845505748\n",
"35958_at 6.148154e-01 1.0127523438\n",
"35959_at NaN NaN\n",
"35960_at 1.434534e+00 1.5566264119\n",
"35961_at 1.401328e+00 -0.5773770587\n",
"35962_at NaN NaN\n",
"35963_at 1.756729e+00 1.6210445000\n",
"35964_at NaN NaN\n",
"35965_at NaN NaN\n",
"35966_at 5.587198e-01 1.3825165830\n",
"35967_at 1.807643e+00 1.8587055889\n",
"35968_s_at 1.150865e+00 1.0346555393\n",
"35969_at 1.013964e+00 0.4264630931\n",
"35970_g_at -9.725849e-03 -1.8509655400\n",
"35971_at NaN NaN\n",
"35972_at -1.510291e+00 -0.4776987486\n",
"35973_at 6.298522e-01 -0.4119594545\n",
"35974_at NaN NaN\n",
"35975_at NaN NaN\n",
"35976_at NaN NaN\n",
"35977_at 1.933012e+00 1.5988191040\n",
"35978_at 1.944170e+00 1.9710579280\n",
"35979_at 1.259504e+00 0.3427034119\n",
"35980_at 1.702652e+00 1.0883088098\n",
"35981_at -2.225634e+00 NaN\n",
"35982_at NaN NaN\n",
"35983_at 2.550002e+00 2.4611991025\n",
"35984_at 2.118917e+00 2.0020355412\n",
"35985_at NaN NaN\n",
"35986_at 1.945825e+00 1.8873213520\n",
"35987_g_at 1.944561e+00 1.5988377192\n",
"35988_i_at 2.332927e+00 2.2601360800\n",
"35989_at NaN NaN\n",
"35990_at NaN 1.1208918562\n",
"35991_at 1.158025e+00 0.8705164744\n",
"35992_at 1.211783e+00 1.5989394742\n",
"35993_s_at 1.621663e+00 0.7596450335\n",
"35994_at 1.681490e+00 0.5639795786\n",
"35995_at 2.609413e+00 2.5398038283\n",
"35996_at 1.749589e+00 1.7398347001\n",
"35997_g_at 1.529597e+00 1.0845869989\n",
"35998_at NaN NaN\n",
"35999_r_at 1.490119e+00 1.7312700721\n",
"360_at NaN NaN\n",
"36000_at NaN NaN\n",
"36001_at 2.192148e+00 2.0916216251\n",
"36002_at 1.730399e+00 1.6172587709\n",
"36003_at 2.184761e+00 2.0384143226\n",
"36004_at 2.228522e+00 2.2322116554\n",
"36005_at 1.823045e+00 1.4313447315\n",
"36006_at NaN 0.6810497741\n",
"36007_at NaN NaN\n",
"36008_at 2.113771e+00 2.1910981511\n",
"36009_at NaN NaN\n",
"36010_at NaN NaN\n",
"36011_at 2.316314e+00 2.4062090093\n",
"36012_at NaN 0.5161317623\n",
"36013_at 1.873601e+00 1.6334812007\n",
"36014_at 2.249019e+00 2.1685579610\n",
"36015_at 1.793373e+00 1.5954322380\n",
"36016_at 1.529441e+00 1.6613785638\n",
"36017_at NaN -1.8092044369\n",
"36018_at NaN NaN\n",
"36019_at 2.367888e+00 2.3464595626\n",
"36020_at 8.167561e-01 -0.8919822633\n",
"36021_at NaN NaN\n",
"36022_at NaN -2.3277785344\n",
"36023_at 2.141900e+00 1.9871089763\n",
"36024_at -1.217341e+00 0.8036669447\n",
"36025_at 2.474456e-01 NaN\n",
"36026_at NaN -1.0362834006\n",
"36027_at 2.811050e+00 2.7027408650\n",
"36028_at NaN NaN\n",
"36029_at NaN NaN\n",
"36030_at NaN 0.4725860424\n",
"36031_at 1.304773e+00 0.9139016897\n",
"36032_at 2.168558e+00 1.8901914490\n",
"36033_at 1.864827e+00 1.7994819710\n",
"36034_at 1.048492e+00 -0.3750753879\n",
"36035_at 2.739484e+00 2.6918128794\n",
"36036_at NaN NaN\n",
"36037_g_at -2.140117e+00 -2.0990362088\n",
"36038_r_at 1.697077e+00 1.9604985210\n",
"36039_s_at 1.810684e-01 NaN\n",
"36040_at 1.497714e+00 1.4245985465\n",
"36041_at 1.078228e+00 -2.1657164667\n",
"36042_at 1.437602e+00 1.3397814742\n",
"36043_at NaN NaN\n",
"36044_at 1.941355e+00 1.9415242842\n",
"36045_at NaN 0.2971659319\n",
"36046_at 1.293592e+00 1.3392207654\n",
"36047_at NaN NaN\n",
"36048_at 1.450290e+00 1.1238173450\n",
"36049_at NaN NaN\n",
"36050_at NaN NaN\n",
"36051_s_at 5.970990e-01 1.5341209853\n",
"36052_at NaN 0.9426439188\n",
"36053_at 2.051047e+00 1.7629820617\n",
"36054_at 1.939529e+00 1.8451561527\n",
"36055_at 1.369471e+00 1.7461538471\n",
"36056_g_at 8.890796e-01 1.7190359841\n",
"36057_at NaN NaN\n",
"36058_at 2.198165e+00 2.0905847782\n",
"36059_at NaN -0.6216635640\n",
"36060_at 2.347352e+00 2.0867095196\n",
"36061_at 5.252706e-01 0.3873409262\n",
"36062_at 1.156182e+00 -1.6678752854\n",
"36063_at NaN NaN\n",
"36064_at NaN NaN\n",
"36065_at NaN NaN\n",
"36066_at 1.772544e-01 -0.0960439223\n",
"36067_at NaN NaN\n",
"36068_at 2.191872e+00 2.0864241808\n",
"36069_at 2.059152e+00 1.8790221000\n",
"36070_at NaN NaN\n",
"36071_at -9.735073e-01 NaN\n",
"36072_at 1.161499e+00 0.8932250518\n",
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"36159_s_at 1.414639e+00 1.1992145186\n",
"36160_s_at -4.885450e-01 -0.1979571478\n",
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"36188_at 2.577657e+00 2.4529366493\n",
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"36195_at 1.838763e+00 1.5450414663\n",
"36196_at 2.045215e+00 1.8919460893\n",
"36197_at NaN NaN\n",
"36198_at 2.589957e+00 2.4627050297\n",
"36199_at 2.619249e+00 2.5005830733\n",
"362_at 2.030556e+00 1.8511483916\n",
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"36201_at 2.753396e+00 2.6507282507\n",
"36202_at NaN -2.0783894002\n",
"36203_at 2.508637e+00 2.3472826916\n",
"36204_at 2.540298e+00 2.4665127750\n",
"36205_at 1.815424e+00 1.6228338998\n",
"36206_at NaN NaN\n",
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"36208_at 2.595985e+00 2.6167114065\n",
"36209_at 2.714591e+00 2.6832134904\n",
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"36211_at 1.829235e+00 1.7609697160\n",
"36212_at NaN 0.8874184092\n",
"36213_at -4.800703e-01 NaN\n",
"36214_at -1.429705e+00 0.3048292065\n",
"36215_at NaN 0.1612831148\n",
"36216_at 1.085546e+00 1.3680042996\n",
"36217_at 1.740607e+00 1.7301395538\n",
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"36219_at -5.032698e-01 1.2263712660\n",
"36220_at NaN NaN\n",
"36221_at 1.384588e+00 -0.0231039239\n",
"36222_at 2.075723e+00 2.2202135677\n",
"36223_at 1.044368e+00 -2.5310299548\n",
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"36230_at NaN NaN\n",
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"36234_at 2.151983e+00 2.0623389412\n",
"36235_at 1.310290e+00 1.5200733380\n",
"36236_at NaN 1.1075343270\n",
"36237_at 1.787839e+00 1.9712175065\n",
"36238_at 2.646540e-01 -3.8765458987\n",
"36239_at NaN NaN\n",
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"36243_at NaN NaN\n",
"36244_at 3.808223e-01 NaN\n",
"36245_at 1.651516e-01 -1.1377122439\n",
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"36249_at NaN NaN\n",
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"36251_at NaN NaN\n",
"36252_at 6.191663e-01 1.5624038084\n",
"36253_at 6.797067e-01 NaN\n",
"36254_at NaN NaN\n",
"36255_at NaN NaN\n",
"36256_at NaN -0.2793054908\n",
"36257_at NaN -1.0376227060\n",
"36258_at NaN NaN\n",
"36259_at -1.894138e-01 0.6606017551\n",
"36260_at 8.043374e-01 -0.7119270332\n",
"36261_at 1.484641e+00 1.1951612823\n",
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"36274_at NaN 0.9389759340\n",
"36275_at -2.134936e-01 -1.1880055050\n",
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"36286_at NaN 0.9118976095\n",
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"36293_at NaN NaN\n",
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"36296_at NaN NaN\n",
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"363_at NaN NaN\n",
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"36305_at NaN NaN\n",
"36306_at -2.763792e+00 NaN\n",
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"36323_at 1.266915e+00 NaN\n",
"36324_at -5.451904e-01 -4.5909419871\n",
"36325_at NaN NaN\n",
"36326_at -7.175318e-01 NaN\n",
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"36329_at NaN NaN\n",
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"36331_at 7.821759e-01 0.9584309422\n",
"36332_at 1.943182e+00 2.1178852581\n",
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"36334_at -2.254238e-02 0.5134815117\n",
"36335_at NaN NaN\n",
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"36337_at 1.352050e+00 1.4411229930\n",
"36338_at 2.035576e+00 2.2917060271\n",
"36339_at NaN NaN\n",
"36340_at NaN 0.3792247575\n",
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"36345_g_at NaN 0.3839825399\n",
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"36348_r_at NaN NaN\n",
"36349_at NaN 0.4673070267\n",
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"36352_at NaN NaN\n",
"36353_at NaN NaN\n",
"36354_at 1.461943e-01 0.3864763530\n",
"36355_at 4.269202e-01 0.3276535491\n",
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"36358_at 3.114079e+00 3.0770773279\n",
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"36361_at -5.042090e-02 0.5463462445\n",
"36362_at NaN 0.4476695816\n",
"36363_at NaN NaN\n",
"36364_at 1.733411e+00 1.7823987237\n",
"36365_at NaN NaN\n",
"36366_at NaN NaN\n",
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"36368_at -5.728830e-01 NaN\n",
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"36372_at NaN NaN\n",
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"36386_at -1.858230e+00 NaN\n",
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"36389_at NaN NaN\n",
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"36397_at 8.826970e-01 -0.1791919418\n",
"36398_at 1.708296e+00 2.3556339955\n",
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"364_s_at 1.056539e+00 NaN\n",
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"36407_at -1.843021e+00 NaN\n",
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"36436_at -8.756159e-01 -0.0321396574\n",
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"36455_at NaN NaN\n",
"36456_at 1.852977e+00 1.8681027848\n",
"36457_at 2.481426e+00 2.3904986342\n",
"36458_at 1.805405e+00 1.1516789592\n",
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"36462_at 2.016115e+00 2.0021387037\n",
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"36464_at NaN NaN\n",
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"36466_at 9.737084e-01 0.7212836072\n",
"36467_g_at 1.077794e-02 1.2343625875\n",
"36468_at -3.721658e-02 -1.0911538778\n",
"36469_at -9.270929e-01 1.5530800297\n",
"36470_s_at NaN 1.3723382354\n",
"36471_f_at 9.774245e-01 1.0771754641\n",
"36472_at 1.584616e+00 1.3332518955\n",
"36473_at 2.009949e+00 1.8254991877\n",
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"36659_at NaN 0.1653444415\n",
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"36663_at 1.048501e-01 1.1911118471\n",
"36664_at 1.008714e+00 0.5163478525\n",
"36665_at NaN -4.2451576695\n",
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"36667_at 2.427974e+00 2.2670100235\n",
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"367_at -3.463408e+00 NaN\n",
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"36758_at 7.708032e-01 NaN\n",
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"36784_at 2.119979e+00 2.0324254265\n",
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"36803_at -2.496014e+00 NaN\n",
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"36812_at -5.588767e-01 NaN\n",
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"37172_at 2.435608e-01 NaN\n",
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"37180_at 8.518530e-01 -0.3980083650\n",
"37181_at 2.347076e+00 2.2710191068\n",
"37182_at 9.483050e-01 0.7548901329\n",
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"37204_at 6.762640e-01 1.4847152327\n",
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"37236_at -7.851238e-01 NaN\n",
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"37244_at 1.541586e+00 1.1981969253\n",
"37245_at 2.238025e-01 NaN\n",
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"37249_at NaN NaN\n",
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"37251_s_at NaN -1.2827672324\n",
"37252_at 1.961877e+00 1.9125259807\n",
"37253_at NaN NaN\n",
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"37255_at -9.012501e-02 NaN\n",
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"37262_at -1.027685e+00 NaN\n",
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"37264_at 1.842329e+00 1.6109005314\n",
"37265_at NaN NaN\n",
"37266_at 1.945895e+00 1.8468322602\n",
"37267_at 2.205652e+00 1.9907390879\n",
"37268_at 2.518892e+00 2.4757833646\n",
"37269_at 7.150953e-01 1.0182948453\n",
"37270_at 8.065134e-01 1.4254440071\n",
"37271_at 2.471491e+00 2.3660068538\n",
"37272_at 1.524487e+00 1.6326848254\n",
"37273_at NaN NaN\n",
"37274_at 2.094885e+00 1.9636161292\n",
"37275_at 1.307018e+00 0.4968822541\n",
"37276_at NaN NaN\n",
"37277_at NaN -0.5656516426\n",
"37278_at 1.982658e+00 1.8651057691\n",
"37279_at -2.859491e-01 -0.1831833930\n",
"37280_at 1.572596e+00 1.0455601644\n",
"37281_at 2.896911e+00 2.8702709710\n",
"37282_at 1.116636e+00 1.0142864585\n",
"37283_at NaN NaN\n",
"37284_at 1.239597e-01 1.6532641429\n",
"37285_at 1.592409e+00 1.7755534551\n",
"37286_at 1.845504e+00 1.5389499076\n",
"37287_at 1.732394e-01 -1.1493143447\n",
"37288_g_at 4.839734e-01 1.7878539194\n",
"37289_at NaN NaN\n",
"37290_at NaN NaN\n",
"37291_r_at NaN NaN\n",
"37292_at 2.193528e+00 2.0604478790\n",
"37293_at 2.131122e+00 2.0822464988\n",
"37294_at 2.041009e+00 1.9878334419\n",
"37295_at 1.976791e+00 1.7406505225\n",
"37296_at 1.604706e+00 1.5198567435\n",
"37297_at 1.842314e+00 1.7808117889\n",
"37298_at 2.827289e+00 2.7755456682\n",
"37299_at 2.026383e+00 1.9379127936\n",
"373_at -6.748638e-01 1.2803822106\n",
"37300_at 2.522049e+00 2.4909636256\n",
"37301_at NaN NaN\n",
"37302_at 1.954476e+00 1.7290481906\n",
"37303_at 1.608129e+00 1.2409633439\n",
"37304_at 2.600255e+00 2.4063733026\n",
"37305_at 2.537320e+00 2.3684950562\n",
"37306_at 2.008697e+00 1.6412805098\n",
"37307_at 2.674465e+00 2.5987486045\n",
"37308_at 1.845887e+00 1.7351953383\n",
"37309_at 3.042089e+00 2.9668720779\n",
"37310_at 1.164762e+00 1.3028007105\n",
"37311_at 2.715408e+00 2.5911874449\n",
"37312_at 1.591353e+00 0.8336538045\n",
"37313_at 1.843236e+00 1.7890421080\n",
"37314_at NaN NaN\n",
"37315_f_at 1.991210e+00 1.8757876558\n",
"37316_r_at 1.916283e+00 1.9797451487\n",
"37317_at 1.287250e+00 1.6486175202\n",
"37318_at 2.486483e+00 2.2768154011\n",
"37319_at 1.554991e+00 0.2595845981\n",
"37320_at 2.707433e+00 2.5863834240\n",
"37321_at 2.355198e+00 2.2833788015\n",
"37322_s_at NaN NaN\n",
"37323_r_at -1.093662e+00 NaN\n",
"37324_at 2.678639e+00 2.5208448891\n",
"37325_at 2.478916e+00 2.3356578780\n",
"37326_at 2.691353e+00 2.6371945149\n",
"37327_at NaN NaN\n",
"37328_at NaN NaN\n",
"37329_at 2.565474e+00 2.4466436318\n",
"37330_at 2.345671e+00 2.3136726323\n",
"37331_g_at 1.892680e+00 1.7461412031\n",
"37332_r_at 1.850202e+00 2.2242619454\n",
"37333_at 2.352757e+00 2.2721150355\n",
"37334_at 1.882315e+00 1.6205902366\n",
"37335_at 2.152975e+00 2.1575993175\n",
"37336_at 2.259234e+00 2.0994056682\n",
"37337_at 2.804717e+00 2.7361269332\n",
"37338_at 2.125083e+00 1.9399116249\n",
"37339_at 1.162289e+00 1.2279121237\n",
"37340_at 1.536077e+00 -0.5332602501\n",
"37341_at 2.233137e+00 2.2034045394\n",
"37342_s_at 2.175443e+00 2.2826818271\n",
"37343_at 2.442392e+00 2.2818166678\n",
"37344_at -4.795757e+00 -3.8138474854\n",
"37345_at 2.064533e+00 1.8996953603\n",
"37346_at 2.844981e+00 2.8120840812\n",
"37347_at 2.534498e+00 2.3875672877\n",
"37348_s_at 2.482931e+00 2.2971667368\n",
"37349_r_at NaN NaN\n",
"37350_at 2.468969e+00 2.3216159683\n",
"37351_at NaN NaN\n",
"37352_at 1.159882e+00 0.9746034609\n",
"37353_g_at 1.874386e+00 1.8071046278\n",
"37354_at -3.164162e+00 -0.6676785220\n",
"37355_at 1.901865e+00 1.9620954887\n",
"37356_r_at -2.175659e-01 NaN\n",
"37357_at 2.176403e+00 1.9092636013\n",
"37358_at 1.543321e+00 1.4034661224\n",
"37359_at 2.445009e+00 2.3212877057\n",
"37360_at 2.941510e+00 2.8639456733\n",
"37361_at 2.598788e+00 2.4830556792\n",
"37362_at 1.930954e+00 2.0069744874\n",
"37363_at 4.375505e-01 NaN\n",
"37364_at 2.806278e+00 2.7837255258\n",
"37365_at 2.100402e+00 2.0672168456\n",
"37366_at 1.687700e+00 1.5663734489\n",
"37367_at 2.487117e+00 2.3981775806\n",
"37368_at 1.350705e+00 -0.1656623145\n",
"37369_s_at NaN -0.6663463178\n",
"37370_i_at NaN NaN\n",
"37371_at 3.151498e-01 1.0690815754\n",
"37372_at NaN NaN\n",
"37373_at 2.218429e+00 2.0733013613\n",
"37374_at 1.510513e+00 1.6443456955\n",
"37375_at 1.938798e+00 1.7221920120\n",
"37376_at 2.448800e+00 2.2060029123\n",
"37377_i_at 2.237268e+00 2.1391668321\n",
"37378_r_at 1.961930e+00 1.5806651718\n",
"37379_at 2.188355e+00 2.0171676876\n",
"37380_at NaN NaN\n",
"37381_g_at 1.449986e+00 0.7488553084\n",
"37382_at 2.152134e+00 2.2060590504\n",
"37383_f_at 2.796831e+00 2.7047261628\n",
"37384_at 1.823543e+00 1.8915000717\n",
"37385_at 9.450982e-01 1.1013319619\n",
"37386_i_at 2.922446e+00 2.8412995711\n",
"37387_r_at 2.513294e+00 2.4706317149\n",
"37388_at NaN NaN\n",
"37389_at 2.258782e+00 2.0978628477\n",
"37390_at 2.408980e+00 2.2597866767\n",
"37391_at 2.374409e+00 2.2757609695\n",
"37392_at 6.904716e-01 0.3722036913\n",
"37393_at 2.341863e+00 2.0717585558\n",
"37394_at NaN NaN\n",
"37395_at 2.686605e+00 2.6050130443\n",
"37396_at NaN NaN\n",
"37397_at -1.148192e+00 NaN\n",
"37398_at NaN NaN\n",
"37399_at -1.453414e+00 NaN\n",
"374_f_at 2.704364e+00 2.6245225919\n",
"37400_at 1.062138e+00 1.5763770490\n",
"37401_g_at NaN NaN\n",
"37402_at NaN NaN\n",
"37403_at 5.297302e-01 NaN\n",
"37404_at 1.316769e+00 1.6574789272\n",
"37405_at 2.598438e+00 2.5258696453\n",
"37406_at -1.983556e-02 0.9315452173\n",
"37407_s_at NaN NaN\n",
"37408_at 7.537778e-01 1.4728392215\n",
"37409_at 1.407336e+00 1.2667114688\n",
"37410_at 2.209414e+00 2.0934843149\n",
"37411_at -4.047661e+00 -0.3652783301\n",
"37412_at 1.244845e+00 1.0525665990\n",
"37413_at -4.267813e-01 1.6518325523\n",
"37414_at -1.940099e+00 1.1188720044\n",
"37415_at 1.410936e+00 1.7943194243\n",
"37416_at NaN NaN\n",
"37417_at -7.744360e-01 0.5509883880\n",
"37418_at 1.696939e+00 1.8900007902\n",
"37419_g_at NaN NaN\n",
"37420_i_at 1.771166e+00 0.8380961475\n",
"37421_f_at 2.300210e+00 2.2699935180\n",
"37422_at 1.740777e+00 1.4942969305\n",
"37423_at 1.398988e+00 1.6505782239\n",
"37424_at 1.798405e+00 1.2662877511\n",
"37425_g_at 1.617748e+00 1.4364370075\n",
"37426_at NaN NaN\n",
"37427_at NaN NaN\n",
"37428_at NaN NaN\n",
"37429_g_at 1.152590e+00 1.2842290650\n",
"37430_at NaN NaN\n",
"37431_at 3.120697e-02 NaN\n",
"37432_g_at NaN -3.2507515365\n",
"37433_at NaN NaN\n",
"37434_at 1.500432e+00 1.8750911594\n",
"37435_s_at NaN 0.8266754450\n",
"37436_at 7.057174e-01 -4.3837932931\n",
"37437_at 1.644832e+00 1.9463865847\n",
"37438_at 1.243863e+00 0.5898795008\n",
"37439_at NaN NaN\n",
"37440_at NaN NaN\n",
"37441_at NaN NaN\n",
"37442_at 2.399634e+00 2.2463680538\n",
"37443_at -2.857707e-01 -1.9758262117\n",
"37444_at 1.529083e+00 0.5640878371\n",
"37445_at 2.032297e+00 1.8348426085\n",
"37446_at -3.150149e-01 NaN\n",
"37447_at 2.155834e+00 2.0921373348\n",
"37448_s_at 3.184867e+00 3.1471625398\n",
"37449_i_at 3.350616e+00 3.3622872889\n",
"37450_r_at 3.321226e+00 3.3327055709\n",
"37451_at NaN NaN\n",
"37452_at NaN NaN\n",
"37453_at 1.339653e+00 1.5010794133\n",
"37454_at -1.744019e+00 NaN\n",
"37455_at NaN 1.1346383636\n",
"37456_at NaN NaN\n",
"37457_at NaN -1.9441944210\n",
"37458_at 2.013112e+00 0.7153125082\n",
"37459_at 5.183549e-01 0.8480058861\n",
"37460_at 6.207793e-01 1.4371790566\n",
"37461_at -2.342032e-01 -0.6941264175\n",
"37462_i_at 2.209364e+00 1.9949260122\n",
"37463_r_at 2.075883e+00 1.9555683514\n",
"37464_at 5.614097e-01 -0.7024861282\n",
"37465_at NaN NaN\n",
"37466_at 9.435059e-01 1.0430248403\n",
"37467_at NaN -5.6469093645\n",
"37468_at 1.176392e+00 1.1839065161\n",
"37469_at 1.765067e+00 1.1085252294\n",
"37470_at 1.560413e+00 1.4660425780\n",
"37471_at 2.152249e+00 1.8556785921\n",
"37472_at 1.336822e+00 NaN\n",
"37473_at 1.460258e+00 1.4050155072\n",
"37474_at 1.743031e+00 1.5320995438\n",
"37475_at 2.408889e+00 2.4423689331\n",
"37476_at 8.879364e-01 0.7590617650\n",
"37477_at NaN NaN\n",
"37478_at NaN -2.8767039947\n",
"37479_at -5.926927e-01 1.1852931369\n",
"37480_at 6.025486e-01 0.7526018109\n",
"37481_at NaN -2.1926779186\n",
"37482_at NaN NaN\n",
"37483_at NaN NaN\n",
"37484_at NaN NaN\n",
"37485_at 1.632187e+00 1.5887868556\n",
"37486_f_at 1.461793e+00 1.5148791955\n",
"37487_at 1.708196e+00 1.7625249864\n",
"37488_at 1.448139e+00 1.8377807692\n",
"37489_s_at 7.745418e-01 NaN\n",
"37490_at 1.897094e+00 1.6432859774\n",
"37491_at 1.874816e+00 1.8831527479\n",
"37492_at -1.628278e+00 NaN\n",
"37493_at -2.856929e+00 NaN\n",
"37494_at NaN NaN\n",
"37495_at NaN NaN\n",
"37496_at NaN NaN\n",
"37497_at 8.814897e-01 NaN\n",
"37498_at NaN NaN\n",
"37499_at 3.834163e-01 NaN\n",
"375_at 1.771468e+00 1.5904899244\n",
"37500_at NaN NaN\n",
"37501_at 1.621855e+00 1.2605970745\n",
"37502_at 5.309848e-01 -1.8461803539\n",
"37503_at 1.642349e+00 1.4857614070\n",
"37504_at 1.340146e+00 1.4551216352\n",
"37505_at -2.924961e-01 0.6101333868\n",
"37506_at 2.094138e+00 1.9469541972\n",
"37507_i_at 2.145950e+00 2.0028344403\n",
"37508_f_at 2.378689e+00 2.3154036848\n",
"37509_at 1.540319e+00 1.3531937434\n",
"37510_at 1.700834e+00 1.0365186272\n",
"37511_at 1.803430e+00 1.6805230970\n",
"37512_at NaN NaN\n",
"37513_at 1.095628e+00 2.1007065359\n",
"37514_s_at NaN NaN\n",
"37515_at NaN -1.4299399217\n",
"37516_at NaN NaN\n",
"37517_at 2.165964e+00 2.2888790839\n",
"37518_at 1.065164e+00 1.2191519573\n",
"37519_at 1.392157e+00 1.6962633180\n",
"37520_at 1.594515e+00 0.9821029849\n",
"37521_s_at 1.362382e+00 1.5879299140\n",
"37522_r_at NaN NaN\n",
"37523_at NaN NaN\n",
"37524_at NaN NaN\n",
"37525_at NaN NaN\n",
"37526_at NaN NaN\n",
"37527_at -4.541585e-01 1.1339156817\n",
"37528_at NaN NaN\n",
"37529_at 1.727714e+00 1.7053421351\n",
"37530_s_at -2.100014e+00 -2.1683291853\n",
"37531_at 1.498933e+00 2.0589691050\n",
"37532_at 1.823300e+00 1.4785632305\n",
"37533_r_at NaN NaN\n",
"37534_at -2.561259e+00 NaN\n",
"37535_at 1.653119e+00 1.3417583581\n",
"37536_at -3.177778e-01 NaN\n",
"37537_at 1.338919e+00 1.1599852931\n",
"37538_at NaN NaN\n",
"37539_at NaN NaN\n",
"37540_at NaN NaN\n",
"37541_at -8.259908e+00 1.7768316178\n",
"37542_at 1.641040e+00 1.2732731385\n",
"37543_at 1.424943e+00 1.3313491613\n",
"37544_at 1.320360e+00 1.2548769474\n",
"37545_at 2.244539e+00 2.2175835711\n",
"37546_r_at NaN 1.3502028867\n",
"37547_at NaN NaN\n",
"37548_at NaN NaN\n",
"37549_g_at 6.460734e-01 0.9283637936\n",
"37550_at 1.021262e+00 0.2040150290\n",
"37551_at 2.439873e+00 2.4229485959\n",
"37552_at 1.711615e+00 1.5192919962\n",
"37553_at 1.756397e+00 1.6522464364\n",
"37554_at 3.354922e-01 -1.4309595540\n",
"37555_at 2.065926e+00 1.8809572679\n",
"37556_at NaN NaN\n",
"37557_at 2.555798e+00 2.4334741622\n",
"37558_at -5.987916e-01 NaN\n",
"37559_at NaN NaN\n",
"37560_at NaN NaN\n",
"37561_at 1.894879e+00 1.5823368860\n",
"37562_at 1.905309e+00 2.0582103134\n",
"37563_at 6.745070e-01 1.4243077829\n",
"37564_at 1.304511e+00 1.7606611848\n",
"37565_at 7.543148e-01 NaN\n",
"37566_at 8.573012e-01 0.9084946581\n",
"37567_at 1.639650e+00 1.6540543285\n",
"37568_at NaN NaN\n",
"37569_at 2.695140e+00 2.6008881342\n",
"37570_at 1.032659e+00 1.1624174999\n",
"37571_at NaN NaN\n",
"37572_at 7.795898e-01 -0.0863169825\n",
"37573_at NaN NaN\n",
"37574_at 4.191450e-01 1.6318141027\n",
"37575_at 6.811650e-01 0.9986623735\n",
"37576_at 2.063968e+00 1.9622325344\n",
"37577_at 1.586615e+00 1.1776710971\n",
"37578_at 1.299016e+00 1.0573272273\n",
"37579_at 4.920992e-01 -0.9034162916\n",
"37580_at NaN -4.6748447377\n",
"37581_at 2.269972e+00 2.1680919515\n",
"37582_at NaN NaN\n",
"37583_at NaN NaN\n",
"37584_at 2.294029e+00 2.2739203940\n",
"37585_at 2.634591e+00 2.5428899329\n",
"37586_at 1.590827e+00 1.5636691847\n",
"37587_at NaN NaN\n",
"37588_s_at 7.439716e-01 -0.2456470097\n",
"37589_at 1.516643e+00 1.5072174663\n",
"37590_g_at 1.135802e+00 1.2229344278\n",
"37591_at 2.874326e+00 2.7451304158\n",
"37592_at NaN NaN\n",
"37593_at NaN 0.9260700873\n",
"37594_at NaN NaN\n",
"37595_at NaN NaN\n",
"37596_at -2.018167e+00 -0.0996402795\n",
"37597_s_at 2.354398e+00 2.2137498477\n",
"37598_at NaN NaN\n",
"37599_at NaN NaN\n",
"376_at 2.347327e+00 2.3335016075\n",
"37600_at 7.148826e-01 -1.0169373526\n",
"37601_at NaN NaN\n",
"37602_at NaN NaN\n",
"37603_at NaN NaN\n",
"37604_at 4.350886e-01 NaN\n",
"37605_at NaN NaN\n",
"37606_at 5.869423e-01 -1.6573082424\n",
"37607_at NaN NaN\n",
"37608_g_at 8.334140e-01 -4.7768732259\n",
"37609_at 1.939743e+00 1.6764480486\n",
"37610_at 2.499706e+00 2.4506754693\n",
"37611_at NaN NaN\n",
"37612_at NaN NaN\n",
"37613_at NaN NaN\n",
"37614_g_at NaN NaN\n",
"37615_at 1.452686e+00 1.5718720584\n",
"37616_at 1.628909e+00 1.2964324480\n",
"37617_at 1.116175e+00 0.5994294175\n",
"37618_at 1.949875e+00 1.9064627508\n",
"37619_at 2.320112e+00 2.0869401892\n",
"37620_at 1.723834e+00 1.5926982400\n",
"37621_at NaN NaN\n",
"37622_r_at NaN NaN\n",
"37623_at NaN NaN\n",
"37624_at NaN -1.4506409265\n",
"37625_at NaN NaN\n",
"37626_at NaN NaN\n",
"37627_g_at NaN NaN\n",
"37628_at 2.139008e+00 1.9823257673\n",
"37629_at 1.139794e-01 1.5720146160\n",
"37630_at NaN NaN\n",
"37631_at 7.406440e-01 1.4519703239\n",
"37632_s_at 1.484332e+00 1.1397986633\n",
"37633_s_at 1.139556e-01 0.6645258020\n",
"37634_at NaN 0.0628342886\n",
"37635_at NaN NaN\n",
"37636_at 1.218645e+00 1.1826164932\n",
"37637_at 7.005602e-01 NaN\n",
"37638_at 1.631772e+00 1.7113362595\n",
"37639_at 1.058870e+00 0.7048125563\n",
"37640_at 2.412461e+00 2.3087508169\n",
"37641_at 1.993233e+00 1.8768413526\n",
"37642_at 1.344100e+00 1.0045203528\n",
"37643_at NaN NaN\n",
"37644_s_at NaN NaN\n",
"37645_at NaN NaN\n",
"37646_at 2.005241e+00 1.9784563891\n",
"37647_at NaN NaN\n",
"37648_at 2.016838e+00 2.0685291552\n",
"37649_at 2.199648e+00 1.9699130961\n",
"37650_at 2.330927e+00 2.2802051520\n",
"37651_at 1.807606e+00 1.6575310204\n",
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"37654_at 6.542630e-01 -0.5540043231\n",
"37655_at 1.218318e+00 1.1664238276\n",
"37656_at 2.406148e+00 2.2082350509\n",
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"37658_at 1.520366e+00 1.5490263247\n",
"37659_at 2.136310e+00 1.9565076007\n",
"37660_at NaN NaN\n",
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"37662_at 8.160490e-01 0.0815663405\n",
"37663_at 2.317876e+00 2.1783255163\n",
"37664_at 2.240473e+00 2.3004436975\n",
"37665_at NaN NaN\n",
"37666_at 2.858996e+00 2.7658321235\n",
"37667_at 1.731170e+00 0.3709471977\n",
"37668_at 2.640752e+00 2.5211259678\n",
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"37670_at 2.095116e+00 1.9966725455\n",
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"37672_at 2.412364e+00 2.2906288059\n",
"37673_at 1.064114e+00 0.5575773175\n",
"37674_at 1.828465e+00 1.4543402838\n",
"37675_at 2.894842e+00 2.7762557902\n",
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"37677_at 2.917969e+00 2.8575135797\n",
"37678_at 2.468732e+00 2.4169010981\n",
"37679_at 1.159748e+00 0.5231310168\n",
"37680_at 1.807588e-01 NaN\n",
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"37682_r_at NaN NaN\n",
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"37685_at 1.866026e+00 1.5596297967\n",
"37686_s_at 2.615735e+00 2.4782124860\n",
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"37688_f_at NaN NaN\n",
"37689_s_at 7.936499e-01 NaN\n",
"37690_at 2.365544e+00 2.2289081702\n",
"37691_at 1.080419e-01 1.0168424139\n",
"37692_at 2.562018e+00 2.4427664229\n",
"37693_at 1.492203e+00 1.3474280184\n",
"37694_at 1.315710e+00 1.1918711461\n",
"37695_at NaN NaN\n",
"37696_at 1.864608e+00 1.7818511173\n",
"37697_s_at 2.666966e+00 2.5458435282\n",
"37698_at 2.075532e+00 1.8714382420\n",
"37699_at NaN 0.5080602730\n",
"377_g_at 2.140703e+00 2.0121815388\n",
"37700_at 1.406408e+00 1.3722808197\n",
"37701_at NaN 1.2992070668\n",
"37702_at NaN NaN\n",
"37703_at 2.117909e+00 1.9130317624\n",
"37704_at 2.275917e+00 2.1847816569\n",
"37705_at 1.618114e+00 1.4249260113\n",
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"37710_at NaN 0.3100312495\n",
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"37712_g_at NaN NaN\n",
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"37714_at NaN NaN\n",
"37715_at 2.295870e+00 2.2196149909\n",
"37716_at NaN -1.3204975120\n",
"37717_at 2.577966e+00 2.4579738155\n",
"37718_at 4.007426e-01 -0.2022726254\n",
"37719_at 2.436528e+00 2.4014763324\n",
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"37724_at 2.114689e+00 2.0449067789\n",
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"37733_at 2.040819e+00 1.8345279619\n",
"37734_at 2.165710e+00 2.2018982727\n",
"37735_at 2.272792e+00 1.9970953146\n",
"37736_at 2.187103e+00 2.0193060828\n",
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"37743_at 9.926932e-01 1.2839632211\n",
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"37746_r_at 2.882559e+00 3.0222277881\n",
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"37748_at 1.903409e+00 1.6947671934\n",
"37749_at 2.035245e+00 1.7308381563\n",
"37750_at 1.357974e+00 0.9204304500\n",
"37751_at 2.023999e+00 1.7945862514\n",
"37752_at 7.049974e-02 0.6073223807\n",
"37753_at 1.971055e+00 1.9072033641\n",
"37754_at 2.916286e+00 2.8160815946\n",
"37755_at 1.097153e+00 -1.1532079129\n",
"37756_at 8.987010e-01 -0.6012467522\n",
"37757_at 2.227988e+00 2.1356688014\n",
"37758_s_at 1.230774e+00 1.2308301568\n",
"37759_at -4.444964e-02 NaN\n",
"37760_at 3.480227e-01 1.0983388299\n",
"37761_at 2.055812e+00 2.0480789165\n",
"37762_at NaN 0.3640195615\n",
"37763_at 2.106170e+00 2.1218516439\n",
"37764_at -2.192068e+00 -0.1552895465\n",
"37765_at -4.466366e-02 1.3159084336\n",
"37766_s_at 2.976716e+00 2.8657403653\n",
"37767_at 1.338460e+00 0.5023980035\n",
"37768_at 2.384409e+00 2.2234252306\n",
"37769_at 2.463423e+00 2.4773164574\n",
"37770_at 1.870450e+00 1.8627429697\n",
"37771_at 1.881650e+00 2.1630442947\n",
"37772_at NaN -0.2263185486\n",
"37773_at NaN NaN\n",
"37774_at NaN NaN\n",
"37775_at NaN NaN\n",
"37776_at NaN NaN\n",
"37777_at NaN NaN\n",
"37778_at 3.978834e-01 -0.0599238950\n",
"37779_at 2.069864e+00 2.1638030713\n",
"37780_at NaN NaN\n",
"37781_at -1.218922e+00 -0.5771170862\n",
"37782_at -1.398261e-01 1.0633762807\n",
"37783_at NaN NaN\n",
"37784_at NaN -0.2405795238\n",
"37785_at 3.360194e-01 -0.7348102085\n",
"37786_at -3.360058e+00 -0.7914893074\n",
"37787_at NaN NaN\n",
"37788_at NaN -0.9153277293\n",
"37789_at NaN NaN\n",
"37790_at -1.273361e+00 NaN\n",
"37791_at NaN NaN\n",
"37792_s_at 1.185834e+00 1.2985863013\n",
"37793_r_at NaN 0.1023688992\n",
"37794_at 1.643345e+00 1.4900119924\n",
"37795_at NaN NaN\n",
"37796_at 1.782236e+00 1.7662359294\n",
"37797_at 1.679755e+00 1.8280875543\n",
"37798_at NaN 0.7455069188\n",
"37799_at 4.473419e-01 NaN\n",
"378_s_at NaN NaN\n",
"37800_r_at 9.750268e-01 0.7296446307\n",
"37801_at 1.861918e+00 1.7903391976\n",
"37802_r_at NaN NaN\n",
"37803_at NaN -0.0926057664\n",
"37804_at NaN NaN\n",
"37805_at -9.845870e-01 NaN\n",
"37806_at -1.318620e+00 NaN\n",
"37807_at NaN NaN\n",
"37808_at 1.402488e+00 1.1249473218\n",
"37809_at NaN NaN\n",
"37810_at -3.520686e+00 -1.5468870283\n",
"37811_at 1.785931e+00 1.8223639757\n",
"37812_at NaN NaN\n",
"37813_at NaN NaN\n",
"37814_g_at 1.496283e+00 1.5763575972\n",
"37815_at 7.366507e-01 0.7748023854\n",
"37816_at 1.179117e-02 0.9762135197\n",
"37817_at 1.983661e+00 2.0198456362\n",
"37818_at 1.537482e+00 1.6237379749\n",
"37819_at 8.726565e-01 0.0133886403\n",
"37820_at NaN NaN\n",
"37821_at 1.145577e+00 0.7879499095\n",
"37822_at -1.805015e+00 NaN\n",
"37823_at -2.425087e+00 NaN\n",
"37824_at 6.018912e-01 NaN\n",
"37825_at 1.397001e+00 0.7049332707\n",
"37826_at 1.439897e+00 1.5823453660\n",
"37827_r_at 7.810252e-01 0.9940978812\n",
"37828_at 1.611834e+00 1.5032019263\n",
"37829_at NaN NaN\n",
"37830_at -2.955481e-01 NaN\n",
"37831_at 1.674389e+00 1.4221506028\n",
"37832_at -2.118555e-01 0.9879008334\n",
"37833_at NaN NaN\n",
"37834_at 4.639613e-01 0.8052937228\n",
"37835_at NaN -2.1766675206\n",
"37836_at 1.607611e+00 1.6927851449\n",
"37837_at 1.128930e+00 1.4937327097\n",
"37838_at 2.000887e+00 1.1345487590\n",
"37839_at 9.096147e-01 1.0784782505\n",
"37840_at NaN NaN\n",
"37841_at NaN NaN\n",
"37842_at NaN NaN\n",
"37843_i_at 1.005729e+00 1.3561032506\n",
"37844_at 1.772874e+00 1.1267971073\n",
"37845_at NaN NaN\n",
"37846_at NaN NaN\n",
"37847_at -7.665209e-01 0.9708207568\n",
"37848_at NaN NaN\n",
"37849_at -5.437501e+00 NaN\n",
"37850_at NaN NaN\n",
"37851_at NaN -0.5043618688\n",
"37852_at NaN NaN\n",
"37853_at 2.060389e+00 2.1352351470\n",
"37854_at 5.366628e-01 -0.4590162269\n",
"37855_at 1.261446e+00 0.7891042023\n",
"37856_at NaN NaN\n",
"37857_at -1.923803e+00 NaN\n",
"37858_at 1.337356e+00 1.5079398717\n",
"37859_r_at NaN 0.4413131058\n",
"37860_at 2.195762e+00 2.1061183482\n",
"37861_at 7.202087e-01 -0.0543731287\n",
"37862_at NaN -4.8259360510\n",
"37863_at NaN NaN\n",
"37864_s_at NaN NaN\n",
"37865_at NaN NaN\n",
"37866_at 3.583407e-01 0.4397977010\n",
"37867_at NaN -1.3538820756\n",
"37868_s_at NaN NaN\n",
"37869_at 1.335198e+00 1.3956295229\n",
"37870_at 1.804337e+00 2.1206655682\n",
"37871_at -4.982455e-01 -1.4125569997\n",
"37872_at 2.075176e+00 2.1657101306\n",
"37873_g_at 1.890026e+00 1.5566714845\n",
"37874_at NaN NaN\n",
"37875_at 9.140708e-01 1.2507269569\n",
"37876_at NaN -0.5317386817\n",
"37877_at 1.795940e+00 1.8929624643\n",
"37878_at NaN NaN\n",
"37879_r_at NaN NaN\n",
"37880_at NaN NaN\n",
"37881_at -5.105667e-01 -0.7583278165\n",
"37882_at 1.751733e+00 1.5880467068\n",
"37883_i_at 1.791579e+00 1.5068901125\n",
"37884_f_at NaN NaN\n",
"37885_at 2.474729e+00 2.5465053240\n",
"37886_at 1.517734e+00 1.7242452316\n",
"37887_at NaN NaN\n",
"37888_at 7.128871e-01 -4.4976211494\n",
"37889_at NaN NaN\n",
"37890_at 2.699991e+00 2.5995203251\n",
"37891_at 1.643113e+00 1.7690447009\n",
"37892_at NaN NaN\n",
"37893_at 1.774305e+00 1.4411880647\n",
"37894_at 1.425421e+00 0.7489959514\n",
"37895_at 2.131282e+00 1.9883110355\n",
"37896_at NaN 0.3220711269\n",
"37897_s_at 2.261651e+00 2.1225182159\n",
"37898_r_at 2.275701e+00 2.4979216418\n",
"37899_at 2.121427e+00 1.9971476327\n",
"379_at 1.555154e+00 1.4440712151\n",
"37900_at 2.219183e+00 2.1098023320\n",
"37901_at 1.186373e+00 0.3397406994\n",
"37902_at 1.786640e+00 1.6050161262\n",
"37903_at 2.106326e+00 1.5199641693\n",
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"37905_r_at 1.899424e+00 2.1449926522\n",
"37906_at -2.455458e-01 NaN\n",
"37907_at 2.318657e+00 2.1568259340\n",
"37908_at NaN -2.2713658306\n",
"37909_at 1.171373e+00 0.4919074929\n",
"37910_at 2.425690e+00 2.3224184205\n",
"37911_at 2.275009e+00 2.2207746946\n",
"37912_at 2.434387e+00 2.4076593472\n",
"37913_at 2.256779e+00 2.2669270404\n",
"37914_at 7.286809e-01 0.8735327747\n",
"37915_at 1.713937e+00 1.5146058231\n",
"37916_at 2.063415e+00 2.1228831320\n",
"37917_at 1.080493e+00 0.4609542685\n",
"37918_at NaN NaN\n",
"37919_at NaN NaN\n",
"37920_at 1.420242e+00 1.6386953606\n",
"37921_at NaN -0.2995130568\n",
"37922_at NaN -0.5497799984\n",
"37923_at NaN NaN\n",
"37924_g_at 1.306610e+00 1.5914702251\n",
"37925_r_at -4.686023e-01 0.2048953544\n",
"37926_at 1.806627e+00 1.7189628819\n",
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"37928_at 2.054534e+00 1.9690163534\n",
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"37931_at 2.747334e+00 2.6893882247\n",
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"37933_at 1.083745e+00 0.0809348440\n",
"37934_at 1.931222e+00 1.5314766682\n",
"37935_at 2.120541e+00 1.9355502415\n",
"37936_at 2.227161e+00 2.0432770231\n",
"37937_at -3.167596e+00 NaN\n",
"37938_at 1.040540e+00 -4.5474065247\n",
"37939_at 1.936710e+00 2.1937753849\n",
"37940_f_at -5.390748e+00 NaN\n",
"37941_at 8.662131e-01 0.5606714968\n",
"37942_at NaN NaN\n",
"37943_at 1.507695e+00 1.5734928550\n",
"37944_at 1.987593e+00 1.6500094062\n",
"37945_at 2.291317e+00 2.2059882224\n",
"37946_at 1.736992e+00 2.1526732599\n",
"37947_at 2.408902e+00 2.2706293228\n",
"37948_at 1.835041e+00 1.7612067726\n",
"37949_at NaN NaN\n",
"37950_at 1.675259e+00 1.6996341042\n",
"37951_at 1.791743e+00 1.1326893998\n",
"37952_at 6.398280e-01 NaN\n",
"37953_s_at -9.451087e-01 -0.6653541988\n",
"37954_at NaN NaN\n",
"37955_at 2.817012e+00 2.6583097618\n",
"37956_at 2.292345e+00 2.2469893219\n",
"37957_at NaN 0.4410017819\n",
"37958_at -8.800874e-01 NaN\n",
"37959_at 1.955537e+00 1.6961056716\n",
"37960_at 3.525564e-01 0.9086031936\n",
"37961_at 2.321183e+00 2.2548967776\n",
"37962_r_at 1.694402e+00 1.5167254934\n",
"37963_at 1.098704e+00 -5.5588915052\n",
"37964_at 1.659355e+00 1.4933487166\n",
"37965_at -2.457680e+00 1.2212344197\n",
"37966_at 9.138177e-01 0.1497622629\n",
"37967_at -8.122305e-01 NaN\n",
"37968_at 1.392843e+00 1.3062134741\n",
"37969_at 1.071711e+00 1.8439086225\n",
"37970_at 1.511816e+00 0.6086242897\n",
"37971_at 1.885318e+00 1.6206693307\n",
"37972_at -2.829296e-01 NaN\n",
"37973_at -2.401719e+00 NaN\n",
"37974_at 1.123180e+00 0.9506780430\n",
"37975_at NaN NaN\n",
"37976_at 1.365089e+00 1.7939272398\n",
"37977_at 1.825429e+00 1.3693254343\n",
"37978_at 2.369599e+00 2.2804608825\n",
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"37981_at 2.114922e+00 2.0449149673\n",
"37982_at 2.736163e+00 2.6449961323\n",
"37983_at NaN NaN\n",
"37984_s_at 2.556385e+00 2.5667200144\n",
"37985_at 2.401818e+00 2.4007745993\n",
"37986_at 1.331917e+00 1.1866141259\n",
"37987_at 1.550505e+00 0.8398363920\n",
"37988_at NaN NaN\n",
"37989_at NaN NaN\n",
"37990_at -1.770465e+00 1.0667769637\n",
"37991_at 1.715440e+00 1.5740769916\n",
"37992_s_at 2.906735e+00 2.8019690369\n",
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"37996_s_at 1.196973e+00 1.0451038567\n",
"37997_r_at NaN NaN\n",
"37998_at 1.880857e+00 1.8044779497\n",
"37999_at NaN NaN\n",
"380_at NaN NaN\n",
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"38001_at NaN NaN\n",
"38002_s_at NaN NaN\n",
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"38004_at NaN NaN\n",
"38005_at 1.596963e+00 1.2029267061\n",
"38006_at NaN NaN\n",
"38007_at 1.181777e+00 NaN\n",
"38008_at NaN 0.1015314967\n",
"38009_at NaN NaN\n",
"38010_at 1.853724e+00 1.7704701376\n",
"38011_at 2.205911e+00 2.0807420103\n",
"38012_at -3.009849e+00 -0.7411300980\n",
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"38014_at 2.757006e+00 2.7056962999\n",
"38015_at NaN NaN\n",
"38016_at 2.430691e+00 2.3945724956\n",
"38017_at NaN NaN\n",
"38018_g_at NaN NaN\n",
"38019_at 2.375029e+00 2.2707658943\n",
"38020_at 1.969952e+00 1.7779311467\n",
"38021_at 2.601353e+00 2.5153478208\n",
"38022_s_at NaN 1.6231608752\n",
"38023_at 6.585731e-01 -1.1861957180\n",
"38024_at 1.054977e+00 0.2244439942\n",
"38025_r_at -2.169046e+00 NaN\n",
"38026_at NaN NaN\n",
"38027_at 1.808429e+00 1.6454118968\n",
"38028_at NaN NaN\n",
"38029_at 2.950130e+00 2.9242898679\n",
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"38036_at 1.598692e+00 1.3853152965\n",
"38037_at NaN -1.6439706445\n",
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"38040_at 1.064197e+00 -1.0449340300\n",
"38041_at 1.513795e+00 1.5291550961\n",
"38042_at 7.121952e-01 -2.3185935012\n",
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"38045_at NaN NaN\n",
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"38047_at 1.697441e+00 0.6617841343\n",
"38048_at 1.965996e+00 1.9971517170\n",
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"38050_at 2.252032e+00 2.0646055563\n",
"38051_at NaN 0.4744244884\n",
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"38053_s_at 2.098207e+00 1.4347525740\n",
"38054_at 2.552269e+00 2.4195177219\n",
"38055_at 2.490694e+00 2.3732245366\n",
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"38059_g_at NaN NaN\n",
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"38061_at 3.161475e+00 3.1661963169\n",
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"38073_at 1.275177e+00 0.6688556805\n",
"38074_at 2.474921e+00 2.3938014668\n",
"38075_at 2.574841e+00 2.4766950124\n",
"38076_at 2.866182e+00 2.8076843844\n",
"38077_at -5.660763e-01 NaN\n",
"38078_at 2.059254e+00 2.0063311042\n",
"38079_at 1.487447e+00 1.6109968445\n",
"38080_at 3.196451e+00 3.1181300827\n",
"38081_at 2.472673e+00 2.4776961204\n",
"38082_at -1.139517e-01 -0.7356617621\n",
"38083_at 6.078836e-02 NaN\n",
"38084_at 2.740795e+00 2.7025451306\n",
"38085_at 2.658209e+00 2.7429705628\n",
"38086_at 1.904379e+00 1.2297358168\n",
"38087_s_at NaN NaN\n",
"38088_r_at NaN 1.4408534643\n",
"38089_at 2.389483e+00 2.1898685099\n",
"38090_at 1.909512e+00 1.7426683379\n",
"38091_at 2.197578e+00 2.3030845136\n",
"38092_at NaN NaN\n",
"38093_at 2.144850e+00 2.0700423195\n",
"38094_at 2.785980e+00 2.7403412132\n",
"38095_i_at NaN NaN\n",
"38096_f_at NaN NaN\n",
"38097_at 2.396923e+00 2.2405815092\n",
"38098_at 1.416908e+00 1.1095898794\n",
"38099_r_at NaN NaN\n",
"381_s_at 1.109947e+00 1.4784963451\n",
"38100_at 4.217398e-01 -0.4600233368\n",
"38101_at 2.192119e+00 2.1413106221\n",
"38102_at 1.657816e+00 1.2781548393\n",
"38103_at 1.915859e+00 1.9339900598\n",
"38104_at 2.307410e+00 2.2392948683\n",
"38105_at 2.047208e+00 2.0716845334\n",
"38106_at 2.239315e+00 2.0437813445\n",
"38107_at 2.281654e+00 2.2691658678\n",
"38108_at 1.726170e+00 1.6537975113\n",
"38109_at 1.339701e+00 0.5982393269\n",
"38110_at 1.760281e+00 1.6548488074\n",
"38111_at NaN NaN\n",
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"38113_at NaN NaN\n",
"38114_at 2.614309e+00 2.5051416977\n",
"38115_at 1.779550e+00 1.1407228925\n",
"38116_at 2.710671e+00 2.6350012710\n",
"38117_at 2.395140e+00 2.3276017055\n",
"38118_at 2.523626e+00 2.4808838043\n",
"38119_at 1.655231e+00 1.8079057445\n",
"38120_at 1.693000e+00 1.6079770889\n",
"38121_at 2.335775e+00 2.1955586188\n",
"38122_at -8.269998e-01 -0.9737685499\n",
"38123_at 2.142193e+00 1.9849226489\n",
"38124_at 2.723127e+00 2.6313164633\n",
"38125_at 2.011360e-01 NaN\n",
"38126_at 1.857795e+00 1.8027940372\n",
"38127_at 2.260350e+00 2.2471935217\n",
"38128_at NaN -0.6112862898\n",
"38129_at 5.368110e-06 0.7256743977\n",
"38130_s_at NaN NaN\n",
"38131_at 2.284521e+00 2.0275496591\n",
"38132_at 2.103847e+00 2.2623831416\n",
"38133_at NaN NaN\n",
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"38135_at NaN NaN\n",
"38136_at 3.415805e-01 NaN\n",
"38137_at 1.018643e+00 1.6305781470\n",
"38138_at 2.988093e+00 2.9155292856\n",
"38139_at -4.455525e-01 -2.5690537706\n",
"38140_at NaN NaN\n",
"38141_at -2.729406e-01 -0.5548035459\n",
"38142_at 1.276037e+00 -0.8681153241\n",
"38143_at NaN NaN\n",
"38144_at NaN NaN\n",
"38145_at 5.423486e-01 NaN\n",
"38146_at NaN NaN\n",
"38147_at NaN NaN\n",
"38148_at 1.232676e+00 0.5113575024\n",
"38149_at 3.613082e-01 0.3039558382\n",
"38150_at NaN NaN\n",
"38151_at NaN NaN\n",
"38152_at NaN NaN\n",
"38153_at NaN NaN\n",
"38154_at 9.403023e-01 -1.6707115218\n",
"38155_at 1.783905e+00 1.5470310375\n",
"38156_at -2.359373e+00 -0.5885345006\n",
"38157_at 1.861265e+00 1.6078701714\n",
"38158_at 2.590246e+00 2.4632502745\n",
"38159_at 8.398822e-01 NaN\n",
"38160_at -2.172756e+00 NaN\n",
"38161_at 2.641193e+00 2.5952284241\n",
"38162_at -1.147206e+00 -1.2095248595\n",
"38163_at -1.323836e+00 NaN\n",
"38164_at 8.157758e-01 NaN\n",
"38165_s_at NaN NaN\n",
"38166_r_at 1.577520e+00 2.0606761700\n",
"38167_at -1.220970e+00 -0.0927902157\n",
"38168_at 1.643942e+00 1.4159636379\n",
"38169_s_at NaN 0.9680259654\n",
"38170_at -8.656879e-01 NaN\n",
"38171_at 2.178281e+00 2.3337976157\n",
"38172_at 8.162557e-01 NaN\n",
"38173_at 2.048473e+00 1.9477893902\n",
"38174_at 1.722422e+00 1.6035456336\n",
"38175_at NaN NaN\n",
"38176_at 1.807240e+00 1.7369070236\n",
"38177_at NaN NaN\n",
"38178_at 3.236701e-01 NaN\n",
"38179_at NaN -5.9887423550\n",
"38180_f_at NaN NaN\n",
"38181_at 1.681388e+00 1.8055400584\n",
"38182_at NaN NaN\n",
"38183_at NaN NaN\n",
"38184_at NaN -5.1878829344\n",
"38185_at NaN NaN\n",
"38186_g_at NaN NaN\n",
"38187_at 8.078243e-01 1.3024780964\n",
"38188_s_at 2.056060e+00 1.8997590590\n",
"38189_s_at NaN NaN\n",
"38190_r_at 1.134520e+00 2.3311077547\n",
"38191_at 1.409032e+00 1.8328040127\n",
"38192_at 1.252745e+00 1.2818170115\n",
"38193_at 1.219220e+00 0.5202986900\n",
"38194_s_at NaN 0.5502245169\n",
"38195_at NaN NaN\n",
"38196_at 1.285037e+00 1.3872630499\n",
"38197_at NaN NaN\n",
"38198_at 4.094529e-01 NaN\n",
"38199_at NaN NaN\n",
"382_at 2.708451e+00 2.6799233140\n",
"38200_at NaN NaN\n",
"38201_at NaN NaN\n",
"38202_at 8.656763e-01 0.4885818604\n",
"38203_at 1.155925e+00 0.9224277650\n",
"38204_at 1.944736e+00 1.8018193932\n",
"38205_at 6.057635e-01 0.0350437415\n",
"38206_at NaN NaN\n",
"38207_at NaN NaN\n",
"38208_at 2.160248e+00 2.2378343670\n",
"38209_at NaN NaN\n",
"38210_at 2.156156e+00 1.9728408484\n",
"38211_at NaN NaN\n",
"38212_at NaN -6.5995646857\n",
"38213_at NaN NaN\n",
"38214_at NaN NaN\n",
"38215_at NaN NaN\n",
"38216_at 1.133710e+00 1.3218113235\n",
"38217_at NaN NaN\n",
"38218_at NaN NaN\n",
"38219_at 2.045263e+00 1.8603791469\n",
"38220_at -3.632820e+00 NaN\n",
"38221_at 2.228679e+00 2.2264386121\n",
"38222_at NaN NaN\n",
"38223_at 7.182547e-01 0.5487796069\n",
"38224_at 6.347222e-01 0.7994492229\n",
"38225_at NaN NaN\n",
"38226_at 1.410502e+00 0.2919420214\n",
"38227_at NaN NaN\n",
"38228_g_at 5.449141e-01 NaN\n",
"38229_at 1.672477e+00 2.1203487822\n",
"38230_at 1.456857e+00 1.9512989708\n",
"38231_f_at NaN NaN\n",
"38232_f_at NaN NaN\n",
"38233_at 2.046097e+00 1.9216478019\n",
"38234_at 7.913846e-01 -0.5010028002\n",
"38235_at NaN NaN\n",
"38236_at 5.137025e-01 1.3108394834\n",
"38237_at 1.745928e+00 2.0236451411\n",
"38238_at NaN NaN\n",
"38239_at NaN NaN\n",
"38240_at NaN NaN\n",
"38241_at NaN -0.4546532311\n",
"38242_at NaN NaN\n",
"38243_at NaN NaN\n",
"38244_at NaN NaN\n",
"38245_i_at -6.842380e-02 0.1284367799\n",
"38246_r_at NaN NaN\n",
"38247_at NaN NaN\n",
"38248_at NaN NaN\n",
"38249_at NaN NaN\n",
"38250_at 1.683786e+00 1.5832124484\n",
"38251_at 2.310777e+00 2.0469436329\n",
"38252_s_at 5.260270e-01 0.0256215955\n",
"38253_at 1.677979e+00 1.4518543698\n",
"38254_at 2.598244e+00 2.5473750881\n",
"38255_at NaN NaN\n",
"38256_s_at 2.058437e+00 1.9723768337\n",
"38257_at 2.675608e+00 2.5168409447\n",
"38258_at -6.508088e-01 NaN\n",
"38259_at 2.148125e+00 2.1754909445\n",
"38260_at 2.416464e+00 2.2035823281\n",
"38261_at -2.872580e-01 -1.0233254850\n",
"38262_at 1.267235e+00 -0.2361462005\n",
"38263_at NaN NaN\n",
"38264_at 2.255699e+00 2.0169842962\n",
"38265_at 2.171404e+00 2.0640484740\n",
"38266_at 3.558808e-01 1.2473878161\n",
"38267_at NaN NaN\n",
"38268_at NaN NaN\n",
"38269_at 2.487200e+00 2.3962981227\n",
"38270_at 1.379219e+00 0.0989233548\n",
"38271_at 6.059700e-01 0.4135631787\n",
"38272_at 1.731709e+00 1.3846867441\n",
"38273_at -4.671306e-01 1.1261640861\n",
"38274_at 1.870486e+00 1.6542877431\n",
"38275_at 2.451736e+00 2.2838274392\n",
"38276_at 4.457910e-01 0.4148114917\n",
"38277_at 1.326978e+00 1.2023991323\n",
"38278_at 1.355146e+00 NaN\n",
"38279_at 1.324733e+00 -1.4171076551\n",
"38280_s_at NaN NaN\n",
"38281_at 1.236980e+00 0.9359918533\n",
"38282_at 2.407280e+00 2.4750206798\n",
"38283_at 2.069092e+00 1.9282134610\n",
"38284_at 2.040448e+00 1.9818919268\n",
"38285_at 3.332338e-01 NaN\n",
"38286_at 1.701916e+00 1.6446329264\n",
"38287_at 1.645199e+00 1.2827841108\n",
"38288_at NaN NaN\n",
"38289_r_at NaN NaN\n",
"38290_at 6.049615e-02 1.1697865314\n",
"38291_at NaN NaN\n",
"38292_at 2.126412e+00 2.0350085777\n",
"38293_s_at NaN -0.0173012304\n",
"38294_at -9.536873e-01 0.0974539837\n",
"38295_at NaN NaN\n",
"38296_at 8.475966e-01 -3.7864840797\n",
"38297_at 2.287037e+00 2.3443420046\n",
"38298_at -2.739059e-01 1.0020255610\n",
"38299_at NaN NaN\n",
"38300_at NaN NaN\n",
"38301_at 1.241800e+00 0.8431108066\n",
"38302_at 6.246938e-01 0.0203002641\n",
"38303_at 2.561449e-01 1.1346616241\n",
"38304_r_at NaN NaN\n",
"38305_at NaN NaN\n",
"38306_at 1.944473e+00 1.6156943718\n",
"38307_at 2.078283e+00 1.8820707088\n",
"38308_g_at 2.559921e+00 2.4691978444\n",
"38309_r_at NaN NaN\n",
"38310_at 2.207120e+00 2.2281235231\n",
"38311_at 2.312791e+00 2.1943969562\n",
"38312_at 9.596317e-01 0.6901725051\n",
"38313_at 1.964288e+00 1.8244584148\n",
"38314_at 2.298632e+00 2.1999439314\n",
"38315_at NaN NaN\n",
"38316_at 1.334142e+00 1.6242836719\n",
"38317_at 2.259297e+00 2.2214203719\n",
"38318_at 1.719506e+00 1.6231144856\n",
"38319_at NaN -2.5513263814\n",
"38320_s_at 8.599773e-01 0.2358181437\n",
"38321_r_at NaN NaN\n",
"38322_at NaN NaN\n",
"38323_at NaN NaN\n",
"38324_at 2.451438e+00 2.2604625175\n",
"38325_at 1.267041e+00 0.9311988959\n",
"38326_at NaN NaN\n",
"38327_at 3.153111e-01 NaN\n",
"38328_at 1.649610e+00 1.4452473434\n",
"38329_at 1.633930e+00 1.8859533489\n",
"38330_at NaN NaN\n",
"38331_at 1.493743e+00 1.0361021284\n",
"38332_at 2.084554e+00 1.6641757322\n",
"38333_at 1.328836e+00 1.6347989101\n",
"38334_g_at 1.502821e+00 1.4807375600\n",
"38335_at 1.329234e+00 1.1093756778\n",
"38336_at NaN NaN\n",
"38337_at 1.914590e+00 1.7038752698\n",
"38338_at 2.073039e+00 2.1262061054\n",
"38339_at NaN NaN\n",
"38340_at 2.185115e+00 2.0846982221\n",
"38341_at 6.321345e-01 NaN\n",
"38342_at 2.406302e+00 2.3114915190\n",
"38343_at 1.396023e+00 1.2311331273\n",
"38344_at NaN NaN\n",
"38345_at 1.646825e-01 NaN\n",
"38346_at -8.213698e-01 NaN\n",
"38347_at NaN NaN\n",
"38348_at NaN NaN\n",
"38349_at 7.930654e-01 1.1761978085\n",
"38350_f_at 2.602026e+00 2.5700933821\n",
"38351_at NaN NaN\n",
"38352_at 2.153209e+00 2.0967658376\n",
"38353_at 1.732599e+00 1.0301132003\n",
"38354_at 2.793945e+00 2.7601448508\n",
"38355_at NaN NaN\n",
"38356_at 7.037534e-01 1.5244401751\n",
"38357_at 2.158773e+00 2.0036305839\n",
"38358_at 2.295383e-01 0.2912170151\n",
"38359_at -3.324692e+00 -2.0425220563\n",
"38360_at NaN NaN\n",
"38361_g_at NaN NaN\n",
"38362_at 1.728630e+00 1.3715476751\n",
"38363_at NaN NaN\n",
"38364_at NaN NaN\n",
"38365_at -2.166496e+00 NaN\n",
"38366_g_at 7.295240e-02 NaN\n",
"38367_s_at NaN NaN\n",
"38368_at 2.621030e+00 2.5341848355\n",
"38369_at 1.953420e+00 1.7309739626\n",
"38370_at -2.849254e-01 NaN\n",
"38371_at 2.125184e+00 2.0870870573\n",
"38372_at 2.249990e+00 2.0611481172\n",
"38373_g_at 2.200145e+00 2.1865027545\n",
"38374_at 2.131054e+00 2.0686834957\n",
"38375_at 2.378239e+00 2.2319991492\n",
"38376_at 2.711625e+00 2.5768068619\n",
"38377_at -2.363148e+00 NaN\n",
"38378_at NaN NaN\n",
"38379_at NaN NaN\n",
"38380_at 1.895866e+00 1.7722881826\n",
"38381_at 1.915215e+00 1.7722786014\n",
"38382_at -1.844953e+00 1.4382103009\n",
"38383_at -3.326044e-01 0.3571014031\n",
"38384_at 1.851622e+00 1.1231695409\n",
"38385_at 2.777538e+00 2.6125094261\n",
"38386_r_at 1.936960e+00 1.6682186947\n",
"38387_at -3.569254e-01 NaN\n",
"38388_at 2.043891e+00 1.9909898751\n",
"38389_at 4.601727e-01 0.0702333774\n",
"38390_at 1.829859e+00 1.6685717586\n",
"38391_at 1.874026e+00 1.5741853042\n",
"38392_at 2.406316e+00 2.3068734178\n",
"38393_at 1.809718e+00 1.6232424924\n",
"38394_at 2.219638e+00 1.9871977922\n",
"38395_at 2.161237e+00 1.9632618086\n",
"38396_at NaN NaN\n",
"38397_at 2.545479e+00 2.4604743958\n",
"38398_at 2.278830e+00 2.2650574625\n",
"38399_at 2.466912e+00 2.2774197984\n",
"384_at 2.296847e+00 2.0729042190\n",
"38400_at 2.275179e+00 2.1368851788\n",
"38401_s_at 1.971844e+00 1.7804229634\n",
"38402_at 1.690723e+00 1.4607868949\n",
"38403_at 2.018888e+00 1.8799796220\n",
"38404_at NaN NaN\n",
"38405_at NaN -2.0292181276\n",
"38406_f_at -2.073699e-01 1.6556496071\n",
"38407_r_at NaN NaN\n",
"38408_at NaN NaN\n",
"38409_at -1.193348e+00 -0.0854551655\n",
"38410_at 2.442221e+00 2.3124236967\n",
"38411_at 7.872586e-01 NaN\n",
"38412_at 2.422700e+00 2.3922410608\n",
"38413_at 2.604253e+00 2.5300801884\n",
"38414_at 2.709803e+00 2.6693991007\n",
"38415_at 1.640513e+00 1.3568422755\n",
"38416_at 2.220899e+00 2.0186149932\n",
"38417_at 2.162258e+00 1.9485700034\n",
"38418_at 3.108910e+00 3.0451937192\n",
"38419_at 1.591796e+00 1.1379880925\n",
"38420_at NaN NaN\n",
"38421_at 2.097976e+00 2.0054018680\n",
"38422_s_at 2.358425e+00 2.2597984350\n",
"38423_at 2.399958e+00 2.2315201772\n",
"38424_at 2.579004e+00 2.4996368797\n",
"38425_at 2.038463e+00 1.8146197931\n",
"38426_at 2.139857e+00 2.0545081084\n",
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"38431_at 2.380519e+00 2.2322872949\n",
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"38434_at 2.503561e+00 2.4861688064\n",
"38435_at 2.590551e+00 2.4396546056\n",
"38436_at 1.032945e+00 1.5405068788\n",
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"38442_at 2.008431e+00 2.1649125231\n",
"38443_at 2.107043e+00 1.8831411920\n",
"38444_at 1.062613e+00 0.9187772265\n",
"38445_at 2.180370e+00 2.2418593155\n",
"38446_at NaN NaN\n",
"38447_at 2.073689e+00 2.2017237677\n",
"38448_at NaN NaN\n",
"38449_at 2.577752e+00 2.4437455501\n",
"38450_at 2.526271e+00 2.4336246118\n",
"38451_at 2.612333e+00 2.5591030054\n",
"38452_at -3.619613e+00 0.1894312588\n",
"38453_at NaN 0.1544634391\n",
"38454_g_at NaN NaN\n",
"38455_at 3.016475e+00 2.9440706701\n",
"38456_s_at 3.000437e+00 2.9153786201\n",
"38457_at NaN NaN\n",
"38458_at 2.148769e+00 2.0992827609\n",
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"38461_at 4.563021e-02 -0.2782648392\n",
"38462_at 1.903326e+00 1.7191446670\n",
"38463_s_at NaN NaN\n",
"38464_at 2.330921e+00 2.2626003111\n",
"38465_at 2.085068e+00 1.9511878670\n",
"38466_at -2.297733e-01 0.0723913846\n",
"38467_at 1.977155e+00 1.9130455065\n",
"38468_at 6.587738e-01 0.9114481867\n",
"38469_at NaN NaN\n",
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"38472_at 2.037231e+00 1.9138532286\n",
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"38474_at 1.803506e+00 1.6532244030\n",
"38475_at 2.334863e+00 2.0943573926\n",
"38476_at 1.615818e+00 1.1268276201\n",
"38477_at 2.357505e+00 2.2387888625\n",
"38478_at 2.144303e+00 2.1422024079\n",
"38479_at 2.976733e+00 2.8981011778\n",
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"38481_at 2.315882e+00 2.2579345044\n",
"38482_at 2.712196e+00 2.7043416097\n",
"38483_at 2.781765e+00 2.6720186788\n",
"38484_at 4.105098e-01 0.6742290290\n",
"38485_at 2.900177e+00 2.7597215764\n",
"38486_at NaN NaN\n",
"38487_at -1.162599e+00 -0.8931610238\n",
"38488_s_at NaN NaN\n",
"38489_at -8.386665e-01 NaN\n",
"38490_r_at NaN NaN\n",
"38491_at 3.345021e-01 -2.4455450058\n",
"38492_at 8.691777e-01 -0.0680664524\n",
"38493_at NaN NaN\n",
"38494_at NaN NaN\n",
"38495_s_at NaN 1.6442697093\n",
"38496_at NaN NaN\n",
"38497_at NaN -3.9056949206\n",
"38498_at NaN NaN\n",
"38499_s_at 1.482732e+00 1.2812879912\n",
"385_at 1.026387e+00 0.7699384656\n",
"38500_at 1.373343e+00 1.8853744397\n",
"38501_s_at 2.007866e+00 1.8375853875\n",
"38502_at -2.272313e+00 NaN\n",
"38503_at 8.116497e-01 1.4444744914\n",
"38504_at NaN NaN\n",
"38505_at 1.838508e+00 1.7194132572\n",
"38506_at -1.017786e+00 NaN\n",
"38507_at 1.448176e+00 1.7600510446\n",
"38508_s_at 5.618254e-01 1.6080825544\n",
"38509_at NaN NaN\n",
"38510_at -5.886669e+00 -0.3603556643\n",
"38511_at NaN NaN\n",
"38512_r_at 2.368450e+00 2.6223301013\n",
"38513_at 1.171095e+00 1.2874155398\n",
"38514_at NaN NaN\n",
"38515_at 2.167028e+00 1.4835647679\n",
"38516_at 1.911167e+00 1.9224697525\n",
"38517_at 2.561527e+00 2.4802421643\n",
"38518_at 2.210504e+00 1.9110456234\n",
"38519_at NaN NaN\n",
"38520_r_at NaN NaN\n",
"38521_at 1.829694e+00 2.0749160866\n",
"38522_s_at NaN NaN\n",
"38523_f_at 1.554807e+00 1.6405800572\n",
"38524_at 2.233200e+00 2.1706683498\n",
"38525_at -7.197119e-01 0.6193738331\n",
"38526_at -1.658619e+00 -0.3772215977\n",
"38527_at 2.933296e+00 2.8402474532\n",
"38528_at 3.133784e-01 1.5468411816\n",
"38529_at 1.270435e+00 1.9068308349\n",
"38530_at -3.315034e-01 1.5643874953\n",
"38531_at 1.910274e+00 1.8596090480\n",
"38532_at -4.856203e-02 -5.0354988546\n",
"38533_s_at NaN NaN\n",
"38534_at NaN NaN\n",
"38535_at 1.563896e+00 1.7095175204\n",
"38536_at 3.180613e-01 NaN\n",
"38537_at 1.288255e-01 1.1606757251\n",
"38538_at 9.260754e-01 1.0717968175\n",
"38539_at 1.339606e+00 0.4443406725\n",
"38540_at NaN NaN\n",
"38541_at 1.499259e+00 1.4923442770\n",
"38542_at 3.097870e+00 3.0481465109\n",
"38543_at NaN NaN\n",
"38544_at NaN NaN\n",
"38545_at 2.385429e+00 2.1708981909\n",
"38546_at -6.614634e-01 NaN\n",
"38547_at NaN NaN\n",
"38548_at NaN NaN\n",
"38549_at NaN NaN\n",
"38550_at 6.035537e-01 NaN\n",
"38551_at 2.326105e+00 2.1912463888\n",
"38552_f_at 1.563752e+00 1.5479543205\n",
"38553_r_at 1.058199e+00 1.4530828149\n",
"38554_at 3.829588e-01 -0.4585980518\n",
"38555_at NaN NaN\n",
"38556_at 5.740914e-01 NaN\n",
"38557_at -1.404690e+00 -0.3568650318\n",
"38558_at 2.083275e+00 2.3219148868\n",
"38559_at 1.167707e+00 1.2479787956\n",
"38560_at -5.207202e-01 0.8713091559\n",
"38561_at NaN NaN\n",
"38562_g_at -2.373975e-01 NaN\n",
"38563_at 1.982811e+00 1.8675744878\n",
"38564_at 2.075919e+00 2.0423883100\n",
"38565_at NaN -0.8922796838\n",
"38566_at 1.636957e+00 1.6077965590\n",
"38567_at NaN NaN\n",
"38568_at 1.737376e+00 1.1635534374\n",
"38569_at -1.797064e+00 NaN\n",
"38570_at 1.745901e-01 1.1763357661\n",
"38571_at 1.959576e+00 1.3763681914\n",
"38572_at NaN NaN\n",
"38573_at 9.099091e-01 0.8692328398\n",
"38574_at -2.481578e-01 1.3068701370\n",
"38575_at NaN NaN\n",
"38576_at 2.394446e+00 2.2206583038\n",
"38577_at NaN NaN\n",
"38578_at NaN NaN\n",
"38579_at NaN NaN\n",
"38580_at NaN 1.0769878971\n",
"38581_at 1.239708e+00 0.8165060978\n",
"38582_at 3.904036e-01 -2.0907331628\n",
"38583_at NaN NaN\n",
"38584_at 1.864335e+00 1.8880774964\n",
"38585_at NaN NaN\n",
"38586_at NaN 0.2449442305\n",
"38587_at NaN NaN\n",
"38588_at NaN -0.4626473147\n",
"38589_i_at 2.688473e+00 2.6852493882\n",
"38590_r_at 2.854311e+00 2.8273781096\n",
"38591_at NaN NaN\n",
"38592_s_at 2.563677e+00 2.4917766960\n",
"38593_r_at NaN NaN\n",
"38594_i_at 1.805321e+00 -0.8458494474\n",
"38595_r_at 1.353248e+00 -0.3035771449\n",
"38596_i_at NaN NaN\n",
"38597_f_at 1.499303e+00 1.5503864760\n",
"38598_at NaN NaN\n",
"38599_s_at 2.343147e+00 2.0954391440\n",
"386_g_at NaN NaN\n",
"38600_r_at 5.674421e-01 NaN\n",
"38601_at NaN 0.2465959201\n",
"38602_at 8.692887e-01 1.0413979205\n",
"38603_at -1.607750e+00 NaN\n",
"38604_at 1.833018e-01 0.5704073797\n",
"38605_at 2.888941e+00 2.7399746463\n",
"38606_at NaN NaN\n",
"38607_at 1.536165e+00 1.7211949545\n",
"38608_at NaN NaN\n",
"38609_at NaN NaN\n",
"38610_s_at 2.464030e+00 2.4958294484\n",
"38611_at NaN NaN\n",
"38612_at 2.328163e+00 2.1921170951\n",
"38613_at 2.675332e+00 2.6247442624\n",
"38614_s_at 1.472727e+00 1.7914056294\n",
"38615_at NaN NaN\n",
"38616_at -2.197092e+00 NaN\n",
"38617_at 1.711188e+00 1.7229870795\n",
"38618_at 2.531593e+00 2.3820433547\n",
"38619_at NaN NaN\n",
"38620_at 2.549635e-01 1.0642423970\n",
"38621_at 2.698957e+00 2.6324372721\n",
"38622_at 2.216203e+00 2.2305362825\n",
"38623_at 1.556643e+00 1.0916557150\n",
"38624_at 1.602611e+00 1.8938739205\n",
"38625_g_at NaN NaN\n",
"38626_at 1.999021e+00 1.5098348903\n",
"38627_at 9.135568e-01 1.2876922171\n",
"38628_at 2.436290e+00 2.2799185929\n",
"38629_at 1.798800e+00 1.9357770255\n",
"38630_at 1.486373e+00 1.3991667629\n",
"38631_at 6.945562e-01 0.5730582264\n",
"38632_at NaN -3.5972556632\n",
"38633_at 2.343448e+00 2.2581155010\n",
"38634_at NaN NaN\n",
"38635_at 2.940082e+00 2.8846525918\n",
"38636_at 1.972094e+00 2.1907255836\n",
"38637_at NaN -0.0527878764\n",
"38638_at 1.112414e+00 0.8219601254\n",
"38639_at NaN NaN\n",
"38640_at 2.491105e+00 2.1610686466\n",
"38641_at 2.283784e+00 2.1795940613\n",
"38642_at 1.662097e+00 1.3310150168\n",
"38643_at -3.531877e-02 -0.9390361001\n",
"38644_at -8.005442e-01 0.4989202704\n",
"38645_at -3.144586e+00 NaN\n",
"38646_s_at 7.510618e-01 0.0451427103\n",
"38647_at 3.021236e+00 2.8962875401\n",
"38648_at 2.257468e+00 2.1522236797\n",
"38649_at 1.671809e+00 1.7836832167\n",
"38650_at 1.632859e+00 1.1613892267\n",
"38651_at 2.157946e+00 1.9405079084\n",
"38652_at 2.204827e+00 2.0677689425\n",
"38653_at 2.113412e+00 1.9567469004\n",
"38654_at 2.243795e+00 2.1953203627\n",
"38655_at 2.499399e+00 2.4759107822\n",
"38656_s_at 2.526657e+00 2.3926482274\n",
"38657_s_at 2.734022e+00 2.6867555073\n",
"38658_at NaN NaN\n",
"38659_at 1.910664e+00 1.8055933242\n",
"38660_at 1.429565e+00 1.6281597301\n",
"38661_at 2.467742e+00 2.3469499725\n",
"38662_at 2.036934e+00 1.9250953585\n",
"38663_at 3.010371e+00 2.9661669018\n",
"38664_at 2.266647e+00 2.0088130193\n",
"38665_at 2.057629e+00 1.7463313081\n",
"38666_at 1.533119e+00 1.3484608776\n",
"38667_at 2.161097e+00 1.9527462478\n",
"38668_at 1.119990e+00 0.9362737294\n",
"38669_at -6.535061e-01 NaN\n",
"38670_at 2.360653e+00 2.1790874799\n",
"38671_at 2.596868e+00 2.5391978214\n",
"38672_at 2.171547e+00 2.1642405662\n",
"38673_s_at NaN NaN\n",
"38674_at 2.219166e+00 2.0553746387\n",
"38675_at 2.537493e+00 2.4689148205\n",
"38676_at -8.010794e-01 0.3388587331\n",
"38677_at 1.367417e-01 -0.5007142884\n",
"38678_at 1.654376e+00 0.9557088185\n",
"38679_g_at 2.969310e+00 2.8874100238\n",
"38680_at 1.792988e+00 1.6151312843\n",
"38681_at 2.822703e+00 2.7445321317\n",
"38682_at 1.101366e+00 NaN\n",
"38683_s_at 1.814170e+00 1.5501326430\n",
"38684_at 9.657034e-01 -0.9398427990\n",
"38685_at 1.149107e+00 -0.9668896020\n",
"38686_at 2.505317e+00 2.4474006223\n",
"38687_at 2.185041e+00 1.9707553884\n",
"38688_at 2.483732e+00 2.3618011371\n",
"38689_at 2.330256e+00 2.1021689238\n",
"38690_at 2.084565e+00 2.0845995708\n",
"38691_s_at -6.731519e-01 -1.1034547199\n",
"38692_at 1.728812e+00 1.5939518514\n",
"38693_at 1.297904e+00 1.0696492886\n",
"38694_at 9.286733e-01 NaN\n",
"38695_at 2.349503e+00 2.3041228786\n",
"38696_at NaN NaN\n",
"38697_at 2.193049e+00 1.7018075706\n",
"38698_at 1.673561e+00 1.4193572991\n",
"38699_at NaN NaN\n",
"387_at 1.765514e+00 1.3725549025\n",
"38700_at 2.537897e+00 2.5409998224\n",
"38701_at 1.168010e+00 1.6122511119\n",
"38702_at 2.658514e+00 2.5502474725\n",
"38703_at 2.633503e+00 2.5108223510\n",
"38704_at 1.846615e+00 1.6684690771\n",
"38705_at 2.212408e+00 1.9863215449\n",
"38706_at 1.159125e+00 NaN\n",
"38707_r_at 2.522759e+00 2.6603062255\n",
"38708_at 3.136122e+00 3.0346724082\n",
"38709_at 2.287140e+00 2.0008953909\n",
"38710_at 2.760928e+00 2.7445645009\n",
"38711_at 1.484254e+00 1.2148582227\n",
"38712_at 1.559533e+00 1.1551799322\n",
"38713_at 2.146063e+00 2.1780172328\n",
"38714_at NaN NaN\n",
"38715_at -1.783827e+00 0.4840037980\n",
"38716_at 2.281770e+00 2.1550706897\n",
"38717_at 1.353838e+00 1.2403506679\n",
"38718_at 2.403774e+00 2.3560287736\n",
"38719_at 2.235065e+00 2.1132029681\n",
"38720_at 2.894340e+00 2.8204047533\n",
"38721_at 1.933292e+00 2.0524355624\n",
"38722_at 1.008534e+00 0.8645119587\n",
"38723_at 5.029964e-02 NaN\n",
"38724_at 2.309532e+00 2.3308419313\n",
"38725_s_at 2.315830e+00 2.3030644388\n",
"38726_at 2.533809e+00 2.4889978111\n",
"38727_at 1.580525e+00 0.9919239826\n",
"38728_at 2.095741e+00 2.0208254306\n",
"38729_at 2.957365e+00 2.8975429090\n",
"38730_at 2.483263e+00 2.2815507774\n",
"38731_at NaN NaN\n",
"38732_at 2.482231e+00 2.3797998933\n",
"38733_at 2.743875e+00 2.6849878110\n",
"38734_at NaN NaN\n",
"38735_at 1.774314e+00 1.5109942219\n",
"38736_at 2.391733e+00 2.2457899518\n",
"38737_at NaN NaN\n",
"38738_at 2.825956e+00 2.7775326542\n",
"38739_at -1.171840e-01 -0.1382603958\n",
"38740_at 2.341908e+00 2.2912413790\n",
"38741_at 2.268346e+00 2.2907434824\n",
"38742_s_at NaN NaN\n",
"38743_f_at 2.445621e+00 2.3873321377\n",
"38744_at 2.558546e+00 2.4387788782\n",
"38745_at 1.686635e+00 0.8998208171\n",
"38746_at NaN 1.1825829195\n",
"38747_at 8.760862e-01 1.3497601919\n",
"38748_at 1.659395e+00 1.2613773961\n",
"38749_at 1.855360e+00 1.6212439919\n",
"38750_at 2.579169e+00 2.4765275697\n",
"38751_i_at 3.167114e+00 3.0237666309\n",
"38752_r_at 3.018171e+00 2.9255956684\n",
"38753_at 2.365017e+00 2.3869191653\n",
"38754_at NaN NaN\n",
"38755_at 2.479224e+00 2.3919844163\n",
"38756_at 1.698713e+00 1.4764750623\n",
"38757_at 2.219855e+00 2.2007957422\n",
"38758_at 2.876559e+00 2.8200899470\n",
"38759_at NaN NaN\n",
"38760_f_at NaN -0.1158062134\n",
"38761_s_at 2.283928e+00 2.1359076731\n",
"38762_at 2.331788e+00 2.1640197203\n",
"38763_at 2.300832e+00 2.0801495583\n",
"38764_at 1.855043e+00 1.8878961411\n",
"38765_at 7.442194e-01 0.6490191098\n",
"38766_at 2.034174e+00 2.0056206244\n",
"38767_at NaN NaN\n",
"38768_at 1.948960e+00 1.7671545033\n",
"38769_at NaN 0.2325910103\n",
"38770_at NaN NaN\n",
"38771_at 2.584437e+00 2.6239499871\n",
"38772_at 1.019227e-01 NaN\n",
"38773_at -1.609978e+00 NaN\n",
"38774_at 1.195886e+00 1.3295470040\n",
"38775_at 8.050058e-01 -1.8047849971\n",
"38776_at -7.520541e-02 NaN\n",
"38777_at NaN NaN\n",
"38778_at 2.450812e+00 2.1939790100\n",
"38779_r_at 2.821902e+00 2.8412436364\n",
"38780_at 2.489646e+00 2.3764954202\n",
"38781_at NaN NaN\n",
"38782_at 1.562123e+00 1.3622600593\n",
"38783_at 1.960192e+00 0.3627651215\n",
"38784_g_at 2.021735e+00 0.8974262675\n",
"38785_at 1.517587e+00 1.3341383341\n",
"38786_at NaN 0.6291515577\n",
"38787_at NaN NaN\n",
"38788_at 1.527895e+00 1.0909521835\n",
"38789_at 2.750909e+00 2.7154758347\n",
"38790_at 1.712066e+00 1.3629059697\n",
"38791_at 2.937338e+00 2.8928284294\n",
"38792_at 2.087927e+00 2.0253032496\n",
"38793_at NaN NaN\n",
"38794_at 2.268139e+00 2.1911123559\n",
"38795_s_at 2.164757e+00 2.0963904312\n",
"38796_at NaN NaN\n",
"38797_at 2.078179e+00 1.9375947047\n",
"38798_s_at 2.464957e+00 2.3664665211\n",
"38799_at 2.273753e+00 2.4153744151\n",
"388_at 1.793251e+00 2.0202483869\n",
"38800_at -2.571078e-01 NaN\n",
"38801_at 2.343928e+00 2.2585470902\n",
"38802_at 2.599386e+00 2.4826920325\n",
"38803_at 3.545128e-01 0.0910608080\n",
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"38806_at NaN NaN\n",
"38807_at -6.095316e-01 NaN\n",
"38808_at 2.990989e+00 2.9041010605\n",
"38809_s_at 2.108031e+00 2.1837088874\n",
"38810_at 1.729311e+00 1.7163470676\n",
"38811_at 2.499497e+00 2.3562979466\n",
"38812_at 2.335798e+00 2.2031862837\n",
"38813_at 2.328885e+00 2.1960216366\n",
"38814_at 2.331892e+00 2.2487051596\n",
"38815_at 2.098717e+00 1.9103651916\n",
"38816_at 1.485187e+00 1.6476425554\n",
"38817_at 2.558122e+00 2.4126878223\n",
"38818_at 2.381099e+00 2.2684475888\n",
"38819_at NaN NaN\n",
"38820_at 1.855670e+00 1.9041604406\n",
"38821_at 1.817788e+00 1.3910813097\n",
"38822_at 1.494309e+00 1.6041211164\n",
"38823_s_at NaN NaN\n",
"38824_at 2.171726e+00 2.0342410300\n",
"38825_at NaN -1.3682502492\n",
"38826_at NaN NaN\n",
"38827_at 2.291799e+00 2.1093829064\n",
"38828_s_at 2.329829e+00 2.0173279879\n",
"38829_r_at 1.637620e+00 1.1577407188\n",
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"38832_r_at 2.593786e+00 2.5992753257\n",
"38833_at NaN NaN\n",
"38834_at 2.005033e+00 1.7495177661\n",
"38835_at 2.523788e+00 2.4580953932\n",
"38836_at 8.938862e-01 NaN\n",
"38837_at 1.115081e+00 0.2498253416\n",
"38838_at NaN NaN\n",
"38839_at 2.642034e+00 2.5868603489\n",
"38840_s_at 2.672440e+00 2.5396138941\n",
"38841_at 2.249569e+00 2.2124696646\n",
"38842_at 2.049104e+00 1.7090793252\n",
"38843_at 1.606275e+00 1.4315786545\n",
"38844_at 1.459336e+00 1.7928100158\n",
"38845_at 2.150555e+00 2.1164678130\n",
"38846_at 2.418711e+00 2.2372147942\n",
"38847_at 1.875417e+00 1.6351593372\n",
"38848_at 1.508708e+00 1.5187861025\n",
"38849_at 1.940982e+00 1.7672537999\n",
"38850_at 1.447233e+00 1.1861957183\n",
"38851_at 1.210887e+00 1.1856622401\n",
"38852_at NaN NaN\n",
"38853_at NaN NaN\n",
"38854_at 1.627745e+00 1.6437044062\n",
"38855_s_at 2.541631e+00 2.3734726275\n",
"38856_at -4.449310e+00 NaN\n",
"38857_r_at 4.861707e-01 0.3624867072\n",
"38858_at 1.071789e+00 1.5119849634\n",
"38859_at NaN NaN\n",
"38860_at 1.534213e+00 1.7882785096\n",
"38861_at NaN NaN\n",
"38862_at 2.724351e-01 0.3277388470\n",
"38863_at 2.146918e+00 2.2547297415\n",
"38864_at 2.105741e+00 1.6775828501\n",
"38865_at 6.696188e-01 1.3598506055\n",
"38866_at -3.705301e+00 -3.7689142677\n",
"38867_g_at NaN NaN\n",
"38868_at NaN NaN\n",
"38869_at NaN NaN\n",
"38870_at -3.072683e+00 -1.3646762131\n",
"38871_at NaN -0.6159276240\n",
"38872_at NaN NaN\n",
"38873_at NaN NaN\n",
"38874_s_at NaN NaN\n",
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"38876_at 5.756300e-01 0.2113237167\n",
"38877_s_at NaN NaN\n",
"38878_at 3.274812e-02 NaN\n",
"38879_at NaN NaN\n",
"38880_at -8.404210e-01 0.5446767705\n",
"38881_i_at 2.013584e+00 1.9032107269\n",
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"38886_i_at NaN NaN\n",
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"38888_at -1.616241e+00 -4.2769808485\n",
"38889_at NaN 0.9193061860\n",
"38890_at NaN NaN\n",
"38891_at NaN NaN\n",
"38892_at 1.138834e-01 0.8847226941\n",
"38893_at 3.565501e-01 NaN\n",
"38894_g_at -1.532202e+00 -0.7056289986\n",
"38895_i_at NaN NaN\n",
"38896_at 9.135731e-01 -0.3363060586\n",
"38897_at -4.647482e-01 -1.5710983388\n",
"38898_at -5.088733e-01 NaN\n",
"38899_s_at 1.934123e+00 1.8488253512\n",
"389_s_at NaN NaN\n",
"38900_at 1.523237e+00 1.5259195387\n",
"38901_at 2.170199e+00 2.4662561986\n",
"38902_r_at NaN NaN\n",
"38903_at 1.544886e+00 1.8618158048\n",
"38904_at NaN NaN\n",
"38905_at NaN NaN\n",
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"38907_at NaN NaN\n",
"38908_s_at 1.952841e+00 1.6577931231\n",
"38909_at -5.674609e-01 0.6350221641\n",
"38910_at NaN NaN\n",
"38911_at NaN NaN\n",
"38912_at NaN NaN\n",
"38913_at NaN 0.8207501837\n",
"38914_at NaN -1.7355947132\n",
"38915_at 8.876596e-01 1.1328978989\n",
"38916_at NaN NaN\n",
"38917_at NaN 0.1920232394\n",
"38918_at 2.094174e+00 1.8630125174\n",
"38919_at NaN 0.5401759371\n",
"38920_at 1.006164e+00 -0.4202284784\n",
"38921_at NaN 0.7985476734\n",
"38922_at 1.670513e+00 1.8081739066\n",
"38923_at 1.660817e+00 1.1309159133\n",
"38924_s_at 1.853389e+00 1.7637164539\n",
"38925_at NaN NaN\n",
"38926_at NaN NaN\n",
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"38929_at NaN NaN\n",
"38930_at 3.921173e-01 NaN\n",
"38931_at NaN NaN\n",
"38932_at 9.830092e-01 0.7072309130\n",
"38933_at 1.807604e+00 1.3482452727\n",
"38934_at NaN 0.0350641948\n",
"38935_at 1.658869e+00 1.2109383883\n",
"38936_at 1.795962e+00 2.1420029275\n",
"38937_at NaN NaN\n",
"38938_at 2.797441e-01 NaN\n",
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"38940_at 1.228875e+00 1.1626747154\n",
"38941_s_at NaN NaN\n",
"38942_r_at 1.862316e+00 1.8322993083\n",
"38943_at 1.898233e+00 1.9337342611\n",
"38944_at 1.784629e+00 1.6928406514\n",
"38945_at 1.863836e+00 1.4615545661\n",
"38946_at NaN NaN\n",
"38947_at NaN NaN\n",
"38948_at 2.081702e+00 2.0571590244\n",
"38949_at NaN -0.8782816607\n",
"38950_r_at NaN 0.7252654035\n",
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"38952_s_at NaN NaN\n",
"38953_at 1.763429e+00 1.0081694641\n",
"38954_at NaN NaN\n",
"38955_at NaN NaN\n",
"38956_at 6.512078e-01 0.6936547780\n",
"38957_at 1.581462e+00 1.4343297990\n",
"38958_at 7.744779e-01 -0.2489975800\n",
"38959_s_at NaN NaN\n",
"38960_at NaN NaN\n",
"38961_at NaN NaN\n",
"38962_at 1.681073e+00 1.7714887097\n",
"38963_i_at 1.880987e+00 2.0209568450\n",
"38964_r_at 1.885953e+00 1.9258508110\n",
"38965_at NaN NaN\n",
"38966_at 2.847816e+00 2.8347257130\n",
"38967_at 2.592380e+00 2.4831418993\n",
"38968_at 2.734456e+00 2.7092867591\n",
"38969_at 2.630300e+00 2.5532999072\n",
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"38971_r_at 2.465442e+00 2.5301953811\n",
"38972_at NaN 0.7732834773\n",
"38973_at 1.670850e+00 1.6152685182\n",
"38974_at 2.860191e+00 2.8058658214\n",
"38975_at 7.293106e-01 -1.6895734877\n",
"38976_at NaN NaN\n",
"38977_at 2.367310e+00 2.3006057972\n",
"38978_at 1.741711e+00 1.2337269950\n",
"38979_at 1.237031e+00 -1.1073648242\n",
"38980_at 1.737143e+00 0.6195987230\n",
"38981_at 2.321505e+00 2.2334228136\n",
"38982_at 2.119247e+00 2.0751903590\n",
"38983_at 1.703032e+00 0.3833207758\n",
"38984_at 1.614934e+00 1.2482346474\n",
"38985_at 1.450654e+00 1.0816843731\n",
"38986_at 2.227000e+00 2.1207710533\n",
"38987_at 1.676105e+00 1.3729850272\n",
"38988_at 2.108698e+00 2.0210873909\n",
"38989_at 1.836639e+00 1.7220440131\n",
"38990_at 2.395326e+00 2.2318952720\n",
"38991_at 2.121618e+00 2.0426433182\n",
"38992_at 2.367698e+00 2.2693918440\n",
"38993_r_at 1.570244e+00 1.6437389115\n",
"38994_at -3.360269e-01 -0.7180837219\n",
"38995_at NaN NaN\n",
"38996_at 2.366355e+00 2.4139676516\n",
"38997_at 2.867089e+00 2.7123740807\n",
"38998_g_at 2.835013e+00 2.7435117664\n",
"38999_s_at 1.839095e+00 1.7699012921\n",
"390_at NaN NaN\n",
"39000_at 1.941577e+00 1.9051042825\n",
"39001_at 1.037176e+00 -1.1232718867\n",
"39002_at 1.791044e+00 1.9241799798\n",
"39003_at 2.730920e+00 2.6588954046\n",
"39004_at 2.434689e+00 2.2916786389\n",
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"39006_r_at NaN NaN\n",
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"39008_at NaN 0.8390647909\n",
"39009_at 2.643056e+00 2.5229649358\n",
"39010_at 2.980904e+00 2.8878921799\n",
"39011_at 2.829344e+00 2.8555956892\n",
"39012_g_at 2.647266e+00 2.5708613738\n",
"39013_at 1.091954e+00 NaN\n",
"39014_at 4.810710e-02 0.6123373697\n",
"39015_f_at NaN NaN\n",
"39016_r_at -1.601720e+00 -0.1121668465\n",
"39017_at 2.002150e+00 1.9208923740\n",
"39018_at 1.932133e+00 1.5078046192\n",
"39019_at 2.827661e+00 2.7433473779\n",
"39020_at 2.977270e+00 2.8525059544\n",
"39021_at 1.001696e+00 1.1043082785\n",
"39022_at 2.274283e+00 2.1697978064\n",
"39023_at 1.995396e+00 1.8837020691\n",
"39024_at 2.074905e+00 1.9633475597\n",
"39025_at 2.834362e+00 2.6566894530\n",
"39026_r_at 1.643633e+00 1.9577313734\n",
"39027_at 2.959146e+00 2.8541780877\n",
"39028_at -1.116891e+00 0.0450315196\n",
"39029_at 2.812232e+00 2.7201355934\n",
"39030_at 2.601073e+00 2.5843073763\n",
"39031_at NaN NaN\n",
"39032_at 2.023870e+00 1.8591363678\n",
"39033_at 2.385737e+00 2.2794719281\n",
"39034_at 8.984650e-01 NaN\n",
"39035_at 1.857241e+00 1.9298155404\n",
"39036_g_at 1.729419e+00 1.7598064229\n",
"39037_at 1.280502e+00 1.1103948081\n",
"39038_at NaN NaN\n",
"39039_s_at 1.830092e+00 1.7588812110\n",
"39040_at 1.246783e+00 1.0225323525\n",
"39041_at 9.156944e-01 1.2383925420\n",
"39042_at NaN NaN\n",
"39043_at 2.691306e+00 2.6104061510\n",
"39044_s_at 2.072983e+00 1.8984617410\n",
"39045_at 2.763006e+00 2.6472242462\n",
"39046_at 2.023584e+00 1.9283066097\n",
"39047_at 2.156343e+00 1.9625638485\n",
"39048_at NaN -4.4636701048\n",
"39049_at -6.638408e-01 0.0176338337\n",
"39050_at 2.525064e+00 2.4223505354\n",
"39051_at 1.639302e+00 1.6154068114\n",
"39052_at NaN NaN\n",
"39053_at 2.292087e+00 2.1141542713\n",
"39054_at 1.100694e+00 NaN\n",
"39055_at 5.757703e-01 -0.3884108263\n",
"39056_at 2.390175e+00 2.2455297516\n",
"39057_at 2.270475e+00 2.0079528433\n",
"39058_at 2.188200e+00 2.1029439246\n",
"39059_at 2.824856e+00 2.7813206406\n",
"39060_at 2.510419e+00 2.3517808715\n",
"39061_at 2.420848e+00 2.2685075334\n",
"39062_at 2.683407e+00 2.5209782442\n",
"39063_at -9.151450e-01 NaN\n",
"39064_at 2.225973e+00 2.1438467032\n",
"39065_s_at 2.039227e+00 1.6707892899\n",
"39066_at NaN NaN\n",
"39067_at 2.698829e+00 2.5711825648\n",
"39068_at 2.157202e+00 2.1381731282\n",
"39069_at -7.454276e-01 NaN\n",
"39070_at 2.278959e+00 2.1564594812\n",
"39071_at 1.395030e+00 0.3500522204\n",
"39072_at 2.363742e+00 2.2073118277\n",
"39073_at 2.889741e+00 2.8146998230\n",
"39074_at 1.849072e+00 1.6712890774\n",
"39075_at 2.418774e+00 2.2795460846\n",
"39076_s_at 2.606016e+00 2.5207171425\n",
"39077_at 2.035354e+00 2.2500798504\n",
"39078_at 2.458490e+00 2.3520248178\n",
"39079_at 2.704281e+00 2.6911144959\n",
"39080_at 2.552118e+00 2.4272418023\n",
"39081_at 2.392714e+00 2.3778384965\n",
"39082_at 2.016885e+00 2.1615937190\n",
"39083_at 1.577122e+00 1.1448855757\n",
"39084_at NaN NaN\n",
"39085_at NaN NaN\n",
"39086_g_at 2.531069e+00 2.4826127333\n",
"39087_at -7.801339e-01 NaN\n",
"39088_at 2.879343e+00 2.7953557359\n",
"39089_at 2.704554e+00 2.6335328641\n",
"39090_at NaN NaN\n",
"39091_at 1.288006e+00 0.1943703822\n",
"39092_at 2.627847e+00 2.5583879753\n",
"39093_s_at -4.057673e+00 NaN\n",
"39094_at 1.795093e+00 1.8865111536\n",
"39095_at NaN NaN\n",
"39096_at -2.189321e-01 -0.2059823602\n",
"39097_at 2.288127e+00 2.1403886462\n",
"39098_at NaN NaN\n",
"39099_at 1.744227e+00 1.3982918839\n",
"391_at 2.023783e+00 2.3126373236\n",
"39100_at NaN NaN\n",
"39101_at NaN NaN\n",
"39102_at 1.624101e+00 1.6377393156\n",
"39103_s_at 2.342728e+00 2.3972612988\n",
"39104_at NaN NaN\n",
"39105_at 1.094149e+00 0.8683412610\n",
"39106_at 6.109925e-01 NaN\n",
"39107_at NaN NaN\n",
"39108_at 2.689991e+00 2.6283185818\n",
"39109_at 2.718465e+00 2.6036485104\n",
"39110_at 2.820314e+00 2.7606179928\n",
"39111_s_at NaN NaN\n",
"39112_at 2.518877e+00 2.4812309090\n",
"39113_at 2.099721e+00 2.0379186777\n",
"39114_at NaN -0.7260969141\n",
"39115_at 1.272287e+00 0.9777745904\n",
"39116_at 8.214142e-01 1.4560624920\n",
"39117_at 1.943305e+00 1.5298206811\n",
"39118_at 2.147907e+00 2.0266122480\n",
"39119_s_at NaN -3.5169880240\n",
"39120_at 1.381838e+00 NaN\n",
"39121_at NaN NaN\n",
"39122_at 2.889380e+00 2.8185332251\n",
"39123_s_at -6.548758e-01 0.7555273081\n",
"39124_r_at 1.453089e+00 1.8050227283\n",
"39125_at 9.226918e-01 0.9857556554\n",
"39126_at 2.182842e+00 2.1762781505\n",
"39127_f_at 2.880914e+00 2.7559790252\n",
"39128_r_at 2.894383e+00 2.8756374350\n",
"39129_at 2.469550e+00 2.2951250305\n",
"39130_at 1.891354e+00 1.7770694420\n",
"39131_at 2.084462e+00 1.8075302552\n",
"39132_at 1.346106e+00 1.1297229667\n",
"39133_at 2.242301e+00 2.1271314283\n",
"39134_at 3.232355e-01 -1.6004622033\n",
"39135_at 1.395640e+00 -0.1250746521\n",
"39136_at 2.096623e+00 2.0109922155\n",
"39137_at 1.956929e+00 2.1406674325\n",
"39138_g_at 1.329464e+00 0.8660152142\n",
"39139_at 2.728965e+00 2.6329203924\n",
"39140_at -1.338683e+00 0.4221272867\n",
"39141_at 2.233631e+00 2.1053792327\n",
"39142_at 8.168382e-01 1.4321737463\n",
"39143_at NaN -0.9783391351\n",
"39144_at NaN NaN\n",
"39145_at NaN NaN\n",
"39146_at -7.472115e-01 -0.6694735140\n",
"39147_g_at 2.213847e+00 2.0535084499\n",
"39148_s_at NaN NaN\n",
"39149_at 2.227310e+00 1.9692877540\n",
"39150_at 1.963830e+00 1.7814000792\n",
"39151_at -1.234226e+00 NaN\n",
"39152_f_at 2.239196e+00 2.0245809608\n",
"39153_r_at 1.397823e+00 1.0023013082\n",
"39154_at 1.465828e+00 1.7609280024\n",
"39155_at 2.518262e+00 2.3294503092\n",
"39156_at NaN -2.0372446299\n",
"39157_at 1.579405e+00 1.6783058478\n",
"39158_at 2.320265e+00 2.1592562408\n",
"39159_at 1.831458e+00 1.4518734333\n",
"39160_at 2.163500e+00 2.0529766258\n",
"39161_at NaN -0.1524667984\n",
"39162_at 1.747838e+00 1.1205262447\n",
"39163_at 2.241488e+00 2.1565418209\n",
"39164_at 1.974169e+00 1.8583784872\n",
"39165_at 2.502483e+00 2.3306498579\n",
"39166_s_at 2.814024e+00 2.7881140578\n",
"39167_r_at 2.169167e+00 2.1954945198\n",
"39168_at 2.338607e+00 2.3947511298\n",
"39169_at 2.316222e+00 2.2065148218\n",
"39170_at 1.931469e+00 1.7969839620\n",
"39171_at 1.261782e+00 0.5289501677\n",
"39172_at 1.000590e+00 NaN\n",
"39173_at 2.833127e+00 2.7403120910\n",
"39174_at 2.283171e+00 2.2149243920\n",
"39175_at 2.631057e+00 2.5034990053\n",
"39176_f_at NaN NaN\n",
"39177_r_at NaN NaN\n",
"39178_at NaN NaN\n",
"39179_at 1.072181e+00 1.2023950998\n",
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"39181_at 1.173818e+00 1.0960390228\n",
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"39197_s_at 6.092866e-01 NaN\n",
"39198_s_at NaN 0.5764511571\n",
"39199_at NaN -0.6264461285\n",
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"39202_at -1.984089e+00 NaN\n",
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"39205_at -1.619814e+00 0.8237427617\n",
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"39211_at 1.577701e+00 NaN\n",
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"39218_at 2.097932e-01 NaN\n",
"39219_at 1.831712e+00 1.6655989824\n",
"39220_at 6.260732e-01 -2.7100281170\n",
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"39223_at 7.895688e-02 NaN\n",
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"39228_at 1.390609e+00 0.2011066684\n",
"39229_at 1.439917e+00 1.2271909660\n",
"39230_at 2.097247e+00 1.9666700134\n",
"39231_at 1.804758e+00 1.8233540117\n",
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"39233_at NaN NaN\n",
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"39235_at 1.805136e+00 0.9040349650\n",
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"39237_at 1.391216e+00 1.1480849889\n",
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"39239_at 9.256193e-02 -0.4167542794\n",
"39240_at -3.943165e-01 NaN\n",
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"39243_s_at 2.221588e+00 2.0012493079\n",
"39244_at 1.768191e+00 1.4968523861\n",
"39245_at 1.810197e+00 1.8816700533\n",
"39246_at 8.794031e-01 0.7767957593\n",
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"39248_at 1.657655e+00 1.4805839777\n",
"39249_at NaN NaN\n",
"39250_at 6.528556e-01 NaN\n",
"39251_at 9.157617e-01 1.3013611870\n",
"39252_at 1.043604e+00 1.3902367441\n",
"39253_s_at 2.112787e+00 1.8326686379\n",
"39254_at NaN NaN\n",
"39255_at 1.056769e+00 -0.7242338882\n",
"39256_at -8.652726e-01 NaN\n",
"39257_at NaN NaN\n",
"39258_at 1.859740e+00 1.4611399437\n",
"39259_at NaN NaN\n",
"39260_at -1.745557e-01 NaN\n",
"39261_at 1.381516e+00 NaN\n",
"39262_at 2.655502e+00 2.5404443363\n",
"39263_at 9.123522e-01 0.7895730021\n",
"39264_at -5.608829e-01 -1.3865296198\n",
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"39266_at NaN NaN\n",
"39267_at 1.219912e+00 1.4093752122\n",
"39268_at NaN NaN\n",
"39269_at 1.814293e+00 1.7797212128\n",
"39270_at NaN -1.1700961783\n",
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"39273_at -2.304647e+00 NaN\n",
"39274_at 2.528124e+00 2.5111868305\n",
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"39277_at -1.526600e+00 NaN\n",
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"39279_at NaN NaN\n",
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"39281_at 7.619668e-01 0.7592922942\n",
"39282_at NaN NaN\n",
"39283_at 9.351769e-01 1.1755952641\n",
"39284_at 1.058743e+00 0.7957172138\n",
"39285_at 2.828531e-01 1.2618916883\n",
"39286_at 2.205227e+00 1.7333000904\n",
"39287_at NaN 0.0131456809\n",
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"39289_at NaN 1.1124037376\n",
"39290_f_at 1.529959e+00 1.8034902501\n",
"39291_at -2.094189e-01 NaN\n",
"39292_r_at 7.781653e-01 -0.0839397312\n",
"39293_at 1.314200e+00 1.4813194624\n",
"39294_at 8.605956e-01 -0.7455179629\n",
"39295_s_at NaN NaN\n",
"39296_at 1.485402e+00 1.6076439284\n",
"39297_at NaN NaN\n",
"39298_at NaN NaN\n",
"39299_at NaN NaN\n",
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"39300_at -1.369301e+00 NaN\n",
"39301_at NaN 0.3441595917\n",
"39302_at -3.764818e+00 NaN\n",
"39303_at -1.126706e-01 -1.5335570515\n",
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"39305_at NaN NaN\n",
"39306_at 1.671788e+00 1.6770335430\n",
"39307_s_at 2.063571e+00 1.8847097387\n",
"39308_r_at 1.460462e+00 1.0885620441\n",
"39309_at -7.667694e+00 0.1105293854\n",
"39310_at -5.070759e-02 -2.4421261330\n",
"39311_at NaN NaN\n",
"39312_r_at -1.870931e+00 NaN\n",
"39313_at 3.890788e-01 -0.3088126202\n",
"39314_at 1.754216e+00 1.0505848422\n",
"39315_at 8.018622e-01 0.8852742486\n",
"39316_at -3.927834e-01 1.1530009005\n",
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"39321_at NaN NaN\n",
"39322_at 1.925399e+00 1.1354004956\n",
"39323_at 2.014962e+00 1.7421342804\n",
"39324_at -9.450332e-01 NaN\n",
"39325_at NaN NaN\n",
"39326_at 9.118589e-01 -1.2481866216\n",
"39327_at 2.362325e+00 2.4017218496\n",
"39328_at 1.817365e+00 1.6330789130\n",
"39329_at 2.508842e+00 2.2289361599\n",
"39330_s_at 2.592566e+00 2.5442185589\n",
"39331_at 2.204914e+00 2.0742733442\n",
"39332_at 1.621176e+00 1.9681306230\n",
"39333_at -8.435470e-01 -0.1742870202\n",
"39334_s_at -2.711353e-02 1.4019204411\n",
"39335_at 1.954128e+00 2.1030448284\n",
"39336_at 2.931731e+00 2.8412295934\n",
"39337_at 2.687960e+00 2.6236039991\n",
"39338_at 2.858447e+00 2.7930383905\n",
"39339_at 1.950879e+00 1.8452959183\n",
"39340_at 2.497796e+00 2.2214830552\n",
"39341_at 2.791453e+00 2.7074901183\n",
"39342_at 2.367636e+00 2.3202295720\n",
"39343_at 2.046120e+00 2.0906694093\n",
"39344_at 1.897175e+00 1.6942610717\n",
"39345_at 2.580557e+00 2.4891074877\n",
"39346_at 2.579428e+00 2.4723172576\n",
"39347_at 2.820220e+00 2.7295890434\n",
"39348_at 2.397714e+00 2.1228775985\n",
"39349_at NaN NaN\n",
"39350_at 1.443804e+00 0.9971295800\n",
"39351_at 2.070632e+00 1.7918009007\n",
"39352_at -5.608380e-01 NaN\n",
"39353_at 2.645534e+00 2.5804212941\n",
"39354_at 2.344911e+00 2.1721323275\n",
"39355_at 8.578224e-01 0.1772373777\n",
"39356_at 9.730830e-01 0.8595883142\n",
"39357_at 2.140057e+00 1.8682673424\n",
"39358_at 2.590532e+00 2.4809608268\n",
"39359_s_at NaN NaN\n",
"39360_at 2.513559e+00 2.5418618638\n",
"39361_f_at NaN NaN\n",
"39362_r_at -7.062563e-02 NaN\n",
"39363_at 2.698922e+00 2.6021362215\n",
"39364_s_at -5.807816e-02 0.3952010088\n",
"39365_i_at -1.733093e+00 NaN\n",
"39366_at 1.291604e+00 1.3183366921\n",
"39367_at 2.429938e+00 2.2538942116\n",
"39368_at 2.077192e+00 1.9537719592\n",
"39369_at 1.960458e+00 1.8656551088\n",
"39370_at 2.519578e+00 2.3832761073\n",
"39371_at 6.608887e-02 -0.1290546263\n",
"39372_at 2.633906e+00 2.5037778808\n",
"39373_at 2.103368e+00 1.8979820433\n",
"39374_at 1.774815e+00 1.4897286456\n",
"39375_g_at 1.655112e+00 1.8038620606\n",
"39376_at 2.499951e+00 2.4178193817\n",
"39377_at 1.658748e+00 1.1635635003\n",
"39378_at 2.503263e+00 2.3793003545\n",
"39379_at 1.953915e+00 1.7213199537\n",
"39380_at 1.678711e+00 1.6942792662\n",
"39381_at 2.006906e+00 1.8229947924\n",
"39382_at -4.412545e-01 NaN\n",
"39383_at 2.142650e+00 2.2125533942\n",
"39384_at NaN NaN\n",
"39385_at NaN NaN\n",
"39386_at 2.153437e+00 1.9825269558\n",
"39387_at 1.317717e+00 0.4148748392\n",
"39388_at 1.695454e+00 1.6061659824\n",
"39389_at 2.263189e+00 2.1139021789\n",
"39390_at 1.482137e+00 1.2908803861\n",
"39391_at 2.079399e+00 2.0740104102\n",
"39392_at 1.794427e+00 1.5385170815\n",
"39393_r_at NaN -3.6600934729\n",
"39394_at 7.560762e-01 1.4315075296\n",
"39395_at -9.961085e-01 NaN\n",
"39396_at 2.041257e+00 2.0206630366\n",
"39397_at 2.030411e+00 1.9429889065\n",
"39398_s_at 2.423362e+00 2.2583702232\n",
"39399_at 1.509438e+00 1.3317574761\n",
"394_at 1.356140e+00 1.0680109298\n",
"39400_at 2.109314e+00 2.0871793319\n",
"39401_at 2.648550e+00 2.6116460406\n",
"39402_at 5.591902e-01 1.2307076300\n",
"39403_at 1.653818e+00 1.3059656388\n",
"39404_s_at 2.468381e+00 2.3583258561\n",
"39405_at 1.789886e+00 1.5430197007\n",
"39406_at 2.062173e+00 2.0651676232\n",
"39407_at NaN NaN\n",
"39408_at 1.593149e+00 1.6029659724\n",
"39409_at NaN 0.2655233517\n",
"39410_at 1.329238e+00 0.8408160854\n",
"39411_at 1.898538e+00 1.7495508501\n",
"39412_at 2.517473e+00 2.4536084853\n",
"39413_at NaN NaN\n",
"39414_at NaN NaN\n",
"39415_at 2.766044e+00 2.6025735363\n",
"39416_at 2.694537e+00 2.5969605796\n",
"39417_at 1.967400e+00 1.6350499774\n",
"39418_at 2.590189e+00 2.4992596991\n",
"39419_at 1.531362e+00 1.2875847703\n",
"39420_at 1.913618e+00 1.2948942634\n",
"39421_at 1.676688e+00 0.4699471591\n",
"39422_at NaN -1.4367747288\n",
"39423_f_at 2.494065e+00 2.1684064265\n",
"39424_at -3.639279e+00 -1.0251174167\n",
"39425_at 2.345979e+00 2.2026086072\n",
"39426_at 1.789921e+00 1.6118222739\n",
"39427_at 2.834366e+00 2.7130284192\n",
"39428_at 1.055758e+00 0.9682374473\n",
"39429_at 2.000470e+00 1.9865220884\n",
"39430_at -2.605576e-01 -3.6415460139\n",
"39431_at 2.146495e+00 2.0914060362\n",
"39432_at 1.696895e+00 1.1865018199\n",
"39433_at NaN NaN\n",
"39434_at 1.562100e+00 1.1557388957\n",
"39435_at 2.309733e+00 2.2962830140\n",
"39436_at 2.183652e+00 1.9675447272\n",
"39437_at 2.555408e+00 2.4151171883\n",
"39438_at 1.005966e+00 1.0426179390\n",
"39439_at 1.006275e+00 1.2320618291\n",
"39440_f_at -3.381781e-01 0.3787076124\n",
"39441_at 2.149038e+00 2.0530897881\n",
"39442_at 1.681371e+00 1.4885970623\n",
"39443_s_at 2.625573e+00 2.5036709105\n",
"39444_at 1.111476e+00 1.4087468790\n",
"39445_at 2.149502e+00 2.1417864721\n",
"39446_s_at NaN 0.7967187350\n",
"39447_f_at -2.390681e+00 1.7586526020\n",
"39448_r_at 8.418740e-01 1.7185175380\n",
"39449_at NaN -0.2329596236\n",
"39450_s_at 1.454340e+00 1.4490248053\n",
"39451_i_at 1.491180e+00 1.7951573707\n",
"39452_s_at -1.202487e+00 -0.7782922751\n",
"39453_at 5.824583e-02 1.3394029492\n",
"39454_f_at NaN NaN\n",
"39455_r_at NaN NaN\n",
"39456_at -5.239490e-01 -0.0823254800\n",
"39457_r_at NaN 0.1329984467\n",
"39458_s_at NaN NaN\n",
"39459_at 1.457809e+00 2.0464410919\n",
"39460_g_at -5.828430e-01 -3.8265115753\n",
"39461_s_at -3.912974e+00 NaN\n",
"39462_s_at 9.157115e-02 -3.2627401661\n",
"39463_at NaN NaN\n",
"39464_at 6.506751e-01 1.3491681039\n",
"39465_f_at NaN NaN\n",
"39466_s_at NaN NaN\n",
"39467_f_at NaN NaN\n",
"39468_r_at 1.834877e+00 1.9440692340\n",
"39469_s_at 1.154367e-01 0.2782623008\n",
"39470_at NaN NaN\n",
"39471_at 2.152671e+00 2.1912203541\n",
"39472_s_at 1.045743e+00 0.3795578117\n",
"39473_r_at 2.341159e+00 2.5099793846\n",
"39474_s_at 1.637462e+00 1.8536597743\n",
"39475_at NaN NaN\n",
"39476_at NaN -0.4022418325\n",
"39477_s_at -1.221155e+00 0.5060905233\n",
"39478_at NaN NaN\n",
"39479_g_at NaN NaN\n",
"39480_s_at NaN NaN\n",
"39481_at -2.933999e+00 NaN\n",
"39482_at 8.740083e-01 1.3020707284\n",
"39483_s_at NaN NaN\n",
"39484_at 9.324143e-01 1.4319043006\n",
"39485_g_at 6.380045e-01 0.3241559210\n",
"39486_s_at -3.217223e+00 0.4645721844\n",
"39487_at NaN NaN\n",
"39488_at -1.077316e+00 NaN\n",
"39489_g_at 1.538477e-01 -0.1515519184\n",
"39490_f_at 1.620849e+00 1.8351404678\n",
"39491_s_at NaN NaN\n",
"39492_at NaN NaN\n",
"39493_at NaN NaN\n",
"39494_at NaN NaN\n",
"39495_at NaN NaN\n",
"39496_s_at -1.386010e+00 NaN\n",
"39497_at NaN NaN\n",
"39498_at NaN NaN\n",
"39499_s_at 1.277382e+00 1.1775571473\n",
"395_at NaN -2.1913315548\n",
"39500_s_at 1.382014e+00 1.2813148192\n",
"39501_f_at NaN NaN\n",
"39502_at NaN NaN\n",
"39503_s_at 1.738230e+00 1.5958299120\n",
"39504_at -1.470629e+00 0.3285005745\n",
"39505_at NaN NaN\n",
"39506_at NaN NaN\n",
"39507_at 2.076830e+00 1.8346623926\n",
"39508_at -8.463448e+00 NaN\n",
"39509_at 1.062651e+00 0.3780226164\n",
"39510_r_at 1.288547e-01 -0.0728025118\n",
"39511_at -3.761239e-01 0.5845578116\n",
"39512_s_at 7.975046e-01 1.5462119654\n",
"39513_r_at NaN 0.4519957775\n",
"39514_s_at NaN NaN\n",
"39515_s_at NaN NaN\n",
"39516_at 2.160366e+00 2.0240921153\n",
"39517_at 2.219983e+00 2.1378230919\n",
"39518_at 1.559211e+00 1.5331824606\n",
"39519_at 1.013777e+00 0.9272175960\n",
"39520_at 1.281021e+00 1.4168908709\n",
"39521_at NaN NaN\n",
"39522_at 7.826030e-01 0.9700717609\n",
"39523_at 4.877860e-01 2.2220659672\n",
"39524_at 9.807245e-02 NaN\n",
"39525_at 7.025233e-01 1.3109563432\n",
"39526_at NaN 0.6074840173\n",
"39527_at 1.636361e+00 1.8571947663\n",
"39528_at NaN NaN\n",
"39529_at NaN NaN\n",
"39530_at 2.132797e+00 2.1373965832\n",
"39531_at NaN NaN\n",
"39532_at 5.479687e-01 -0.4506227130\n",
"39533_at 1.454489e+00 1.5546006734\n",
"39534_at 9.223183e-01 1.4723866504\n",
"39535_at NaN NaN\n",
"39536_at NaN NaN\n",
"39537_at 2.105376e+00 2.5328104424\n",
"39538_at NaN NaN\n",
"39539_at 1.101945e+00 1.7457599099\n",
"39540_at 2.317989e+00 2.0212761913\n",
"39541_at 3.858135e-01 0.8668665917\n",
"39542_at 2.314928e+00 2.2145751646\n",
"39543_at NaN 0.5368859751\n",
"39544_at -2.841949e-01 0.8229915318\n",
"39545_at 9.083010e-01 0.2141007293\n",
"39546_s_at 1.457584e+00 -0.9786249078\n",
"39547_at 1.645262e+00 1.5948672624\n",
"39548_at -1.139652e-01 NaN\n",
"39549_at -5.308576e-01 NaN\n",
"39550_at 4.102488e-01 -0.1072281422\n",
"39551_at 1.926250e+00 1.8971098457\n",
"39552_at 8.143733e-01 1.0014294688\n",
"39553_at NaN NaN\n",
"39554_at 1.010485e+00 1.1090230892\n",
"39555_at -2.529093e-01 0.4391052273\n",
"39556_at 1.735806e+00 1.5619888968\n",
"39557_at 1.274580e+00 0.6978451044\n",
"39558_s_at NaN NaN\n",
"39559_at NaN NaN\n",
"39560_at 1.220165e+00 1.7418260910\n",
"39561_at 2.466276e+00 2.3941598202\n",
"39562_at 1.441719e+00 1.3720383318\n",
"39563_at NaN NaN\n",
"39564_s_at NaN NaN\n",
"39565_at 1.570010e+00 1.7243468926\n",
"39566_at NaN NaN\n",
"39567_at 1.558843e+00 1.2051350119\n",
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"39584_at 2.925246e-01 0.7404558562\n",
"39585_at 1.082794e+00 NaN\n",
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"39607_at 1.911472e+00 1.7735540219\n",
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"39612_at 2.051496e-01 -2.4604034065\n",
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"39621_at 1.199651e+00 0.3318638272\n",
"39622_at -4.286999e-01 NaN\n",
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"39624_at 1.408124e+00 1.5653819962\n",
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"39633_at -2.079832e+00 -2.7147212224\n",
"39634_at 3.770509e-01 -0.5391893781\n",
"39635_at -2.412606e-02 -2.3085890412\n",
"39636_at -2.369205e+00 NaN\n",
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"39638_at 2.341362e+00 2.1903514338\n",
"39639_s_at 1.103757e+00 1.3458134280\n",
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"39641_at -9.260749e-02 NaN\n",
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"39649_at -4.334446e-01 -0.4927073707\n",
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"39657_at 1.847166e+00 1.9987776288\n",
"39658_at 1.499184e+00 1.3876828901\n",
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"39667_at 2.193025e-01 1.5284264483\n",
"39668_at -1.984797e+00 NaN\n",
"39669_at 2.458912e+00 2.2947192669\n",
"39670_at -7.839292e-01 0.7256564088\n",
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"39675_at -2.407280e+00 NaN\n",
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"39677_at 2.351077e+00 2.1959561121\n",
"39678_at 7.152982e-01 NaN\n",
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"39683_at 7.958227e-01 1.0581291976\n",
"39684_at 1.177497e+00 0.6229806479\n",
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"39689_at 2.426763e+00 2.3797216908\n",
"39690_at NaN NaN\n",
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"39692_at 1.508355e+00 1.5137789769\n",
"39693_at 2.442762e+00 2.3352765668\n",
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"39695_at 1.423108e+00 0.6436082220\n",
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"39697_at 9.167520e-01 1.2531487366\n",
"39698_at NaN NaN\n",
"39699_at 1.588515e+00 1.2738624628\n",
"39700_at 2.514774e+00 2.5094277362\n",
"39701_at -5.304788e+00 NaN\n",
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"39716_at NaN NaN\n",
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"39719_at 8.989595e-01 NaN\n",
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"39722_at 2.750369e+00 2.6616531315\n",
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"39725_at 1.697733e+00 1.4179271542\n",
"39726_at NaN NaN\n",
"39727_at 2.109639e+00 1.8353968630\n",
"39728_at 2.908809e+00 2.8169630827\n",
"39729_at 2.985156e+00 2.8341889919\n",
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"39734_at 1.208137e+00 0.6052536613\n",
"39735_at 1.594256e+00 -0.0003469721\n",
"39736_at NaN NaN\n",
"39737_at 7.277444e-01 0.7760185921\n",
"39738_at 2.512874e+00 2.4432056250\n",
"39739_at 3.023482e+00 2.9428526343\n",
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"39743_at 1.524383e+00 1.1801363665\n",
"39744_at 2.191058e+00 1.9764840409\n",
"39745_at 7.956242e-01 NaN\n",
"39746_at 2.015971e+00 1.7141168709\n",
"39747_at 2.585478e+00 2.4562641116\n",
"39748_at 2.273885e+00 2.0557411448\n",
"39749_at 2.723601e+00 2.5803080044\n",
"39750_at 1.186170e+00 1.1250371677\n",
"39751_at 1.782845e+00 1.6154619762\n",
"39752_at 1.437282e+00 NaN\n",
"39753_at NaN NaN\n",
"39754_at 2.498932e+00 2.2999269795\n",
"39755_at 3.037205e+00 3.0260590658\n",
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"39757_at NaN NaN\n",
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"39759_at 6.659999e-01 1.0125906074\n",
"39760_at NaN NaN\n",
"39761_at 1.897036e+00 1.7698034965\n",
"39762_at 1.155945e+00 0.5838240794\n",
"39763_at NaN NaN\n",
"39764_at 4.256644e-01 1.0192689250\n",
"39765_at 1.725705e+00 1.9516203784\n",
"39766_r_at 1.602185e+00 1.6789437198\n",
"39767_at 2.542353e+00 2.3788353015\n",
"39768_at NaN NaN\n",
"39769_at NaN NaN\n",
"39770_at 2.455845e+00 2.2752886414\n",
"39771_at 1.428859e+00 1.0956432744\n",
"39772_at 1.912155e+00 1.6287550253\n",
"39773_at 2.200933e+00 2.0084945558\n",
"39774_at 2.317645e+00 2.2626858542\n",
"39775_at 9.795252e-01 1.0416365683\n",
"39776_at NaN NaN\n",
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"39778_at 2.233305e+00 2.2118941529\n",
"39779_at 1.743160e+00 1.6406472420\n",
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"39783_at 2.396348e+00 2.2402458122\n",
"39784_at 1.938771e+00 1.7775459465\n",
"39785_at 1.124238e+00 -0.2471020504\n",
"39786_at NaN NaN\n",
"39787_at 1.828368e+00 1.2952050968\n",
"39788_at 2.269011e+00 2.2307124199\n",
"39789_at -1.954609e+00 -3.6295397116\n",
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"39791_at 2.212932e+00 2.1105740990\n",
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"39793_at 1.797927e+00 1.5652958607\n",
"39794_at 1.627611e+00 1.6565635785\n",
"39795_at 2.984108e+00 2.8983934500\n",
"39796_at 1.749075e+00 0.8790365784\n",
"39797_at 1.097006e+00 1.2378085449\n",
"39798_at 3.020178e+00 2.9405934836\n",
"39799_at 1.493676e+00 1.1136549587\n",
"398_at 2.061549e+00 2.1616844870\n",
"39800_s_at 2.731032e+00 2.6545318112\n",
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"39802_at 1.249338e+00 0.9734016293\n",
"39803_s_at 2.210136e+00 2.2364336556\n",
"39804_at NaN NaN\n",
"39805_at 1.772005e+00 0.8999597835\n",
"39806_at 8.862391e-01 0.9547424799\n",
"39807_at NaN NaN\n",
"39808_at NaN NaN\n",
"39809_at 2.025839e+00 2.0040061906\n",
"39810_at 1.810376e+00 2.0947474349\n",
"39811_at 2.529276e+00 2.4558230626\n",
"39812_at 2.459178e+00 2.3903038740\n",
"39813_s_at -4.962919e+00 NaN\n",
"39814_s_at 2.321081e+00 2.2111169760\n",
"39815_at -1.145738e-01 -0.1594774061\n",
"39816_g_at 8.283100e-01 0.9828631014\n",
"39817_s_at 2.721312e+00 2.6576071323\n",
"39818_at 1.810717e+00 1.1445306646\n",
"39819_at NaN NaN\n",
"39820_at NaN NaN\n",
"39821_s_at 1.619912e+00 1.7411710262\n",
"39822_s_at 1.941385e+00 1.7676190330\n",
"39823_at 1.874068e+00 1.3738601776\n",
"39824_at 8.256945e-01 1.2404032336\n",
"39825_at 2.521816e+00 2.4070477854\n",
"39826_f_at 3.373838e-01 -0.1418028427\n",
"39827_at 1.690256e+00 1.1535248631\n",
"39828_at -5.104801e-01 0.7755652123\n",
"39829_at NaN 0.8905164578\n",
"39830_at 3.117844e+00 3.0378142750\n",
"39831_at 1.322307e+00 0.7962354798\n",
"39832_at 2.656746e+00 2.5820150899\n",
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"39834_at 6.133530e-01 0.4182457414\n",
"39835_at 1.885417e+00 1.8551772397\n",
"39836_at NaN 0.8645120655\n",
"39837_s_at 2.162902e+00 1.9557456830\n",
"39838_at 1.827887e+00 1.9512748077\n",
"39839_at 2.198428e+00 2.0310392516\n",
"39840_at 1.378480e+00 1.4091208614\n",
"39841_at 1.580275e+00 1.2227090209\n",
"39842_at 4.319576e-01 NaN\n",
"39843_at 5.409456e-03 0.2541208130\n",
"39844_at 1.822508e+00 1.7677501811\n",
"39845_at 2.073447e+00 2.0427721636\n",
"39846_at 9.825376e-01 NaN\n",
"39847_at 1.118292e+00 1.2126655992\n",
"39848_at NaN NaN\n",
"39849_at NaN 0.6683853010\n",
"39850_at NaN NaN\n",
"39851_at -6.274642e-01 NaN\n",
"39852_at 3.616045e-01 -0.0020230483\n",
"39853_at NaN NaN\n",
"39854_r_at 1.804070e+00 1.3063524527\n",
"39855_at 2.086384e+00 2.2717684521\n",
"39856_at 3.003895e+00 2.9259029224\n",
"39857_at NaN 0.4034807699\n",
"39858_s_at 8.858474e-01 0.7183045411\n",
"39859_r_at 5.472992e-01 -1.0877359419\n",
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"39861_at 2.758580e+00 2.6283123342\n",
"39862_at 1.489826e+00 1.5367952044\n",
"39863_at 1.447528e+00 1.2890648980\n",
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"39866_at 2.874714e+00 2.8030821882\n",
"39867_at 2.943162e+00 2.8643475971\n",
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"39869_at 6.549515e-01 1.1689516113\n",
"39870_at -2.717219e+00 0.7584630190\n",
"39871_at NaN NaN\n",
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"39873_at 7.012978e-01 0.4920601116\n",
"39874_at NaN NaN\n",
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"39884_g_at 1.194154e+00 1.1596677928\n",
"39885_at 1.101966e+00 1.4558455768\n",
"39886_at NaN -0.2653691143\n",
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"39888_at -4.986013e-01 0.6300783637\n",
"39889_at -5.374853e-02 -0.3619806701\n",
"39890_at NaN NaN\n",
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"39898_at NaN NaN\n",
"39899_at 1.818170e+00 1.9588207134\n",
"399_at 2.037700e+00 2.0905274100\n",
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"39902_at -2.869323e-01 NaN\n",
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"39905_i_at -1.978665e+00 NaN\n",
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"39941_at NaN -1.2424518126\n",
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"39943_at 1.402030e+00 NaN\n",
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"39949_at 1.447146e+00 1.2589279256\n",
"39950_at -3.503962e+00 NaN\n",
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"40082_at -2.034351e+00 NaN\n",
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"40087_at 1.620262e+00 0.9374773532\n",
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"401_s_at NaN NaN\n",
"40100_at 1.896316e+00 2.0487537329\n",
"40101_g_at -1.587332e+00 NaN\n",
"40102_at 1.008774e+00 -2.0775118914\n",
"40103_at 2.618070e+00 2.5151255725\n",
"40104_at 2.359705e+00 2.1824638688\n",
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"40114_at 9.519152e-01 NaN\n",
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"40116_at 2.651256e+00 2.5988906687\n",
"40117_at 2.757898e+00 2.6901208535\n",
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"40119_at 1.379262e+00 1.3330125969\n",
"40120_at 2.345544e+00 2.1915746010\n",
"40121_at NaN -1.9773348613\n",
"40122_at 2.582893e+00 2.4370668964\n",
"40123_at 2.128482e+00 1.8877733393\n",
"40124_at 2.214774e+00 1.8537442716\n",
"40125_at 2.894819e+00 2.8196919059\n",
"40126_at NaN NaN\n",
"40127_at 2.393968e+00 2.3841792270\n",
"40128_at 1.890562e+00 1.5797074183\n",
"40129_at 2.410502e+00 2.2850487926\n",
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"40135_at -5.965534e-01 -1.1188903871\n",
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"40139_at 2.002182e+00 1.7991415621\n",
"40140_at 2.028131e+00 2.1376646489\n",
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"40142_at 6.745472e-01 -0.5317787325\n",
"40143_at 2.086262e+00 1.8400610969\n",
"40144_at NaN NaN\n",
"40145_at 2.306523e+00 2.1643625708\n",
"40146_at 2.348057e+00 2.1813663299\n",
"40147_at 2.520218e+00 2.3845678638\n",
"40148_at 1.967805e+00 2.0338238360\n",
"40149_at 1.941758e+00 1.9207173241\n",
"40150_at 1.735978e+00 1.7147480552\n",
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"40153_at 1.773390e+00 1.5490053194\n",
"40154_at 1.591297e+00 1.5446474074\n",
"40155_at 2.580947e-01 NaN\n",
"40156_at NaN NaN\n",
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"40158_r_at 1.817958e-01 -1.3966086003\n",
"40159_r_at NaN NaN\n",
"40160_at 2.373669e+00 2.2732837482\n",
"40161_at -2.519223e+00 0.4984455118\n",
"40162_s_at -2.448034e+00 -1.5354496608\n",
"40163_r_at NaN 1.6188107266\n",
"40164_at 2.916791e+00 2.9083145197\n",
"40165_at 1.964584e+00 1.8761379087\n",
"40166_at NaN -0.3157933478\n",
"40167_s_at 2.002366e+00 1.8375279211\n",
"40168_at NaN NaN\n",
"40169_at 2.215511e+00 2.1719886920\n",
"40170_at 5.870001e-01 0.4070617307\n",
"40171_at 1.852001e+00 1.6725970870\n",
"40172_g_at NaN NaN\n",
"40173_at NaN NaN\n",
"40174_at -1.200207e+00 -1.5842884170\n",
"40175_at 1.476653e+00 1.4469671804\n",
"40176_at 2.136240e+00 2.2051728855\n",
"40177_at NaN NaN\n",
"40178_at 1.593847e-01 0.8924292125\n",
"40179_at NaN NaN\n",
"40180_at -1.634382e+00 -4.6803791248\n",
"40181_f_at -1.907848e+00 NaN\n",
"40182_s_at 2.512860e+00 2.3826002611\n",
"40183_at 2.407566e+00 2.2638645572\n",
"40184_at 2.282495e+00 2.0443907042\n",
"40185_at NaN 0.3315299290\n",
"40186_at 1.565804e+00 1.6456280166\n",
"40187_at 2.640989e-01 NaN\n",
"40188_f_at NaN NaN\n",
"40189_at 2.745130e+00 2.6354995034\n",
"40190_at 6.353199e-01 0.1996164765\n",
"40191_s_at 1.647423e+00 1.2290277118\n",
"40192_at NaN NaN\n",
"40193_at 2.179144e+00 2.0373395127\n",
"40194_at 1.023935e+00 0.6966794439\n",
"40195_at 2.921961e+00 2.8516523786\n",
"40196_at 1.248333e+00 NaN\n",
"40197_at NaN NaN\n",
"40198_at 2.588333e+00 2.4357929104\n",
"40199_at 6.548248e-01 1.7418005084\n",
"402_s_at 2.010090e+00 2.0015264237\n",
"40200_at 2.506216e+00 2.4055100184\n",
"40201_at -1.266394e+00 NaN\n",
"40202_at 1.390670e+00 1.0772504108\n",
"40203_at 2.272539e+00 2.2299588582\n",
"40204_at -2.266446e+00 NaN\n",
"40205_g_at 4.009940e-01 0.8242554887\n",
"40206_at 1.824038e+00 1.9657133718\n",
"40207_g_at 1.341364e+00 1.3187080463\n",
"40208_at 6.846623e-01 NaN\n",
"40209_at 6.080911e-01 0.8059927401\n",
"40210_at 2.709869e+00 2.5767508209\n",
"40211_at 2.900061e+00 2.7534511116\n",
"40212_at NaN -1.6299267485\n",
"40213_at 7.794549e-02 -3.0031620032\n",
"40214_at NaN 0.5896007986\n",
"40215_at 2.656193e+00 2.6280943469\n",
"40216_at -2.520552e+00 NaN\n",
"40217_s_at 1.654447e+00 1.2848584547\n",
"40218_at 1.785602e+00 0.8305778944\n",
"40219_at 2.002388e+00 1.9911582912\n",
"40220_at 1.131072e+00 0.9565065682\n",
"40221_at 2.039078e+00 1.8577619791\n",
"40222_s_at 5.008848e-01 1.2708270669\n",
"40223_r_at NaN -2.6071731183\n",
"40224_s_at NaN NaN\n",
"40225_at 2.455018e+00 2.3378746515\n",
"40226_at NaN NaN\n",
"40227_at 7.025185e-01 0.6335871081\n",
"40228_at 1.295093e+00 0.7294808387\n",
"40229_at 1.938944e+00 1.9193265752\n",
"40230_at NaN NaN\n",
"40231_at NaN NaN\n",
"40232_at 1.846817e+00 1.3327742692\n",
"40233_at NaN NaN\n",
"40234_at 2.518660e+00 2.4542993715\n",
"40235_at 2.410431e+00 2.3493715680\n",
"40236_at 2.458620e-01 1.6338320501\n",
"40237_at 1.466322e+00 0.5684763823\n",
"40238_at 1.766467e+00 1.1539354708\n",
"40239_g_at NaN NaN\n",
"40240_at NaN NaN\n",
"40241_at -2.560810e+00 0.4669963392\n",
"40242_at 1.352440e+00 NaN\n",
"40243_at -9.816944e-01 -1.1354368689\n",
"40244_s_at 1.374337e+00 1.2786109793\n",
"40245_at -3.894049e+00 NaN\n",
"40246_at 1.293902e+00 1.1972159479\n",
"40247_at -3.484554e+00 NaN\n",
"40248_at NaN NaN\n",
"40249_at NaN NaN\n",
"40250_at 1.303795e+00 0.2992358926\n",
"40251_at NaN NaN\n",
"40252_g_at 1.629612e+00 1.6497397642\n",
"40253_at 1.600812e+00 1.0062465043\n",
"40254_s_at -1.985660e+00 NaN\n",
"40255_at 1.747652e+00 1.6360165118\n",
"40256_at NaN NaN\n",
"40257_at 1.642690e+00 1.8955385624\n",
"40258_at 1.830334e+00 1.9029080681\n",
"40259_at NaN NaN\n",
"40260_g_at NaN 0.7659867386\n",
"40261_at 8.682597e-01 0.1867893719\n",
"40262_at 3.220183e-01 0.1131283746\n",
"40263_at 1.778699e+00 1.5330701840\n",
"40264_g_at 2.447782e+00 2.4882360125\n",
"40265_s_at NaN 0.3644575067\n",
"40266_at 1.575384e+00 1.5756802750\n",
"40267_s_at 1.684645e+00 1.3724304728\n",
"40268_at 2.199574e+00 2.2288330816\n",
"40269_at 1.161940e+00 0.9301163299\n",
"40270_at 1.329376e+00 1.3188328384\n",
"40271_at 2.274572e+00 2.1767828089\n",
"40272_at 5.228792e-01 1.4223121238\n",
"40273_at 1.010231e+00 1.2717562056\n",
"40274_at 1.968944e+00 1.5992469717\n",
"40275_at 2.084395e+00 1.9208521894\n",
"40276_at 2.530416e+00 2.4108368747\n",
"40277_at 6.662564e-02 1.5277112163\n",
"40278_at 1.520542e+00 1.4246022342\n",
"40279_at 2.120170e+00 2.0927047222\n",
"40280_at 1.433901e+00 0.5898609156\n",
"40281_at 2.873810e+00 2.8039948783\n",
"40282_s_at 1.676859e+00 1.1151443367\n",
"40283_at NaN NaN\n",
"40284_at NaN NaN\n",
"40285_at 1.986150e+00 1.4912574788\n",
"40286_r_at 1.869931e+00 2.1381805119\n",
"40287_s_at NaN NaN\n",
"40288_r_at NaN NaN\n",
"40289_at 1.041130e+00 0.4620844435\n",
"40290_f_at 1.500250e+00 1.6396311160\n",
"40291_r_at 1.685238e+00 2.0383434177\n",
"40292_at NaN NaN\n",
"40293_at NaN -2.0708689543\n",
"40294_at 1.651445e+00 1.6786030609\n",
"40295_at 1.954454e+00 2.3416173740\n",
"40296_at NaN NaN\n",
"40297_at NaN -0.3517620141\n",
"40298_at 1.752641e+00 1.4640577120\n",
"40299_at 2.169126e+00 2.3214223212\n",
"403_s_at -2.011567e+00 -1.2684864757\n",
"40300_g_at 1.818293e+00 1.9499523914\n",
"40301_at NaN NaN\n",
"40302_at 2.032882e+00 1.9992025902\n",
"40303_at 2.486621e+00 2.3038050053\n",
"40304_at -1.303202e+00 NaN\n",
"40305_r_at 3.663321e-01 NaN\n",
"40306_at 1.018813e+00 0.4248465247\n",
"40307_at NaN NaN\n",
"40308_at 1.739913e+00 1.5669655505\n",
"40309_at 7.168150e-01 1.1850228584\n",
"40310_at -2.720100e-01 NaN\n",
"40311_at 4.305305e-01 NaN\n",
"40312_at NaN NaN\n",
"40313_at NaN NaN\n",
"40314_at 8.986483e-01 NaN\n",
"40315_at NaN NaN\n",
"40316_at NaN NaN\n",
"40317_at 7.520536e-01 0.3910982675\n",
"40318_at NaN -2.0313847902\n",
"40319_at NaN NaN\n",
"40320_at NaN NaN\n",
"40321_at -5.484175e+00 NaN\n",
"40322_at 1.052234e+00 0.5784919740\n",
"40323_at NaN NaN\n",
"40324_r_at 1.847301e+00 2.4311865440\n",
"40325_at 2.196542e+00 2.0482099949\n",
"40326_at NaN NaN\n",
"40327_at NaN NaN\n",
"40328_at -1.141494e+00 NaN\n",
"40329_at 1.655296e+00 1.6716763417\n",
"40330_at NaN NaN\n",
"40331_at NaN NaN\n",
"40332_at 2.706204e+00 2.6211349860\n",
"40333_at NaN NaN\n",
"40334_at 2.137884e+00 2.0671902679\n",
"40335_at NaN NaN\n",
"40336_at 2.138623e+00 2.1881602133\n",
"40337_at 1.900463e+00 1.4898958556\n",
"40338_at -2.968451e-01 1.0875584484\n",
"40339_at 4.791921e-01 -1.2953914834\n",
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"40341_at 1.364894e+00 -1.3626562974\n",
"40342_at -3.160674e+00 0.3823958111\n",
"40343_at 7.576801e-01 NaN\n",
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"40346_at NaN NaN\n",
"40347_at 2.236888e+00 1.9850841914\n",
"40348_s_at 1.952635e+00 1.7675914348\n",
"40349_at -2.247705e-01 NaN\n",
"40350_at NaN NaN\n",
"40351_at NaN NaN\n",
"40352_at -1.007268e+00 NaN\n",
"40353_at 2.001047e+00 1.8333864374\n",
"40354_at -3.279792e-01 0.0851080834\n",
"40355_at 1.236995e+00 1.1152688276\n",
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"40357_at NaN NaN\n",
"40358_at NaN -2.5987659442\n",
"40359_at 2.384898e+00 2.3900334832\n",
"40360_at 2.384923e+00 2.2716110025\n",
"40361_at -3.648650e+00 NaN\n",
"40362_at 9.213220e-01 1.0004781201\n",
"40363_r_at -5.866124e-01 -0.8843732480\n",
"40364_at 1.750235e+00 1.6531969559\n",
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"40371_at 1.294220e-01 0.3963099310\n",
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"40373_at -1.043996e+00 -1.5609789065\n",
"40374_at NaN NaN\n",
"40375_at 1.774290e+00 1.5751665622\n",
"40376_at 1.947033e+00 2.0661281541\n",
"40377_at -3.736266e-02 -0.4375008412\n",
"40378_at -2.437230e+00 NaN\n",
"40379_at -3.469828e+00 -0.6197135511\n",
"40380_at NaN NaN\n",
"40381_at -1.728371e-01 -3.1987752388\n",
"40382_at 6.349817e-01 NaN\n",
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"40384_at NaN NaN\n",
"40385_at NaN 0.2709297009\n",
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"40387_at NaN NaN\n",
"40388_at 1.610555e+00 1.7625313417\n",
"40389_at NaN 1.6482928869\n",
"40390_at -8.385591e-01 -0.4928034243\n",
"40391_at 8.211722e-01 0.7933720902\n",
"40392_at -3.709785e-01 0.8578528364\n",
"40393_at NaN NaN\n",
"40394_at -2.136942e+00 0.6942640303\n",
"40395_at 9.698480e-01 0.3005509651\n",
"40396_at 1.729450e+00 1.7775555701\n",
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"40398_s_at NaN NaN\n",
"40399_r_at 7.671225e-01 0.9786273100\n",
"404_at 1.598547e+00 1.5982066459\n",
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"40402_at 1.728159e+00 2.0425605460\n",
"40403_at NaN NaN\n",
"40404_s_at 2.118862e+00 1.9636857659\n",
"40405_at 2.397257e+00 2.1686461618\n",
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"40407_at 2.573416e+00 2.4922638033\n",
"40408_at 2.285159e+00 2.0876747507\n",
"40409_at 1.598522e+00 1.6372696723\n",
"40410_at 2.439489e+00 2.2956365308\n",
"40411_at 2.000191e+00 1.8958456022\n",
"40412_at 2.621499e+00 2.4865425192\n",
"40413_at NaN NaN\n",
"40414_at 2.433620e+00 2.4100858922\n",
"40415_at 2.240417e+00 2.1150591854\n",
"40416_at 2.331432e+00 2.3012648480\n",
"40417_at 2.825277e+00 2.7135842316\n",
"40418_at 1.881975e+00 1.4846441541\n",
"40419_at 2.565399e+00 2.4905936918\n",
"40420_at 1.885112e+00 1.7498235129\n",
"40421_at 2.237361e+00 2.1544549258\n",
"40422_at 2.669271e+00 2.5152492687\n",
"40423_at 1.796223e+00 1.7101983783\n",
"40424_at 1.577425e+00 1.4744872685\n",
"40425_at 1.833654e+00 1.5533673738\n",
"40426_at 2.490226e+00 2.3708610770\n",
"40427_at 2.498183e+00 2.3362081835\n",
"40428_i_at 1.045503e-01 0.0449700795\n",
"40429_r_at NaN NaN\n",
"40430_at NaN 0.5768316997\n",
"40431_at 1.648640e+00 1.4049863371\n",
"40432_at 2.409307e+00 2.3343603182\n",
"40433_at -4.434781e-02 1.6223940251\n",
"40434_at 2.393184e+00 2.3159509410\n",
"40435_at 2.925685e+00 2.8727448664\n",
"40436_g_at 2.726178e+00 2.6663550962\n",
"40437_at 2.088263e+00 1.7672801247\n",
"40438_at 1.373538e+00 0.7655380249\n",
"40439_at 2.212199e+00 2.2148668325\n",
"40440_at 2.455512e+00 2.5806690714\n",
"40441_g_at 1.981942e+00 2.1596605859\n",
"40442_f_at 2.019192e+00 1.9748355253\n",
"40443_at 6.766131e-01 NaN\n",
"40444_s_at 2.355108e+00 2.3244325258\n",
"40445_at 1.194183e+00 0.6191175315\n",
"40446_at 2.253747e+00 2.1677107121\n",
"40447_at NaN NaN\n",
"40448_at 2.356609e+00 2.2742870808\n",
"40449_at 1.495982e+00 1.0906928406\n",
"40450_at 1.688926e+00 1.8252182260\n",
"40451_at 2.506114e+00 2.4331074879\n",
"40452_at 2.365001e+00 2.3567367697\n",
"40453_s_at 1.454499e+00 1.4504686818\n",
"40454_at 1.799895e+00 1.6251509599\n",
"40455_at 1.876268e+00 1.7294919283\n",
"40456_at 1.949919e+00 1.5256086534\n",
"40457_at 1.711096e+00 1.6179967712\n",
"40458_at 7.652399e-01 1.6030797952\n",
"40459_at 1.390280e+00 0.9265592687\n",
"40460_s_at NaN NaN\n",
"40461_at 1.215252e+00 1.2424172800\n",
"40462_at 2.232372e+00 2.0015269976\n",
"40463_at 2.099268e+00 2.0040261147\n",
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"40465_at 2.156636e+00 2.0738818517\n",
"40466_at 1.850735e+00 1.0889593015\n",
"40467_at 2.024397e+00 1.9506249971\n",
"40468_at 1.681493e+00 1.4949316597\n",
"40469_at 2.455843e+00 2.3809900655\n",
"40470_at 2.401516e+00 2.3599781756\n",
"40471_at 1.129108e+00 1.2360943425\n",
"40472_at NaN NaN\n",
"40473_at 2.345359e+00 2.1521995465\n",
"40474_r_at 4.337598e-02 0.3112611939\n",
"40475_at NaN NaN\n",
"40476_s_at 2.250086e+00 2.1844923900\n",
"40477_r_at NaN NaN\n",
"40478_at 1.753122e+00 1.6165163328\n",
"40479_at NaN NaN\n",
"40480_s_at NaN NaN\n",
"40481_r_at NaN NaN\n",
"40482_s_at -1.211243e+00 NaN\n",
"40483_at -5.306045e-02 1.0042581505\n",
"40484_g_at NaN NaN\n",
"40485_at 2.077539e+00 1.8522450708\n",
"40486_g_at 1.537657e+00 1.4196226698\n",
"40487_at 1.634338e+00 1.7955967133\n",
"40488_at NaN -1.5857968639\n",
"40489_at 2.223313e+00 2.1481598611\n",
"40490_at 2.583119e+00 2.4822731470\n",
"40491_at 9.380764e-01 0.6367925208\n",
"40492_at 1.520344e+00 1.0700307291\n",
"40493_at 1.969723e+00 1.9776113454\n",
"40494_at 1.925476e+00 1.9411911974\n",
"40495_at 1.833356e+00 1.5077493340\n",
"40496_at NaN NaN\n",
"40497_at 2.166016e+00 1.9441481535\n",
"40498_g_at 1.582752e+00 1.2558193855\n",
"40499_r_at 3.988313e-01 1.8841547284\n",
"405_at 1.432766e+00 0.9197645901\n",
"40500_at -8.401586e-01 NaN\n",
"40501_s_at 1.800872e+00 1.9929935790\n",
"40502_r_at -1.507891e+00 -1.9831941047\n",
"40503_at NaN -4.0219216778\n",
"40504_at 1.513439e+00 1.5445491108\n",
"40505_at 1.941938e+00 1.6912196971\n",
"40506_s_at 2.403589e+00 2.3649976211\n",
"40507_at 1.337353e+00 1.5488274559\n",
"40508_at NaN -0.6134046520\n",
"40509_at 2.458928e+00 2.3116102637\n",
"40510_at -2.141381e+00 NaN\n",
"40511_at 2.821700e+00 2.7338530471\n",
"40512_at 1.725839e+00 1.5525380013\n",
"40513_at 6.668704e-01 -1.4809916250\n",
"40514_at 2.704844e+00 2.5957221800\n",
"40515_at 2.413911e+00 2.3341276555\n",
"40516_at -1.015924e+00 -6.5845690245\n",
"40517_at -1.167621e+00 0.6973406578\n",
"40518_at NaN NaN\n",
"40519_at NaN -2.2728652620\n",
"40520_g_at NaN NaN\n",
"40521_at 2.346179e+00 2.2471066488\n",
"40522_at 2.128620e+00 1.9042887273\n",
"40523_at 1.170131e+00 1.7115859261\n",
"40524_at NaN -9.5984321527\n",
"40525_at NaN NaN\n",
"40526_at NaN NaN\n",
"40527_at 1.583624e+00 0.9281757736\n",
"40528_at 9.767054e-01 0.8917375183\n",
"40529_at NaN -1.8260339212\n",
"40530_at -6.033983e-01 -1.9592551407\n",
"40531_at NaN NaN\n",
"40532_at 1.852030e+00 1.6281854438\n",
"40533_at 2.320445e+00 2.3677473448\n",
"40534_at 1.621097e+00 1.5372476369\n",
"40535_i_at 1.386335e+00 1.4014584453\n",
"40536_f_at 8.031994e-01 1.0442023024\n",
"40537_at 1.448887e+00 1.5556944809\n",
"40538_at -3.968492e-01 -1.2954444743\n",
"40539_at 1.743760e+00 1.9969904842\n",
"40540_at 9.988442e-01 0.9780918258\n",
"40541_at 3.065616e+00 3.0118222242\n",
"40542_at NaN 1.0909331244\n",
"40543_at NaN NaN\n",
"40544_g_at NaN -1.5365076728\n",
"40545_at 1.192803e+00 0.0496413500\n",
"40546_s_at 2.685154e+00 2.5030599018\n",
"40547_at 1.643059e+00 1.0086972553\n",
"40548_at NaN NaN\n",
"40549_at 2.041892e+00 1.7542689364\n",
"40550_at NaN NaN\n",
"40551_at NaN NaN\n",
"40552_s_at 2.169663e+00 2.0856478889\n",
"40553_at 1.255606e+00 1.6345546391\n",
"40554_at 6.878148e-01 0.3035311967\n",
"40555_at 1.255396e+00 1.5928725446\n",
"40556_at 9.927198e-01 0.4693035491\n",
"40557_at NaN NaN\n",
"40558_at 8.977392e-01 1.1666158801\n",
"40559_at NaN NaN\n",
"40560_at 2.379049e+00 2.2402605396\n",
"40561_at NaN NaN\n",
"40562_at 1.988363e+00 1.9809591874\n",
"40563_at 8.896528e-01 0.1674673778\n",
"40564_at 1.774643e+00 1.7218418011\n",
"40565_at NaN NaN\n",
"40566_at NaN NaN\n",
"40567_at 2.737967e+00 2.5766524554\n",
"40568_at 1.834114e+00 1.5502923986\n",
"40569_at 1.960688e+00 1.8132667555\n",
"40570_at 1.849626e+00 1.5342078054\n",
"40571_at 1.464493e+00 NaN\n",
"40572_at NaN NaN\n",
"40573_s_at NaN NaN\n",
"40574_at 1.274697e+00 1.3500245876\n",
"40575_at 2.614005e+00 2.5101669352\n",
"40576_f_at 9.012727e-01 0.0549711075\n",
"40577_at -9.415803e-01 0.4712260206\n",
"40578_s_at 6.545717e-01 -2.6465243406\n",
"40579_at NaN NaN\n",
"40580_r_at 2.987072e+00 2.9049160776\n",
"40581_at 1.646109e+00 1.8388497696\n",
"40582_at -7.137356e-01 -3.4493684484\n",
"40583_at NaN NaN\n",
"40584_at 2.122388e+00 1.9147010230\n",
"40585_at NaN NaN\n",
"40586_at 1.485595e+00 1.1284515099\n",
"40587_s_at 2.467138e+00 2.3316974054\n",
"40588_r_at NaN NaN\n",
"40589_at 2.030159e+00 1.9049258173\n",
"40590_at NaN NaN\n",
"40591_at 9.016810e-01 -0.0532715553\n",
"40592_at 1.358777e+00 1.5875739692\n",
"40593_at 2.886530e+00 2.7947330113\n",
"40594_r_at 3.519846e-01 2.2661639249\n",
"40595_at -1.917690e-02 0.8172443348\n",
"40596_at 2.251003e+00 2.3261867380\n",
"40597_g_at NaN -0.7137439262\n",
"40598_at 1.400329e+00 1.4862682166\n",
"40599_at NaN -1.5800879279\n",
"406_at 2.444175e+00 2.5395490913\n",
"40600_at 6.851798e-01 0.2996644754\n",
"40601_at 1.033591e+00 1.1565878640\n",
"40602_at 1.707763e+00 1.3208469456\n",
"40603_at NaN NaN\n",
"40604_at 8.595895e-01 0.7625768612\n",
"40605_at 1.998130e+00 1.7874592072\n",
"40606_at -9.642479e-01 1.0791111881\n",
"40607_at 1.706213e+00 1.6287075203\n",
"40608_at -4.532474e+00 1.5100020597\n",
"40609_at 2.294560e+00 2.2961872005\n",
"40610_at 2.102641e+00 2.1067515418\n",
"40611_s_at NaN NaN\n",
"40612_at NaN NaN\n",
"40613_at 1.704159e+00 0.9301466174\n",
"40614_at 1.443522e+00 0.6060810004\n",
"40615_at 1.921651e+00 1.6882203870\n",
"40616_at -2.067991e-01 NaN\n",
"40617_at 2.280736e+00 2.1297200663\n",
"40618_at 2.629727e+00 2.5736679098\n",
"40619_at 2.853350e+00 2.8185095947\n",
"40620_at NaN NaN\n",
"40621_at 1.805910e+00 2.0800502915\n",
"40622_r_at 2.323017e+00 2.5392472197\n",
"40623_at 1.935158e+00 1.6873799030\n",
"40624_at NaN NaN\n",
"40625_f_at NaN NaN\n",
"40626_at 1.745876e+00 1.3561163307\n",
"40627_at 1.289129e+00 0.6190501990\n",
"40628_at NaN NaN\n",
"40629_at 1.861674e+00 1.6180548818\n",
"40630_at NaN NaN\n",
"40631_at 2.451680e+00 2.3834120679\n",
"40632_at 7.611111e-01 -1.3020550346\n",
"40633_at -1.375292e+00 -2.3481698193\n",
"40634_at 1.789539e+00 1.8315919822\n",
"40635_at 2.810933e+00 2.6378245523\n",
"40636_at 8.207592e-01 0.4386962282\n",
"40637_at 2.705070e+00 2.6861934707\n",
"40638_at 2.393291e+00 2.3417298131\n",
"40639_at 1.326863e+00 0.3188019262\n",
"40640_at 1.391145e+00 1.6126384933\n",
"40641_at 1.182761e+00 1.4291263357\n",
"40642_at 1.361959e+00 0.7043768144\n",
"40643_at 1.991878e+00 1.8535249720\n",
"40644_g_at -1.403384e+00 -3.2553330846\n",
"40645_at 2.120006e+00 2.0323542485\n",
"40646_at -1.140110e+00 NaN\n",
"40647_at 8.386610e-01 -0.5794761485\n",
"40648_at NaN -0.8808288279\n",
"40649_at NaN -0.1324117399\n",
"40650_r_at 1.483128e+00 2.2621159972\n",
"40651_s_at -1.119776e-02 1.3954901579\n",
"40652_at 1.181651e-01 -0.1464251793\n",
"40653_at 5.096402e-01 -3.6547660065\n",
"40654_at 1.356440e+00 1.1213674413\n",
"40655_at NaN NaN\n",
"40656_at -1.206300e+00 NaN\n",
"40657_r_at -3.051016e+00 NaN\n",
"40658_r_at NaN -1.8237102298\n",
"40659_at -2.358020e+00 NaN\n",
"40660_at NaN NaN\n",
"40661_at NaN NaN\n",
"40662_g_at NaN -0.4035249551\n",
"40663_at 7.269843e-01 0.5864035019\n",
"40664_at NaN NaN\n",
"40665_at NaN NaN\n",
"40666_at 1.015367e+00 1.3852127752\n",
"40667_at 5.230802e-02 0.2649855732\n",
"40668_s_at 1.565592e+00 1.7349016004\n",
"40669_at 2.608055e-01 0.9659914661\n",
"40670_at 1.703288e+00 1.8991261365\n",
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"40673_at 3.743243e-01 -0.6089238197\n",
"40674_s_at 1.256074e+00 0.3857820867\n",
"40675_r_at NaN NaN\n",
"40676_at 1.180204e+00 1.0220514300\n",
"40677_at 1.836160e+00 1.5757685626\n",
"40678_at NaN -1.6543272295\n",
"40679_at NaN NaN\n",
"40680_at NaN -1.0436442530\n",
"40681_at 7.606937e-01 0.5104146592\n",
"40682_at NaN -6.4843514187\n",
"40683_at NaN NaN\n",
"40684_at 2.244950e+00 2.2512144284\n",
"40685_at -1.800636e+00 1.8949739056\n",
"40686_at 2.088014e+00 1.9991055196\n",
"40687_at NaN NaN\n",
"40688_at 4.947063e-01 -0.3937925165\n",
"40689_at NaN NaN\n",
"40690_at 2.497405e+00 2.4424544010\n",
"40691_at -1.099128e+00 0.9833041540\n",
"40692_at NaN NaN\n",
"40693_at NaN NaN\n",
"40694_at NaN NaN\n",
"40695_at 2.507305e+00 2.4057321446\n",
"40696_at 1.432315e+00 1.7984198576\n",
"40697_at 2.242306e+00 2.2877536711\n",
"40698_at NaN NaN\n",
"40699_at 1.058074e+00 0.2976173133\n",
"407_at NaN NaN\n",
"40700_at NaN NaN\n",
"40701_at 2.022783e+00 1.7207539180\n",
"40702_at NaN NaN\n",
"40703_at NaN NaN\n",
"40704_at -8.888099e-01 0.0280884463\n",
"40705_at NaN NaN\n",
"40706_at NaN NaN\n",
"40707_at 7.691599e-01 NaN\n",
"40708_at 1.069808e+00 NaN\n",
"40709_at 1.523920e+00 1.4988602074\n",
"40710_at NaN NaN\n",
"40711_at 2.486581e-01 0.0133058292\n",
"40712_at 1.569230e+00 1.7349131111\n",
"40713_at -2.107109e-02 -2.1694176495\n",
"40714_at 1.246390e+00 1.2040430012\n",
"40715_at NaN NaN\n",
"40716_at NaN NaN\n",
"40717_at 1.393667e+00 1.2814340113\n",
"40718_at -7.376148e-02 NaN\n",
"40719_at NaN NaN\n",
"40720_at NaN NaN\n",
"40721_g_at -1.242639e+00 NaN\n",
"40722_at 1.540613e+00 1.3674785474\n",
"40723_at 1.499111e+00 1.3163055117\n",
"40724_at 1.467695e+00 1.1313719245\n",
"40725_at 2.061546e+00 1.7786522882\n",
"40726_at 2.060924e+00 1.8641193079\n",
"40727_at -1.990761e+00 -1.5902080888\n",
"40728_at NaN NaN\n",
"40729_s_at 4.535235e-01 0.5063468785\n",
"40730_at 5.312825e-01 NaN\n",
"40731_at NaN NaN\n",
"40732_at 7.652973e-01 0.8661697126\n",
"40733_f_at 2.023217e+00 1.9256518224\n",
"40734_r_at NaN 0.3324471405\n",
"40735_at 8.139947e-01 0.7146881922\n",
"40736_at NaN NaN\n",
"40737_at NaN NaN\n",
"40738_at NaN 0.6002436832\n",
"40739_at 1.745772e+00 1.9430028954\n",
"40740_at 1.154709e+00 1.1064009942\n",
"40741_at NaN NaN\n",
"40742_at NaN NaN\n",
"40743_at -3.540796e+00 NaN\n",
"40744_at NaN NaN\n",
"40745_at 2.685270e+00 2.6274737215\n",
"40746_at NaN NaN\n",
"40747_at NaN NaN\n",
"40748_at NaN NaN\n",
"40749_at NaN NaN\n",
"40750_at NaN NaN\n",
"40751_at NaN -3.5926703134\n",
"40752_at -4.305019e-01 -1.4231343225\n",
"40753_at -7.691141e+00 0.0529104437\n",
"40754_at 1.633383e+00 1.8877952235\n",
"40755_at 2.257064e+00 2.1619881361\n",
"40756_at 2.189238e+00 1.9720470567\n",
"40757_at NaN NaN\n",
"40758_at 2.180841e+00 1.9656908688\n",
"40759_at 2.177237e-01 0.6414439354\n",
"40760_at 1.439566e-01 1.5025266371\n",
"40761_at NaN NaN\n",
"40762_g_at NaN NaN\n",
"40763_at NaN NaN\n",
"40764_at 2.495308e+00 2.3868990399\n",
"40765_at 2.355912e+00 2.3424588543\n",
"40766_at -3.899308e+00 NaN\n",
"40767_at 1.998709e+00 2.0292429938\n",
"40768_s_at 2.027354e+00 1.7210817081\n",
"40769_r_at NaN 0.7620844195\n",
"40770_f_at 1.366631e+00 1.0331723583\n",
"40771_at 6.001197e-01 -0.3713944225\n",
"40772_at NaN NaN\n",
"40773_at -3.896464e+00 NaN\n",
"40774_at 2.831389e+00 2.7168907514\n",
"40775_at NaN NaN\n",
"40776_at NaN NaN\n",
"40777_at 2.514236e+00 2.4503961827\n",
"40778_at 2.661009e+00 2.5779671557\n",
"40779_at 1.401091e+00 1.0835350322\n",
"40780_at 2.316771e+00 2.1950858612\n",
"40781_at NaN NaN\n",
"40782_at -1.243969e+00 -0.5909475307\n",
"40783_s_at 2.577433e+00 2.4913451870\n",
"40784_at 2.243412e+00 2.1211610107\n",
"40785_g_at 2.293643e+00 2.2093297884\n",
"40786_at 1.881383e+00 1.7569321186\n",
"40787_at 2.084425e+00 1.9630983802\n",
"40788_at 2.422056e+00 2.1493751752\n",
"40789_at NaN NaN\n",
"40790_at 1.748915e+00 1.5908270354\n",
"40791_at 2.813491e+00 2.7062461165\n",
"40792_s_at 1.832939e+00 2.1478110145\n",
"40793_s_at NaN NaN\n",
"40794_at NaN NaN\n",
"40795_at NaN NaN\n",
"40796_at NaN NaN\n",
"40797_at 9.338376e-01 0.0700179348\n",
"40798_s_at 1.832074e-01 0.2472982744\n",
"40799_at NaN -5.4304573387\n",
"408_at NaN NaN\n",
"40800_at 1.928180e+00 1.8667245919\n",
"40801_at NaN -0.6214980477\n",
"40802_at 1.131812e+00 NaN\n",
"40803_at 1.999907e+00 1.6868884811\n",
"40804_at -4.462679e-01 0.6964445451\n",
"40805_at 1.200318e+00 1.0761838132\n",
"40806_at 9.355348e-01 -6.3671547788\n",
"40807_at 2.053423e+00 2.0307620253\n",
"40808_at 6.069157e-01 0.7551684464\n",
"40809_at NaN NaN\n",
"40810_at 2.192580e+00 1.8653132927\n",
"40811_at 1.642933e+00 1.3813984998\n",
"40812_at NaN -0.8433688233\n",
"40813_at 4.899474e-01 -0.9552095233\n",
"40814_at 1.217978e+00 0.3993607691\n",
"40815_g_at 2.480417e+00 2.4546443798\n",
"40816_at 2.201442e+00 2.2055408830\n",
"40817_at 2.556247e+00 2.4115652980\n",
"40818_at 1.787120e+00 1.4199486854\n",
"40819_at 2.093886e+00 2.1392782910\n",
"40820_at 1.086515e+00 1.6295011456\n",
"40821_at 2.509655e+00 2.4206696993\n",
"40822_at 2.064193e+00 1.9820842011\n",
"40823_s_at 1.358567e+00 1.2398472077\n",
"40824_at 2.249334e+00 2.0786898608\n",
"40825_at 2.149749e+00 2.1194934387\n",
"40826_at 2.204085e+00 2.0351569996\n",
"40827_at 2.416592e+00 2.3211420125\n",
"40828_at 2.180640e+00 1.9944286135\n",
"40829_at 1.855247e+00 1.2409515583\n",
"40830_at -1.732816e+00 -1.6160552136\n",
"40831_at 2.275729e+00 2.0710432860\n",
"40832_s_at 1.750879e+00 1.2847313385\n",
"40833_r_at 1.080628e+00 NaN\n",
"40834_at NaN NaN\n",
"40835_at 1.303386e+00 1.0177562177\n",
"40836_s_at 2.204302e+00 2.2651280173\n",
"40837_at 1.987129e+00 1.9781759799\n",
"40838_at 1.221436e+00 1.0957305100\n",
"40839_at 2.001302e+00 1.8236455032\n",
"40840_at 2.515876e+00 2.4600647730\n",
"40841_at 2.017224e+00 1.9185839503\n",
"40842_at 2.921069e+00 2.8142013729\n",
"40843_at 1.807778e+00 1.2680666286\n",
"40844_at 1.675748e+00 1.1182653661\n",
"40845_at 2.339809e+00 2.4577167282\n",
"40846_g_at 2.429205e+00 2.4823365948\n",
"40847_at NaN 1.0150999741\n",
"40848_g_at 1.273899e+00 NaN\n",
"40849_s_at 2.125459e+00 2.2266312601\n",
"40850_at 2.532024e+00 2.4037732475\n",
"40851_r_at -6.495761e-01 0.1773268418\n",
"40852_at 2.004858e+00 1.5972685548\n",
"40853_at NaN -0.3162467046\n",
"40854_at 2.177252e+00 1.9852595086\n",
"40855_at NaN NaN\n",
"40856_at 7.309547e-01 0.9918471752\n",
"40857_f_at -7.821201e-01 NaN\n",
"40858_at 8.740717e-02 1.1948618180\n",
"40859_at 1.835551e+00 1.4959792795\n",
"40860_s_at 3.006435e-01 NaN\n",
"40861_at 2.767159e+00 2.6887178877\n",
"40862_i_at 2.501889e+00 2.4160228997\n",
"40863_r_at 2.509433e+00 2.4440988017\n",
"40864_at 2.751859e+00 2.6520190772\n",
"40865_at 2.100991e+00 1.8431827366\n",
"40866_at 2.513607e+00 2.3737172556\n",
"40867_at 2.785889e+00 2.6945313641\n",
"40868_at 1.523625e+00 1.1361986603\n",
"40869_at 1.510659e+00 1.1652527691\n",
"40870_g_at 1.617170e+00 1.4188536085\n",
"40871_at 7.013509e-01 0.8219279666\n",
"40872_at 2.978555e+00 2.8913226052\n",
"40873_at 1.876584e+00 2.0845240197\n",
"40874_at 2.950646e+00 2.8863652381\n",
"40875_s_at 2.843674e+00 2.7625596346\n",
"40876_at 2.209964e+00 1.9682680081\n",
"40877_s_at 2.094763e+00 2.0451178088\n",
"40878_f_at 1.397857e+00 1.2174920562\n",
"40879_at 1.564649e+00 1.7255493247\n",
"40880_r_at NaN NaN\n",
"40881_at 2.359788e+00 2.2726731049\n",
"40882_at 1.509533e+00 1.2146083114\n",
"40883_at 1.811372e+00 1.8905256024\n",
"40884_g_at 1.031473e+00 0.1651007421\n",
"40885_s_at 2.517180e+00 2.4408958444\n",
"40886_at 3.114826e+00 3.0960910273\n",
"40887_g_at 3.309180e+00 3.3313777634\n",
"40888_f_at 2.482201e+00 2.4738686261\n",
"40889_at NaN NaN\n",
"40890_at 2.642967e+00 2.5623335599\n",
"40891_f_at 2.970561e+00 2.9089682321\n",
"40892_s_at 8.331612e-01 1.4373664503\n",
"40893_at 1.378323e+00 0.3960645662\n",
"40894_at NaN NaN\n",
"40895_g_at 2.018088e+00 1.9927951523\n",
"40896_at 1.761576e+00 1.7525533765\n",
"40897_at 4.742721e-01 1.4771557104\n",
"40898_at 2.686723e+00 2.6892551072\n",
"40899_at 3.211564e+00 3.1412040131\n",
"409_at 2.817672e+00 2.7746565870\n",
"40900_at 9.433372e-02 0.2254175604\n",
"40901_at 1.076937e+00 1.1233696471\n",
"40902_at 1.445524e+00 0.5078895972\n",
"40903_at 1.931681e+00 1.7012798856\n",
"40904_at 1.865480e+00 1.7970329203\n",
"40905_s_at 2.186879e+00 2.0573619320\n",
"40906_at 2.096310e+00 1.5450268301\n",
"40907_at 8.520683e-01 -0.3710790352\n",
"40908_r_at NaN NaN\n",
"40909_at 1.119524e+00 0.0047931677\n",
"40910_at 2.397552e+00 2.2776935321\n",
"40911_at NaN NaN\n",
"40912_s_at 2.342810e+00 2.2782785929\n",
"40913_at 1.844385e+00 1.7180398395\n",
"40914_s_at 8.707858e-01 -0.4200902238\n",
"40915_r_at 1.129187e+00 0.2594869640\n",
"40916_at 5.144481e-01 -1.2271026630\n",
"40917_at NaN NaN\n",
"40918_at NaN NaN\n",
"40919_at NaN -0.0237226908\n",
"40920_at NaN NaN\n",
"40921_at NaN NaN\n",
"40922_at NaN 0.3071673120\n",
"40923_at 1.407057e+00 0.7006880048\n",
"40924_at 9.954327e-01 1.2508581905\n",
"40925_at 1.803804e+00 1.6632958765\n",
"40926_at 2.239921e+00 2.1687168331\n",
"40927_at 1.493446e+00 1.8588870672\n",
"40928_at 2.298182e+00 1.9148352262\n",
"40929_at NaN NaN\n",
"40930_at 6.973315e-01 1.1846364192\n",
"40931_at 1.485515e+00 1.3013723065\n",
"40932_at 1.358872e+00 1.2562687039\n",
"40933_f_at NaN NaN\n",
"40934_at NaN 0.8859766183\n",
"40935_at 1.152627e+00 1.1674698391\n",
"40936_at 2.139587e+00 1.8821452238\n",
"40937_at 4.169866e-01 1.1452711220\n",
"40938_at 2.173756e+00 1.9518198981\n",
"40939_at -1.071930e+00 NaN\n",
"40940_at NaN -9.4170422210\n",
"40941_at -5.852720e-01 0.0162315394\n",
"40942_g_at NaN 0.6123387559\n",
"40943_at 1.790603e+00 0.6548184665\n",
"40944_at -2.924661e+00 -1.9476750309\n",
"40945_at -9.166609e-01 0.1355835414\n",
"40946_at 2.082052e+00 1.8029589022\n",
"40947_at NaN 0.3484975187\n",
"40948_at 6.311782e-01 -2.6339901979\n",
"40949_at 2.047352e+00 1.6901090814\n",
"40950_at 1.692854e-01 -0.0288880863\n",
"40951_at 2.739821e+00 2.7031292957\n",
"40952_at -1.096235e-01 0.0458041649\n",
"40953_at NaN NaN\n",
"40954_at NaN 0.8365216493\n",
"40955_at 2.711526e+00 2.6410992274\n",
"40956_at 1.420494e+00 0.7987297414\n",
"40957_at 1.635261e+00 1.4249408327\n",
"40958_at 1.439533e-01 0.0005606849\n",
"40959_at 2.013509e+00 2.1620783996\n",
"40960_at 2.462255e+00 2.3819830563\n",
"40961_at 2.027882e+00 1.9680598997\n",
"40962_s_at 1.575519e+00 1.5483142780\n",
"40963_at NaN NaN\n",
"40964_at NaN NaN\n",
"40965_at NaN 0.2696147539\n",
"40966_at 1.644927e+00 1.4658753035\n",
"40967_at NaN NaN\n",
"40968_at NaN NaN\n",
"40969_at NaN NaN\n",
"40970_at NaN NaN\n",
"40971_at 1.829870e+00 1.7961000661\n",
"40972_at 2.120375e-01 0.1453061821\n",
"40973_at 1.712598e+00 1.4634171421\n",
"40974_at 1.600276e+00 1.8816698998\n",
"40975_s_at 8.774679e-01 NaN\n",
"40976_at 2.041249e+00 2.1152831337\n",
"40977_f_at -2.393129e+00 NaN\n",
"40978_s_at NaN -0.1078369658\n",
"40979_at 2.720015e+00 2.6433864907\n",
"40980_at 2.494595e+00 2.4080221198\n",
"40981_at 1.275082e+00 1.7739113191\n",
"40982_at 1.874967e+00 1.8002413482\n",
"40983_s_at 1.456345e+00 0.6848372962\n",
"40984_at 1.510324e+00 1.5506522545\n",
"40985_g_at NaN NaN\n",
"40986_s_at 1.405238e+00 1.4176124039\n",
"40987_at NaN NaN\n",
"40988_at 2.159739e+00 2.0006090876\n",
"40989_at NaN NaN\n",
"40990_at 2.135954e+00 1.8492700366\n",
"40991_at NaN 0.3586497250\n",
"40992_s_at 1.585413e+00 1.4240375276\n",
"40993_r_at NaN -1.8519012544\n",
"40994_at -2.545268e-01 0.6415455684\n",
"40995_at NaN NaN\n",
"40996_s_at NaN NaN\n",
"40997_at 1.858471e+00 1.7585858464\n",
"40998_at 2.182990e+00 2.0718062290\n",
"40999_at NaN NaN\n",
"410_s_at 2.888581e+00 2.7860427674\n",
"41000_at 1.616181e+00 1.2903781033\n",
"41001_at -6.112464e-01 1.2711142409\n",
"41002_at 1.481703e+00 1.7130576277\n",
"41003_at 2.568464e+00 2.5003389510\n",
"41004_at 1.534453e+00 1.5273185335\n",
"41005_at NaN -1.0630374704\n",
"41006_at 3.232003e-01 NaN\n",
"41007_at 1.448113e+00 1.3396560697\n",
"41008_at -8.961606e-01 0.1910476662\n",
"41009_at -1.339282e+00 NaN\n",
"41010_at 1.668271e+00 1.3679535244\n",
"41011_i_at NaN NaN\n",
"41012_r_at NaN NaN\n",
"41013_at NaN NaN\n",
"41014_s_at NaN NaN\n",
"41015_at -1.364425e+00 0.7268524569\n",
"41016_at NaN NaN\n",
"41017_at NaN NaN\n",
"41018_at 1.873819e+00 1.6322988511\n",
"41019_at 1.334893e+00 1.2255030551\n",
"41020_at 4.817502e-01 -2.4530402877\n",
"41021_s_at 1.093226e+00 1.2970449324\n",
"41022_r_at NaN NaN\n",
"41023_at NaN -0.0379271419\n",
"41024_f_at NaN NaN\n",
"41025_r_at 1.635450e-02 -0.0248165346\n",
"41026_f_at 4.023159e-01 0.8688995213\n",
"41027_at 1.599990e+00 1.6198012424\n",
"41028_at NaN 0.5878564042\n",
"41029_at 1.934437e+00 1.7630459759\n",
"41030_at 4.116720e-01 NaN\n",
"41031_at NaN NaN\n",
"41032_at NaN NaN\n",
"41033_at 1.270278e+00 0.6277986648\n",
"41034_s_at 2.520235e+00 2.4902358897\n",
"41035_at -9.241697e-01 NaN\n",
"41036_at 1.956280e+00 1.6206748946\n",
"41037_at 2.121666e+00 1.9120208520\n",
"41038_at 3.330068e-01 1.1102584897\n",
"41039_at -2.879089e-01 -0.1798586812\n",
"41040_at 1.669501e+00 1.6306845904\n",
"41041_s_at NaN NaN\n",
"41042_r_at -1.030112e+00 1.1289371470\n",
"41043_at NaN NaN\n",
"41044_at 5.979446e-01 NaN\n",
"41045_at NaN NaN\n",
"41046_s_at 2.127140e+00 2.0764471684\n",
"41047_at 2.654422e+00 2.5852509975\n",
"41048_at NaN NaN\n",
"41049_at 2.323265e+00 2.1600380930\n",
"41050_at 1.834285e+00 1.4313999930\n",
"41051_at 1.922696e+00 1.9113432971\n",
"41052_s_at NaN NaN\n",
"41053_at 1.490345e+00 1.7990351461\n",
"41054_at 2.312951e+00 2.3500683023\n",
"41055_at NaN NaN\n",
"41056_at 3.504208e-01 0.3356422302\n",
"41057_at 1.994504e+00 1.7563912713\n",
"41058_g_at 2.278077e+00 2.0732002776\n",
"41059_at NaN NaN\n",
"41060_at 1.520342e+00 1.5296376124\n",
"41061_at -6.203661e-02 1.0485959489\n",
"41062_at 1.916822e+00 1.6729719476\n",
"41063_g_at 2.046811e+00 1.9221018326\n",
"41064_at 1.158510e+00 NaN\n",
"41065_at 1.350762e+00 0.4264236962\n",
"41066_at NaN NaN\n",
"41067_at NaN NaN\n",
"41068_at 3.634794e-01 0.6307216386\n",
"41069_at NaN NaN\n",
"41070_r_at 1.195319e+00 0.6794104326\n",
"41071_at -5.301457e-02 NaN\n",
"41072_at 1.996896e-01 0.5108203797\n",
"41073_at NaN NaN\n",
"41074_at 1.533952e+00 1.4866975676\n",
"41075_at -1.147556e+00 0.8654300690\n",
"41076_at NaN NaN\n",
"41077_at 1.099509e+00 NaN\n",
"41078_at 2.352632e+00 2.3538901309\n",
"41079_at 1.476074e+00 1.2761209625\n",
"41080_at NaN NaN\n",
"41081_at 1.553444e+00 0.7763126767\n",
"41082_at NaN NaN\n",
"41083_at 1.880616e+00 1.6334786266\n",
"41084_at 2.528066e+00 2.4029137854\n",
"41085_at 1.599138e+00 1.7681505705\n",
"41086_at NaN NaN\n",
"41087_at NaN NaN\n",
"41088_at 1.008314e+00 -0.3159272592\n",
"41089_at NaN 0.7018589727\n",
"41090_s_at -1.813551e+00 NaN\n",
"41091_at 2.677694e+00 2.5923334360\n",
"41092_at NaN NaN\n",
"41093_at NaN NaN\n",
"41094_at NaN -0.0378874550\n",
"41095_at 2.008638e+00 1.9744566409\n",
"41096_at 1.239217e+00 -1.1008998098\n",
"41097_at 2.137027e+00 2.2193079117\n",
"41098_at -4.894726e-01 0.9249190499\n",
"41099_at 1.459905e+00 1.3201079640\n",
"411_i_at 2.708709e+00 2.6982327752\n",
"41100_at NaN -2.8466943240\n",
"41101_at 1.691560e+00 1.5122999277\n",
"41102_at 1.998917e+00 1.6454556980\n",
"41103_at 1.879222e+00 1.4509708540\n",
"41104_at NaN NaN\n",
"41105_s_at -3.032005e+00 0.4791863758\n",
"41106_at 1.046370e+00 1.5592242034\n",
"41107_at -2.180522e+00 -1.1744323890\n",
"41108_at 2.454956e+00 2.3480625901\n",
"41109_at NaN 0.7223906340\n",
"41110_at -8.110581e-01 NaN\n",
"41111_at 2.323904e+00 2.1681615079\n",
"41112_at NaN NaN\n",
"41113_at 1.750749e+00 1.8515480235\n",
"41114_at 1.311061e+00 -1.5201844771\n",
"41115_s_at NaN NaN\n",
"41116_at 2.383758e+00 2.2667715154\n",
"41117_s_at 2.224789e+00 2.1524951018\n",
"41118_at 1.514657e+00 0.5808683329\n",
"41119_f_at 3.283952e-01 NaN\n",
"41120_at NaN NaN\n",
"41121_at 1.470493e+00 1.6178631399\n",
"41122_at 2.195545e+00 2.0979704956\n",
"41123_s_at NaN NaN\n",
"41124_r_at NaN NaN\n",
"41125_r_at 2.183285e+00 2.3025213196\n",
"41126_at 1.632358e+00 0.4933334770\n",
"41127_at 1.541843e+00 1.6778388584\n",
"41128_at 2.356560e+00 2.2569850803\n",
"41129_at 9.382825e-01 0.8058253041\n",
"41130_at 1.389822e+00 1.2622973962\n",
"41131_f_at 1.620216e+00 0.8528801167\n",
"41132_r_at 2.090611e+00 2.0348526582\n",
"41133_at 1.905460e+00 1.7194567424\n",
"41134_at 2.435674e+00 2.3678321917\n",
"41135_at NaN NaN\n",
"41136_s_at 2.105919e+00 1.9268085073\n",
"41137_at 1.715943e+00 1.6649392170\n",
"41138_at 2.613281e+00 2.4908990297\n",
"41139_at 2.415851e+00 2.2496816536\n",
"41140_at 2.242903e-02 -0.2065301245\n",
"41141_at 1.705885e+00 1.6185463585\n",
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"41143_at 2.833584e+00 2.8121823327\n",
"41144_g_at 6.574624e-01 1.6550088516\n",
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"41146_at 2.270745e+00 2.1583517708\n",
"41147_at 1.833924e+00 1.7720764690\n",
"41148_at NaN NaN\n",
"41149_at 7.347886e-01 NaN\n",
"41150_r_at -2.142349e+00 NaN\n",
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"41152_f_at 3.165313e+00 3.1348091276\n",
"41153_f_at 2.564913e+00 2.4274916243\n",
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"41155_at 2.822269e+00 2.7597505735\n",
"41156_g_at 2.673928e+00 2.5345235692\n",
"41157_at -1.417010e+00 NaN\n",
"41158_at NaN NaN\n",
"41159_at 2.004233e+00 1.8012704463\n",
"41160_at 2.319945e+00 2.0856703980\n",
"41161_at 2.580634e+00 2.4210085101\n",
"41162_at 2.768883e+00 2.7117103600\n",
"41163_at 2.584685e+00 2.4659331477\n",
"41164_at -2.760061e+00 -1.0388578379\n",
"41165_g_at NaN -1.5670079100\n",
"41166_at -2.588695e-01 -0.2763713339\n",
"41167_at 2.038421e+00 1.9483868532\n",
"41168_at 2.870598e+00 2.7900243000\n",
"41169_at NaN NaN\n",
"41170_at 2.454506e+00 2.3202975084\n",
"41171_at 2.849582e+00 2.7570376228\n",
"41172_at 2.223868e+00 1.9918080558\n",
"41173_at -2.385005e-01 0.2400091839\n",
"41174_at 1.325739e+00 0.9381780454\n",
"41175_at 1.985264e+00 1.9208191463\n",
"41176_at 2.411162e+00 2.2428310735\n",
"41177_at 2.704555e+00 2.5138569696\n",
"41178_at 3.193329e+00 3.1340123213\n",
"41179_at 2.303427e+00 2.1655372376\n",
"41180_i_at 1.619079e+00 1.5282316249\n",
"41181_r_at 1.699893e+00 1.9108083836\n",
"41182_at 9.141854e-01 NaN\n",
"41183_at 2.052931e+00 1.8803962032\n",
"41184_s_at NaN NaN\n",
"41185_f_at 2.857676e+00 2.7700044772\n",
"41186_at NaN NaN\n",
"41187_at 2.852719e+00 2.7434909860\n",
"41188_at 2.807649e+00 2.7121688975\n",
"41189_at 1.500244e+00 1.1986230672\n",
"41190_at 2.041549e+00 2.1979481138\n",
"41191_at 2.258601e+00 2.1344918792\n",
"41192_at 1.428501e+00 1.3667841944\n",
"41193_at NaN -0.3213088994\n",
"41194_at 2.931622e+00 2.8684568643\n",
"41195_at 1.098453e+00 1.1930986957\n",
"41196_at 1.319429e+00 1.2624573184\n",
"41197_at 2.671619e+00 2.5555102318\n",
"41198_at 2.831793e+00 2.7403028063\n",
"41199_s_at 2.206227e+00 2.1698557460\n",
"41200_at 2.616949e+00 2.5277216956\n",
"41201_at 1.841144e-02 0.4187913872\n",
"41202_s_at 2.542753e+00 2.3837319978\n",
"41203_at 2.602060e+00 2.4797938350\n",
"41204_s_at NaN NaN\n",
"41205_at 2.364979e-02 NaN\n",
"41206_r_at 3.076431e+00 3.0238230426\n",
"41207_at 1.095501e+00 1.2089150643\n",
"41208_at 6.396175e-01 NaN\n",
"41209_at NaN NaN\n",
"41210_at NaN NaN\n",
"41211_at -3.330049e+00 0.9400492008\n",
"41212_r_at 2.356774e+00 2.2866087750\n",
"41213_at 3.088287e+00 3.0268800945\n",
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"41215_s_at 2.164105e+00 1.9191841431\n",
"41216_r_at 1.285103e+00 -1.4049635631\n",
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"41218_at 1.666862e+00 1.3624132978\n",
"41219_at 2.276660e-01 0.4537569711\n",
"41220_at 2.860259e+00 2.7551343625\n",
"41221_at 3.108345e+00 3.0308353764\n",
"41222_at 1.458730e+00 1.7791933844\n",
"41223_at 2.620805e+00 2.5028039252\n",
"41224_at 2.723599e+00 2.6371080269\n",
"41225_at 1.973539e+00 1.7228469169\n",
"41226_at 1.251566e+00 NaN\n",
"41227_at 2.505376e+00 2.4359679691\n",
"41228_r_at 1.216646e+00 1.1885257674\n",
"41229_at 1.629578e+00 1.3168748444\n",
"41230_at 1.125901e+00 NaN\n",
"41231_f_at 3.210406e+00 3.2020574782\n",
"41232_at 9.069040e-01 0.5749489252\n",
"41233_at 2.571425e+00 2.4676955267\n",
"41234_at 1.908553e+00 1.7014454843\n",
"41235_at 2.673253e+00 2.5995707268\n",
"41236_at 7.551809e-01 NaN\n",
"41237_at 2.733752e+00 2.5148403877\n",
"41238_s_at NaN -3.0040555519\n",
"41239_r_at NaN NaN\n",
"41240_at 7.594478e-01 -1.8271476156\n",
"41241_at 2.445758e+00 2.2898536669\n",
"41242_at 7.770649e-01 1.0413158611\n",
"41243_at 2.283403e+00 2.1762037122\n",
"41244_f_at -5.462277e-01 -1.2243900253\n",
"41245_at NaN NaN\n",
"41246_at 4.459008e-01 1.1445018526\n",
"41247_at 1.092678e+00 1.4332542157\n",
"41248_at 8.202724e-01 0.9040729553\n",
"41249_at 2.103310e+00 1.8098323088\n",
"41250_at 2.605370e+00 2.5087240666\n",
"41251_at 2.173248e+00 2.0726759353\n",
"41252_s_at -6.858016e-01 NaN\n",
"41253_s_at 2.241020e+00 2.0909693920\n",
"41254_at NaN 1.1277654921\n",
"41255_at NaN NaN\n",
"41256_at 3.140973e+00 3.0374211498\n",
"41257_at -7.902764e-01 NaN\n",
"41258_at 2.665467e+00 2.6414689437\n",
"41259_at 2.229326e+00 2.0122001998\n",
"41260_at 1.369023e+00 1.2111938703\n",
"41261_at NaN NaN\n",
"41262_at NaN NaN\n",
"41263_at 6.446740e-01 0.2465353939\n",
"41264_at 2.053176e+00 2.0180049541\n",
"41265_at NaN NaN\n",
"41266_at 8.375581e-01 -0.7255003322\n",
"41267_at 2.683856e+00 2.5485796199\n",
"41268_g_at 2.819610e+00 2.7373820158\n",
"41269_r_at 2.184080e+00 2.0173152816\n",
"41270_at NaN NaN\n",
"41271_at 2.317017e-01 -7.2571369361\n",
"41272_s_at NaN -0.1725764250\n",
"41273_at 1.560619e+00 1.2198051341\n",
"41274_at NaN -0.8645171341\n",
"41275_at 1.699363e+00 1.4976628207\n",
"41276_at 1.819169e+00 1.8001247692\n",
"41277_at 7.843831e-01 1.2255221194\n",
"41278_at 2.407464e+00 2.3097094371\n",
"41279_f_at 2.073930e+00 2.1323734158\n",
"41280_r_at 1.984583e+00 2.1575130943\n",
"41281_s_at 2.277429e+00 2.2026558313\n",
"41282_s_at 1.440001e+00 1.2711262056\n",
"41283_at 2.303528e+00 2.2333037761\n",
"41284_at -5.276281e-01 1.0960436768\n",
"41285_at NaN -0.4953719125\n",
"41286_at 1.479976e+00 1.4960341169\n",
"41287_s_at 8.226390e-01 1.7919619400\n",
"41288_at 2.611944e+00 2.5009200012\n",
"41289_at 1.060701e+00 -0.2220413427\n",
"41290_at NaN -0.7949819641\n",
"41291_at NaN -0.8353884322\n",
"41292_at 2.390976e+00 2.3528895928\n",
"41293_at -2.754257e+00 NaN\n",
"41294_at -6.322178e-01 0.7618848826\n",
"41295_at 2.810038e+00 2.7233891175\n",
"41296_s_at -2.939224e-01 1.2250055314\n",
"41297_at NaN NaN\n",
"41298_at 1.432772e-01 0.3179230630\n",
"41299_f_at NaN NaN\n",
"413_at NaN NaN\n",
"41300_s_at 2.446688e+00 2.5078958704\n",
"41301_at 1.572698e+00 1.9837414211\n",
"41302_at 2.431235e+00 2.2550233807\n",
"41303_r_at NaN NaN\n",
"41304_at -5.676383e+00 NaN\n",
"41305_at 1.781717e+00 1.8293416203\n",
"41306_at 2.135628e+00 2.1377853859\n",
"41307_at NaN 0.7952928274\n",
"41308_at 1.963423e+00 1.8665710488\n",
"41309_g_at 2.458045e+00 2.3407489181\n",
"41310_f_at 2.235106e+00 2.1872930081\n",
"41311_f_at NaN NaN\n",
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"41313_at -1.795378e+00 1.4795528064\n",
"41314_at 2.726769e+00 2.6854513801\n",
"41315_at NaN NaN\n",
"41316_s_at 2.206316e+00 2.1185507768\n",
"41317_at -5.909965e+00 0.8500480336\n",
"41318_g_at 9.123881e-01 0.8296937658\n",
"41319_at NaN NaN\n",
"41320_s_at 1.891732e+00 1.7399452516\n",
"41321_s_at 1.674408e+00 0.4079456161\n",
"41322_s_at 2.952018e+00 2.8673910428\n",
"41323_at NaN NaN\n",
"41324_g_at 1.994916e+00 2.1172556856\n",
"41325_at 8.148044e-01 1.2014492948\n",
"41326_at NaN -1.3792566476\n",
"41327_at NaN NaN\n",
"41328_s_at 1.836014e+00 1.5810478162\n",
"41329_at 1.358786e+00 0.8118051393\n",
"41330_s_at NaN NaN\n",
"41331_at 9.458181e-01 1.4835762053\n",
"41332_at 2.615317e+00 2.5082587636\n",
"41333_at 5.061730e-01 -3.6204078392\n",
"41334_r_at 1.158197e+00 1.1793806345\n",
"41335_at 1.777571e+00 1.5537828733\n",
"41336_at NaN NaN\n",
"41337_at 2.631788e+00 2.5817656124\n",
"41338_at 2.245112e+00 2.0849000766\n",
"41339_at 1.730972e+00 1.6311775486\n",
"41340_at 1.228207e+00 0.2780391719\n",
"41341_at NaN NaN\n",
"41342_at 2.025237e+00 1.6365325380\n",
"41343_at 1.337786e+00 0.8456004731\n",
"41344_s_at 2.523429e+00 2.4681455995\n",
"41345_at 9.005702e-01 0.5270848592\n",
"41346_at 1.844436e+00 1.7914904957\n",
"41347_at NaN NaN\n",
"41348_at 2.161868e+00 2.0416887958\n",
"41349_at 1.785268e+00 1.6053698013\n",
"41350_at NaN NaN\n",
"41351_at 1.748427e+00 2.0601086738\n",
"41352_at NaN NaN\n",
"41353_at NaN NaN\n",
"41354_at 2.315264e+00 2.1000976030\n",
"41355_at NaN NaN\n",
"41356_at NaN -0.3162169903\n",
"41357_at 1.358959e+00 1.7205299229\n",
"41358_at 1.361290e+00 1.5276552748\n",
"41359_at 2.353217e+00 2.3562707817\n",
"41360_at 1.157913e+00 1.2291470421\n",
"41361_at NaN -1.9433064109\n",
"41362_at NaN 0.4977437331\n",
"41363_at 1.431348e+00 0.8259314677\n",
"41364_r_at NaN NaN\n",
"41365_at NaN NaN\n",
"41366_at 2.148146e+00 1.9677724476\n",
"41367_at 7.873892e-03 0.9923065737\n",
"41368_at NaN NaN\n",
"41369_at -1.176482e+00 0.4550073957\n",
"41370_at 1.551124e+00 1.5016627967\n",
"41371_at 1.924657e+00 1.4624558032\n",
"41372_at 1.549206e+00 1.1078045274\n",
"41373_s_at NaN NaN\n",
"41374_at 2.429965e+00 2.4877951682\n",
"41375_at 2.648944e+00 2.5153614870\n",
"41376_i_at NaN NaN\n",
"41377_f_at NaN NaN\n",
"41378_at NaN NaN\n",
"41379_at 1.468218e+00 0.8787022989\n",
"41380_at 2.051811e+00 2.0583081460\n",
"41381_at 1.140027e+00 0.8966454653\n",
"41382_at 1.278326e+00 1.9160565881\n",
"41383_at 1.813949e+00 1.7488166188\n",
"41384_at 5.428474e-01 -2.1630667060\n",
"41385_at -2.640002e-02 0.6064690909\n",
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"41390_at -9.620127e-01 1.0264369752\n",
"41391_at NaN NaN\n",
"41392_at 2.217917e-01 -0.7632163244\n",
"41393_at -1.039946e+00 NaN\n",
"41394_at 8.994881e-01 0.4459126348\n",
"41395_at 5.010581e-01 1.3687898813\n",
"41396_at 1.722310e+00 1.6028306839\n",
"41397_at NaN NaN\n",
"41398_at 5.850000e-01 0.6102704527\n",
"41399_at 1.693619e+00 1.5896224030\n",
"414_at 1.363786e+00 1.2435314506\n",
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"41401_at -2.447934e+00 0.0537178937\n",
"41402_at 6.518910e-01 0.4863078671\n",
"41403_at 2.774408e+00 2.5880240299\n",
"41404_at 1.287515e+00 1.5634952447\n",
"41405_at -4.905710e-01 NaN\n",
"41406_at 2.007398e+00 1.8736552779\n",
"41407_at 2.570202e+00 2.3797818633\n",
"41408_at 1.014880e+00 0.7009644549\n",
"41409_at NaN NaN\n",
"41410_at NaN NaN\n",
"41411_at 1.071327e+00 1.3809528176\n",
"41412_at NaN NaN\n",
"41413_at 2.579303e+00 2.4563061787\n",
"41414_at NaN NaN\n",
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"41416_at NaN NaN\n",
"41417_at 1.702094e+00 1.6229388478\n",
"41418_at 2.202622e+00 2.1845279538\n",
"41419_at 1.053133e+00 0.7196147236\n",
"41420_at NaN NaN\n",
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"41422_at NaN NaN\n",
"41423_at 1.568344e+00 1.7628904645\n",
"41424_at NaN NaN\n",
"41425_at NaN NaN\n",
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"41427_at NaN NaN\n",
"41428_at 2.067119e+00 1.9075335409\n",
"41429_at 7.751886e-01 -0.0312352131\n",
"41430_at 1.129210e+00 0.8707003797\n",
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"41432_at 8.962273e-01 0.6530971387\n",
"41433_at NaN NaN\n",
"41434_at NaN 0.0522519239\n",
"41435_at 1.923536e+00 1.7133524665\n",
"41436_at 1.888917e+00 1.6866421116\n",
"41437_at 1.794242e+00 1.5700802156\n",
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"41439_at 1.622893e+00 1.5833479894\n",
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"41441_at 1.341565e+00 1.3066993234\n",
"41442_at 2.343403e+00 2.2400458365\n",
"41443_at 2.088392e+00 2.1190738958\n",
"41444_at NaN NaN\n",
"41445_at 1.504428e+00 1.6976607467\n",
"41446_f_at 2.644137e+00 2.4484136173\n",
"41447_at 1.786892e+00 1.7376709933\n",
"41448_at -4.675581e-01 -3.5376872527\n",
"41449_at NaN NaN\n",
"41450_at 2.202185e+00 2.2481534909\n",
"41451_s_at 2.283410e+00 2.1647711200\n",
"41452_at 9.989783e-01 0.5668012074\n",
"41453_at 1.302445e+00 1.3360248731\n",
"41454_at 2.452222e+00 2.2888738843\n",
"41455_at 1.029416e+00 0.1362661988\n",
"41456_at 3.297155e-01 NaN\n",
"41457_at 9.025766e-01 0.5216987365\n",
"41458_at 1.966134e+00 2.1409757794\n",
"41459_at 5.731155e-01 NaN\n",
"41460_at 2.471892e+00 2.3293217675\n",
"41461_at 1.200820e+00 0.8049404769\n",
"41462_at 1.901983e+00 1.7417735700\n",
"41463_at 1.655518e+00 1.6017655901\n",
"41464_at 2.086556e+00 2.0156888425\n",
"41465_at 2.084372e+00 1.9569734697\n",
"41466_s_at 2.052532e+00 1.8956226257\n",
"41467_at 1.364582e+00 1.4867873340\n",
"41468_at NaN NaN\n",
"41469_at -3.810983e-01 0.5049910199\n",
"41470_at NaN NaN\n",
"41471_at NaN NaN\n",
"41472_at NaN NaN\n",
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"809_at 1.811933e+00 1.9004410990\n",
"810_at 1.969400e+00 2.0142405511\n",
"811_at 2.565598e+00 2.3674785398\n",
"812_at 1.764938e+00 1.7127386496\n",
"813_at NaN NaN\n",
"814_s_at NaN NaN\n",
"815_at -6.190685e-01 NaN\n",
"816_g_at 2.185986e+00 2.1132899513\n",
"817_at 5.932241e-01 1.1829227174\n",
"818_s_at 1.898443e+00 1.4755503934\n",
"819_at NaN NaN\n",
"820_at 2.182112e+00 1.9862253211\n",
"821_s_at NaN NaN\n",
"822_s_at 1.066791e+00 1.1079300707\n",
"823_at NaN -2.0464819432\n",
"824_at 2.522381e+00 2.3840759321\n",
"825_at NaN 1.0895714346\n",
"826_at 1.244861e+00 1.8933445487\n",
"827_s_at NaN NaN\n",
"828_at -1.619063e+00 NaN\n",
"829_s_at NaN NaN\n",
"830_at -7.873157e-01 0.6681927630\n",
"831_at 9.932922e-01 0.9389827568\n",
"832_at 2.409600e+00 2.4786705730\n",
"833_at 1.245543e+00 1.5282624642\n",
"834_at NaN -4.3088928653\n",
"835_at 2.292032e+00 2.3162919197\n",
"836_at -1.905651e-01 0.6068196205\n",
"837_s_at 1.944547e+00 1.7793205831\n",
"838_s_at 2.856557e+00 2.8175425724\n",
"839_at NaN NaN\n",
"840_at 1.897556e+00 1.6813524017\n",
"841_at NaN NaN\n",
"842_at 2.045531e+00 1.8868323780\n",
"843_at 2.207641e+00 2.0671849274\n",
"844_at 1.152847e+00 1.3144020755\n",
"845_at 8.065617e-01 1.1522289768\n",
"846_s_at 1.468426e+00 1.5416407641\n",
"847_at 1.905656e+00 1.7654751189\n",
"848_at -3.515443e+00 0.9259301968\n",
"849_g_at NaN NaN\n",
"850_r_at 1.556188e-01 1.5414393754\n",
"851_s_at 2.168173e+00 1.9798557473\n",
"852_at NaN 0.1995538229\n",
"853_at 1.986620e+00 1.4402371056\n",
"854_at NaN 0.4962231983\n",
"855_at 1.868534e+00 1.8997341267\n",
"856_at NaN 0.3358079758\n",
"857_at 1.923175e+00 1.8356945992\n",
"858_at 2.258216e+00 2.1678536295\n",
"859_at 1.878001e+00 1.7847027204\n",
"860_at 2.169618e+00 1.7839514322\n",
"861_g_at 1.846575e+00 1.7838947039\n",
"862_at NaN NaN\n",
"863_g_at 6.080485e-01 0.8445568989\n",
"864_at 1.983541e+00 1.8155546421\n",
"865_at 1.154005e+00 1.4037400705\n",
"866_at 1.021061e+00 0.6034153320\n",
"867_s_at NaN 1.4665968530\n",
"868_at 2.423446e+00 2.2527070000\n",
"869_at 2.290972e+00 2.1320603714\n",
"870_f_at 2.682563e+00 2.6618043368\n",
"871_s_at 3.683971e-02 0.8256624260\n",
"872_i_at 1.793770e+00 1.6193548873\n",
"873_at -5.495674e-01 NaN\n",
"874_at 9.066726e-01 0.6643445755\n",
"875_g_at -5.151491e-01 -0.7326964191\n",
"876_at -6.829831e-01 -0.3923515095\n",
"877_at 9.502285e-01 0.1620939623\n",
"878_s_at 1.536357e+00 1.6521793195\n",
"879_at -3.342223e-01 0.4731876679\n",
"880_at 2.690754e+00 2.6708268615\n",
"881_at NaN NaN\n",
"882_at 2.564212e+00 2.6091053378\n",
"883_s_at 2.134021e+00 2.0399336100\n",
"884_at 2.241059e+00 2.3644429136\n",
"885_g_at 1.956079e+00 1.8240455323\n",
"886_at -2.541165e+00 0.2016158292\n",
"887_at 2.170041e+00 2.1667756283\n",
"888_s_at 1.736492e+00 1.4648309386\n",
"889_at NaN 0.3393003636\n",
"890_at 2.250797e+00 2.1041184934\n",
"891_at 2.226467e+00 2.0734685285\n",
"892_at -9.237851e-01 -1.6973741278\n",
"893_at 2.916052e+00 2.8990479385\n",
"894_g_at 2.919127e+00 2.8807892262\n",
"895_at 3.250392e+00 3.2230510568\n",
"896_at NaN NaN\n",
"897_at 1.893780e+00 1.4301679252\n",
"898_s_at 1.575038e+00 2.0256878817\n",
"899_at 1.054835e+00 0.9541828426\n",
"900_at NaN NaN\n",
"901_g_at NaN NaN\n",
"902_at -3.076853e+00 NaN\n",
"903_at 1.992371e+00 1.8126027016\n",
"904_s_at 2.111846e+00 2.1343450565\n",
"905_at 2.711772e+00 2.6891018487\n",
"906_at 9.817983e-01 1.1179173470\n",
"907_at 3.177193e-01 0.2364896046\n",
"908_at 1.239931e+00 1.3556420576\n",
"909_g_at 2.178401e-01 -1.6844443180\n",
"910_at 2.768163e+00 2.7903984092\n",
"911_s_at 3.019938e+00 2.9546884785\n",
"912_s_at 8.317460e-01 0.2681236679\n",
"913_at NaN 0.7359215004\n",
"914_g_at NaN NaN\n",
"915_at 2.360926e+00 2.2707492291\n",
"916_at 9.956085e-01 1.6601216399\n",
"917_g_at 1.114087e-01 0.2137550644\n",
"918_at 1.846300e+00 2.0010654189\n",
"919_at 1.237517e+00 1.8318944909\n",
"920_at 9.605284e-01 0.9134166545\n",
"921_s_at NaN NaN\n",
"922_at 2.922565e+00 2.8849746889\n",
"923_at NaN 1.1295034859\n",
"924_s_at 2.155674e+00 2.0987412273\n",
"925_at 2.787716e+00 2.7344907039\n",
"926_at NaN -1.0217216947\n",
"927_s_at 1.955516e+00 1.9426765962\n",
"928_at NaN NaN\n",
"929_at NaN -0.4954043466\n",
"930_at NaN NaN\n",
"931_at NaN NaN\n",
"932_i_at 2.327036e+00 2.3809534763\n",
"933_f_at 2.035866e+00 2.0196757305\n",
"934_at 4.815397e-01 1.3801364624\n",
"935_at 2.579318e+00 2.5111441211\n",
"936_s_at 1.932851e-01 -1.7671626475\n",
"937_at -6.202441e-01 0.8553052988\n",
" [ reached getOption(\"max.print\") -- omitted 126 rows ]\n"
]
}
],
"source": [
"log2e_mmgmos<-log2(e_mmgmos)\n",
"show(log2e_mmgmos)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"library(limma)"
]
},
{
"cell_type": "code",
"execution_count": 39,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
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C07DAoKeuutt7Rp+eeff3p4eGjZLQAA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\nQ4YMMTY2JjU+GgAyp06dOr18+dLAwIDP5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WLvvXXrFruH7duNiYmxtbW1tLScOnXq33//LbvblOO4X375hT7VtWvXbdu20e+bh4dHoZOe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\nuRLrEAAAAABJRU5ErkJggg=="
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"limma::plotMA(log2e_mas5)"
]
},
{
"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": "3.2.4"
}
},
"nbformat": 4,
"nbformat_minor": 0
}