Entering edit mode
10.2 years ago
Mo
▴
920
Hello,
One of the first question I always have is how to visualise my data before even start analysing it. There are quite some statistical techniques which you might use to decompose your matrix and then for example only visualise linear combination of the entire matrix. However, what if I don't do such techniques to reduce the dimension of the data?
It might look very simple in some way, but believe me, it is very difficult when we need to understand the data in an unsupervised way before start working on a given data,
I uploaded an example data set in the attachment.
Any suggestion?
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| "1911_s_at" 275.782161587333 86.6808559834914 308.764949736225 292.155305043662 140.255039758876 320.623769601244 | |
| "1912_s_at" 75.52348419681 250.959182704605 277.042339232194 83.491859375252 231.010587618202 172.664921382698 | |
| "1913_at" 177.742012978901 181.759876772189 135.284275491221 279.010272058739 291.382086366134 232.796246830007 | |
| "1914_at" 105.642431183231 55.9396754587562 64.8598847310152 137.402867647484 123.673857583147 24.6598510917753 | |
| "1915_s_at" 1253.04883278392 1415.26289936389 1507.08910942848 1535.47958972687 1312.74597088297 1550.44589709217 | |
| "1916_s_at" 1481.89847679846 2443.11151037733 2939.36923212548 2346.27620112401 2185.32794511441 2504.45482655945 | |
| "1917_at" 553.577119289393 885.291728181072 827.98033520627 882.413096378629 1080.80505304236 732.354524288395 | |
| "1918_at" 147.617110584978 45.5693649159263 46.6944005346502 79.961468951741 92.4460238781874 150.989563298659 | |
| "1919_at" 94.8854699812103 38.5527394694704 70.2240077174952 33.4873559098688 14.5275901595625 38.5662417486524 | |
| "191_at" 118.390888598130 296.781188908788 55.7019045647495 247.486093297283 346.589898074164 194.430753741846 | |
| "1920_s_at" 346.524831768788 269.842396611719 171.045501269004 237.861240449400 199.684655174416 279.666436831624 | |
| "1921_at" 89.7673543000751 68.717241353677 24.0101507827662 92.2131446027625 44.2658358440216 15.229293966143 | |
| "1922_g_at" 125.125655871392 29.1743080695321 15.6499273766257 189.235464850076 24.8405591138006 13.1871814437051 | |
| "1923_at" 242.148187197878 170.249681026192 173.256228462167 83.8668056972772 219.057111669840 153.191966740688 | |
| "1924_at" 496.896921954286 370.059262994387 552.163188373269 434.033327124983 603.468904366894 479.158615913981 | |
| "1925_at" 1572.76197596384 1149.92570560090 527.394261702148 1954.4584077129 863.76428132063 754.47109434373 | |
| "1926_at" 615.256991660889 687.755774252815 826.694241830782 964.990697041752 748.014107860551 830.426205109988 | |
| "1927_s_at" 54.7615668497019 43.5887371628524 14.0679148586776 35.1757255334943 12.6467811232899 92.2035564875315 | |
| "1928_s_at" 164.107308088429 126.482089080202 125.126558577295 107.549402866944 229.735020466275 131.791417552801 | |
| "1929_at" 165.531503283687 178.541882965661 114.045809340505 98.3630205406024 114.155084021208 77.4463047648244 | |
| "192_at" 1228.11814308238 1562.53281682151 1331.55525046538 1319.00500120230 1721.47793765327 1320.64187947785 | |
| "1930_at" 349.747639555099 369.36467926034 404.905588035589 362.554646980145 589.933735150225 367.936361476766 | |
| "1931_at" 17.0886891146732 134.988109391005 52.8436926923133 10.4781669691537 9.51681596286697 5.30215035883624 | |
| "1932_at" 244.973892135229 209.120659091301 220.028171566491 329.07024717343 200.308792208603 137.72435075609 | |
| "1933_g_at" 342.913814618220 390.853297852602 267.039251567957 345.712239521539 196.496597380365 269.061314457032 | |
| "1934_s_at" 37.0024226036955 12.5980908928949 40.7911608736313 25.9683660668044 23.7944926387291 10.2231879704545 | |
| "1935_at" 161.221950344544 135.197401302604 6.28155109205246 96.1982732103008 81.8331101816293 10.6642621488700 | |
| "1936_s_at" 1163.85901331890 742.054762599303 1110.97586602818 988.585491488294 961.107166166492 806.859420315243 | |
| "1937_at" 227.398744493291 275.969105943791 339.778486394999 292.339483035533 327.379270372571 204.862300472606 | |
| "1938_at" 171.589746256641 195.148121372501 217.260520453504 208.098355800973 128.279935732434 284.730436059627 | |
| "1939_at" 442.048629999312 410.561855256344 395.215931888739 356.859792637876 293.162269666566 341.614282950042 | |
| "193_at" 277.863986256264 278.724895034974 222.843654954578 364.861859249964 333.466858255265 260.360866092727 | |
| "1940_at" 678.040179151513 699.589587298665 685.401245860636 633.144384677907 763.362546913566 776.795878087253 | |
| "1941_at" 165.160002393164 14.2623583814513 31.5672109523271 23.9324102663752 12.3498951850393 20.6474325631096 | |
| "1942_s_at" 397.504240033048 494.399334866495 448.309049868238 576.62717149281 644.465093893548 629.548251204446 | |
| "1943_at" 167.946509476138 256.030792909533 116.327379056135 69.1590155551801 169.306568219568 74.1654159655372 | |
| "1944_f_at" 2491.07059673021 2329.87804645461 1358.35769605259 2997.30475052759 1306.14497374754 918.221438265754 | |
| "1945_at" 46.727999741065 195.032302683431 10.7790063719005 37.665012163651 22.0982514653485 73.3246339834521 | |
| "1946_at" 144.889282353210 175.147850562503 85.2503965705127 79.502739339258 119.918840167308 253.339946255450 | |
| "1947_g_at" 228.106252111077 315.912183503658 303.242650951724 151.415079248693 99.6480469609789 65.3934448040794 | |
| "1948_f_at" 152.735651291358 188.279891285118 120.223433588794 272.852154331172 142.389528897794 72.1020909158365 | |
| "1949_at" 143.575776063375 18.0704034284097 20.3001325389055 179.909111984061 89.737342183847 77.5155051255033 | |
| "194_at" 13.0343846279039 30.2314540790596 4.9583518697343 23.4484692113759 21.8893193171795 21.8985431009798 | |
| "1950_s_at" 341.458416251955 182.334831925440 148.780959406647 389.124242726821 225.240359750005 91.8394718038622 | |
| "1951_at" 34.8662657035376 28.5644313612048 27.5920913874074 96.8339748620095 26.6340043784614 12.7414144673905 | |
| "1952_s_at" 54.4872883201976 98.335368769923 10.9930633058837 65.7524194171808 57.5299128836438 48.7398720211259 | |
| "1953_at" 4464.24977680378 4478.03158008359 4956.31042625816 4095.53648237124 4626.23884513127 4720.5852591217 | |
| "1954_at" 220.101584821670 277.679719785468 216.926881158993 340.854897956506 249.754937241374 161.179184300428 | |
| "1955_s_at" 164.722792324107 261.007843691973 107.163581478219 272.495068868248 36.3497497315277 37.6812404982591 | |
| "1956_s_at" 328.513414889665 295.474255795375 135.075588238351 81.3785620607716 33.4673771037222 68.1141756639748 | |
| "1957_s_at" 21.6498405705451 120.632555556099 9.96813179558465 66.6032214362099 95.064984256252 99.3001313965355 | |
| "1958_at" 55.6548456448944 9.99522882588659 10.2344648434795 49.6651035308671 9.91739392749288 18.4045299107416 | |
| "1959_at" 665.894814017495 570.49145269664 615.15813158448 729.13489593092 677.295032053141 763.610315308931 | |
| "195_s_at" 520.006917684875 694.229664131514 643.515341069653 648.963061512654 502.763782887676 613.132591523848 | |
| "1960_at" 109.484937137055 21.3952491675909 62.2263108211758 142.521329599403 29.9614018071573 37.3423024912878 | |
| "1961_f_at" 48.6881519333276 56.6285569588091 22.1462194391715 35.9933384151565 22.8741340632295 23.9174524884701 | |
| "1962_at" 11.4611477386425 100.793190256574 7.7144895296916 9.42865409700337 11.6569249830149 77.4910468494072 | |
| "1963_at" 309.541418398217 174.541716571282 161.32109106623 101.883532074629 363.854665310247 179.163705480321 | |
| "1964_g_at" 181.912997808101 225.29897598037 198.586169497424 260.687664909953 260.808060366153 234.466287319269 | |
| "1965_s_at" 131.818795678128 248.275386278061 286.710342820169 135.054197184563 70.3376452591289 126.421707967099 | |
| "1966_i_at" 209.391943019843 159.006858125755 122.146639779976 200.83086022756 142.627062323191 151.664466299971 | |
| "1967_f_at" 909.820114419834 780.348485695468 750.712595563563 187.352643162377 957.975039361441 1634.18325966750 | |
| "1968_g_at" 123.230965143431 36.3863100058807 73.4429637494721 85.832552363924 94.4506505577138 34.2081803509581 | |
| "1969_s_at" 167.504602850227 32.2754502113228 116.028649662879 58.295206713005 150.561696100930 196.923941104232 | |
| "196_s_at" 7.181008894812 75.5590823139926 7.91439683255586 70.5893678072032 63.2721273186188 9.82118758268133 | |
| "1970_s_at" 363.902956281683 336.637378297293 573.929319411966 432.615018206352 425.931681374127 597.853338553737 | |
| "1971_g_at" 282.291685599346 355.182887352495 457.058534289274 331.943060029858 154.737023655211 164.149288205278 | |
| "1972_s_at" 264.805633189614 213.95038342878 193.552378985777 272.517413768207 247.535773270967 183.864612982526 | |
| "1973_s_at" 816.807019184179 828.915412489073 728.756226813695 761.843533071684 877.137670553255 767.338857061118 | |
| "1974_s_at" 248.370653354376 146.883608784438 94.7856450091454 199.536298595587 36.8836045518654 46.2312401329658 | |
| "1975_s_at" 790.2360437774 668.689845412252 737.164097914332 985.691932107634 580.924608065166 182.073334440267 | |
| "1976_s_at" 75.7864085263809 252.479839821976 56.8121423610052 215.49075925192 114.464003607582 44.2153698427146 | |
| "1977_s_at" 38.6770672509323 86.8659869194457 22.7448169878327 228.880816897251 29.3207712996958 16.4155311107290 | |
| "1978_at" 45.6708032491997 90.9971866829327 25.6055295555257 46.5761020180230 16.8343789464891 19.4077786614816 | |
| "1979_s_at" 270.417197020016 148.112733207635 408.130100193075 191.248225096025 162.398749769260 244.826659300548 | |
| "197_at" 901.531890111427 901.9752442607 711.885904710967 987.37397247369 755.221812238316 886.962601067201 | |
| "1980_s_at" 4772.25303981971 4617.8352208663 4237.51664472298 4572.48051466283 4273.6830971133 5089.74787345592 | |
| "1981_s_at" 271.123083493646 62.9451348325647 81.045698331548 36.0854208644742 240.489338918803 57.4641144859682 | |
| "1982_s_at" 119.705146188958 78.6968837988715 186.730928906406 82.8986799318345 58.700890573176 52.5625002702092 | |
| "1983_at" 823.975521216705 258.677251694051 267.372349111279 625.67980710457 87.9191107880673 367.315495300844 | |
| "1984_s_at" 258.597124578203 182.834866201121 178.073505664529 76.1655313180052 195.666538675341 174.728569218937 | |
| "1985_s_at" 1472.34694432987 1331.58970408653 1656.23315779216 1790.03667988817 1541.16285643538 1447.73606717013 | |
| "1986_at" 207.996426916684 185.551975249895 199.660792857549 158.365914354342 155.105442481379 91.970780838673 | |
| "1987_at" 36.1238850274194 155.886471755429 15.3093096646354 64.1149528672511 169.480970033898 88.7899638582754 | |
| "1988_at" 563.323747892109 363.423364756352 784.479740812831 441.726657544039 397.534913336736 692.457729457148 | |
| "1989_at" 9.04735044636095 40.926145895423 22.8824941627923 67.0797326909694 126.565508331039 1.59231226687861 | |
| "198_g_at" 234.325031374286 422.236193566019 914.232260278173 787.445014764317 977.38027776314 1019.98041144677 | |
| "1990_g_at" 63.0958998238472 7.08828195962942 15.1749317797718 121.618331655988 14.1459869994791 11.9449408551524 | |
| "1991_s_at" 675.059605874026 550.042305639994 617.831046693268 330.662886418823 465.400817709998 325.115462050913 | |
| "1992_at" 299.000983261449 183.501835159247 278.027689413817 175.114552737080 247.037920548316 128.070204520684 | |
| "1993_s_at" 95.0201377034618 45.8935556151018 55.1406721431407 53.3787808158819 28.8510639026399 153.423381983681 | |
| "1994_at" 100.396346507457 114.637520046781 114.556232984944 17.0568718388971 19.7012743351928 49.762792032343 | |
| "1995_at" 507.94244673415 456.185101579756 475.11472744818 374.390295089447 481.457042344244 212.934779808430 | |
| "1996_s_at" 55.3885101863466 82.3079243552612 43.2865817852704 63.7729696392678 87.1902113664754 193.107310884035 | |
| "1997_s_at" 62.8702167743548 93.1456882764785 267.317346716237 161.472419258845 424.850648335076 197.540587465488 | |
| "1998_i_at" 1997.42853768998 1968.00471890396 1691.49026496794 2509.8455971587 1886.10218683473 2153.72925979631 | |
| "1999_s_at" 173.918432122557 185.123253368368 70.555723901431 153.936211630349 128.913432502252 103.650295616473 | |
| "199_s_at" 83.0671720967712 196.224866836936 216.436817857507 369.432607049313 292.881972592364 343.512244089332 | |
| "2000_at" 300.338642299712 271.864312723155 240.489315177001 139.318798457591 335.218596937594 360.296095892167 | |
| "2001_g_at" 199.580534184565 132.831979593127 42.9523027800723 89.2433895680356 32.7101284611142 205.257455730915 | |
| "2002_s_at" 42.4585020804991 139.859899731610 88.7953926649785 104.128976358731 22.7528510236443 67.7692791960261 | |
| "2003_s_at" 533.218404664528 399.68220397201 471.358367888853 448.642356579105 393.928794603326 378.162592379179 | |
| "2004_at" 106.508752655272 21.9367782491397 4.95600129858817 167.375847472444 40.4233604809116 28.3281587009243 | |
| "2005_s_at" 407.592438198741 195.004997477851 423.366728449392 592.271075273896 289.616132494095 217.500474314229 | |
| "2006_at" 226.352632213406 66.0922602675065 379.369250399314 77.961835304279 78.302963897892 47.6912897364669 | |
| "2007_g_at" 114.544320706776 110.353367316831 107.126047362126 293.802066263927 147.942145946695 149.966305835380 | |
| "2008_s_at" 20.6984280734246 68.275823475202 68.5543258882072 21.9094362724265 99.0527997596853 64.063708886994 | |
| "2009_at" 147.634694976347 204.615612830072 200.978189933407 260.543627483822 149.929839435753 120.670685617790 | |
| "200_at" 14.2587713349080 11.8148850691103 14.9519428698059 9.7105140635877 35.9896272644050 10.5101552704688 | |
| "2010_at" 806.502286542014 918.456634624482 727.818683752074 762.345515440886 650.181572838516 903.017656816162 | |
| "2011_s_at" 39.8176561823235 42.690503605295 113.297728405966 45.951813658698 31.4552213673712 136.206986152140 | |
| "2012_s_at" 77.3645488365827 183.810227452155 171.493250385415 111.893167382247 61.7486342580464 139.237398465466 | |
| "2013_at" 1429.01025438131 1207.43527924645 598.430127668365 923.1680216211 775.786065085248 636.183580035275 | |
| "2014_s_at" 204.024181219147 176.956170722064 123.945855408305 284.600054226338 77.0089379872659 157.428524809656 | |
| "2015_s_at" 75.4891267649359 37.4038861796036 80.4149391233771 44.274175773296 117.520306439525 118.513805491883 | |
| "2016_s_at" 34708.8978524610 42402.9409593538 49586.2750579346 38026.8231626317 38458.2673420080 52967.8852356418 | |
| "2017_s_at" 485.894324083691 522.151324609531 519.265598629618 490.821980470564 425.831356771116 620.738147044508 | |
| "2018_at" 55.9381593146355 47.4877848500612 52.8958987344613 66.5062891930273 51.7746473205885 49.8706395479838 | |
| "2019_s_at" 361.607323537961 204.789239548959 59.7025727019148 501.90060669013 353.138416120497 32.0461080759528 | |
| "201_s_at" 7782.99080696491 10326.5526671459 12325.8100816284 10568.4614337986 10678.5684505150 19513.1497749983 | |
| "2020_at" 1261.35809143403 1616.75830725385 1123.97093028812 1347.32498405637 1333.35796600669 1234.42863311410 | |
| "2021_s_at" 86.9522024832578 134.843234618131 94.2421345490968 164.844872183523 32.1419155611650 67.9460525770946 | |
| "2022_at" 25.7706533991065 21.7517762697994 99.0328894132268 25.6532403696329 11.1740708230792 61.852986646491 | |
| "2023_g_at" 87.0997472014074 96.6982509210614 206.356788214725 183.591090063248 122.633994830064 93.0593192596121 | |
| "2024_s_at" 240.94473062521 101.641559457117 130.534821147216 359.192240362789 158.830156211035 36.1541089155887 | |
| "2025_s_at" 530.50701858722 962.586761095308 798.864133969052 511.693989218749 866.367003551241 818.893810694656 | |
| "2026_at" 11.2290814277506 6.4076698089251 6.36370083341907 10.2862512072899 23.5354507419879 6.6934335694221 | |
| "2027_at" 426.028223279477 174.54702238063 485.048598315083 241.563202088186 123.781435151006 105.430323842067 | |
| "2028_s_at" 313.498209437814 196.745133577440 167.260050118849 274.625114248341 166.666386750620 84.7314762629837 | |
| "2029_at" 6.98593307842939 31.8184604127384 36.0607318544323 32.1177468019423 94.038874888292 74.1395611241318 | |
| "202_at" 285.137193463722 267.257992979124 336.767091350219 195.562344015359 216.966253364540 64.660704098271 | |
| "2030_at" 598.765194684018 324.476834850485 175.030287506325 426.617988609652 499.889956093848 380.473962529697 | |
| "2031_s_at" 1809.35850869612 1361.11558445264 1803.93154917621 2261.27279105742 1840.56634565912 1717.54067177473 | |
| "2032_s_at" 1269.32182015035 1441.04629678077 1726.54544535094 1305.76665434612 896.361652354924 1141.75263545334 | |
| "2033_s_at" 314.899348731502 227.092511690975 48.6441880482096 149.124871940085 156.313817071888 146.483174754164 | |
| "2034_s_at" 41.756595498525 20.9804361489413 38.2033316549368 25.547228566551 25.284614406635 28.0954695087833 | |
| "2035_s_at" 3056.37918112224 2734.09220362108 2924.12998482960 2934.52895718330 2345.21435839034 1990.19718527075 | |
| "2036_s_at" 522.892752546677 519.929875850346 544.177996168296 385.097080166119 479.364183052639 535.85226765788 | |
| "2037_s_at" 369.306988730715 310.699106863600 308.039850422672 237.936358680204 327.121980792803 100.959645075282 | |
| "2038_g_at" 208.739649893107 149.440649125554 228.450153405798 146.458625021844 176.383921280162 146.419849177925 | |
| "2039_s_at" 354.093533606237 456.424656988586 84.8845823262982 418.430242178688 376.446360439326 210.163826303237 | |
| "203_at" 379.810091857782 373.814372175535 363.032283576455 142.982748245617 269.326839178877 297.684395749265 | |
| "2040_s_at" 128.906470844242 100.705351441216 116.157453141382 196.816069046298 88.5630885771807 108.418619097596 | |
| "2041_i_at" 528.065503103544 454.155788424863 93.6440345617638 496.893959369761 50.4595147975819 85.1406532865647 | |
| "2042_s_at" 19.1865093502364 20.6979002882429 9.8409235467612 9.9949265608689 32.2010165204481 75.6280470640866 | |
| "2043_s_at" 292.799145718721 156.884296189006 294.77730787697 200.590362016954 137.481575773862 221.505616882212 | |
| "2044_s_at" 134.716949291140 225.880632597001 230.696403958686 197.348377668103 150.908954551073 171.615597227943 | |
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| "38055_at" 650.633729437873 874.608095426786 531.369003936198 999.634074448327 681.406031976676 612.60697584592 | |
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| "38072_at" 610.128217528473 499.276248329153 722.854941475578 651.759120431155 560.61678811731 601.094825732449 | |
| "38073_at" 372.541694967218 298.226585427036 204.279508047706 227.563147238299 300.013295858576 281.964619511082 | |
| "38074_at" 1921.78133797632 1932.67267217224 2136.36668479682 1366.75580708121 2103.3886959712 1949.50510800490 | |
| "38075_at" 2686.23425215713 2711.26813740581 3345.23521121997 2713.37488415751 2666.16383382227 3199.16636808984 | |
| "38076_at" 2877.74833946564 2639.63401877699 2679.7411529384 2492.78381693986 2531.65062917266 2744.16271262435 | |
| "38077_at" 1090.08084449060 1059.10080276722 1318.85435808765 952.698994925473 956.83240172896 1023.25471635401 | |
| "38078_at" 295.17984037268 281.501553366350 302.790715339324 318.364158879885 314.082412040346 376.871785453956 | |
| "38079_at" 823.26357692572 802.392450157905 788.310073816707 775.768913337734 907.034872890506 1004.65507710405 | |
| "38080_at" 7763.03628387825 8184.96653252804 7698.94929873253 7999.31494036702 8196.64000033768 8573.10967384115 | |
| "38081_at" 1108.28260856898 1229.08591243965 1349.33229856601 888.765887880155 1095.49309655378 1332.27419659691 | |
| "38082_at" 194.155231992422 203.972976487785 227.996453670617 248.243972221818 255.426796724925 237.713181064693 | |
| "38083_at" 50.6760428494941 87.828667514498 101.902407300803 57.7843944921869 142.628891524974 169.413318350641 | |
| "38084_at" 708.80607591461 513.961851542934 803.439554067714 561.968710807047 542.382583806815 598.963312278403 | |
| "38085_at" 465.607743707997 405.509488723499 538.222344193564 532.167456224893 515.545891978877 564.661012559668 | |
| "38086_at" 38.1283414882914 87.123030890001 47.2929277636056 11.9245613105092 28.5255722979852 62.991027014779 | |
| "38087_s_at" 262.456398727622 176.171216114735 319.31716699612 508.150154025312 488.09838463542 635.213101196023 | |
| "38088_r_at" 517.65935397953 551.350964537001 436.368454234212 890.13760290036 900.963643320822 184.063610912000 | |
| "38089_at" 233.234279935205 270.359233403566 229.381200605061 423.781814622798 242.691945532367 242.591082054681 | |
| "38090_at" 255.183541897088 339.780909045331 458.702496754241 436.446932081266 339.621142893033 282.378137457954 | |
| "38091_at" 2495.53336385196 2200.13603381098 2208.79421587038 2608.30391176299 2016.87981715548 1805.36558812084 | |
| "38092_at" 53.5052438640442 139.046014231822 94.3350052875844 27.9874197039067 15.0240464566831 19.0911180609105 | |
| "38093_at" 710.322764320644 553.445746817967 617.250511172949 559.460142524709 671.57047394736 720.98699285042 | |
| "38094_at" 1024.74122498202 1293.05827851705 954.775265038962 1007.24260137258 1070.99258675797 781.11372111618 | |
| "38095_i_at" 2350.84043233323 2447.12692375765 2430.45799466339 2759.4252314496 3085.56267129564 3482.83714300157 | |
| "38096_f_at" 1329.60821227776 1362.98997336328 2152.63957349529 1487.27908811251 1752.73235245209 2140.27595024604 | |
| "38097_at" 5268.97016225915 5768.46538307506 6375.4681375745 4582.77841330518 5465.86005826066 6214.10557359302 | |
| "38098_at" 290.455117442703 290.640782751452 338.097872912826 272.284974373769 304.230076049004 335.256038439298 | |
| "38099_r_at" 37.2296018218705 57.7597752948211 40.905962134022 130.907526880708 139.010793774271 81.2344087213545 | |
| "380_at" 50.4247562930137 21.5880127977088 72.2601963458158 64.0067529042959 21.4913921519563 69.9334380899966 | |
| "38100_at" 381.141782606443 405.443099894237 363.483684664533 345.78941767357 393.694986528503 374.620149966731 | |
| "38101_at" 502.540536122896 666.425484363306 574.849008753405 520.833175580173 489.600259868814 558.513228547633 | |
| "38102_at" 515.72370242649 556.899193676298 513.651747899075 484.903488060741 503.348297465367 524.410575526691 | |
| "38103_at" 902.754547770215 717.65231929484 497.892601652926 874.445459340929 1002.27659891678 882.531772370825 | |
| "38104_at" 791.014429963635 732.805095250276 532.026357535334 684.665717622946 724.025237570109 437.537145320739 | |
| "38105_at" 475.928843545438 490.886574808886 568.417503792465 563.046966291541 483.457760305339 465.517287547649 | |
| "38106_at" 904.010986928022 758.287523507382 690.269140672493 688.683819261607 599.944782223833 731.877521729477 | |
| "38107_at" 677.474549613592 495.145454985996 279.165757352119 654.844166217625 351.90009911701 616.833646242515 | |
| "38108_at" 200.296802199403 295.582352753798 273.244244039068 274.067162161513 59.326468606185 238.272530978327 | |
| "38109_at" 462.9492176 |
depends on what are the questions you want to ask from your data.
most of significant answers are only when you have normalized your data on quantiles or gcrma or rma.