Sorting Data Frames

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# create a dataframe with simulated values
x <- runif(1000)
y <- runif(1000)
z <- runif(1000)
a <- runif(1000)
data <- data.frame(x, y, z, a)
rm(x, y, z, a)
# decsending order by x
sorted.by.x <- data[order(data$x),]
# ascending order by x
rev.sorted.by.x <- data[rev(order(data$x)),]
# decsending order by x, then decsending order by y
data[order(data$x,data$y),]
                x            y            z            a
303  5.295919e-05 0.1204359422 0.9703838271 0.7231496098
383  1.237667e-03 0.0232438489 0.1465805110 0.0851279420
619  1.673124e-03 0.1365318072 0.9513013442 0.9480992046
734  3.485756e-03 0.3896681438 0.7818035772 0.4832775032
729  4.047136e-03 0.6032040203 0.8416923857 0.7388109227
540  4.450090e-03 0.7839346875 0.8724803079 0.7039877982
526  4.811044e-03 0.1644457914 0.8606297760 0.2149697687
221  5.262941e-03 0.7496829620 0.5915243248 0.5111032834
976  5.915495e-03 0.1467177877 0.5859653547 0.7332504124
655  5.926213e-03 0.9971644639 0.9051821379 0.0360658306
148  6.219728e-03 0.6400448126 0.4648889787 0.8088550009
377  6.332923e-03 0.9780813723 0.9711977362 0.3919512555
408  7.536154e-03 0.9335733175 0.2217237891 0.3612280563
711  1.088239e-02 0.7630118555 0.0229528935 0.3443508230
911  1.095516e-02 0.2363499582 0.8551534784 0.6333606143
65   1.144816e-02 0.7084740028 0.4861036197 0.2580578546
363  1.150916e-02 0.1917956767 0.1217198134 0.9937900794
705  1.153814e-02 0.4445220514 0.9677767872 0.0999215310
46   1.212282e-02 0.1686070703 0.9703171740 0.4584224371
899  1.378918e-02 0.8179709974 0.5233321108 0.4256918016
735  1.403186e-02 0.3021712338 0.0021654337 0.6069038438
483  1.563843e-02 0.3273374741 0.7909335610 0.8833499607
209  1.657456e-02 0.1767632426 0.1946207290 0.8856602288
889  1.669147e-02 0.1116664631 0.2913762052 0.6909863462
290  1.768020e-02 0.7419006687 0.4205079689 0.2014388400
350  1.843499e-02 0.6882277138 0.5400942031 0.2174427991
634  2.099280e-02 0.5042717620 0.4111023666 0.9850776410
608  2.102597e-02 0.9125351012 0.3687413326 0.4323339632
369  2.159906e-02 0.3393238424 0.6898832079 0.8640246578
921  2.161493e-02 0.8665527280 0.4066659261 0.5577461172
517  2.177702e-02 0.2203728077 0.4019209784 0.1270760628
558  2.200838e-02 0.7305671314 0.2817107844 0.2291091264
305  2.347650e-02 0.9955582197 0.8692406646 0.9987308430
87   2.462679e-02 0.1568865965 0.4025761602 0.1186037876
999  2.734852e-02 0.6253932496 0.8977466887 0.2464844906
676  2.810440e-02 0.1526070507 0.6128168963 0.3262831955
934  2.846152e-02 0.4572117925 0.6621152451 0.6681876427
874  2.921400e-02 0.5304798745 0.6218344197 0.1185710018
50   2.956842e-02 0.3610363912 0.3614374173 0.1628155101
681  2.987074e-02 0.5666154118 0.4266912919 0.9947711267
553  3.057003e-02 0.5300741000 0.2638640178 0.5263646862
411  3.073603e-02 0.6707223190 0.7584439979 0.4931763541
599  3.145138e-02 0.7321615338 0.3246885270 0.5940708797
618  3.393911e-02 0.7505416535 0.0093650285 0.5140734110
397  3.520756e-02 0.1078986151 0.4296066554 0.4330902901
904  3.544645e-02 0.2732609522 0.1537657166 0.8951381890
851  3.588146e-02 0.8418821299 0.5244332757 0.4464718336
241  3.820585e-02 0.4993953491 0.8776033325 0.6530134045
224  3.878373e-02 0.3318573360 0.8290444997 0.5772491475
928  3.963831e-02 0.3233868040 0.4938660888 0.4603016216
456  4.126051e-02 0.2253331910 0.9907204665 0.7801127329
401  4.130090e-02 0.3177338517 0.1623618144 0.4811617702
142  4.312398e-02 0.6395165434 0.7354726135 0.4028844202
852  4.394213e-02 0.3481224021 0.4233243514 0.5320787481
21   4.434660e-02 0.2497578112 0.8797780857 0.9574402480
30   4.496744e-02 0.6161348606 0.0847757433 0.9894191732
967  4.504113e-02 0.6513337488 0.4220791035 0.1859614677
937  4.532184e-02 0.8382168321 0.8400939773 0.8855387792
995  4.584503e-02 0.0271474563 0.7668463141 0.2119980438
242  4.603780e-02 0.7619820423 0.2458257792 0.7378844658
821  4.674379e-02 0.0166342987 0.4126277715 0.6160769064
908  4.946176e-02 0.0091021021 0.4468885898 0.0090823087
143  5.100950e-02 0.7026735116 0.7360279341 0.8216344712
236  5.135953e-02 0.2848562498 0.7926417384 0.0981135592
728  5.192096e-02 0.5092771295 0.7860547192 0.7448664235
171  5.326051e-02 0.0437449550 0.7885682331 0.0253061599
785  5.344370e-02 0.5329161407 0.4281311787 0.3757226518
300  5.359152e-02 0.3323590995 0.3461532383 0.9071706980
680  5.437680e-02 0.4370128007 0.8494382517 0.9763537988
423  5.501376e-02 0.4076104611 0.0438082027 0.8262532642
481  6.013254e-02 0.1913458656 0.1564872453 0.4487843381
992  6.130392e-02 0.9707749269 0.7951784439 0.6119592739
987  6.140300e-02 0.8006444923 0.0416771774 0.7460391636
210  6.414659e-02 0.3537784393 0.0846279950 0.7698855968
796  6.420895e-02 0.4469339005 0.8818357901 0.8459305370
570  6.879368e-02 0.4973240555 0.4140109108 0.3700329748
132  7.066501e-02 0.1489249596 0.4417911761 0.8732577751
238  7.090596e-02 0.3736766148 0.6918589759 0.1156264695
325  7.166583e-02 0.8231499449 0.4514926588 0.9410166505
719  7.358591e-02 0.7362889817 0.8642575250 0.1459352195
99   7.501090e-02 0.1468499436 0.3422441678 0.2728359555
503  7.628972e-02 0.3158682638 0.5492015106 0.0130719901
119  7.804197e-02 0.0522002825 0.6306210069 0.2220336939
548  7.855756e-02 0.3452578599 0.2307801633 0.5593708898
248  8.033126e-02 0.1580555479 0.6182884742 0.8759877649
833  8.122244e-02 0.0198877931 0.6419535785 0.2249651374
622  8.396215e-02 0.2677419160 0.1691124088 0.6537323631
449  8.406411e-02 0.2419310336 0.1509686657 0.6919554539
387  8.514177e-02 0.6099002031 0.8857401924 0.6317475943
797  8.536099e-02 0.4467296456 0.4600141398 0.7379282799
818  8.542814e-02 0.1817985533 0.7599228204 0.5263032902
76   8.681552e-02 0.7230798278 0.8983805981 0.4566086177
102  8.696013e-02 0.1175417614 0.6400333359 0.3491354068
900  8.740703e-02 0.3365302091 0.1553983837 0.5604570936
331  8.936316e-02 0.4218797863 0.8597500215 0.4508296601
611  8.983309e-02 0.7597077242 0.9903257932 0.6333668409
617  9.025822e-02 0.2005643472 0.5054868960 0.3714372120
66   9.244001e-02 0.0573582314 0.0759581481 0.7967719724
352  9.449414e-02 0.7987474408 0.7056939036 0.7613940041
664  9.486022e-02 0.0499700524 0.1165187771 0.6856629150
783  9.549639e-02 0.2468090081 0.2759313905 0.0874742933
69   9.572212e-02 0.9290507932 0.9094156583 0.3639779282
777  9.581410e-02 0.2230371083 0.5727534154 0.5023611484
812  9.752244e-02 0.0245434877 0.7326447358 0.7140685990
272  9.819848e-02 0.2854620267 0.1995433618 0.9614824026
888  1.011627e-01 0.6620087090 0.6474910183 0.5868304179
43   1.032426e-01 0.0385671076 0.7062795826 0.2852701705
336  1.043461e-01 0.5878648369 0.2307583739 0.9414495456
306  1.051190e-01 0.1315009643 0.7646281160 0.1740205891
441  1.076016e-01 0.5211635227 0.4803114492 0.0771867586
712  1.078300e-01 0.6954053908 0.9156185745 0.4517467176
475  1.106256e-01 0.0411601234 0.5687046226 0.2774727587
645  1.118481e-01 0.3424647367 0.7254116433 0.1621024685
275  1.120379e-01 0.2945494929 0.5415715270 0.4471226027
843  1.145983e-01 0.9296154366 0.5516482291 0.4360027246
354  1.155032e-01 0.7562749099 0.3403204479 0.7598956733
10   1.166751e-01 0.5011702846 0.8261445113 0.9347630676
414  1.173640e-01 0.9080552256 0.2559056785 0.2705574429
278  1.207690e-01 0.9542516356 0.6175723448 0.9224836840
228  1.210666e-01 0.4951358859 0.9136697706 0.7717993308
68   1.216683e-01 0.8941288562 0.7396404808 0.3906601327
813  1.228572e-01 0.4330684659 0.6852584721 0.6598067970
282  1.234722e-01 0.3098714687 0.7643518972 0.2856825176
867  1.257734e-01 0.2556371638 0.9465384076 0.6422632975
188  1.258499e-01 0.5162700103 0.9820387554 0.5120323771
863  1.265929e-01 0.7324287251 0.4941041304 0.1332823653
288  1.279143e-01 0.8875839782 0.0309752289 0.5915752491
417  1.279827e-01 0.2104529741 0.8151354077 0.4709833325
536  1.281145e-01 0.7859399298 0.4695611615 0.8082950492
659  1.290129e-01 0.8069579978 0.3364724431 0.9712063069
403  1.295632e-01 0.2794160566 0.9860429587 0.3162912230
365  1.300516e-01 0.7150643694 0.4975708255 0.5660184689
506  1.302042e-01 0.6312998738 0.0620556350 0.5548376273
642  1.308067e-01 0.0013431723 0.1973925270 0.9894325910
884  1.320222e-01 0.1778903401 0.8586054551 0.1471254919
444  1.333019e-01 0.1334567671 0.5410031325 0.5287399625
203  1.366516e-01 0.9159404980 0.2461089417 0.6619110606
806  1.388367e-01 0.6205462012 0.0115005071 0.7853795716
531  1.411790e-01 0.9533379236 0.5312284003 0.6812794947
249  1.414287e-01 0.9678450976 0.7943479766 0.2274796267
271  1.438542e-01 0.4313102271 0.6462384327 0.5443700356
746  1.448906e-01 0.0626933277 0.0059710245 0.5867867141
641  1.492535e-01 0.4511115847 0.1407388942 0.9400621753
455  1.518463e-01 0.6019272611 0.4034022538 0.2756703270
963  1.538543e-01 0.2662833256 0.7370990687 0.9348711511
788  1.589920e-01 0.8915024998 0.8962593076 0.4332808317
767  1.595698e-01 0.1239718527 0.4242470439 0.4853637510
114  1.604085e-01 0.4695464338 0.3053941941 0.5406844700
379  1.608284e-01 0.1461109286 0.5038406698 0.9981220178
186  1.634714e-01 0.0005769860 0.4550667666 0.1180435738
591  1.656973e-01 0.5657906232 0.0600195713 0.1548888127
543  1.663672e-01 0.5086076288 0.2579812245 0.3770146084
260  1.672085e-01 0.9116117321 0.3212330469 0.9785724634
800  1.680122e-01 0.5968177791 0.2971039934 0.4990459483
862  1.717816e-01 0.7828774306 0.2580362521 0.0136169791
239  1.722342e-01 0.2828563754 0.8911008784 0.6632314883
982  1.730323e-01 0.6462155005 0.7242968616 0.1386128590
969  1.744939e-01 0.3371558865 0.5422904682 0.7790650672
957  1.748412e-01 0.3792455345 0.9891095238 0.1617391284
694  1.758694e-01 0.4571128420 0.9276080274 0.6196527567
662  1.774941e-01 0.9184210084 0.7908893817 0.3496594164
1000 1.780107e-01 0.2238740043 0.2594315715 0.2798480354
839  1.788648e-01 0.0248888575 0.5598794708 0.6028470178
895  1.789758e-01 0.3789934304 0.5050733918 0.3028235210
291  1.792941e-01 0.1387758548 0.3612693811 0.4474917704
24   1.823168e-01 0.0364284790 0.1686885243 0.4409426432
80   1.827815e-01 0.9236537693 0.3603928899 0.9025421415
358  1.828792e-01 0.9693342664 0.7683095105 0.0968836213
463  1.831089e-01 0.2057016394 0.5988530584 0.3969082676
360  1.837155e-01 0.6175905804 0.9713022753 0.0128712875
939  1.860403e-01 0.0311234654 0.4534639602 0.1092480838
445  1.874115e-01 0.8238960730 0.5237150232 0.5091205132
739  1.881659e-01 0.4525536264 0.5976812707 0.2378866794
717  1.893043e-01 0.0615848196 0.1475877156 0.1603101646
315  1.893885e-01 0.1579472586 0.1210900787 0.1170516189
106  1.908774e-01 0.6208431956 0.8718189425 0.6533969066
994  1.910219e-01 0.6594044792 0.9339261218 0.9604345404
972  1.925350e-01 0.4458122354 0.9810437113 0.6161918917
375  1.946765e-01 0.2886357633 0.3167450821 0.9686302582
274  1.957325e-01 0.4072826724 0.5339882637 0.4637067351
465  1.978833e-01 0.4415738271 0.6350358857 0.2214772967
101  1.979887e-01 0.8717487578 0.6464070878 0.5765860328
643  1.992732e-01 0.9866736601 0.2743548946 0.1406542747
621  1.995099e-01 0.7530929749 0.2137596754 0.8529831967
697  1.998103e-01 0.7199090919 0.5274791338 0.7371366573
985  1.999177e-01 0.5086374085 0.7700634766 0.7519063933
981  2.010562e-01 0.5071215848 0.5625947225 0.7985087971
193  2.013598e-01 0.7314066666 0.5295274598 0.5573889134
165  2.014583e-01 0.6479915930 0.1938577478 0.3527618959
7    2.026606e-01 0.5330454030 0.1366985671 0.4480833313
742  2.027100e-01 0.8902581416 0.0268363901 0.7276656167
15   2.027650e-01 0.8129677738 0.8414302471 0.9436975354
925  2.029543e-01 0.2063854493 0.4169447056 0.6261302039
498  2.029762e-01 0.2926641484 0.1579704657 0.1515534353
657  2.048246e-01 0.0055501577 0.8907399543 0.9881188199
698  2.063688e-01 0.0181274817 0.0203584495 0.1672040038
898  2.088939e-01 0.2599187759 0.0674623761 0.7187134419
701  2.109302e-01 0.5555387314 0.3904901173 0.2177885640
202  2.111497e-01 0.9238840048 0.1216083106 0.3398643585
924  2.131557e-01 0.0610013672 0.3303496081 0.3943242652
744  2.136491e-01 0.0309270986 0.6928482489 0.8113772077
620  2.136692e-01 0.6661918047 0.1486096624 0.9039954825
579  2.141058e-01 0.5372361627 0.8358786628 0.7886014427
233  2.149797e-01 0.4229304951 0.3623190704 0.9161259145
399  2.175812e-01 0.6904438531 0.6187522344 0.8051158963
388  2.177552e-01 0.0361186173 0.2843023047 0.6345029022
638  2.179667e-01 0.2538098600 0.7990020686 0.6231123060
312  2.180464e-01 0.1913908569 0.2779193851 0.4957792428
173  2.184310e-01 0.7937851991 0.7868569088 0.7476029955
26   2.186469e-01 0.5917677486 0.3645884150 0.0947834160
945  2.190688e-01 0.4025944280 0.4600291906 0.6182562776
875  2.193149e-01 0.4962440175 0.2276616327 0.5780980457
607  2.196941e-01 0.2526949986 0.6416545510 0.6057983767
343  2.204080e-01 0.0917197722 0.1279629515 0.5222965346
927  2.214427e-01 0.1400777020 0.9898258562 0.2826892468
310  2.219501e-01 0.7768511022 0.5983939569 0.9063221444
33   2.223597e-01 0.8073081044 0.6215855239 0.4891047792
177  2.228428e-01 0.3091596784 0.0920874318 0.9067007161
896  2.238178e-01 0.9708517455 0.8743774362 0.8223777907
656  2.247572e-01 0.9363373027 0.5742347545 0.9546632071
510  2.263591e-01 0.7349382823 0.0941556166 0.5521948873
501  2.283184e-01 0.3147070403 0.7214696566 0.0803757827
756  2.291862e-01 0.9092682106 0.2259766459 0.1836482836
675  2.293265e-01 0.5384221354 0.3561719162 0.4658662528
557  2.304261e-01 0.2861708128 0.9315623036 0.8454713183
550  2.312550e-01 0.4366058665 0.9041293175 0.8108497376
850  2.316470e-01 0.3041056052 0.5301092600 0.9312702133
584  2.330164e-01 0.9117321803 0.0637836913 0.9651588376
880  2.339240e-01 0.8412088368 0.6275388738 0.6942260445
856  2.381860e-01 0.4413369121 0.0241518363 0.3464159558
255  2.383492e-01 0.3771610740 0.7303420822 0.0591932142
121  2.387627e-01 0.7117998011 0.6902609586 0.4231519022
942  2.410779e-01 0.2666493570 0.4743217954 0.0439299403
633  2.417913e-01 0.6525685345 0.9745749561 0.0067962343
467  2.423623e-01 0.9791743557 0.9381054998 0.6042272812
328  2.456180e-01 0.6576498363 0.2612114684 0.4943328069
988  2.466015e-01 0.9552967723 0.1726024998 0.9876111625
696  2.491056e-01 0.8569217806 0.4782660627 0.4855837401
857  2.491425e-01 0.0840879711 0.0096960112 0.7593174637
512  2.495429e-01 0.3564567892 0.6379948375 0.9765872930
234  2.503620e-01 0.3396797148 0.3195888950 0.7739610290
658  2.512612e-01 0.1251344807 0.5596213653 0.7272206997
500  2.513379e-01 0.0270989009 0.0238732018 0.3856624139
901  2.513504e-01 0.2988421095 0.1741138715 0.7146249756
983  2.528734e-01 0.5861750741 0.1436152798 0.6569436865
446  2.534733e-01 0.7391413350 0.7779662379 0.6905429582
494  2.539427e-01 0.2995252719 0.3484721477 0.1353867266
583  2.583545e-01 0.2207459626 0.9248382833 0.0602291140
164  2.584014e-01 0.0236136573 0.4712793115 0.8847655088
316  2.588176e-01 0.6513790507 0.3226476428 0.8921571865
590  2.597419e-01 0.3658532950 0.7648373847 0.9899566153
915  2.605303e-01 0.3262630333 0.9950398481 0.3413769840
955  2.608551e-01 0.8257905641 0.2189523668 0.6814383599
42   2.613289e-01 0.8023632159 0.6683729908 0.3264660491
968  2.617710e-01 0.2141638633 0.3781841567 0.9485111316
623  2.646702e-01 0.6893601965 0.7923303987 0.6489792366
962  2.650643e-01 0.8319662963 0.8129436856 0.9467826670
273  2.674902e-01 0.7956350858 0.1650277153 0.4141623625
117  2.684855e-01 0.4880060980 0.1938910191 0.3032434415
3    2.689113e-01 0.6817796875 0.2025645131 0.6673764063
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