Line plot with R with categorical data -
i have dataset variables;
subject, group, gender, pretest, posttest, fu_6_month, fu_12_month
subject group gender pretest posttest fu_6_month fu_12_month 1 2 2 118.826601098386 93.7242226833558 45.9022982619128 87.5922938477103 2 2 2 61.076151378316 37.4269190073656 74.0550780537479 125.065288560879 3 2 2 57.5102273980161 77.8629614597533 75.57281055525 47.6327188844442 4 2 2 70.7363734703855 9.66991124269437 89.3449482258492 108.293657994293 5 2 2 9.86907880058945 -10.3608782428914 -37.5688442618089 -75.0331616314858 6 2 2 64.5157954624921 16.5509079527419 41.8441716919839 62.281296652626 7 2 2 63.2566934190156 55.7464724092843 19.0693261189747 59.9351530137349 8 2 2 109.093548562172 31.718921929317 39.6937442573627 52.4519409887752 9 2 2 140.693405017245 140.524720621573 77.5230524280486 134.207295832318 10 2 2 93.9426980661475 46.8332604054467 38.402855719624 50.9079427718743 11 2 2 43.7680225594388 80.6379240148244 96.3606811119212 67.1279194045236 12 2 2 20.1458211058956 -7.04822262983657 8.49333465622865 36.5967882860063 13 2 2 83.469391668149 123.969188001105 106.499980159661 29.6135142560297 14 2 2 96.6687732166198 41.1420718195119 54.7799026008967 56.4261716602755 15 2 2 106.358591131724 144.971834214664 148.026658720866 108.002672122947 16 2 2 16.9581371937412 83.1518225974514 88.0186516925204 121.061427265927 17 2 2 64.2539971694514 63.2117086017753 111.907210080775 37.9182814935607 18 2 2 124.11372018163 118.866157749789 78.6115825756602 39.7082848460843 19 2 2 46.4606560117358 74.4717571331671 40.7418447935371 51.528282732026 20 2 2 114.930656954671 87.3716921095551 71.2297039530053 52.3204838525396 21 2 2 40.4201124083124 86.7274803995984 40.0452102666523 106.294559268573 22 2 2 108.836792961519 55.3938284037392 42.5591569465982 -8.19305292316011 23 2 2 62.3804870892384 73.4711868487922 18.9401981024593 79.1316020496406 24 2 2 34.4038057814076 -10.3210731558527 59.0035259778318 70.0935426080846 25 2 2 90.8027274469837 63.9607510682 23.409456737791 -22.875864241026 26 2 2 11.7507972703742 -2.94630158894237 -58.3073936001535 -11.60312518279 27 2 2 44.80814276417 -14.5096265325743 44.6692531748914 15.2279416937636 28 2 2 50.1321942804589 21.3103925056834 23.4817359003739 4.6942563521538 29 2 2 100.916457384715 79.7904457154806 77.4563447056773 133.933576514761 30 2 2 91.9666694946805 87.5772982344139 74.7225424155036 112.423696361253 31 2 2 88.9334732523178 34.7022650208145 90.5109779763575 74.5346146636566 32 1 1 81.1214937447534 54.1044255781282 84.7921094855582 91.1960453420743 33 1 1 58.8576595772853 43.7588455451153 -28.3737936572789 20.5323873036915 34 1 1 94.7206052432539 117.417745760142 123.549594722528 123.577410999177 35 1 1 35.6759882761208 83.438460147486 101.374418533548 117.407858069453 36 1 1 27.0663967490866 65.1316276924752 40.6863523256917 43.0770501617226 37 1 1 25.8514744435283 65.6129973657268 91.2683460107141 87.8754543146423 38 1 1 38.1949952702174 86.6308464921296 46.3924788350823 75.9032186102214 39 1 1 86.8606779979669 108.826238059586 75.6851380593086 65.4200604841805 40 1 1 -6.27591849716471 37.6110556707935 17.073836159682 2.31274071895368 41 1 1 46.3301324308731 48.8945996406574 28.184935352875 75.0552601606531 42 1 1 75.5207821136948 64.3563772132469 47.0692943366087 6.73314670916386 43 1 1 72.2546738033818 69.586398745141 114.381364281594 111.826984877306 44 1 1 63.4781658850011 99.049067888915 147.435368194586 95.7697872432145 45 1 1 98.7816404692531 119.771236619925 86.0608732865149 63.5925334927907 46 1 1 57.7861680881831 60.9242563489794 115.323242983005 107.812892523927 47 1 1 20.7553750494804 64.2153119771138 80.4530077140549 109.82827909681 48 1 1 120.216467968489 98.1714936196362 103.684406597264 70.9607067374422 49 1 1 79.185403297875 64.5546197197006 25.8163919150245 25.7390824767794 50 1 1 76.7014603032583 76.4261333376855 47.8550073318326 60.1294421424394 51 1 1 28.0279022207291 65.3928762213151 47.0842042316292 87.1936301446947 52 1 1 144.744160722781 87.2810292839688 116.354612596006 107.648295676686 53 1 1 6.33304664550448 28.6180442534099 35.0924364855403 43.4180796117138 54 1 1 61.3353319617994 84.5449868274988 50.4807390973971 66.2394686330681 55 1 1 76.2997829598239 63.5136443275288 121.943272892608 91.1928686386778 56 1 1 92.1450972853901 114.609600784086 76.7511596303626 100.375073126256 57 1 1 28.804633600014 59.8400454024583 72.5911681616019 26.0906198483795 58 1 1 106.980948059764 96.5451150496155 84.9934401810607 74.8203628162023 59 1 1 59.452124962385 89.3319279228802 10.0195199176193 54.346248526172 60 1 1 95.0552085815196 97.2000344846879 70.705403830194 51.3011761075761 61 1 1 61.8002496990622 86.9070024010344 48.3554607420459 85.9692920560173 62 1 1 51.4264598967651 8.55667676146555 20.2154240800391 7.43739168375134 63 1 1 85.4912848778254 85.5693976898857 129.597738684151 91.7808811747717 64 1 1 98.0252031110864 57.6910927029629 75.4148963448406 23.2566349717607 65 1 1 71.7048653453729 78.995107581382 53.2810320681918 62.9720582710283 66 1 1 76.78555002899 69.9939478859649 128.789596038478 83.9802882230193 67 1 1 115.006897750398 129.469936599525 122.703355191477 84.5780155932675 68 1 1 134.540121180658 60.2690032596209 58.0334397473465 77.2650708277708 69 1 1 55.0188905000887 28.8950163475678 29.6744156495995 54.4603122787989 70 1 1 23.0424913085507 36.5297451319085 21.9128320910716 89.0993730787044 71 1 1 84.9353877886003 52.9391040508769 40.5060745487472 97.5747666694516 72 1 1 31.3080252805222 33.2934269506026 40.8168172306177 57.5855596826412 73 1 1 109.151435427561 103.268038055169 114.989749539916 79.0797680695321 74 1 1 44.1915601794505 32.488889575974 47.8871349362105 23.3092880391165 75 1 1 73.7934776486887 101.055099406535 84.1618985567819 103.402981000812 76 1 1 95.0542059478978 97.5911569796704 78.486148113456 68.4867425986232 77 1 1 64.5240726355218 31.671278755378 33.258435447189 40.5905417521354 78 1 1 106.25630590229 57.3504334201694 89.4167040212866 110.270001543683 79 1 1 -32.8285288832798 13.0666964953638 64.1013238102904 10.0353131055683 80 1 1 136.997343492581 143.690139614701 134.005733227978 120.271745852092 81 1 1 70.7343231272323 97.4590508106664 106.172374379448 90.3343680822183 82 1 1 110.209501165981 104.25349711217 40.4199334170602 1.84570821055021 83 1 1 100.124928168325 166.678405906746 157.469180899729 106.005633296499 84 1 1 62.5812451279611 55.6523803940952 47.3468086312141 36.9790454246945 85 1 1 158.704614848065 107.969362033628 56.1774990101832 123.674166267595 86 1 1 56.9197652881344 136.850596044725 83.6842567229687 83.9300268420387 87 1 1 128.125931932392 92.6197201206393 150.508502710328 131.529802017041 88 1 1 64.7593992341357 73.862492217461 65.0649801212256 38.6091230133425 89 1 1 68.9999096964161 80.1939274248903 30.6648554419909 36.9854625032025 90 1 1 98.3010238699883 111.484289666451 84.0643697006305 43.3236053574824 91 1 1 144.016203920245 118.355849401995 150.964556520965 79.3690577232804 92 1 1 56.3672851862174 49.3335857232337 28.0430516312931 -3.75856749795899 93 1 1 50.9904382495696 79.5835591128045 85.1716258269063 89.840247580395 94 1 1 4.79995357692619 63.109484390147 85.3620178819827 145.014718138729 95 1 1 116.342271365265 63.9238823488814 73.6395620422341 98.5908099418167 96 1 1 73.4310676105442 89.8610346746933 59.6218968304398 80.5780124201831 97 1 1 39.0845065963185 67.2066549278885 43.0404190714966 93.8553228463651 98 1 1 84.7341340177175 83.2526354844997 23.6121905738287 107.080712311365 99 1 1 91.3038283312291 135.044667633721 76.792704934174 110.553664837889 100 1 1 79.0049860628834 49.2175049784618 67.1482846117857 55.617484745908 101 1 1 29.5624193037796 .0409501286203806 43.4888184402251 39.8187985904858 102 1 1 51.3765518161258 69.4038526036381 45.9739141565358 50.6597987940666 103 1 1 63.0055365628694 103.322140129569 120.808548140362 105.919544083519 104 1 1 52.8913719708796 70.7470331787717 58.2919624308167 149.453269781413 105 1 1 120.714035605949 105.19250318209 65.8882662961688 88.7091006419313 106 1 1 -7.66766451716536 25.8711209808077 11.6178991397316 15.767943907553 107 1 1 3.72070471161231 62.0273823153584 22.4075847523903 21.7788634487747 108 1 1 51.3172868381968 113.882913281247 90.9005215836042 92.3427665340994 109 1 1 73.5034029649624 62.87236526609 8.81375967033083 -28.4972807134294 110 1 1 99.1011673438447 60.1359669228303 53.8205321646238 96.1744881373656 111 1 1 107.982390062527 135.072911770312 125.382997170895 98.8360994985125 112 1 1 18.3703016279945 53.5680481870766 65.3995855325053 114.196012166461 113 1 2 63.3407691409205 89.4389118123724 81.255769107708 100.393559031196 114 1 2 56.5421572534953 130.6960381422 59.0306960924183 75.4843608239859 115 1 2 53.6415766516234 84.3510275802067 70.3588577776371 7.17774520243648 116 1 2 32.6563157378665 103.863103137957 137.125019714332 137.633650084141 117 1 2 55.6103169017315 64.3121749271763 98.6782025731554 95.2469559040964 118 1 2 18.0644132411083 66.2946440162736 70.1064773432998 37.0526455867338 119 1 2 78.0707752233755 105.514210353922 103.005875726676 74.5737236293205 120 1 2 102.241621141341 101.870735843971 65.2114022842167 79.1628896853278 121 1 2 90.4418459183572 89.1009771794923 109.828940848838 14.1605234087263 122 1 2 168.098799922206 133.913045707145 103.78366545298 78.4568362168323 123 1 2 35.7090570053257 82.1569145373673 89.6599489830234 73.1454809943076 124 1 2 47.9178546235218 104.55609221103 84.063325033245 69.4700774018193 125 1 2 112.097399328943 79.2493293202281 43.9677786050359 33.097338196686 126 1 2 76.6236967002151 108.310865299192 59.2668769569866 85.7884279169812 127 1 2 -9.68798466340358 74.9095212029448 26.2061712938769 -48.5516085044269 128 1 2 112.998248745356 106.008001236265 73.8054153582076 14.1811229738059 129 1 2 108.233164776823 152.044046851601 134.983762387721 61.7054340377302 130 1 2 52.8401153910794 67.4683858534514 47.0885824183792 47.2019614625486 131 1 2 54.0715795536216 80.1460393610179 68.0047798144665 35.7762407840147 132 1 2 14.7567828626484 93.2883767811719 73.3331929932544 29.9865546887769 133 1 2 55.1781270568026 111.21768955155 95.0114679825819 65.3422083272693 134 1 2 4.43500653128196 34.0038153834776 26.8355329322023 -19.248732400278 135 1 2 53.7146461969759 101.924570033764 79.3507104221776 137.799585172542 136 1 2 115.416626940762 98.7063813017698 114.583512474598 47.8066528760494 137 1 2 92.8832002098113 105.095486574613 117.913021787209 114.28506812779 138 1 2 79.1670151767684 137.272559436949 110.671170365682 149.150952988482 139 1 2 41.4916764950108 88.1814608116972 70.7781360402978 56.2502955019036 140 1 2 62.299952297694 79.5442518959365 56.3854107511476 81.6024886897144 141 1 2 69.0703579054148 52.776765534947 84.1625448317378 92.6786544709192 142 1 2 -.749072465661733 37.9509014388929 45.0107418907768 14.1279427398175 143 1 2 62.5452932897767 81.2189303707544 17.1315538180223 4.72972999158627 144 1 2 33.8786649092082 53.8147463106634 37.8014559381097 58.3312339891636 145 2 1 58.4750829402665 97.2248315220446 77.197092547873 65.5159928828053 146 2 1 86.9936228722864 66.1574144764372 109.876241164801 101.050374552729 147 2 1 45.797257668434 -10.6799727646283 16.9239199285245 -2.35156822036691 148 2 1 45.4052424284709 64.0362320451053 -18.9317120769134 58.9156051743804 149 2 1 82.3222552592198 43.7841447176975 48.7467719992006 30.6908078408155 150 2 1 41.4724114870814 17.852908189203 2.65240845835374 17.1640762470276 151 2 1 75.8562984473622 65.278426178487 64.9142539786957 21.511183615897 152 2 1 73.4502794972495 76.9150599813474 106.659511743715 68.1459795314904 153 2 1 30.6986972707736 25.9830967919212 19.2126599722075 40.0176772459464 154 2 1 48.9463104941463 74.3166671883191 94.4199203293464 76.5601739056115 155 2 1 93.664955663169 34.2345681240818 35.1252683477753 51.0690055100367 156 2 1 89.0347714225498 107.917489676586 104.609385598132 72.2295350027298 157 2 1 88.8172895882086 112.088575121553 155.71739850392 82.2519548781208 158 2 1 98.2643566615029 104.198646984885 78.5303387818693 40.3586832708305 159 2 1 140.939818857767 78.0188776879868 81.2063481452701 68.525334485002 160 2 1 86.1936198080317 90.5323375347094 50.990491005716 50.1471294788092 161 2 1 103.870811613831 112.435654424441 58.3101416041746 33.7245926119906 162 2 1 27.2987791945808 53.345632406136 57.9089183269522 76.3952523121297 163 2 1 87.7060341970745 61.291274523674 100.049614808861 26.5530802039375 164 2 1 68.0936102773189 27.546686021281 78.1098864539664 109.117977596292 165 2 1 109.653139087334 108.376652318957 110.5475461516 78.1863689708069 166 2 1 81.8701695708016 79.8883822519127 70.9356570134467 48.0602030880919 167 2 1 90.5334512828109 46.3060080438415 57.7463692516884 72.5177387570704 168 2 1 69.4747837616312 81.0433631539362 84.2928523743015 83.3080622597221 169 2 1 84.3457020439425 34.0958457253984 23.3496696591518 63.8966218043022 170 2 1 85.1367615599717 48.31325458371 71.409002119249 22.7195826358608 171 2 1 6.0519739761238 82.6886765807442 42.9957736674827 48.6043069078819 172 2 1 153.607342017049 94.0689513605759 67.5617502165065 62.5307210431415 173 2 1 113.000428765149 98.5463804067778 47.0973452834747 68.3383901942912 174 2 1 130.149052574106 100.920206253848 126.83942217593 132.801239509274 175 2 1 10.7637884370764 22.7354098644514 58.6681058708439 102.796669810432 176 2 1 46.0462202749716 86.1150070810951 44.3087422654596 47.2714161661316 177 2 1 -27.68834561668 26.0619549334512 -16.3532520219022 22.3775474222391 178 2 1 85.2528610302936 86.632688194587 88.2098310158051 73.9979201031045 179 2 1 68.5946657752244 72.2857403694067 75.8611359593031 92.955988879473 180 2 1 58.7248829125552 74.2281143735229 38.9726075217798 69.6818957036748 181 2 1 114.83344514817 177.249338931554 174.814763104311 134.38841179859 182 2 1 109.399175453506 111.367962077231 -5.55558989059328 28.5262840223053 183 2 1 82.2298452398339 116.012197254927 .228292808400234 75.6485578629752 184 2 1 18.9327474171412 21.6670670950259 16.3945756900044 54.6818026426316 185 2 1 54.2349388585838 16.3669947396341 -1.56399601528626 -18.8892345761952 186 2 1 89.0369674256001 79.6703899767321 36.1189712407708 11.4989067346067 187 2 1 75.8202676457623 65.9635609540475 25.5056447678644 -18.1512392132912 188 2 1 116.339771648292 113.245057242618 86.3115594425365 109.167966173311 189 2 1 117.753925152085 67.7452097303132 4.85479636923036 61.3300645670528 190 2 1 76.3171444782418 51.2881910612134 70.072345943293 32.0402775976214 191 2 1 6.99109934167268 -9.68978382023725 1.3222912300926 3.70565113354709 192 2 1 87.3719506699759 71.0866781094484 77.8383221714908 140.673530786563 193 2 1 61.5221066085255 -12.2201874125806 33.7716972122356 83.5375669493848 194 2 1 59.033619312337 88.3938919099359 88.6469806667526 66.2006388023931 195 2 1 12.7705479386231 52.8599513977407 -8.98178395043158 5.67532437102307 196 2 1 80.4575996457465 80.3674100418745 64.0589629803417 71.3999743886292 197 2 1 169.161756107454 165.448882319084 69.4423743196653 32.3687225071222 198 2 1 96.5770762182269 131.627910387452 166.29019608871 98.559030242817 199 2 1 49.6756456139914 51.1601253391724 95.7385197241244 47.6375896980025 200 2 1 36.9702142332847 52.0308285598544 46.6203485187055 49.9205778435778 201 2 1 31.6712601805128 75.1577635193883 25.5645852430251 41.5771578423282 202 2 1 141.842177028419 79.951615011948 100.275739895567 34.2274701113761 203 2 1 106.278192177332 61.244325122698 22.4441542064441 60.4646195928593 204 2 1 126.846572787508 108.802011494278 97.5118381725256 59.0049523072224 205 2 1 77.2449560227551 134.640458503015 91.3277915052969 35.7743427602639 206 2 1 37.7728733789122 10.2075340055892 8.99376684705592 3.03192118717025 207 2 1 114.8922480495 95.7836293640519 14.3620213702521 45.6468962834769 208 2 1 45.1469870919599 92.8354230186556 19.5880350954832 -7.39316345806174 209 2 1 44.4203645840082 43.6352236864648 -.419805604549687 19.0093669734351 210 2 1 34.4785422004195 67.1335597030613 -7.48295412928773 54.2591610487253 211 2 1 33.7753422990983 67.4665374150396 46.7093420037872 38.8666598509216 212 2 1 36.2533327207531 16.6107822142166 4.9541023098848 -20.8942996647395 213 2 1 42.8875179824501 -2.96980949706499 20.2592671889875 -15.0653299294941 214 2 1 72.7910110012001 14.1832846117514 44.1906517560891 28.8987526058914 215 2 1 37.4981519755605 10.0209572467386 -15.9703049964524 19.8340566832605 216 2 1 55.7991254855275 87.2460127087151 112.514668101071 40.5956062724875 217 2 1 50.0767808073501 36.9527634280403 51.3514405476814 39.1215866903162 218 2 1 35.3884932946901 -16.1159306931375 -25.9845822793937 -28.8618969982463 219 2 1 42.645467117772 71.5512811866725 86.6146088838234 25.4306120300005 220 2 1 84.4571783414763 70.0196700982875 66.0406733064271 91.5530533206067 221 2 1 149.800029292066 119.263221836987 32.7206483746691 44.0768853551691 222 2 1 79.0871305005099 54.933237558365 96.4976033960482 73.9599335371546 223 2 1 49.5234682066419 102.530402155721 86.6150522890923 60.8527172169368 224 2 1 6.68341977650618 30.2420157859321 -16.1975706667556 82.7559857579158 225 2 1 67.5911504383323 -5.55283170793827 -34.1814633855533 -32.384973091358 i want plot line chart x-axle being test scores"pretest", "posttest", "fu_6_month" , "fu_12_month", while y-axle value test scores. want seperate lines males , females.
does know how r plot function?
i tried googling cannot find useful type of data, since want different test periods y-axle.
thanks.
i did
aggregate(anovadata$pretest ~ anovadata$group + anovadata$gender, data = anovadata, mean) aggregate(anovadata$posttest ~ anovadata$group + anovadata$gender, data = anovadata, mean) aggregate(anovadata$fu_6_month ~ anovadata$group + anovadata$gender, data = anovadata, mean) aggregate(anovadata$fu_12_month ~ anovadata$group + anovadata$gender, data = anovadata, mean) to go means each group. get
anovadata$group anovadata$gender anovadata$pretest 1 1 1 69.9 2 2 1 71.1 3 1 2 62.3 4 2 2 72.0 anovadata$group anovadata$gender anovadata$posttest 1 1 1 76.7 2 2 1 66.2 3 1 2 90.6 4 2 2 57.6 anovadata$group anovadata$gender anovadata$fu_6_month 1 1 1 70.1 2 2 1 52.9 3 1 2 76.7 4 2 2 55.0 anovadata$group anovadata$gender anovadata$fu_12_month 1 1 1 71.9 2 2 1 49.9 3 1 2 59.5 4 2 2 58.3 now want make (group 1 gender 1) (group 2 gender 1) (group 1 gender 2) (group 2 gender 2) seperate units , pretest, posttest, fu_6, fu_12 different time periods. there should 4 in total in graph.
does know how format aggregates vectors or matrices without using hardcoding in order lineplot?
Comments
Post a Comment