fortify.prcomp: Convert 'stats::prcomp', 'stats::princomp' to 'data.frame'

Description Usage Arguments Value Examples

View source: R/fortify_stats.R

Description

Convert stats::prcomp, stats::princomp to data.frame

Usage

1
2
## S3 method for class 'prcomp'
fortify(model, data = NULL, ...)

Arguments

model

stats::prcomp or stats::princomp instance

data

original dataset, if needed

...

other arguments passed to methods

Value

data.frame

Examples

1
2
3
4
5
fortify(stats::prcomp(iris[-5]))
fortify(stats::prcomp(iris[-5]), data = iris)

fortify(stats::princomp(iris[-5]))
fortify(stats::princomp(iris[-5]), data = iris)

Example output

Loading required package: ggplot2
    Sepal.Length Sepal.Width Petal.Length Petal.Width          PC1          PC2
1            5.1         3.5          1.4         0.2 -2.684125626 -0.319397247
2            4.9         3.0          1.4         0.2 -2.714141687  0.177001225
3            4.7         3.2          1.3         0.2 -2.888990569  0.144949426
4            4.6         3.1          1.5         0.2 -2.745342856  0.318298979
5            5.0         3.6          1.4         0.2 -2.728716537 -0.326754513
6            5.4         3.9          1.7         0.4 -2.280859633 -0.741330449
7            4.6         3.4          1.4         0.3 -2.820537751  0.089461385
8            5.0         3.4          1.5         0.2 -2.626144973 -0.163384960
9            4.4         2.9          1.4         0.2 -2.886382732  0.578311754
10           4.9         3.1          1.5         0.1 -2.672755798  0.113774246
11           5.4         3.7          1.5         0.2 -2.506947091 -0.645068899
12           4.8         3.4          1.6         0.2 -2.612755231 -0.014729939
13           4.8         3.0          1.4         0.1 -2.786109266  0.235112000
14           4.3         3.0          1.1         0.1 -3.223803744  0.511394587
15           5.8         4.0          1.2         0.2 -2.644750390 -1.178764636
16           5.7         4.4          1.5         0.4 -2.386039034 -1.338062330
17           5.4         3.9          1.3         0.4 -2.623527875 -0.810679514
18           5.1         3.5          1.4         0.3 -2.648296706 -0.311849145
19           5.7         3.8          1.7         0.3 -2.199820324 -0.872839039
20           5.1         3.8          1.5         0.3 -2.587986400 -0.513560309
21           5.4         3.4          1.7         0.2 -2.310256215 -0.391345936
22           5.1         3.7          1.5         0.4 -2.543705229 -0.432996063
23           4.6         3.6          1.0         0.2 -3.215939416 -0.133468070
24           5.1         3.3          1.7         0.5 -2.302733182 -0.098708855
25           4.8         3.4          1.9         0.2 -2.355754049  0.037281860
26           5.0         3.0          1.6         0.2 -2.506668907  0.146016880
27           5.0         3.4          1.6         0.4 -2.468820073 -0.130951489
28           5.2         3.5          1.5         0.2 -2.562319906 -0.367718857
29           5.2         3.4          1.4         0.2 -2.639534715 -0.312039980
30           4.7         3.2          1.6         0.2 -2.631989387  0.196961225
31           4.8         3.1          1.6         0.2 -2.587398477  0.204318491
32           5.4         3.4          1.5         0.4 -2.409932497 -0.410924264
33           5.2         4.1          1.5         0.1 -2.648862334 -0.813363820
34           5.5         4.2          1.4         0.2 -2.598736749 -1.093145759
35           4.9         3.1          1.5         0.2 -2.636926878  0.121322348
36           5.0         3.2          1.2         0.2 -2.866241652 -0.069364472
37           5.5         3.5          1.3         0.2 -2.625238050 -0.599370021
38           4.9         3.6          1.4         0.1 -2.800684115 -0.268643738
39           4.4         3.0          1.3         0.2 -2.980502044  0.487958344
40           5.1         3.4          1.5         0.2 -2.590006314 -0.229043837
41           5.0         3.5          1.3         0.3 -2.770102426 -0.263527534
42           4.5         2.3          1.3         0.3 -2.849368705  0.940960574
43           4.4         3.2          1.3         0.2 -2.997406547  0.341926057
44           5.0         3.5          1.6         0.6 -2.405614485 -0.188871429
45           5.1         3.8          1.9         0.4 -2.209489238 -0.436663142
46           4.8         3.0          1.4         0.3 -2.714451427  0.250208204
47           5.1         3.8          1.6         0.2 -2.538148259 -0.503771144
48           4.6         3.2          1.4         0.2 -2.839462168  0.227945569
49           5.3         3.7          1.5         0.2 -2.543085750 -0.579410022
50           5.0         3.3          1.4         0.2 -2.703359782 -0.107706082
51           7.0         3.2          4.7         1.4  1.284825689 -0.685160470
52           6.4         3.2          4.5         1.5  0.932488532 -0.318333638
53           6.9         3.1          4.9         1.5  1.464302322 -0.504262815
54           5.5         2.3          4.0         1.3  0.183317720  0.827959012
55           6.5         2.8          4.6         1.5  1.088103258 -0.074590675
56           5.7         2.8          4.5         1.3  0.641669084  0.418246872
57           6.3         3.3          4.7         1.6  1.095060663 -0.283468270
58           4.9         2.4          3.3         1.0 -0.749122670  1.004890961
59           6.6         2.9          4.6         1.3  1.044131826 -0.228361900
60           5.2         2.7          3.9         1.4 -0.008745404  0.723081905
61           5.0         2.0          3.5         1.0 -0.507840884  1.265971191
62           5.9         3.0          4.2         1.5  0.511698557  0.103981235
63           6.0         2.2          4.0         1.0  0.264976508  0.550036464
64           6.1         2.9          4.7         1.4  0.984934510  0.124817854
65           5.6         2.9          3.6         1.3 -0.173925372  0.254854209
66           6.7         3.1          4.4         1.4  0.927860781 -0.467179494
67           5.6         3.0          4.5         1.5  0.660283762  0.352969666
68           5.8         2.7          4.1         1.0  0.236104993  0.333610767
69           6.2         2.2          4.5         1.5  0.944733728  0.543145551
70           5.6         2.5          3.9         1.1  0.045226976  0.583834377
71           5.9         3.2          4.8         1.8  1.116283177  0.084616852
72           6.1         2.8          4.0         1.3  0.357888418  0.068925032
73           6.3         2.5          4.9         1.5  1.298183875  0.327787308
74           6.1         2.8          4.7         1.2  0.921728922  0.182737794
75           6.4         2.9          4.3         1.3  0.714853326 -0.149055944
76           6.6         3.0          4.4         1.4  0.900174373 -0.328504474
77           6.8         2.8          4.8         1.4  1.332024437 -0.244440876
78           6.7         3.0          5.0         1.7  1.557802155 -0.267495447
79           6.0         2.9          4.5         1.5  0.813290650  0.163350301
80           5.7         2.6          3.5         1.0 -0.305583778  0.368262190
81           5.5         2.4          3.8         1.1 -0.068126492  0.705172132
82           5.5         2.4          3.7         1.0 -0.189622472  0.680286764
83           5.8         2.7          3.9         1.2  0.136428712  0.314032438
84           6.0         2.7          5.1         1.6  1.380026436  0.420954287
85           5.4         3.0          4.5         1.5  0.588006443  0.484287420
86           6.0         3.4          4.5         1.6  0.806858313 -0.194182315
87           6.7         3.1          4.7         1.5  1.220690882 -0.407619594
88           6.3         2.3          4.4         1.3  0.815095236  0.372037060
89           5.6         3.0          4.1         1.3  0.245957680  0.268524397
90           5.5         2.5          4.0         1.3  0.166413217  0.681926725
91           5.5         2.6          4.4         1.2  0.464800288  0.670711545
92           6.1         3.0          4.6         1.4  0.890815198  0.034464444
93           5.8         2.6          4.0         1.2  0.230548024  0.404385848
94           5.0         2.3          3.3         1.0 -0.704531759  1.012248228
95           5.6         2.7          4.2         1.3  0.356981495  0.504910093
96           5.7         3.0          4.2         1.2  0.331934480  0.212654684
97           5.7         2.9          4.2         1.3  0.376215651  0.293218929
98           6.2         2.9          4.3         1.3  0.642576008 -0.017738190
99           5.1         2.5          3.0         1.1 -0.906469865  0.756093367
100          5.7         2.8          4.1         1.3  0.299000842  0.348897806
101          6.3         3.3          6.0         2.5  2.531192728  0.009849109
102          5.8         2.7          5.1         1.9  1.415235877  0.574916348
103          7.1         3.0          5.9         2.1  2.616676016 -0.343903151
104          6.3         2.9          5.6         1.8  1.971531053  0.179727904
105          6.5         3.0          5.8         2.2  2.350005920  0.040260947
106          7.6         3.0          6.6         2.1  3.397038736 -0.550836673
107          4.9         2.5          4.5         1.7  0.521232244  1.192758727
108          7.3         2.9          6.3         1.8  2.932587069 -0.355500003
109          6.7         2.5          5.8         1.8  2.321228817  0.243831502
110          7.2         3.6          6.1         2.5  2.916750967 -0.782791949
111          6.5         3.2          5.1         2.0  1.661774154 -0.242228408
112          6.4         2.7          5.3         1.9  1.803401953  0.215637617
113          6.8         3.0          5.5         2.1  2.165591796 -0.216275585
114          5.7         2.5          5.0         2.0  1.346163579  0.776818347
115          5.8         2.8          5.1         2.4  1.585928224  0.539640714
116          6.4         3.2          5.3         2.3  1.904456375 -0.119250692
117          6.5         3.0          5.5         1.8  1.949689059 -0.041943260
118          7.7         3.8          6.7         2.2  3.487055364 -1.175739330
119          7.7         2.6          6.9         2.3  3.795645422 -0.257322973
120          6.0         2.2          5.0         1.5  1.300791713  0.761149636
121          6.9         3.2          5.7         2.3  2.427817913 -0.378196013
122          5.6         2.8          4.9         2.0  1.199001105  0.606091528
123          7.7         2.8          6.7         2.0  3.499920039 -0.460674099
124          6.3         2.7          4.9         1.8  1.388766132  0.204399327
125          6.7         3.3          5.7         2.1  2.275430504 -0.334990606
126          7.2         3.2          6.0         1.8  2.614090474 -0.560901355
127          6.2         2.8          4.8         1.8  1.258508161  0.179704795
128          6.1         3.0          4.9         1.8  1.291132059  0.116668651
129          6.4         2.8          5.6         2.1  2.123608723  0.209729477
130          7.2         3.0          5.8         1.6  2.388003016 -0.464639805
131          7.4         2.8          6.1         1.9  2.841672778 -0.375269167
132          7.9         3.8          6.4         2.0  3.230673661 -1.374165087
133          6.4         2.8          5.6         2.2  2.159437642  0.217277579
134          6.3         2.8          5.1         1.5  1.444161242  0.143413410
135          6.1         2.6          5.6         1.4  1.781294810  0.499901681
136          7.7         3.0          6.1         2.3  3.076499932 -0.688085678
137          6.3         3.4          5.6         2.4  2.144243314 -0.140064201
138          6.4         3.1          5.5         1.8  1.905098149 -0.049300526
139          6.0         3.0          4.8         1.8  1.169326339  0.164990262
140          6.9         3.1          5.4         2.1  2.107611143 -0.372287872
141          6.7         3.1          5.6         2.4  2.314154705 -0.183651279
142          6.9         3.1          5.1         2.3  1.922267801 -0.409203467
143          5.8         2.7          5.1         1.9  1.415235877  0.574916348
144          6.8         3.2          5.9         2.3  2.563013375 -0.277862603
145          6.7         3.3          5.7         2.5  2.418746183 -0.304798198
146          6.7         3.0          5.2         2.3  1.944109795 -0.187532303
147          6.3         2.5          5.0         1.9  1.527166615  0.375316983
148          6.5         3.0          5.2         2.0  1.764345717 -0.078858855
149          6.2         3.4          5.4         2.3  1.900941614 -0.116627959
150          5.9         3.0          5.1         1.8  1.390188862  0.282660938
             PC3           PC4
1    0.027914828  0.0022624371
2    0.210464272  0.0990265503
3   -0.017900256  0.0199683897
4   -0.031559374 -0.0755758166
5   -0.090079241 -0.0612585926
6   -0.168677658 -0.0242008576
7   -0.257892158 -0.0481431065
8    0.021879318 -0.0452978706
9   -0.020759570 -0.0267447358
10   0.197632725 -0.0562954013
11   0.075318009 -0.0150199245
12  -0.102150260 -0.1563792078
13   0.206844430 -0.0078879115
14  -0.061299672 -0.0216798118
15   0.151627524  0.1592097177
16  -0.277776903  0.0065515459
17  -0.138183228  0.1677347372
18  -0.026668316  0.0776281796
19   0.120305523  0.0270518681
20  -0.213665172 -0.0662726502
21   0.239444043 -0.0150707908
22  -0.208457232  0.0410654027
23  -0.292396751  0.0044821251
24  -0.039123259  0.1483525893
25  -0.125021083 -0.3003309039
26   0.253420042  0.0346074722
27  -0.094910576  0.0574497158
28   0.078494205 -0.0141727423
29   0.145908896  0.0657834667
30  -0.040771079 -0.1239833064
31   0.077222989 -0.0604622767
32   0.145524972  0.2316284917
33  -0.225669150 -0.2813723471
34  -0.157810813 -0.0953488583
35   0.143049582  0.0190703413
36   0.164332307  0.1625984463
37   0.268350376  0.1764412129
38  -0.093699082 -0.1681730544
39  -0.072927046 -0.0107331474
40   0.080082303 -0.0137491513
41  -0.077247693  0.0940633590
42   0.349230377  0.3199874870
43  -0.192509212 -0.0746777682
44  -0.263867946  0.1762088905
45  -0.298742746 -0.1828425025
46   0.097678144  0.1428435736
47  -0.166705637 -0.1896222914
48  -0.083726849 -0.0595642283
49   0.017115024 -0.0465686438
50   0.089294008  0.0346583385
51   0.406568025  0.0185252879
52   0.018014187  0.0005665121
53   0.338325765 -0.0016531759
54   0.179591392  0.0935668402
55   0.307757896  0.1120205742
56  -0.041076091 -0.2431167665
57  -0.169810240 -0.0835565724
58  -0.012302919 -0.0179077226
59   0.415336085 -0.0391345020
60  -0.281141431 -0.0056189179
61   0.269817183  0.0455624408
62  -0.130547750  0.0507192325
63   0.694146830  0.0571855195
64   0.062114408 -0.1694962546
65  -0.090457691  0.1252172921
66   0.314620976  0.0998031365
67  -0.328027528 -0.1878786215
68   0.271161837 -0.2137573696
69   0.499519046  0.2571921772
70   0.235002105 -0.0415766476
71  -0.459620991 -0.0750315529
72   0.229853888  0.1229976041
73   0.347854352  0.0008883706
74   0.231071778 -0.2882554293
75   0.321800937  0.0417197556
76   0.316209074  0.1002267276
77   0.521702780  0.0353331921
78   0.164920984  0.0699692823
79  -0.035424505 -0.0297114340
80   0.318491581  0.0745696136
81   0.244213810  0.0068308422
82   0.306420561 -0.0205510016
83   0.177242766  0.0329419128
84  -0.016167128 -0.1783044629
85  -0.444433499 -0.2509760601
86  -0.388963063 -0.1142072433
87   0.237167010  0.0312171829
88   0.614720843  0.1540209998
89  -0.188366812 -0.1466745117
90   0.060009226  0.0296222195
91   0.024306856 -0.2696514282
92   0.009946933 -0.1534846663
93   0.229410241  0.0169303245
94   0.105691149  0.0456133071
95  -0.016617170 -0.0987414793
96  -0.083204291 -0.2384754337
97  -0.077996351 -0.1311373808
98   0.205394967 -0.0213776830
99   0.012599648  0.2325348443
100 -0.010581660 -0.0511811717
101 -0.760165427 -0.0290555728
102 -0.296322527 -0.0153046739
103  0.110787883  0.0657720412
104 -0.108424662 -0.2367909342
105 -0.285389563 -0.0001706333
106  0.348437556 -0.1123716532
107 -0.545659296 -0.0981266196
108  0.420239936 -0.2571910322
109  0.348304395 -0.0786746130
110 -0.423335418  0.1109820710
111 -0.242440190  0.1210405518
112  0.037648168  0.0780198444
113 -0.033326642  0.1630614782
114 -0.281902882  0.1404408688
115 -0.629029326  0.3295517284
116 -0.479639820  0.2196212627
117 -0.044186168 -0.1576819073
118 -0.133894874 -0.3092195730
119  0.513767764  0.0538460965
120  0.344995038 -0.0458247549
121 -0.219119324  0.1854292644
122 -0.511855509  0.0609591171
123  0.573182243 -0.1402279544
124  0.064522757  0.1630409774
125 -0.286150091 -0.0603719696
126  0.205534524 -0.2407049865
127 -0.045847704  0.1475038465
128 -0.231256463  0.0040266077
129 -0.154180024  0.0528273230
130  0.449530192 -0.2315240534
131  0.498898076 -0.0223364626
132  0.114548205 -0.2529019234
133 -0.208763167  0.1281930656
134  0.153233888 -0.1909963579
135  0.172875189 -0.5054344118
136  0.335592292  0.3098280446
137 -0.734878937  0.0555419691
138 -0.162180236 -0.2212029369
139 -0.281835840  0.0204617872
140 -0.027291132  0.2106217858
141 -0.322693747  0.2776537774
142 -0.113586596  0.5053049669
143 -0.296322527 -0.0153046739
144 -0.292569525  0.0579127477
145 -0.504482664  0.2410910005
146 -0.177825091  0.4261959400
147  0.121898172  0.2543674420
148 -0.130481631  0.1370012739
149 -0.723251563  0.0445953047
150 -0.362909648 -0.1550386282
    Sepal.Length Sepal.Width Petal.Length Petal.Width    Species          PC1
1            5.1         3.5          1.4         0.2     setosa -2.684125626
2            4.9         3.0          1.4         0.2     setosa -2.714141687
3            4.7         3.2          1.3         0.2     setosa -2.888990569
4            4.6         3.1          1.5         0.2     setosa -2.745342856
5            5.0         3.6          1.4         0.2     setosa -2.728716537
6            5.4         3.9          1.7         0.4     setosa -2.280859633
7            4.6         3.4          1.4         0.3     setosa -2.820537751
8            5.0         3.4          1.5         0.2     setosa -2.626144973
9            4.4         2.9          1.4         0.2     setosa -2.886382732
10           4.9         3.1          1.5         0.1     setosa -2.672755798
11           5.4         3.7          1.5         0.2     setosa -2.506947091
12           4.8         3.4          1.6         0.2     setosa -2.612755231
13           4.8         3.0          1.4         0.1     setosa -2.786109266
14           4.3         3.0          1.1         0.1     setosa -3.223803744
15           5.8         4.0          1.2         0.2     setosa -2.644750390
16           5.7         4.4          1.5         0.4     setosa -2.386039034
17           5.4         3.9          1.3         0.4     setosa -2.623527875
18           5.1         3.5          1.4         0.3     setosa -2.648296706
19           5.7         3.8          1.7         0.3     setosa -2.199820324
20           5.1         3.8          1.5         0.3     setosa -2.587986400
21           5.4         3.4          1.7         0.2     setosa -2.310256215
22           5.1         3.7          1.5         0.4     setosa -2.543705229
23           4.6         3.6          1.0         0.2     setosa -3.215939416
24           5.1         3.3          1.7         0.5     setosa -2.302733182
25           4.8         3.4          1.9         0.2     setosa -2.355754049
26           5.0         3.0          1.6         0.2     setosa -2.506668907
27           5.0         3.4          1.6         0.4     setosa -2.468820073
28           5.2         3.5          1.5         0.2     setosa -2.562319906
29           5.2         3.4          1.4         0.2     setosa -2.639534715
30           4.7         3.2          1.6         0.2     setosa -2.631989387
31           4.8         3.1          1.6         0.2     setosa -2.587398477
32           5.4         3.4          1.5         0.4     setosa -2.409932497
33           5.2         4.1          1.5         0.1     setosa -2.648862334
34           5.5         4.2          1.4         0.2     setosa -2.598736749
35           4.9         3.1          1.5         0.2     setosa -2.636926878
36           5.0         3.2          1.2         0.2     setosa -2.866241652
37           5.5         3.5          1.3         0.2     setosa -2.625238050
38           4.9         3.6          1.4         0.1     setosa -2.800684115
39           4.4         3.0          1.3         0.2     setosa -2.980502044
40           5.1         3.4          1.5         0.2     setosa -2.590006314
41           5.0         3.5          1.3         0.3     setosa -2.770102426
42           4.5         2.3          1.3         0.3     setosa -2.849368705
43           4.4         3.2          1.3         0.2     setosa -2.997406547
44           5.0         3.5          1.6         0.6     setosa -2.405614485
45           5.1         3.8          1.9         0.4     setosa -2.209489238
46           4.8         3.0          1.4         0.3     setosa -2.714451427
47           5.1         3.8          1.6         0.2     setosa -2.538148259
48           4.6         3.2          1.4         0.2     setosa -2.839462168
49           5.3         3.7          1.5         0.2     setosa -2.543085750
50           5.0         3.3          1.4         0.2     setosa -2.703359782
51           7.0         3.2          4.7         1.4 versicolor  1.284825689
52           6.4         3.2          4.5         1.5 versicolor  0.932488532
53           6.9         3.1          4.9         1.5 versicolor  1.464302322
54           5.5         2.3          4.0         1.3 versicolor  0.183317720
55           6.5         2.8          4.6         1.5 versicolor  1.088103258
56           5.7         2.8          4.5         1.3 versicolor  0.641669084
57           6.3         3.3          4.7         1.6 versicolor  1.095060663
58           4.9         2.4          3.3         1.0 versicolor -0.749122670
59           6.6         2.9          4.6         1.3 versicolor  1.044131826
60           5.2         2.7          3.9         1.4 versicolor -0.008745404
61           5.0         2.0          3.5         1.0 versicolor -0.507840884
62           5.9         3.0          4.2         1.5 versicolor  0.511698557
63           6.0         2.2          4.0         1.0 versicolor  0.264976508
64           6.1         2.9          4.7         1.4 versicolor  0.984934510
65           5.6         2.9          3.6         1.3 versicolor -0.173925372
66           6.7         3.1          4.4         1.4 versicolor  0.927860781
67           5.6         3.0          4.5         1.5 versicolor  0.660283762
68           5.8         2.7          4.1         1.0 versicolor  0.236104993
69           6.2         2.2          4.5         1.5 versicolor  0.944733728
70           5.6         2.5          3.9         1.1 versicolor  0.045226976
71           5.9         3.2          4.8         1.8 versicolor  1.116283177
72           6.1         2.8          4.0         1.3 versicolor  0.357888418
73           6.3         2.5          4.9         1.5 versicolor  1.298183875
74           6.1         2.8          4.7         1.2 versicolor  0.921728922
75           6.4         2.9          4.3         1.3 versicolor  0.714853326
76           6.6         3.0          4.4         1.4 versicolor  0.900174373
77           6.8         2.8          4.8         1.4 versicolor  1.332024437
78           6.7         3.0          5.0         1.7 versicolor  1.557802155
79           6.0         2.9          4.5         1.5 versicolor  0.813290650
80           5.7         2.6          3.5         1.0 versicolor -0.305583778
81           5.5         2.4          3.8         1.1 versicolor -0.068126492
82           5.5         2.4          3.7         1.0 versicolor -0.189622472
83           5.8         2.7          3.9         1.2 versicolor  0.136428712
84           6.0         2.7          5.1         1.6 versicolor  1.380026436
85           5.4         3.0          4.5         1.5 versicolor  0.588006443
86           6.0         3.4          4.5         1.6 versicolor  0.806858313
87           6.7         3.1          4.7         1.5 versicolor  1.220690882
88           6.3         2.3          4.4         1.3 versicolor  0.815095236
89           5.6         3.0          4.1         1.3 versicolor  0.245957680
90           5.5         2.5          4.0         1.3 versicolor  0.166413217
91           5.5         2.6          4.4         1.2 versicolor  0.464800288
92           6.1         3.0          4.6         1.4 versicolor  0.890815198
93           5.8         2.6          4.0         1.2 versicolor  0.230548024
94           5.0         2.3          3.3         1.0 versicolor -0.704531759
95           5.6         2.7          4.2         1.3 versicolor  0.356981495
96           5.7         3.0          4.2         1.2 versicolor  0.331934480
97           5.7         2.9          4.2         1.3 versicolor  0.376215651
98           6.2         2.9          4.3         1.3 versicolor  0.642576008
99           5.1         2.5          3.0         1.1 versicolor -0.906469865
100          5.7         2.8          4.1         1.3 versicolor  0.299000842
101          6.3         3.3          6.0         2.5  virginica  2.531192728
102          5.8         2.7          5.1         1.9  virginica  1.415235877
103          7.1         3.0          5.9         2.1  virginica  2.616676016
104          6.3         2.9          5.6         1.8  virginica  1.971531053
105          6.5         3.0          5.8         2.2  virginica  2.350005920
106          7.6         3.0          6.6         2.1  virginica  3.397038736
107          4.9         2.5          4.5         1.7  virginica  0.521232244
108          7.3         2.9          6.3         1.8  virginica  2.932587069
109          6.7         2.5          5.8         1.8  virginica  2.321228817
110          7.2         3.6          6.1         2.5  virginica  2.916750967
111          6.5         3.2          5.1         2.0  virginica  1.661774154
112          6.4         2.7          5.3         1.9  virginica  1.803401953
113          6.8         3.0          5.5         2.1  virginica  2.165591796
114          5.7         2.5          5.0         2.0  virginica  1.346163579
115          5.8         2.8          5.1         2.4  virginica  1.585928224
116          6.4         3.2          5.3         2.3  virginica  1.904456375
117          6.5         3.0          5.5         1.8  virginica  1.949689059
118          7.7         3.8          6.7         2.2  virginica  3.487055364
119          7.7         2.6          6.9         2.3  virginica  3.795645422
120          6.0         2.2          5.0         1.5  virginica  1.300791713
121          6.9         3.2          5.7         2.3  virginica  2.427817913
122          5.6         2.8          4.9         2.0  virginica  1.199001105
123          7.7         2.8          6.7         2.0  virginica  3.499920039
124          6.3         2.7          4.9         1.8  virginica  1.388766132
125          6.7         3.3          5.7         2.1  virginica  2.275430504
126          7.2         3.2          6.0         1.8  virginica  2.614090474
127          6.2         2.8          4.8         1.8  virginica  1.258508161
128          6.1         3.0          4.9         1.8  virginica  1.291132059
129          6.4         2.8          5.6         2.1  virginica  2.123608723
130          7.2         3.0          5.8         1.6  virginica  2.388003016
131          7.4         2.8          6.1         1.9  virginica  2.841672778
132          7.9         3.8          6.4         2.0  virginica  3.230673661
133          6.4         2.8          5.6         2.2  virginica  2.159437642
134          6.3         2.8          5.1         1.5  virginica  1.444161242
135          6.1         2.6          5.6         1.4  virginica  1.781294810
136          7.7         3.0          6.1         2.3  virginica  3.076499932
137          6.3         3.4          5.6         2.4  virginica  2.144243314
138          6.4         3.1          5.5         1.8  virginica  1.905098149
139          6.0         3.0          4.8         1.8  virginica  1.169326339
140          6.9         3.1          5.4         2.1  virginica  2.107611143
141          6.7         3.1          5.6         2.4  virginica  2.314154705
142          6.9         3.1          5.1         2.3  virginica  1.922267801
143          5.8         2.7          5.1         1.9  virginica  1.415235877
144          6.8         3.2          5.9         2.3  virginica  2.563013375
145          6.7         3.3          5.7         2.5  virginica  2.418746183
146          6.7         3.0          5.2         2.3  virginica  1.944109795
147          6.3         2.5          5.0         1.9  virginica  1.527166615
148          6.5         3.0          5.2         2.0  virginica  1.764345717
149          6.2         3.4          5.4         2.3  virginica  1.900941614
150          5.9         3.0          5.1         1.8  virginica  1.390188862
             PC2          PC3           PC4
1   -0.319397247  0.027914828  0.0022624371
2    0.177001225  0.210464272  0.0990265503
3    0.144949426 -0.017900256  0.0199683897
4    0.318298979 -0.031559374 -0.0755758166
5   -0.326754513 -0.090079241 -0.0612585926
6   -0.741330449 -0.168677658 -0.0242008576
7    0.089461385 -0.257892158 -0.0481431065
8   -0.163384960  0.021879318 -0.0452978706
9    0.578311754 -0.020759570 -0.0267447358
10   0.113774246  0.197632725 -0.0562954013
11  -0.645068899  0.075318009 -0.0150199245
12  -0.014729939 -0.102150260 -0.1563792078
13   0.235112000  0.206844430 -0.0078879115
14   0.511394587 -0.061299672 -0.0216798118
15  -1.178764636  0.151627524  0.1592097177
16  -1.338062330 -0.277776903  0.0065515459
17  -0.810679514 -0.138183228  0.1677347372
18  -0.311849145 -0.026668316  0.0776281796
19  -0.872839039  0.120305523  0.0270518681
20  -0.513560309 -0.213665172 -0.0662726502
21  -0.391345936  0.239444043 -0.0150707908
22  -0.432996063 -0.208457232  0.0410654027
23  -0.133468070 -0.292396751  0.0044821251
24  -0.098708855 -0.039123259  0.1483525893
25   0.037281860 -0.125021083 -0.3003309039
26   0.146016880  0.253420042  0.0346074722
27  -0.130951489 -0.094910576  0.0574497158
28  -0.367718857  0.078494205 -0.0141727423
29  -0.312039980  0.145908896  0.0657834667
30   0.196961225 -0.040771079 -0.1239833064
31   0.204318491  0.077222989 -0.0604622767
32  -0.410924264  0.145524972  0.2316284917
33  -0.813363820 -0.225669150 -0.2813723471
34  -1.093145759 -0.157810813 -0.0953488583
35   0.121322348  0.143049582  0.0190703413
36  -0.069364472  0.164332307  0.1625984463
37  -0.599370021  0.268350376  0.1764412129
38  -0.268643738 -0.093699082 -0.1681730544
39   0.487958344 -0.072927046 -0.0107331474
40  -0.229043837  0.080082303 -0.0137491513
41  -0.263527534 -0.077247693  0.0940633590
42   0.940960574  0.349230377  0.3199874870
43   0.341926057 -0.192509212 -0.0746777682
44  -0.188871429 -0.263867946  0.1762088905
45  -0.436663142 -0.298742746 -0.1828425025
46   0.250208204  0.097678144  0.1428435736
47  -0.503771144 -0.166705637 -0.1896222914
48   0.227945569 -0.083726849 -0.0595642283
49  -0.579410022  0.017115024 -0.0465686438
50  -0.107706082  0.089294008  0.0346583385
51  -0.685160470  0.406568025  0.0185252879
52  -0.318333638  0.018014187  0.0005665121
53  -0.504262815  0.338325765 -0.0016531759
54   0.827959012  0.179591392  0.0935668402
55  -0.074590675  0.307757896  0.1120205742
56   0.418246872 -0.041076091 -0.2431167665
57  -0.283468270 -0.169810240 -0.0835565724
58   1.004890961 -0.012302919 -0.0179077226
59  -0.228361900  0.415336085 -0.0391345020
60   0.723081905 -0.281141431 -0.0056189179
61   1.265971191  0.269817183  0.0455624408
62   0.103981235 -0.130547750  0.0507192325
63   0.550036464  0.694146830  0.0571855195
64   0.124817854  0.062114408 -0.1694962546
65   0.254854209 -0.090457691  0.1252172921
66  -0.467179494  0.314620976  0.0998031365
67   0.352969666 -0.328027528 -0.1878786215
68   0.333610767  0.271161837 -0.2137573696
69   0.543145551  0.499519046  0.2571921772
70   0.583834377  0.235002105 -0.0415766476
71   0.084616852 -0.459620991 -0.0750315529
72   0.068925032  0.229853888  0.1229976041
73   0.327787308  0.347854352  0.0008883706
74   0.182737794  0.231071778 -0.2882554293
75  -0.149055944  0.321800937  0.0417197556
76  -0.328504474  0.316209074  0.1002267276
77  -0.244440876  0.521702780  0.0353331921
78  -0.267495447  0.164920984  0.0699692823
79   0.163350301 -0.035424505 -0.0297114340
80   0.368262190  0.318491581  0.0745696136
81   0.705172132  0.244213810  0.0068308422
82   0.680286764  0.306420561 -0.0205510016
83   0.314032438  0.177242766  0.0329419128
84   0.420954287 -0.016167128 -0.1783044629
85   0.484287420 -0.444433499 -0.2509760601
86  -0.194182315 -0.388963063 -0.1142072433
87  -0.407619594  0.237167010  0.0312171829
88   0.372037060  0.614720843  0.1540209998
89   0.268524397 -0.188366812 -0.1466745117
90   0.681926725  0.060009226  0.0296222195
91   0.670711545  0.024306856 -0.2696514282
92   0.034464444  0.009946933 -0.1534846663
93   0.404385848  0.229410241  0.0169303245
94   1.012248228  0.105691149  0.0456133071
95   0.504910093 -0.016617170 -0.0987414793
96   0.212654684 -0.083204291 -0.2384754337
97   0.293218929 -0.077996351 -0.1311373808
98  -0.017738190  0.205394967 -0.0213776830
99   0.756093367  0.012599648  0.2325348443
100  0.348897806 -0.010581660 -0.0511811717
101  0.009849109 -0.760165427 -0.0290555728
102  0.574916348 -0.296322527 -0.0153046739
103 -0.343903151  0.110787883  0.0657720412
104  0.179727904 -0.108424662 -0.2367909342
105  0.040260947 -0.285389563 -0.0001706333
106 -0.550836673  0.348437556 -0.1123716532
107  1.192758727 -0.545659296 -0.0981266196
108 -0.355500003  0.420239936 -0.2571910322
109  0.243831502  0.348304395 -0.0786746130
110 -0.782791949 -0.423335418  0.1109820710
111 -0.242228408 -0.242440190  0.1210405518
112  0.215637617  0.037648168  0.0780198444
113 -0.216275585 -0.033326642  0.1630614782
114  0.776818347 -0.281902882  0.1404408688
115  0.539640714 -0.629029326  0.3295517284
116 -0.119250692 -0.479639820  0.2196212627
117 -0.041943260 -0.044186168 -0.1576819073
118 -1.175739330 -0.133894874 -0.3092195730
119 -0.257322973  0.513767764  0.0538460965
120  0.761149636  0.344995038 -0.0458247549
121 -0.378196013 -0.219119324  0.1854292644
122  0.606091528 -0.511855509  0.0609591171
123 -0.460674099  0.573182243 -0.1402279544
124  0.204399327  0.064522757  0.1630409774
125 -0.334990606 -0.286150091 -0.0603719696
126 -0.560901355  0.205534524 -0.2407049865
127  0.179704795 -0.045847704  0.1475038465
128  0.116668651 -0.231256463  0.0040266077
129  0.209729477 -0.154180024  0.0528273230
130 -0.464639805  0.449530192 -0.2315240534
131 -0.375269167  0.498898076 -0.0223364626
132 -1.374165087  0.114548205 -0.2529019234
133  0.217277579 -0.208763167  0.1281930656
134  0.143413410  0.153233888 -0.1909963579
135  0.499901681  0.172875189 -0.5054344118
136 -0.688085678  0.335592292  0.3098280446
137 -0.140064201 -0.734878937  0.0555419691
138 -0.049300526 -0.162180236 -0.2212029369
139  0.164990262 -0.281835840  0.0204617872
140 -0.372287872 -0.027291132  0.2106217858
141 -0.183651279 -0.322693747  0.2776537774
142 -0.409203467 -0.113586596  0.5053049669
143  0.574916348 -0.296322527 -0.0153046739
144 -0.277862603 -0.292569525  0.0579127477
145 -0.304798198 -0.504482664  0.2410910005
146 -0.187532303 -0.177825091  0.4261959400
147  0.375316983  0.121898172  0.2543674420
148 -0.078858855 -0.130481631  0.1370012739
149 -0.116627959 -0.723251563  0.0445953047
150  0.282660938 -0.362909648 -0.1550386282
    Sepal.Length Sepal.Width Petal.Length Petal.Width       Comp.1       Comp.2
1            5.1         3.5          1.4         0.2 -2.684125626  0.319397247
2            4.9         3.0          1.4         0.2 -2.714141687 -0.177001225
3            4.7         3.2          1.3         0.2 -2.888990569 -0.144949426
4            4.6         3.1          1.5         0.2 -2.745342856 -0.318298979
5            5.0         3.6          1.4         0.2 -2.728716537  0.326754513
6            5.4         3.9          1.7         0.4 -2.280859633  0.741330449
7            4.6         3.4          1.4         0.3 -2.820537751 -0.089461385
8            5.0         3.4          1.5         0.2 -2.626144973  0.163384960
9            4.4         2.9          1.4         0.2 -2.886382732 -0.578311754
10           4.9         3.1          1.5         0.1 -2.672755798 -0.113774246
11           5.4         3.7          1.5         0.2 -2.506947091  0.645068899
12           4.8         3.4          1.6         0.2 -2.612755231  0.014729939
13           4.8         3.0          1.4         0.1 -2.786109266 -0.235112000
14           4.3         3.0          1.1         0.1 -3.223803744 -0.511394587
15           5.8         4.0          1.2         0.2 -2.644750390  1.178764636
16           5.7         4.4          1.5         0.4 -2.386039034  1.338062330
17           5.4         3.9          1.3         0.4 -2.623527875  0.810679514
18           5.1         3.5          1.4         0.3 -2.648296706  0.311849145
19           5.7         3.8          1.7         0.3 -2.199820324  0.872839039
20           5.1         3.8          1.5         0.3 -2.587986400  0.513560309
21           5.4         3.4          1.7         0.2 -2.310256215  0.391345936
22           5.1         3.7          1.5         0.4 -2.543705229  0.432996063
23           4.6         3.6          1.0         0.2 -3.215939416  0.133468070
24           5.1         3.3          1.7         0.5 -2.302733182  0.098708855
25           4.8         3.4          1.9         0.2 -2.355754049 -0.037281860
26           5.0         3.0          1.6         0.2 -2.506668907 -0.146016880
27           5.0         3.4          1.6         0.4 -2.468820073  0.130951489
28           5.2         3.5          1.5         0.2 -2.562319906  0.367718857
29           5.2         3.4          1.4         0.2 -2.639534715  0.312039980
30           4.7         3.2          1.6         0.2 -2.631989387 -0.196961225
31           4.8         3.1          1.6         0.2 -2.587398477 -0.204318491
32           5.4         3.4          1.5         0.4 -2.409932497  0.410924264
33           5.2         4.1          1.5         0.1 -2.648862334  0.813363820
34           5.5         4.2          1.4         0.2 -2.598736749  1.093145759
35           4.9         3.1          1.5         0.2 -2.636926878 -0.121322348
36           5.0         3.2          1.2         0.2 -2.866241652  0.069364472
37           5.5         3.5          1.3         0.2 -2.625238050  0.599370021
38           4.9         3.6          1.4         0.1 -2.800684115  0.268643738
39           4.4         3.0          1.3         0.2 -2.980502044 -0.487958344
40           5.1         3.4          1.5         0.2 -2.590006314  0.229043837
41           5.0         3.5          1.3         0.3 -2.770102426  0.263527534
42           4.5         2.3          1.3         0.3 -2.849368705 -0.940960574
43           4.4         3.2          1.3         0.2 -2.997406547 -0.341926057
44           5.0         3.5          1.6         0.6 -2.405614485  0.188871429
45           5.1         3.8          1.9         0.4 -2.209489238  0.436663142
46           4.8         3.0          1.4         0.3 -2.714451427 -0.250208204
47           5.1         3.8          1.6         0.2 -2.538148259  0.503771144
48           4.6         3.2          1.4         0.2 -2.839462168 -0.227945569
49           5.3         3.7          1.5         0.2 -2.543085750  0.579410022
50           5.0         3.3          1.4         0.2 -2.703359782  0.107706082
51           7.0         3.2          4.7         1.4  1.284825689  0.685160470
52           6.4         3.2          4.5         1.5  0.932488532  0.318333638
53           6.9         3.1          4.9         1.5  1.464302322  0.504262815
54           5.5         2.3          4.0         1.3  0.183317720 -0.827959012
55           6.5         2.8          4.6         1.5  1.088103258  0.074590675
56           5.7         2.8          4.5         1.3  0.641669084 -0.418246872
57           6.3         3.3          4.7         1.6  1.095060663  0.283468270
58           4.9         2.4          3.3         1.0 -0.749122670 -1.004890961
59           6.6         2.9          4.6         1.3  1.044131826  0.228361900
60           5.2         2.7          3.9         1.4 -0.008745404 -0.723081905
61           5.0         2.0          3.5         1.0 -0.507840884 -1.265971191
62           5.9         3.0          4.2         1.5  0.511698557 -0.103981235
63           6.0         2.2          4.0         1.0  0.264976508 -0.550036464
64           6.1         2.9          4.7         1.4  0.984934510 -0.124817854
65           5.6         2.9          3.6         1.3 -0.173925372 -0.254854209
66           6.7         3.1          4.4         1.4  0.927860781  0.467179494
67           5.6         3.0          4.5         1.5  0.660283762 -0.352969666
68           5.8         2.7          4.1         1.0  0.236104993 -0.333610767
69           6.2         2.2          4.5         1.5  0.944733728 -0.543145551
70           5.6         2.5          3.9         1.1  0.045226976 -0.583834377
71           5.9         3.2          4.8         1.8  1.116283177 -0.084616852
72           6.1         2.8          4.0         1.3  0.357888418 -0.068925032
73           6.3         2.5          4.9         1.5  1.298183875 -0.327787308
74           6.1         2.8          4.7         1.2  0.921728922 -0.182737794
75           6.4         2.9          4.3         1.3  0.714853326  0.149055944
76           6.6         3.0          4.4         1.4  0.900174373  0.328504474
77           6.8         2.8          4.8         1.4  1.332024437  0.244440876
78           6.7         3.0          5.0         1.7  1.557802155  0.267495447
79           6.0         2.9          4.5         1.5  0.813290650 -0.163350301
80           5.7         2.6          3.5         1.0 -0.305583778 -0.368262190
81           5.5         2.4          3.8         1.1 -0.068126492 -0.705172132
82           5.5         2.4          3.7         1.0 -0.189622472 -0.680286764
83           5.8         2.7          3.9         1.2  0.136428712 -0.314032438
84           6.0         2.7          5.1         1.6  1.380026436 -0.420954287
85           5.4         3.0          4.5         1.5  0.588006443 -0.484287420
86           6.0         3.4          4.5         1.6  0.806858313  0.194182315
87           6.7         3.1          4.7         1.5  1.220690882  0.407619594
88           6.3         2.3          4.4         1.3  0.815095236 -0.372037060
89           5.6         3.0          4.1         1.3  0.245957680 -0.268524397
90           5.5         2.5          4.0         1.3  0.166413217 -0.681926725
91           5.5         2.6          4.4         1.2  0.464800288 -0.670711545
92           6.1         3.0          4.6         1.4  0.890815198 -0.034464444
93           5.8         2.6          4.0         1.2  0.230548024 -0.404385848
94           5.0         2.3          3.3         1.0 -0.704531759 -1.012248228
95           5.6         2.7          4.2         1.3  0.356981495 -0.504910093
96           5.7         3.0          4.2         1.2  0.331934480 -0.212654684
97           5.7         2.9          4.2         1.3  0.376215651 -0.293218929
98           6.2         2.9          4.3         1.3  0.642576008  0.017738190
99           5.1         2.5          3.0         1.1 -0.906469865 -0.756093367
100          5.7         2.8          4.1         1.3  0.299000842 -0.348897806
101          6.3         3.3          6.0         2.5  2.531192728 -0.009849109
102          5.8         2.7          5.1         1.9  1.415235877 -0.574916348
103          7.1         3.0          5.9         2.1  2.616676016  0.343903151
104          6.3         2.9          5.6         1.8  1.971531053 -0.179727904
105          6.5         3.0          5.8         2.2  2.350005920 -0.040260947
106          7.6         3.0          6.6         2.1  3.397038736  0.550836673
107          4.9         2.5          4.5         1.7  0.521232244 -1.192758727
108          7.3         2.9          6.3         1.8  2.932587069  0.355500003
109          6.7         2.5          5.8         1.8  2.321228817 -0.243831502
110          7.2         3.6          6.1         2.5  2.916750967  0.782791949
111          6.5         3.2          5.1         2.0  1.661774154  0.242228408
112          6.4         2.7          5.3         1.9  1.803401953 -0.215637617
113          6.8         3.0          5.5         2.1  2.165591796  0.216275585
114          5.7         2.5          5.0         2.0  1.346163579 -0.776818347
115          5.8         2.8          5.1         2.4  1.585928224 -0.539640714
116          6.4         3.2          5.3         2.3  1.904456375  0.119250692
117          6.5         3.0          5.5         1.8  1.949689059  0.041943260
118          7.7         3.8          6.7         2.2  3.487055364  1.175739330
119          7.7         2.6          6.9         2.3  3.795645422  0.257322973
120          6.0         2.2          5.0         1.5  1.300791713 -0.761149636
121          6.9         3.2          5.7         2.3  2.427817913  0.378196013
122          5.6         2.8          4.9         2.0  1.199001105 -0.606091528
123          7.7         2.8          6.7         2.0  3.499920039  0.460674099
124          6.3         2.7          4.9         1.8  1.388766132 -0.204399327
125          6.7         3.3          5.7         2.1  2.275430504  0.334990606
126          7.2         3.2          6.0         1.8  2.614090474  0.560901355
127          6.2         2.8          4.8         1.8  1.258508161 -0.179704795
128          6.1         3.0          4.9         1.8  1.291132059 -0.116668651
129          6.4         2.8          5.6         2.1  2.123608723 -0.209729477
130          7.2         3.0          5.8         1.6  2.388003016  0.464639805
131          7.4         2.8          6.1         1.9  2.841672778  0.375269167
132          7.9         3.8          6.4         2.0  3.230673661  1.374165087
133          6.4         2.8          5.6         2.2  2.159437642 -0.217277579
134          6.3         2.8          5.1         1.5  1.444161242 -0.143413410
135          6.1         2.6          5.6         1.4  1.781294810 -0.499901681
136          7.7         3.0          6.1         2.3  3.076499932  0.688085678
137          6.3         3.4          5.6         2.4  2.144243314  0.140064201
138          6.4         3.1          5.5         1.8  1.905098149  0.049300526
139          6.0         3.0          4.8         1.8  1.169326339 -0.164990262
140          6.9         3.1          5.4         2.1  2.107611143  0.372287872
141          6.7         3.1          5.6         2.4  2.314154705  0.183651279
142          6.9         3.1          5.1         2.3  1.922267801  0.409203467
143          5.8         2.7          5.1         1.9  1.415235877 -0.574916348
144          6.8         3.2          5.9         2.3  2.563013375  0.277862603
145          6.7         3.3          5.7         2.5  2.418746183  0.304798198
146          6.7         3.0          5.2         2.3  1.944109795  0.187532303
147          6.3         2.5          5.0         1.9  1.527166615 -0.375316983
148          6.5         3.0          5.2         2.0  1.764345717  0.078858855
149          6.2         3.4          5.4         2.3  1.900941614  0.116627959
150          5.9         3.0          5.1         1.8  1.390188862 -0.282660938
          Comp.3        Comp.4
1    0.027914828  0.0022624371
2    0.210464272  0.0990265503
3   -0.017900256  0.0199683897
4   -0.031559374 -0.0755758166
5   -0.090079241 -0.0612585926
6   -0.168677658 -0.0242008576
7   -0.257892158 -0.0481431065
8    0.021879318 -0.0452978706
9   -0.020759570 -0.0267447358
10   0.197632725 -0.0562954013
11   0.075318009 -0.0150199245
12  -0.102150260 -0.1563792078
13   0.206844430 -0.0078879115
14  -0.061299672 -0.0216798118
15   0.151627524  0.1592097177
16  -0.277776903  0.0065515459
17  -0.138183228  0.1677347372
18  -0.026668316  0.0776281796
19   0.120305523  0.0270518681
20  -0.213665172 -0.0662726502
21   0.239444043 -0.0150707908
22  -0.208457232  0.0410654027
23  -0.292396751  0.0044821251
24  -0.039123259  0.1483525893
25  -0.125021083 -0.3003309039
26   0.253420042  0.0346074722
27  -0.094910576  0.0574497158
28   0.078494205 -0.0141727423
29   0.145908896  0.0657834667
30  -0.040771079 -0.1239833064
31   0.077222989 -0.0604622767
32   0.145524972  0.2316284917
33  -0.225669150 -0.2813723471
34  -0.157810813 -0.0953488583
35   0.143049582  0.0190703413
36   0.164332307  0.1625984463
37   0.268350376  0.1764412129
38  -0.093699082 -0.1681730544
39  -0.072927046 -0.0107331474
40   0.080082303 -0.0137491513
41  -0.077247693  0.0940633590
42   0.349230377  0.3199874870
43  -0.192509212 -0.0746777682
44  -0.263867946  0.1762088905
45  -0.298742746 -0.1828425025
46   0.097678144  0.1428435736
47  -0.166705637 -0.1896222914
48  -0.083726849 -0.0595642283
49   0.017115024 -0.0465686438
50   0.089294008  0.0346583385
51   0.406568025  0.0185252879
52   0.018014187  0.0005665121
53   0.338325765 -0.0016531759
54   0.179591392  0.0935668402
55   0.307757896  0.1120205742
56  -0.041076091 -0.2431167665
57  -0.169810240 -0.0835565724
58  -0.012302919 -0.0179077226
59   0.415336085 -0.0391345020
60  -0.281141431 -0.0056189179
61   0.269817183  0.0455624408
62  -0.130547750  0.0507192325
63   0.694146830  0.0571855195
64   0.062114408 -0.1694962546
65  -0.090457691  0.1252172921
66   0.314620976  0.0998031365
67  -0.328027528 -0.1878786215
68   0.271161837 -0.2137573696
69   0.499519046  0.2571921772
70   0.235002105 -0.0415766476
71  -0.459620991 -0.0750315529
72   0.229853888  0.1229976041
73   0.347854352  0.0008883706
74   0.231071778 -0.2882554293
75   0.321800937  0.0417197556
76   0.316209074  0.1002267276
77   0.521702780  0.0353331921
78   0.164920984  0.0699692823
79  -0.035424505 -0.0297114340
80   0.318491581  0.0745696136
81   0.244213810  0.0068308422
82   0.306420561 -0.0205510016
83   0.177242766  0.0329419128
84  -0.016167128 -0.1783044629
85  -0.444433499 -0.2509760601
86  -0.388963063 -0.1142072433
87   0.237167010  0.0312171829
88   0.614720843  0.1540209998
89  -0.188366812 -0.1466745117
90   0.060009226  0.0296222195
91   0.024306856 -0.2696514282
92   0.009946933 -0.1534846663
93   0.229410241  0.0169303245
94   0.105691149  0.0456133071
95  -0.016617170 -0.0987414793
96  -0.083204291 -0.2384754337
97  -0.077996351 -0.1311373808
98   0.205394967 -0.0213776830
99   0.012599648  0.2325348443
100 -0.010581660 -0.0511811717
101 -0.760165427 -0.0290555728
102 -0.296322527 -0.0153046739
103  0.110787883  0.0657720412
104 -0.108424662 -0.2367909342
105 -0.285389563 -0.0001706333
106  0.348437556 -0.1123716532
107 -0.545659296 -0.0981266196
108  0.420239936 -0.2571910322
109  0.348304395 -0.0786746130
110 -0.423335418  0.1109820710
111 -0.242440190  0.1210405518
112  0.037648168  0.0780198444
113 -0.033326642  0.1630614782
114 -0.281902882  0.1404408688
115 -0.629029326  0.3295517284
116 -0.479639820  0.2196212627
117 -0.044186168 -0.1576819073
118 -0.133894874 -0.3092195730
119  0.513767764  0.0538460965
120  0.344995038 -0.0458247549
121 -0.219119324  0.1854292644
122 -0.511855509  0.0609591171
123  0.573182243 -0.1402279544
124  0.064522757  0.1630409774
125 -0.286150091 -0.0603719696
126  0.205534524 -0.2407049865
127 -0.045847704  0.1475038465
128 -0.231256463  0.0040266077
129 -0.154180024  0.0528273230
130  0.449530192 -0.2315240534
131  0.498898076 -0.0223364626
132  0.114548205 -0.2529019234
133 -0.208763167  0.1281930656
134  0.153233888 -0.1909963579
135  0.172875189 -0.5054344118
136  0.335592292  0.3098280446
137 -0.734878937  0.0555419691
138 -0.162180236 -0.2212029369
139 -0.281835840  0.0204617872
140 -0.027291132  0.2106217858
141 -0.322693747  0.2776537774
142 -0.113586596  0.5053049669
143 -0.296322527 -0.0153046739
144 -0.292569525  0.0579127477
145 -0.504482664  0.2410910005
146 -0.177825091  0.4261959400
147  0.121898172  0.2543674420
148 -0.130481631  0.1370012739
149 -0.723251563  0.0445953047
150 -0.362909648 -0.1550386282
    Sepal.Length Sepal.Width Petal.Length Petal.Width    Species       Comp.1
1            5.1         3.5          1.4         0.2     setosa -2.684125626
2            4.9         3.0          1.4         0.2     setosa -2.714141687
3            4.7         3.2          1.3         0.2     setosa -2.888990569
4            4.6         3.1          1.5         0.2     setosa -2.745342856
5            5.0         3.6          1.4         0.2     setosa -2.728716537
6            5.4         3.9          1.7         0.4     setosa -2.280859633
7            4.6         3.4          1.4         0.3     setosa -2.820537751
8            5.0         3.4          1.5         0.2     setosa -2.626144973
9            4.4         2.9          1.4         0.2     setosa -2.886382732
10           4.9         3.1          1.5         0.1     setosa -2.672755798
11           5.4         3.7          1.5         0.2     setosa -2.506947091
12           4.8         3.4          1.6         0.2     setosa -2.612755231
13           4.8         3.0          1.4         0.1     setosa -2.786109266
14           4.3         3.0          1.1         0.1     setosa -3.223803744
15           5.8         4.0          1.2         0.2     setosa -2.644750390
16           5.7         4.4          1.5         0.4     setosa -2.386039034
17           5.4         3.9          1.3         0.4     setosa -2.623527875
18           5.1         3.5          1.4         0.3     setosa -2.648296706
19           5.7         3.8          1.7         0.3     setosa -2.199820324
20           5.1         3.8          1.5         0.3     setosa -2.587986400
21           5.4         3.4          1.7         0.2     setosa -2.310256215
22           5.1         3.7          1.5         0.4     setosa -2.543705229
23           4.6         3.6          1.0         0.2     setosa -3.215939416
24           5.1         3.3          1.7         0.5     setosa -2.302733182
25           4.8         3.4          1.9         0.2     setosa -2.355754049
26           5.0         3.0          1.6         0.2     setosa -2.506668907
27           5.0         3.4          1.6         0.4     setosa -2.468820073
28           5.2         3.5          1.5         0.2     setosa -2.562319906
29           5.2         3.4          1.4         0.2     setosa -2.639534715
30           4.7         3.2          1.6         0.2     setosa -2.631989387
31           4.8         3.1          1.6         0.2     setosa -2.587398477
32           5.4         3.4          1.5         0.4     setosa -2.409932497
33           5.2         4.1          1.5         0.1     setosa -2.648862334
34           5.5         4.2          1.4         0.2     setosa -2.598736749
35           4.9         3.1          1.5         0.2     setosa -2.636926878
36           5.0         3.2          1.2         0.2     setosa -2.866241652
37           5.5         3.5          1.3         0.2     setosa -2.625238050
38           4.9         3.6          1.4         0.1     setosa -2.800684115
39           4.4         3.0          1.3         0.2     setosa -2.980502044
40           5.1         3.4          1.5         0.2     setosa -2.590006314
41           5.0         3.5          1.3         0.3     setosa -2.770102426
42           4.5         2.3          1.3         0.3     setosa -2.849368705
43           4.4         3.2          1.3         0.2     setosa -2.997406547
44           5.0         3.5          1.6         0.6     setosa -2.405614485
45           5.1         3.8          1.9         0.4     setosa -2.209489238
46           4.8         3.0          1.4         0.3     setosa -2.714451427
47           5.1         3.8          1.6         0.2     setosa -2.538148259
48           4.6         3.2          1.4         0.2     setosa -2.839462168
49           5.3         3.7          1.5         0.2     setosa -2.543085750
50           5.0         3.3          1.4         0.2     setosa -2.703359782
51           7.0         3.2          4.7         1.4 versicolor  1.284825689
52           6.4         3.2          4.5         1.5 versicolor  0.932488532
53           6.9         3.1          4.9         1.5 versicolor  1.464302322
54           5.5         2.3          4.0         1.3 versicolor  0.183317720
55           6.5         2.8          4.6         1.5 versicolor  1.088103258
56           5.7         2.8          4.5         1.3 versicolor  0.641669084
57           6.3         3.3          4.7         1.6 versicolor  1.095060663
58           4.9         2.4          3.3         1.0 versicolor -0.749122670
59           6.6         2.9          4.6         1.3 versicolor  1.044131826
60           5.2         2.7          3.9         1.4 versicolor -0.008745404
61           5.0         2.0          3.5         1.0 versicolor -0.507840884
62           5.9         3.0          4.2         1.5 versicolor  0.511698557
63           6.0         2.2          4.0         1.0 versicolor  0.264976508
64           6.1         2.9          4.7         1.4 versicolor  0.984934510
65           5.6         2.9          3.6         1.3 versicolor -0.173925372
66           6.7         3.1          4.4         1.4 versicolor  0.927860781
67           5.6         3.0          4.5         1.5 versicolor  0.660283762
68           5.8         2.7          4.1         1.0 versicolor  0.236104993
69           6.2         2.2          4.5         1.5 versicolor  0.944733728
70           5.6         2.5          3.9         1.1 versicolor  0.045226976
71           5.9         3.2          4.8         1.8 versicolor  1.116283177
72           6.1         2.8          4.0         1.3 versicolor  0.357888418
73           6.3         2.5          4.9         1.5 versicolor  1.298183875
74           6.1         2.8          4.7         1.2 versicolor  0.921728922
75           6.4         2.9          4.3         1.3 versicolor  0.714853326
76           6.6         3.0          4.4         1.4 versicolor  0.900174373
77           6.8         2.8          4.8         1.4 versicolor  1.332024437
78           6.7         3.0          5.0         1.7 versicolor  1.557802155
79           6.0         2.9          4.5         1.5 versicolor  0.813290650
80           5.7         2.6          3.5         1.0 versicolor -0.305583778
81           5.5         2.4          3.8         1.1 versicolor -0.068126492
82           5.5         2.4          3.7         1.0 versicolor -0.189622472
83           5.8         2.7          3.9         1.2 versicolor  0.136428712
84           6.0         2.7          5.1         1.6 versicolor  1.380026436
85           5.4         3.0          4.5         1.5 versicolor  0.588006443
86           6.0         3.4          4.5         1.6 versicolor  0.806858313
87           6.7         3.1          4.7         1.5 versicolor  1.220690882
88           6.3         2.3          4.4         1.3 versicolor  0.815095236
89           5.6         3.0          4.1         1.3 versicolor  0.245957680
90           5.5         2.5          4.0         1.3 versicolor  0.166413217
91           5.5         2.6          4.4         1.2 versicolor  0.464800288
92           6.1         3.0          4.6         1.4 versicolor  0.890815198
93           5.8         2.6          4.0         1.2 versicolor  0.230548024
94           5.0         2.3          3.3         1.0 versicolor -0.704531759
95           5.6         2.7          4.2         1.3 versicolor  0.356981495
96           5.7         3.0          4.2         1.2 versicolor  0.331934480
97           5.7         2.9          4.2         1.3 versicolor  0.376215651
98           6.2         2.9          4.3         1.3 versicolor  0.642576008
99           5.1         2.5          3.0         1.1 versicolor -0.906469865
100          5.7         2.8          4.1         1.3 versicolor  0.299000842
101          6.3         3.3          6.0         2.5  virginica  2.531192728
102          5.8         2.7          5.1         1.9  virginica  1.415235877
103          7.1         3.0          5.9         2.1  virginica  2.616676016
104          6.3         2.9          5.6         1.8  virginica  1.971531053
105          6.5         3.0          5.8         2.2  virginica  2.350005920
106          7.6         3.0          6.6         2.1  virginica  3.397038736
107          4.9         2.5          4.5         1.7  virginica  0.521232244
108          7.3         2.9          6.3         1.8  virginica  2.932587069
109          6.7         2.5          5.8         1.8  virginica  2.321228817
110          7.2         3.6          6.1         2.5  virginica  2.916750967
111          6.5         3.2          5.1         2.0  virginica  1.661774154
112          6.4         2.7          5.3         1.9  virginica  1.803401953
113          6.8         3.0          5.5         2.1  virginica  2.165591796
114          5.7         2.5          5.0         2.0  virginica  1.346163579
115          5.8         2.8          5.1         2.4  virginica  1.585928224
116          6.4         3.2          5.3         2.3  virginica  1.904456375
117          6.5         3.0          5.5         1.8  virginica  1.949689059
118          7.7         3.8          6.7         2.2  virginica  3.487055364
119          7.7         2.6          6.9         2.3  virginica  3.795645422
120          6.0         2.2          5.0         1.5  virginica  1.300791713
121          6.9         3.2          5.7         2.3  virginica  2.427817913
122          5.6         2.8          4.9         2.0  virginica  1.199001105
123          7.7         2.8          6.7         2.0  virginica  3.499920039
124          6.3         2.7          4.9         1.8  virginica  1.388766132
125          6.7         3.3          5.7         2.1  virginica  2.275430504
126          7.2         3.2          6.0         1.8  virginica  2.614090474
127          6.2         2.8          4.8         1.8  virginica  1.258508161
128          6.1         3.0          4.9         1.8  virginica  1.291132059
129          6.4         2.8          5.6         2.1  virginica  2.123608723
130          7.2         3.0          5.8         1.6  virginica  2.388003016
131          7.4         2.8          6.1         1.9  virginica  2.841672778
132          7.9         3.8          6.4         2.0  virginica  3.230673661
133          6.4         2.8          5.6         2.2  virginica  2.159437642
134          6.3         2.8          5.1         1.5  virginica  1.444161242
135          6.1         2.6          5.6         1.4  virginica  1.781294810
136          7.7         3.0          6.1         2.3  virginica  3.076499932
137          6.3         3.4          5.6         2.4  virginica  2.144243314
138          6.4         3.1          5.5         1.8  virginica  1.905098149
139          6.0         3.0          4.8         1.8  virginica  1.169326339
140          6.9         3.1          5.4         2.1  virginica  2.107611143
141          6.7         3.1          5.6         2.4  virginica  2.314154705
142          6.9         3.1          5.1         2.3  virginica  1.922267801
143          5.8         2.7          5.1         1.9  virginica  1.415235877
144          6.8         3.2          5.9         2.3  virginica  2.563013375
145          6.7         3.3          5.7         2.5  virginica  2.418746183
146          6.7         3.0          5.2         2.3  virginica  1.944109795
147          6.3         2.5          5.0         1.9  virginica  1.527166615
148          6.5         3.0          5.2         2.0  virginica  1.764345717
149          6.2         3.4          5.4         2.3  virginica  1.900941614
150          5.9         3.0          5.1         1.8  virginica  1.390188862
          Comp.2       Comp.3        Comp.4
1    0.319397247  0.027914828  0.0022624371
2   -0.177001225  0.210464272  0.0990265503
3   -0.144949426 -0.017900256  0.0199683897
4   -0.318298979 -0.031559374 -0.0755758166
5    0.326754513 -0.090079241 -0.0612585926
6    0.741330449 -0.168677658 -0.0242008576
7   -0.089461385 -0.257892158 -0.0481431065
8    0.163384960  0.021879318 -0.0452978706
9   -0.578311754 -0.020759570 -0.0267447358
10  -0.113774246  0.197632725 -0.0562954013
11   0.645068899  0.075318009 -0.0150199245
12   0.014729939 -0.102150260 -0.1563792078
13  -0.235112000  0.206844430 -0.0078879115
14  -0.511394587 -0.061299672 -0.0216798118
15   1.178764636  0.151627524  0.1592097177
16   1.338062330 -0.277776903  0.0065515459
17   0.810679514 -0.138183228  0.1677347372
18   0.311849145 -0.026668316  0.0776281796
19   0.872839039  0.120305523  0.0270518681
20   0.513560309 -0.213665172 -0.0662726502
21   0.391345936  0.239444043 -0.0150707908
22   0.432996063 -0.208457232  0.0410654027
23   0.133468070 -0.292396751  0.0044821251
24   0.098708855 -0.039123259  0.1483525893
25  -0.037281860 -0.125021083 -0.3003309039
26  -0.146016880  0.253420042  0.0346074722
27   0.130951489 -0.094910576  0.0574497158
28   0.367718857  0.078494205 -0.0141727423
29   0.312039980  0.145908896  0.0657834667
30  -0.196961225 -0.040771079 -0.1239833064
31  -0.204318491  0.077222989 -0.0604622767
32   0.410924264  0.145524972  0.2316284917
33   0.813363820 -0.225669150 -0.2813723471
34   1.093145759 -0.157810813 -0.0953488583
35  -0.121322348  0.143049582  0.0190703413
36   0.069364472  0.164332307  0.1625984463
37   0.599370021  0.268350376  0.1764412129
38   0.268643738 -0.093699082 -0.1681730544
39  -0.487958344 -0.072927046 -0.0107331474
40   0.229043837  0.080082303 -0.0137491513
41   0.263527534 -0.077247693  0.0940633590
42  -0.940960574  0.349230377  0.3199874870
43  -0.341926057 -0.192509212 -0.0746777682
44   0.188871429 -0.263867946  0.1762088905
45   0.436663142 -0.298742746 -0.1828425025
46  -0.250208204  0.097678144  0.1428435736
47   0.503771144 -0.166705637 -0.1896222914
48  -0.227945569 -0.083726849 -0.0595642283
49   0.579410022  0.017115024 -0.0465686438
50   0.107706082  0.089294008  0.0346583385
51   0.685160470  0.406568025  0.0185252879
52   0.318333638  0.018014187  0.0005665121
53   0.504262815  0.338325765 -0.0016531759
54  -0.827959012  0.179591392  0.0935668402
55   0.074590675  0.307757896  0.1120205742
56  -0.418246872 -0.041076091 -0.2431167665
57   0.283468270 -0.169810240 -0.0835565724
58  -1.004890961 -0.012302919 -0.0179077226
59   0.228361900  0.415336085 -0.0391345020
60  -0.723081905 -0.281141431 -0.0056189179
61  -1.265971191  0.269817183  0.0455624408
62  -0.103981235 -0.130547750  0.0507192325
63  -0.550036464  0.694146830  0.0571855195
64  -0.124817854  0.062114408 -0.1694962546
65  -0.254854209 -0.090457691  0.1252172921
66   0.467179494  0.314620976  0.0998031365
67  -0.352969666 -0.328027528 -0.1878786215
68  -0.333610767  0.271161837 -0.2137573696
69  -0.543145551  0.499519046  0.2571921772
70  -0.583834377  0.235002105 -0.0415766476
71  -0.084616852 -0.459620991 -0.0750315529
72  -0.068925032  0.229853888  0.1229976041
73  -0.327787308  0.347854352  0.0008883706
74  -0.182737794  0.231071778 -0.2882554293
75   0.149055944  0.321800937  0.0417197556
76   0.328504474  0.316209074  0.1002267276
77   0.244440876  0.521702780  0.0353331921
78   0.267495447  0.164920984  0.0699692823
79  -0.163350301 -0.035424505 -0.0297114340
80  -0.368262190  0.318491581  0.0745696136
81  -0.705172132  0.244213810  0.0068308422
82  -0.680286764  0.306420561 -0.0205510016
83  -0.314032438  0.177242766  0.0329419128
84  -0.420954287 -0.016167128 -0.1783044629
85  -0.484287420 -0.444433499 -0.2509760601
86   0.194182315 -0.388963063 -0.1142072433
87   0.407619594  0.237167010  0.0312171829
88  -0.372037060  0.614720843  0.1540209998
89  -0.268524397 -0.188366812 -0.1466745117
90  -0.681926725  0.060009226  0.0296222195
91  -0.670711545  0.024306856 -0.2696514282
92  -0.034464444  0.009946933 -0.1534846663
93  -0.404385848  0.229410241  0.0169303245
94  -1.012248228  0.105691149  0.0456133071
95  -0.504910093 -0.016617170 -0.0987414793
96  -0.212654684 -0.083204291 -0.2384754337
97  -0.293218929 -0.077996351 -0.1311373808
98   0.017738190  0.205394967 -0.0213776830
99  -0.756093367  0.012599648  0.2325348443
100 -0.348897806 -0.010581660 -0.0511811717
101 -0.009849109 -0.760165427 -0.0290555728
102 -0.574916348 -0.296322527 -0.0153046739
103  0.343903151  0.110787883  0.0657720412
104 -0.179727904 -0.108424662 -0.2367909342
105 -0.040260947 -0.285389563 -0.0001706333
106  0.550836673  0.348437556 -0.1123716532
107 -1.192758727 -0.545659296 -0.0981266196
108  0.355500003  0.420239936 -0.2571910322
109 -0.243831502  0.348304395 -0.0786746130
110  0.782791949 -0.423335418  0.1109820710
111  0.242228408 -0.242440190  0.1210405518
112 -0.215637617  0.037648168  0.0780198444
113  0.216275585 -0.033326642  0.1630614782
114 -0.776818347 -0.281902882  0.1404408688
115 -0.539640714 -0.629029326  0.3295517284
116  0.119250692 -0.479639820  0.2196212627
117  0.041943260 -0.044186168 -0.1576819073
118  1.175739330 -0.133894874 -0.3092195730
119  0.257322973  0.513767764  0.0538460965
120 -0.761149636  0.344995038 -0.0458247549
121  0.378196013 -0.219119324  0.1854292644
122 -0.606091528 -0.511855509  0.0609591171
123  0.460674099  0.573182243 -0.1402279544
124 -0.204399327  0.064522757  0.1630409774
125  0.334990606 -0.286150091 -0.0603719696
126  0.560901355  0.205534524 -0.2407049865
127 -0.179704795 -0.045847704  0.1475038465
128 -0.116668651 -0.231256463  0.0040266077
129 -0.209729477 -0.154180024  0.0528273230
130  0.464639805  0.449530192 -0.2315240534
131  0.375269167  0.498898076 -0.0223364626
132  1.374165087  0.114548205 -0.2529019234
133 -0.217277579 -0.208763167  0.1281930656
134 -0.143413410  0.153233888 -0.1909963579
135 -0.499901681  0.172875189 -0.5054344118
136  0.688085678  0.335592292  0.3098280446
137  0.140064201 -0.734878937  0.0555419691
138  0.049300526 -0.162180236 -0.2212029369
139 -0.164990262 -0.281835840  0.0204617872
140  0.372287872 -0.027291132  0.2106217858
141  0.183651279 -0.322693747  0.2776537774
142  0.409203467 -0.113586596  0.5053049669
143 -0.574916348 -0.296322527 -0.0153046739
144  0.277862603 -0.292569525  0.0579127477
145  0.304798198 -0.504482664  0.2410910005
146  0.187532303 -0.177825091  0.4261959400
147 -0.375316983  0.121898172  0.2543674420
148  0.078858855 -0.130481631  0.1370012739
149  0.116627959 -0.723251563  0.0445953047
150 -0.282660938 -0.362909648 -0.1550386282

ggfortify documentation built on July 8, 2021, 1:07 a.m.