Compute a Principal Coordinates Analysis (PCoA) using functional distance between species. Then the function evaluates the quality of spaces built using an increasing number of principal components. Quality is evaluated as the (absolute or squared) deviation between trait-based distance (input) and distance in the PCoA-based space (raw Euclidean distance or scaled distance according to its maximum value and maximum of trait-based distance). Option to compute a functional dendrogram and its quality. This function is based on the framework presented in Maire et al. (2015).
quality.fspaces(
sp_dist,
fdendro = NULL,
maxdim_pcoa = 10,
deviation_weighting = "absolute",
fdist_scaling = FALSE
)a dist object with pairwise distance among all species (at
least 3 species needed). Functional distance matrix from trait values can
be computed using funct.dist function.
a character string indicating the clustering
algorithm to use to compute dendrogram. Should be one of the method
recognized by hclust (e.g. 'average' for UPGMA).
Default: fdendro = NULL (so no dendrogram computed).
a single numeric value with maximum number of PCoA axes
to consider to build multidimensional functional spaces. Default:
maxdim_pcoa = 10. See below about number of axes actually considered.
a character string referring to the
method(s) used to weight the differences between species pairwise distance
in the functional space and trait-based distance. 'absolute'
(default) means absolute differences are used to compute mean absolute
deviation mad index; 'squared' means squared differences are
used to compute root of mean squared deviation rmsd index. Both
values could be provided to compare quality metrics.
a vector with logical value(s) specifying
whether distances in the functional space should be scaled before
computing differences with trait-based distances. Scaling ensures that
trait-based distances and distances in the functional space have the same
maximum.
Default: FALSE. Both values could be provided to compare quality metrics.
A list with:
$quality_fspaces: a data frame with quality metric(s) for
each functional space. Functional spaces are named as 'pcoa_.d' and if
required 'tree_clustering method'. Quality metrics are named after
deviation_weighting ('mad' for 'absolute' and and 'rmsd' for 'squared')
and if fdist_scaling is TRUE with suffix '_scaled'.
$details_trdist a list with 2 elements:
$trdist_summary
a vector with minimum (min), maximum (max), mean (mean) and standard
deviation (sd) of sp_dist; $trdist_euclidean a logical
value indicating whether sp_dist checks Euclidean properties.
$details_fspaces a list with 4 elements: $sp_pc_coord
a matrix with coordinates of species (rows) along Principal Components
(columns) with positive eigenvalues ; $pc_eigenvalues a matrix
with eigenvalues of axes from PCoA ; $dendro a hclust
object with the dendrogram details (null if no dendrogram computed) ;
$pairsp_fspaces_dist a dataframe containing for each pair of
species (rows), their names in the 2 first columns ('sp.x' and 'sp.y'),
their distance based on trait-values ('tr'), and their Euclidean
(for PCoA) or cophenetic (for dendrogram if computed) distance in each
of the functional space computed ('pcoa_1d', 'pcoa_2d', ... ,
'tree_clust');
if fdist_scaling = TRUE, $pairsp_fspaces_dist_scaled a data
frame with scaled values of distances in functional spaces.
$details_deviation a list of data frames:
$dev_distsp a dataframe containing for each space (columns) the
difference for all species pairs (rows) of the distance in the
functional space and trait-based distance (i.e. positive deviation
indicates overestimation of actual distance) ; $abs_dev_distsp
and/or
$sqr_dev_distsp, dataframes with for each space (columns) and all
species pairs (rows) the absolute or squared deviation of distance ; if
fdist_scaling = TRUE $dev_distsp_scaled, and
$abs_dev_distsp_scaled and/or $sqr_dev_distsp_scaled, data
frames with deviation computed on scaled distance in functional spaces.
The maximum number of dimensions considered for assessing quality of
functional spaces depends on number of PC axes with positive eigenvalues
(i.e. axes with negative eigenvalues are not considered); so it could be
lower than $maxdim_pcoa.
The quality metric obtained with deviation_weighting = 'squared' and
fdist_scaling = TRUE is equivalent to the square-root of the 'mSD'
originally suggested in Maire et al. (2015).
Maire et al. (2015) How many dimensions are needed to accurately assess functional diversity? A pragmatic approach for assessing the quality of functional spaces Global Ecology and Biogeography, 24, 728-740.
# Load Species x Traits Data
data("fruits_traits", package = "mFD")
# Load Traits x Categories Data
data("fruits_traits_cat", package = "mFD")
# Compute Functional Distance
sp_dist_fruits <- mFD::funct.dist(
sp_tr = fruits_traits,
tr_cat = fruits_traits_cat,
metric = "gower",
scale_euclid = "scale_center",
ordinal_var = "classic",
weight_type = "equal",
stop_if_NA = TRUE)
#> [1] "Running w.type=equal on groups=c(Size)"
#> [1] "Running w.type=equal on groups=c(Plant)"
#> [1] "Running w.type=equal on groups=c(Climate)"
#> [1] "Running w.type=equal on groups=c(Seed)"
#> [1] "Running w.type=equal on groups=c(Sugar)"
#> [1] "Running w.type=equal on groups=c(Use,Use,Use)"
# Compute Functional Spaces Quality (to retrieve species coordinates)
fspaces_quality_fruits <- mFD::quality.fspaces(
sp_dist = sp_dist_fruits,
maxdim_pcoa = 10,
deviation_weighting = "absolute",
fdist_scaling = FALSE,
fdendro = "average")
fspaces_quality_fruits
#> $quality_fspaces
#> mad
#> pcoa_1d 0.13350558
#> pcoa_2d 0.06475567
#> pcoa_3d 0.04261771
#> pcoa_4d 0.03267394
#> pcoa_5d 0.03376338
#> pcoa_6d 0.04017987
#> pcoa_7d 0.04464819
#> pcoa_8d 0.04841744
#> pcoa_9d 0.05097090
#> pcoa_10d 0.05237960
#> tree_average 0.07154738
#>
#> $details_trdist
#> $details_trdist$trdist_summary
#> min max mean sd
#> 0.0289960 0.7191683 0.3593121 0.1369976
#>
#> $details_trdist$trdist_euclidean
#> [1] FALSE
#>
#>
#> $details_fspaces
#> $details_fspaces$sp_pc_coord
#> PC1 PC2 PC3 PC4 PC5
#> apple 0.0265193144 0.013054128 -0.043717435 -0.021211462 -0.148218537
#> apricot 0.1032240731 -0.148535464 -0.084372792 -0.059069034 0.051197559
#> banana -0.3346937349 0.091371413 -0.070877547 0.069888722 -0.050000845
#> currant 0.2941221208 -0.002028080 0.059840313 0.027477102 0.036184138
#> blackberry 0.2398366750 0.002921130 0.096332589 0.012767053 0.063869252
#> blueberry 0.3146904236 0.065534392 -0.061375184 0.170320608 -0.043827091
#> cherry 0.1532479527 -0.250996898 -0.135570593 0.056216685 0.026507879
#> grape 0.0320396363 -0.175761176 0.131682624 -0.063280205 -0.101388849
#> grapefruit -0.1565337233 0.091667465 0.051101664 -0.129100040 0.021725499
#> kiwifruit -0.0076484035 -0.001811478 0.049335316 -0.133654078 -0.149411856
#> lemon -0.1116123197 0.052718824 0.138487467 -0.103193749 0.023077059
#> lime -0.2106569060 0.003790913 0.219519143 0.031204379 0.104197631
#> litchi -0.2423438344 -0.252455139 0.019104502 0.089864709 0.130046060
#> mango -0.3558930629 -0.084500319 -0.155978719 -0.069529132 0.072613533
#> melon 0.0475710274 0.228214444 -0.009073564 -0.130154617 0.037282406
#> orange -0.0673938482 0.026151045 -0.002061839 -0.019971288 -0.014393513
#> passion_fruit -0.1743734750 -0.091951801 0.051587716 0.220532013 -0.147452934
#> peach 0.0403146225 -0.071052366 -0.144444375 -0.097071825 0.002288305
#> pear -0.0008010876 0.019689428 -0.013204612 -0.070565107 -0.070145826
#> pineapple -0.2308886096 0.336194377 -0.081546943 0.178095824 0.031816021
#> plum 0.0896173933 -0.145183768 -0.102585094 -0.018724455 0.019074804
#> raspberry 0.2180001689 0.011254750 0.088794687 0.026582440 0.044477454
#> strawberry 0.2743910893 0.093250971 0.046622086 0.093318143 0.049540096
#> tangerine -0.0989381984 -0.035898731 0.072512352 0.008770777 -0.019765660
#> water_melon 0.1582027062 0.224361939 -0.120111760 -0.069513464 0.030707416
#> PC6 PC7 PC8 PC9 PC10
#> apple 0.040965006 0.039965979 -0.022577267 -0.012017348 -1.067572e-02
#> apricot 0.059097707 -0.027540550 0.056358883 -0.016901596 1.356995e-02
#> banana 0.020752971 -0.041476147 -0.083039226 0.042337245 1.583090e-02
#> currant 0.005808690 -0.114447728 -0.019688896 -0.024109923 -1.297464e-02
#> blackberry 0.035900843 -0.024364564 0.003797170 0.038186173 -9.737454e-03
#> blueberry -0.072940389 -0.011254549 0.007080864 -0.046110072 4.357324e-03
#> cherry -0.020780891 0.004803343 -0.042620591 0.030307476 -2.266872e-02
#> grape -0.195578235 -0.001035913 -0.003686485 0.033761747 -3.964539e-03
#> grapefruit -0.015750045 -0.051616104 -0.001017932 0.004568718 -2.143000e-02
#> kiwifruit -0.010962090 0.006877412 0.052415441 0.009613759 -3.049371e-05
#> lemon 0.101128620 0.044498483 -0.034082720 -0.023135838 -2.153532e-02
#> lime 0.053717374 0.022699643 0.035206514 0.015350425 2.127588e-02
#> litchi -0.107160270 0.013020916 -0.019139655 -0.016630151 -1.110479e-02
#> mango -0.031431302 -0.007224234 0.043541389 0.011834427 1.624666e-04
#> melon -0.136045993 0.036709357 0.013459634 -0.022081148 5.067072e-03
#> orange 0.091930421 -0.061574888 -0.012476483 -0.021006738 -2.425390e-02
#> passion_fruit 0.066901090 -0.006120818 0.066457679 0.020143504 -8.008755e-03
#> peach 0.073541526 0.076191641 -0.010596386 -0.012269290 -3.260209e-02
#> pear -0.004973365 0.023163490 -0.055891141 -0.008962102 3.803879e-02
#> pineapple -0.044607834 0.025787798 0.006751938 -0.010770300 -4.320707e-03
#> plum 0.054398550 0.019423316 0.018261782 -0.013010921 5.390245e-02
#> raspberry 0.045504907 0.029550728 -0.045185074 0.033817649 3.060490e-02
#> strawberry 0.001191018 0.094872368 0.018914728 0.012390681 -1.886095e-02
#> tangerine -0.009194489 -0.033661520 -0.006545485 -0.078234499 1.424240e-02
#> water_melon -0.001413820 -0.057247459 0.034301318 0.052928120 5.115953e-03
#>
#> $details_fspaces$pc_eigenvalues
#> Eigenvalues Relative_eig Rel_corr_eig Broken_stick Cum_corr_eig
#> 1 0.91554391 0.516168083 0.21167674 0.16236050 0.2116767
#> 2 0.47206587 0.266142709 0.12209464 0.11888224 0.3337714
#> 3 0.23421119 0.132044286 0.07404825 0.09714311 0.4078196
#> 4 0.23174667 0.130654830 0.07355042 0.08265036 0.4813700
#> 5 0.13715945 0.077328167 0.05444390 0.07178079 0.5358139
#> 6 0.12085527 0.068136146 0.05115047 0.06308514 0.5869644
#> 7 0.05019228 0.028297553 0.03687662 0.05583876 0.6238410
#> 8 0.03226312 0.018189400 0.03325495 0.04962758 0.6570960
#> 9 0.02181729 0.012300218 0.03114490 0.04419280 0.6882409
#> 10 0.01049296 0.005915751 0.02885740 0.03936188 0.7170983
#> Cumul_br_stick
#> 1 0.1623605
#> 2 0.2812427
#> 3 0.3783858
#> 4 0.4610362
#> 5 0.5328170
#> 6 0.5959021
#> 7 0.6517409
#> 8 0.7013685
#> 9 0.7455613
#> 10 0.7849232
#>
#> $details_fspaces$dendro
#>
#> Call:
#> stats::hclust(d = sp_dist, method = fdendro)
#>
#> Cluster method : average
#> Number of objects: 25
#>
#>
#> $details_fspaces$pairsp_fspaces_dist
#> sp.x sp.y tr pcoa_1d pcoa_2d pcoa_3d
#> 2 apricot apple 0.24018412 0.076704759 0.17887095 0.18343302
#> 3 banana apple 0.37434510 0.361213049 0.36960582 0.37060240
#> 4 currant apple 0.36866051 0.267602806 0.26802749 0.28733768
#> 5 blackberry apple 0.32115315 0.213317361 0.21355789 0.25538399
#> 6 blueberry apple 0.33047439 0.288171109 0.29291085 0.29344261
#> 7 cherry apple 0.28842199 0.126728638 0.29288751 0.30695292
#> 8 grape apple 0.30697774 0.005520322 0.18889598 0.25777291
#> 9 grapefruit apple 0.26126651 0.183053038 0.19921966 0.22063348
#> 10 kiwifruit apple 0.15238928 0.034167718 0.03726150 0.10023589
#> 11 lemon apple 0.25445735 0.138131634 0.14371373 0.23206090
#> 12 lime apple 0.40893135 0.237176220 0.23735704 0.35444585
#> 13 litchi apple 0.48974636 0.268863149 0.37786580 0.38305242
#> 14 mango apple 0.43111819 0.382412377 0.39465947 0.41031536
#> 15 melon apple 0.28274850 0.021051713 0.21618773 0.21894596
#> 16 orange apple 0.18148033 0.093913163 0.09482200 0.10356833
#> 17 passion_fruit apple 0.31053460 0.200892789 0.22668074 0.24590085
#> 18 peach apple 0.14865135 0.013795308 0.08523035 0.13194745
#> 19 pear apple 0.06793207 0.027320402 0.02811461 0.04149053
#> 20 pineapple apple 0.44936314 0.257407924 0.41313250 0.41486086
#> 21 plum apple 0.21118812 0.063098079 0.17035433 0.18023873
#> 22 raspberry apple 0.28826382 0.191480855 0.19148931 0.23286824
#> 23 strawberry apple 0.33417000 0.247871775 0.26052246 0.27574115
#> 24 tangerine apple 0.20798299 0.125457513 0.13466986 0.17789135
#> 25 water_melon apple 0.30199453 0.131683392 0.24898094 0.26043732
#> 28 banana apricot 0.52362013 0.437917808 0.49932686 0.49950920
#> 29 currant apricot 0.29514305 0.190898048 0.24063765 0.28054215
#> 30 blackberry apricot 0.24763570 0.136612602 0.20396594 0.27250053
#> 31 blueberry apricot 0.34708347 0.211466350 0.30090517 0.30178272
#> 32 cherry apricot 0.12305056 0.050023880 0.11402076 0.12498779
#> 33 grape apricot 0.36685884 0.071184437 0.07621328 0.22910348
#> 34 grapefruit apricot 0.37815310 0.259757796 0.35379593 0.37884679
#> 35 kiwifruit apricot 0.26927586 0.110872477 0.18390387 0.22737302
#> 36 lemon apricot 0.37134393 0.214836393 0.29437725 0.36922169
#> 37 lime apricot 0.44248460 0.313880979 0.34889052 0.46268229
#> 38 litchi apricot 0.38296079 0.345567908 0.36085520 0.37539849
#> 39 mango apricot 0.38948413 0.459117136 0.46356126 0.46905911
#> 40 melon apricot 0.39963509 0.055653046 0.38083823 0.38821093
#> 41 orange apricot 0.24382146 0.170617921 0.24418405 0.25768381
#> 42 passion_fruit apricot 0.43304196 0.277597548 0.28330568 0.31424094
#> 43 peach apricot 0.11099248 0.062909451 0.09980596 0.11648959
#> 44 pear apricot 0.22073690 0.104025161 0.19778991 0.21020409
#> 45 pineapple apricot 0.62869977 0.334112683 0.58872260 0.58872939
#> 46 plum apricot 0.02899600 0.013606680 0.01401341 0.02297963
#> 47 raspberry apricot 0.25717061 0.114776096 0.19673959 0.26209434
#> 48 strawberry apricot 0.32731921 0.171167016 0.29624116 0.32391123
#> 49 tangerine apricot 0.26786408 0.202162272 0.23142303 0.27958821
#> 50 water_melon apricot 0.31181041 0.054978633 0.37692854 0.37861907
#> 54 currant banana 0.65209651 0.628815856 0.63571444 0.64901464
#> 55 blackberry banana 0.60458916 0.574530410 0.58129910 0.60487013
#> 56 blueberry banana 0.66239524 0.649384159 0.64989794 0.64996741
#> 57 cherry banana 0.55397589 0.487941688 0.59607311 0.59957347
#> 58 grape banana 0.53414780 0.366733371 0.45371046 0.49687404
#> 59 grapefruit banana 0.28056111 0.178160012 0.17816026 0.21591666
#> 60 kiwifruit banana 0.42168387 0.327045331 0.34006132 0.36068384
#> 61 lemon banana 0.35708528 0.223081415 0.22640526 0.30837161
#> 62 lime banana 0.34489261 0.124036829 0.15184031 0.32769760
#> 63 litchi banana 0.38358308 0.092349900 0.35601292 0.36720835
#> 64 mango banana 0.22343975 0.021199328 0.17714479 0.19652605
#> 65 melon banana 0.46870976 0.382264762 0.40602015 0.41069709
#> 66 orange banana 0.28208805 0.267299887 0.27514165 0.28361687
#> 67 passion_fruit banana 0.31482060 0.160320260 0.24353642 0.27259444
#> 68 peach banana 0.45632978 0.375008357 0.40867194 0.41524069
#> 69 pear banana 0.33722666 0.333892647 0.34150052 0.34633622
#> 70 pineapple banana 0.15956682 0.103805125 0.26592064 0.26613460
#> 71 plum banana 0.49462413 0.424311128 0.48579655 0.48683021
#> 72 raspberry banana 0.57169983 0.552693904 0.55847044 0.58084805
#> 73 strawberry banana 0.64184843 0.609084824 0.60908772 0.62031768
#> 74 tangerine banana 0.30626110 0.235755536 0.26791484 0.30387337
#> 75 water_melon banana 0.50209721 0.492896441 0.51052266 0.51289121
#> 80 blackberry currant 0.10451285 0.054285446 0.05451059 0.06559795
#> 81 blueberry currant 0.14929723 0.020568303 0.07062395 0.14028877
#> 82 cherry currant 0.30253705 0.140874168 0.28606119 0.34643387
#> 83 grape currant 0.41200189 0.262082485 0.31443667 0.32253951
#> 84 grapefruit currant 0.46381813 0.450655844 0.46029289 0.46037583
#> 85 kiwifruit currant 0.39202880 0.301770524 0.30177060 0.30195339
#> 86 lemon currant 0.45700896 0.405734440 0.40941136 0.41689691
#> 87 lime currant 0.52814963 0.504779027 0.50481257 0.52946488
#> 88 litchi currant 0.59477051 0.536465955 0.59203837 0.59343815
#> 89 mango currant 0.68462718 0.650015184 0.65522623 0.68985452
#> 90 melon currant 0.38540695 0.246551093 0.33734116 0.34430827
#> 91 orange currant 0.37000846 0.361515969 0.36261255 0.36785831
#> 92 passion_fruit currant 0.54535673 0.468495596 0.47704759 0.47711896
#> 93 peach currant 0.38667582 0.253807498 0.26302585 0.33303878
#> 94 pear currant 0.34921329 0.294923208 0.29572174 0.30460944
#> 95 pineapple currant 0.64606505 0.525010730 0.62452438 0.64032886
#> 96 plum currant 0.32413906 0.204504727 0.24963120 0.29782167
#> 97 raspberry currant 0.14839119 0.076121952 0.07727215 0.08251873
#> 98 strawberry currant 0.20237818 0.019731032 0.09730062 0.09819436
#> 99 tangerine currant 0.39634047 0.393060319 0.39451696 0.39472043
#> 100 water_melon currant 0.28535284 0.135919415 0.26405781 0.31954542
#> 106 blueberry blackberry 0.21744644 0.074853749 0.09758844 0.18545955
#> 107 cherry blackberry 0.27119131 0.086588722 0.26827593 0.35461396
#> 108 grape blackberry 0.36449453 0.207797039 0.27405652 0.27632698
#> 109 grapefruit blackberry 0.41493715 0.396370398 0.40618395 0.40869456
#> 110 kiwifruit blackberry 0.34452145 0.247485078 0.24753032 0.25195239
#> 111 lemon blackberry 0.35249611 0.351448995 0.35495944 0.35745383
#> 112 lime blackberry 0.42363678 0.450493581 0.45049442 0.46703335
#> 113 litchi blackberry 0.54726315 0.482180509 0.54563274 0.55107101
#> 114 mango blackberry 0.63711982 0.595729738 0.60210998 0.65283798
#> 115 melon blackberry 0.33789960 0.192265648 0.29618095 0.31437814
#> 116 orange blackberry 0.32250111 0.307230523 0.30810749 0.32343730
#> 117 passion_fruit blackberry 0.49784937 0.414210150 0.42493637 0.42728565
#> 118 peach blackberry 0.33916847 0.199522052 0.21279363 0.32133265
#> 119 pear blackberry 0.30170593 0.240637763 0.24122129 0.26492661
#> 120 pineapple blackberry 0.59855769 0.470725285 0.57676109 0.60356812
#> 121 plum blackberry 0.27663170 0.150219282 0.21095235 0.28994678
#> 122 raspberry blackberry 0.04387834 0.021836506 0.02337268 0.02455814
#> 123 strawberry blackberry 0.09809427 0.034554414 0.09671343 0.10874108
#> 124 tangerine blackberry 0.34883311 0.338774873 0.34099178 0.34182276
#> 125 water_melon blackberry 0.23784549 0.081633969 0.23600876 0.32023162
#> 132 cherry blueberry 0.28859335 0.161442471 0.35532482 0.36298855
#> 133 grape blueberry 0.44654304 0.282650787 0.37163829 0.41879152
#> 134 grapefruit blueberry 0.55856990 0.471224147 0.47194823 0.48516613
#> 135 kiwifruit blueberry 0.44969267 0.322338827 0.32929893 0.34741128
#> 136 lemon blueberry 0.55176074 0.426302743 0.42649533 0.47100249
#> 137 lime blueberry 0.62290140 0.525347330 0.52896321 0.59891877
#> 138 litchi blueberry 0.62931166 0.557034258 0.64140822 0.64643753
#> 139 mango blueberry 0.71916833 0.670583487 0.68716274 0.69364433
#> 140 melon blueberry 0.35782967 0.267119396 0.31275801 0.31710098
#> 141 orange blueberry 0.42423826 0.382084272 0.38410863 0.38866118
#> 142 passion_fruit blueberry 0.50717061 0.489063899 0.51379509 0.52606655
#> 143 peach blueberry 0.40959110 0.274375801 0.30649310 0.31755080
#> 144 pear blueberry 0.36523546 0.315491511 0.31880504 0.32242373
#> 145 pineapple blueberry 0.52444431 0.545579033 0.60902653 0.60936049
#> 146 plum blueberry 0.33626929 0.225073030 0.30831804 0.31105991
#> 147 raspberry blueberry 0.21890054 0.096690255 0.11088411 0.18667157
#> 148 strawberry blueberry 0.13753399 0.040299334 0.04891058 0.11855655
#> 149 tangerine blueberry 0.43088162 0.413628622 0.42588416 0.44643386
#> 150 water_melon blueberry 0.27000500 0.156487717 0.22296770 0.23057446
#> 158 grape cherry 0.32461636 0.121208316 0.14265998 0.30294579
#> 159 grapefruit cherry 0.50120366 0.309781676 0.46193458 0.49822694
#> 160 kiwifruit cherry 0.39232642 0.160896356 0.29661593 0.34952998
#> 161 lemon cherry 0.49439449 0.264860272 0.40298164 0.48734179
#> 162 lime cherry 0.56553516 0.363904859 0.44423369 0.56871108
#> 163 litchi cherry 0.34071831 0.395591787 0.39559447 0.42475802
#> 164 mango cherry 0.43057498 0.509141016 0.53567311 0.53606173
#> 165 melon cherry 0.52268565 0.105676925 0.49072510 0.50676683
#> 166 orange cherry 0.36687202 0.220641801 0.35425102 0.37857413
#> 167 passion_fruit cherry 0.44657426 0.327621428 0.36418559 0.40946230
#> 168 peach cherry 0.18555819 0.112933330 0.21244757 0.21263282
#> 169 pear cherry 0.30786921 0.154049040 0.31145175 0.33462759
#> 170 pineapple cherry 0.68930028 0.384136562 0.70167976 0.70375638
#> 171 plum cherry 0.11223637 0.063630559 0.12347172 0.12780184
#> 172 raspberry cherry 0.27264541 0.064752216 0.27012733 0.35115318
#> 173 strawberry cherry 0.30238997 0.121143137 0.36494144 0.40789267
#> 174 tangerine cherry 0.36023699 0.252186151 0.33145901 0.39136120
#> 175 water_melon cherry 0.43486097 0.004954754 0.47538466 0.47563594
#> 184 grapefruit grape 0.36622405 0.188573360 0.32722773 0.33700338
#> 185 kiwifruit grape 0.18663975 0.039688040 0.17841984 0.19650628
#> 186 lemon grape 0.39981893 0.143651956 0.26988700 0.26997278
#> 187 lime grape 0.43055556 0.242696542 0.30189496 0.31441345
#> 188 litchi grape 0.31723138 0.274383471 0.28490043 0.30633656
#> 189 mango grape 0.47737471 0.387932699 0.39852268 0.49149707
#> 190 melon grape 0.38770604 0.015531391 0.40427407 0.42807690
#> 191 orange grape 0.37532676 0.099433485 0.22506791 0.26180746
#> 192 passion_fruit grape 0.40452395 0.206413111 0.22277878 0.23673947
#> 193 peach grape 0.40714424 0.008274986 0.10503528 0.29542940
#> 194 pear grape 0.25369769 0.032840724 0.19819044 0.24550308
#> 195 pineapple grape 0.67553280 0.262928246 0.57552563 0.61375614
#> 196 plum grape 0.36210526 0.057577757 0.06519337 0.24316978
#> 197 raspberry grape 0.35584762 0.185960533 0.26373524 0.26719965
#> 198 strawberry grape 0.42599623 0.242351453 0.36207977 0.37193690
#> 199 tangerine grape 0.26566142 0.130977835 0.19161601 0.20054381
#> 200 water_melon grape 0.48776016 0.126163070 0.41954216 0.48930158
#> 210 kiwifruit grapefruit 0.21998834 0.148885320 0.17579861 0.17580748
#> 211 lemon grapefruit 0.11692821 0.044921404 0.05945527 0.10569393
#> 212 lime grapefruit 0.23099817 0.054123183 0.10320662 0.19752482
#> 213 litchi grapefruit 0.38232601 0.085810111 0.35466004 0.35610049
#> 214 mango grapefruit 0.25652611 0.199359340 0.26604367 0.33713724
#> 215 melon grapefruit 0.20074023 0.204104751 0.24556837 0.25283371
#> 216 orange grapefruit 0.13433164 0.089139875 0.11062693 0.12273824
#> 217 passion_fruit grapefruit 0.40513445 0.017839752 0.18448385 0.18448449
#> 218 peach grapefruit 0.31564547 0.196848346 0.25539580 0.32166017
#> 219 pear grapefruit 0.19333444 0.155732636 0.17156192 0.18321787
#> 220 pineapple grapefruit 0.36745893 0.074354886 0.25558181 0.28795436
#> 221 plum grapefruit 0.38896728 0.246151117 0.34159754 0.37457776
#> 222 raspberry grapefruit 0.40629024 0.374533892 0.38306898 0.38491896
#> 223 strawberry grapefruit 0.47643884 0.430924813 0.43092772 0.43095100
#> 224 tangerine grapefruit 0.14096667 0.057595525 0.13996563 0.14159377
#> 225 water_melon grapefruit 0.30674673 0.314736430 0.34156528 0.38207444
#> 236 lemon kiwifruit 0.21317918 0.103963916 0.11739697 0.14741152
#> 237 lime kiwifruit 0.36765318 0.203008503 0.20308579 0.26496485
#> 238 litchi kiwifruit 0.48051948 0.234695431 0.34337180 0.34470000
#> 239 mango kiwifruit 0.42189130 0.348244659 0.35792707 0.41263257
#> 240 melon kiwifruit 0.24147034 0.055219431 0.23656101 0.24366516
#> 241 orange kiwifruit 0.19212107 0.059745445 0.06596530 0.08362469
#> 242 passion_fruit kiwifruit 0.35181277 0.166725072 0.18953239 0.18954577
#> 243 peach kiwifruit 0.22050450 0.047963026 0.08423035 0.21129439
#> 244 pear kiwifruit 0.08445721 0.006847316 0.02256490 0.06648622
#> 245 pineapple kiwifruit 0.50858170 0.223240206 0.40507302 0.42569275
#> 246 plum kiwifruit 0.28009005 0.097265797 0.17325198 0.23042582
#> 247 raspberry kiwifruit 0.33587454 0.225648572 0.22602656 0.22944508
#> 248 strawberry kiwifruit 0.40602314 0.282039493 0.29762921 0.29764157
#> 249 tangerine kiwifruit 0.19875611 0.091289795 0.09744623 0.10016458
#> 250 water_melon kiwifruit 0.32536283 0.165851110 0.28046569 0.32767868
#> 262 lime lemon 0.15447400 0.099044586 0.11047068 0.13700330
#> 263 litchi lemon 0.41592088 0.130731515 0.33199680 0.35280897
#> 264 mango lemon 0.35729271 0.244280743 0.28018240 0.40646342
#> 265 melon lemon 0.31766844 0.159183347 0.23693470 0.27912776
#> 266 orange lemon 0.12752248 0.044218471 0.05158605 0.14971716
#> 267 passion_fruit lemon 0.39832529 0.062761155 0.15769766 0.18005588
#> 268 peach lemon 0.30883630 0.151926942 0.19596199 0.34416788
#> 269 pear lemon 0.18652528 0.110811232 0.11562902 0.19073688
#> 270 pineapple lemon 0.44398310 0.119276290 0.30754711 0.37815389
#> 271 plum lemon 0.38215812 0.201229713 0.28223896 0.37118030
#> 272 raspberry lemon 0.33286020 0.329612489 0.33221027 0.33590629
#> 273 strawberry lemon 0.41422675 0.386003409 0.38812561 0.39884926
#> 274 tangerine lemon 0.13415751 0.012674121 0.08951930 0.11120441
#> 275 water_melon lemon 0.40751332 0.269815026 0.31978353 0.41126034
#> 288 litchi lime 0.27999084 0.031686928 0.25819779 0.32685185
#> 289 mango lime 0.32085761 0.145236157 0.16996730 0.41217415
#> 290 melon lime 0.43173840 0.258227933 0.34212218 0.41146350
#> 291 orange lime 0.28199648 0.143263058 0.14499751 0.26480637
#> 292 passion_fruit lime 0.30279928 0.036283431 0.10238728 0.19668279
#> 293 peach lime 0.46331030 0.250971529 0.26189354 0.44839454
#> 294 pear lime 0.34099928 0.209855818 0.21045719 0.31377153
#> 295 pineapple lime 0.43179043 0.020231704 0.33301859 0.44893449
#> 296 plum lime 0.45329878 0.300274299 0.33519861 0.46487552
#> 297 raspberry lime 0.40400086 0.428657075 0.42872205 0.44820919
#> 298 strawberry lime 0.48536741 0.485047995 0.49322881 0.52265481
#> 299 tangerine lime 0.20529817 0.111718708 0.11855943 0.18885797
#> 300 water_melon lime 0.53774489 0.368859612 0.42977784 0.54777563
#> 314 mango litchi 0.16014333 0.113549228 0.20273690 0.26787382
#> 315 melon litchi 0.57047466 0.289914862 0.56133223 0.56203904
#> 316 orange litchi 0.39142871 0.174949986 0.32898162 0.32966182
#> 317 passion_fruit litchi 0.36507035 0.067970359 0.17430230 0.17730327
#> 318 peach litchi 0.42324620 0.282658457 0.33586124 0.37356526
#> 319 pear litchi 0.43646631 0.241542747 0.36387575 0.36530733
#> 320 pineapple litchi 0.52496809 0.011455225 0.58876097 0.59730243
#> 321 plum litchi 0.37820721 0.331961228 0.34886302 0.36947769
#> 322 raspberry litchi 0.53861624 0.460344003 0.53052757 0.53508525
#> 323 strawberry litchi 0.60876485 0.516734924 0.62171352 0.62232219
#> 324 tangerine litchi 0.28176338 0.143405636 0.25973420 0.26516835
#> 325 water_melon litchi 0.67052878 0.400546541 0.62272952 0.63810126
#> 340 melon mango 0.44467477 0.403464090 0.51046429 0.53118257
#> 341 orange mango 0.31461871 0.288499215 0.30899113 0.34520418
#> 342 passion_fruit mango 0.37159368 0.181519588 0.18167247 0.27584182
#> 343 peach mango 0.34643620 0.396207685 0.39643584 0.39660360
#> 344 pear mango 0.37783813 0.355091975 0.37006191 0.39664879
#> 345 pineapple mango 0.38300658 0.125004453 0.43887372 0.44514068
#> 346 plum mango 0.38473055 0.445510456 0.44962434 0.45278353
#> 347 raspberry mango 0.62847292 0.573893232 0.58182684 0.63121826
#> 348 strawberry mango 0.69862152 0.630284152 0.65486917 0.68549305
#> 349 tangerine mango 0.30646853 0.256954864 0.26151083 0.34726947
#> 350 water_melon mango 0.51038545 0.514095769 0.59974191 0.60081344
#> 366 orange melon 0.32248030 0.114964876 0.23247912 0.23258483
#> 367 passion_fruit melon 0.59328311 0.221944502 0.38957129 0.39426587
#> 368 peach melon 0.33712746 0.007256405 0.29935477 0.32854001
#> 369 pear melon 0.21481643 0.048372115 0.21406201 0.21410187
#> 370 pineapple melon 0.33338536 0.278459637 0.29866274 0.30733016
#> 371 plum melon 0.41044927 0.042046366 0.37575806 0.38721897
#> 372 raspberry melon 0.32925269 0.170429142 0.27589419 0.29273844
#> 373 strawberry melon 0.28829018 0.226820062 0.26393651 0.26974893
#> 374 tangerine melon 0.32911533 0.146509226 0.30202768 0.31285298
#> 375 water_melon melon 0.10600649 0.110631679 0.11069874 0.15679187
#> 392 passion_fruit orange 0.30716644 0.106979627 0.15935157 0.16814041
#> 393 peach orange 0.21666597 0.107708471 0.14508486 0.20327913
#> 394 pear orange 0.14587149 0.066592761 0.06690552 0.06782706
#> 395 pineapple orange 0.38716769 0.163494761 0.35051021 0.35940964
#> 396 plum orange 0.25463564 0.157011242 0.23239653 0.25320559
#> 397 raspberry orange 0.31385420 0.285394017 0.28578251 0.29987756
#> 398 strawberry orange 0.38400280 0.341784938 0.34830926 0.35169514
#> 399 tangerine orange 0.10966533 0.031544350 0.06960762 0.10201240
#> 400 water_melon orange 0.30334249 0.225596554 0.30030212 0.32267189
#> 418 peach passion_fruit 0.44100413 0.214688098 0.21570296 0.29147272
#> 419 pear passion_fruit 0.37846667 0.173572387 0.20637620 0.21630807
#> 420 pineapple passion_fruit 0.42656441 0.056515135 0.43186006 0.45191586
#> 421 plum passion_fruit 0.40404595 0.263990868 0.26930433 0.31031287
#> 422 raspberry passion_fruit 0.48112166 0.392373644 0.40571994 0.40742242
#> 423 strawberry passion_fruit 0.51086622 0.448764564 0.48547884 0.48550423
#> 424 tangerine passion_fruit 0.26416778 0.075435277 0.09398100 0.09628223
#> 425 water_melon passion_fruit 0.57818570 0.332576181 0.45897854 0.49004286
#> 444 pear peach 0.15344655 0.041115710 0.09962216 0.16476787
#> 445 pineapple peach 0.53716700 0.271203232 0.48928632 0.49331247
#> 446 plum peach 0.09756424 0.049302771 0.08902937 0.09837900
#> 447 raspberry peach 0.30627914 0.177685546 0.19582292 0.30454404
#> 448 strawberry peach 0.35218531 0.234076467 0.28598493 0.34393862
#> 449 tangerine peach 0.30814949 0.139252821 0.14362147 0.26018714
#> 450 water_melon peach 0.32000985 0.117888084 0.31806794 0.31899732
#> 470 pineapple pear 0.42412449 0.230087522 0.39129995 0.39722327
#> 471 plum pear 0.19563284 0.090418481 0.18803902 0.20820073
#> 472 raspberry pear 0.26881660 0.218801257 0.21896377 0.24155536
#> 473 strawberry pear 0.33896520 0.275192177 0.28485441 0.29106918
#> 474 tangerine pear 0.15470294 0.098137111 0.11278713 0.14166275
#> 475 water_melon pear 0.28254731 0.159003794 0.25917763 0.28036081
#> 496 plum pineapple 0.60130633 0.320506003 0.57831567 0.57869821
#> 497 raspberry pineapple 0.56566836 0.448888779 0.55415422 0.57974405
#> 498 strawberry pineapple 0.50046343 0.505279699 0.56065058 0.57511423
#> 499 tangerine pineapple 0.40987138 0.131950411 0.39479639 0.42379058
#> 500 water_melon pineapple 0.38495463 0.389091316 0.40484385 0.40667652
#> 522 raspberry plum 0.24374237 0.128382776 0.20237378 0.27853432
#> 523 strawberry plum 0.31389097 0.184773696 0.30164954 0.33653414
#> 524 tangerine plum 0.26311050 0.188555592 0.21793676 0.27956313
#> 525 water_melon plum 0.34080642 0.068585313 0.37585632 0.37626475
#> 548 strawberry raspberry 0.08136655 0.056390920 0.09951541 0.10808258
#> 549 tangerine raspberry 0.34018620 0.316938367 0.32042687 0.32084029
#> 550 water_melon raspberry 0.26556222 0.059797463 0.22133777 0.30435557
#> 574 tangerine strawberry 0.41033480 0.373329288 0.39503722 0.39588472
#> 575 water_melon strawberry 0.22459971 0.116188383 0.17518512 0.24184706
#> 600 water_melon tangerine 0.41300783 0.257140905 0.36586481 0.41347444
#> pcoa_4d pcoa_5d pcoa_6d pcoa_7d pcoa_8d pcoa_9d
#> 2 0.18729888 0.27358298 0.27418323 0.28237134 0.29319702 0.29323770
#> 3 0.38163514 0.39407118 0.39458918 0.40290624 0.40741759 0.41102738
#> 4 0.29143356 0.34487369 0.34666097 0.37949628 0.37950727 0.37969988
#> 5 0.25763447 0.33370159 0.33374002 0.33988354 0.34090531 0.34458210
#> 6 0.35041846 0.36563735 0.38296881 0.38637890 0.38751549 0.38901230
#> 7 0.31656786 0.36158614 0.36682024 0.36850170 0.36904639 0.37146551
#> 8 0.26118318 0.26534821 0.35547486 0.35783171 0.35833001 0.36124247
#> 9 0.24559943 0.29866378 0.30400107 0.31749634 0.31822749 0.31865943
#> 10 0.15063391 0.15063864 0.15933745 0.16273683 0.17918477 0.18048570
#> 11 0.24611655 0.29985920 0.30583525 0.30586883 0.30608515 0.30628702
#> 12 0.35830055 0.43828439 0.43846987 0.43880970 0.44259792 0.44344325
#> 13 0.39883214 0.48631087 0.50836931 0.50908290 0.50909450 0.50911540
#> 14 0.41315044 0.46846568 0.47402671 0.47636985 0.48093649 0.48152759
#> 15 0.24455254 0.30694714 0.35432956 0.35434453 0.35617229 0.35631444
#> 16 0.10357576 0.16922492 0.17673299 0.20382614 0.20407627 0.20427416
#> 17 0.34482914 0.34482999 0.34580400 0.34886157 0.36004391 0.36147744
#> 18 0.15220028 0.21404961 0.21651435 0.21952394 0.21985064 0.21985078
#> 19 0.06447671 0.10125510 0.11118871 0.11245111 0.11728199 0.11732178
#> 20 0.46025311 0.49421187 0.50156563 0.50176598 0.50262242 0.50262397
#> 21 0.18025589 0.24592529 0.24629192 0.24714714 0.25049858 0.25050055
#> 22 0.23772226 0.30601245 0.30604612 0.30622330 0.30705671 0.31045880
#> 23 0.29858032 0.35813222 0.36033409 0.36449330 0.36684732 0.36765841
#> 24 0.18040030 0.22145972 0.22706912 0.23870776 0.23924550 0.24824005
#> 25 0.26487862 0.31964853 0.32244557 0.33678123 0.34155054 0.34767037
#> 28 0.51588714 0.52571918 0.52711571 0.52729989 0.54541453 0.54862214
#> 29 0.29358837 0.29397200 0.29876287 0.31114645 0.32030513 0.32038623
#> 30 0.28181015 0.28209490 0.28304704 0.28306486 0.28790354 0.29312644
#> 31 0.37906783 0.39079675 0.41249989 0.41282126 0.41575199 0.41677674
#> 32 0.17003748 0.17182062 0.18948065 0.19222134 0.21620819 0.22130223
#> 33 0.22914218 0.27529757 0.37503145 0.37596687 0.38073157 0.38408763
#> 34 0.38526514 0.38639078 0.39357340 0.39430908 0.39846173 0.39903975
#> 35 0.23929359 0.31225880 0.32002177 0.32186725 0.32189141 0.32298165
#> 36 0.37184896 0.37291073 0.37527191 0.38212384 0.39268093 0.39273042
#> 37 0.47140661 0.47437664 0.47440715 0.47705998 0.47752869 0.47861659
#> 38 0.40386296 0.41148800 0.44380636 0.44565606 0.45200592 0.45200600
#> 39 0.46917573 0.46966425 0.47830954 0.47874081 0.47891236 0.47977371
#> 40 0.39466554 0.39491078 0.44049470 0.44515574 0.44721805 0.44724804
#> 41 0.26063303 0.26875968 0.27075774 0.27288842 0.28143631 0.28146625
#> 42 0.42062348 0.46517323 0.46523868 0.46573150 0.46584098 0.46731163
#> 43 0.12253178 0.13193238 0.13272067 0.16844923 0.18126817 0.18132735
#> 44 0.21051821 0.24298587 0.25129114 0.25635549 0.27985390 0.27996650
#> 45 0.63470423 0.63500008 0.64341273 0.64561897 0.64752197 0.64755100
#> 46 0.04643004 0.05645901 0.05665423 0.07358877 0.08286553 0.08295682
#> 47 0.27573468 0.27581656 0.27615130 0.28199105 0.29971675 0.30397791
#> 48 0.35796695 0.35797079 0.36262414 0.38272861 0.38455592 0.38566993
#> 49 0.28770090 0.29632345 0.30409112 0.30415272 0.31058950 0.31658736
#> 50 0.37876310 0.37931692 0.38411323 0.38526027 0.38589119 0.39215839
#> 54 0.65039892 0.65608429 0.65625447 0.66029901 0.66333103 0.66665079
#> 55 0.60756132 0.61814008 0.61832566 0.61856238 0.62462788 0.62464167
#> 56 0.65768092 0.65770990 0.66434988 0.66503692 0.67111529 0.67691850
#> 57 0.59972933 0.60458982 0.60601478 0.60777932 0.60912180 0.60924058
#> 58 0.51441012 0.51697050 0.56040850 0.56186573 0.56744159 0.56750639
#> 59 0.29362652 0.30226015 0.30445635 0.30462516 0.31547422 0.31772700
#> 60 0.41415275 0.42591672 0.42709589 0.42982434 0.45066277 0.45184926
#> 61 0.35362493 0.36109690 0.36993407 0.37979317 0.38293549 0.38849236
#> 62 0.32997302 0.36422433 0.36571303 0.37130116 0.38967500 0.39060836
#> 63 0.36775129 0.40946050 0.42897517 0.43242297 0.43711873 0.44107815
#> 64 0.24095606 0.27035923 0.27534943 0.27747162 0.30498058 0.30650216
#> 65 0.45682539 0.46508902 0.49080924 0.49699767 0.50627929 0.51036109
#> 66 0.29751193 0.29963516 0.30797315 0.30862829 0.31659204 0.32286682
#> 67 0.31145004 0.32634037 0.32958715 0.33147803 0.36363032 0.36430698
#> 68 0.44754961 0.45059384 0.45367548 0.46868662 0.47425216 0.47738558
#> 69 0.37373259 0.37427513 0.37515826 0.38068622 0.38165301 0.38508524
#> 70 0.28729149 0.29871458 0.30578168 0.31309244 0.32571357 0.33001475
#> 71 0.49482921 0.49962726 0.50075885 0.50444838 0.51451925 0.51748766
#> 72 0.58246020 0.59007291 0.59059182 0.59484747 0.59605071 0.59611159
#> 73 0.62075998 0.62869019 0.62899446 0.64360310 0.65162839 0.65231614
#> 74 0.30995875 0.31142992 0.31286650 0.31296408 0.32217667 0.34399906
#> 75 0.53149822 0.53759109 0.53804791 0.53827900 0.55092022 0.55102201
#> 80 0.06722705 0.07270448 0.07868595 0.11960960 0.12189361 0.13688994
#> 81 0.20021290 0.21560845 0.22953958 0.25166894 0.25308867 0.25404307
#> 82 0.34762392 0.34775857 0.34877360 0.36859713 0.36930977 0.37329741
#> 83 0.33506510 0.36220844 0.41442930 0.42966718 0.42996507 0.43384224
#> 84 0.48627390 0.48648881 0.48696626 0.49100301 0.49135787 0.49219409
#> 85 0.34225591 0.38933916 0.38970019 0.40814952 0.41446962 0.41583933
#> 86 0.43689576 0.43709233 0.44736516 0.47476256 0.47498071 0.47498170
#> 87 0.52947800 0.53382842 0.53597390 0.55324265 0.55595947 0.55735810
#> 88 0.59670852 0.60404562 0.61451859 0.62759968 0.62759992 0.62764449
#> 89 0.69664157 0.69759342 0.69858671 0.70676748 0.70959026 0.71050006
#> 90 0.37867657 0.37867816 0.40437594 0.43170402 0.43297481 0.43297957
#> 91 0.37090576 0.37433833 0.38411735 0.38773918 0.38780626 0.38781867
#> 92 0.51469671 0.54647532 0.54987959 0.56044828 0.56703043 0.56875467
#> 93 0.35556612 0.35717810 0.36354358 0.41049641 0.41059709 0.41076779
#> 94 0.31999873 0.33720208 0.33737442 0.36436019 0.36615427 0.36646747
#> 95 0.65780472 0.65781923 0.65974841 0.67448793 0.67500598 0.67513778
#> 96 0.30138403 0.30186928 0.30575486 0.33377761 0.33592818 0.33611149
#> 97 0.08252358 0.08293926 0.09194950 0.17085159 0.17274351 0.18219749
#> 98 0.11822510 0.11897713 0.11906670 0.24081483 0.24388936 0.24660559
#> 99 0.39516344 0.39910465 0.39938655 0.40747519 0.40768711 0.41126421
#> 100 0.33394078 0.33398569 0.33406377 0.33892547 0.34319880 0.35173894
#> 106 0.24334825 0.26611439 0.28751223 0.28781097 0.28782971 0.29991965
#> 107 0.35726591 0.35921414 0.36365866 0.36482652 0.36776758 0.36785197
#> 108 0.28660039 0.33083232 0.40377294 0.40444631 0.40451554 0.40453973
#> 109 0.43261705 0.43466494 0.43772300 0.43857048 0.43859692 0.43988338
#> 110 0.29140891 0.36112046 0.36414848 0.36548622 0.36870573 0.36981117
#> 111 0.37579269 0.37800020 0.38358677 0.38971904 0.39155564 0.39632841
#> 112 0.46739714 0.46913374 0.46947193 0.47182511 0.47286941 0.47342048
#> 113 0.55643805 0.56035942 0.57833309 0.57954019 0.57999391 0.58257855
#> 114 0.65800463 0.65806273 0.66149843 0.66172045 0.66291294 0.66343649
#> 115 0.34534073 0.34636264 0.38669470 0.39148795 0.39160717 0.39621753
#> 116 0.32508997 0.33437785 0.33903961 0.34107546 0.34146347 0.34655606
#> 117 0.47512030 0.51999651 0.52091975 0.52123912 0.52499196 0.52530191
#> 118 0.33958689 0.34512529 0.34717184 0.36144133 0.36172782 0.36522974
#> 119 0.27772352 0.30836731 0.31106446 0.31467446 0.32028535 0.32373704
#> 120 0.62580195 0.62662229 0.63177301 0.63376052 0.63376741 0.63565546
#> 121 0.29165194 0.29507185 0.29565108 0.29887613 0.29922594 0.30357422
#> 122 0.02817742 0.03420539 0.03552812 0.06456861 0.08104546 0.08116311
#> 123 0.13532590 0.13608242 0.14043930 0.18422986 0.18484908 0.18664027
#> 124 0.34184612 0.35192836 0.35480580 0.35492759 0.35507825 0.37367678
#> 125 0.33063330 0.33229217 0.33438072 0.33599368 0.33737554 0.33769747
#> 132 0.38050019 0.38694625 0.39044592 0.39077599 0.39392398 0.40126767
#> 133 0.47953694 0.48297933 0.49830620 0.49841097 0.49852726 0.50488507
#> 134 0.57012183 0.57387807 0.57672071 0.57813133 0.57818805 0.58040483
#> 135 0.46162237 0.47354340 0.47758210 0.47792618 0.48007151 0.48329473
#> 136 0.54465902 0.54875278 0.57569926 0.57839263 0.57985557 0.58031051
#> 137 0.61486342 0.63243050 0.64498878 0.64588189 0.64649398 0.64940886
#> 138 0.65142508 0.67423031 0.67509815 0.67553446 0.67604314 0.67668559
#> 139 0.73394166 0.74312097 0.74427937 0.74429028 0.74518279 0.74743224
#> 140 0.43685054 0.44431649 0.44877551 0.45133136 0.45137643 0.45201557
#> 141 0.43274533 0.43374515 0.46402288 0.46674337 0.46715293 0.46782693
#> 142 0.52845738 0.53852160 0.55638220 0.55640589 0.55956511 0.56347374
#> 143 0.41513519 0.41768871 0.44262942 0.45118471 0.45153087 0.45279723
#> 144 0.40247110 0.40333071 0.40901733 0.41046288 0.41526528 0.41692352
#> 145 0.60941009 0.61408676 0.61474001 0.61585503 0.61585511 0.61686824
#> 146 0.36400042 0.36939539 0.39072773 0.39193021 0.39208966 0.39348425
#> 147 0.23559910 0.25160411 0.27808976 0.28106759 0.28588584 0.29684871
#> 148 0.14136844 0.16941802 0.18492683 0.21321551 0.21354366 0.22141191
#> 149 0.47476472 0.47537405 0.47962905 0.48015216 0.48034548 0.48141848
#> 150 0.33269350 0.34094040 0.34836246 0.35138548 0.35243823 0.36608916
#> 158 0.32566188 0.34987602 0.39111040 0.39115399 0.39308689 0.39310207
#> 159 0.53157537 0.53159688 0.53162069 0.53460612 0.53622242 0.53683980
#> 160 0.39777143 0.43493662 0.43504744 0.43505238 0.44531160 0.44579216
#> 161 0.51275112 0.51276260 0.52705541 0.52854812 0.52861707 0.53131177
#> 162 0.56926085 0.57453774 0.57934756 0.57962391 0.58482556 0.58501679
#> 163 0.42608868 0.43848799 0.44691511 0.44699065 0.44760697 0.45006126
#> 164 0.55061256 0.55253952 0.55264215 0.55277302 0.55944785 0.55975276
#> 165 0.53995082 0.54005831 0.55222189 0.55314285 0.55597842 0.55844120
#> 166 0.38616445 0.38832448 0.40435102 0.40976312 0.41087040 0.41406235
#> 167 0.44120166 0.47425865 0.48229596 0.48241967 0.49459762 0.49470204
#> 168 0.26212608 0.26324261 0.27963081 0.28859951 0.29037085 0.29347574
#> 169 0.35783970 0.37066317 0.37100009 0.37145412 0.37169109 0.37375977
#> 170 0.71423216 0.71425188 0.71464919 0.71495721 0.71665994 0.71783623
#> 171 0.14815358 0.14833993 0.16630299 0.16694438 0.17769944 0.18290318
#> 172 0.35240140 0.35285925 0.35903128 0.35988316 0.35989230 0.35990942
#> 173 0.40957654 0.41022363 0.41081163 0.42056940 0.42504731 0.42542476
#> 174 0.39422671 0.39693317 0.39710224 0.39896082 0.40058850 0.41503314
#> 175 0.49197319 0.49199111 0.49237216 0.49626670 0.50219281 0.50270201
#> 184 0.34337084 0.36477483 0.40669258 0.40982583 0.40983451 0.41087293
#> 185 0.20872757 0.21418078 0.28276586 0.28287656 0.28838616 0.28939541
#> 186 0.27290729 0.29995025 0.42190652 0.42435656 0.42544380 0.42923159
#> 187 0.32830345 0.38736153 0.46064873 0.46125983 0.46289664 0.46326264
#> 188 0.34248424 0.41334921 0.42270002 0.42293368 0.42321590 0.42620540
#> 189 0.49153680 0.52142617 0.54665297 0.54668799 0.54872419 0.54916213
#> 190 0.43326899 0.45491948 0.45879824 0.46034827 0.46066747 0.46403981
#> 191 0.26536542 0.27926152 0.40080946 0.40535563 0.40545093 0.40913328
#> 192 0.36958754 0.37244711 0.45564487 0.45567324 0.46104046 0.46124155
#> 193 0.29735569 0.31491166 0.41424003 0.42137738 0.42143403 0.42394044
#> 194 0.24561114 0.24759030 0.31245988 0.31339558 0.31771388 0.32057361
#> 195 0.65951420 0.67283172 0.68956115 0.69008267 0.69016162 0.69159682
#> 196 0.24721803 0.27500590 0.37164047 0.37220320 0.37284976 0.37577204
#> 197 0.28190592 0.31740814 0.39858375 0.39975561 0.40190382 0.40190383
#> 198 0.40355929 0.43085920 0.47366421 0.48327651 0.48380471 0.48427649
#> 199 0.21309426 0.22819182 0.29463606 0.29643690 0.29645069 0.31690089
#> 200 0.48934128 0.50685729 0.54277448 0.54567745 0.54699812 0.54733381
#> 210 0.17586646 0.24539153 0.24543824 0.25231215 0.25790802 0.25795736
#> 211 0.10882253 0.10883093 0.15970220 0.18639422 0.18930422 0.19132075
#> 212 0.25438860 0.26742329 0.27629864 0.28611845 0.28840246 0.28860392
#> 213 0.41803483 0.43184079 0.44140944 0.44611684 0.44648475 0.44698773
#> 214 0.34235977 0.34612108 0.34647613 0.34930838 0.35213900 0.35221395
#> 215 0.25283591 0.25331406 0.28042669 0.29400768 0.29436392 0.29556781
#> 216 0.16423691 0.16816166 0.19968332 0.19993150 0.20025959 0.20188612
#> 217 0.39531899 0.42999819 0.43786945 0.44022662 0.44536775 0.44564000
#> 218 0.32325079 0.32383465 0.33591943 0.35941158 0.35953919 0.35993326
#> 219 0.19234117 0.21315597 0.21342822 0.22614949 0.23271154 0.23310458
#> 220 0.42105464 0.42117553 0.42216300 0.42920038 0.42927070 0.42954467
#> 221 0.39050130 0.39051030 0.39676078 0.40307036 0.40353120 0.40391394
#> 222 0.41521036 0.41583325 0.42032066 0.42808587 0.43035828 0.43135108
#> 223 0.48496249 0.48575948 0.48605480 0.50764962 0.50804080 0.50810101
#> 224 0.19762884 0.20193730 0.20204368 0.20283988 0.20291518 0.21915963
#> 225 0.38669295 0.38679725 0.38706284 0.38710380 0.38871172 0.39170836
#> 236 0.15052570 0.22893321 0.25490143 0.25766274 0.27179407 0.27376003
#> 237 0.31206519 0.40212244 0.40729092 0.40759813 0.40796125 0.40800158
#> 238 0.41082690 0.49686564 0.50609244 0.50612973 0.51116282 0.51183608
#> 239 0.41758550 0.47294072 0.47338347 0.47359346 0.47367659 0.47368180
#> 240 0.24369028 0.30698486 0.33149010 0.33282973 0.33510175 0.33659731
#> 241 0.14112712 0.19531210 0.22075708 0.23112638 0.24006325 0.24200822
#> 242 0.40171555 0.40172033 0.40919665 0.40940304 0.40964379 0.40977910
#> 243 0.21443783 0.26267189 0.27593003 0.28450280 0.29139721 0.29221773
#> 244 0.09165498 0.12117648 0.12132437 0.12241258 0.16344772 0.16449990
#> 245 0.52763843 0.55789413 0.55890777 0.55922759 0.56108881 0.56145896
#> 246 0.25749734 0.30772168 0.31458647 0.31483654 0.31668362 0.31749078
#> 247 0.27985851 0.34046124 0.34511212 0.34585612 0.35936376 0.36017793
#> 248 0.37430856 0.42389713 0.42407131 0.43310459 0.43439830 0.43440718
#> 249 0.17412002 0.21708505 0.21709224 0.22084485 0.22858005 0.24487988
#> 250 0.33389719 0.37938145 0.37950159 0.38488109 0.38530712 0.38773407
#> 262 0.19191863 0.20835860 0.21368466 0.21479367 0.22569298 0.22895090
#> 263 0.40217625 0.41615875 0.46537336 0.46643671 0.46667601 0.46672135
#> 264 0.40785514 0.41085238 0.43170802 0.43479541 0.44167019 0.44305245
#> 265 0.28042681 0.28078638 0.36754971 0.36763223 0.37069358 0.37069508
#> 266 0.17129275 0.17534323 0.17558433 0.20513755 0.20627226 0.20628325
#> 267 0.37043014 0.40779770 0.40923158 0.41235034 0.42443041 0.42663131
#> 268 0.34422232 0.34484950 0.34595119 0.34739989 0.34819290 0.34836242
#> 269 0.19350758 0.21479221 0.23956904 0.24051716 0.24150386 0.24191942
#> 270 0.47130053 0.47138154 0.49339606 0.49375071 0.49543640 0.49559069
#> 271 0.38067030 0.38069133 0.38354868 0.38436747 0.38791533 0.38804744
#> 272 0.36010400 0.36073934 0.36500256 0.36530850 0.36547718 0.36988818
#> 273 0.44463205 0.44541885 0.45649258 0.45926354 0.46231129 0.46367431
#> 274 0.15780518 0.16351750 0.19725406 0.21217481 0.21395431 0.22093508
#> 275 0.41263716 0.41270771 0.42525593 0.43725832 0.44257340 0.44906229
#> 288 0.33207403 0.33307853 0.36989582 0.37002243 0.37399212 0.37535698
#> 289 0.42430504 0.42547893 0.43391545 0.43494604 0.43502589 0.43504010
#> 290 0.44197165 0.44700848 0.48561993 0.48582198 0.48630846 0.48774690
#> 291 0.26970606 0.29462725 0.29709503 0.30881654 0.31247611 0.31458411
#> 292 0.27300013 0.37129110 0.37152509 0.37264126 0.37394939 0.37398010
#> 293 0.46638230 0.47738660 0.47779803 0.48078306 0.48295989 0.48374901
#> 294 0.32986300 0.37310219 0.37769014 0.37769043 0.38852136 0.38928132
#> 295 0.47235502 0.47786857 0.48787930 0.48788908 0.48871813 0.48941568
#> 296 0.46754908 0.47523471 0.47523520 0.47524650 0.47554848 0.47639345
#> 297 0.44823302 0.45219392 0.45226849 0.45232038 0.45940889 0.45977991
#> 298 0.52633276 0.52916313 0.53176370 0.53663911 0.53688636 0.53689452
#> 299 0.19018570 0.22701872 0.23557462 0.24222300 0.24579506 0.26300827
#> 300 0.55695801 0.56178558 0.56448426 0.57011755 0.57011827 0.57135534
#> 314 0.31170945 0.31695627 0.32587751 0.32650577 0.33246794 0.33368423
#> 315 0.60356970 0.61065660 0.61133940 0.61179817 0.61266607 0.61269032
#> 316 0.34747786 0.37630261 0.42572380 0.43220978 0.43226114 0.43228329
#> 317 0.22025075 0.35428250 0.39473212 0.39519596 0.40435968 0.40602839
#> 318 0.41772751 0.43682756 0.47272768 0.47692976 0.47700627 0.47702620
#> 319 0.39898267 0.44638992 0.45793681 0.45804912 0.45952113 0.45958510
#> 320 0.60378383 0.61172221 0.61491208 0.61504460 0.61558934 0.61561723
#> 321 0.38510436 0.40077424 0.43211253 0.43215996 0.43377540 0.43379050
#> 322 0.53881432 0.54556655 0.56652407 0.56676516 0.56736330 0.56960170
#> 323 0.62233178 0.62751737 0.63680299 0.64204183 0.64316860 0.64382300
#> 324 0.27729132 0.31517302 0.33004746 0.33333253 0.33357036 0.33921127
#> 325 0.65770406 0.66516373 0.67351697 0.67717261 0.67927806 0.68283017
#> 340 0.53463106 0.53579722 0.54591473 0.54767970 0.54850521 0.54955275
#> 341 0.34874333 0.35943307 0.38001348 0.38388050 0.38794619 0.38933377
#> 342 0.40028012 0.45678598 0.46725013 0.46725144 0.46781306 0.46788685
#> 343 0.39755882 0.40373092 0.41715459 0.42541293 0.42884386 0.42952072
#> 344 0.39665014 0.42155850 0.42238796 0.42347964 0.43499636 0.43549320
#> 345 0.50938036 0.51101153 0.51118138 0.51224623 0.51356564 0.51406287
#> 346 0.45562489 0.45875967 0.46671962 0.46747972 0.46816274 0.46882155
#> 347 0.63849348 0.63911311 0.64372723 0.64477682 0.65085293 0.65122407
#> 348 0.70457076 0.70494846 0.70570288 0.71304998 0.71347512 0.71347533
#> 349 0.35598731 0.36777830 0.36844993 0.36939719 0.37277738 0.38350409
#> 350 0.60081344 0.60227312 0.60302070 0.60509197 0.60516251 0.60655615
#> 366 0.25736369 0.26250042 0.34767760 0.36130252 0.36223223 0.36223383
#> 367 0.52766153 0.55906514 0.59476159 0.59630175 0.59865230 0.60013956
#> 368 0.33020146 0.33205059 0.39266337 0.39464335 0.39537585 0.39549758
#> 369 0.22223978 0.24684275 0.27948413 0.27981220 0.28827834 0.28857669
#> 370 0.43528170 0.43531603 0.44481567 0.44494973 0.44500028 0.44514401
#> 371 0.40293326 0.40334443 0.44604467 0.44637950 0.44640533 0.44649747
#> 372 0.33205768 0.33213562 0.37851658 0.37858426 0.38309953 0.38715620
#> 373 0.35029211 0.35050651 0.37641574 0.38088285 0.38092191 0.38247851
#> 374 0.34231163 0.34703275 0.36949024 0.37613175 0.37666338 0.38082607
#> 375 0.16811020 0.16823873 0.21547643 0.23507015 0.23599227 0.24762621
#> 392 0.29345023 0.32220777 0.32317845 0.32790161 0.33726854 0.33976964
#> 393 0.21740951 0.21804857 0.21882260 0.25857871 0.25858554 0.25873312
#> 394 0.08461823 0.10133393 0.14021023 0.16382766 0.16948255 0.16991000
#> 395 0.41037284 0.41296633 0.43495274 0.44363963 0.44405614 0.44417411
#> 396 0.25320866 0.25541095 0.25815382 0.27056257 0.27230304 0.27242041
#> 397 0.30346961 0.30912715 0.31259386 0.32560528 0.32724402 0.33180471
#> 398 0.36949149 0.37498196 0.38580450 0.41631821 0.41750001 0.41883368
#> 399 0.10598414 0.10612020 0.14658699 0.14922098 0.14933880 0.15992840
#> 400 0.32645302 0.32955374 0.34251834 0.34254568 0.34572490 0.35354217
#> 418 0.43107835 0.45634525 0.45639356 0.46375685 0.47011461 0.47123066
#> 419 0.36266612 0.37081411 0.37771556 0.37884906 0.39811537 0.39917788
#> 420 0.45390393 0.48802268 0.50060002 0.50161592 0.50515672 0.50610174
#> 421 0.39183891 0.42575723 0.42594076 0.42670603 0.42941924 0.43069722
#> 422 0.45123105 0.49035369 0.49082027 0.49211482 0.50461976 0.50480499
#> 423 0.50189414 0.53916971 0.54315909 0.55246848 0.55451037 0.55456456
#> 424 0.23262220 0.26536226 0.27605736 0.27742775 0.28687213 0.30327191
#> 425 0.56944568 0.59666531 0.60056342 0.60273573 0.60359290 0.60448261
#> 444 0.16688636 0.18192790 0.19814729 0.20512029 0.21006177 0.21008780
#> 445 0.56486673 0.56563797 0.57784564 0.58003977 0.58029914 0.58030108
#> 446 0.12576461 0.12687996 0.12831593 0.14031258 0.14324948 0.14325140
#> 447 0.32869051 0.33138705 0.33257094 0.33582555 0.33760210 0.34073331
#> 448 0.39311844 0.39594803 0.40250396 0.40293723 0.40401648 0.40476836
#> 449 0.28089145 0.28175589 0.29365223 0.31352727 0.31355343 0.32041717
#> 450 0.32018550 0.32144424 0.33006772 0.35602064 0.35884049 0.36471523
#> 470 0.46863481 0.47959858 0.48123351 0.48124067 0.48530066 0.48530403
#> 471 0.21455768 0.23236892 0.23983399 0.23986315 0.25106371 0.25109635
#> 472 0.26035867 0.28447343 0.28891727 0.28898786 0.28918611 0.29233322
#> 473 0.33403441 0.35482913 0.35488267 0.36205507 0.36970230 0.37031842
#> 474 0.16236538 0.17000199 0.17005439 0.17929745 0.18596390 0.19844706
#> 475 0.28036278 0.29795077 0.29797204 0.30863126 0.32153994 0.32744211
#> 496 0.61125268 0.61138546 0.61935002 0.61938272 0.61948965 0.61949370
#> 497 0.59921572 0.59934947 0.60608588 0.60609756 0.60831875 0.60995064
#> 498 0.58132919 0.58159932 0.58339978 0.58747594 0.58760184 0.58805812
#> 499 0.45636546 0.45927127 0.46063457 0.46445498 0.46464529 0.46951748
#> 500 0.47612619 0.47612748 0.47808274 0.48524010 0.48602153 0.49017794
#> 522 0.28219511 0.28333616 0.28347570 0.28365655 0.29066569 0.29441375
#> 523 0.35469532 0.35600127 0.35995548 0.36777779 0.36777837 0.36865454
#> 524 0.28091197 0.28358441 0.29062724 0.29543559 0.29647528 0.30356499
#> 525 0.37967708 0.37985524 0.38393361 0.39151428 0.39184269 0.39735205
#> 548 0.12702558 0.12712643 0.13462856 0.14963879 0.16278990 0.16419399
#> 549 0.32133433 0.32769334 0.33222726 0.33818743 0.34038766 0.35835658
#> 550 0.31916569 0.31946260 0.32288964 0.33435257 0.34367096 0.34420189
#> 574 0.40481226 0.41070215 0.41083344 0.43047076 0.43122302 0.44064296
#> 575 0.29155468 0.29216229 0.29217390 0.32940254 0.32976170 0.33224398
#> 600 0.42082007 0.42383613 0.42390754 0.42456319 0.42652357 0.44623536
#> pcoa_10d tree_average
#> 2 0.29423834 0.32109423
#> 3 0.41188119 0.46338132
#> 4 0.37970684 0.36489558
#> 5 0.34458337 0.36489558
#> 6 0.38930266 0.36489558
#> 7 0.37165906 0.32109423
#> 8 0.36130480 0.33713555
#> 9 0.31884085 0.20080550
#> 10 0.18079936 0.11842324
#> 11 0.30647948 0.20080550
#> 12 0.44459287 0.28433580
#> 13 0.50911558 0.46338132
#> 14 0.48164955 0.46338132
#> 15 0.35666205 0.36489558
#> 16 0.20472493 0.20080550
#> 17 0.36148728 0.46338132
#> 18 0.22094147 0.32109423
#> 19 0.12703348 0.06793207
#> 20 0.50266415 0.46338132
#> 21 0.25869067 0.32109423
#> 22 0.31319125 0.36489558
#> 23 0.36774951 0.36489558
#> 24 0.24948754 0.20080550
#> 25 0.34802882 0.36489558
#> 28 0.54862680 0.46338132
#> 29 0.32148398 0.36489558
#> 30 0.29405160 0.36489558
#> 31 0.41687855 0.36489558
#> 32 0.22424968 0.14028171
#> 33 0.38448766 0.33713555
#> 34 0.40057174 0.32109423
#> 35 0.32326787 0.32109423
#> 36 0.39429629 0.32109423
#> 37 0.47867862 0.32109423
#> 38 0.45267899 0.46338132
#> 39 0.47996101 0.46338132
#> 40 0.44732886 0.36489558
#> 41 0.28399629 0.32109423
#> 42 0.46780957 0.46338132
#> 43 0.18711351 0.10427836
#> 44 0.28103374 0.32109423
#> 45 0.64779810 0.46338132
#> 46 0.09224177 0.02899600
#> 47 0.30445486 0.36489558
#> 48 0.38703108 0.36489558
#> 49 0.31658808 0.32109423
#> 50 0.39224950 0.36489558
#> 54 0.66727283 0.46338132
#> 55 0.62516474 0.46338132
#> 56 0.67701573 0.46338132
#> 57 0.61045582 0.46338132
#> 58 0.56785153 0.46338132
#> 59 0.31990439 0.46338132
#> 60 0.45212757 0.46338132
#> 61 0.39028522 0.46338132
#> 62 0.39064631 0.46338132
#> 63 0.44189984 0.37606375
#> 64 0.30690239 0.37606375
#> 65 0.51047459 0.46338132
#> 66 0.32534562 0.46338132
#> 67 0.36508616 0.37606375
#> 68 0.47983616 0.46338132
#> 69 0.38572507 0.46338132
#> 70 0.33062944 0.15956682
#> 71 0.51888623 0.46338132
#> 72 0.59629464 0.46338132
#> 73 0.65323799 0.46338132
#> 74 0.34400273 0.46338132
#> 75 0.55112618 0.46338132
#> 80 0.13692821 0.17152720
#> 81 0.25463361 0.14929723
#> 82 0.37342326 0.36489558
#> 83 0.43393579 0.36489558
#> 84 0.49226671 0.36489558
#> 85 0.41604075 0.36489558
#> 86 0.47505884 0.36489558
#> 87 0.55840948 0.36489558
#> 88 0.62764727 0.46338132
#> 89 0.71062150 0.46338132
#> 90 0.43335529 0.29820443
#> 91 0.38798266 0.36489558
#> 92 0.56877635 0.46338132
#> 93 0.41123644 0.36489558
#> 94 0.37000105 0.36489558
#> 95 0.67519324 0.46338132
#> 96 0.34270027 0.36489558
#> 97 0.18733686 0.17152720
#> 98 0.24667583 0.17152720
#> 99 0.41216382 0.36489558
#> 100 0.35220385 0.29820443
#> 106 0.30025066 0.17152720
#> 107 0.36807919 0.36489558
#> 108 0.40458092 0.36489558
#> 109 0.44003875 0.36489558
#> 110 0.36993854 0.36489558
#> 111 0.39650397 0.36489558
#> 112 0.47443522 0.36489558
#> 113 0.58258015 0.46338132
#> 114 0.66351035 0.46338132
#> 115 0.39649401 0.29820443
#> 116 0.34685995 0.36489558
#> 117 0.52530475 0.46338132
#> 118 0.36594475 0.36489558
#> 119 0.32724339 0.36489558
#> 120 0.63567854 0.46338132
#> 121 0.31017309 0.36489558
#> 122 0.09063639 0.04387834
#> 123 0.18686313 0.08973041
#> 124 0.37444541 0.36489558
#> 125 0.33802397 0.29820443
#> 132 0.40217677 0.36489558
#> 133 0.50495365 0.36489558
#> 134 0.58097741 0.36489558
#> 135 0.48331465 0.36489558
#> 136 0.58088787 0.36489558
#> 137 0.64962920 0.36489558
#> 138 0.67686222 0.46338132
#> 139 0.74744401 0.46338132
#> 140 0.45201612 0.29820443
#> 141 0.46870102 0.36489558
#> 142 0.56360941 0.46338132
#> 143 0.45430312 0.36489558
#> 144 0.41828180 0.36489558
#> 145 0.61692927 0.46338132
#> 146 0.39659120 0.36489558
#> 147 0.29800686 0.17152720
#> 148 0.22262597 0.17152720
#> 149 0.48151996 0.36489558
#> 150 0.36608994 0.29820443
#> 158 0.39354680 0.33713555
#> 159 0.53684123 0.32109423
#> 160 0.44636660 0.32109423
#> 161 0.53131298 0.32109423
#> 162 0.58666496 0.32109423
#> 163 0.45020980 0.46338132
#> 164 0.56021819 0.46338132
#> 165 0.55912954 0.36489558
#> 166 0.41406539 0.32109423
#> 167 0.49491921 0.46338132
#> 168 0.29364380 0.14028171
#> 169 0.37865786 0.32109423
#> 170 0.71807068 0.46338132
#> 171 0.19828444 0.14028171
#> 172 0.36383082 0.36489558
#> 173 0.42544180 0.36489558
#> 174 0.41667126 0.32109423
#> 175 0.50346927 0.36489558
#> 184 0.41124397 0.33713555
#> 185 0.28942214 0.33713555
#> 186 0.42959108 0.33713555
#> 187 0.46394973 0.33713555
#> 188 0.42626521 0.46338132
#> 189 0.54917763 0.46338132
#> 190 0.46412769 0.36489558
#> 191 0.40963606 0.33713555
#> 192 0.46125928 0.46338132
#> 193 0.42490659 0.33713555
#> 194 0.32331366 0.33713555
#> 195 0.69159691 0.46338132
#> 196 0.38020155 0.33713555
#> 197 0.40338782 0.36489558
#> 198 0.48450555 0.36489558
#> 199 0.31742348 0.33713555
#> 200 0.54740913 0.36489558
#> 210 0.25884346 0.20080550
#> 211 0.19132078 0.11692821
#> 212 0.29174649 0.28433580
#> 213 0.44710697 0.46338132
#> 214 0.35287519 0.46338132
#> 215 0.29675314 0.36489558
#> 216 0.20190587 0.13424457
#> 217 0.44584205 0.46338132
#> 218 0.36010660 0.32109423
#> 219 0.24057074 0.20080550
#> 220 0.42988528 0.46338132
#> 221 0.41087887 0.32109423
#> 222 0.43447829 0.36489558
#> 223 0.50810750 0.36489558
#> 224 0.22204383 0.13424457
#> 225 0.39260683 0.36489558
#> 236 0.27460337 0.20080550
#> 237 0.40855752 0.28433580
#> 238 0.51195587 0.46338132
#> 239 0.47368184 0.46338132
#> 240 0.33663591 0.36489558
#> 241 0.24321750 0.20080550
#> 242 0.40985676 0.46338132
#> 243 0.29402740 0.32109423
#> 244 0.16884753 0.11842324
#> 245 0.56147535 0.46338132
#> 246 0.32203906 0.32109423
#> 247 0.36147845 0.36489558
#> 248 0.43481511 0.36489558
#> 249 0.24529548 0.20080550
#> 250 0.38776823 0.36489558
#> 262 0.23291911 0.28433580
#> 263 0.46683789 0.46338132
#> 264 0.44358344 0.46338132
#> 265 0.37164840 0.36489558
#> 266 0.20630116 0.13424457
#> 267 0.42684569 0.46338132
#> 268 0.34853816 0.32109423
#> 269 0.24914671 0.20080550
#> 270 0.49588958 0.46338132
#> 271 0.39531212 0.32109423
#> 272 0.37354500 0.36489558
#> 273 0.46368202 0.36489558
#> 274 0.22381322 0.13424457
#> 275 0.44985246 0.36489558
#> 288 0.37675107 0.46338132
#> 289 0.43555214 0.46338132
#> 290 0.48801616 0.36489558
#> 291 0.31786180 0.28433580
#> 292 0.37512492 0.46338132
#> 293 0.48674012 0.32109423
#> 294 0.38964206 0.28433580
#> 295 0.49008457 0.46338132
#> 296 0.47750939 0.32109423
#> 297 0.45987455 0.36489558
#> 298 0.53839269 0.36489558
#> 299 0.26310230 0.28433580
#> 300 0.57158383 0.36489558
#> 314 0.33387440 0.16014333
#> 315 0.61290371 0.46338132
#> 316 0.43248323 0.46338132
#> 317 0.40604020 0.36833202
#> 318 0.47751035 0.46338132
#> 319 0.46220510 0.46338132
#> 320 0.61565461 0.37606375
#> 321 0.43863440 0.46338132
#> 322 0.57112678 0.46338132
#> 323 0.64386972 0.46338132
#> 324 0.34015697 0.46338132
#> 325 0.68302280 0.46338132
#> 340 0.54957464 0.46338132
#> 341 0.39009863 0.46338132
#> 342 0.46795819 0.36833202
#> 343 0.43076857 0.46338132
#> 344 0.43713721 0.46338132
#> 345 0.51408242 0.37606375
#> 346 0.47189154 0.46338132
#> 347 0.65193522 0.46338132
#> 348 0.71372890 0.46338132
#> 349 0.38376247 0.46338132
#> 350 0.60657637 0.46338132
#> 366 0.36341858 0.36489558
#> 367 0.60028199 0.46338132
#> 368 0.39728743 0.36489558
#> 369 0.29045420 0.36489558
#> 370 0.44524299 0.46338132
#> 371 0.44916020 0.36489558
#> 372 0.38799756 0.29820443
#> 373 0.38322625 0.29820443
#> 374 0.38093659 0.36489558
#> 375 0.24762622 0.10600649
#> 392 0.34015778 0.46338132
#> 393 0.25886776 0.32109423
#> 394 0.18096902 0.20080550
#> 395 0.44462115 0.46338132
#> 396 0.28341012 0.32109423
#> 397 0.33630916 0.36489558
#> 398 0.41886840 0.36489558
#> 399 0.16449638 0.10966533
#> 400 0.35476000 0.36489558
#> 418 0.47187198 0.46338132
#> 419 0.40182504 0.46338132
#> 420 0.50611518 0.37606375
#> 421 0.43512423 0.46338132
#> 422 0.50627966 0.46338132
#> 423 0.55467074 0.46338132
#> 424 0.30408710 0.46338132
#> 425 0.60462507 0.46338132
#> 444 0.22164616 0.32109423
#> 445 0.58098983 0.46338132
#> 446 0.16734396 0.10427836
#> 447 0.34654626 0.36489558
#> 448 0.40500154 0.36489558
#> 449 0.32382336 0.32109423
#> 450 0.36666040 0.36489558
#> 470 0.48714919 0.46338132
#> 471 0.25159697 0.32109423
#> 472 0.29242773 0.36489558
#> 473 0.37466427 0.36489558
#> 474 0.19986872 0.20080550
#> 475 0.32909307 0.36489558
#> 496 0.62222374 0.46338132
#> 497 0.61094974 0.46338132
#> 498 0.58823785 0.46338132
#> 499 0.46988430 0.46338132
#> 500 0.49026877 0.46338132
#> 522 0.29533410 0.36489558
#> 523 0.37576680 0.36489558
#> 524 0.30614478 0.32109423
#> 525 0.40033583 0.36489558
#> 548 0.17148334 0.08973041
#> 549 0.35872994 0.36489558
#> 550 0.34514436 0.29820443
#> 574 0.44188466 0.36489558
#> 575 0.33310802 0.29820443
#> 600 0.44632867 0.36489558
#>
#>
#> $details_deviation
#> $details_deviation$dev_distsp
#> sp.x sp.y pcoa_1d pcoa_2d pcoa_3d
#> 2 apricot apple -0.1634793627 -0.0613131726 -0.0567510971
#> 3 banana apple -0.0131320500 -0.0047392768 -0.0037427035
#> 4 currant apple -0.1010576998 -0.1006330170 -0.0813228267
#> 5 blackberry apple -0.1078357918 -0.1075952587 -0.0657691608
#> 6 blueberry apple -0.0423032775 -0.0375635362 -0.0370317817
#> 7 cherry apple -0.1616933564 0.0044655132 0.0185309251
#> 8 grape apple -0.3014574226 -0.1180817603 -0.0492048338
#> 9 grapefruit apple -0.0782134735 -0.0620468549 -0.0406330304
#> 10 kiwifruit apple -0.1182215595 -0.1151277801 -0.0521533878
#> 11 lemon apple -0.1163257141 -0.1107436173 -0.0223964456
#> 12 lime apple -0.1717551260 -0.1715743017 -0.0544854936
#> 13 litchi apple -0.2208832159 -0.1118805638 -0.1066939412
#> 14 mango apple -0.0487058101 -0.0364587186 -0.0208028301
#> 15 melon apple -0.2616967886 -0.0665607673 -0.0638025397
#> 16 orange apple -0.0875671626 -0.0866583269 -0.0779119903
#> 17 passion_fruit apple -0.1096418149 -0.0838538643 -0.0646337510
#> 18 peach apple -0.1348560405 -0.0634209972 -0.0167038995
#> 19 pear apple -0.0406116659 -0.0398174530 -0.0264415399
#> 20 pineapple apple -0.1919552128 -0.0362306401 -0.0345022788
#> 21 plum apple -0.1480900385 -0.0408337829 -0.0309493853
#> 22 raspberry apple -0.0967829650 -0.0967745107 -0.0553955783
#> 23 strawberry apple -0.0862982218 -0.0736475401 -0.0584288511
#> 24 tangerine apple -0.0825254764 -0.0733131341 -0.0300916371
#> 25 water_melon apple -0.1703111415 -0.0530135968 -0.0415572094
#> 28 banana apricot -0.0857023219 -0.0242932667 -0.0241109329
#> 29 currant apricot -0.1042450037 -0.0545054018 -0.0146009012
#> 30 blackberry apricot -0.1110230958 -0.0436697614 0.0248648307
#> 31 blueberry apricot -0.1356171216 -0.0461783026 -0.0453007506
#> 32 cherry apricot -0.0730266810 -0.0090297993 0.0019372342
#> 33 grape apricot -0.2956743988 -0.2906455598 -0.1377553518
#> 34 grapefruit apricot -0.1183953004 -0.0243571666 0.0006936907
#> 35 kiwifruit apricot -0.1584033864 -0.0853719907 -0.0419028383
#> 36 lemon apricot -0.1565075411 -0.0769666856 -0.0021222401
#> 37 lime apricot -0.1286036196 -0.0935940794 0.0201976926
#> 38 litchi apricot -0.0373928817 -0.0221055863 -0.0075622973
#> 39 mango apricot 0.0696330090 0.0740771360 0.0795749880
#> 40 melon apricot -0.3439820414 -0.0187968599 -0.0114241535
#> 41 orange apricot -0.0732035350 0.0003625967 0.0138623513
#> 42 passion_fruit apricot -0.1554444099 -0.1497362756 -0.1188010163
#> 43 peach apricot -0.0480830291 -0.0111865203 0.0054971105
#> 44 pear apricot -0.1167117412 -0.0229469924 -0.0105328150
#> 45 pineapple apricot -0.2945870897 -0.0399771690 -0.0399703870
#> 46 plum apricot -0.0153893242 -0.0149825960 -0.0060163710
#> 47 raspberry apricot -0.1423945114 -0.0604310211 0.0049237280
#> 48 strawberry apricot -0.1561521924 -0.0310780438 -0.0034079774
#> 49 tangerine apricot -0.0657018088 -0.0364410525 0.0117241279
#> 50 water_melon apricot -0.2568317788 0.0651181273 0.0668086545
#> 54 currant banana -0.0232806589 -0.0163820775 -0.0030818734
#> 55 blackberry banana -0.0300587510 -0.0232900603 0.0002809691
#> 56 blueberry banana -0.0130110851 -0.0124973002 -0.0124278354
#> 57 cherry banana -0.0660341977 0.0420972235 0.0455975807
#> 58 grape banana -0.1674144255 -0.0804373324 -0.0372737598
#> 59 grapefruit banana -0.1024010940 -0.1024008480 -0.0646444426
#> 60 kiwifruit banana -0.0946385403 -0.0816225538 -0.0610000317
#> 61 lemon banana -0.1340038606 -0.1306800188 -0.0487136663
#> 62 lime banana -0.2208557785 -0.1930523006 -0.0171950080
#> 63 litchi banana -0.2912331831 -0.0275701602 -0.0163747357
#> 64 mango banana -0.2022404267 -0.0462949627 -0.0269137086
#> 65 melon banana -0.0864450002 -0.0626896105 -0.0580126769
#> 66 orange banana -0.0147881642 -0.0069464042 0.0015288165
#> 67 passion_fruit banana -0.1545003362 -0.0712841793 -0.0422261591
#> 68 peach banana -0.0813214239 -0.0476578445 -0.0410890920
#> 69 pear banana -0.0033340150 0.0042738603 0.0091095536
#> 70 pineapple banana -0.0557616968 0.1063538199 0.1065677751
#> 71 plum banana -0.0703129977 -0.0088275768 -0.0077939136
#> 72 raspberry banana -0.0190059241 -0.0132293892 0.0091482188
#> 73 strawberry banana -0.0327636052 -0.0327607052 -0.0215307530
#> 74 tangerine banana -0.0705055635 -0.0383462584 -0.0023877290
#> 75 water_melon banana -0.0092007673 0.0084254471 0.0107939978
#> 80 blackberry currant -0.0502274025 -0.0500022593 -0.0389149021
#> 81 blueberry currant -0.1287289277 -0.0786732777 -0.0090084589
#> 82 cherry currant -0.1616628782 -0.0164758571 0.0438968236
#> 83 grape currant -0.1499194025 -0.0975652203 -0.0894623777
#> 84 grapefruit currant -0.0131622822 -0.0035252359 -0.0034422918
#> 85 kiwifruit currant -0.0902582803 -0.0902582026 -0.0900754121
#> 86 lemon currant -0.0512745228 -0.0475976058 -0.0401120522
#> 87 lime currant -0.0233706014 -0.0233370624 0.0013152483
#> 88 litchi currant -0.0583045521 -0.0027321360 -0.0013323560
#> 89 mango currant -0.0346119947 -0.0294009509 0.0052273453
#> 90 melon currant -0.1388558607 -0.0480657892 -0.0410986853
#> 91 orange currant -0.0084924947 -0.0073959172 -0.0021501549
#> 92 passion_fruit currant -0.0768611308 -0.0683091410 -0.0682377642
#> 93 peach currant -0.1328683259 -0.1236499732 -0.0536370397
#> 94 pear currant -0.0542900783 -0.0534915442 -0.0446038482
#> 95 pineapple currant -0.1210543157 -0.0215406693 -0.0057361827
#> 96 plum currant -0.1196343279 -0.0745078580 -0.0263173850
#> 97 raspberry currant -0.0722692403 -0.0711190425 -0.0658724616
#> 98 strawberry currant -0.1826471459 -0.1050775552 -0.1041838161
#> 99 tangerine currant -0.0032801459 -0.0018235003 -0.0016200373
#> 100 water_melon currant -0.1494334270 -0.0212950301 0.0341925798
#> 106 blueberry blackberry -0.1425926938 -0.1198579992 -0.0319868888
#> 107 cherry blackberry -0.1846025864 -0.0029153831 0.0834226480
#> 108 grape blackberry -0.1566974945 -0.0904380138 -0.0881675515
#> 109 grapefruit blackberry -0.0185667479 -0.0087531920 -0.0062425888
#> 110 kiwifruit blackberry -0.0970363723 -0.0969911261 -0.0925690637
#> 111 lemon blackberry -0.0010471203 0.0024633279 0.0049577139
#> 112 lime blackberry 0.0268568011 0.0268576408 0.0433965702
#> 113 litchi blackberry -0.0650826441 -0.0016304175 0.0038078583
#> 114 mango blackberry -0.0413900867 -0.0350098427 0.0157181544
#> 115 melon blackberry -0.1456339528 -0.0417186480 -0.0235214622
#> 116 orange blackberry -0.0152705868 -0.0143936233 0.0009361898
#> 117 passion_fruit blackberry -0.0836392229 -0.0729129995 -0.0705637247
#> 118 peach blackberry -0.1396464180 -0.1263748437 -0.0178358171
#> 119 pear blackberry -0.0610681703 -0.0604846474 -0.0367793261
#> 120 pineapple blackberry -0.1278324077 -0.0217966063 0.0050104300
#> 121 plum blackberry -0.1264124200 -0.0656793526 0.0133150833
#> 122 raspberry blackberry -0.0220418378 -0.0205056631 -0.0193202051
#> 123 strawberry blackberry -0.0635398526 -0.0013808365 0.0106468099
#> 124 tangerine blackberry -0.0100582379 -0.0078413278 -0.0070103500
#> 125 water_melon blackberry -0.1562115190 -0.0018367241 0.0823861359
#> 132 cherry blueberry -0.1271508801 0.0667314715 0.0743952001
#> 133 grape blueberry -0.1638922529 -0.0749047500 -0.0277515215
#> 134 grapefruit blueberry -0.0873457554 -0.0866216698 -0.0734037705
#> 135 kiwifruit blueberry -0.1273538414 -0.1203937378 -0.1022813840
#> 136 lemon blueberry -0.1254579960 -0.1252654078 -0.0807582478
#> 137 lime blueberry -0.0975540745 -0.0939381975 -0.0239826308
#> 138 litchi blueberry -0.0722774025 0.0120965610 0.0171258743
#> 139 mango blueberry -0.0485848452 -0.0320055949 -0.0255240022
#> 140 melon blueberry -0.0907102741 -0.0450716630 -0.0407286918
#> 141 orange blueberry -0.0421539899 -0.0401296328 -0.0355770832
#> 142 passion_fruit blueberry -0.0181067085 0.0066244862 0.0188959426
#> 143 peach blueberry -0.1352153022 -0.1030979994 -0.0920402991
#> 144 pear blueberry -0.0497439477 -0.0464304175 -0.0428117339
#> 145 pineapple blueberry 0.0211347275 0.0845822197 0.0849161857
#> 146 plum blueberry -0.1111962560 -0.0279512489 -0.0252093743
#> 147 raspberry blueberry -0.1222102892 -0.1080164379 -0.0322289736
#> 148 strawberry blueberry -0.0972346594 -0.0886234114 -0.0189774446
#> 149 tangerine blueberry -0.0172529963 -0.0049974611 0.0155522376
#> 150 water_melon blueberry -0.1135172775 -0.0470372950 -0.0394305372
#> 158 grape cherry -0.2034080395 -0.1819563757 -0.0216705651
#> 159 grapefruit cherry -0.1914219815 -0.0392690809 -0.0029767167
#> 160 kiwifruit cherry -0.2314300675 -0.0957104915 -0.0427964444
#> 161 lemon cherry -0.2295342221 -0.0914128522 -0.0070527005
#> 162 lime cherry -0.2016303006 -0.1213014649 0.0031759239
#> 163 litchi cherry 0.0548734776 0.0548761653 0.0840397080
#> 164 mango cherry 0.0785660350 0.1050981332 0.1054867477
#> 165 melon cherry -0.4170087224 -0.0319605478 -0.0159188158
#> 166 orange cherry -0.1462302160 -0.0126209943 0.0117021164
#> 167 passion_fruit cherry -0.1189528314 -0.0823886704 -0.0371119584
#> 168 peach cherry -0.0726248617 0.0268893826 0.0270746275
#> 169 pear cherry -0.1538201738 0.0035825380 0.0267583808
#> 170 pineapple cherry -0.3051637208 0.0123794817 0.0144561003
#> 171 plum cherry -0.0486058154 0.0112353493 0.0155654633
#> 172 raspberry cherry -0.2078931939 -0.0025180762 0.0785077694
#> 173 strawberry cherry -0.1812468345 0.0625514695 0.1055026953
#> 174 tangerine cherry -0.1080508342 -0.0287779733 0.0311242144
#> 175 water_melon cherry -0.4299062189 0.0405236865 0.0407749698
#> 184 grapefruit grape -0.1776506941 -0.0389963195 -0.0292206691
#> 185 kiwifruit grape -0.1469517094 -0.0082199132 0.0098665282
#> 186 lemon grape -0.2561669751 -0.1299319274 -0.1298461535
#> 187 lime grape -0.1878590133 -0.1286605997 -0.1161421041
#> 188 litchi grape -0.0428479090 -0.0323309533 -0.0108948220
#> 189 mango grape -0.0894420095 -0.0788520328 0.0141223634
#> 190 melon grape -0.3721746529 0.0165680287 0.0403708538
#> 191 orange grape -0.2758932721 -0.1502588494 -0.1135193000
#> 192 passion_fruit grape -0.1981108370 -0.1817451705 -0.1677844751
#> 193 peach grape -0.3988692584 -0.3021089636 -0.1117148453
#> 194 pear grape -0.2208569673 -0.0555072487 -0.0081946104
#> 195 pineapple grape -0.4126045546 -0.1000071709 -0.0617766611
#> 196 plum grape -0.3045274988 -0.2969118822 -0.1189354807
#> 197 raspberry grape -0.1698870919 -0.0921123859 -0.0886479777
#> 198 strawberry grape -0.1836447730 -0.0639164533 -0.0540593268
#> 199 tangerine grape -0.1346835872 -0.0740454082 -0.0651176166
#> 200 water_melon grape -0.3615970866 -0.0682179928 0.0015414264
#> 210 kiwifruit grapefruit -0.0711030251 -0.0441897349 -0.0441808613
#> 211 lemon grapefruit -0.0720068070 -0.0574729403 -0.0112342765
#> 212 lime grapefruit -0.1768749858 -0.1277915443 -0.0334733482
#> 213 litchi grapefruit -0.2965158962 -0.0276659703 -0.0262255156
#> 214 mango grapefruit -0.0571667732 0.0095175572 0.0806111285
#> 215 melon grapefruit 0.0033645187 0.0448281429 0.0520934779
#> 216 orange grapefruit -0.0451917655 -0.0237047061 -0.0115933960
#> 217 passion_fruit grapefruit -0.3872946972 -0.2206505970 -0.2206499567
#> 218 peach grapefruit -0.1187971198 -0.0602496655 0.0060147092
#> 219 pear grapefruit -0.0376018076 -0.0217725252 -0.0101165707
#> 220 pineapple grapefruit -0.2931040437 -0.1118771239 -0.0795045717
#> 221 plum grapefruit -0.1428161660 -0.0473697432 -0.0143895225
#> 222 raspberry grapefruit -0.0317563453 -0.0232212604 -0.0213712782
#> 223 strawberry grapefruit -0.0455140263 -0.0455111169 -0.0454878345
#> 224 tangerine grapefruit -0.0833711473 -0.0010010376 0.0006271003
#> 225 water_melon grapefruit 0.0079897040 0.0348185587 0.0753277173
#> 236 lemon kiwifruit -0.1092152657 -0.0957822071 -0.0657676637
#> 237 lime kiwifruit -0.1646446776 -0.1645673882 -0.1026883259
#> 238 litchi kiwifruit -0.2458240496 -0.1371476849 -0.1358194774
#> 239 mango kiwifruit -0.0736466437 -0.0639642335 -0.0092587302
#> 240 melon kiwifruit -0.1862509044 -0.0049093272 0.0021948199
#> 241 orange kiwifruit -0.1323756286 -0.1261557728 -0.1084963855
#> 242 passion_fruit kiwifruit -0.1850876990 -0.1622803795 -0.1622669962
#> 243 peach kiwifruit -0.1725414695 -0.1362741422 -0.0092101013
#> 244 pear kiwifruit -0.0776098936 -0.0618923103 -0.0179709910
#> 245 pineapple kiwifruit -0.2853414899 -0.1035086810 -0.0828889510
#> 246 plum kiwifruit -0.1828242521 -0.1068380682 -0.0496642265
#> 247 raspberry kiwifruit -0.1102259697 -0.1098479850 -0.1064294583
#> 248 strawberry kiwifruit -0.1239836508 -0.1083939369 -0.1083815700
#> 249 tangerine kiwifruit -0.1074663101 -0.1013098765 -0.0985915281
#> 250 water_melon kiwifruit -0.1595117220 -0.0448971383 0.0023158473
#> 262 lime lemon -0.0554294119 -0.0440033211 -0.0174707022
#> 263 litchi lemon -0.2851893699 -0.0839240827 -0.0631119153
#> 264 mango lemon -0.1130119641 -0.0771103121 0.0491707097
#> 265 melon lemon -0.1584850956 -0.0807337454 -0.0385406786
#> 266 orange lemon -0.0833040061 -0.0759364321 0.0221946807
#> 267 passion_fruit lemon -0.3355641305 -0.2406276248 -0.2182694085
#> 268 peach lemon -0.1569093604 -0.1128743083 0.0353315784
#> 269 pear lemon -0.0757140482 -0.0708962607 0.0042115984
#> 270 pineapple lemon -0.3247068103 -0.1364359942 -0.0658292112
#> 271 plum lemon -0.1809284067 -0.0999191547 -0.0109778229
#> 272 raspberry lemon -0.0032477068 -0.0006499275 0.0030460928
#> 273 strawberry lemon -0.0282233365 -0.0261011387 -0.0153774821
#> 274 tangerine lemon -0.1214833879 -0.0446382132 -0.0229531023
#> 275 water_melon lemon -0.1376982942 -0.0877297884 0.0037470198
#> 288 litchi lime -0.2483039141 -0.0217930487 0.0468610036
#> 289 mango lime -0.1756214577 -0.1508903151 0.0913165327
#> 290 melon lime -0.1735104671 -0.0896162194 -0.0202748993
#> 291 orange lime -0.1387334180 -0.1369989612 -0.0171901107
#> 292 passion_fruit lime -0.2665158530 -0.2004120061 -0.1061164965
#> 293 peach lime -0.2123387723 -0.2014167640 -0.0149157567
#> 294 pear lime -0.1311434601 -0.1305420922 -0.0272277478
#> 295 pineapple lime -0.4115587282 -0.0987718372 0.0171440540
#> 296 plum lime -0.1530244852 -0.1181001709 0.0115767364
#> 297 raspberry lime 0.0246562147 0.0247211904 0.0442083322
#> 298 strawberry lime -0.0003194151 0.0078614002 0.0372874012
#> 299 tangerine lime -0.0935794665 -0.0867387481 -0.0164402005
#> 300 water_melon lime -0.1688852818 -0.1079670551 0.0100307363
#> 314 mango litchi -0.0465941004 0.0425935670 0.1077304908
#> 315 melon litchi -0.2805598024 -0.0091424317 -0.0084356276
#> 316 orange litchi -0.2164787240 -0.0624470945 -0.0617668873
#> 317 passion_fruit litchi -0.2970999869 -0.1907680478 -0.1877670736
#> 318 peach litchi -0.1405877413 -0.0873849630 -0.0496809370
#> 319 pear litchi -0.1949235647 -0.0725905586 -0.0711589856
#> 320 pineapple litchi -0.5135128627 0.0637928780 0.0723343382
#> 321 plum litchi -0.0462459817 -0.0293441938 -0.0087295223
#> 322 raspberry litchi -0.0782722415 -0.0080886709 -0.0035309912
#> 323 strawberry litchi -0.0920299226 0.0129486694 0.0135573477
#> 324 tangerine litchi -0.1383577395 -0.0220291761 -0.0165950275
#> 325 water_melon litchi -0.2699822362 -0.0477992554 -0.0324275118
#> 340 melon mango -0.0412106794 0.0657895239 0.0865077974
#> 341 orange mango -0.0261195000 -0.0056275802 0.0305854672
#> 342 passion_fruit mango -0.1900740962 -0.1899212168 -0.0957518626
#> 343 peach mango 0.0497714827 0.0499996401 0.0501674011
#> 344 pear mango -0.0227461588 -0.0077762284 0.0188106524
#> 345 pineapple mango -0.2580021235 0.0558671409 0.0621341082
#> 346 plum mango 0.0607799090 0.0648937934 0.0680529849
#> 347 raspberry mango -0.0545796842 -0.0466460735 0.0027453467
#> 348 strawberry mango -0.0683373652 -0.0437523447 -0.0131284688
#> 349 tangerine mango -0.0495136670 -0.0449576967 0.0408009408
#> 350 water_melon mango 0.0037103212 0.0893564581 0.0904279946
#> 366 orange melon -0.2075154219 -0.0900011804 -0.0898954652
#> 367 passion_fruit melon -0.3713386034 -0.2037118201 -0.1990172341
#> 368 peach melon -0.3298710510 -0.0377726845 -0.0085874499
#> 369 pear melon -0.1664443186 -0.0007544235 -0.0007145660
#> 370 pineapple melon -0.0549257276 -0.0347226196 -0.0260552069
#> 371 plum melon -0.3684029070 -0.0346912098 -0.0232303063
#> 372 raspberry melon -0.1588235502 -0.0533585067 -0.0365142488
#> 373 strawberry melon -0.0614701201 -0.0243536751 -0.0185412522
#> 374 tangerine melon -0.1826061033 -0.0270876441 -0.0162623537
#> 375 water_melon melon 0.0046251853 0.0046922425 0.0507853782
#> 392 passion_fruit orange -0.2001868179 -0.1478148749 -0.1390260345
#> 393 peach orange -0.1089575021 -0.0715811087 -0.0133868438
#> 394 pear orange -0.0792787290 -0.0789659721 -0.0780444327
#> 395 pineapple orange -0.2236729320 -0.0366574875 -0.0277580578
#> 396 plum orange -0.0976244006 -0.0222391098 -0.0014300479
#> 397 raspberry orange -0.0284601842 -0.0280716885 -0.0139766380
#> 398 strawberry orange -0.0422178652 -0.0356935385 -0.0323076676
#> 399 tangerine orange -0.0781209845 -0.0400577149 -0.0076529300
#> 400 water_melon orange -0.0777459364 -0.0030403701 0.0193293975
#> 418 peach passion_fruit -0.2263160372 -0.2253011779 -0.1495314151
#> 419 pear passion_fruit -0.2048942848 -0.1720904684 -0.1621585973
#> 420 pineapple passion_fruit -0.3700492732 0.0052956504 0.0253514552
#> 421 plum passion_fruit -0.1400550857 -0.1347416264 -0.0937330859
#> 422 raspberry passion_fruit -0.0887480122 -0.0754017176 -0.0736992375
#> 423 strawberry passion_fruit -0.0621016528 -0.0253873805 -0.0253619862
#> 424 tangerine passion_fruit -0.1887325001 -0.1701867806 -0.1678855457
#> 425 water_melon passion_fruit -0.2456095220 -0.1192071653 -0.0881428395
#> 444 pear peach -0.1123308433 -0.0538243938 0.0113213139
#> 445 pineapple peach -0.2659637675 -0.0478806800 -0.0438545332
#> 446 plum peach -0.0482614705 -0.0085348753 0.0008147577
#> 447 raspberry peach -0.1285935911 -0.1104562209 -0.0017350935
#> 448 strawberry peach -0.1181088479 -0.0662003872 -0.0082466993
#> 449 tangerine peach -0.1688966685 -0.1645280209 -0.0479623498
#> 450 water_melon peach -0.2021217676 -0.0019419155 -0.0010125348
#> 470 pineapple pear -0.1940369646 -0.0328245368 -0.0269012183
#> 471 plum pear -0.1052143584 -0.0075938212 0.0125678879
#> 472 raspberry pear -0.0500153435 -0.0498528276 -0.0272612427
#> 473 strawberry pear -0.0637730246 -0.0541107915 -0.0478960196
#> 474 tangerine pear -0.0565658252 -0.0419158097 -0.0130401894
#> 475 water_melon pear -0.1235435200 -0.0233696848 -0.0021865076
#> 496 plum pineapple -0.2808003296 -0.0229906606 -0.0226081209
#> 497 raspberry pineapple -0.1167795809 -0.0115141420 0.0140756941
#> 498 strawberry pineapple 0.0048162734 0.0601871544 0.0746508002
#> 499 tangerine pineapple -0.2779209674 -0.0150749859 0.0139192041
#> 500 water_melon pineapple 0.0041366871 0.0198892254 0.0217218905
#> 522 raspberry plum -0.1153595931 -0.0413685884 0.0347919512
#> 523 strawberry plum -0.1291172742 -0.0122414327 0.0226431675
#> 524 tangerine plum -0.0745549089 -0.0451737424 0.0164526336
#> 525 water_melon plum -0.2722211030 0.0350499062 0.0354583298
#> 548 strawberry raspberry -0.0249756298 0.0181488565 0.0267160315
#> 549 tangerine raspberry -0.0232478353 -0.0197593321 -0.0193459093
#> 550 water_melon raspberry -0.2057647528 -0.0442244406 0.0387933564
#> 574 tangerine strawberry -0.0370055164 -0.0152975875 -0.0144500881
#> 575 water_melon strawberry -0.1084113227 -0.0494145856 0.0172473566
#> 600 water_melon tangerine -0.1558669209 -0.0471430131 0.0004666108
#> pcoa_4d pcoa_5d pcoa_6d pcoa_7d pcoa_8d
#> 2 -0.0528852420 0.0333988631 0.0339991097 0.0421872222 0.0530128968
#> 3 0.0072900396 0.0197260797 0.0202440801 0.0285611434 0.0330724861
#> 4 -0.0772269489 -0.0237868122 -0.0219995315 0.0108357707 0.0108467623
#> 5 -0.0635186776 0.0125484403 0.0125868642 0.0187303827 0.0197521546
#> 6 0.0199440721 0.0351629611 0.0524944227 0.0559045095 0.0570411048
#> 7 0.0281458699 0.0731641406 0.0783982461 0.0800797013 0.0806243911
#> 8 -0.0457945661 -0.0416295350 0.0484971172 0.0508539651 0.0513522627
#> 9 -0.0156670849 0.0373972686 0.0427345586 0.0562298325 0.0569609754
#> 10 -0.0017553655 -0.0017506389 0.0069481718 0.0103475530 0.0267954936
#> 11 -0.0083407947 0.0454018507 0.0513779010 0.0514114852 0.0516278013
#> 12 -0.0506307980 0.0293530414 0.0295385242 0.0298783547 0.0336665740
#> 13 -0.0909142259 -0.0034354962 0.0186229480 0.0193365308 0.0193481370
#> 14 -0.0179677430 0.0373474919 0.0429085187 0.0452516629 0.0498183062
#> 15 -0.0381959608 0.0241986355 0.0715810607 0.0715960261 0.0734237918
#> 16 -0.0779045654 -0.0122554013 -0.0047473389 0.0223458167 0.0225959398
#> 17 0.0342945375 0.0342953875 0.0352693917 0.0383269678 0.0495093071
#> 18 0.0035489276 0.0653982569 0.0678630003 0.0708725951 0.0711992901
#> 19 -0.0034553576 0.0333230276 0.0432566380 0.0445190412 0.0493499262
#> 20 0.0108899739 0.0448487287 0.0522024909 0.0524028442 0.0532592880
#> 21 -0.0309322278 0.0347371715 0.0351037985 0.0359590227 0.0393104590
#> 22 -0.0505415553 0.0177486307 0.0177823051 0.0179594778 0.0187928866
#> 23 -0.0355896728 0.0239622226 0.0261640935 0.0303233066 0.0326773201
#> 24 -0.0275826903 0.0134767349 0.0190861287 0.0307247672 0.0312625144
#> 25 -0.0371159138 0.0176539919 0.0204510351 0.0347866971 0.0395560055
#> 28 -0.0077329903 0.0020990516 0.0034955847 0.0036797634 0.0217944008
#> 29 -0.0015546801 -0.0011710552 0.0036198210 0.0160033955 0.0251620784
#> 30 0.0341744537 0.0344592035 0.0354113439 0.0354291618 0.0402678424
#> 31 0.0319843570 0.0437132823 0.0654164211 0.0657377916 0.0686685199
#> 32 0.0469869234 0.0487700617 0.0664300893 0.0691707809 0.0931576272
#> 33 -0.1377166522 -0.0915612653 0.0081726135 0.0091080295 0.0138727363
#> 34 0.0071120459 0.0082376801 0.0154202998 0.0161559835 0.0203086324
#> 35 -0.0299822755 0.0429829372 0.0507459073 0.0525913916 0.0526155478
#> 36 0.0005050269 0.0015667955 0.0039279806 0.0107799101 0.0213369999
#> 37 0.0289220112 0.0318920444 0.0319225550 0.0345753813 0.0350440886
#> 38 0.0209021675 0.0285272105 0.0608455748 0.0626952680 0.0690451296
#> 39 0.0796916045 0.0801801264 0.0888254092 0.0892566850 0.0894282379
#> 40 -0.0049695465 -0.0047243118 0.0408596167 0.0455206549 0.0475829584
#> 41 0.0168115778 0.0249382267 0.0269362847 0.0290669650 0.0376148564
#> 42 -0.0124184745 0.0321312713 0.0321967185 0.0326895430 0.0327990199
#> 43 0.0115392987 0.0209398961 0.0217281882 0.0574567505 0.0702756952
#> 44 -0.0102186893 0.0222489718 0.0305542383 0.0356185873 0.0591169970
#> 45 0.0060044575 0.0063003090 0.0147129587 0.0169191983 0.0188221997
#> 46 0.0174340360 0.0274630074 0.0276582284 0.0445927639 0.0538695247
#> 47 0.0185640763 0.0186459541 0.0189806914 0.0248204455 0.0425461408
#> 48 0.0306477419 0.0306515791 0.0353049349 0.0554094056 0.0572367130
#> 49 0.0198368169 0.0284593657 0.0362270388 0.0362886362 0.0427254147
#> 50 0.0669526850 0.0675065130 0.0723028194 0.0734498571 0.0740807788
#> 54 -0.0016975985 0.0039877798 0.0041579581 0.0082024968 0.0112345104
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#> 57 0.0457534418 0.0506139349 0.0520388937 0.0538034362 0.0551459167
#> 58 -0.0197376766 -0.0171772960 0.0262607057 0.0277179365 0.0332937948
#> 59 0.0130654136 0.0216990493 0.0238952483 0.0240640578 0.0349131135
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#> 61 -0.0034603457 0.0040116245 0.0128487945 0.0227078962 0.0258502187
#> 62 -0.0149195857 0.0193317261 0.0208204180 0.0264085495 0.0447823908
#> 63 -0.0158317942 0.0258774139 0.0453920861 0.0488398878 0.0535356433
#> 64 0.0175163094 0.0469194705 0.0519096760 0.0540318701 0.0815408262
#> 65 -0.0118843763 -0.0036207394 0.0220994821 0.0282879112 0.0375695258
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#> 69 0.0365059324 0.0370484673 0.0379315936 0.0434595598 0.0444263454
#> 70 0.1277246690 0.1391477584 0.1462148572 0.1535256143 0.1661467438
#> 71 0.0002050878 0.0050031313 0.0061347194 0.0098242517 0.0198951254
#> 72 0.0107603745 0.0183730798 0.0188919895 0.0231476415 0.0243508819
#> 73 -0.0210884457 -0.0131582383 -0.0128539729 0.0017546657 0.0097799562
#> 74 0.0036976533 0.0051688202 0.0066053980 0.0067029777 0.0159155696
#> 75 0.0294010125 0.0354938837 0.0359506974 0.0361817928 0.0488230095
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#> 81 0.0509156727 0.0663112189 0.0802423538 0.1023717047 0.1037914359
#> 82 0.0450868738 0.0452215191 0.0462365559 0.0660600827 0.0667727236
#> 83 -0.0769367830 -0.0497934514 0.0024274126 0.0176652914 0.0179631830
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#> 87 0.0013283676 0.0056787930 0.0078242754 0.0250930190 0.0278098422
#> 88 0.0019380086 0.0092751146 0.0197480841 0.0328291695 0.0328294098
#> 89 0.0120143890 0.0129662377 0.0139595315 0.0221403002 0.0249630821
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#> 91 0.0008972994 0.0043298644 0.0141088837 0.0177307189 0.0177977928
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#> 93 -0.0311097019 -0.0294977247 -0.0231322479 0.0238205834 0.0239212708
#> 94 -0.0292145606 -0.0120112019 -0.0118388676 0.0151469004 0.0169409819
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#> 100 0.0485879409 0.0486328477 0.0487109327 0.0535726310 0.0578459627
#> 106 0.0259018033 0.0486679525 0.0700657917 0.0703645325 0.0703832640
#> 107 0.0860745990 0.0880228350 0.0924673499 0.0936352073 0.0965762745
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#> 109 0.0176799055 0.0197277931 0.0227858526 0.0236333385 0.0236597704
#> 110 -0.0531125407 0.0165990056 0.0196270334 0.0209647727 0.0241842799
#> 111 0.0232965771 0.0255040840 0.0310906593 0.0372229283 0.0390595244
#> 112 0.0437603586 0.0454969571 0.0458351490 0.0481883271 0.0492326297
#> 113 0.0091749011 0.0130962656 0.0310699343 0.0322770388 0.0327307538
#> 114 0.0208848022 0.0209429014 0.0243786025 0.0246006299 0.0257931131
#> 115 0.0074411263 0.0084630389 0.0487951011 0.0535883509 0.0537075742
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#> 120 0.0272442579 0.0280645947 0.0332153187 0.0352028278 0.0352097158
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#> 123 0.0372316357 0.0379881517 0.0423450316 0.0861355966 0.0867548153
#> 124 -0.0069869904 0.0030952464 0.0059726918 0.0060944747 0.0062451361
#> 125 0.0927878080 0.0944466783 0.0965352349 0.0981481915 0.0995300531
#> 132 0.0919068375 0.0983529004 0.1018525667 0.1021826341 0.1053306331
#> 133 0.0329938991 0.0364362887 0.0517631644 0.0518679289 0.0519842208
#> 134 0.0115519269 0.0153081702 0.0181508078 0.0195614259 0.0196181494
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#> 138 0.0221134219 0.0449186494 0.0457864887 0.0462228014 0.0467314778
#> 139 0.0147733238 0.0239526360 0.0251110358 0.0251219480 0.0260144581
#> 140 0.0790208662 0.0864868180 0.0909458405 0.0935016884 0.0935467625
#> 141 0.0085070647 0.0095068859 0.0397846223 0.0425051083 0.0429146718
#> 142 0.0212867704 0.0313509943 0.0492115946 0.0492352785 0.0523945059
#> 143 0.0055440875 0.0080976043 0.0330383215 0.0415936080 0.0419397693
#> 144 0.0372356407 0.0380952513 0.0437818733 0.0452274254 0.0500298211
#> 145 0.0849657882 0.0896424496 0.0902957017 0.0914107196 0.0914108074
#> 146 0.0277311323 0.0331261024 0.0544584430 0.0556609241 0.0558203753
#> 147 0.0166985562 0.0327035671 0.0591892200 0.0621670412 0.0669852999
#> 148 0.0038344430 0.0318840292 0.0473928350 0.0756815182 0.0760096666
#> 149 0.0438830976 0.0444924323 0.0487474338 0.0492705451 0.0494638588
#> 150 0.0626885014 0.0709354036 0.0783574676 0.0813804817 0.0824332355
#> 158 0.0010455224 0.0252596679 0.0664940424 0.0665376298 0.0684705368
#> 159 0.0303717118 0.0303932240 0.0304170285 0.0334024665 0.0350187675
#> 160 0.0054450094 0.0426101993 0.0427210162 0.0427259601 0.0529851796
#> 161 0.0183566251 0.0183681027 0.0326609202 0.0341536247 0.0342225782
#> 162 0.0037256874 0.0090025759 0.0138124053 0.0140887517 0.0192904015
#> 163 0.0853703702 0.0977696812 0.1061967999 0.1062723431 0.1068886586
#> 164 0.1200375756 0.1219645369 0.1220671727 0.1221980399 0.1288728714
#> 165 0.0172651686 0.0173726589 0.0295362445 0.0304572018 0.0332927724
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#> 168 0.0765678909 0.0776844168 0.0940726171 0.1030413202 0.1048126539
#> 169 0.0499704846 0.0627939599 0.0631308755 0.0635849034 0.0638218793
#> 170 0.0249318723 0.0249515970 0.0253489115 0.0256569315 0.0273596540
#> 171 0.0359172087 0.0361035554 0.0540666115 0.0547080077 0.0654630632
#> 172 0.0797559859 0.0802138388 0.0863858651 0.0872377510 0.0872468880
#> 173 0.1071865730 0.1078336612 0.1084216564 0.1181794317 0.1226573418
#> 174 0.0339897297 0.0366961869 0.0368652533 0.0387238319 0.0403515155
#> 175 0.0571122177 0.0571301412 0.0575111829 0.0614057315 0.0673318407
#> 184 -0.0228532165 -0.0014492265 0.0404685237 0.0436017731 0.0436104610
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#> 189 0.0141620864 0.0440514606 0.0692782578 0.0693132838 0.0713494781
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#> 193 -0.1097885594 -0.0922325808 0.0070957846 0.0142331359 0.0142897877
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#> 215 0.0520956772 0.0525738307 0.0796864596 0.0932674489 0.0936236862
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#> 223 0.0085236510 0.0093206370 0.0096159605 0.0312107849 0.0316019582
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#> 243 -0.0060666672 0.0421673933 0.0554255360 0.0639983069 0.0708927161
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#> 269 0.0069823040 0.0282669252 0.0530437555 0.0539918810 0.0549785749
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#> 275 0.0051238435 0.0051943865 0.0177426067 0.0297450018 0.0350600826
#> 288 0.0520831908 0.0530876842 0.0899049824 0.0900315879 0.0940012766
#> 289 0.1034474266 0.1046213194 0.1130578383 0.1140884265 0.1141682799
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#> 295 0.0405645927 0.0460781344 0.0560888699 0.0560986435 0.0569277003
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#> 297 0.0442321623 0.0481930606 0.0482676293 0.0483195174 0.0554080333
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#> 314 0.1515661191 0.1568129381 0.1657341815 0.1663624411 0.1723246112
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#> 321 0.0068971503 0.0225670256 0.0539053219 0.0539527499 0.0555681909
#> 322 0.0001980778 0.0069503053 0.0279078207 0.0281489195 0.0287470562
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#> 340 0.0899562891 0.0911224471 0.1012399591 0.1030049283 0.1038304386
#> 341 0.0341246109 0.0448143573 0.0653947692 0.0692617896 0.0733274717
#> 342 0.0286864406 0.0851922922 0.0956564496 0.0956577525 0.0962193783
#> 343 0.0511226212 0.0572947177 0.0707183857 0.0789767246 0.0824076587
#> 344 0.0188120053 0.0437203643 0.0445498274 0.0456415039 0.0571582243
#> 345 0.1263737807 0.1280049549 0.1281748064 0.1292396538 0.1305590611
#> 346 0.0708943447 0.0740291258 0.0819890700 0.0827491774 0.0834321932
#> 347 0.0100205683 0.0106401949 0.0152543156 0.0163039032 0.0223800105
#> 348 0.0059492418 0.0063269476 0.0070813620 0.0144284600 0.0148535997
#> 349 0.0495187748 0.0613097679 0.0619814018 0.0629286579 0.0663088530
#> 350 0.0904279948 0.0918876758 0.0926352522 0.0947065185 0.0947770647
#> 366 -0.0651166053 -0.0599798771 0.0251973062 0.0388222197 0.0397519362
#> 367 -0.0656215764 -0.0342179615 0.0014784885 0.0030186449 0.0053691895
#> 368 -0.0069259922 -0.0050768668 0.0555359136 0.0575158925 0.0582483964
#> 369 0.0074233455 0.0320263189 0.0646676950 0.0649957689 0.0734619018
#> 370 0.1018963376 0.1019306604 0.1114303035 0.1115643618 0.1116149188
#> 371 -0.0075160167 -0.0071048472 0.0355953994 0.0359302259 0.0359560559
#> 372 0.0028049856 0.0028829278 0.0492638854 0.0493315725 0.0538468344
#> 373 0.0620019241 0.0622163237 0.0881255560 0.0925926658 0.0926317283
#> 374 0.0131962970 0.0179174232 0.0403749079 0.0470164239 0.0475480490
#> 375 0.0621037098 0.0622322385 0.1094699388 0.1290636583 0.1299857776
#> 392 -0.0137162184 0.0150413218 0.0160120078 0.0207351657 0.0301020954
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#> 398 -0.0145113097 -0.0090208435 0.0018016930 0.0323154086 0.0334972107
#> 399 -0.0036811989 -0.0035451340 0.0369216513 0.0395556443 0.0396734658
#> 400 0.0231105298 0.0262112507 0.0391758531 0.0392031887 0.0423824074
#> 418 -0.0099257844 0.0153411107 0.0153894217 0.0227527188 0.0291104771
#> 419 -0.0158005501 -0.0076525609 -0.0007511146 0.0003823916 0.0196486967
#> 420 0.0273395218 0.0614582718 0.0740356080 0.0750515166 0.0785923115
#> 421 -0.0122070414 0.0217112786 0.0218948102 0.0226600776 0.0253732839
#> 422 -0.0298906025 0.0092320302 0.0096986107 0.0109931613 0.0234980996
#> 423 -0.0089720781 0.0283034969 0.0322928702 0.0416022596 0.0436441524
#> 424 -0.0315455749 0.0011944828 0.0118895832 0.0132599729 0.0227043520
#> 425 -0.0087400196 0.0184796109 0.0223777190 0.0245500246 0.0254071970
#> 444 0.0134398038 0.0284813433 0.0447007346 0.0516737345 0.0566152168
#> 445 0.0276997324 0.0284709685 0.0406786390 0.0428727658 0.0431321420
#> 446 0.0282003716 0.0293157193 0.0307516889 0.0427483407 0.0456852423
#> 447 0.0224113737 0.0251079118 0.0262917999 0.0295464171 0.0313229662
#> 448 0.0409331297 0.0437627160 0.0503186467 0.0507519118 0.0518311632
#> 449 -0.0272580440 -0.0263935995 -0.0144972637 0.0053777769 0.0054039454
#> 450 0.0001756438 0.0014343851 0.0100578705 0.0360107864 0.0388306402
#> 470 0.0445103217 0.0554740975 0.0571090252 0.0571161807 0.0611761782
#> 471 0.0189248359 0.0367360847 0.0442011474 0.0442303093 0.0554308699
#> 472 -0.0084579310 0.0156568307 0.0201006698 0.0201712641 0.0203695087
#> 473 -0.0049307896 0.0158639237 0.0159174660 0.0230898647 0.0307370963
#> 474 0.0076624429 0.0152990563 0.0153514531 0.0245945182 0.0312609606
#> 475 -0.0021845352 0.0154034607 0.0154247225 0.0260839471 0.0389926290
#> 496 0.0099463505 0.0100791279 0.0180436858 0.0180763858 0.0181833190
#> 497 0.0335473556 0.0336811087 0.0404175182 0.0404291993 0.0426503925
#> 498 0.0808657651 0.0811358959 0.0829363563 0.0870125172 0.0871384097
#> 499 0.0464940775 0.0493998914 0.0507631885 0.0545835986 0.0547739133
#> 500 0.0911715635 0.0911728541 0.0931281075 0.1002854734 0.1010668986
#> 522 0.0384527449 0.0395937863 0.0397333333 0.0399141809 0.0469233185
#> 523 0.0408043494 0.0421102990 0.0460645064 0.0538868223 0.0538874019
#> 524 0.0178014675 0.0204739057 0.0275167351 0.0323250929 0.0333647773
#> 525 0.0388706604 0.0390488196 0.0431271990 0.0507078602 0.0510362758
#> 548 0.0456590319 0.0457598784 0.0532620114 0.0682722358 0.0814233480
#> 549 -0.0188518765 -0.0124928599 -0.0079589449 -0.0019987706 0.0002014544
#> 550 0.0536034734 0.0539003815 0.0573274218 0.0687903578 0.0781087460
#> 574 -0.0055225446 0.0003673425 0.0004986317 0.0201359528 0.0208882182
#> 575 0.0669549784 0.0675625842 0.0675741960 0.1048028304 0.1051619930
#> 600 0.0078122451 0.0108283024 0.0108997140 0.0115553601 0.0135157493
#> pcoa_9d pcoa_10d tree_average
#> 2 0.053053576 0.054054217 8.091011e-02
#> 3 0.036682285 0.037536087 8.903622e-02
#> 4 0.011039372 0.011046331 -3.764924e-03
#> 5 0.023428945 0.023430222 4.374243e-02
#> 6 0.058537914 0.058828275 3.442120e-02
#> 7 0.083043516 0.083237066 3.267223e-02
#> 8 0.054264722 0.054327057 3.015781e-02
#> 9 0.057392916 0.057574335 -6.046101e-02
#> 10 0.028096420 0.028410081 -3.396603e-02
#> 11 0.051829673 0.052022130 -5.365185e-02
#> 12 0.034511902 0.035661523 -1.245955e-01
#> 13 0.019369034 0.019369215 -2.636504e-02
#> 14 0.050409401 0.050531358 3.226313e-02
#> 15 0.073565942 0.073913549 8.214708e-02
#> 16 0.022793831 0.023244607 1.932518e-02
#> 17 0.050942834 0.050952672 1.528467e-01
#> 18 0.071199434 0.072290120 1.724429e-01
#> 19 0.049389715 0.059101410 0.000000e+00
#> 20 0.053260835 0.053301009 1.401818e-02
#> 21 0.039312429 0.047502556 1.099061e-01
#> 22 0.022194983 0.024927428 7.663176e-02
#> 23 0.033488412 0.033579516 3.072559e-02
#> 24 0.040257060 0.041504555 -7.177487e-03
#> 25 0.045675834 0.046034289 6.290105e-02
#> 28 0.025002008 0.025006667 -6.023881e-02
#> 29 0.025243178 0.026340931 6.975253e-02
#> 30 0.045490744 0.046415906 1.172599e-01
#> 31 0.069693271 0.069795079 1.781211e-02
#> 32 0.098251669 0.101199118 1.723115e-02
#> 33 0.017228790 0.017628827 -2.972329e-02
#> 34 0.020886656 0.022418645 -5.705887e-02
#> 35 0.053705784 0.053992008 5.181836e-02
#> 36 0.021386485 0.022952352 -5.024971e-02
#> 37 0.036131991 0.036194022 -1.213904e-01
#> 38 0.069045211 0.069718200 8.042053e-02
#> 39 0.090289582 0.090476885 7.389719e-02
#> 40 0.047612951 0.047693771 -3.473951e-02
#> 41 0.037644794 0.040174835 7.727277e-02
#> 42 0.034269668 0.034767615 3.033936e-02
#> 43 0.070334875 0.076121032 -6.714119e-03
#> 44 0.059229597 0.060296841 1.003573e-01
#> 45 0.018851227 0.019098323 -1.653185e-01
#> 46 0.053960811 0.063245766 0.000000e+00
#> 47 0.046807305 0.047284250 1.077250e-01
#> 48 0.058350721 0.059711872 3.757637e-02
#> 49 0.048723284 0.048723999 5.323015e-02
#> 50 0.080347975 0.080439088 5.308517e-02
#> 54 0.014554275 0.015176319 -1.887152e-01
#> 55 0.020052507 0.020575581 -1.412078e-01
#> 56 0.014523260 0.014620490 -1.990139e-01
#> 57 0.055264695 0.056479933 -9.059457e-02
#> 58 0.033358590 0.033703732 -7.076648e-02
#> 59 0.037165891 0.039343286 1.828202e-01
#> 60 0.030165393 0.030443701 4.169745e-02
#> 61 0.031407089 0.033199943 1.062960e-01
#> 62 0.045715755 0.045753704 1.184887e-01
#> 63 0.057495067 0.058316754 -7.519333e-03
#> 64 0.083062410 0.083462635 1.526240e-01
#> 65 0.041651332 0.041764828 -5.328442e-03
#> 66 0.040778765 0.043257568 1.812933e-01
#> 67 0.049486380 0.050265561 6.124315e-02
#> 68 0.021055795 0.023506381 7.051539e-03
#> 69 0.047858577 0.048498410 1.261547e-01
#> 70 0.170447933 0.171062617 0.000000e+00
#> 71 0.022863535 0.024262107 -3.124281e-02
#> 72 0.024411766 0.024594817 -1.083185e-01
#> 73 0.010467713 0.011389563 -1.784671e-01
#> 74 0.037737958 0.037741626 1.571202e-01
#> 75 0.048924799 0.049028969 -3.871589e-02
#> 80 0.032377088 0.032415359 6.701435e-02
#> 81 0.104745836 0.105336382 0.000000e+00
#> 82 0.070760368 0.070886219 6.235854e-02
#> 83 0.021840356 0.021933907 -4.710630e-02
#> 84 0.028375966 0.028448587 -9.892254e-02
#> 85 0.023810530 0.024011942 -2.713322e-02
#> 86 0.017972741 0.018049880 -9.211338e-02
#> 87 0.029208472 0.030259854 -1.632540e-01
#> 88 0.032873980 0.032876766 -1.313892e-01
#> 89 0.025872881 0.025994323 -2.212459e-01
#> 90 0.047572613 0.047948337 -8.720252e-02
#> 91 0.017810208 0.017974196 -5.112882e-03
#> 92 0.023397945 0.023419623 -8.197541e-02
#> 93 0.024091963 0.024560619 -2.178024e-02
#> 94 0.017254181 0.020787761 1.568230e-02
#> 95 0.029072736 0.029128197 -1.826837e-01
#> 96 0.011972434 0.018561220 4.075653e-02
#> 97 0.033806294 0.038945670 2.313601e-02
#> 98 0.044227411 0.044297652 -3.085098e-02
#> 99 0.014923742 0.015823356 -3.144488e-02
#> 100 0.066386095 0.066851004 1.285159e-02
#> 106 0.082473208 0.082804219 -4.591924e-02
#> 107 0.096660658 0.096887877 9.370427e-02
#> 108 0.040045201 0.040086390 4.010489e-04
#> 109 0.024946234 0.025101607 -5.004156e-02
#> 110 0.025289715 0.025417090 2.037413e-02
#> 111 0.043832294 0.044007854 1.239947e-02
#> 112 0.049783699 0.050798439 -5.874120e-02
#> 113 0.035315392 0.035316997 -8.388183e-02
#> 114 0.026316666 0.026390526 -1.737385e-01
#> 115 0.058317927 0.058594414 -3.969517e-02
#> 116 0.024054947 0.024358844 4.239447e-02
#> 117 0.027452538 0.027455382 -3.446805e-02
#> 118 0.026061274 0.026776276 2.572711e-02
#> 119 0.022031103 0.025537459 6.318965e-02
#> 120 0.037097768 0.037120847 -1.351764e-01
#> 121 0.026942518 0.033541386 8.826388e-02
#> 122 0.037284763 0.046758046 0.000000e+00
#> 123 0.088546004 0.088768862 -8.363858e-03
#> 124 0.024843667 0.025612303 1.606247e-02
#> 125 0.099851981 0.100178482 6.035895e-02
#> 132 0.112674324 0.113583419 7.630223e-02
#> 133 0.058342033 0.058410612 -8.164746e-02
#> 134 0.021834924 0.022407506 -1.936743e-01
#> 135 0.033602065 0.033621983 -8.479709e-02
#> 136 0.028549774 0.029127134 -1.868652e-01
#> 137 0.026507451 0.026727797 -2.580058e-01
#> 138 0.047373932 0.047550561 -1.659303e-01
#> 139 0.028263910 0.028275681 -2.557870e-01
#> 140 0.094185897 0.094186454 -5.962524e-02
#> 141 0.043588673 0.044462755 -5.934268e-02
#> 142 0.056303130 0.056438807 -4.378929e-02
#> 143 0.043206122 0.044712018 -4.469552e-02
#> 144 0.051688065 0.053046343 -3.398769e-04
#> 145 0.092423930 0.092484967 -6.106299e-02
#> 146 0.057214966 0.060321909 2.862630e-02
#> 147 0.077948166 0.079106321 -4.737334e-02
#> 148 0.083877914 0.085091974 3.399321e-02
#> 149 0.050536865 0.050638341 -6.598604e-02
#> 150 0.096084161 0.096084947 2.819944e-02
#> 158 0.068485714 0.068930444 1.251919e-02
#> 159 0.035636144 0.035637573 -1.801094e-01
#> 160 0.053465741 0.054040178 -7.123220e-02
#> 161 0.036917276 0.036918485 -1.733003e-01
#> 162 0.019481635 0.021129803 -2.444409e-01
#> 163 0.109342952 0.109491490 1.226630e-01
#> 164 0.129177780 0.129643205 3.280634e-02
#> 165 0.035755550 0.036443895 -1.577901e-01
#> 166 0.047190335 0.047193369 -4.577779e-02
#> 167 0.048127782 0.048344951 1.680706e-02
#> 168 0.107917547 0.108085607 -4.527648e-02
#> 169 0.065890560 0.070788641 1.322501e-02
#> 170 0.028535944 0.028770395 -2.259190e-01
#> 171 0.070666807 0.086048065 2.804533e-02
#> 172 0.087264006 0.091185411 9.225017e-02
#> 173 0.123034793 0.123051833 6.250561e-02
#> 174 0.054796155 0.056434274 -3.914276e-02
#> 175 0.067841042 0.068608295 -6.996539e-02
#> 184 0.044648874 0.045019919 -2.908850e-02
#> 185 0.102755657 0.102782396 1.504958e-01
#> 186 0.029412661 0.029772144 -6.268338e-02
#> 187 0.032707087 0.033394177 -9.342001e-02
#> 188 0.108974021 0.109033828 1.461499e-01
#> 189 0.071787417 0.071802924 -1.399339e-02
#> 190 0.076333767 0.076421650 -2.281046e-02
#> 191 0.033806524 0.034309301 -3.819121e-02
#> 192 0.056717600 0.056735330 5.885737e-02
#> 193 0.016796199 0.017762344 -7.000870e-02
#> 194 0.066875920 0.069615964 8.343786e-02
#> 195 0.016064020 0.016064111 -2.121515e-01
#> 196 0.013666787 0.018096292 -2.496971e-02
#> 197 0.046056201 0.047540193 9.047958e-03
#> 198 0.058280266 0.058509320 -6.110064e-02
#> 199 0.051239463 0.051762055 7.147413e-02
#> 200 0.059573651 0.059648971 -1.228646e-01
#> 210 0.037969013 0.038855116 -1.918284e-02
#> 211 0.074392539 0.074392568 0.000000e+00
#> 212 0.057605751 0.060748323 5.333763e-02
#> 213 0.064661720 0.064780958 8.105531e-02
#> 214 0.095687839 0.096349082 2.068552e-01
#> 215 0.094827580 0.096012909 1.641554e-01
#> 216 0.067554483 0.067574231 -8.706571e-05
#> 217 0.040505547 0.040707603 5.824687e-02
#> 218 0.044287790 0.044461135 5.448761e-03
#> 219 0.039770135 0.047236299 7.471059e-03
#> 220 0.062085739 0.062426346 9.592239e-02
#> 221 0.014946656 0.021911591 -6.787306e-02
#> 222 0.025060840 0.028188051 -4.139466e-02
#> 223 0.031662169 0.031668664 -1.115433e-01
#> 224 0.078192959 0.081077162 -6.722097e-03
#> 225 0.084961630 0.085860105 5.814886e-02
#> 236 0.060580847 0.061424189 -1.237368e-02
#> 237 0.040348400 0.040904344 -8.331738e-02
#> 238 0.031316601 0.031436391 -1.713816e-02
#> 239 0.051790497 0.051790536 4.149002e-02
#> 240 0.095126978 0.095165575 1.234252e-01
#> 241 0.049887151 0.051096430 8.684429e-03
#> 242 0.057966332 0.058043992 1.115685e-01
#> 243 0.071713236 0.073522904 1.005897e-01
#> 244 0.080042695 0.084390322 3.396603e-02
#> 245 0.052877263 0.052893653 -4.520038e-02
#> 246 0.037400729 0.041949012 4.100418e-02
#> 247 0.024303390 0.025603908 2.902104e-02
#> 248 0.028384032 0.028791967 -4.112756e-02
#> 249 0.046123773 0.046539370 2.049397e-03
#> 250 0.062371241 0.062405394 3.953275e-02
#> 262 0.074476899 0.078445113 1.298618e-01
#> 263 0.050800469 0.050917008 4.746044e-02
#> 264 0.085759741 0.086290730 1.060886e-01
#> 265 0.053026640 0.053979955 4.722714e-02
#> 266 0.078760771 0.078778684 6.722097e-03
#> 267 0.028306027 0.028520407 6.505603e-02
#> 268 0.039526115 0.039701856 1.225792e-02
#> 269 0.055394142 0.062621427 1.428022e-02
#> 270 0.051607595 0.051906484 1.939822e-02
#> 271 0.005889322 0.013154003 -6.106389e-02
#> 272 0.037027984 0.040684805 3.203539e-02
#> 273 0.049447565 0.049455278 -4.933116e-02
#> 274 0.086777573 0.089655707 8.706571e-05
#> 275 0.041548972 0.042339137 -4.261774e-02
#> 288 0.095366137 0.096760229 1.833905e-01
#> 289 0.114182488 0.114694526 1.425237e-01
#> 290 0.056008504 0.056277755 -6.684282e-02
#> 291 0.032587638 0.035865327 2.339327e-03
#> 292 0.071180818 0.072325638 1.605820e-01
#> 293 0.020438712 0.023429818 -1.422161e-01
#> 294 0.048282037 0.048642785 -5.666348e-02
#> 295 0.057625245 0.058294143 3.159089e-02
#> 296 0.023094669 0.024210603 -1.322046e-01
#> 297 0.055779054 0.055873688 -3.910528e-02
#> 298 0.051527105 0.053025277 -1.204718e-01
#> 299 0.057710094 0.057804123 7.903763e-02
#> 300 0.033610448 0.033838932 -1.728493e-01
#> 314 0.173540898 0.173731070 0.000000e+00
#> 315 0.042215659 0.042429049 -1.070933e-01
#> 316 0.040854581 0.041054518 7.195261e-02
#> 317 0.040958045 0.040969849 3.261669e-03
#> 318 0.053780007 0.054264151 4.013512e-02
#> 319 0.023118790 0.025738791 2.691501e-02
#> 320 0.090649140 0.090686519 -1.489043e-01
#> 321 0.055583289 0.060427192 8.517411e-02
#> 322 0.030985455 0.032510531 -7.523492e-02
#> 323 0.035058154 0.035104872 -1.453835e-01
#> 324 0.057447891 0.058393593 1.816179e-01
#> 325 0.012301392 0.012494028 -2.071475e-01
#> 340 0.104877985 0.104899870 1.870655e-02
#> 341 0.074715057 0.075479920 1.487626e-01
#> 342 0.096293163 0.096364510 -3.261669e-03
#> 343 0.083084515 0.084332369 1.169451e-01
#> 344 0.057655066 0.059299079 8.554319e-02
#> 345 0.131056297 0.131075846 -6.942826e-03
#> 346 0.084091000 0.087160996 7.865077e-02
#> 347 0.022751158 0.023462307 -1.650916e-01
#> 348 0.014853816 0.015107383 -2.352402e-01
#> 349 0.077035562 0.077293940 1.569128e-01
#> 350 0.096170698 0.096190924 -4.700413e-02
#> 366 0.039753530 0.040938283 4.241528e-02
#> 367 0.006856455 0.006998886 -1.299018e-01
#> 368 0.058370126 0.060159975 2.776813e-02
#> 369 0.073760260 0.075637766 1.500791e-01
#> 370 0.111758643 0.111857623 1.299960e-01
#> 371 0.036048192 0.038710922 -4.555369e-02
#> 372 0.057903507 0.058744864 -3.104826e-02
#> 373 0.094188325 0.094936069 9.914252e-03
#> 374 0.051710746 0.051821261 3.578025e-02
#> 375 0.141619721 0.141619726 0.000000e+00
#> 392 0.032603199 0.032991335 1.562149e-01
#> 393 0.042067144 0.042201789 1.044283e-01
#> 394 0.024038507 0.035097530 5.493401e-02
#> 395 0.057006416 0.057453461 7.621363e-02
#> 396 0.017784769 0.028774476 6.645858e-02
#> 397 0.017950508 0.022454961 5.104138e-02
#> 398 0.034830874 0.034865593 -1.910722e-02
#> 399 0.050263068 0.054831045 0.000000e+00
#> 400 0.050199683 0.051417508 6.155309e-02
#> 418 0.030226528 0.030867849 2.237719e-02
#> 419 0.020711212 0.023358364 8.491465e-02
#> 420 0.079537335 0.079550773 -5.050066e-02
#> 421 0.026651269 0.031078276 5.933537e-02
#> 422 0.023683336 0.025158004 -1.774034e-02
#> 423 0.043698347 0.043804520 -4.748490e-02
#> 424 0.039104131 0.039919322 1.992135e-01
#> 425 0.026296902 0.026439369 -1.148044e-01
#> 444 0.056641249 0.068199604 1.676477e-01
#> 445 0.043134078 0.043822826 -7.378568e-02
#> 446 0.045687162 0.069779717 6.714119e-03
#> 447 0.034454169 0.040267121 5.861644e-02
#> 448 0.052583049 0.052816225 1.271027e-02
#> 449 0.012267685 0.015673875 1.294474e-02
#> 450 0.044705381 0.046650552 4.488573e-02
#> 470 0.061179547 0.063024702 3.925683e-02
#> 471 0.055463515 0.055964130 1.254614e-01
#> 472 0.023516622 0.023611127 9.607898e-02
#> 473 0.031353216 0.035699064 2.593038e-02
#> 474 0.043744125 0.045165781 4.610257e-02
#> 475 0.044894795 0.046545755 8.234827e-02
#> 496 0.018187371 0.020917409 -1.379250e-01
#> 497 0.044282285 0.045281382 -1.022870e-01
#> 498 0.087594690 0.087774423 -3.708211e-02
#> 499 0.059646103 0.060012920 5.350994e-02
#> 500 0.105223312 0.105314139 7.842669e-02
#> 522 0.050671382 0.051591735 1.211532e-01
#> 523 0.054763573 0.061875827 5.100461e-02
#> 524 0.040454493 0.043034278 5.798373e-02
#> 525 0.056545635 0.059529412 2.408917e-02
#> 548 0.082827439 0.090116791 8.363858e-03
#> 549 0.018170381 0.018543741 2.470938e-02
#> 550 0.078639673 0.079582140 3.264222e-02
#> 574 0.030308156 0.031549853 -4.543922e-02
#> 575 0.107644274 0.108508316 7.360473e-02
#> 600 0.033227530 0.033320848 -4.811224e-02
#>
#> $details_deviation$abs_dev_distsp
#> sp.x sp.y pcoa_1d pcoa_2d pcoa_3d
#> 2 apricot apple 0.1634793627 0.0613131726 0.0567510971
#> 3 banana apple 0.0131320500 0.0047392768 0.0037427035
#> 4 currant apple 0.1010576998 0.1006330170 0.0813228267
#> 5 blackberry apple 0.1078357918 0.1075952587 0.0657691608
#> 6 blueberry apple 0.0423032775 0.0375635362 0.0370317817
#> 7 cherry apple 0.1616933564 0.0044655132 0.0185309251
#> 8 grape apple 0.3014574226 0.1180817603 0.0492048338
#> 9 grapefruit apple 0.0782134735 0.0620468549 0.0406330304
#> 10 kiwifruit apple 0.1182215595 0.1151277801 0.0521533878
#> 11 lemon apple 0.1163257141 0.1107436173 0.0223964456
#> 12 lime apple 0.1717551260 0.1715743017 0.0544854936
#> 13 litchi apple 0.2208832159 0.1118805638 0.1066939412
#> 14 mango apple 0.0487058101 0.0364587186 0.0208028301
#> 15 melon apple 0.2616967886 0.0665607673 0.0638025397
#> 16 orange apple 0.0875671626 0.0866583269 0.0779119903
#> 17 passion_fruit apple 0.1096418149 0.0838538643 0.0646337510
#> 18 peach apple 0.1348560405 0.0634209972 0.0167038995
#> 19 pear apple 0.0406116659 0.0398174530 0.0264415399
#> 20 pineapple apple 0.1919552128 0.0362306401 0.0345022788
#> 21 plum apple 0.1480900385 0.0408337829 0.0309493853
#> 22 raspberry apple 0.0967829650 0.0967745107 0.0553955783
#> 23 strawberry apple 0.0862982218 0.0736475401 0.0584288511
#> 24 tangerine apple 0.0825254764 0.0733131341 0.0300916371
#> 25 water_melon apple 0.1703111415 0.0530135968 0.0415572094
#> 28 banana apricot 0.0857023219 0.0242932667 0.0241109329
#> 29 currant apricot 0.1042450037 0.0545054018 0.0146009012
#> 30 blackberry apricot 0.1110230958 0.0436697614 0.0248648307
#> 31 blueberry apricot 0.1356171216 0.0461783026 0.0453007506
#> 32 cherry apricot 0.0730266810 0.0090297993 0.0019372342
#> 33 grape apricot 0.2956743988 0.2906455598 0.1377553518
#> 34 grapefruit apricot 0.1183953004 0.0243571666 0.0006936907
#> 35 kiwifruit apricot 0.1584033864 0.0853719907 0.0419028383
#> 36 lemon apricot 0.1565075411 0.0769666856 0.0021222401
#> 37 lime apricot 0.1286036196 0.0935940794 0.0201976926
#> 38 litchi apricot 0.0373928817 0.0221055863 0.0075622973
#> 39 mango apricot 0.0696330090 0.0740771360 0.0795749880
#> 40 melon apricot 0.3439820414 0.0187968599 0.0114241535
#> 41 orange apricot 0.0732035350 0.0003625967 0.0138623513
#> 42 passion_fruit apricot 0.1554444099 0.1497362756 0.1188010163
#> 43 peach apricot 0.0480830291 0.0111865203 0.0054971105
#> 44 pear apricot 0.1167117412 0.0229469924 0.0105328150
#> 45 pineapple apricot 0.2945870897 0.0399771690 0.0399703870
#> 46 plum apricot 0.0153893242 0.0149825960 0.0060163710
#> 47 raspberry apricot 0.1423945114 0.0604310211 0.0049237280
#> 48 strawberry apricot 0.1561521924 0.0310780438 0.0034079774
#> 49 tangerine apricot 0.0657018088 0.0364410525 0.0117241279
#> 50 water_melon apricot 0.2568317788 0.0651181273 0.0668086545
#> 54 currant banana 0.0232806589 0.0163820775 0.0030818734
#> 55 blackberry banana 0.0300587510 0.0232900603 0.0002809691
#> 56 blueberry banana 0.0130110851 0.0124973002 0.0124278354
#> 57 cherry banana 0.0660341977 0.0420972235 0.0455975807
#> 58 grape banana 0.1674144255 0.0804373324 0.0372737598
#> 59 grapefruit banana 0.1024010940 0.1024008480 0.0646444426
#> 60 kiwifruit banana 0.0946385403 0.0816225538 0.0610000317
#> 61 lemon banana 0.1340038606 0.1306800188 0.0487136663
#> 62 lime banana 0.2208557785 0.1930523006 0.0171950080
#> 63 litchi banana 0.2912331831 0.0275701602 0.0163747357
#> 64 mango banana 0.2022404267 0.0462949627 0.0269137086
#> 65 melon banana 0.0864450002 0.0626896105 0.0580126769
#> 66 orange banana 0.0147881642 0.0069464042 0.0015288165
#> 67 passion_fruit banana 0.1545003362 0.0712841793 0.0422261591
#> 68 peach banana 0.0813214239 0.0476578445 0.0410890920
#> 69 pear banana 0.0033340150 0.0042738603 0.0091095536
#> 70 pineapple banana 0.0557616968 0.1063538199 0.1065677751
#> 71 plum banana 0.0703129977 0.0088275768 0.0077939136
#> 72 raspberry banana 0.0190059241 0.0132293892 0.0091482188
#> 73 strawberry banana 0.0327636052 0.0327607052 0.0215307530
#> 74 tangerine banana 0.0705055635 0.0383462584 0.0023877290
#> 75 water_melon banana 0.0092007673 0.0084254471 0.0107939978
#> 80 blackberry currant 0.0502274025 0.0500022593 0.0389149021
#> 81 blueberry currant 0.1287289277 0.0786732777 0.0090084589
#> 82 cherry currant 0.1616628782 0.0164758571 0.0438968236
#> 83 grape currant 0.1499194025 0.0975652203 0.0894623777
#> 84 grapefruit currant 0.0131622822 0.0035252359 0.0034422918
#> 85 kiwifruit currant 0.0902582803 0.0902582026 0.0900754121
#> 86 lemon currant 0.0512745228 0.0475976058 0.0401120522
#> 87 lime currant 0.0233706014 0.0233370624 0.0013152483
#> 88 litchi currant 0.0583045521 0.0027321360 0.0013323560
#> 89 mango currant 0.0346119947 0.0294009509 0.0052273453
#> 90 melon currant 0.1388558607 0.0480657892 0.0410986853
#> 91 orange currant 0.0084924947 0.0073959172 0.0021501549
#> 92 passion_fruit currant 0.0768611308 0.0683091410 0.0682377642
#> 93 peach currant 0.1328683259 0.1236499732 0.0536370397
#> 94 pear currant 0.0542900783 0.0534915442 0.0446038482
#> 95 pineapple currant 0.1210543157 0.0215406693 0.0057361827
#> 96 plum currant 0.1196343279 0.0745078580 0.0263173850
#> 97 raspberry currant 0.0722692403 0.0711190425 0.0658724616
#> 98 strawberry currant 0.1826471459 0.1050775552 0.1041838161
#> 99 tangerine currant 0.0032801459 0.0018235003 0.0016200373
#> 100 water_melon currant 0.1494334270 0.0212950301 0.0341925798
#> 106 blueberry blackberry 0.1425926938 0.1198579992 0.0319868888
#> 107 cherry blackberry 0.1846025864 0.0029153831 0.0834226480
#> 108 grape blackberry 0.1566974945 0.0904380138 0.0881675515
#> 109 grapefruit blackberry 0.0185667479 0.0087531920 0.0062425888
#> 110 kiwifruit blackberry 0.0970363723 0.0969911261 0.0925690637
#> 111 lemon blackberry 0.0010471203 0.0024633279 0.0049577139
#> 112 lime blackberry 0.0268568011 0.0268576408 0.0433965702
#> 113 litchi blackberry 0.0650826441 0.0016304175 0.0038078583
#> 114 mango blackberry 0.0413900867 0.0350098427 0.0157181544
#> 115 melon blackberry 0.1456339528 0.0417186480 0.0235214622
#> 116 orange blackberry 0.0152705868 0.0143936233 0.0009361898
#> 117 passion_fruit blackberry 0.0836392229 0.0729129995 0.0705637247
#> 118 peach blackberry 0.1396464180 0.1263748437 0.0178358171
#> 119 pear blackberry 0.0610681703 0.0604846474 0.0367793261
#> 120 pineapple blackberry 0.1278324077 0.0217966063 0.0050104300
#> 121 plum blackberry 0.1264124200 0.0656793526 0.0133150833
#> 122 raspberry blackberry 0.0220418378 0.0205056631 0.0193202051
#> 123 strawberry blackberry 0.0635398526 0.0013808365 0.0106468099
#> 124 tangerine blackberry 0.0100582379 0.0078413278 0.0070103500
#> 125 water_melon blackberry 0.1562115190 0.0018367241 0.0823861359
#> 132 cherry blueberry 0.1271508801 0.0667314715 0.0743952001
#> 133 grape blueberry 0.1638922529 0.0749047500 0.0277515215
#> 134 grapefruit blueberry 0.0873457554 0.0866216698 0.0734037705
#> 135 kiwifruit blueberry 0.1273538414 0.1203937378 0.1022813840
#> 136 lemon blueberry 0.1254579960 0.1252654078 0.0807582478
#> 137 lime blueberry 0.0975540745 0.0939381975 0.0239826308
#> 138 litchi blueberry 0.0722774025 0.0120965610 0.0171258743
#> 139 mango blueberry 0.0485848452 0.0320055949 0.0255240022
#> 140 melon blueberry 0.0907102741 0.0450716630 0.0407286918
#> 141 orange blueberry 0.0421539899 0.0401296328 0.0355770832
#> 142 passion_fruit blueberry 0.0181067085 0.0066244862 0.0188959426
#> 143 peach blueberry 0.1352153022 0.1030979994 0.0920402991
#> 144 pear blueberry 0.0497439477 0.0464304175 0.0428117339
#> 145 pineapple blueberry 0.0211347275 0.0845822197 0.0849161857
#> 146 plum blueberry 0.1111962560 0.0279512489 0.0252093743
#> 147 raspberry blueberry 0.1222102892 0.1080164379 0.0322289736
#> 148 strawberry blueberry 0.0972346594 0.0886234114 0.0189774446
#> 149 tangerine blueberry 0.0172529963 0.0049974611 0.0155522376
#> 150 water_melon blueberry 0.1135172775 0.0470372950 0.0394305372
#> 158 grape cherry 0.2034080395 0.1819563757 0.0216705651
#> 159 grapefruit cherry 0.1914219815 0.0392690809 0.0029767167
#> 160 kiwifruit cherry 0.2314300675 0.0957104915 0.0427964444
#> 161 lemon cherry 0.2295342221 0.0914128522 0.0070527005
#> 162 lime cherry 0.2016303006 0.1213014649 0.0031759239
#> 163 litchi cherry 0.0548734776 0.0548761653 0.0840397080
#> 164 mango cherry 0.0785660350 0.1050981332 0.1054867477
#> 165 melon cherry 0.4170087224 0.0319605478 0.0159188158
#> 166 orange cherry 0.1462302160 0.0126209943 0.0117021164
#> 167 passion_fruit cherry 0.1189528314 0.0823886704 0.0371119584
#> 168 peach cherry 0.0726248617 0.0268893826 0.0270746275
#> 169 pear cherry 0.1538201738 0.0035825380 0.0267583808
#> 170 pineapple cherry 0.3051637208 0.0123794817 0.0144561003
#> 171 plum cherry 0.0486058154 0.0112353493 0.0155654633
#> 172 raspberry cherry 0.2078931939 0.0025180762 0.0785077694
#> 173 strawberry cherry 0.1812468345 0.0625514695 0.1055026953
#> 174 tangerine cherry 0.1080508342 0.0287779733 0.0311242144
#> 175 water_melon cherry 0.4299062189 0.0405236865 0.0407749698
#> 184 grapefruit grape 0.1776506941 0.0389963195 0.0292206691
#> 185 kiwifruit grape 0.1469517094 0.0082199132 0.0098665282
#> 186 lemon grape 0.2561669751 0.1299319274 0.1298461535
#> 187 lime grape 0.1878590133 0.1286605997 0.1161421041
#> 188 litchi grape 0.0428479090 0.0323309533 0.0108948220
#> 189 mango grape 0.0894420095 0.0788520328 0.0141223634
#> 190 melon grape 0.3721746529 0.0165680287 0.0403708538
#> 191 orange grape 0.2758932721 0.1502588494 0.1135193000
#> 192 passion_fruit grape 0.1981108370 0.1817451705 0.1677844751
#> 193 peach grape 0.3988692584 0.3021089636 0.1117148453
#> 194 pear grape 0.2208569673 0.0555072487 0.0081946104
#> 195 pineapple grape 0.4126045546 0.1000071709 0.0617766611
#> 196 plum grape 0.3045274988 0.2969118822 0.1189354807
#> 197 raspberry grape 0.1698870919 0.0921123859 0.0886479777
#> 198 strawberry grape 0.1836447730 0.0639164533 0.0540593268
#> 199 tangerine grape 0.1346835872 0.0740454082 0.0651176166
#> 200 water_melon grape 0.3615970866 0.0682179928 0.0015414264
#> 210 kiwifruit grapefruit 0.0711030251 0.0441897349 0.0441808613
#> 211 lemon grapefruit 0.0720068070 0.0574729403 0.0112342765
#> 212 lime grapefruit 0.1768749858 0.1277915443 0.0334733482
#> 213 litchi grapefruit 0.2965158962 0.0276659703 0.0262255156
#> 214 mango grapefruit 0.0571667732 0.0095175572 0.0806111285
#> 215 melon grapefruit 0.0033645187 0.0448281429 0.0520934779
#> 216 orange grapefruit 0.0451917655 0.0237047061 0.0115933960
#> 217 passion_fruit grapefruit 0.3872946972 0.2206505970 0.2206499567
#> 218 peach grapefruit 0.1187971198 0.0602496655 0.0060147092
#> 219 pear grapefruit 0.0376018076 0.0217725252 0.0101165707
#> 220 pineapple grapefruit 0.2931040437 0.1118771239 0.0795045717
#> 221 plum grapefruit 0.1428161660 0.0473697432 0.0143895225
#> 222 raspberry grapefruit 0.0317563453 0.0232212604 0.0213712782
#> 223 strawberry grapefruit 0.0455140263 0.0455111169 0.0454878345
#> 224 tangerine grapefruit 0.0833711473 0.0010010376 0.0006271003
#> 225 water_melon grapefruit 0.0079897040 0.0348185587 0.0753277173
#> 236 lemon kiwifruit 0.1092152657 0.0957822071 0.0657676637
#> 237 lime kiwifruit 0.1646446776 0.1645673882 0.1026883259
#> 238 litchi kiwifruit 0.2458240496 0.1371476849 0.1358194774
#> 239 mango kiwifruit 0.0736466437 0.0639642335 0.0092587302
#> 240 melon kiwifruit 0.1862509044 0.0049093272 0.0021948199
#> 241 orange kiwifruit 0.1323756286 0.1261557728 0.1084963855
#> 242 passion_fruit kiwifruit 0.1850876990 0.1622803795 0.1622669962
#> 243 peach kiwifruit 0.1725414695 0.1362741422 0.0092101013
#> 244 pear kiwifruit 0.0776098936 0.0618923103 0.0179709910
#> 245 pineapple kiwifruit 0.2853414899 0.1035086810 0.0828889510
#> 246 plum kiwifruit 0.1828242521 0.1068380682 0.0496642265
#> 247 raspberry kiwifruit 0.1102259697 0.1098479850 0.1064294583
#> 248 strawberry kiwifruit 0.1239836508 0.1083939369 0.1083815700
#> 249 tangerine kiwifruit 0.1074663101 0.1013098765 0.0985915281
#> 250 water_melon kiwifruit 0.1595117220 0.0448971383 0.0023158473
#> 262 lime lemon 0.0554294119 0.0440033211 0.0174707022
#> 263 litchi lemon 0.2851893699 0.0839240827 0.0631119153
#> 264 mango lemon 0.1130119641 0.0771103121 0.0491707097
#> 265 melon lemon 0.1584850956 0.0807337454 0.0385406786
#> 266 orange lemon 0.0833040061 0.0759364321 0.0221946807
#> 267 passion_fruit lemon 0.3355641305 0.2406276248 0.2182694085
#> 268 peach lemon 0.1569093604 0.1128743083 0.0353315784
#> 269 pear lemon 0.0757140482 0.0708962607 0.0042115984
#> 270 pineapple lemon 0.3247068103 0.1364359942 0.0658292112
#> 271 plum lemon 0.1809284067 0.0999191547 0.0109778229
#> 272 raspberry lemon 0.0032477068 0.0006499275 0.0030460928
#> 273 strawberry lemon 0.0282233365 0.0261011387 0.0153774821
#> 274 tangerine lemon 0.1214833879 0.0446382132 0.0229531023
#> 275 water_melon lemon 0.1376982942 0.0877297884 0.0037470198
#> 288 litchi lime 0.2483039141 0.0217930487 0.0468610036
#> 289 mango lime 0.1756214577 0.1508903151 0.0913165327
#> 290 melon lime 0.1735104671 0.0896162194 0.0202748993
#> 291 orange lime 0.1387334180 0.1369989612 0.0171901107
#> 292 passion_fruit lime 0.2665158530 0.2004120061 0.1061164965
#> 293 peach lime 0.2123387723 0.2014167640 0.0149157567
#> 294 pear lime 0.1311434601 0.1305420922 0.0272277478
#> 295 pineapple lime 0.4115587282 0.0987718372 0.0171440540
#> 296 plum lime 0.1530244852 0.1181001709 0.0115767364
#> 297 raspberry lime 0.0246562147 0.0247211904 0.0442083322
#> 298 strawberry lime 0.0003194151 0.0078614002 0.0372874012
#> 299 tangerine lime 0.0935794665 0.0867387481 0.0164402005
#> 300 water_melon lime 0.1688852818 0.1079670551 0.0100307363
#> 314 mango litchi 0.0465941004 0.0425935670 0.1077304908
#> 315 melon litchi 0.2805598024 0.0091424317 0.0084356276
#> 316 orange litchi 0.2164787240 0.0624470945 0.0617668873
#> 317 passion_fruit litchi 0.2970999869 0.1907680478 0.1877670736
#> 318 peach litchi 0.1405877413 0.0873849630 0.0496809370
#> 319 pear litchi 0.1949235647 0.0725905586 0.0711589856
#> 320 pineapple litchi 0.5135128627 0.0637928780 0.0723343382
#> 321 plum litchi 0.0462459817 0.0293441938 0.0087295223
#> 322 raspberry litchi 0.0782722415 0.0080886709 0.0035309912
#> 323 strawberry litchi 0.0920299226 0.0129486694 0.0135573477
#> 324 tangerine litchi 0.1383577395 0.0220291761 0.0165950275
#> 325 water_melon litchi 0.2699822362 0.0477992554 0.0324275118
#> 340 melon mango 0.0412106794 0.0657895239 0.0865077974
#> 341 orange mango 0.0261195000 0.0056275802 0.0305854672
#> 342 passion_fruit mango 0.1900740962 0.1899212168 0.0957518626
#> 343 peach mango 0.0497714827 0.0499996401 0.0501674011
#> 344 pear mango 0.0227461588 0.0077762284 0.0188106524
#> 345 pineapple mango 0.2580021235 0.0558671409 0.0621341082
#> 346 plum mango 0.0607799090 0.0648937934 0.0680529849
#> 347 raspberry mango 0.0545796842 0.0466460735 0.0027453467
#> 348 strawberry mango 0.0683373652 0.0437523447 0.0131284688
#> 349 tangerine mango 0.0495136670 0.0449576967 0.0408009408
#> 350 water_melon mango 0.0037103212 0.0893564581 0.0904279946
#> 366 orange melon 0.2075154219 0.0900011804 0.0898954652
#> 367 passion_fruit melon 0.3713386034 0.2037118201 0.1990172341
#> 368 peach melon 0.3298710510 0.0377726845 0.0085874499
#> 369 pear melon 0.1664443186 0.0007544235 0.0007145660
#> 370 pineapple melon 0.0549257276 0.0347226196 0.0260552069
#> 371 plum melon 0.3684029070 0.0346912098 0.0232303063
#> 372 raspberry melon 0.1588235502 0.0533585067 0.0365142488
#> 373 strawberry melon 0.0614701201 0.0243536751 0.0185412522
#> 374 tangerine melon 0.1826061033 0.0270876441 0.0162623537
#> 375 water_melon melon 0.0046251853 0.0046922425 0.0507853782
#> 392 passion_fruit orange 0.2001868179 0.1478148749 0.1390260345
#> 393 peach orange 0.1089575021 0.0715811087 0.0133868438
#> 394 pear orange 0.0792787290 0.0789659721 0.0780444327
#> 395 pineapple orange 0.2236729320 0.0366574875 0.0277580578
#> 396 plum orange 0.0976244006 0.0222391098 0.0014300479
#> 397 raspberry orange 0.0284601842 0.0280716885 0.0139766380
#> 398 strawberry orange 0.0422178652 0.0356935385 0.0323076676
#> 399 tangerine orange 0.0781209845 0.0400577149 0.0076529300
#> 400 water_melon orange 0.0777459364 0.0030403701 0.0193293975
#> 418 peach passion_fruit 0.2263160372 0.2253011779 0.1495314151
#> 419 pear passion_fruit 0.2048942848 0.1720904684 0.1621585973
#> 420 pineapple passion_fruit 0.3700492732 0.0052956504 0.0253514552
#> 421 plum passion_fruit 0.1400550857 0.1347416264 0.0937330859
#> 422 raspberry passion_fruit 0.0887480122 0.0754017176 0.0736992375
#> 423 strawberry passion_fruit 0.0621016528 0.0253873805 0.0253619862
#> 424 tangerine passion_fruit 0.1887325001 0.1701867806 0.1678855457
#> 425 water_melon passion_fruit 0.2456095220 0.1192071653 0.0881428395
#> 444 pear peach 0.1123308433 0.0538243938 0.0113213139
#> 445 pineapple peach 0.2659637675 0.0478806800 0.0438545332
#> 446 plum peach 0.0482614705 0.0085348753 0.0008147577
#> 447 raspberry peach 0.1285935911 0.1104562209 0.0017350935
#> 448 strawberry peach 0.1181088479 0.0662003872 0.0082466993
#> 449 tangerine peach 0.1688966685 0.1645280209 0.0479623498
#> 450 water_melon peach 0.2021217676 0.0019419155 0.0010125348
#> 470 pineapple pear 0.1940369646 0.0328245368 0.0269012183
#> 471 plum pear 0.1052143584 0.0075938212 0.0125678879
#> 472 raspberry pear 0.0500153435 0.0498528276 0.0272612427
#> 473 strawberry pear 0.0637730246 0.0541107915 0.0478960196
#> 474 tangerine pear 0.0565658252 0.0419158097 0.0130401894
#> 475 water_melon pear 0.1235435200 0.0233696848 0.0021865076
#> 496 plum pineapple 0.2808003296 0.0229906606 0.0226081209
#> 497 raspberry pineapple 0.1167795809 0.0115141420 0.0140756941
#> 498 strawberry pineapple 0.0048162734 0.0601871544 0.0746508002
#> 499 tangerine pineapple 0.2779209674 0.0150749859 0.0139192041
#> 500 water_melon pineapple 0.0041366871 0.0198892254 0.0217218905
#> 522 raspberry plum 0.1153595931 0.0413685884 0.0347919512
#> 523 strawberry plum 0.1291172742 0.0122414327 0.0226431675
#> 524 tangerine plum 0.0745549089 0.0451737424 0.0164526336
#> 525 water_melon plum 0.2722211030 0.0350499062 0.0354583298
#> 548 strawberry raspberry 0.0249756298 0.0181488565 0.0267160315
#> 549 tangerine raspberry 0.0232478353 0.0197593321 0.0193459093
#> 550 water_melon raspberry 0.2057647528 0.0442244406 0.0387933564
#> 574 tangerine strawberry 0.0370055164 0.0152975875 0.0144500881
#> 575 water_melon strawberry 0.1084113227 0.0494145856 0.0172473566
#> 600 water_melon tangerine 0.1558669209 0.0471430131 0.0004666108
#> pcoa_4d pcoa_5d pcoa_6d pcoa_7d pcoa_8d
#> 2 0.0528852420 0.0333988631 0.0339991097 0.0421872222 0.0530128968
#> 3 0.0072900396 0.0197260797 0.0202440801 0.0285611434 0.0330724861
#> 4 0.0772269489 0.0237868122 0.0219995315 0.0108357707 0.0108467623
#> 5 0.0635186776 0.0125484403 0.0125868642 0.0187303827 0.0197521546
#> 6 0.0199440721 0.0351629611 0.0524944227 0.0559045095 0.0570411048
#> 7 0.0281458699 0.0731641406 0.0783982461 0.0800797013 0.0806243911
#> 8 0.0457945661 0.0416295350 0.0484971172 0.0508539651 0.0513522627
#> 9 0.0156670849 0.0373972686 0.0427345586 0.0562298325 0.0569609754
#> 10 0.0017553655 0.0017506389 0.0069481718 0.0103475530 0.0267954936
#> 11 0.0083407947 0.0454018507 0.0513779010 0.0514114852 0.0516278013
#> 12 0.0506307980 0.0293530414 0.0295385242 0.0298783547 0.0336665740
#> 13 0.0909142259 0.0034354962 0.0186229480 0.0193365308 0.0193481370
#> 14 0.0179677430 0.0373474919 0.0429085187 0.0452516629 0.0498183062
#> 15 0.0381959608 0.0241986355 0.0715810607 0.0715960261 0.0734237918
#> 16 0.0779045654 0.0122554013 0.0047473389 0.0223458167 0.0225959398
#> 17 0.0342945375 0.0342953875 0.0352693917 0.0383269678 0.0495093071
#> 18 0.0035489276 0.0653982569 0.0678630003 0.0708725951 0.0711992901
#> 19 0.0034553576 0.0333230276 0.0432566380 0.0445190412 0.0493499262
#> 20 0.0108899739 0.0448487287 0.0522024909 0.0524028442 0.0532592880
#> 21 0.0309322278 0.0347371715 0.0351037985 0.0359590227 0.0393104590
#> 22 0.0505415553 0.0177486307 0.0177823051 0.0179594778 0.0187928866
#> 23 0.0355896728 0.0239622226 0.0261640935 0.0303233066 0.0326773201
#> 24 0.0275826903 0.0134767349 0.0190861287 0.0307247672 0.0312625144
#> 25 0.0371159138 0.0176539919 0.0204510351 0.0347866971 0.0395560055
#> 28 0.0077329903 0.0020990516 0.0034955847 0.0036797634 0.0217944008
#> 29 0.0015546801 0.0011710552 0.0036198210 0.0160033955 0.0251620784
#> 30 0.0341744537 0.0344592035 0.0354113439 0.0354291618 0.0402678424
#> 31 0.0319843570 0.0437132823 0.0654164211 0.0657377916 0.0686685199
#> 32 0.0469869234 0.0487700617 0.0664300893 0.0691707809 0.0931576272
#> 33 0.1377166522 0.0915612653 0.0081726135 0.0091080295 0.0138727363
#> 34 0.0071120459 0.0082376801 0.0154202998 0.0161559835 0.0203086324
#> 35 0.0299822755 0.0429829372 0.0507459073 0.0525913916 0.0526155478
#> 36 0.0005050269 0.0015667955 0.0039279806 0.0107799101 0.0213369999
#> 37 0.0289220112 0.0318920444 0.0319225550 0.0345753813 0.0350440886
#> 38 0.0209021675 0.0285272105 0.0608455748 0.0626952680 0.0690451296
#> 39 0.0796916045 0.0801801264 0.0888254092 0.0892566850 0.0894282379
#> 40 0.0049695465 0.0047243118 0.0408596167 0.0455206549 0.0475829584
#> 41 0.0168115778 0.0249382267 0.0269362847 0.0290669650 0.0376148564
#> 42 0.0124184745 0.0321312713 0.0321967185 0.0326895430 0.0327990199
#> 43 0.0115392987 0.0209398961 0.0217281882 0.0574567505 0.0702756952
#> 44 0.0102186893 0.0222489718 0.0305542383 0.0356185873 0.0591169970
#> 45 0.0060044575 0.0063003090 0.0147129587 0.0169191983 0.0188221997
#> 46 0.0174340360 0.0274630074 0.0276582284 0.0445927639 0.0538695247
#> 47 0.0185640763 0.0186459541 0.0189806914 0.0248204455 0.0425461408
#> 48 0.0306477419 0.0306515791 0.0353049349 0.0554094056 0.0572367130
#> 49 0.0198368169 0.0284593657 0.0362270388 0.0362886362 0.0427254147
#> 50 0.0669526850 0.0675065130 0.0723028194 0.0734498571 0.0740807788
#> 54 0.0016975985 0.0039877798 0.0041579581 0.0082024968 0.0112345104
#> 55 0.0029721605 0.0135509190 0.0137364947 0.0139732229 0.0200387142
#> 56 0.0047143213 0.0046853450 0.0019546314 0.0026416738 0.0087200462
#> 57 0.0457534418 0.0506139349 0.0520388937 0.0538034362 0.0551459167
#> 58 0.0197376766 0.0171772960 0.0262607057 0.0277179365 0.0332937948
#> 59 0.0130654136 0.0216990493 0.0238952483 0.0240640578 0.0349131135
#> 60 0.0075311177 0.0042328486 0.0054120166 0.0081404697 0.0289788972
#> 61 0.0034603457 0.0040116245 0.0128487945 0.0227078962 0.0258502187
#> 62 0.0149195857 0.0193317261 0.0208204180 0.0264085495 0.0447823908
#> 63 0.0158317942 0.0258774139 0.0453920861 0.0488398878 0.0535356433
#> 64 0.0175163094 0.0469194705 0.0519096760 0.0540318701 0.0815408262
#> 65 0.0118843763 0.0036207394 0.0220994821 0.0282879112 0.0375695258
#> 66 0.0154238798 0.0175471122 0.0258850979 0.0265402365 0.0345039902
#> 67 0.0033705550 0.0115197749 0.0147665496 0.0166574363 0.0488097254
#> 68 0.0087801702 0.0057359402 0.0026543013 0.0123568406 0.0179223822
#> 69 0.0365059324 0.0370484673 0.0379315936 0.0434595598 0.0444263454
#> 70 0.1277246690 0.1391477584 0.1462148572 0.1535256143 0.1661467438
#> 71 0.0002050878 0.0050031313 0.0061347194 0.0098242517 0.0198951254
#> 72 0.0107603745 0.0183730798 0.0188919895 0.0231476415 0.0243508819
#> 73 0.0210884457 0.0131582383 0.0128539729 0.0017546657 0.0097799562
#> 74 0.0036976533 0.0051688202 0.0066053980 0.0067029777 0.0159155696
#> 75 0.0294010125 0.0354938837 0.0359506974 0.0361817928 0.0488230095
#> 80 0.0372857996 0.0318083668 0.0258268946 0.0150967487 0.0173807569
#> 81 0.0509156727 0.0663112189 0.0802423538 0.1023717047 0.1037914359
#> 82 0.0450868738 0.0452215191 0.0462365559 0.0660600827 0.0667727236
#> 83 0.0769367830 0.0497934514 0.0024274126 0.0176652914 0.0179631830
#> 84 0.0224557785 0.0226706842 0.0231481372 0.0271848826 0.0275397470
#> 85 0.0497728941 0.0026896449 0.0023286117 0.0161207144 0.0224408147
#> 86 0.0201132026 0.0199166375 0.0096437987 0.0177535967 0.0179717422
#> 87 0.0013283676 0.0056787930 0.0078242754 0.0250930190 0.0278098422
#> 88 0.0019380086 0.0092751146 0.0197480841 0.0328291695 0.0328294098
#> 89 0.0120143890 0.0129662377 0.0139595315 0.0221403002 0.0249630821
#> 90 0.0067303866 0.0067287940 0.0189689848 0.0462970697 0.0475678596
#> 91 0.0008972994 0.0043298644 0.0141088837 0.0177307189 0.0177977928
#> 92 0.0306600172 0.0011185949 0.0045228588 0.0150915564 0.0216737050
#> 93 0.0311097019 0.0294977247 0.0231322479 0.0238205834 0.0239212708
#> 94 0.0292145606 0.0120112019 0.0118388676 0.0151469004 0.0169409819
#> 95 0.0117396763 0.0117541792 0.0136833598 0.0284228795 0.0289409387
#> 96 0.0227550292 0.0222697781 0.0183841943 0.0096385522 0.0117891294
#> 97 0.0658676118 0.0654519349 0.0564416947 0.0224603967 0.0243523185
#> 98 0.0841530730 0.0834010497 0.0833114742 0.0384366527 0.0415111874
#> 99 0.0011770271 0.0027641861 0.0030460870 0.0111347234 0.0113466435
#> 100 0.0485879409 0.0486328477 0.0487109327 0.0535726310 0.0578459627
#> 106 0.0259018033 0.0486679525 0.0700657917 0.0703645325 0.0703832640
#> 107 0.0860745990 0.0880228350 0.0924673499 0.0936352073 0.0965762745
#> 108 0.0778941383 0.0336622093 0.0392784105 0.0399517748 0.0400210056
#> 109 0.0176799055 0.0197277931 0.0227858526 0.0236333385 0.0236597704
#> 110 0.0531125407 0.0165990056 0.0196270334 0.0209647727 0.0241842799
#> 111 0.0232965771 0.0255040840 0.0310906593 0.0372229283 0.0390595244
#> 112 0.0437603586 0.0454969571 0.0458351490 0.0481883271 0.0492326297
#> 113 0.0091749011 0.0130962656 0.0310699343 0.0322770388 0.0327307538
#> 114 0.0208848022 0.0209429014 0.0243786025 0.0246006299 0.0257931131
#> 115 0.0074411263 0.0084630389 0.0487951011 0.0535883509 0.0537075742
#> 116 0.0025888558 0.0118767398 0.0165385043 0.0185743484 0.0189623582
#> 117 0.0227290686 0.0221471368 0.0230703767 0.0233897467 0.0271425882
#> 118 0.0004184159 0.0059568204 0.0080033709 0.0222728633 0.0225593446
#> 119 0.0239824088 0.0066613758 0.0093585266 0.0129685241 0.0185794215
#> 120 0.0272442579 0.0280645947 0.0332153187 0.0352028278 0.0352097158
#> 121 0.0150202368 0.0184401469 0.0190193781 0.0222444255 0.0225942404
#> 122 0.0157009220 0.0096729502 0.0083502281 0.0206902689 0.0371671123
#> 123 0.0372316357 0.0379881517 0.0423450316 0.0861355966 0.0867548153
#> 124 0.0069869904 0.0030952464 0.0059726918 0.0060944747 0.0062451361
#> 125 0.0927878080 0.0944466783 0.0965352349 0.0981481915 0.0995300531
#> 132 0.0919068375 0.0983529004 0.1018525667 0.1021826341 0.1053306331
#> 133 0.0329938991 0.0364362887 0.0517631644 0.0518679289 0.0519842208
#> 134 0.0115519269 0.0153081702 0.0181508078 0.0195614259 0.0196181494
#> 135 0.0119296989 0.0238507325 0.0278894313 0.0282335079 0.0303788407
#> 136 0.0071017172 0.0030079573 0.0239385187 0.0266318922 0.0280948263
#> 137 0.0080379866 0.0095290984 0.0220873783 0.0229804864 0.0235925779
#> 138 0.0221134219 0.0449186494 0.0457864887 0.0462228014 0.0467314778
#> 139 0.0147733238 0.0239526360 0.0251110358 0.0251219480 0.0260144581
#> 140 0.0790208662 0.0864868180 0.0909458405 0.0935016884 0.0935467625
#> 141 0.0085070647 0.0095068859 0.0397846223 0.0425051083 0.0429146718
#> 142 0.0212867704 0.0313509943 0.0492115946 0.0492352785 0.0523945059
#> 143 0.0055440875 0.0080976043 0.0330383215 0.0415936080 0.0419397693
#> 144 0.0372356407 0.0380952513 0.0437818733 0.0452274254 0.0500298211
#> 145 0.0849657882 0.0896424496 0.0902957017 0.0914107196 0.0914108074
#> 146 0.0277311323 0.0331261024 0.0544584430 0.0556609241 0.0558203753
#> 147 0.0166985562 0.0327035671 0.0591892200 0.0621670412 0.0669852999
#> 148 0.0038344430 0.0318840292 0.0473928350 0.0756815182 0.0760096666
#> 149 0.0438830976 0.0444924323 0.0487474338 0.0492705451 0.0494638588
#> 150 0.0626885014 0.0709354036 0.0783574676 0.0813804817 0.0824332355
#> 158 0.0010455224 0.0252596679 0.0664940424 0.0665376298 0.0684705368
#> 159 0.0303717118 0.0303932240 0.0304170285 0.0334024665 0.0350187675
#> 160 0.0054450094 0.0426101993 0.0427210162 0.0427259601 0.0529851796
#> 161 0.0183566251 0.0183681027 0.0326609202 0.0341536247 0.0342225782
#> 162 0.0037256874 0.0090025759 0.0138124053 0.0140887517 0.0192904015
#> 163 0.0853703702 0.0977696812 0.1061967999 0.1062723431 0.1068886586
#> 164 0.1200375756 0.1219645369 0.1220671727 0.1221980399 0.1288728714
#> 165 0.0172651686 0.0173726589 0.0295362445 0.0304572018 0.0332927724
#> 166 0.0192924321 0.0214524680 0.0374790008 0.0428911038 0.0439983792
#> 167 0.0053726016 0.0276843908 0.0357217049 0.0358454069 0.0480233584
#> 168 0.0765678909 0.0776844168 0.0940726171 0.1030413202 0.1048126539
#> 169 0.0499704846 0.0627939599 0.0631308755 0.0635849034 0.0638218793
#> 170 0.0249318723 0.0249515970 0.0253489115 0.0256569315 0.0273596540
#> 171 0.0359172087 0.0361035554 0.0540666115 0.0547080077 0.0654630632
#> 172 0.0797559859 0.0802138388 0.0863858651 0.0872377510 0.0872468880
#> 173 0.1071865730 0.1078336612 0.1084216564 0.1181794317 0.1226573418
#> 174 0.0339897297 0.0366961869 0.0368652533 0.0387238319 0.0403515155
#> 175 0.0571122177 0.0571301412 0.0575111829 0.0614057315 0.0673318407
#> 184 0.0228532165 0.0014492265 0.0404685237 0.0436017731 0.0436104610
#> 185 0.0220878220 0.0275410345 0.0961261067 0.0962368139 0.1017464086
#> 186 0.1269116362 0.0998686785 0.0220875897 0.0245376330 0.0256248662
#> 187 0.1022521058 0.0431940242 0.0300931793 0.0307042775 0.0323410840
#> 188 0.0252528557 0.0961178296 0.1054686386 0.1057023030 0.1059845231
#> 189 0.0141620864 0.0440514606 0.0692782578 0.0693132838 0.0713494781
#> 190 0.0455629456 0.0672134373 0.0710921931 0.0726422239 0.0729614251
#> 191 0.1099613357 0.0960652392 0.0254827027 0.0300288777 0.0301241706
#> 192 0.0349364036 0.0320768337 0.0511209238 0.0511492962 0.0565165158
#> 193 0.1097885594 0.0922325808 0.0070957846 0.0142331359 0.0142897877
#> 194 0.0080865504 0.0061073865 0.0587621870 0.0596978840 0.0640161937
#> 195 0.0160185957 0.0027010801 0.0140283543 0.0145498740 0.0146288170
#> 196 0.1148872257 0.0870993535 0.0095352150 0.0100979408 0.0107445075
#> 197 0.0739417070 0.0384394885 0.0427361263 0.0439079871 0.0460561972
#> 198 0.0224369369 0.0048629694 0.0476679857 0.0572802827 0.0578084853
#> 199 0.0525671659 0.0374696013 0.0289746382 0.0307754823 0.0307892689
#> 200 0.0015811278 0.0190971370 0.0550143234 0.0579172886 0.0592379671
#> 210 0.0441218884 0.0254031884 0.0254498941 0.0323238042 0.0379196733
#> 211 0.0081056779 0.0080972851 0.0427739899 0.0694660133 0.0723760074
#> 212 0.0233904348 0.0364251178 0.0453004678 0.0551202803 0.0574042885
#> 213 0.0357088259 0.0495147803 0.0590834341 0.0637908376 0.0641587474
#> 214 0.0858336578 0.0895949709 0.0899500139 0.0927822674 0.0956128904
#> 215 0.0520956772 0.0525738307 0.0796864596 0.0932674489 0.0936236862
#> 216 0.0299052651 0.0338300204 0.0653516764 0.0655998588 0.0659279481
#> 217 0.0098154635 0.0248637399 0.0327349981 0.0350921673 0.0402333000
#> 218 0.0076053265 0.0081891821 0.0202739648 0.0437661137 0.0438937258
#> 219 0.0009932691 0.0198215267 0.0200937750 0.0328150472 0.0393770973
#> 220 0.0535957122 0.0537166039 0.0547040744 0.0617414502 0.0618117739
#> 221 0.0015340210 0.0015430173 0.0077935014 0.0141030821 0.0145639135
#> 222 0.0089201189 0.0095430121 0.0140304266 0.0217956363 0.0240680456
#> 223 0.0085236510 0.0093206370 0.0096159605 0.0312107849 0.0316019582
#> 224 0.0566621687 0.0609706325 0.0610770120 0.0618732090 0.0619485102
#> 225 0.0799462276 0.0800505273 0.0803161146 0.0803570775 0.0819649976
#> 236 0.0626534787 0.0157540250 0.0417222512 0.0444835542 0.0586148899
#> 237 0.0555879871 0.0344692595 0.0396377350 0.0399449461 0.0403080676
#> 238 0.0696925823 0.0163461624 0.0255729585 0.0256102455 0.0306433421
#> 239 0.0043058042 0.0510494142 0.0514921680 0.0517021588 0.0517852912
#> 240 0.0022199478 0.0655145202 0.0900197615 0.0913593948 0.0936314166
#> 241 0.0509939498 0.0031910302 0.0286360028 0.0390053078 0.0479421805
#> 242 0.0499027844 0.0499075606 0.0573838805 0.0575902744 0.0578310231
#> 243 0.0060666672 0.0421673933 0.0554255360 0.0639983069 0.0708927161
#> 244 0.0071977713 0.0367192694 0.0368671650 0.0379553723 0.0789905063
#> 245 0.0190567357 0.0493124320 0.0503260729 0.0506458935 0.0525071136
#> 246 0.0225927134 0.0276316313 0.0344964190 0.0347464888 0.0365935753
#> 247 0.0560160275 0.0045866931 0.0092375765 0.0099815750 0.0234892210
#> 248 0.0317145872 0.0178739835 0.0180481623 0.0270814451 0.0283751558
#> 249 0.0246360838 0.0183289426 0.0183361388 0.0220887440 0.0298239424
#> 250 0.0085343606 0.0540186217 0.0541387581 0.0595182614 0.0599442890
#> 262 0.0374446302 0.0538846037 0.0592106603 0.0603196765 0.0712189807
#> 263 0.0137446333 0.0002378642 0.0494524773 0.0505158241 0.0507551255
#> 264 0.0505624333 0.0535596725 0.0744153085 0.0775027048 0.0843774782
#> 265 0.0372416304 0.0368820667 0.0498812630 0.0499637875 0.0530251398
#> 266 0.0437702701 0.0478207551 0.0480618501 0.0776150769 0.0787497836
#> 267 0.0278951472 0.0094724169 0.0109062992 0.0140250552 0.0261051275
#> 268 0.0353860212 0.0360132016 0.0371148909 0.0385635888 0.0393565929
#> 269 0.0069823040 0.0282669252 0.0530437555 0.0539918810 0.0549785749
#> 270 0.0273174279 0.0273984409 0.0494129591 0.0497676072 0.0514533038
#> 271 0.0014878236 0.0014667850 0.0013905628 0.0022093553 0.0057572097
#> 272 0.0272438087 0.0278791435 0.0321423637 0.0324483092 0.0326169800
#> 273 0.0304053031 0.0311921034 0.0422658341 0.0450367993 0.0480845491
#> 274 0.0236476721 0.0293599940 0.0630965462 0.0780172973 0.0797968034
#> 275 0.0051238435 0.0051943865 0.0177426067 0.0297450018 0.0350600826
#> 288 0.0520831908 0.0530876842 0.0899049824 0.0900315879 0.0940012766
#> 289 0.1034474266 0.1046213194 0.1130578383 0.1140884265 0.1141682799
#> 290 0.0102332483 0.0152700845 0.0538815344 0.0540835764 0.0545700613
#> 291 0.0122904137 0.0126307792 0.0150985534 0.0268200604 0.0304796373
#> 292 0.0297991527 0.0684918128 0.0687258012 0.0698419750 0.0711501019
#> 293 0.0030720014 0.0140762956 0.0144877312 0.0174727617 0.0196495928
#> 294 0.0111362740 0.0321029093 0.0366908663 0.0366911511 0.0475220767
#> 295 0.0405645927 0.0460781344 0.0560888699 0.0560986435 0.0569277003
#> 296 0.0142502914 0.0219359301 0.0219364183 0.0219477118 0.0222496949
#> 297 0.0442321623 0.0481930606 0.0482676293 0.0483195174 0.0554080333
#> 298 0.0409653473 0.0437957194 0.0463962928 0.0512717032 0.0515189468
#> 299 0.0151124736 0.0217205434 0.0302764439 0.0369248253 0.0404968845
#> 300 0.0192131161 0.0240406849 0.0267393709 0.0323726592 0.0323733778
#> 314 0.1515661191 0.1568129381 0.1657341815 0.1663624411 0.1723246112
#> 315 0.0330950356 0.0401819316 0.0408647367 0.0413235094 0.0421914104
#> 316 0.0439508492 0.0151261002 0.0342950940 0.0407810670 0.0408324254
#> 317 0.1448195923 0.0107878510 0.0296617698 0.0301256171 0.0392893366
#> 318 0.0055186885 0.0135813607 0.0494814772 0.0536835613 0.0537600732
#> 319 0.0374836449 0.0099236071 0.0214704995 0.0215828067 0.0230548157
#> 320 0.0788157459 0.0867541190 0.0899439918 0.0900765113 0.0906212506
#> 321 0.0068971503 0.0225670256 0.0539053219 0.0539527499 0.0555681909
#> 322 0.0001980778 0.0069503053 0.0279078207 0.0281489195 0.0287470562
#> 323 0.0135669296 0.0187525237 0.0280381462 0.0332769837 0.0344037534
#> 324 0.0044720511 0.0334096406 0.0482840821 0.0515691524 0.0518069878
#> 325 0.0128247199 0.0053650431 0.0029881897 0.0066438370 0.0087492859
#> 340 0.0899562891 0.0911224471 0.1012399591 0.1030049283 0.1038304386
#> 341 0.0341246109 0.0448143573 0.0653947692 0.0692617896 0.0733274717
#> 342 0.0286864406 0.0851922922 0.0956564496 0.0956577525 0.0962193783
#> 343 0.0511226212 0.0572947177 0.0707183857 0.0789767246 0.0824076587
#> 344 0.0188120053 0.0437203643 0.0445498274 0.0456415039 0.0571582243
#> 345 0.1263737807 0.1280049549 0.1281748064 0.1292396538 0.1305590611
#> 346 0.0708943447 0.0740291258 0.0819890700 0.0827491774 0.0834321932
#> 347 0.0100205683 0.0106401949 0.0152543156 0.0163039032 0.0223800105
#> 348 0.0059492418 0.0063269476 0.0070813620 0.0144284600 0.0148535997
#> 349 0.0495187748 0.0613097679 0.0619814018 0.0629286579 0.0663088530
#> 350 0.0904279948 0.0918876758 0.0926352522 0.0947065185 0.0947770647
#> 366 0.0651166053 0.0599798771 0.0251973062 0.0388222197 0.0397519362
#> 367 0.0656215764 0.0342179615 0.0014784885 0.0030186449 0.0053691895
#> 368 0.0069259922 0.0050768668 0.0555359136 0.0575158925 0.0582483964
#> 369 0.0074233455 0.0320263189 0.0646676950 0.0649957689 0.0734619018
#> 370 0.1018963376 0.1019306604 0.1114303035 0.1115643618 0.1116149188
#> 371 0.0075160167 0.0071048472 0.0355953994 0.0359302259 0.0359560559
#> 372 0.0028049856 0.0028829278 0.0492638854 0.0493315725 0.0538468344
#> 373 0.0620019241 0.0622163237 0.0881255560 0.0925926658 0.0926317283
#> 374 0.0131962970 0.0179174232 0.0403749079 0.0470164239 0.0475480490
#> 375 0.0621037098 0.0622322385 0.1094699388 0.1290636583 0.1299857776
#> 392 0.0137162184 0.0150413218 0.0160120078 0.0207351657 0.0301020954
#> 393 0.0007435419 0.0013826002 0.0021566303 0.0419127351 0.0419195700
#> 394 0.0612532640 0.0445375642 0.0056612607 0.0179561669 0.0236110568
#> 395 0.0232051460 0.0257986350 0.0477850436 0.0564719378 0.0568884456
#> 396 0.0014269781 0.0007753127 0.0035181825 0.0159269314 0.0176674008
#> 397 0.0103845939 0.0047270536 0.0012603406 0.0117510808 0.0133898234
#> 398 0.0145113097 0.0090208435 0.0018016930 0.0323154086 0.0334972107
#> 399 0.0036811989 0.0035451340 0.0369216513 0.0395556443 0.0396734658
#> 400 0.0231105298 0.0262112507 0.0391758531 0.0392031887 0.0423824074
#> 418 0.0099257844 0.0153411107 0.0153894217 0.0227527188 0.0291104771
#> 419 0.0158005501 0.0076525609 0.0007511146 0.0003823916 0.0196486967
#> 420 0.0273395218 0.0614582718 0.0740356080 0.0750515166 0.0785923115
#> 421 0.0122070414 0.0217112786 0.0218948102 0.0226600776 0.0253732839
#> 422 0.0298906025 0.0092320302 0.0096986107 0.0109931613 0.0234980996
#> 423 0.0089720781 0.0283034969 0.0322928702 0.0416022596 0.0436441524
#> 424 0.0315455749 0.0011944828 0.0118895832 0.0132599729 0.0227043520
#> 425 0.0087400196 0.0184796109 0.0223777190 0.0245500246 0.0254071970
#> 444 0.0134398038 0.0284813433 0.0447007346 0.0516737345 0.0566152168
#> 445 0.0276997324 0.0284709685 0.0406786390 0.0428727658 0.0431321420
#> 446 0.0282003716 0.0293157193 0.0307516889 0.0427483407 0.0456852423
#> 447 0.0224113737 0.0251079118 0.0262917999 0.0295464171 0.0313229662
#> 448 0.0409331297 0.0437627160 0.0503186467 0.0507519118 0.0518311632
#> 449 0.0272580440 0.0263935995 0.0144972637 0.0053777769 0.0054039454
#> 450 0.0001756438 0.0014343851 0.0100578705 0.0360107864 0.0388306402
#> 470 0.0445103217 0.0554740975 0.0571090252 0.0571161807 0.0611761782
#> 471 0.0189248359 0.0367360847 0.0442011474 0.0442303093 0.0554308699
#> 472 0.0084579310 0.0156568307 0.0201006698 0.0201712641 0.0203695087
#> 473 0.0049307896 0.0158639237 0.0159174660 0.0230898647 0.0307370963
#> 474 0.0076624429 0.0152990563 0.0153514531 0.0245945182 0.0312609606
#> 475 0.0021845352 0.0154034607 0.0154247225 0.0260839471 0.0389926290
#> 496 0.0099463505 0.0100791279 0.0180436858 0.0180763858 0.0181833190
#> 497 0.0335473556 0.0336811087 0.0404175182 0.0404291993 0.0426503925
#> 498 0.0808657651 0.0811358959 0.0829363563 0.0870125172 0.0871384097
#> 499 0.0464940775 0.0493998914 0.0507631885 0.0545835986 0.0547739133
#> 500 0.0911715635 0.0911728541 0.0931281075 0.1002854734 0.1010668986
#> 522 0.0384527449 0.0395937863 0.0397333333 0.0399141809 0.0469233185
#> 523 0.0408043494 0.0421102990 0.0460645064 0.0538868223 0.0538874019
#> 524 0.0178014675 0.0204739057 0.0275167351 0.0323250929 0.0333647773
#> 525 0.0388706604 0.0390488196 0.0431271990 0.0507078602 0.0510362758
#> 548 0.0456590319 0.0457598784 0.0532620114 0.0682722358 0.0814233480
#> 549 0.0188518765 0.0124928599 0.0079589449 0.0019987706 0.0002014544
#> 550 0.0536034734 0.0539003815 0.0573274218 0.0687903578 0.0781087460
#> 574 0.0055225446 0.0003673425 0.0004986317 0.0201359528 0.0208882182
#> 575 0.0669549784 0.0675625842 0.0675741960 0.1048028304 0.1051619930
#> 600 0.0078122451 0.0108283024 0.0108997140 0.0115553601 0.0135157493
#> pcoa_9d pcoa_10d tree_average
#> 2 0.053053576 0.054054217 8.091011e-02
#> 3 0.036682285 0.037536087 8.903622e-02
#> 4 0.011039372 0.011046331 3.764924e-03
#> 5 0.023428945 0.023430222 4.374243e-02
#> 6 0.058537914 0.058828275 3.442120e-02
#> 7 0.083043516 0.083237066 3.267223e-02
#> 8 0.054264722 0.054327057 3.015781e-02
#> 9 0.057392916 0.057574335 6.046101e-02
#> 10 0.028096420 0.028410081 3.396603e-02
#> 11 0.051829673 0.052022130 5.365185e-02
#> 12 0.034511902 0.035661523 1.245955e-01
#> 13 0.019369034 0.019369215 2.636504e-02
#> 14 0.050409401 0.050531358 3.226313e-02
#> 15 0.073565942 0.073913549 8.214708e-02
#> 16 0.022793831 0.023244607 1.932518e-02
#> 17 0.050942834 0.050952672 1.528467e-01
#> 18 0.071199434 0.072290120 1.724429e-01
#> 19 0.049389715 0.059101410 0.000000e+00
#> 20 0.053260835 0.053301009 1.401818e-02
#> 21 0.039312429 0.047502556 1.099061e-01
#> 22 0.022194983 0.024927428 7.663176e-02
#> 23 0.033488412 0.033579516 3.072559e-02
#> 24 0.040257060 0.041504555 7.177487e-03
#> 25 0.045675834 0.046034289 6.290105e-02
#> 28 0.025002008 0.025006667 6.023881e-02
#> 29 0.025243178 0.026340931 6.975253e-02
#> 30 0.045490744 0.046415906 1.172599e-01
#> 31 0.069693271 0.069795079 1.781211e-02
#> 32 0.098251669 0.101199118 1.723115e-02
#> 33 0.017228790 0.017628827 2.972329e-02
#> 34 0.020886656 0.022418645 5.705887e-02
#> 35 0.053705784 0.053992008 5.181836e-02
#> 36 0.021386485 0.022952352 5.024971e-02
#> 37 0.036131991 0.036194022 1.213904e-01
#> 38 0.069045211 0.069718200 8.042053e-02
#> 39 0.090289582 0.090476885 7.389719e-02
#> 40 0.047612951 0.047693771 3.473951e-02
#> 41 0.037644794 0.040174835 7.727277e-02
#> 42 0.034269668 0.034767615 3.033936e-02
#> 43 0.070334875 0.076121032 6.714119e-03
#> 44 0.059229597 0.060296841 1.003573e-01
#> 45 0.018851227 0.019098323 1.653185e-01
#> 46 0.053960811 0.063245766 0.000000e+00
#> 47 0.046807305 0.047284250 1.077250e-01
#> 48 0.058350721 0.059711872 3.757637e-02
#> 49 0.048723284 0.048723999 5.323015e-02
#> 50 0.080347975 0.080439088 5.308517e-02
#> 54 0.014554275 0.015176319 1.887152e-01
#> 55 0.020052507 0.020575581 1.412078e-01
#> 56 0.014523260 0.014620490 1.990139e-01
#> 57 0.055264695 0.056479933 9.059457e-02
#> 58 0.033358590 0.033703732 7.076648e-02
#> 59 0.037165891 0.039343286 1.828202e-01
#> 60 0.030165393 0.030443701 4.169745e-02
#> 61 0.031407089 0.033199943 1.062960e-01
#> 62 0.045715755 0.045753704 1.184887e-01
#> 63 0.057495067 0.058316754 7.519333e-03
#> 64 0.083062410 0.083462635 1.526240e-01
#> 65 0.041651332 0.041764828 5.328442e-03
#> 66 0.040778765 0.043257568 1.812933e-01
#> 67 0.049486380 0.050265561 6.124315e-02
#> 68 0.021055795 0.023506381 7.051539e-03
#> 69 0.047858577 0.048498410 1.261547e-01
#> 70 0.170447933 0.171062617 0.000000e+00
#> 71 0.022863535 0.024262107 3.124281e-02
#> 72 0.024411766 0.024594817 1.083185e-01
#> 73 0.010467713 0.011389563 1.784671e-01
#> 74 0.037737958 0.037741626 1.571202e-01
#> 75 0.048924799 0.049028969 3.871589e-02
#> 80 0.032377088 0.032415359 6.701435e-02
#> 81 0.104745836 0.105336382 0.000000e+00
#> 82 0.070760368 0.070886219 6.235854e-02
#> 83 0.021840356 0.021933907 4.710630e-02
#> 84 0.028375966 0.028448587 9.892254e-02
#> 85 0.023810530 0.024011942 2.713322e-02
#> 86 0.017972741 0.018049880 9.211338e-02
#> 87 0.029208472 0.030259854 1.632540e-01
#> 88 0.032873980 0.032876766 1.313892e-01
#> 89 0.025872881 0.025994323 2.212459e-01
#> 90 0.047572613 0.047948337 8.720252e-02
#> 91 0.017810208 0.017974196 5.112882e-03
#> 92 0.023397945 0.023419623 8.197541e-02
#> 93 0.024091963 0.024560619 2.178024e-02
#> 94 0.017254181 0.020787761 1.568230e-02
#> 95 0.029072736 0.029128197 1.826837e-01
#> 96 0.011972434 0.018561220 4.075653e-02
#> 97 0.033806294 0.038945670 2.313601e-02
#> 98 0.044227411 0.044297652 3.085098e-02
#> 99 0.014923742 0.015823356 3.144488e-02
#> 100 0.066386095 0.066851004 1.285159e-02
#> 106 0.082473208 0.082804219 4.591924e-02
#> 107 0.096660658 0.096887877 9.370427e-02
#> 108 0.040045201 0.040086390 4.010489e-04
#> 109 0.024946234 0.025101607 5.004156e-02
#> 110 0.025289715 0.025417090 2.037413e-02
#> 111 0.043832294 0.044007854 1.239947e-02
#> 112 0.049783699 0.050798439 5.874120e-02
#> 113 0.035315392 0.035316997 8.388183e-02
#> 114 0.026316666 0.026390526 1.737385e-01
#> 115 0.058317927 0.058594414 3.969517e-02
#> 116 0.024054947 0.024358844 4.239447e-02
#> 117 0.027452538 0.027455382 3.446805e-02
#> 118 0.026061274 0.026776276 2.572711e-02
#> 119 0.022031103 0.025537459 6.318965e-02
#> 120 0.037097768 0.037120847 1.351764e-01
#> 121 0.026942518 0.033541386 8.826388e-02
#> 122 0.037284763 0.046758046 0.000000e+00
#> 123 0.088546004 0.088768862 8.363858e-03
#> 124 0.024843667 0.025612303 1.606247e-02
#> 125 0.099851981 0.100178482 6.035895e-02
#> 132 0.112674324 0.113583419 7.630223e-02
#> 133 0.058342033 0.058410612 8.164746e-02
#> 134 0.021834924 0.022407506 1.936743e-01
#> 135 0.033602065 0.033621983 8.479709e-02
#> 136 0.028549774 0.029127134 1.868652e-01
#> 137 0.026507451 0.026727797 2.580058e-01
#> 138 0.047373932 0.047550561 1.659303e-01
#> 139 0.028263910 0.028275681 2.557870e-01
#> 140 0.094185897 0.094186454 5.962524e-02
#> 141 0.043588673 0.044462755 5.934268e-02
#> 142 0.056303130 0.056438807 4.378929e-02
#> 143 0.043206122 0.044712018 4.469552e-02
#> 144 0.051688065 0.053046343 3.398769e-04
#> 145 0.092423930 0.092484967 6.106299e-02
#> 146 0.057214966 0.060321909 2.862630e-02
#> 147 0.077948166 0.079106321 4.737334e-02
#> 148 0.083877914 0.085091974 3.399321e-02
#> 149 0.050536865 0.050638341 6.598604e-02
#> 150 0.096084161 0.096084947 2.819944e-02
#> 158 0.068485714 0.068930444 1.251919e-02
#> 159 0.035636144 0.035637573 1.801094e-01
#> 160 0.053465741 0.054040178 7.123220e-02
#> 161 0.036917276 0.036918485 1.733003e-01
#> 162 0.019481635 0.021129803 2.444409e-01
#> 163 0.109342952 0.109491490 1.226630e-01
#> 164 0.129177780 0.129643205 3.280634e-02
#> 165 0.035755550 0.036443895 1.577901e-01
#> 166 0.047190335 0.047193369 4.577779e-02
#> 167 0.048127782 0.048344951 1.680706e-02
#> 168 0.107917547 0.108085607 4.527648e-02
#> 169 0.065890560 0.070788641 1.322501e-02
#> 170 0.028535944 0.028770395 2.259190e-01
#> 171 0.070666807 0.086048065 2.804533e-02
#> 172 0.087264006 0.091185411 9.225017e-02
#> 173 0.123034793 0.123051833 6.250561e-02
#> 174 0.054796155 0.056434274 3.914276e-02
#> 175 0.067841042 0.068608295 6.996539e-02
#> 184 0.044648874 0.045019919 2.908850e-02
#> 185 0.102755657 0.102782396 1.504958e-01
#> 186 0.029412661 0.029772144 6.268338e-02
#> 187 0.032707087 0.033394177 9.342001e-02
#> 188 0.108974021 0.109033828 1.461499e-01
#> 189 0.071787417 0.071802924 1.399339e-02
#> 190 0.076333767 0.076421650 2.281046e-02
#> 191 0.033806524 0.034309301 3.819121e-02
#> 192 0.056717600 0.056735330 5.885737e-02
#> 193 0.016796199 0.017762344 7.000870e-02
#> 194 0.066875920 0.069615964 8.343786e-02
#> 195 0.016064020 0.016064111 2.121515e-01
#> 196 0.013666787 0.018096292 2.496971e-02
#> 197 0.046056201 0.047540193 9.047958e-03
#> 198 0.058280266 0.058509320 6.110064e-02
#> 199 0.051239463 0.051762055 7.147413e-02
#> 200 0.059573651 0.059648971 1.228646e-01
#> 210 0.037969013 0.038855116 1.918284e-02
#> 211 0.074392539 0.074392568 0.000000e+00
#> 212 0.057605751 0.060748323 5.333763e-02
#> 213 0.064661720 0.064780958 8.105531e-02
#> 214 0.095687839 0.096349082 2.068552e-01
#> 215 0.094827580 0.096012909 1.641554e-01
#> 216 0.067554483 0.067574231 8.706571e-05
#> 217 0.040505547 0.040707603 5.824687e-02
#> 218 0.044287790 0.044461135 5.448761e-03
#> 219 0.039770135 0.047236299 7.471059e-03
#> 220 0.062085739 0.062426346 9.592239e-02
#> 221 0.014946656 0.021911591 6.787306e-02
#> 222 0.025060840 0.028188051 4.139466e-02
#> 223 0.031662169 0.031668664 1.115433e-01
#> 224 0.078192959 0.081077162 6.722097e-03
#> 225 0.084961630 0.085860105 5.814886e-02
#> 236 0.060580847 0.061424189 1.237368e-02
#> 237 0.040348400 0.040904344 8.331738e-02
#> 238 0.031316601 0.031436391 1.713816e-02
#> 239 0.051790497 0.051790536 4.149002e-02
#> 240 0.095126978 0.095165575 1.234252e-01
#> 241 0.049887151 0.051096430 8.684429e-03
#> 242 0.057966332 0.058043992 1.115685e-01
#> 243 0.071713236 0.073522904 1.005897e-01
#> 244 0.080042695 0.084390322 3.396603e-02
#> 245 0.052877263 0.052893653 4.520038e-02
#> 246 0.037400729 0.041949012 4.100418e-02
#> 247 0.024303390 0.025603908 2.902104e-02
#> 248 0.028384032 0.028791967 4.112756e-02
#> 249 0.046123773 0.046539370 2.049397e-03
#> 250 0.062371241 0.062405394 3.953275e-02
#> 262 0.074476899 0.078445113 1.298618e-01
#> 263 0.050800469 0.050917008 4.746044e-02
#> 264 0.085759741 0.086290730 1.060886e-01
#> 265 0.053026640 0.053979955 4.722714e-02
#> 266 0.078760771 0.078778684 6.722097e-03
#> 267 0.028306027 0.028520407 6.505603e-02
#> 268 0.039526115 0.039701856 1.225792e-02
#> 269 0.055394142 0.062621427 1.428022e-02
#> 270 0.051607595 0.051906484 1.939822e-02
#> 271 0.005889322 0.013154003 6.106389e-02
#> 272 0.037027984 0.040684805 3.203539e-02
#> 273 0.049447565 0.049455278 4.933116e-02
#> 274 0.086777573 0.089655707 8.706571e-05
#> 275 0.041548972 0.042339137 4.261774e-02
#> 288 0.095366137 0.096760229 1.833905e-01
#> 289 0.114182488 0.114694526 1.425237e-01
#> 290 0.056008504 0.056277755 6.684282e-02
#> 291 0.032587638 0.035865327 2.339327e-03
#> 292 0.071180818 0.072325638 1.605820e-01
#> 293 0.020438712 0.023429818 1.422161e-01
#> 294 0.048282037 0.048642785 5.666348e-02
#> 295 0.057625245 0.058294143 3.159089e-02
#> 296 0.023094669 0.024210603 1.322046e-01
#> 297 0.055779054 0.055873688 3.910528e-02
#> 298 0.051527105 0.053025277 1.204718e-01
#> 299 0.057710094 0.057804123 7.903763e-02
#> 300 0.033610448 0.033838932 1.728493e-01
#> 314 0.173540898 0.173731070 0.000000e+00
#> 315 0.042215659 0.042429049 1.070933e-01
#> 316 0.040854581 0.041054518 7.195261e-02
#> 317 0.040958045 0.040969849 3.261669e-03
#> 318 0.053780007 0.054264151 4.013512e-02
#> 319 0.023118790 0.025738791 2.691501e-02
#> 320 0.090649140 0.090686519 1.489043e-01
#> 321 0.055583289 0.060427192 8.517411e-02
#> 322 0.030985455 0.032510531 7.523492e-02
#> 323 0.035058154 0.035104872 1.453835e-01
#> 324 0.057447891 0.058393593 1.816179e-01
#> 325 0.012301392 0.012494028 2.071475e-01
#> 340 0.104877985 0.104899870 1.870655e-02
#> 341 0.074715057 0.075479920 1.487626e-01
#> 342 0.096293163 0.096364510 3.261669e-03
#> 343 0.083084515 0.084332369 1.169451e-01
#> 344 0.057655066 0.059299079 8.554319e-02
#> 345 0.131056297 0.131075846 6.942826e-03
#> 346 0.084091000 0.087160996 7.865077e-02
#> 347 0.022751158 0.023462307 1.650916e-01
#> 348 0.014853816 0.015107383 2.352402e-01
#> 349 0.077035562 0.077293940 1.569128e-01
#> 350 0.096170698 0.096190924 4.700413e-02
#> 366 0.039753530 0.040938283 4.241528e-02
#> 367 0.006856455 0.006998886 1.299018e-01
#> 368 0.058370126 0.060159975 2.776813e-02
#> 369 0.073760260 0.075637766 1.500791e-01
#> 370 0.111758643 0.111857623 1.299960e-01
#> 371 0.036048192 0.038710922 4.555369e-02
#> 372 0.057903507 0.058744864 3.104826e-02
#> 373 0.094188325 0.094936069 9.914252e-03
#> 374 0.051710746 0.051821261 3.578025e-02
#> 375 0.141619721 0.141619726 0.000000e+00
#> 392 0.032603199 0.032991335 1.562149e-01
#> 393 0.042067144 0.042201789 1.044283e-01
#> 394 0.024038507 0.035097530 5.493401e-02
#> 395 0.057006416 0.057453461 7.621363e-02
#> 396 0.017784769 0.028774476 6.645858e-02
#> 397 0.017950508 0.022454961 5.104138e-02
#> 398 0.034830874 0.034865593 1.910722e-02
#> 399 0.050263068 0.054831045 0.000000e+00
#> 400 0.050199683 0.051417508 6.155309e-02
#> 418 0.030226528 0.030867849 2.237719e-02
#> 419 0.020711212 0.023358364 8.491465e-02
#> 420 0.079537335 0.079550773 5.050066e-02
#> 421 0.026651269 0.031078276 5.933537e-02
#> 422 0.023683336 0.025158004 1.774034e-02
#> 423 0.043698347 0.043804520 4.748490e-02
#> 424 0.039104131 0.039919322 1.992135e-01
#> 425 0.026296902 0.026439369 1.148044e-01
#> 444 0.056641249 0.068199604 1.676477e-01
#> 445 0.043134078 0.043822826 7.378568e-02
#> 446 0.045687162 0.069779717 6.714119e-03
#> 447 0.034454169 0.040267121 5.861644e-02
#> 448 0.052583049 0.052816225 1.271027e-02
#> 449 0.012267685 0.015673875 1.294474e-02
#> 450 0.044705381 0.046650552 4.488573e-02
#> 470 0.061179547 0.063024702 3.925683e-02
#> 471 0.055463515 0.055964130 1.254614e-01
#> 472 0.023516622 0.023611127 9.607898e-02
#> 473 0.031353216 0.035699064 2.593038e-02
#> 474 0.043744125 0.045165781 4.610257e-02
#> 475 0.044894795 0.046545755 8.234827e-02
#> 496 0.018187371 0.020917409 1.379250e-01
#> 497 0.044282285 0.045281382 1.022870e-01
#> 498 0.087594690 0.087774423 3.708211e-02
#> 499 0.059646103 0.060012920 5.350994e-02
#> 500 0.105223312 0.105314139 7.842669e-02
#> 522 0.050671382 0.051591735 1.211532e-01
#> 523 0.054763573 0.061875827 5.100461e-02
#> 524 0.040454493 0.043034278 5.798373e-02
#> 525 0.056545635 0.059529412 2.408917e-02
#> 548 0.082827439 0.090116791 8.363858e-03
#> 549 0.018170381 0.018543741 2.470938e-02
#> 550 0.078639673 0.079582140 3.264222e-02
#> 574 0.030308156 0.031549853 4.543922e-02
#> 575 0.107644274 0.108508316 7.360473e-02
#> 600 0.033227530 0.033320848 4.811224e-02
#>
#>
# Retrieve Species Coordinates
sp_faxes_coord_fruits <- fspaces_quality_fruits$details_fspaces$sp_pc_coord
sp_faxes_coord_fruits
#> PC1 PC2 PC3 PC4 PC5
#> apple 0.0265193144 0.013054128 -0.043717435 -0.021211462 -0.148218537
#> apricot 0.1032240731 -0.148535464 -0.084372792 -0.059069034 0.051197559
#> banana -0.3346937349 0.091371413 -0.070877547 0.069888722 -0.050000845
#> currant 0.2941221208 -0.002028080 0.059840313 0.027477102 0.036184138
#> blackberry 0.2398366750 0.002921130 0.096332589 0.012767053 0.063869252
#> blueberry 0.3146904236 0.065534392 -0.061375184 0.170320608 -0.043827091
#> cherry 0.1532479527 -0.250996898 -0.135570593 0.056216685 0.026507879
#> grape 0.0320396363 -0.175761176 0.131682624 -0.063280205 -0.101388849
#> grapefruit -0.1565337233 0.091667465 0.051101664 -0.129100040 0.021725499
#> kiwifruit -0.0076484035 -0.001811478 0.049335316 -0.133654078 -0.149411856
#> lemon -0.1116123197 0.052718824 0.138487467 -0.103193749 0.023077059
#> lime -0.2106569060 0.003790913 0.219519143 0.031204379 0.104197631
#> litchi -0.2423438344 -0.252455139 0.019104502 0.089864709 0.130046060
#> mango -0.3558930629 -0.084500319 -0.155978719 -0.069529132 0.072613533
#> melon 0.0475710274 0.228214444 -0.009073564 -0.130154617 0.037282406
#> orange -0.0673938482 0.026151045 -0.002061839 -0.019971288 -0.014393513
#> passion_fruit -0.1743734750 -0.091951801 0.051587716 0.220532013 -0.147452934
#> peach 0.0403146225 -0.071052366 -0.144444375 -0.097071825 0.002288305
#> pear -0.0008010876 0.019689428 -0.013204612 -0.070565107 -0.070145826
#> pineapple -0.2308886096 0.336194377 -0.081546943 0.178095824 0.031816021
#> plum 0.0896173933 -0.145183768 -0.102585094 -0.018724455 0.019074804
#> raspberry 0.2180001689 0.011254750 0.088794687 0.026582440 0.044477454
#> strawberry 0.2743910893 0.093250971 0.046622086 0.093318143 0.049540096
#> tangerine -0.0989381984 -0.035898731 0.072512352 0.008770777 -0.019765660
#> water_melon 0.1582027062 0.224361939 -0.120111760 -0.069513464 0.030707416
#> PC6 PC7 PC8 PC9 PC10
#> apple 0.040965006 0.039965979 -0.022577267 -0.012017348 -1.067572e-02
#> apricot 0.059097707 -0.027540550 0.056358883 -0.016901596 1.356995e-02
#> banana 0.020752971 -0.041476147 -0.083039226 0.042337245 1.583090e-02
#> currant 0.005808690 -0.114447728 -0.019688896 -0.024109923 -1.297464e-02
#> blackberry 0.035900843 -0.024364564 0.003797170 0.038186173 -9.737454e-03
#> blueberry -0.072940389 -0.011254549 0.007080864 -0.046110072 4.357324e-03
#> cherry -0.020780891 0.004803343 -0.042620591 0.030307476 -2.266872e-02
#> grape -0.195578235 -0.001035913 -0.003686485 0.033761747 -3.964539e-03
#> grapefruit -0.015750045 -0.051616104 -0.001017932 0.004568718 -2.143000e-02
#> kiwifruit -0.010962090 0.006877412 0.052415441 0.009613759 -3.049371e-05
#> lemon 0.101128620 0.044498483 -0.034082720 -0.023135838 -2.153532e-02
#> lime 0.053717374 0.022699643 0.035206514 0.015350425 2.127588e-02
#> litchi -0.107160270 0.013020916 -0.019139655 -0.016630151 -1.110479e-02
#> mango -0.031431302 -0.007224234 0.043541389 0.011834427 1.624666e-04
#> melon -0.136045993 0.036709357 0.013459634 -0.022081148 5.067072e-03
#> orange 0.091930421 -0.061574888 -0.012476483 -0.021006738 -2.425390e-02
#> passion_fruit 0.066901090 -0.006120818 0.066457679 0.020143504 -8.008755e-03
#> peach 0.073541526 0.076191641 -0.010596386 -0.012269290 -3.260209e-02
#> pear -0.004973365 0.023163490 -0.055891141 -0.008962102 3.803879e-02
#> pineapple -0.044607834 0.025787798 0.006751938 -0.010770300 -4.320707e-03
#> plum 0.054398550 0.019423316 0.018261782 -0.013010921 5.390245e-02
#> raspberry 0.045504907 0.029550728 -0.045185074 0.033817649 3.060490e-02
#> strawberry 0.001191018 0.094872368 0.018914728 0.012390681 -1.886095e-02
#> tangerine -0.009194489 -0.033661520 -0.006545485 -0.078234499 1.424240e-02
#> water_melon -0.001413820 -0.057247459 0.034301318 0.052928120 5.115953e-03