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Ozgul Inceoglu

2013-Mar-19 11:22 UTC

[R] write random sampling as table output

Hello,

I have a data matrix consists of species as columns and sites as rows. 

N	Chlamydiae	Deferribacteres	GN12	Hyd24-12	KSB1	PAUC34f	SC4	SPAM	Thermi	WPS-2
ZB3	AD3	Elusimicrobia	GAL15	ABY1_OD1	OP9	Fusobacteria	HDBW-WB69	OP11	WS1	SR1	ZB2
AC1	OP3	OP8	NC10	NKB19	TM7	WS3	Gemmatimonadetes	Lentisphaerae	GN02
Armatimonadetes	Tenericutes	Spirochaetes	Epsilonproteobacteria	TM6	Acidobacteria
Chlorobi	Firmicutes	Nitrospirae	Chloroflexi	Verrucomicrobia	Alphaproteobacteria
Betaproteobacteria	Deltaproteobacteria	Gammaproteobacteria	uncl.Proteobacteria
Actinobacteria	Bacteroidetes	Cyanobacteria	Planctomycetes	unclassified
Gi10Sep12	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.002583979	0
0.004306632	0	0	0	0	0	0.001722653	0.000861326	0.004306632	0.006890612	0	0
0.003445306	0.005167959	0.192075797	0.074074074	0.011197244	0.029285099
0.01205857	0.312661499	0.103359173	0.124892334	0.037898363	0.073212748
Gi25Sep12	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.000993049	0	0
0.004965243	0	0	0	0.000993049	0	0	0.000993049	0.002979146	0.021847071
0.007944389	0.000993049	0.005958292	0.017874876	0.198609732	0.055610725
0.011916584	0.054617676	0.009930487	0.286991063	0.084409136	0.088381331
0.053624628	0.090367428
Gi40Sep12	0	0	0	0	0	0.000895255	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
0.000895255	0.00179051	0	0.002685765	0	0	0	0	0	0.000895255	0.007162041
0.009847807	0.017905103	0.000895255	0.034019696	0.013428827	0.036705461
0.129811996	0.06087735	0.013428827	0.047448523	0.018800358	0.248880931
0.102059087	0.03133393	0.115487914	0.104744852
Gi50Sep12	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.000724638	0	0	0	0
0.000724638	0.001449275	0	0.000724638	0	0.002898551	0.002173913	0.013768116
0.003623188	0.008695652	0	0.012318841	0.007246377	0.03115942	0.028985507
0.007971014	0.023188406	0.084057971	0.139855072	0.011594203	0.11884058
0.020289855	0.187681159	0.084782609	0.010869565	0.087681159	0.108695652

and I would like to subsample each site randomly 1000 times and check if NMDS
analysis reveals the same result or not.

g <- read.table(file.choose(), header=T, row.names=1)
 rphyla <- replicate(100,sample(g))
but when I want to save as write.table(rphyla,"rphyla.txt) or csv. The
output is really unorganized.
V1 "V2" "V3" "V4" "V5" "V6"
"V7" "V8" "V9" "V10" "V11"
"V12" "V13" "V14" "V15" "V16"
"V17" "V18" "V19" "V20" "V21"
"V22" "V23" "V24" "V25" "V26"
"V27" "V28" "V29" "V30" "V31"
"V32" "V33" "V34" "V35" "V36"
"V37" "V38" "V39" "V40" "V41"
"V42" "V43" "V44" "V45" "V46"
"V47" "V48" "V49" "V50" "V51"
"V52" "V53" "V54" "V55" "V56"
"V57" "V58" "V59" "V60" "V61"
"V62" "V63" "V64" "V65" "V66"
"V67" "V68" "V69" "V70" "V71"
"V72" "V73" "V74" "V75" "V76"
"V77" "V78" "V79" "V80" "V81"
"V82" "V83" "V84" "V85" "V86"
"V87" "V88" "V89" "V90" "V91"
"V92" "V93" "V94" "V95" "V96"
"V97" "V98" "V99" "V100"
Tenericutes c(0, 0, 0.000993049, 0, 0, 0, 0.013768116, 0.00795334, 0.010416667,
0, 0.015817223, 0.015147265, 0.022165928, 0.017706577, 0.027642276, 0.007674597,
0.002768166, 0.00150075, 0.00131406, 0.002403846, 0.000544514, 0000723589) c(0,
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0000544514, 0) c(0, 0,
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.000633312, 0, 0, 0, 0, 0, 0.000262812, 0, 0, 0)
c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.000272257, 0)
c(0, 0.000587889, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0)
c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.000585823, 0.00056101, 0.003799873, 0,
0.001626016, 0.001534919, 0.00449827, 0.004002001, 0.003153745, 0.006009615,
0.006806425, 0.002170767) c(0.124892334, 0.075249853, 0.088381331, 0.246987952,
0.03133393, 0.110929853, 0.010869565, 0.026511135, 0.013621795, 0.01659751,
0.012302285, 0.010659187, 0.008233059, 0.016020236, 0.008130081, 0.015349194,
0.012456747, 0.018509255, 0.01892247, 0.0234375, 0.004900626, 0.018813314) c(0,
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.000346021, 0, 0.001051248, 0, 0,
0) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.000585823, 0, 0, 0, 0, 0, 0.001038062, 0,
0.000262812, 0, 0.000272257, 0) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0.000272257, 0) c(0, 0, 0, 0, 0, 0, 0, 0, 0.001602564, 0,
0.001171646, 0, 0.004433186, 0, 0.004878049, 0, 0.000692042, 0, 0, 0, 0,
0.000361795) c(0.004306632, 0, 0.002979146, 0.00695088, 0.009847807,
0.013866232, 0.012318841, 0.012195122, 0.007211538, 0, 0.008201523, 0.008695652,
0.003166561, 0.005059022, 0.012195122, 0.008442057, 0.002422145, 0.002001001,
0.006570302, 0.004807692, 0.00272257, 0.002532562) c(0, 0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0.001038062, 0.00050025, 0.001051248, 0, 0.000544514, 0)
c(0, 0, 0, 0, 0.000895255, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0)
c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.000361795)
c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.000692042, 0, 0.001051248,
0, 0.000816771, 0) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.000633312, 0, 0, 0,
0, 0, 0.000262812, 0, 0, 0) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.001899937,
0, 0.001626016, 0.005372218, 0.002768166, 0.005002501, 0.001839685, 0.008413462,
0.000816771, 0.001808973) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.001171646,
0.000841515, 0.001899937, 0.001686341, 0.004065041, 0.008442057, 0.002422145,
0.008004002, 0.003153745, 0.009014423, 0.004900626, 0.005788712) c(0.192075797,
0.025279248, 0.198609732, 0.118164968, 0.129811996, 0.13050571, 0.084057971,
0.062036055, 0.050480769, 0.199170124, 0.04745167, 003085554, 0.026599113,
0.02613828, 0.029268293, 0.012279355, 0.06366782, 0024012006, 0.033639947,
0.009014423, 0.02368636, 0.014109986) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0.000272257, 0) c(0.004306632, 0, 0.004965243, 0.000463392,
0.002685765, 0.00040783, 0.000724638, 0, 0.002403846, 0, 0.000585823, 0,
0.000633312, 0, 0.000813008, 0, 0.001730104, 0, 0.000262812, 0, 0, 0)
c(0.003445306, 0, 0.005958292, 0.001390176, 0.013428827, 0.005709625,
0.007971014, 0.021208908, 0.010416667, 0.01659751, 00152314, 0.042636746,
0.025965801, 0.037099494, 0.040650407, 0.049117421, 0.04567474, 0.053526763,
0.07043364, 0.060096154, 0.133405935, 0.097322721) c(0, 0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0.001899937, 0, 0.001626016, 0.005372218, 0.002768166, 0.005002501,
0.001839685, 0.008413462, 0.000816771, 0.001808973) c(0, 0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0.000346021, 0, 0.000525624, 0, 0.001905799, 0) c(0, 0,
0.000993049, 0, 0, 0, 0.013768116, 0.00795334, 0.010416667, 0, 0.015817223,
0.015147265, 0.022165928, 0.017706577, 0.027642276, 0.007674597, 0.002768166,
0.00150075, 0.00131406, 0.002403846, 0.000544514, 0.000723589) c(0.006890612, 0,
0.021847071, 0.002780352, 0.017905103, 0.003670473, 0.007246377, 0.002120891,
0.014423077, 0, 0.011130639, 0.00112202, 0.018366054, 0.005902192, 0.014634146,
0.005372218, 0.009342561, 0.012006003, 0.009461235, 0.0078125, 0.005172883,
0.003256151) c(0002583979, 0, 0, 0, 0.00179051, 0, 0.001449275, 0, 0, 0, 0, 0,
0.000633312, 0, 0.001626016, 0, 0.001730104, 0, 0.000262812, 0, 0.004083855,
0.000723589) c(0.192075797, 0.025279248, 0.198609732, 0.118164968, 0.129811996,
0.13050571, 0.084057971, 0.062036055, 0.050480769, 0.199170124, 0.04745167,
0.03085554, 0.026599113, 0.02613828, 0.029268293, 0.012279355, 0.06366782,
0.024012006, 0.033639947, 0.009014423, 0.02368636, 0.014109986) c(0, 0, 0, 0,
0.000895255, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0) c(0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0.000633312, 0, 0, 0, 0, 0, 0.000262812, 0, 0, 0) c(0, 0,
0, 0, 0, 0, 0, 0, 0, 0, 0.001171646, 0.000841515, 0.001899937, 0.001686341,
0.004065041, 0.008442057, 0.002422145, 0.008004002, 0.003153745, 0.009014423,
0.004900626, 0.005788712) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.004433186, 0,
0.004878049, 0.004604758, 0.005190311, 0.003501751, 0.002365309, 0.003004808,
0.001633542, 0) c(0.004306632, 0, 0.002979146, 0.00695088, 0.009847807,
0.013866232, 0.012318841, 0.012195122, 0.007211538, 0, 0008201523, 0.008695652,
0.003166561, 0.005059022, 0.012195122, 0.008442057, 0.002422145, 0.002001001,
0.006570302, 0.004807692, 0.00272257, 0.002532562) c(0, 0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0.000633312, 0.00084317, 0, 0.001534919, 0.000346021, 0, 0.000525624,
0, 0, 0) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
0.000544514, 0) c(0, 0.001763668, 0.007944389, 0.002780352, 0.000895255,
0.006933116, 0.03115942, 0.00583245, 0.008012821, 0, 0.006444054, 0.004768583,
0.023432552, 0.004215852, 0.017073171, 0010744436, 0.017301038, 0.006503252,
0.006833114, 0.003004808, 0.00544514, 0.004703329) c(0.037898363, 0.660199882,
0.053624628, 0.103336423, 0.115487914, 0.130097879, 0.087681159, 0.034464475,
0.048076923, 0.008298755, 0.038664323, 0.021318373, 0.029765674, 0.008431703,
0.017886179, 0.019953952, 001384083, 0.016508254, 0.026281209, 0.021634615,
0.022869589, 0.013748191) c(0.004306632, 0, 0.004965243, 0.000463392,
0.002685765, 0.00040783, 0.000724638, 0, 0.002403846, 0, 0.000585823, 0,
0.000633312, 0, 0.000813008, 0, 0.001730104, 0, 0.000262812, 0, 0, 0) c(0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0.000585823, 0.00056101, 0.003799873, 0, 0.001626016,
0.001534919, 0.00449827, 0004002001, 0.003153745, 0.006009615, 0.006806425,
0.002170767) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.001171646, 0.000841515,
0.001899937, 0.001686341, 0.004065041, 0.008442057, 0.002422145, 0.008004002,
0.003153745, 0.009014423, 0.004900626, 0.005788712) c(0, 0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0.000813008, 0, 0, 0, 0, 0, 0, 0) c(0.124892334, 0.075249853,
0.088381331, 0.246987952, 0.03133393, 0.110929853, 0.010869565, 0.026511135,
0.013621795, 0.01659751, 0.012302285, 0.010659187, 0.008233059, 0.016020236,
0.008130081, 0.015349194, 0.012456747, 0.018509255, 0.01892247, 0.0234375,
0.004900626, 0.018813314) c(0, 0.001763668, 0.007944389, 0.002780352,
0.000895255, 0.006933116, 0.03115942, 0.00583245, 0.008012821, 0, 0.006444054,
0.004768583, 0023432552, 0.004215852, 0.017073171, 0.010744436, 0.017301038,
0.006503252, 0.006833114, 0.003004808, 0.00544514, 0.004703329) c(0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0.001266624, 0, 0.004065041, 0.00076746, 0.001384083,
0.00050025, 0.002890933, 0, 0.00544514, 0.000723589) c(0, 0, 0.000993049,
0.000463392, 0.034019696, 0.04812398, 0.028985507, 0.029692471, 0.020032051,
0.020746888, 0.020503808, 0.016830295, 0.007599747, 0.003372681, 0.003252033,
0003837299, 0.00449827, 0.005002501, 0.006833114, 0.006009615, 0.002994827,
0.008683068) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.000346021, 0,
0.001051248, 0, 0, 0) c(0.000861326, 0.001763668, 0.000993049, 0, 0.007162041,
0.003262643, 0, 0.001060445, 0.006410256, 0, 0.004100762, 0.00112202,
0.006333122, 0.003372681, 0.000813008, 0.00076746, 0.001730104, 0.00150075,
0.00131406, 0.000600962, 0.001633542, 0.000723589) c(0, 0, 0.000993049,
0.001853568, 0.000895255, 0, 0.000724638, 0, 0, 0, 0, 0, 0, 0.002529511, 0, 0,
0, 0.00050025, 0.000262812, 0, 0.000816771, 0.001085384) c(0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.000262812, 0, 0, 0) c(0.312661499,
0.029394474, 0.286991063, 0.053753475, 0.248880931, 0.039151713, 0.187681159,
0.027041357, 0.140224359, 0.053941909, 0.132981839, 0.017952314, 0111462951,
0.011804384, 0.080487805, 0.009976976, 0.09550173, 0.023511756, 0.073324573,
0.016826923, 0.062346855, 0.027496382) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
0.004433186, 0, 0.004878049, 0.004604758, 0.005190311, 0.003501751, 0.002365309,
0.003004808, 0.001633542, 0) c(0.004306632, 0, 0.004965243, 0.000463392,
0.002685765, 0.00040783, 0.000724638, 0, 0.002403846, 0, 0.000585823, 0,
0.000633312, 0, 0.000813008, 0, 0.001730104, 0, 0.000262812, 0, 0, 0) c(0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0, 0, 0.000633312, 0.00084317, 0, 0.001534919, 0.000346021,
0, 0.000525624, 0, 0, 0) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
0.000346021, 0, 0.001051248, 0, 0, 0) c(0.312661499, 0.029394474, 0.286991063,
0.053753475, 0.248880931, 0.039151713, 0.187681159, 0.027041357, 0.140224359,
0.053941909, 0.132981839, 0.017952314, 0.111462951, 0.011804384, 0.080487805,
0.009976976, 0.09550173, 0.023511756, 0.073324573, 0.016826923, 0.062346855,
0.027496382) c(0.073212748, 0.171663727, 0.090367428, 0.263670065, 0.104744852,
0.225122349, 0.108695652, 0.12407211, 0.122596154, 0.045643154, 0.110134739,
0.128751753, 0.205826472, 0.172849916, 0.232520325, 0.243284728, 0.223875433,
0.218109055, 0.305387648, 0.182692308, 0.420909338, 0.234804631) c(0.000861326,
0.001763668, 0.000993049, 0, 0.007162041, 0.003262643, 0, 0.001060445,
0.006410256, 0, 0.004100762, 0.00112202, 0.006333122, 0.003372681, 0.000813008,
0.00076746, 0.001730104, 0.00150075, 0.00131406, 0.000600962, 0.001633542,
0.000723589) c(0, 0, 0.000993049, 0.000463392, 0.034019696, 0.04812398,
0.028985507, 0.029692471, 0.020032051, 0.020746888, 0.020503808, 0.016830295,
0.007599747, 0.003372681, 0.003252033, 0.003837299, 0.00449827, 0.005002501,
0.006833114, 0.006009615, 0.002994827, 0.008683068) c(0, 0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0.001266624, 0, 0.004065041, 0.00076746, 0.001384083, 0.00050025,
0.002890933, 0, 0.00544514, 0.000723589) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
0.001899937, 0, 0.001626016, 0.005372218, 0.002768166, 0.005002501, 0.001839685,
0.008413462, 0.000816771, 0.001808973) c(0.001722653, 0, 0, 0, 0.000895255,
0.00040783, 0.008695652, 0.017497349, 0.007211538, 0.037344398, 0.016403046,
0.024684432, 0.027865738, 0.043844857, 0.072357724, 0.05372218, 0.094809689,
0.166083042, 0.098817346, 0.143028846, 0.080588075, 0.227206946) c(0, 0, 0, 0,
0, 0, 0.002898551, 0.003181336, 0.004807692, 0, 0.001171646, 0.007573633,
0.001899937, 0.007588533, 0.003252033, 0, 0.000346021, 0.00050025, 0.000525624,
0, 0.000544514, 0.000361795) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.004433186,
0, 0.004878049, 0.004604758, 0.005190311, 0.003501751, 0002365309, 0.003004808,
0.001633542, 0) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.000346021,
0, 0, 0, 0, 0) c(0.073212748, 0.171663727, 0.090367428, 0.263670065,
0.104744852, 0.225122349, 0.108695652, 0.12407211, 0122596154, 0.045643154,
0.110134739, 0.128751753, 0.205826472, 0.172849916, 0.232520325, 0.243284728,
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0.062346855, 0.027496382) c(0, 0.000587889, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.001171646,
0.000841515, 0.001899937, 0.001686341, 0.004065041, 0.008442057, 0.002422145,
0.008004002, 0.003153745, 0.009014423, 0.004900626, 0.005788712) c(0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.000346021, 0, 0.001051248, 0, 0, 0)
c(0.000861326, 0.001763668, 0.000993049, 0, 0.007162041, 0.003262643, 0,
0.001060445, 0.006410256, 0, 0.004100762, 0.00112202, 0.006333122, 0.003372681,
0.000813008, 0.00076746, 0.001730104, 0.00150075, 0.00131406, 0.000600962,
0.001633542, 0.000723589) c(0.124892334, 0.075249853, 0.088381331, 0.246987952,
0.03133393, 0.110929853, 0.010869565, 0.026511135, 0.013621795, 0.01659751,
0.012302285, 0.010659187, 0.008233059, 0.016020236, 0.008130081, 0.015349194,
0.012456747, 0.018509255, 0.01892247, 0.0234375, 0.004900626, 0.018813314) c(0,
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.004433186, 0, 0.004878049, 0.004604758,
0.005190311, 0.003501751, 0.002365309, 0.003004808, 0.001633542, 0) c(0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0.001171646, 0.000841515, 0.001899937, 0.001686341,
0.004065041, 0.008442057, 0.002422145, 0.008004002, 0.003153745, 0.009014423,
0.004900626, 0.005788712) c(0.124892334, 0.075249853, 0.088381331, 0.246987952,
0.03133393, 0.110929853, 0.010869565, 0.026511135, 0.013621795, 0.01659751,
0.012302285, 0.010659187, 0.008233059, 0.016020236, 0.008130081, 0.015349194,
0.012456747, 0.018509255, 0.01892247, 0.0234375, 0.004900626, 0.018813314) c(0,
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.000262812, 0, 0, 0) c(0, 0,
0, 0.000463392, 0, 0.001223491, 0.003623188, 0.001590668, 0.008814103, 0,
0.002343292, 0.001683029, 0.015832806, 0.009274874, 0.017886179, 0.006139678,
0.008650519, 0.008504252, 0.012352168, 0.013822115, 0.005172883, 0.009406657)
c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.001899937, 0, 0.001626016, 0.005372218,
0.002768166, 0.005002501, 0.001839685, 0.008413462, 0.000816771, 0.001808973)
c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.000544514, 0)
c(0.005167959, 0.007054674, 0.017874876, 0.013901761, 0.036705461, 0.032626427,
0.023188406, 0.022269353, 0.014423077, 0, 0.012888108, 0.01654979, 0.024065864,
0.010961214, 0.015447154, 0.007674597, 0.006228374, 0.008004002, 0.003679369,
0.001201923, 0.006806425, 0.002170767) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
0.001266624, 0, 0.004065041, 0.00076746, 0.001384083, 0.00050025, 0.002890933,
0, 0.00544514, 0.000723589) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
0, 0.000262812, 0, 0, 0) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.001899937, 0,
0.001626016, 0.005372218, 0.002768166, 0.005002501, 0.001839685, 0.008413462,
0.000816771, 0.001808973) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.000585823,
0.00056101, 0.003799873, 0, 0.001626016, 0.001534919, 0.00449827, 0.004002001,
0.003153745, 0.006009615, 0.006806425, 0.002170767) c(0.124892334, 0.075249853,
0.088381331, 0.246987952, 0.03133393, 0.110929853, 0.010869565, 0.026511135,
0.013621795, 0.01659751, 0012302285, 0.010659187, 0.008233059, 0.016020236,
0.008130081, 0.015349194, 0.012456747, 0.018509255, 0.01892247, 0.0234375,
0.004900626, 0.018813314) c(0, 0, 0, 0, 0, 0, 0.000724638, 0, 0.000801282, 0,
0.000585823, 0, 0.000633312, 0, 0.000813008, 0, 0, 0, 0.000262812, 0, 0, 0) c(0,
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.000346021, 0, 0, 0, 0, 0)
c(0.003445306, 0, 0.005958292, 0.001390176, 0.013428827, 0.005709625,
0.007971014, 0.021208908, 0.010416667, 0.01659751, 0.0152314, 0.042636746,
0.025965801, 0.037099494, 0.040650407, 0.049117421, 0.04567474, 0.053526763,
0.07043364, 0.060096154, 0.133405935, 0.097322721) c(0, 0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.000272257, 0) c(0, 0, 0.000993049, 0, 0, 0,
0.013768116, 0.00795334, 0.010416667, 0, 0.015817223, 0.015147265, 0.022165928,
0.017706577, 0.027642276, 0.007674597, 0.002768166, 0.00150075, 0.00131406,
0.002403846, 0.000544514, 0.000723589) c(0, 0, 0, 0, 0.000895255, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
0.000633312, 0, 0, 0, 0.001038062, 0, 0.002102497, 0, 0.001361285, 0) c(0, 0, 0,
0, 0, 0, 0, 0, 0.001602564, 0, 0.001171646, 0, 0.004433186, 0, 0.004878049, 0,
0.000692042, 0, 0, 0, 0, 0.000361795) c(0.004306632, 0, 0.002979146, 0.00695088,
0.009847807, 0.013866232, 0.012318841, 0.012195122, 0.007211538, 0, 0.008201523,
0.008695652, 0.003166561, 0.005059022, 0.012195122, 0008442057, 0.002422145,
0.002001001, 0.006570302, 0.004807692, 0.00272257, 0.002532562) c(0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.000346021, 0, 0.000525624, 0, 0.001905799, 0)
c(0.01205857, 0.005291005, 0.009930487, 0.020852641, 0.018800358, 0.04730832,
0.020289855, 0.041887593, 0.006410256, 0.029045643, 0.018746339, 0.023562412,
0.014566181, 0.021079258, 0.014634146, 0.016116654, 0.012110727, 0.017008504,
0.013140604, 0.018629808, 0.004628369, 0.013748191) c(0.006890612, 0,
0.021847071, 0.002780352, 0.017905103, 0.003670473, 0.007246377, 0.002120891,
0.014423077, 0, 0.011130639, 0.00112202, 0.018366054, 0.005902192, 0.014634146,
0.005372218, 0.009342561, 0.012006003, 0.009461235, 0.0078125, 0.005172883,
0.003256151) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.000346021, 0,
0, 0, 0, 0) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.000262812,
0, 0, 0) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.000585823, 0.00056101, 0.003799873,
0, 0.001626016, 0.001534919, 0.00449827, 0.004002001, 0.003153745, 0.006009615,
0.006806425, 0.002170767) c(0.103359173, 0.001175779, 0.084409136, 0.035217794,
0102059087, 0.063213703, 0.084782609, 0.02173913, 0.088942308, 0.053941909,
0.093731693, 0.027769986, 0.083597213, 0.018549747, 0.068292683, 0.019953952,
0.044290657, 0.019009505, 0.043626807, 0.021634615, 0.043288865, 0.026410999)

How can I seperate each c() for each species per site. I want an output each
site to be rows and each species to be column repeated 100 times.

Thank you very much,

?zg?l

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PIKAL Petr

2013-Mar-20 09:39 UTC

head link

[R] write random sampling as table output

Hi

Are you telling us the whole story? See in line.

> -----Original Message-----
> From: r-help-bounces at r-project.org [mailto:r-help-bounces at r-
> project.org] On Behalf Of Ozgul Inceoglu
> Sent: Tuesday, March 19, 2013 12:23 PM
> To: r-help at r-project.org
> Subject: [R] write random sampling as table output
> 
> Hello,
> 
> I have a data matrix consists of species as columns and sites as rows.
> 
> N	Chlamydiae	Deferribacteres	GN12	Hyd24-12	KSB1	PAUC34f
> 	SC4	SPAM	Thermi	WPS-2	ZB3	AD3	Elusimicrobia	GAL15
> 	ABY1_OD1	OP9	Fusobacteria	HDBW-WB69	OP11	WS1	SR1
> 	ZB2	AC1	OP3	OP8	NC10	NKB19	TM7	WS3	Gemmatimonadetes
> 	Lentisphaerae	GN02	Armatimonadetes	Tenericutes	Spirochaetes
> 	Epsilonproteobacteria	TM6	Acidobacteria	Chlorobi
> 	Firmicutes	Nitrospirae	Chloroflexi	Verrucomicrobia
> 	Alphaproteobacteria	Betaproteobacteria
> 	Deltaproteobacteria	Gammaproteobacteria
> 	uncl.Proteobacteria	Actinobacteria	Bacteroidetes
> 	Cyanobacteria	Planctomycetes	unclassified
> Gi10Sep12	0	0	0	0	0	0	0	0	0	0
> 	0	0	0	0	0	0	0	0	0	0	0
> 	0	0	0	0	0	0	0.002583979	0	0.004306632
> 	0	0	0	0	0	0.001722653	0.000861326	0.004306632
> 	0.006890612	0	0	0.003445306	0.005167959	0.192075797
> 	0.074074074	0.011197244	0.029285099	0.01205857	0.312661499
> 	0.103359173	0.124892334	0.037898363	0.073212748
> Gi25Sep12	0	0	0	0	0	0	0	0	0	0
> 	0	0	0	0	0	0	0	0	0	0	0
> 	0	0	0	0	0	0.000993049	0	0	0.004965243
> 	0	0	0	0.000993049	0	0	0.000993049	0.002979146
> 	0.021847071	0.007944389	0.000993049	0.005958292	0.017874876
> 	0.198609732	0.055610725	0.011916584	0.054617676	0.009930487
> 	0.286991063	0.084409136	0.088381331	0.053624628	0.090367428
> Gi40Sep12	0	0	0	0	0	0.000895255	0	0	0
> 	0	0	0	0	0	0	0	0	0	0	0
> 	0	0	0	0	0	0	0.000895255	0.00179051	0
> 	0.002685765	0	0	0	0	0	0.000895255	0.007162041
> 	0.009847807	0.017905103	0.000895255	0.034019696	0.013428827
> 	0.036705461	0.129811996	0.06087735	0.013428827	0.047448523
> 	0.018800358	0.248880931	0.102059087	0.03133393	0.115487914
> 	0.104744852
> Gi50Sep12	0	0	0	0	0	0	0	0	0	0
> 	0	0	0	0	0	0	0	0	0	0	0
> 	0.000724638	0	0	0	0	0.000724638	0.001449275	0
> 	0.000724638	0	0.002898551	0.002173913	0.013768116	0.003623188
> 	0.008695652	0	0.012318841	0.007246377	0.03115942	0.028985507
> 	0.007971014	0.023188406	0.084057971	0.139855072	0.011594203
> 	0.11884058	0.020289855	0.187681159	0.084782609	0.010869565
> 	0.087681159	0.108695652
> 
> and I would like to subsample each site randomly 1000 times and check
> if NMDS analysis reveals the same result or not.
> 
> g <- read.table(file.choose(), header=T, row.names=1)
If you give row.names=1 to standard read.table you will get error

g <- read.table(file.choose(), header=T, row.names=1)
Error in read.table(file.choose(), header = T, row.names = 1) : 
  duplicate 'row.names' are not allowed

So I wonder what is g object. Shall be data.frame.

>  rphyla <- replicate(100,sample(g))
If I do 
replicate(2,sample(g))
     [,1]       [,2]      
X10  Integer,14 Numeric,14
X140 Numeric,14 Integer,14
X0.8 Numeric,14 Numeric,14

I get something rather different from shown output.

Therefore I recommend you to inspect g and rphyla by

?str

Regards
Petr
> but when I want to save as write.table(rphyla,"rphyla.txt) or csv. The
> output is really unorganized.
> V1 "V2" "V3" "V4" "V5"
"V6" "V7" "V8" "V9" "V10"
"V11" "V12" "V13"
> "V14" "V15" "V16" "V17"
"V18" "V19" "V20" "V21" "V22"
"V23" "V24" "V25"
> "V26" "V27" "V28" "V29"
"V30" "V31" "V32" "V33" "V34"
"V35" "V36" "V37"
> "V38" "V39" "V40" "V41"
"V42" "V43" "V44" "V45" "V46"
"V47" "V48" "V49"
> "V50" "V51" "V52" "V53"
"V54" "V55" "V56" "V57" "V58"
"V59" "V60" "V61"
> "V62" "V63" "V64" "V65"
"V66" "V67" "V68" "V69" "V70"
"V71" "V72" "V73"
> "V74" "V75" "V76" "V77"
"V78" "V79" "V80" "V81" "V82"
"V83" "V84" "V85"
> "V86" "V87" "V88" "V89"
"V90" "V91" "V92" "V93" "V94"
"V95" "V96" "V97"
> "V98" "V99" "V100"
> Tenericutes c(0, 0, 0.000993049, 0, 0, 0, 0.013768116, 0.00795334,
> 0.010416667, 0, 0.015817223, 0.015147265, 0.022165928, 0.017706577,
> 0.027642276, 0.007674597, 0.002768166, 0.00150075, 0.00131406,
> 0.002403846, 0.000544514, 0000723589) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0000544514, 0) c(0, 0, 0, 0, 0, 0, 0, 0,
> 0, 0, 0, 0, 0.000633312, 0, 0, 0, 0, 0, 0.000262812, 0, 0, 0) c(0, 0,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.000272257, 0)
> c(0, 0.000587889, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0, 0) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.000585823, 0.00056101,
> 0.003799873, 0, 0.001626016, 0.001534919, 0.00449827, 0.004002001,
> 0.003153745, 0.006009615, 0.006806425, 0.002170767) c(0.124892334,
> 0.075249853, 0.088381331, 0.246987952, 0.03133393, 0.110929853,
> 0.010869565, 0.026511135, 0.013621795, 0.01659751, 0.012302285,
> 0.010659187, 0.008233059, 0.016020236, 0.008130081, 0.015349194,
> 0.012456747, 0.018509255, 0.01892247, 0.0234375, 0.004900626,
> 0.018813314) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0.000346021, 0, 0.001051248, 0, 0, 0) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0.000585823, 0, 0, 0, 0, 0, 0.001038062, 0, 0.000262812, 0,
> 0.000272257, 0) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0, 0, 0.000272257, 0) c(0, 0, 0, 0, 0, 0, 0, 0, 0.001602564, 0,
> 0.001171646, 0, 0.004433186, 0, 0.004878049, 0, 0.000692042, 0, 0, 0,
> 0, 0.000361795) c(0.004306632, 0, 0.002979146, 0.00695088, 0.009847807,
> 0.013866232, 0.012318841, 0.012195122, 0.007211538, 0, 0.008201523,
> 0.008695652, 0.003166561, 0.005059022, 0.012195122, 0.008442057,
> 0.002422145, 0.002001001, 0.006570302, 0.004807692, 0.00272257,
> 0.002532562) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0.001038062, 0.00050025, 0.001051248, 0, 0.000544514, 0) c(0, 0, 0, 0,
> 0.000895255, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0) c(0, 0,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.000361795)
> c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.000692042, 0,
> 0.001051248, 0, 0.000816771, 0) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0.000633312, 0, 0, 0, 0, 0, 0.000262812, 0, 0, 0) c(0, 0, 0, 0, 0, 0,
> 0, 0, 0, 0, 0, 0, 0.001899937, 0, 0.001626016, 0.005372218,
> 0.002768166, 0.005002501, 0.001839685, 0.008413462, 0.000816771,
> 0.001808973) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.001171646, 0.000841515,
> 0.001899937, 0.001686341, 0.004065041, 0.008442057, 0.002422145,
> 0.008004002, 0.003153745, 0.009014423, 0.004900626, 0.005788712)
> c(0.192075797, 0.025279248, 0.198609732, 0.118164968, 0.129811996,
> 0.13050571, 0.084057971, 0.062036055, 0.050480769, 0.199170124,
> 0.04745167, 003085554, 0.026599113, 0.02613828, 0.029268293,
> 0.012279355, 0.06366782, 0024012006, 0.033639947, 0.009014423,
> 0.02368636, 0.014109986) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0, 0, 0, 0, 0, 0.000272257, 0) c(0.004306632, 0, 0.004965243,
> 0.000463392, 0.002685765, 0.00040783, 0.000724638, 0, 0.002403846, 0,
> 0.000585823, 0, 0.000633312, 0, 0.000813008, 0, 0.001730104, 0,
> 0.000262812, 0, 0, 0) c(0.003445306, 0, 0.005958292, 0.001390176,
> 0.013428827, 0.005709625, 0.007971014, 0.021208908, 0.010416667,
> 0.01659751, 00152314, 0.042636746, 0.025965801, 0.037099494,
> 0.040650407, 0.049117421, 0.04567474, 0.053526763, 0.07043364,
> 0.060096154, 0.133405935, 0.097322721) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0, 0, 0.001899937, 0, 0.001626016, 0.005372218, 0.002768166,
> 0.005002501, 0.001839685, 0.008413462, 0.000816771, 0.001808973) c(0,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.000346021, 0,
> 0.000525624, 0, 0.001905799, 0) c(0, 0, 0.000993049, 0, 0, 0,
> 0.013768116, 0.00795334, 0.010416667, 0, 0.015817223, 0.015147265,
> 0.022165928, 0.017706577, 0.027642276, 0.007674597, 0.002768166,
> 0.00150075, 0.00131406, 0.002403846, 0.000544514, 0.000723589)
> c(0.006890612, 0, 0.021847071, 0.002780352, 0.017905103, 0.003670473,
> 0.007246377, 0.002120891, 0.014423077, 0, 0.011130639, 0.00112202,
> 0.018366054, 0.005902192, 0.014634146, 0.005372218, 0.009342561,
> 0.012006003, 0.009461235, 0.0078125, 0.005172883, 0.003256151)
> c(0002583979, 0, 0, 0, 0.00179051, 0, 0.001449275, 0, 0, 0, 0, 0,
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> c(0.000861326, 0.001763668, 0.000993049, 0, 0.007162041, 0.003262643,
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> c(0.004306632, 0, 0.004965243, 0.000463392, 0.002685765, 0.00040783,
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> 0.008233059, 0.016020236, 0.008130081, 0.015349194, 0.012456747,
> 0.018509255, 0.01892247, 0.0234375, 0.004900626, 0.018813314)
> c(0.002583979, 0, 0, 0, 0.00179051, 0, 0.001449275, 0, 0, 0, 0, 0,
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> c(0.192075797, 0.025279248, 0.198609732, 0.118164968, 0.129811996,
> 0.13050571, 0.084057971, 0.062036055, 0.050480769, 0.199170124,
> 0.04745167, 0.03085554, 0.026599113, 0.02613828, 0.029268293,
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> 0.02368636, 0.014109986) c(0.029285099, 0.016460905, 0.054617676,
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> 0.033639947, 0.009014423, 0.02368636, 0.014109986) c(0, 0, 0.000993049,
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> 0.015147265, 0.022165928, 0.017706577, 0.027642276, 0.007674597,
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> 0.013140604, 0.018629808, 0.004628369, 0.013748191)
> GN12 c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
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> 0.000993049, 0, 0.007162041, 0.003262643, 0, 0.001060445, 0.006410256,
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> 0.00076746, 0.001730104, 0.00150075, 0.00131406, 0.000600962,
> 0.001633542, 0.000723589) c(0, 0, 0, 0, 0, 0, 0, 0, 0.001602564, 0,
> 0.001171646, 0, 0.004433186, 0, 0.004878049, 0, 0.000692042, 0, 0, 0,
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> 0.000813008, 0, 0.003460208, 0.00150075, 0.00630749, 0.001201923,
> 0.007078682, 0.000723589) c(0.074074074, 0.003527337, 0.055610725,
> 0.075069509, 0.06087735, 0.050570962, 0.139855072, 0.092258749,
> 0.241185897, 0.273858921, 0.246631517, 0.155960729, 0.178594047,
> 0.189713322, 0.152845528, 0.199539524, 0.069550173, 0.08004002,
> 0.055453351, 0.088341346, 0.017424449, 0.031476122) c(0, 0, 0, 0, 0, 0,
> 0, 0, 0, 0, 0, 0, 0.000633312, 0, 0, 0, 0, 0, 0.000262812, 0, 0, 0)
> c(0, 0, 0.000993049, 0.000463392, 0.034019696, 0.04812398, 0.028985507,
> 0.029692471, 0.020032051, 0.020746888, 0.020503808, 0.016830295,
> 0.007599747, 0.003372681, 0.003252033, 0.003837299, 0.00449827,
> 0.005002501, 0.006833114, 0.006009615, 0.002994827, 0.008683068) c(0,
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> 0.008650519, 0.008504252, 0.012352168, 0.013822115, 0.005172883,
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> 0.000525624, 0, 0, 0) c(0.002583979, 0, 0, 0, 0.00179051, 0,
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> 0.001534919, 0.00449827, 0.004002001, 0.003153745, 0.006009615,
> 0.006806425, 0.002170767) c(0.192075797, 0.025279248, 0.198609732,
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> c(0.004306632, 0, 0.002979146, 0.00695088, 0.009847807, 0.013866232,
> 0.012318841, 0.012195122, 0.007211538, 0, 0.008201523, 0.008695652,
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> 0.002001001, 0.006570302, 0.004807692, 0.00272257, 0.002532562) c(0, 0,
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> 0.001038062, 0, 0.000262812, 0, 0.000272257, 0) c(0, 0, 0, 0, 0, 0, 0,
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> 0.003004808, 0.00544514, 0.004703329) c(0, 0, 0.000993049, 0.000463392,
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> 0.006009615, 0.002994827, 0.008683068) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
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> 0.003501751, 0.002365309, 0.003004808, 0.001633542, 0) c(0.000861326,
> 0.001763668, 0.000993049, 0, 0.007162041, 0.003262643, 0, 0.001060445,
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> 0.000813008, 000076746, 0.001730104, 0.00150075, 0.00131406,
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> 0.002170767)
> Gammaproteobacteria c(0.029285099, 0.016460905, 0.054617676,
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> c(0.011197244, 0.000587889, 0.011916584, 0.02965709, 0.013428827,
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> c(0.011197244, 0.000587889, 0.011916584, 0.02965709, 0.013428827,
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> c(0.011197244, 0.000587889, 0.011916584, 0.02965709, 0.013428827,
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> 0.072357724, 0.05372218, 0.094809689, 0.166083042, 0.098817346,
> 0.143028846, 0.080588075, 0.227206946) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0, 0, 0.001266624, 0, 0.004065041, 0.00076746, 0.001384083, 0.00050025,
> 0.002890933, 0, 0.00544514, 0.000723589) c(0, 0, 0, 0, 0, 0,
> 0.002898551, 0.003181336, 0.004807692, 0, 0.001171646, 0.007573633,
> 0.001899937, 0.007588533, 0.003252033, 0, 0.000346021, 0.00050025,
> 0.000525624, 0, 0.000544514, 0.000361795) c(0, 0, 0, 0, 0, 0, 0, 0, 0,
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> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.000272257, 0) c(0.000861326,
> 0.001763668, 0.000993049, 0, 0.007162041, 0.003262643, 0, 0.001060445,
> 0.006410256, 0, 0.004100762, 0.00112202, 0.006333122, 0.003372681,
> 0.000813008, 0.00076746, 0.001730104, 0.00150075, 0.00131406,
> 0.000600962, 0.001633542, 0.000723589) c(0.004306632, 0, 0.004965243,
> 0.000463392, 0.002685765, 0.00040783, 0.000724638, 0, 0.002403846, 0,
> 0.000585823, 0, 0.000633312, 0, 0.000813008, 0, 0.001730104, 0,
> 0.000262812, 0, 0, 0) c(0.192075797, 0.025279248, 0.198609732,
> 0.118164968, 0.129811996, 0.13050571, 0.084057971, 0.062036055,
> 0.050480769, 0.199170124, 0.04745167, 0.03085554, 0.026599113,
> 0.02613828, 0.029268293, 0.012279355, 0.06366782, 0.024012006,
> 0.033639947, 0.009014423, 0.02368636, 0.014109986) c(0, 0, 0, 0, 0, 0,
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> 0.002768166, 0.005002501, 0.001839685, 0.008413462, 0.000816771,
> 0.001808973) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0.000262812, 0, 0, 0) c(0, 0, 0, 0, 0, 0, 0.002173913, 0.001060445,
> 0.00400641, 0, 0.001171646, 0.00112202, 0.00569981, 0.002529511,
> 0.009756098, 0.003069839, 0.004844291, 0.003501751, 0.006570302,
> 0.006009615, 0.009528995, 0.00397974) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.000272257, 0) c(0.01205857,
> 0.005291005, 0.009930487, 0.020852641, 0.018800358, 0.04730832,
> 0.020289855, 0.041887593, 0.006410256, 0.029045643, 0.018746339,
> 0.023562412, 0.014566181, 0.021079258, 0.014634146, 0.016116654,
> 0.012110727, 0.017008504, 0.013140604, 0018629808, 0.004628369,
> 0.013748191) c(0, 0, 0, 0, 0, 0, 0.002173913, 0.001060445, 0.00400641,
> 0, 0.001171646, 0.00112202, 0.00569981, 0.002529511, 0009756098,
> 0.003069839, 0.004844291, 0.003501751, 0.006570302, 0.006009615,
> 0.009528995, 0.00397974) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0.000633312, 0.00084317, 0, 0.001534919, 0.000346021, 0, 0.000525624,
> 0, 0, 0) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.000633312, 0, 0, 0, 0,
> 0, 0.000262812, 0, 0, 0) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0.000633312, 0, 0, 0, 0.001038062, 0, 0.002102497, 0, 0.001361285, 0)
> c(0.011197244, 0.000587889, 0.011916584, 0.02965709, 0.013428827,
> 0.030587276, 0.011594203, 0.036585366, 0.015224359, 0.008298755,
> 0.014059754, 0.04516129, 0.051931602, 0.073355818, 0.071544715,
> 0.138142748, 0.120069204, 0.211605803, 0.146649146, 0.269230769,
> 0.090661585, 0.195730825) c(0.004306632, 0, 0.004965243, 0.000463392,
> 0.002685765, 0.00040783, 0.000724638, 0, 0.002403846, 0, 0.000585823,
> 0, 0.000633312, 0, 0.000813008, 0, 0.001730104, 0, 0.000262812, 0, 0,
> 0) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.000633312, 0, 0, 0,
> 0.001038062, 0, 0.002102497, 0, 0.001361285, 0) c(0, 0, 0, 0, 0, 0, 0,
> 0, 0, 0, 0, 0, 0.001899937, 0, 0.001626016, 0.005372218, 0.002768166,
> 0.005002501, 0.001839685, 0.008413462, 0.000816771, 0.001808973)
> c(0.006890612, 0, 0.021847071, 0.002780352, 0.017905103, 0.003670473,
> 0.007246377, 0.002120891, 0.014423077, 0, 0.011130639, 0.00112202,
> 0.018366054, 0.005902192, 0.014634146, 0.005372218, 0.009342561,
> 0.012006003, 0.009461235, 0.0078125, 0.005172883, 0.003256151) c(0, 0,
> 0, 0, 0, 0, 0.002898551, 0.003181336, 0.004807692, 0, 0.001171646,
> 0.007573633, 0.001899937, 0.007588533, 0.003252033, 0, 0.000346021,
> 0.00050025, 0000525624, 0, 0.000544514, 0.000361795) c(0, 0, 0, 0, 0,
> 0, 0.002898551, 0003181336, 0.004807692, 0, 0.001171646, 0.007573633,
> 0.001899937, 0.007588533, 0.003252033, 0, 0.000346021, 0.00050025,
> 0.000525624, 0, 0.000544514, 0.000361795) c(0.005167959, 0.007054674,
> 0.017874876, 0.013901761, 0.036705461, 0.032626427, 0.023188406,
> 0.022269353, 0.014423077, 0, 0.012888108, 0.01654979, 0.024065864,
> 0.010961214, 0.015447154, 0.007674597, 0.006228374, 0.008004002,
> 0.003679369, 0.001201923, 0.006806425, 0.002170767) c(0.004306632, 0,
> 0.002979146, 0.00695088, 0.009847807, 0.013866232, 0.012318841,
> 0.012195122, 0.007211538, 0, 0.008201523, 0.008695652, 0.003166561,
> 0.005059022, 0.012195122, 0.008442057, 0.002422145, 0.002001001,
> 0.006570302, 0.004807692, 0.00272257, 0.002532562) c(0, 0.000587889, 0,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0) c(0.001722653,
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> 0.007211538, 0.037344398, 0.016403046, 0.024684432, 0.027865738,
> 0.043844857, 0.072357724, 0.05372218, 0.094809689, 0.166083042,
> 0.098817346, 0.143028846, 0.080588075, 0.227206946) c(0, 0,
> 0.000993049, 0.001853568, 0.000895255, 0, 0.000724638, 0, 0, 0, 0, 0,
> 0, 0.002529511, 0, 0, 0, 0.00050025, 0.000262812, 0, 0.000816771,
> 0.001085384) c(0, 0, 0, 0, 0, 0, 0, 0, 0.001602564, 0, 0.001171646, 0,
> 0.004433186, 0, 0.004878049, 0, 0.000692042, 0, 0, 0, 0, 0.000361795)
> c(0, 0, 0, 0, 0, 0, 0, 0, 0.001602564, 0, 0.001171646, 0, 0.004433186,
> 0, 0.004878049, 0, 0.000692042, 0, 0, 0, 0, 0.000361795) c(0, 0, 0, 0,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.000692042, 0, 0.001051248, 0,
> 0.000816771, 0) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0.000346021, 0, 0.000525624, 0, 0.001905799, 0) c(0, 0, 0, 0, 0, 0, 0,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.000692042, 0, 0.001051248, 0, 0.000816771,
> 0) c(0.011197244, 0.000587889, 0.011916584, 0.02965709, 0.013428827,
> 0.030587276, 0.011594203, 0.036585366, 0.015224359, 0.008298755,
> 0.014059754, 0.04516129, 0.051931602, 0.073355818, 0.071544715,
> 0.138142748, 0.120069204, 0.211605803, 0.146649146, 0.269230769,
> 0.090661585, 0.195730825) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0, 0, 0, 0, 0, 0, 0.000272257, 0) c(0, 0, 0, 0, 0, 0, 0.002898551,
> 0.003181336, 0.004807692, 0, 0.001171646, 0.007573633, 0.001899937,
> 0.007588533, 0.003252033, 0, 0.000346021, 0.00050025, 0.000525624, 0,
> 0.000544514, 0.000361795) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0, 0, 0, 0, 0, 0, 0, 0.000361795) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0, 0, 0.000813008, 0, 0, 0, 0, 0, 0, 0) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0, 0, 0, 0, 0, 0, 0.000346021, 0, 0.000525624, 0, 0.001905799, 0) c(0,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.000633312, 0, 0, 0, 0.001038062, 0,
> 0.002102497, 0, 0.001361285, 0) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0, 0, 0, 0, 0.000346021, 0, 0.000525624, 0, 0, 0) c(0, 0, 0, 0, 0, 0,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.000544514, 0)
> c(0.312661499, 0.029394474, 0.286991063, 0.053753475, 0.248880931,
> 0.039151713, 0.187681159, 0.027041357, 0.140224359, 0.053941909,
> 0.132981839, 0.017952314, 0.111462951, 0.011804384, 0.080487805,
> 0.009976976, 0.09550173, 0.023511756, 0.073324573, 0.016826923,
> 0.062346855, 0.027496382) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0, 0, 0, 0, 0, 0, 0.000272257, 0) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0, 0, 0, 0, 0.000346021, 0, 0.000525624, 0, 0, 0) c(0.000861326,
> 0.001763668, 0.000993049, 0, 0.007162041, 0.003262643, 0, 0.001060445,
> 0.006410256, 0, 0.004100762, 0.00112202, 0.006333122, 0.003372681,
> 0.000813008, 0.00076746, 0.001730104, 0.00150075, 0.00131406,
> 0.000600962, 0.001633542, 0.000723589) c(0, 0.001763668, 0.007944389,
> 0.002780352, 0.000895255, 0.006933116, 0.03115942, 0.00583245,
> 0.008012821, 0, 0.006444054, 0.004768583, 0.023432552, 0.004215852,
> 0.017073171, 0.010744436, 0.017301038, 0.006503252, 0.006833114,
> 0.003004808, 0.00544514, 0.004703329) c(0, 0, 0, 0, 0, 0, 0.002173913,
> 0.001060445, 0.00400641, 0, 0.001171646, 0.00112202, 0.00569981,
> 0.002529511, 0.009756098, 0.003069839, 0.004844291, 0.003501751,
> 0.006570302, 0.006009615, 0.009528995, 0.00397974) c(0, 0, 0, 0, 0, 0,
> 0.000724638, 0, 0.000801282, 0, 0.000585823, 0, 0.000633312, 0,
> 0.000813008, 0, 0, 0, 0.000262812, 0, 0, 0) c(0.000861326, 0.001763668,
> 0.000993049, 0, 0.007162041, 0.003262643, 0, 0.001060445, 0.006410256,
> 0, 0.004100762, 0.00112202, 0.006333122, 0.003372681, 0.000813008,
> 0.00076746, 0.001730104, 0.00150075, 0.00131406, 0.000600962,
> 0.001633542, 0.000723589) c(0.192075797, 0.025279248, 0.198609732,
> 0.118164968, 0.129811996, 0.13050571, 0.084057971, 0.062036055,
> 0.050480769, 0.199170124, 0.04745167, 0.03085554, 0.026599113,
> 0.02613828, 0.029268293, 0.012279355, 0.06366782, 0.024012006,
> 0.033639947, 0.009014423, 0.02368636, 0.014109986) c(0, 0, 0.000993049,
> 0.001853568, 0.000895255, 0, 0.000724638, 0, 0, 0, 0, 0, 0,
> 0.002529511, 0, 0, 0, 0.00050025, 0.000262812, 0, 0.000816771,
> 0.001085384)
> TM6 c(0.000861326, 0.001763668, 0.000993049, 0, 0.007162041,
> 0.003262643, 0, 0.001060445, 0.006410256, 0, 0.004100762, 0.00112202,
> 0.006333122, 0.003372681, 0.000813008, 0.00076746, 0.001730104,
> 0.00150075, 0.00131406, 0.000600962, 0.001633542, 0.000723589) c(0, 0,
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> c(0, 0, 0.000993049, 0, 0, 0, 0.013768116, 0.00795334, 0.010416667, 0,
> 0.015817223, 0.015147265, 0.022165928, 0.017706577, 0.027642276,
> 0.007674597, 0.002768166, 0.00150075, 0.00131406, 0.002403846,
> 0.000544514, 0.000723589) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0000633312, 0, 0, 0, 0.001038062, 0, 0.002102497, 0, 0.001361285, 0)
> c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0.000361795) c(0004306632, 0, 0.004965243, 0.000463392, 0.002685765,
> 0.00040783, 0.000724638, 0, 0.002403846, 0, 0.000585823, 0,
> 0.000633312, 0, 0.000813008, 0, 0.001730104, 0, 0.000262812, 0, 0, 0)
> c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0.000544514, 0) c(0.037898363, 0.660199882, 0.053624628, 0.103336423,
> 0.115487914, 0.130097879, 0.087681159, 0.034464475, 0.048076923,
> 0.008298755, 0.038664323, 0.021318373, 0.029765674, 0.008431703,
> 0.017886179, 0.019953952, 0.01384083, 0.016508254, 0.026281209,
> 0.021634615, 0.022869589, 0.013748191) c(0.124892334, 0.075249853,
> 0.088381331, 0.246987952, 0.03133393, 0.110929853, 0.010869565,
> 0.026511135, 0.013621795, 0.01659751, 0.012302285, 0.010659187,
> 0.008233059, 0.016020236, 0.008130081, 0.015349194, 0.012456747,
> 0.018509255, 0.01892247, 0.0234375, 0.004900626, 0.018813314) c(0, 0,
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> 0, 0.000262812, 0, 0, 0) c(0.192075797, 0.025279248, 0.198609732,
> 0118164968, 0.129811996, 0.13050571, 0.084057971, 0.062036055,
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> 0.02613828, 0.029268293, 0.012279355, 0.06366782, 0.024012006,
> 0.033639947, 0.009014423, 0.02368636, 0.014109986) c(0.073212748,
> 0.171663727, 0.090367428, 0.263670065, 0.104744852, 0.225122349,
> 0.108695652, 0.12407211, 0.122596154, 0.045643154, 0.110134739,
> 0.128751753, 0.205826472, 0.172849916, 0.232520325, 0.243284728,
> 0223875433, 0.218109055, 0.305387648, 0.182692308, 0.420909338,
> 0.234804631) c(0.037898363, 0.660199882, 0.053624628, 0.103336423,
> 0.115487914, 0.130097879, 0.087681159, 0.034464475, 0.048076923,
> 0.008298755, 0.038664323, 0.021318373, 0.029765674, 0.008431703,
> 0.017886179, 0.019953952, 0.01384083, 0016508254, 0.026281209,
> 0.021634615, 0.022869589, 0.013748191) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
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> 0, 0, 0.002529511, 0, 0, 0, 0.00050025, 0.000262812, 0, 0.000816771,
> 0.001085384) c(0, 0, 0, 0.000463392, 0, 0.001223491, 0.003623188,
> 0.001590668, 0.008814103, 0, 0.002343292, 0.001683029, 0.015832806,
> 0.009274874, 0.017886179, 0.006139678, 0.008650519, 0.008504252,
> 0.012352168, 0.013822115, 0.005172883, 0.009406657) c(0, 0, 0, 0, 0, 0,
> 0.002898551, 0.003181336, 0.004807692, 0, 0.001171646, 0.007573633,
> 0.001899937, 0.007588533, 0.003252033, 0, 0.000346021, 0.00050025,
> 0.000525624, 0, 0.000544514, 0.000361795) c(0, 0, 0, 0, 0, 0, 0, 0, 0,
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> c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.001038062,
> 0.00050025, 0.001051248, 0, 0.000544514, 0) c(0.01205857, 0.005291005,
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> 0.014566181, 0021079258, 0.014634146, 0.016116654, 0.012110727,
> 0.017008504, 0.013140604, 0.018629808, 0.004628369, 0.013748191)
> c(0.004306632, 0, 0.004965243, 0.000463392, 0.002685765, 0.00040783,
> 0.000724638, 0, 0.002403846, 0, 0.000585823, 0, 0.000633312, 0,
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> 0.001384083, 0.00050025, 0.002890933, 0, 0.00544514, 0.000723589)
> c(0.003445306, 0, 0.005958292, 0.001390176, 0.013428827, 0.005709625,
> 0.007971014, 0.021208908, 0.010416667, 0.01659751, 0.0152314,
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> 0.04567474, 0.053526763, 0.07043364, 0.060096154, 0.133405935,
> 0.097322721) c(0.029285099, 0.016460905, 0054617676, 0.022242817,
> 0.047448523, 0.056280587, 0.11884058, 0.407741251, 0.15224359,
> 0.236514523, 0.165202109, 0.394670407, 0.084230526, 0.306070826,
> 0.063414634, 0.146584804, 0.116608997, 0.07953977, 0.03022339,
> 0.072115385, 0.016879935, 0.048842258) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.000272257, 0) c(0.029285099,
> 0.016460905, 0.054617676, 0022242817, 0.047448523, 0.056280587,
> 0.11884058, 0.407741251, 0.15224359, 0.236514523, 0.165202109,
> 0.394670407, 0.084230526, 0.306070826, 0.063414634, 0.146584804,
> 0.116608997, 0.07953977, 0.03022339, 0.072115385, 0.016879935,
> 0.048842258) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0.000262812, 0, 0, 0) c(0.004306632, 0, 0.004965243, 0.000463392,
> 0.002685765, 0.00040783, 0.000724638, 0, 0.002403846, 0, 0.000585823,
> 0, 0.000633312, 0, 0.000813008, 0, 0.001730104, 0, 0.000262812, 0, 0,
> 0) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.001266624, 0, 0.004065041,
> 0.00076746, 0.001384083, 000050025, 0.002890933, 0, 0.00544514,
> 0.000723589) c(0, 0, 0, 0.000463392, 0, 0.001223491, 0.003623188,
> 0.001590668, 0.008814103, 0, 0.002343292, 0.001683029, 0.015832806,
> 0.009274874, 0.017886179, 0.006139678, 0.008650519, 0.008504252,
> 0.012352168, 0.013822115, 0.005172883, 0.009406657) c(0, 0, 0, 0, 0, 0,
> 0, 0, 0, 0, 0, 0, 0.004433186, 0, 0.004878049, 0.004604758,
> 0.005190311, 0.003501751, 0.002365309, 0.003004808, 0.001633542, 0)
> c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.000633312, 0, 0, 0, 0, 0,
> 0.000262812, 0, 0, 0) c(0.004306632, 0, 0.004965243, 0.000463392,
> 0.002685765, 0.00040783, 0.000724638, 0, 0.002403846, 0, 0.000585823,
> 0, 0.000633312, 0, 0.000813008, 0, 0.001730104, 0, 0.000262812, 0, 0,
> 0) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.000585823, 0.00056101,
> 0.003799873, 0, 0.001626016, 0.001534919, 0.00449827, 0004002001,
> 0.003153745, 0.006009615, 0.006806425, 0.002170767) c(0, 0, 0, 0, 0, 0,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.000692042, 0, 0.001051248, 0,
> 0.000816771, 0) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.001266624, 0,
> 0.000813008, 0, 0.003460208, 0.00150075, 0.00630749, 0.001201923,
> 0.007078682, 0.000723589) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0.000633312, 0, 0, 0, 0.001038062, 0, 0.002102497, 0, 0.001361285, 0)
> c(0.004306632, 0, 0.002979146, 0.00695088, 0.009847807, 0.013866232,
> 0.012318841, 0.012195122, 0.007211538, 0, 0.008201523, 0.008695652,
> 0.003166561, 0.005059022, 0.012195122, 0.008442057, 0.002422145,
> 0.002001001, 0.006570302, 0.004807692, 0.00272257, 0.002532562) c(0, 0,
> 0, 0, 0, 0, 0, 0, 0, 0, 0.000585823, 0, 0, 0, 0, 0, 0.001038062, 0,
> 0.000262812, 0, 0.000272257, 0) c(0.192075797, 0.025279248,
> 0.198609732, 0.118164968, 0.129811996, 0.13050571, 0.084057971,
> 0.062036055, 0.050480769, 0.199170124, 0.04745167, 0.03085554,
> 0.026599113, 0.02613828, 0.029268293, 0.012279355, 0.06366782,
> 0.024012006, 0.033639947, 0.009014423, 0.02368636, 0.014109986) c(0, 0,
> 0, 0, 0, 0, 0, 0, 0, 0, 0.000585823, 0.00056101, 0.003799873, 0,
> 0.001626016, 0.001534919, 0.00449827, 0.004002001, 0.003153745,
> 0.006009615, 0.006806425, 0.002170767) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.000272257, 0) c(0, 0, 0, 0, 0, 0, 0, 0,
> 0, 0, 0, 0, 0.004433186, 0, 0.004878049, 0.004604758, 0.005190311,
> 0.003501751, 0.002365309, 0.003004808, 0.001633542, 0) c(0, 0,
> 0.000993049, 0.000463392, 0.034019696, 0.04812398, 0.028985507,
> 0.029692471, 0.020032051, 0.020746888, 0.020503808, 0.016830295,
> 0.007599747, 0.003372681, 0.003252033, 0.003837299, 0.00449827,
> 0.005002501, 0.006833114, 0.006009615, 0.002994827, 0.008683068) c(0,
> 0.001763668, 0.007944389, 0.002780352, 0.000895255, 0.006933116,
> 0.03115942, 0.00583245, 0.008012821, 0, 0.006444054, 0.004768583,
> 0.023432552, 0.004215852, 0.017073171, 0.010744436, 0.017301038,
> 0.006503252, 0.006833114, 0.003004808, 0.00544514, 0.004703329) c(0, 0,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.000633312, 0.00084317, 0, 0.001534919,
> 0.000346021, 0, 0.000525624, 0, 0, 0) c(0, 0, 0.000993049, 0.000463392,
> 0.034019696, 0.04812398, 0.028985507, 0.029692471, 0.020032051,
> 0.020746888, 0.020503808, 0.016830295, 0.007599747, 0.003372681,
> 0.003252033, 0.003837299, 0.00449827, 0.005002501, 0.006833114,
> 0.006009615, 0.002994827, 0.008683068) c(0, 0.000587889, 0, 0, 0, 0, 0,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0) c(0, 0, 0, 0, 0, 0, 0, 0,
> 0, 0, 0, 0, 0, 0, 0, 0, 0.000346021, 0, 0.001051248, 0, 0, 0)
> c(0.029285099, 0.016460905, 0.054617676, 0.022242817, 0.047448523,
> 0.056280587, 0.11884058, 0.407741251, 0.15224359, 0.236514523,
> 0.165202109, 0.394670407, 0.084230526, 0.306070826, 0.063414634,
> 0.146584804, 0.116608997, 0.07953977, 0.03022339, 0.072115385,
> 0.016879935, 0.048842258) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0, 0, 0, 0, 0.000262812, 0, 0, 0) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.000361795) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.000272257, 0) c(0, 0, 0, 0, 0, 0, 0, 0,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.000272257, 0) c(0, 0, 0, 0, 0, 0,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.000361795) c(0, 0, 0, 0,
> 0, 0, 0, 0, 0, 0, 0, 0, 0.004433186, 0, 0.004878049, 0.004604758,
> 0.005190311, 0.003501751, 0.002365309, 0.003004808, 0.001633542, 0)
> c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.000633312, 0.00084317, 0,
> 0.001534919, 0.000346021, 0, 0.000525624, 0, 0, 0) c(0, 0, 0, 0, 0, 0,
> 0.000724638, 0, 0.000801282, 0, 0.000585823, 0, 0.000633312, 0,
> 0.000813008, 0, 0, 0, 0000262812, 0, 0, 0) c(0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.000262812, 0, 0, 0) c(0.005167959,
> 0.007054674, 0.017874876, 0.013901761, 0.036705461, 0.032626427,
> 0.023188406, 0.022269353, 0.014423077, 0, 0.012888108, 0.01654979,
> 0.024065864, 0.010961214, 0.015447154, 0.007674597, 0.006228374,
> 0.008004002, 0.003679369, 0.001201923, 0.006806425, 0.002170767) c(0,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.000346021, 0,
> 0.001051248, 0, 0, 0) c(0.124892334, 0.075249853, 0.088381331,
> 0.246987952, 0.03133393, 0.110929853, 0.010869565, 0.026511135,
> 0.013621795, 0.01659751, 0.012302285, 0.010659187, 0.008233059,
> 0.016020236, 0.008130081, 0.015349194, 0.012456747, 0.018509255,
> 0.01892247, 0.0234375, 0.004900626, 0.018813314) c(0103359173,
> 0.001175779, 0.084409136, 0.035217794, 0.102059087, 0.063213703,
> 0.084782609, 0.02173913, 0.088942308, 0.053941909, 0.093731693,
> 0.027769986, 0.083597213, 0.018549747, 0.068292683, 0.019953952,
> 0.044290657, 0.019009505, 0.043626807, 0.021634615, 0.043288865,
> 0.026410999) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.000633312, 0, 0,
> 0, 0, 0, 0.000262812, 0, 0, 0) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0, 0, 0, 0.000346021, 0, 0.000525624, 0, 0, 0) c(0.001722653, 0, 0, 0,
> 0.000895255, 0.00040783, 0.008695652, 0.017497349, 0.007211538,
> 0.037344398, 0.016403046, 0.024684432, 0.027865738, 0.043844857,
> 0.072357724, 0.05372218, 0.094809689, 0.166083042, 0.098817346,
> 0.143028846, 0.080588075, 0.227206946) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0, 0, 0.000633312, 0, 0, 0, 0.001038062, 0, 0.002102497, 0,
> 0.001361285, 0) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0, 0, 0.000272257, 0) c(0, 0, 0, 0.000463392, 0, 0.001223491,
> 0.003623188, 0.001590668, 0.008814103, 0, 0.002343292, 0.001683029,
> 0.015832806, 0.009274874, 0.017886179, 0006139678, 0.008650519,
> 0.008504252, 0.012352168, 0.013822115, 0.005172883, 0.009406657) c(0,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.000262812, 0, 0,
> 0) c(0, 0, 0.000993049, 0.001853568, 0.000895255, 0, 0.000724638, 0, 0,
> 0, 0, 0, 0, 0.002529511, 0, 0, 0, 0.00050025, 0.000262812, 0,
> 0000816771, 0.001085384) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0.001266624, 0, 0.004065041, 0.00076746, 0.001384083, 0.00050025,
> 0.002890933, 0, 0.00544514, 0.000723589) c(0.073212748, 0.171663727,
> 0.090367428, 0.263670065, 0104744852, 0.225122349, 0.108695652,
> 0.12407211, 0.122596154, 0.045643154, 0.110134739, 0.128751753,
> 0.205826472, 0.172849916, 0.232520325, 0.243284728, 0.223875433,
> 0.218109055, 0.305387648, 0.182692308, 0.420909338, 0.234804631) c(0,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.000262812, 0, 0,
> 0) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.000262812,
> 0, 0, 0) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.000346021,
> 0, 0.000525624, 0, 0, 0) c(0.011197244, 0.000587889, 0.011916584,
> 0.02965709, 0.013428827, 0.030587276, 0.011594203, 0.036585366,
> 0.015224359, 0.008298755, 0.014059754, 0.04516129, 0.051931602,
> 0.073355818, 0.071544715, 0.138142748, 0.120069204, 0.211605803,
> 0.146649146, 0.269230769, 0.090661585, 0195730825) c(0, 0, 0, 0, 0, 0,
> 0, 0, 0, 0, 0, 0, 0.004433186, 0, 0.004878049, 0.004604758,
> 0.005190311, 0.003501751, 0.002365309, 0.003004808, 0.001633542, 0)
> c(0, 0, 0, 0, 0, 0, 0.000724638, 0, 0.000801282, 0, 0.000585823, 0,
> 0.000633312, 0, 0.000813008, 0, 0, 0, 0.000262812, 0, 0, 0) c(0, 0, 0,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.000633312, 0, 0, 0, 0.001038062, 0,
> 0.002102497, 0, 0.001361285, 0) c(0.074074074, 0.003527337,
> 0.055610725, 0.075069509, 0.06087735, 0.050570962, 0.139855072,
> 0.092258749, 0.241185897, 0.273858921, 0.246631517, 0.155960729,
> 0.178594047, 0.189713322, 0.152845528, 0.199539524, 0.069550173,
> 0.08004002, 0.055453351, 0.088341346, 0.017424449, 0.031476122) c(0, 0,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.000346021, 0, 0, 0, 0, 0)
> c(0.005167959, 0.007054674, 0.017874876, 0.013901761, 0.036705461,
> 0.032626427, 0.023188406, 0.022269353, 0.014423077, 0, 0.012888108,
> 0.01654979, 0.024065864, 0.010961214, 0.015447154, 0.007674597,
> 0.006228374, 0.008004002, 0.003679369, 0.001201923, 0.006806425,
> 0.002170767) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0, 0.000272257, 0) c(0.004306632, 0, 0.004965243, 0.000463392,
> 0.002685765, 0.00040783, 0.000724638, 0, 0.002403846, 0, 0.000585823,
> 0, 0.000633312, 0, 0.000813008, 0, 0.001730104, 0, 0.000262812, 0, 0,
> 0) c(0.000861326, 0.001763668, 0.000993049, 0, 0.007162041,
> 0.003262643, 0, 0.001060445, 0.006410256, 0, 0.004100762, 0.00112202,
> 0.006333122, 0.003372681, 0.000813008, 0.00076746, 0.001730104,
> 0.00150075, 0.00131406, 0.000600962, 0.001633542, 0.000723589)
> c(0.312661499, 0.029394474, 0.286991063, 0.053753475, 0.248880931,
> 0.039151713, 0.187681159, 0027041357, 0.140224359, 0.053941909,
> 0.132981839, 0.017952314, 0.111462951, 0.011804384, 0.080487805,
> 0.009976976, 0.09550173, 0.023511756, 0.073324573, 0.016826923,
> 0.062346855, 0.027496382) c(0, 0, 0.000993049, 0.000463392,
> 0.034019696, 0.04812398, 0.028985507, 0.029692471, 0.020032051,
> 0.020746888, 0.020503808, 0.016830295, 0.007599747, 0.003372681,
> 0.003252033, 0.003837299, 0.00449827, 0.005002501, 0.006833114,
> 0.006009615, 0.002994827, 0.008683068) c(0.037898363, 0.660199882,
> 0.053624628, 0.103336423, 0.115487914, 0.130097879, 0.087681159,
> 0.034464475, 0.048076923, 0.008298755, 0.038664323, 0.021318373,
> 0.029765674, 0.008431703, 0.017886179, 0.019953952, 0.01384083,
> 0.016508254, 0.026281209, 0.021634615, 0.022869589, 0.013748191) c(0,
> 0, 0.000993049, 0, 0, 0, 0.013768116, 0.00795334, 0.010416667, 0,
> 0.015817223, 0.015147265, 0.022165928, 0.017706577, 0.027642276,
> 0.007674597, 0.002768166, 0.00150075, 0.00131406, 0.002403846,
> 0.000544514, 0.000723589) c(0, 0, 0, 0, 0, 0, 0, 0, 0.001602564, 0,
> 0.001171646, 0, 0.004433186, 0, 0.004878049, 0, 0.000692042, 0, 0, 0,
> 0, 0.000361795) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.000633312,
> 0.00084317, 0, 0.001534919, 0.000346021, 0, 0.000525624, 0, 0, 0) c(0,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.000585823, 0, 0, 0, 0, 0, 0.001038062, 0,
> 0.000262812, 0, 0.000272257, 0) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0.001171646, 0.000841515, 0.001899937, 0.001686341, 0.004065041,
> 0.008442057, 0.002422145, 0.008004002, 0.003153745, 0.009014423,
> 0.004900626, 0005788712) c(0, 0.000587889, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0.000585823, 0, 0, 0, 0, 0, 0.001038062, 0, 0.000262812, 0,
> 0.000272257, 0) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0.000346021, 0, 0.001051248, 0, 0, 0)
> Chlorobi c(0.006890612, 0, 0.021847071, 0.002780352, 0.017905103,
> 0.003670473, 0.007246377, 0.002120891, 0.014423077, 0, 0.011130639,
> 0.00112202, 0.018366054, 0.005902192, 0.014634146, 0.005372218,
> 0.009342561, 0.012006003, 0009461235, 0.0078125, 0.005172883,
> 0.003256151) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0.000346021, 0, 0.001051248, 0, 0, 0) c(0, 0, 0, 0, 0, 0, 0, 0,
> 0.001602564, 0, 0.001171646, 0, 0.004433186, 0, 0.004878049, 0,
> 0.000692042, 0, 0, 0, 0, 0.000361795) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0, 0, 0.000633312, 0, 0, 0, 0, 0, 0.000262812, 0, 0, 0) c(0, 0, 0, 0,
> 0, 0, 0, 0, 0.001602564, 0, 0.001171646, 0, 0.004433186, 0,
> 0.004878049, 0, 0.000692042, 0, 0, 0, 0, 0.000361795) c(0.003445306, 0,
> 0.005958292, 0.001390176, 0.013428827, 0.005709625, 0.007971014,
> 0.021208908, 0.010416667, 0.01659751, 0.0152314, 0.042636746,
> 0.025965801, 0.037099494, 0.040650407, 0.049117421, 0.04567474,
> 0.053526763, 0.07043364, 0.060096154, 0.133405935, 0.097322721)
> c(0.037898363, 0.660199882, 0.053624628, 0.103336423, 0.115487914,
> 0.130097879, 0.087681159, 0.034464475, 0.048076923, 0.008298755,
> 0.038664323, 0021318373, 0.029765674, 0.008431703, 0.017886179,
> 0.019953952, 0.01384083, 0.016508254, 0.026281209, 0.021634615,
> 0.022869589, 0.013748191) c(0.004306632, 0, 0.004965243, 0.000463392,
> 0.002685765, 0.00040783, 0.000724638, 0, 0.002403846, 0, 0.000585823,
> 0, 0.000633312, 0, 0.000813008, 0, 0.001730104, 0, 0.000262812, 0, 0,
> 0) c(0.004306632, 0, 0.004965243, 0.000463392, 0.002685765, 0.00040783,
> 0.000724638, 0, 0.002403846, 0, 0.000585823, 0, 0.000633312, 0,
> 0.000813008, 0, 0.001730104, 0, 0.000262812, 0, 0, 0) c(0, 0, 0, 0, 0,
> 0, 0, 0, 0, 0, 0.001171646, 0.000841515, 0.001899937, 0.001686341,
> 0004065041, 0.008442057, 0.002422145, 0.008004002, 0.003153745,
> 0.009014423, 0.004900626, 0.005788712) c(0.004306632, 0, 0.002979146,
> 0.00695088, 0.009847807, 0.013866232, 0.012318841, 0.012195122,
> 0.007211538, 0, 0.008201523, 0.008695652, 0.003166561, 0.005059022,
> 0.012195122, 0.008442057, 0.002422145, 0.002001001, 0.006570302,
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> c(0.01205857, 0.005291005, 0.009930487, 0.020852641, 0.018800358,
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> 0.166083042, 0.098817346, 0.143028846, 0.080588075, 0.227206946)
> c(0.312661499, 0.029394474, 0.286991063, 0.053753475, 0.248880931,
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> 0.007674597, 0.002768166, 0.00150075, 0.00131406, 0.002403846,
> 0.000544514, 0.000723589) c(0, 0, 0, 0, 0.000895255, 0, 0, 0, 0, 0, 0,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0.000633312, 0, 0, 0, 0.001038062, 0, 0.002102497, 0, 0.001361285, 0)
> c(0, 0, 0, 0, 0, 0, 0, 0, 0.001602564, 0, 0.001171646, 0, 0.004433186,
> 0, 0.004878049, 0, 0.000692042, 0, 0, 0, 0, 0.000361795) c(0.004306632,
> 0, 0.002979146, 0.00695088, 0.009847807, 0.013866232, 0.012318841,
> 0.012195122, 0.007211538, 0, 0.008201523, 0.008695652, 0.003166561,
> 0.005059022, 0.012195122, 0008442057, 0.002422145, 0.002001001,
> 0.006570302, 0.004807692, 0.00272257, 0.002532562) c(0, 0, 0, 0, 0, 0,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.000346021, 0, 0.000525624, 0,
> 0.001905799, 0) c(0.01205857, 0.005291005, 0.009930487, 0.020852641,
> 0.018800358, 0.04730832, 0.020289855, 0.041887593, 0.006410256,
> 0.029045643, 0.018746339, 0.023562412, 0.014566181, 0.021079258,
> 0.014634146, 0.016116654, 0.012110727, 0.017008504, 0.013140604,
> 0.018629808, 0.004628369, 0.013748191) c(0.006890612, 0, 0.021847071,
> 0.002780352, 0.017905103, 0.003670473, 0.007246377, 0.002120891,
> 0.014423077, 0, 0.011130639, 0.00112202, 0.018366054, 0.005902192,
> 0.014634146, 0.005372218, 0.009342561, 0.012006003, 0.009461235,
> 0.0078125, 0.005172883, 0.003256151) c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0, 0, 0, 0, 0, 0.000346021, 0, 0, 0, 0, 0) c(0, 0, 0, 0, 0, 0, 0, 0, 0,
> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.000262812, 0, 0, 0) c(0, 0, 0, 0, 0, 0, 0,
> 0, 0, 0, 0.000585823, 0.00056101, 0.003799873, 0, 0.001626016,
> 0.001534919, 0.00449827, 0.004002001, 0.003153745, 0.006009615,
> 0.006806425, 0.002170767) c(0.103359173, 0.001175779, 0.084409136,
> 0.035217794, 0102059087, 0.063213703, 0.084782609, 0.02173913,
> 0.088942308, 0.053941909, 0.093731693, 0.027769986, 0.083597213,
> 0.018549747, 0.068292683, 0.019953952, 0.044290657, 0.019009505,
> 0.043626807, 0.021634615, 0.043288865, 0.026410999)
> 
> How can I seperate each c() for each species per site. I want an output
> each site to be rows and each species to be column repeated 100 times.
> 
> Thank you very much,
> 
> ?zg?l

R help - Mar 2013 - write random sampling as table output

[R] write random sampling as table output

[R] write random sampling as table output