df_to_pw_mat: Convert an edge-list data.frame into a pairwise matrix

Description Usage Arguments Details Value Author(s) Examples

View source: R/df_to_pw_mat.R

Description

The function converts an edge-list data.frame into a symmetric pairwise matrix

Usage

1
df_to_pw_mat(data, from, to, value)

Arguments

data

An object of class data.frame

from

A character string indicating the name of the column with the ID of the origins

to

A character string indicating the name of the column with the ID of the arrivals

value

A character string indicating the name of the column with the values corresponding to each pair

Details

The matrix is a symmetric matrix. Be careful, you shall not provide a data.frame with different values corresponding to the pair 1-2 and 2-1 as an example. Ideally, for a complete matrix, data should have n(n-1)/2 rows if values are computed between n objects.

Value

A pairwise matrix

Author(s)

P. Savary

Examples

 1
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 3
 4
 5
 6
 7
 8
 9
10
11
data(pts_pop_simul)
suppressWarnings(mat_geo <- mat_geo_dist(pts_pop_simul,
                 ID = "ID",
                 x = "x",
                y = "y"))
g <- gen_graph_topo(mat_w = mat_geo,
                    mat_topo = mat_geo,
                    topo = "comp")
df <- data.frame(igraph::as_edgelist(g))
df$w <- igraph::E(g)$weight
df_to_pw_mat(df, from = "X1", to = "X2", value = "w")

Example output

Welcome to 'graph4lg' package. Let's do landscape genetics analysis with graphs
Coordinates were treated as projected coordinates. Check whether
              it is the case.
           1         2         3         4         5         6         7
1      0.000  3140.064 18555.862  7605.919  4810.405 10735.455 16760.072
2   3140.064     0.000 15417.522 10278.619  6248.200  7769.813 13670.406
3  18555.862 15417.522     0.000 25128.669 20209.404  8973.851  3828.838
4   7605.919 10278.619 25128.669     0.000  5080.354 16430.460 22663.848
5   4810.405  6248.200 20209.404  5080.354     0.000 11400.439 17618.172
6  10735.455  7769.813  8973.851 16430.460 11400.439     0.000  6239.391
7  16760.072 13670.406  3828.838 22663.848 17618.172  6239.391     0.000
8  17898.603 20736.924 35544.339 10492.378 15339.492 26718.720 32901.368
9   8919.641 10955.364 24758.837  3080.584  4785.394 15826.876 21938.551
10 25292.687 28018.922 42415.563 17745.140 22291.254 33475.513 39534.542
11 15033.296 17226.143 30705.048  7780.103 11053.506 21731.314 27668.394
12 20465.825 22999.348 37009.864 12863.126 17046.114 28044.607 34040.123
13 13354.400 11189.281 12665.702 16611.141 11733.712  5824.946  8930.845
14 14244.297 12955.308 17195.930 15275.143 11121.151  9841.240 13440.238
15 14665.947 14028.899 20220.040 14071.958 10733.592 12420.145 16502.424
16 14749.237 15153.877 24323.240 11610.771 10049.876 15867.262 20750.904
17 18164.801 16446.884 16763.055 19693.908 15438.264 11452.947 12952.992
18 20756.204 22489.998 34350.255 14043.148 16264.071 25536.053 30945.759
19 25109.759 22486.440 13917.615 28756.391 23914.013 15008.331 11456.003
20 23266.500 25197.817 37438.616 16182.089 18949.670 28587.060 34064.204
21 29435.013 31761.612 44905.456 21900.913 25603.125 35968.458 41648.049
22 18801.064 18528.357 24498.980 16692.813 14425.672 17084.789 20706.038
23 26683.328 24388.932 18039.956 29213.867 24698.583 17489.711 15155.857
24 29880.428 31693.848 43204.166 22865.913 25459.379 34523.181 39678.962
25 26223.081 27520.356 37588.961 20113.677 21498.139 29206.164 33940.094
26 25181.342 25789.921 33635.993 20508.779 20384.308 25869.867 29861.011
27 29087.798 27197.794 22999.565 30334.963 26330.970 21100.948 19836.330
28 26570.661 25339.692 25325.086 26181.864 22957.787 20886.599 21670.718
29 37267.815 39156.736 50614.721 30101.495 32913.979 41986.903 47048.592
30 28280.382 28588.109 34941.379 24120.738 23542.302 27762.745 31117.841
31 32937.061 34114.073 43265.344 26886.800 28181.022 35224.139 39520.248
32 31372.918 31986.247 39174.737 26448.629 26570.661 31760.510 35359.864
33 35710.223 33811.241 28504.386 36748.469 32880.389 27548.684 25678.006
34 31815.877 31834.729 36620.350 28160.256 27173.701 30142.329 32800.152
35 35652.349 36374.304 43629.921 30401.645 30842.341 36260.447 39810.175
36 34185.523 33254.323 33464.160 32695.565 30179.629 29198.630 29883.942
37 42092.517 43407.373 52586.880 35689.915 37387.164 44622.976 48820.078
38 47731.960 49120.261 58372.082 41173.414 43059.029 50422.713 54599.634
39 44644.821 45611.621 53317.539 38801.160 39850.972 45883.875 49497.677
40 41521.320 40696.437 40668.661 39560.207 37380.744 36697.275 37170.418
41 47553.023 48656.038 56786.002 41447.798 42785.628 49221.540 52972.918
42 45429.726 44147.480 41440.319 44542.676 41713.787 39048.303 38302.480
43 51400.875 52677.225 61368.151 44989.777 46685.437 53630.215 57568.134
44 44367.668 44381.190 48076.710 40412.374 39702.015 42302.719 44319.860
45 45342.475 45554.802 50068.154 40948.871 40607.881 43938.252 46279.585
46 51884.487 52959.041 60817.103 45793.558 47111.994 53382.113 56995.614
47 54416.633 55665.519 64155.202 48030.823 49692.756 56505.221 60346.417
48 47910.124 46820.935 44964.208 46479.781 43984.088 42111.875 41725.292
49 49521.914 50139.406 56184.873 44266.579 44714.651 49443.402 52362.200
50 48171.776 47295.877 46519.243 46204.004 44050.199 43061.468 43145.568
           8         9        10        11        12        13        14
1  17898.603  8919.641 25292.687 15033.296 20465.825 13354.400 14244.297
2  20736.924 10955.364 28018.922 17226.143 22999.348 11189.281 12955.308
3  35544.339 24758.837 42415.563 30705.048 37009.864 12665.702 17195.930
4  10492.378  3080.584 17745.140  7780.103 12863.126 16611.141 15275.143
5  15339.492  4785.394 22291.254 11053.506 17046.114 11733.712 11121.151
6  26718.720 15826.876 33475.513 21731.314 28044.607  5824.946  9841.240
7  32901.368 21938.551 39534.542 27668.394 34040.123  8930.845 13440.238
8      0.000 11045.361  7547.185  7000.000  4570.558 25929.520 23402.991
9  11045.361     0.000 17656.727  6276.942 12308.127 14964.625 12965.338
10  7547.185 17656.727     0.000 12001.667  5622.277 31907.679 28739.172
11  7000.000  6276.942 12001.667     0.000  6407.027 19906.280 16867.128
12  4570.558 12308.127  5622.277  6407.027     0.000 26300.760 23122.500
13 25929.520 14964.625 31907.679 19906.280 26300.760     0.000  4534.314
14 23402.991 12965.338 28739.172 16867.128 23122.500  4534.314     0.000
15 21162.467 11386.395 26064.727 14389.232 20478.281  7571.658  3138.471
16 16843.396  8561.542 21272.047  9888.377 15728.001 11961.605  7891.768
17 27631.866 17364.331 32633.725 20938.959 27051.248  5700.877  4420.407
18 11200.893 11860.017 12179.491  6525.335  7621.680 22365.151 18414.125
19 37652.357 26909.106 43024.877 31184.932 37417.242 12180.312 14317.821
20 11128.791 14354.442 10111.874  8405.355  6791.171 25515.681 21569.655
21 13345.411 20825.465  7333.485 14549.914  9269.844 33261.389 29421.081
22 21681.328 13685.028 25329.824 14681.962 19992.248 11880.236  7366.139
23 37264.997 26994.073 42011.903 30501.148 36484.106 13330.416 14029.255
24 16868.906 20960.916 13050.670 15090.394 12298.374 30884.624 26631.185
25 17397.988 17586.643 16462.381 12940.247 13285.330 25030.581 20616.741
26 20888.753 17548.219 21667.026 14876.155 17500.000 20978.084 16443.844
27 37217.469 27762.205 41132.226 30253.925 35794.553 16046.183 15211.837
28 31734.524 23321.235 34972.561 24738.634 29823.648 15116.216 12397.580
29 22939.268 28355.070 17296.531 22333.159 18514.859 38199.607 33863.993
30 24821.362 21102.133 25316.003 18785.633 21358.137 22458.851 18000.000
31 23330.881 24358.366 20742.469 19600.255 18906.084 30601.471 26080.069
32 25431.083 23561.409 24602.845 20189.601 21469.280 26611.276 22107.012
33 43105.684 34083.720 46469.130 36106.786 41317.430 22643.321 21762.353
34 29204.281 25105.577 29531.170 23119.905 25711.087 24546.487 20305.910
35 28309.892 27605.253 26394.128 23713.498 24060.756 31092.282 26595.676
36 36426.501 29669.681 38184.945 29660.243 33660.957 23403.632 20335.437
37 30563.050 33354.160 26123.170 28100.178 25992.499 39922.425 35390.959
38 35398.588 38934.047 30259.213 33496.567 30852.066 45709.518 41176.692
39 34857.424 36213.810 31112.698 31529.669 30323.753 40770.823 36265.962
40 42245.236 36494.657 43020.228 35762.830 39021.661 30909.545 27811.508
41 36783.828 38972.426 32418.667 33994.853 32215.835 44198.756 39679.340
42 48398.554 41550.211 49814.255 41664.613 45501.319 33517.160 31241.639
43 39462.007 42669.075 34378.627 37366.429 34907.019 48738.178 44206.900
44 40028.115 37401.203 38686.561 34671.746 35994.722 36569.523 32544.278
45 39775.621 37996.052 37869.513 34804.885 35583.283 38281.588 34115.686
46 41001.951 43316.971 36404.945 38330.145 36431.442 48277.738 43773.280
47 42475.993 45699.125 37297.319 40412.003 37925.453 51548.521 47022.654
48 49563.091 43438.462 50390.674 43011.859 46387.606 36466.423 33866.207
49 41314.646 41498.193 38046.550 37371.915 36849.016 43987.726 39622.721
50 48573.244 43134.209 48914.619 42217.058 45180.637 37316.216 34377.027
          15        16        17        18        19        20        21
1  14665.947 14749.237 18164.801 20756.204 25109.759 23266.500 29435.013
2  14028.899 15153.877 16446.884 22489.998 22486.440 25197.817 31761.612
3  20220.040 24323.240 16763.055 34350.255 13917.615 37438.616 44905.456
4  14071.958 11610.771 19693.908 14043.148 28756.391 16182.089 21900.913
5  10733.592 10049.876 15438.264 16264.071 23914.013 18949.670 25603.125
6  12420.145 15867.262 11452.947 25536.053 15008.331 28587.060 35968.458
7  16502.424 20750.904 12952.992 30945.759 11456.003 34064.204 41648.049
8  21162.467 16843.396 27631.866 11200.893 37652.357 11128.791 13345.411
9  11386.395  8561.542 17364.331 11860.017 26909.106 14354.442 20825.465
10 26064.727 21272.047 32633.725 12179.491 43024.877 10111.874  7333.485
11 14389.232  9888.377 20938.959  6525.335 31184.932  8405.355 14549.914
12 20478.281 15728.001 27051.248  7621.680 37417.242  6791.171  9269.844
13  7571.658 11961.605  5700.877 22365.151 12180.312 25515.681 33261.389
14  3138.471  7891.768  4420.407 18414.125 14317.821 21569.655 29421.081
15     0.000  4900.000  6573.431 15383.433 16995.588 18531.055 26409.279
16  4900.000     0.000 11399.123 10522.357 21874.186 13678.085 21534.159
17  6573.431 11399.123     0.000 21700.230 10504.285 24809.877 32712.383
18 15383.433 10522.357 21700.230     0.000 32200.621  3157.531 11029.053
19 16995.588 21874.186 10504.285 32200.621     0.000 35302.266 43204.166
20 18531.055 13678.085 24809.877  3157.531 35302.266     0.000  7902.531
21 26409.279 21534.159 32712.383 11029.053 43204.166  7902.531     0.000
22  4742.362  5186.521  8854.377 13571.293 19064.627 16533.905 24374.167
23 16118.623 20756.204  9660.228 30603.595  4518.849 33604.315 41448.040
24 23497.447 18936.209 29264.313  9209.777 39542.635  6685.058  6700.746
25 17488.854 13340.540 22872.910  6503.076 33006.817  6574.192 12211.879
26 13505.925 10645.187 17844.327  9881.295 27528.167 11574.541 18277.855
27 16389.326 20374.494 10955.364 29220.541  9838.699 32021.399 39657.030
28 12254.387 15134.728  9433.981 22875.751 14508.618 25528.220 33013.028
29 30725.885 26300.760 36216.709 16696.407 46283.582 14001.428  9982.485
30 15383.433 13536.617 18476.472 13759.360 27294.688 15206.906 21335.417
31 23051.247 19467.152 27600.181 13081.667 37104.851 12206.556 14590.750
32 19340.372 16834.488 22821.481 14261.837 31668.912 14803.040 19548.913
33 22703.524 26330.970 17564.168 34351.710 14649.232 36938.462 44271.887
34 18089.223 17129.215 19865.800 18127.603 27457.786 19448.907 25144.582
35 23840.302 21242.646 27182.531 17423.260 35714.563 17269.627 20424.740
36 19535.097 21114.213 17749.648 26126.806 21520.455 28140.007 34685.011
37 32398.920 28872.132 36645.600 21651.790 45720.017 19955.200 18885.974
38 38193.324 34662.372 42352.096 27138.902 51253.488 25200.992 22925.968
39 33470.136 30602.287 36839.110 25005.999 45082.369 23864.828 24047.037
40 26856.098 27955.679 25244.801 31400.637 28094.128 32920.662 38544.001
41 36830.694 33769.957 40383.289 27485.451 48728.329 26024.988 25164.459
42 30980.801 33024.839 27865.750 37910.421 27853.905 39708.060 45731.827
43 41295.278 38001.710 45089.799 30947.213 53593.376 29135.889 27045.332
44 30539.483 29652.150 31440.261 28864.684 37179.699 29249.615 32756.221
45 31918.803 30594.117 33339.766 28738.824 39598.990 28793.923 31605.696
46 40971.820 38025.518 44303.047 31824.833 52342.144 30320.455 29100.172
47 44141.817 40933.727 47783.365 33988.969 56088.591 32181.050 29968.150
48 33303.003 34876.926 30771.740 38765.964 31539.182 40294.044 45815.718
49 37112.936 34985.711 39434.249 30927.011 46490.429 30201.490 31100.482
50 33505.970 34606.647 31622.777 37583.241 33415.266 38881.487 43985.679
          22        23        24        25        26        27        28
1  18801.064 26683.328 29880.428 26223.081 25181.342 29087.798 26570.661
2  18528.357 24388.932 31693.848 27520.356 25789.921 27197.794 25339.692
3  24498.980 18039.956 43204.166 37588.961 33635.993 22999.565 25325.086
4  16692.813 29213.867 22865.913 20113.677 20508.779 30334.963 26181.864
5  14425.672 24698.583 25459.379 21498.139 20384.308 26330.970 22957.787
6  17084.789 17489.711 34523.181 29206.164 25869.867 21100.948 20886.599
7  20706.038 15155.857 39678.962 33940.094 29861.011 19836.330 21670.718
8  21681.328 37264.997 16868.906 17397.988 20888.753 37217.469 31734.524
9  13685.028 26994.073 20960.916 17586.643 17548.219 27762.205 23321.235
10 25329.824 42011.903 13050.670 16462.381 21667.026 41132.226 34972.561
11 14681.962 30501.148 15090.394 12940.247 14876.155 30253.925 24738.634
12 19992.248 36484.106 12298.374 13285.330 17500.000 35794.553 29823.648
13 11880.236 13330.416 30884.624 25030.581 20978.084 16046.183 15116.216
14  7366.139 14029.255 26631.185 20616.741 16443.844 15211.837 12397.580
15  4742.362 16118.623 23497.447 17488.854 13505.925 16389.326 12254.387
16  5186.521 20756.204 18936.209 13340.540 10645.187 20374.494 15134.728
17  8854.377  9660.228 29264.313 22872.910 17844.327 10955.364  9433.981
18 13571.293 30603.595  9209.777  6503.076  9881.295 29220.541 22875.751
19 19064.627  4518.849 39542.635 33006.817 27528.167  9838.699 14508.618
20 16533.905 33604.315  6685.058  6574.192 11574.541 32021.399 25528.220
21 24374.167 41448.040  6700.746 12211.879 18277.855 39657.030 33013.028
22     0.000 17075.128 20484.140 14024.621  9183.681 15809.491 10065.784
23 17075.128     0.000 37243.523 30579.241 24777.813  5323.533 10647.065
24 20484.140 37243.523     0.000  6711.930 12841.339 34820.971 27983.567
25 14024.621 30579.241  6711.930     0.000  6184.658 28111.386 21284.971
26  9183.681 24777.813 12841.339  6184.658     0.000 22022.716 15155.857
27 15809.491  5323.533 34820.971 28111.386 22022.716     0.000  6906.519
28 10065.784 10647.065 27983.567 21284.971 15155.857  6906.519     0.000
29 27365.124 43656.958  7500.000 13345.411 18879.883 40731.437 33824.991
30 10678.015 24035.391 15321.227  9152.595  3939.543 20565.019 13694.524
31 18921.152 34077.118  7907.591  6777.905  9761.660 30735.810 23858.122
32 14741.099 28339.725 13020.753  8229.824  6203.225 24671.441 17875.682
33 21440.616 10523.307 38885.730 32285.136 26101.341  6624.198 11500.435
34 13380.957 23711.811 18816.216 13159.027  8319.255 19514.354 13064.838
35 19231.485 32186.488 13730.623 10955.364 10600.472 28181.022 21577.998
36 16007.811 17118.703 28664.438 22475.765 16589.454 11950.314  8336.066
37 28140.007 42359.651 13694.524 15893.709 18962.067 38488.440 31813.519
38 33907.226 47772.168 18668.155 21602.083 24738.634 43710.411 37161.539
39 28899.827 41357.466 18227.452 18690.372 20064.396 37010.539 30712.213
40 23016.950 23583.469 32062.751 26662.521 21523.011 18260.340 15814.550
41 32318.571 45020.107 19933.138 21385.977 23354.015 40676.898 34373.973
42 27865.750 23461.032 39361.148 33671.501 28151.732 18469.434 18860.011
43 36870.178 49923.642 22675.317 25187.298 27789.386 45609.758 39276.583
44 25881.461 32884.191 26071.632 22709.469 19964.218 27809.531 22982.820
45 27197.426 35378.242 24999.600 22377.891 20447.983 30396.052 25240.048
46 36407.142 48505.670 24133.794 25730.332 27540.879 43982.951 37889.312
47 39670.266 52330.966 25709.337 28196.454 30641.312 47896.660 41692.325
48 29810.401 27091.327 39277.729 34011.910 28892.213 21967.248 21496.511
49 32385.491 42401.179 25037.971 24438.699 24368.012 37571.266 31999.062
50 29686.361 28911.589 37362.013 32457.511 27718.947 23654.598 22203.603
          29        30        31        32        33        34        35
1  37267.815 28280.382 32937.061 31372.918 35710.223 31815.877 35652.349
2  39156.736 28588.109 34114.073 31986.247 33811.241 31834.729 36374.304
3  50614.721 34941.379 43265.344 39174.737 28504.386 36620.350 43629.921
4  30101.495 24120.738 26886.800 26448.629 36748.469 28160.256 30401.645
5  32913.979 23542.302 28181.022 26570.661 32880.389 27173.701 30842.341
6  41986.903 27762.745 35224.139 31760.510 27548.684 30142.329 36260.447
7  47048.592 31117.841 39520.248 35359.864 25678.006 32800.152 39810.175
8  22939.268 24821.362 23330.881 25431.083 43105.684 29204.281 28309.892
9  28355.070 21102.133 24358.366 23561.409 34083.720 25105.577 27605.253
10 17296.531 25316.003 20742.469 24602.845 46469.130 29531.170 26394.128
11 22333.159 18785.633 19600.255 20189.601 36106.786 23119.905 23713.498
12 18514.859 21358.137 18906.084 21469.280 41317.430 25711.087 24060.756
13 38199.607 22458.851 30601.471 26611.276 22643.321 24546.487 31092.282
14 33863.993 18000.000 26080.069 22107.012 21762.353 20305.910 26595.676
15 30725.885 15383.433 23051.247 19340.372 22703.524 18089.223 23840.302
16 26300.760 13536.617 19467.152 16834.488 26330.970 17129.215 21242.646
17 36216.709 18476.472 27600.181 22821.481 17564.168 19865.800 27182.531
18 16696.407 13759.360 13081.667 14261.837 34351.710 18127.603 17423.260
19 46283.582 27294.688 37104.851 31668.912 14649.232 27457.786 35714.563
20 14001.428 15206.906 12206.556 14803.040 36938.462 19448.907 17269.627
21  9982.485 21335.417 14590.750 19548.913 44271.887 25144.582 20424.740
22 27365.124 10678.015 18921.152 14741.099 21440.616 13380.957 19231.485
23 43656.958 24035.391 34077.118 28339.725 10523.307 23711.811 32186.488
24  7500.000 15321.227  7907.591 13020.753 38885.730 18816.216 13730.623
25 13345.411  9152.595  6777.905  8229.824 32285.136 13159.027 10955.364
26 18879.883  3939.543  9761.660  6203.225 26101.341  8319.255 10600.472
27 40731.437 20565.019 30735.810 24671.441  6624.198 19514.354 28181.022
28 33824.991 13694.524 23858.122 17875.682 11500.435 13064.838 21577.998
29     0.000 20324.616 10434.558 16807.439 44100.454 22831.995 15384.408
30 20324.616     0.000 10171.037  4390.900 23815.961  4382.921  8711.487
31 10434.558 10171.037     0.000  6378.871 33759.295 12397.580  5841.233
32 16807.439  4390.900  6378.871     0.000 27418.242  6044.005  4500.000
33 44100.454 23815.961 33759.295 27418.242     0.000 21611.340 30212.084
34 22831.995  4382.921 12397.580  6044.005 21611.340     0.000  8709.765
35 15384.408  8711.487  5841.233  4500.000 30212.084  8709.765     0.000
36 33028.775 13371.986 22594.247 16227.446 11910.080 10198.039 18500.270
37  9730.879 18427.154  9406.912 14052.758 40485.553 19046.522 10336.827
38 13009.612 24013.330 15202.960 19622.436 45263.672 24196.074 15586.212
39 15384.733 18389.671 11936.918 14159.802 38103.281 17650.212  9687.621
40 34999.571 17723.431 24894.377 19042.059 15749.286 13505.925 19630.843
41 15741.029 21910.043 14623.953 17613.915 41704.316 21310.092 13200.758
42 42556.433 24557.687 32378.542 26376.505 13483.323 20587.618 27204.595
43 17123.668 26620.481 18580.097 22270.384 46620.275 26212.211 17949.373
44 26671.708 16300.000 18166.453 14603.082 26992.036 12560.255 12349.089
45 24821.966 17065.755 17139.720 14621.901 29875.073 13835.100 11543.396
46 19403.350 25880.108 18964.440 21667.026 44537.849 24888.752 17189.823
47 20010.497 29308.190 21554.118 24997.000 48605.452 28641.927 20601.456
48 41795.813 25099.004 31923.189 26273.180 17363.179 20865.522 26431.988
49 22584.287 21741.205 18000.278 18164.801 37395.722 19568.597 13901.439
50 39400.127 23824.777 29798.154 24472.433 19726.632 19473.315 24144.772
          36        37        38        39        40        41        42
1  34185.523 42092.517 47731.960 44644.821 41521.320 47553.023 45429.726
2  33254.323 43407.373 49120.261 45611.621 40696.437 48656.038 44147.480
3  33464.160 52586.880 58372.082 53317.539 40668.661 56786.002 41440.319
4  32695.565 35689.915 41173.414 38801.160 39560.207 41447.798 44542.676
5  30179.629 37387.164 43059.029 39850.972 37380.744 42785.628 41713.787
6  29198.630 44622.976 50422.713 45883.875 36697.275 49221.540 39048.303
7  29883.942 48820.078 54599.634 49497.677 37170.418 52972.918 38302.480
8  36426.501 30563.050 35398.588 34857.424 42245.236 36783.828 48398.554
9  29669.681 33354.160 38934.047 36213.810 36494.657 38972.426 41550.211
10 38184.945 26123.170 30259.213 31112.698 43020.228 32418.667 49814.255
11 29660.243 28100.178 33496.567 31529.669 35762.830 33994.853 41664.613
12 33660.957 25992.499 30852.066 30323.753 39021.661 32215.835 45501.319
13 23403.632 39922.425 45709.518 40770.823 30909.545 44198.756 33517.160
14 20335.437 35390.959 41176.692 36265.962 27811.508 39679.340 31241.639
15 19535.097 32398.920 38193.324 33470.136 26856.098 36830.694 30980.801
16 21114.213 28872.132 34662.372 30602.287 27955.679 33769.957 33024.839
17 17749.648 36645.600 42352.096 36839.110 25244.801 40383.289 27865.750
18 26126.806 21651.790 27138.902 25005.999 31400.637 27485.451 37910.421
19 21520.455 45720.017 51253.488 45082.369 28094.128 48728.329 27853.905
20 28140.007 19955.200 25200.992 23864.828 32920.662 26024.988 39708.060
21 34685.011 18885.974 22925.968 24047.037 38544.001 25164.459 45731.827
22 16007.811 28140.007 33907.226 28899.827 23016.950 32318.571 27865.750
23 17118.703 42359.651 47772.168 41357.466 23583.469 45020.107 23461.032
24 28664.438 13694.524 18668.155 18227.452 32062.751 19933.138 39361.148
25 22475.765 15893.709 21602.083 18690.372 26662.521 21385.977 33671.501
26 16589.454 18962.067 24738.634 20064.396 21523.011 23354.015 28151.732
27 11950.314 38488.440 43710.411 37010.539 18260.340 40676.898 18469.434
28  8336.066 31813.519 37161.539 30712.213 15814.550 34373.973 18860.011
29 33028.775  9730.879 13009.612 15384.733 34999.571 15741.029 42556.433
30 13371.986 18427.154 24013.330 18389.671 17723.431 21910.043 24557.687
31 22594.247  9406.912 15202.960 11936.918 24894.377 14623.953 32378.542
32 16227.446 14052.758 19622.436 14159.802 19042.059 17613.915 26376.505
33 11910.080 40485.553 45263.672 38103.281 15749.286 41704.316 13483.323
34 10198.039 19046.522 24196.074 17650.212 13505.925 21310.092 20587.618
35 18500.270 10336.827 15586.212  9687.621 19630.843 13200.758 27204.595
36     0.000 28676.994 33362.404 26197.901  7510.659 29808.053 12010.412
37 28676.994     0.000  5800.000  5742.822 28712.367  6300.000 36249.138
38 33362.404  5800.000     0.000  7532.596 32430.233  4788.528 39781.905
39 26197.901  5742.822  7532.596     0.000 24909.837  3667.424 32249.341
40  7510.659 28712.367 32430.233 24909.837     0.000 28214.358  7589.466
41 29808.053  6300.000  4788.528  3667.424 28214.358     0.000 35431.765
42 12010.412 36249.138 39781.905 32249.341  7589.466 35431.765     0.000
43 34731.542  9315.042  4119.466  8600.581 32910.940  4939.636 40001.125
44 15879.547 18559.364 21239.821 13778.607 11957.006 16720.048 18806.648
45 18542.114 16198.765 18435.835 11086.027 14990.664 13827.870 21822.924
46 32739.120 10439.349  6777.905  7507.330 30298.845  4346.263 37184.136
47 36774.448 12347.064  7083.078 11011.358 34441.980  7402.702 41316.462
48 13819.190 34785.054 37852.873 30360.830  7375.636 33333.017  4000.000
49 25879.142 12899.612 12814.055  7201.389 22558.369  8060.397 29198.630
50 14043.148 31995.312 34808.332 27364.210  6670.832 30223.335  7021.396
          43        44        45        46        47        48        49
1  51400.875 44367.668 45342.475 51884.487 54416.633 47910.124 49521.914
2  52677.225 44381.190 45554.802 52959.041 55665.519 46820.935 50139.406
3  61368.151 48076.710 50068.154 60817.103 64155.202 44964.208 56184.873
4  44989.777 40412.374 40948.871 45793.558 48030.823 46479.781 44266.579
5  46685.437 39702.015 40607.881 47111.994 49692.756 43984.088 44714.651
6  53630.215 42302.719 43938.252 53382.113 56505.221 42111.875 49443.402
7  57568.134 44319.860 46279.585 56995.614 60346.417 41725.292 52362.200
8  39462.007 40028.115 39775.621 41001.951 42475.993 49563.091 41314.646
9  42669.075 37401.203 37996.052 43316.971 45699.125 43438.462 41498.193
10 34378.627 38686.561 37869.513 36404.945 37297.319 50390.674 38046.550
11 37366.429 34671.746 34804.885 38330.145 40412.003 43011.859 37371.915
12 34907.019 35994.722 35583.283 36431.442 37925.453 46387.606 36849.016
13 48738.178 36569.523 38281.588 48277.738 51548.521 36466.423 43987.726
14 44206.900 32544.278 34115.686 43773.280 47022.654 33866.207 39622.721
15 41295.278 30539.483 31918.803 40971.820 44141.817 33303.003 37112.936
16 38001.710 29652.150 30594.117 38025.518 40933.727 34876.926 34985.711
17 45089.799 31440.261 33339.766 44303.047 47783.365 30771.740 39434.249
18 30947.213 28864.684 28738.824 31824.833 33988.969 38765.964 30927.011
19 53593.376 37179.699 39598.990 52342.144 56088.591 31539.182 46490.429
20 29135.889 29249.615 28793.923 30320.455 32181.050 40294.044 30201.490
21 27045.332 32756.221 31605.696 29100.172 29968.150 45815.718 31100.482
22 36870.178 25881.461 27197.426 36407.142 39670.266 29810.401 32385.491
23 49923.642 32884.191 35378.242 48505.670 52330.966 27091.327 42401.179
24 22675.317 26071.632 24999.600 24133.794 25709.337 39277.729 25037.971
25 25187.298 22709.469 22377.891 25730.332 28196.454 34011.910 24438.699
26 27789.386 19964.218 20447.983 27540.879 30641.312 28892.213 24368.012
27 45609.758 27809.531 30396.052 43982.951 47896.660 21967.248 37571.266
28 39276.583 22982.820 25240.048 37889.312 41692.325 21496.511 31999.062
29 17123.668 26671.708 24821.966 19403.350 20010.497 41795.813 22584.287
30 26620.481 16300.000 17065.755 25880.108 29308.190 25099.004 21741.205
31 18580.097 18166.453 17139.720 18964.440 21554.118 31923.189 18000.278
32 22270.384 14603.082 14621.901 21667.026 24997.000 26273.180 18164.801
33 46620.275 26992.036 29875.073 44537.849 48605.452 17363.179 37395.722
34 26212.211 12560.255 13835.100 24888.752 28641.927 20865.522 19568.597
35 17949.373 12349.089 11543.396 17189.823 20601.456 26431.988 13901.439
36 34731.542 15879.547 18542.114 32739.120 36774.448 13819.190 25879.142
37  9315.042 18559.364 16198.765 10439.349 12347.064 34785.054 12899.612
38  4119.466 21239.821 18435.835  6777.905  7083.078 37852.873 12814.055
39  8600.581 13778.607 11086.027  7507.330 11011.358 30360.830  7201.389
40 32910.940 11957.006 14990.664 30298.845 34441.980  7375.636 22558.369
41  4939.636 16720.048 13827.870  4346.263  7402.702 33333.017  8060.397
42 40001.125 18806.648 21822.924 37184.136 41316.462  4000.000 29198.630
43     0.000 21200.943 18213.457  3640.055  3046.309 37711.669 11428.473
44 21200.943     0.000  3041.381 18408.965 22550.388 16620.770 10604.244
45 18213.457  3041.381     0.000 15373.354 19513.329 19524.344  7589.466
46  3640.055 18408.965 15373.354     0.000  4143.670 34707.060  8149.847
47  3046.309 22550.388 19513.329  4143.670     0.000 38800.129 12203.688
48 37711.669 16620.770 19524.344 34707.060 38800.129     0.000 26600.752
49 11428.473 10604.244  7589.466  8149.847 12203.688 26600.752     0.000
50 34509.854 13585.654 16395.731 31440.738 35514.082  3420.526 23310.513
          50
1  48171.776
2  47295.877
3  46519.243
4  46204.004
5  44050.199
6  43061.468
7  43145.568
8  48573.244
9  43134.209
10 48914.619
11 42217.058
12 45180.637
13 37316.216
14 34377.027
15 33505.970
16 34606.647
17 31622.777
18 37583.241
19 33415.266
20 38881.487
21 43985.679
22 29686.361
23 28911.589
24 37362.013
25 32457.511
26 27718.947
27 23654.598
28 22203.603
29 39400.127
30 23824.777
31 29798.154
32 24472.433
33 19726.632
34 19473.315
35 24144.772
36 14043.148
37 31995.312
38 34808.332
39 27364.210
40  6670.832
41 30223.335
42  7021.396
43 34509.854
44 13585.654
45 16395.731
46 31440.738
47 35514.082
48  3420.526
49 23310.513
50     0.000

graph4lg documentation built on March 16, 2021, 5:09 p.m.