An S4 class that gathers information on multiple objects of types
spflow_network-class() and spflow_network_pair-class().
Its purpose is to ensure that the identification between the nodes that
serve as origins or destinations, and the OD-pairs is consistent
(similar to relational data bases).
# S4 method for spflow_network_multi
id(object)
# S4 method for spflow_network_multi
complete_pairs(object, ids_spflow_pairs = id(object)[["pairs"]])
# S4 method for spflow_network_multi
dat(object, .id)
# S4 method for spflow_network_multi
dat(object, .id) <- value
# S4 method for spflow_network_multi
neighborhood(object, .id)
# S4 method for spflow_network_multi
nnodes(object, .id)
# S4 method for spflow_network_multi
npairs(object, .id)
# S4 method for spflow_network_multi
pull_member(object, .id = NULL)
# S4 method for spflow_network_multi
update_dat(object, new_dat)spflow_network_multi-class
A character indicating of one or several spflow_network_pair() objects
A character, corresponding to the id of a spflow_network() object
contained in the spflow_network_multi
A data.frame to replace the existing data
A named list of data.frames that contain the new data.
The names should correspond to spflow_network or spflow_pair
objects contained in the spflow_network_multi-class().
nodesA list of spflow_network-class() objects
pairsA list of spflow_network_pair-class() objects
## access the id of the objects inside the spflow_network_multi
id(multi_net_usa_ge)$nodes
#> [1] "ge" "usa"
id(multi_net_usa_ge)$pairs
#> [1] "ge_ge" "usa_usa" "ge_usa" "usa_ge"
## access the data inside a spflow_network_multi
dat(multi_net_usa_ge, "ge") # extract data of nodes
#> ID_STATE X COORD_X COORD_Y
#> SH SH 10 1 5
#> HH HH 15 1 4
#> MV MV 20 2 4
#> NW NW 7 0 3
#> HB HB 20 1 3
#> BB BB 25 2 3
#> BE BE 15 3 3
#> RP RP 10 0 2
#> NI NI 30 1 2
#> ST ST 20 2 2
#> SN SN 15 3 2
#> SL SL 10 0 1
#> HE HE 15 1 1
#> TH TH 10 2 1
#> BW BW 7 1 0
#> BY BY 7 2 0
dat(multi_net_usa_ge, "ge_ge") # extract data of pairs
#> ID_DEST ID_ORIG DISTANCE y9 y2 y1
#> 1 SH SH 0.000000 68.4148262 68.13848147 47.47474857
#> 2 HH SH 1.000000 51.0915798 35.72717997 20.91622029
#> 3 MV SH 1.414214 60.9845481 42.87078577 22.22844389
#> 4 NW SH 2.236068 20.9280007 23.67566099 6.79889712
#> 5 HB SH 2.000000 46.6902544 38.46271283 16.47730823
#> 6 BB SH 2.236068 55.6089587 41.68555302 27.85172431
#> 7 BE SH 2.828427 36.5147164 31.51151365 16.36939928
#> 8 RP SH 3.162278 17.8758703 15.09938478 9.97154874
#> 9 NI SH 3.000000 46.9381691 38.03391627 29.70844528
#> 10 ST SH 3.162278 35.9326122 30.41361547 18.36991203
#> 11 SN SH 3.605551 27.6936682 24.40377150 14.28037363
#> 12 SL SH 4.123106 8.8203044 9.24663760 3.93331022
#> 13 HE SH 4.000000 14.7202260 15.83360440 6.70432271
#> 14 TH SH 4.123106 11.5233219 13.70237184 2.33428993
#> 15 BW SH 5.000000 -3.1936452 -0.59814949 -5.39388220
#> 16 BY SH 5.099020 -5.9956280 3.09363760 -4.44209965
#> 17 SH HH 1.000000 39.6252187 40.17990992 10.88519719
#> 18 HH HH 0.000000 80.4047912 78.06642687 58.68175558
#> 19 MV HH 1.000000 50.1815959 45.92820058 21.03788534
#> 20 NW HH 1.414214 34.7149880 25.61039487 8.87655803
#> 21 HB HH 1.000000 51.4474299 41.01750818 20.77935074
#> 22 BB HH 1.414214 57.4900766 46.03245004 29.03948280
#> 23 BE HH 2.236068 33.7440184 30.14142247 14.60718384
#> 24 RP HH 2.236068 21.2242833 18.58767594 4.18472437
#> 25 NI HH 2.000000 48.1719140 35.35294705 25.66170039
#> 26 ST HH 2.236068 34.8719960 31.58165448 18.90641931
#> 27 SN HH 2.828427 28.4297909 22.43074375 9.63260796
#> 28 SL HH 3.162278 9.0874224 11.98108491 3.94315712
#> 29 HE HH 3.000000 16.1230813 12.45778894 8.36593458
#> 30 TH HH 3.162278 9.7477330 11.15972447 5.96012239
#> 31 BW HH 4.000000 -3.4694232 -3.28239270 -6.56339182
#> 32 BY HH 4.123106 -7.1090509 -2.97057513 -5.56307860
#> 33 SH MV 1.414214 31.8272167 27.86551483 4.32197440
#> 34 HH MV 1.000000 34.8867035 28.21090970 8.78573426
#> 35 MV MV 0.000000 88.2518758 85.18408380 65.70205938
#> 36 NW MV 2.236068 10.3896401 11.30145917 1.13285418
#> 37 HB MV 1.414214 37.1069503 26.50633823 17.04620405
#> 38 BB MV 1.000000 50.6940892 37.07639987 24.04974489
#> 39 BE MV 1.414214 37.0534713 33.82080423 9.17737368
#> 40 RP MV 2.828427 6.8622353 10.42404156 -1.70463708
#> 41 NI MV 2.236068 41.0833607 25.46464878 18.98448768
#> 42 ST MV 2.000000 29.0462884 23.16081582 12.96551414
#> 43 SN MV 2.236068 21.1427333 19.47966804 8.33219170
#> 44 SL MV 3.605551 -0.3530937 1.70959037 -1.12768697
#> 45 HE MV 3.162278 4.9236348 4.45920974 1.14024458
#> 46 TH MV 3.000000 1.4324217 1.76972296 -6.12869367
#> 47 BW MV 4.123106 -16.8460120 -10.23295117 -7.96166991
#> 48 BY MV 4.000000 -17.3820966 -7.98098634 -8.16943046
#> 49 SH NW 2.236068 29.6314287 30.40112977 11.29005467
#> 50 HH NW 1.414214 46.5974648 38.85376922 17.35003663
#> 51 MV NW 2.236068 43.2034317 39.64436621 21.79181367
#> 52 NW NW 0.000000 63.6169156 63.72886679 41.36621313
#> 53 HB NW 1.000000 57.8378864 46.39125595 28.23211581
#> 54 BB NW 2.000000 57.1876396 49.32845181 32.25161876
#> 55 BE NW 3.000000 38.5548284 37.92893307 15.20223320
#> 56 RP NW 1.000000 41.8135762 36.21743671 16.32144569
#> 57 NI NW 1.414214 72.5148023 50.53828300 36.10071138
#> 58 ST NW 2.236068 46.9755972 40.56933523 21.53196890
#> 59 SN NW 3.162278 39.5871234 31.21780848 14.46764019
#> 60 SL NW 2.000000 26.8665277 28.92970235 8.65706394
#> 61 HE NW 2.236068 33.8553055 28.07974641 15.82378342
#> 62 TH NW 2.828427 30.1174226 25.85507004 8.53233510
#> 63 BW NW 3.162278 10.7016871 12.04691713 0.86329174
#> 64 BY NW 3.605551 7.2947582 10.08637171 -0.07660876
#> 65 SH HB 2.000000 18.8627642 16.59130801 4.13186389
#> 66 HH HB 1.000000 39.3559468 27.39810966 6.25791914
#> 67 MV HB 1.414214 39.8994316 30.65605277 13.84919466
#> 68 NW HB 1.000000 29.9107098 19.46918068 1.96542182
#> 69 HB HB 0.000000 95.3968049 82.48486627 67.70433337
#> 70 BB HB 1.000000 54.3081136 37.09720580 23.26355497
#> 71 BE HB 2.000000 29.4944789 24.92561433 10.44636568
#> 72 RP HB 1.414214 22.2611698 16.97084272 4.12617574
#> 73 NI HB 1.000000 52.7395715 38.82722277 25.59289166
#> 74 ST HB 1.414214 41.2684850 28.63279450 14.43886380
#> 75 SN HB 2.236068 28.3596786 19.32537161 3.48805792
#> 76 SL HB 2.236068 9.0219840 10.08661921 3.64349577
#> 77 HE HB 2.000000 12.6026134 10.64319072 5.33861400
#> 78 TH HB 2.236068 8.4180407 8.95130312 0.70447567
#> 79 BW HB 3.000000 -7.5985895 -4.62294020 -6.64210700
#> 80 BY HB 3.162278 -9.9314637 -7.36866865 -5.81211139
#> 81 SH BB 2.236068 8.4730321 8.66237720 -1.07031571
#> 82 HH BB 1.414214 25.1835958 22.32918145 6.73760440
#> 83 MV BB 1.000000 34.1688753 27.11537885 11.57798347
#> 84 NW BB 2.000000 6.3372813 3.78292954 -4.47285700
#> 85 HB BB 1.000000 37.1312043 25.24475193 11.57052975
#> 86 BB BB 0.000000 105.4636464 93.04487472 82.50297481
#> 87 BE BB 1.000000 35.7539803 29.14022479 6.58717669
#> 88 RP BB 2.236068 3.5443899 4.12740636 -4.48970984
#> 89 NI BB 1.414214 42.1524450 27.25670627 19.44503103
#> 90 ST BB 1.000000 33.9500019 27.38704377 13.65351804
#> 91 SN BB 1.414214 29.4132517 20.84258067 2.16090714
#> 92 SL BB 2.828427 -1.6416378 -8.06797884 -3.33016983
#> 93 HE BB 2.236068 8.5756506 0.91666058 0.65850348
#> 94 TH BB 2.000000 4.9464110 0.01031869 -2.67679629
#> 95 BW BB 3.162278 -16.6937681 -18.78419496 -9.68720989
#> 96 BY BB 3.000000 -14.9851085 -12.86792455 -8.35549597
#> 97 SH BE 2.828427 16.1006108 14.45355343 1.71991974
#> 98 HH BE 2.236068 28.7435015 21.83215605 12.15510482
#> 99 MV BE 1.414214 47.6973609 31.52955541 16.69322092
#> 100 NW BE 3.000000 16.1941489 14.36923103 1.51472264
#> 101 HB BE 2.000000 38.4536699 33.47457601 17.84756642
#> 102 BB BE 1.000000 58.4857912 41.20050589 25.83778383
#> 103 BE BE 0.000000 82.8481329 75.11034275 56.07427108
#> 104 RP BE 3.162278 10.3951685 15.55861905 1.34036346
#> 105 NI BE 2.236068 43.4202626 36.01627222 27.14612254
#> 106 ST BE 1.414214 46.7714317 38.70444664 19.24580369
#> 107 SN BE 1.000000 40.2327996 33.76958602 12.82835215
#> 108 SL BE 3.605551 6.4434700 6.94827878 -0.82851123
#> 109 HE BE 2.828427 15.5591935 12.61415202 8.68699366
#> 110 TH BE 2.236068 13.6253932 16.36296371 5.38396305
#> 111 BW BE 3.605551 -6.4319400 -4.01613039 -7.31102691
#> 112 BY BE 3.162278 -5.8267377 0.27194325 -4.07430256
#> 113 SH RP 3.162278 22.3163367 24.06733942 9.64650804
#> 114 HH RP 2.236068 39.1895413 35.96285760 19.01689968
#> 115 MV RP 2.828427 41.9556715 33.84518446 17.39121966
#> 116 NW RP 1.000000 40.9289816 31.32819511 11.93010809
#> 117 HB RP 1.414214 53.3140852 43.48812973 26.07529363
#> 118 BB RP 2.236068 55.9899779 43.79757278 26.38498285
#> 119 BE RP 3.162278 38.3613642 29.42335931 17.87369851
#> 120 RP RP 0.000000 69.5034605 63.85986832 49.36649235
#> 121 NI RP 1.000000 69.9524473 49.19377945 29.89691806
#> 122 ST RP 2.000000 47.2417418 36.63153823 23.43077270
#> 123 SN RP 3.000000 39.3925773 29.26741501 11.10167415
#> 124 SL RP 1.000000 39.2132063 30.27660328 10.81061509
#> 125 HE RP 1.414214 43.2105984 26.99424955 16.39534411
#> 126 TH RP 2.236068 27.5279254 17.48746875 10.24519251
#> 127 BW RP 2.236068 14.1173888 12.84035071 3.96637971
#> 128 BY RP 2.828427 8.6827454 13.86140272 4.88328107
#> 129 SH NI 3.000000 -1.8873886 0.70989298 -5.76002423
#> 130 HH NI 2.000000 13.4514100 9.92914059 -0.35617364
#> 131 MV NI 2.236068 20.5622720 13.99812262 5.88097265
#> 132 NW NI 1.414214 16.1267663 11.47158966 -4.87143371
#> 133 HB NI 1.000000 31.3250800 19.12781570 9.89949114
#> 134 BB NI 1.414214 40.9869847 27.01517275 12.18276406
#> 135 BE NI 2.236068 13.2088565 14.23259646 2.21130711
#> 136 RP NI 1.000000 16.7499169 5.52735480 -0.80412722
#> 137 NI NI 0.000000 111.8449323 95.92859820 89.52151303
#> 138 ST NI 1.000000 29.6706645 24.44910292 10.37531839
#> 139 SN NI 2.000000 17.0139158 10.94955023 0.35246330
#> 140 SL NI 1.414214 13.1136929 10.48760135 -4.08065641
#> 141 HE NI 1.000000 17.3604798 11.08974920 1.79826521
#> 142 TH NI 1.414214 13.8624768 7.56588513 -1.71095885
#> 143 BW NI 2.000000 -7.4708816 -8.53278465 -10.96067397
#> 144 BY NI 2.236068 -10.6788912 -11.47275475 -10.77682128
#> 145 SH ST 3.162278 10.9508987 5.96927986 1.52464398
#> 146 HH ST 2.236068 22.7539488 16.24346795 6.13270248
#> 147 MV ST 2.000000 35.2198949 23.03792961 12.56419003
#> 148 NW ST 2.236068 13.7605806 8.34461492 1.13573372
#> 149 HB ST 1.414214 41.9497631 29.61066657 12.69817727
#> 150 BB ST 1.000000 53.9856189 38.23681548 23.23050908
#> 151 BE ST 1.414214 38.7791143 33.37629530 10.25886071
#> 152 RP ST 2.000000 14.5488615 8.68339022 0.13533652
#> 153 NI ST 1.000000 55.7494614 34.61908943 20.81042103
#> 154 ST ST 0.000000 90.7361450 81.78796430 68.28432931
#> 155 SN ST 1.000000 38.1688195 26.90121353 8.73102404
#> 156 SL ST 2.236068 13.1301918 6.97148852 -1.19367166
#> 157 HE ST 1.414214 23.0988968 15.06488108 10.64051342
#> 158 TH ST 1.000000 19.5475629 12.33550378 2.54713524
#> 159 BW ST 2.236068 -3.0488547 -1.67691083 -2.84175553
#> 160 BY ST 2.000000 -1.9266496 -1.23819465 -2.93808015
#> 161 SH SN 3.605551 12.3140295 16.33004668 0.91376794
#> 162 HH SN 2.828427 24.5304716 19.91599926 8.13225723
#> 163 MV SN 2.236068 37.0732012 30.66480126 15.67139704
#> 164 NW SN 3.162278 13.4919748 13.08223106 2.14398576
#> 165 HB SN 2.236068 39.4735594 27.30793438 16.48086050
#> 166 BB SN 1.414214 61.1673134 43.38630305 26.98248294
#> 167 BE SN 1.000000 52.4064691 38.14840552 16.41462620
#> 168 RP SN 3.000000 14.5146190 13.45752984 -0.49069242
#> 169 NI SN 2.000000 48.4607167 37.39680721 25.58256645
#> 170 ST SN 1.000000 54.6883157 38.16079768 17.43894345
#> 171 SN SN 0.000000 85.3539281 77.65990036 60.37562227
#> 172 SL SN 3.162278 12.0951492 10.53965947 1.31779406
#> 173 HE SN 2.236068 21.3717446 14.84454414 7.11845605
#> 174 TH SN 1.414214 23.3532644 22.43411181 6.97434648
#> 175 BW SN 2.828427 4.3310194 0.92676829 -1.01482001
#> 176 BY SN 2.236068 2.5150709 1.58482144 -4.14532033
#> 177 SH SL 4.123106 18.9910776 16.93643561 6.43831671
#> 178 HH SL 3.162278 37.8830959 26.21257500 11.20868349
#> 179 MV SL 3.605551 39.7768324 29.90131506 17.16631928
#> 180 NW SL 2.000000 30.8825897 30.39354388 11.40808382
#> 181 HB SL 2.236068 42.5385961 41.46011911 23.11677309
#> 182 BB SL 2.828427 53.6271707 42.96150230 28.89207052
#> 183 BE SL 3.605551 38.1887236 27.24026503 14.24151698
#> 184 RP SL 1.000000 41.2328466 34.00374812 13.23763410
#> 185 NI SL 1.414214 71.2827132 50.59044439 36.63977374
#> 186 ST SL 2.236068 52.1421489 38.11435798 21.62816093
#> 187 SN SL 3.162278 38.3906960 29.50805759 15.42832657
#> 188 SL SL 0.000000 67.3680612 60.81472253 48.96198293
#> 189 HE SL 1.000000 45.4242200 31.37955910 18.76694705
#> 190 TH SL 2.000000 30.3496619 28.14076009 14.05084138
#> 191 BW SL 1.414214 24.1517893 22.73122935 6.43937697
#> 192 BY SL 2.236068 11.6888139 16.01273306 2.02899051
#> 193 SH HE 4.000000 15.3874884 16.66871531 2.40736427
#> 194 HH HE 3.000000 29.4299400 27.75085023 9.37414483
#> 195 MV HE 3.162278 40.2226732 29.53626731 15.99773046
#> 196 NW HE 2.236068 25.6019835 24.37133228 4.30376783
#> 197 HB HE 2.000000 45.0500177 36.97678127 20.87590736
#> 198 BB HE 2.236068 50.0242537 38.63931332 22.16403127
#> 199 BE HE 2.828427 35.9633705 29.62206154 16.65418907
#> 200 RP HE 1.414214 31.1369960 27.85894211 13.12520547
#> 201 NI HE 1.000000 66.3801883 44.10814191 29.50598155
#> 202 ST HE 1.414214 53.8113694 36.82814941 21.80892246
#> 203 SN HE 2.236068 36.7566006 27.91794125 12.67306684
#> 204 SL HE 1.000000 38.1787426 33.24795314 8.51570319
#> 205 HE HE 0.000000 80.7985484 71.68926939 52.36302234
#> 206 TH HE 1.000000 37.7228702 26.42171759 10.97838244
#> 207 BW HE 1.000000 29.5630026 22.79037422 4.85982491
#> 208 BY HE 1.414214 27.6304885 23.31708531 7.07064882
#> 209 SH TH 4.123106 19.8386999 15.27322302 1.87309216
#> 210 HH TH 3.162278 29.5058199 24.03843756 11.76215884
#> 211 MV TH 3.000000 42.0413726 29.29316256 20.69340932
#> 212 NW TH 2.828427 25.1332045 20.37033210 8.18282680
#> 213 HB TH 2.236068 49.7193521 35.58256269 22.15435140
#> 214 BB TH 2.000000 54.5830481 44.60624902 27.06323984
#> 215 BE TH 2.236068 42.2700568 38.75557442 18.42701994
#> 216 RP TH 2.236068 31.0875598 27.68133090 10.39331870
#> 217 NI TH 1.414214 66.9399797 49.68790282 32.49301488
#> 218 ST TH 1.000000 57.7447327 44.60297706 24.72033209
#> 219 SN TH 1.414214 48.7738184 40.69989501 21.36782242
#> 220 SL TH 2.000000 32.4706573 27.57674473 13.15320589
#> 221 HE TH 1.000000 45.8465173 33.88155361 20.46399261
#> 222 TH TH 0.000000 71.0654413 65.72067719 46.39899499
#> 223 BW TH 1.414214 31.9614460 26.06642963 6.18201924
#> 224 BY TH 1.000000 32.5003030 24.65062314 7.43277408
#> 225 SH BW 5.000000 26.1619952 21.32096390 10.44828953
#> 226 HH BW 4.000000 36.1207597 33.84631977 14.44055902
#> 227 MV BW 4.123106 50.4520503 33.33050920 20.22595341
#> 228 NW BW 3.162278 33.1206830 30.25163732 11.72554308
#> 229 HB BW 3.000000 50.2640769 43.08247885 25.44213940
#> 230 BB BW 3.162278 59.8482959 54.15710295 28.74924905
#> 231 BE BW 3.605551 44.7839799 32.86275496 23.07527750
#> 232 RP BW 2.236068 37.2513979 32.45308575 13.47680676
#> 233 NI BW 2.000000 66.1677123 54.60967572 32.12188565
#> 234 ST BW 2.236068 57.0860880 49.59248998 26.71925854
#> 235 SN BW 2.828427 46.6029291 40.15340425 22.74960557
#> 236 SL BW 1.414214 42.9423123 35.39231261 17.36285997
#> 237 HE BW 1.000000 46.6187224 45.58479869 22.47659494
#> 238 TH BW 1.414214 45.4592405 34.58153174 19.08376454
#> 239 BW BW 0.000000 59.2419521 53.94524135 39.30205359
#> 240 BY BW 1.000000 37.6144094 32.63045499 12.80739309
#> 241 SH BY 5.099020 24.2232823 27.85803156 9.75324454
#> 242 HH BY 4.123106 36.6611396 32.52255796 14.79150850
#> 243 MV BY 4.000000 44.1953308 38.90225515 18.82894030
#> 244 NW BY 3.605551 32.4136515 31.35367622 10.35652795
#> 245 HB BY 3.162278 52.8088138 43.61614012 21.34917377
#> 246 BB BY 3.000000 60.9728329 46.11332282 26.78817705
#> 247 BE BY 3.162278 49.1836466 39.98027770 19.40107578
#> 248 RP BY 2.828427 37.1598466 31.58786403 11.28619358
#> 249 NI BY 2.236068 68.1563045 55.21425143 35.36197554
#> 250 ST BY 2.000000 59.6373815 46.08509200 26.98229550
#> 251 SN BY 2.236068 49.9928299 37.02666260 19.39246017
#> 252 SL BY 2.236068 40.5632144 33.24059002 17.97092456
#> 253 HE BY 1.414214 53.4507614 40.11147614 20.72795442
#> 254 TH BY 1.000000 50.4813709 38.09461630 21.37674304
#> 255 BW BY 1.000000 36.6000497 28.92455840 12.20649124
#> 256 BY BY 0.000000 59.8385064 53.92510163 38.87477145
## access the data of a network or a network_pair inside a multi_network
dat(multi_net_usa_ge, "ge") # extract data of nodes
#> ID_STATE X COORD_X COORD_Y
#> SH SH 10 1 5
#> HH HH 15 1 4
#> MV MV 20 2 4
#> NW NW 7 0 3
#> HB HB 20 1 3
#> BB BB 25 2 3
#> BE BE 15 3 3
#> RP RP 10 0 2
#> NI NI 30 1 2
#> ST ST 20 2 2
#> SN SN 15 3 2
#> SL SL 10 0 1
#> HE HE 15 1 1
#> TH TH 10 2 1
#> BW BW 7 1 0
#> BY BY 7 2 0
dat(multi_net_usa_ge, "ge_ge") # extract data of pairs
#> ID_DEST ID_ORIG DISTANCE y9 y2 y1
#> 1 SH SH 0.000000 68.4148262 68.13848147 47.47474857
#> 2 HH SH 1.000000 51.0915798 35.72717997 20.91622029
#> 3 MV SH 1.414214 60.9845481 42.87078577 22.22844389
#> 4 NW SH 2.236068 20.9280007 23.67566099 6.79889712
#> 5 HB SH 2.000000 46.6902544 38.46271283 16.47730823
#> 6 BB SH 2.236068 55.6089587 41.68555302 27.85172431
#> 7 BE SH 2.828427 36.5147164 31.51151365 16.36939928
#> 8 RP SH 3.162278 17.8758703 15.09938478 9.97154874
#> 9 NI SH 3.000000 46.9381691 38.03391627 29.70844528
#> 10 ST SH 3.162278 35.9326122 30.41361547 18.36991203
#> 11 SN SH 3.605551 27.6936682 24.40377150 14.28037363
#> 12 SL SH 4.123106 8.8203044 9.24663760 3.93331022
#> 13 HE SH 4.000000 14.7202260 15.83360440 6.70432271
#> 14 TH SH 4.123106 11.5233219 13.70237184 2.33428993
#> 15 BW SH 5.000000 -3.1936452 -0.59814949 -5.39388220
#> 16 BY SH 5.099020 -5.9956280 3.09363760 -4.44209965
#> 17 SH HH 1.000000 39.6252187 40.17990992 10.88519719
#> 18 HH HH 0.000000 80.4047912 78.06642687 58.68175558
#> 19 MV HH 1.000000 50.1815959 45.92820058 21.03788534
#> 20 NW HH 1.414214 34.7149880 25.61039487 8.87655803
#> 21 HB HH 1.000000 51.4474299 41.01750818 20.77935074
#> 22 BB HH 1.414214 57.4900766 46.03245004 29.03948280
#> 23 BE HH 2.236068 33.7440184 30.14142247 14.60718384
#> 24 RP HH 2.236068 21.2242833 18.58767594 4.18472437
#> 25 NI HH 2.000000 48.1719140 35.35294705 25.66170039
#> 26 ST HH 2.236068 34.8719960 31.58165448 18.90641931
#> 27 SN HH 2.828427 28.4297909 22.43074375 9.63260796
#> 28 SL HH 3.162278 9.0874224 11.98108491 3.94315712
#> 29 HE HH 3.000000 16.1230813 12.45778894 8.36593458
#> 30 TH HH 3.162278 9.7477330 11.15972447 5.96012239
#> 31 BW HH 4.000000 -3.4694232 -3.28239270 -6.56339182
#> 32 BY HH 4.123106 -7.1090509 -2.97057513 -5.56307860
#> 33 SH MV 1.414214 31.8272167 27.86551483 4.32197440
#> 34 HH MV 1.000000 34.8867035 28.21090970 8.78573426
#> 35 MV MV 0.000000 88.2518758 85.18408380 65.70205938
#> 36 NW MV 2.236068 10.3896401 11.30145917 1.13285418
#> 37 HB MV 1.414214 37.1069503 26.50633823 17.04620405
#> 38 BB MV 1.000000 50.6940892 37.07639987 24.04974489
#> 39 BE MV 1.414214 37.0534713 33.82080423 9.17737368
#> 40 RP MV 2.828427 6.8622353 10.42404156 -1.70463708
#> 41 NI MV 2.236068 41.0833607 25.46464878 18.98448768
#> 42 ST MV 2.000000 29.0462884 23.16081582 12.96551414
#> 43 SN MV 2.236068 21.1427333 19.47966804 8.33219170
#> 44 SL MV 3.605551 -0.3530937 1.70959037 -1.12768697
#> 45 HE MV 3.162278 4.9236348 4.45920974 1.14024458
#> 46 TH MV 3.000000 1.4324217 1.76972296 -6.12869367
#> 47 BW MV 4.123106 -16.8460120 -10.23295117 -7.96166991
#> 48 BY MV 4.000000 -17.3820966 -7.98098634 -8.16943046
#> 49 SH NW 2.236068 29.6314287 30.40112977 11.29005467
#> 50 HH NW 1.414214 46.5974648 38.85376922 17.35003663
#> 51 MV NW 2.236068 43.2034317 39.64436621 21.79181367
#> 52 NW NW 0.000000 63.6169156 63.72886679 41.36621313
#> 53 HB NW 1.000000 57.8378864 46.39125595 28.23211581
#> 54 BB NW 2.000000 57.1876396 49.32845181 32.25161876
#> 55 BE NW 3.000000 38.5548284 37.92893307 15.20223320
#> 56 RP NW 1.000000 41.8135762 36.21743671 16.32144569
#> 57 NI NW 1.414214 72.5148023 50.53828300 36.10071138
#> 58 ST NW 2.236068 46.9755972 40.56933523 21.53196890
#> 59 SN NW 3.162278 39.5871234 31.21780848 14.46764019
#> 60 SL NW 2.000000 26.8665277 28.92970235 8.65706394
#> 61 HE NW 2.236068 33.8553055 28.07974641 15.82378342
#> 62 TH NW 2.828427 30.1174226 25.85507004 8.53233510
#> 63 BW NW 3.162278 10.7016871 12.04691713 0.86329174
#> 64 BY NW 3.605551 7.2947582 10.08637171 -0.07660876
#> 65 SH HB 2.000000 18.8627642 16.59130801 4.13186389
#> 66 HH HB 1.000000 39.3559468 27.39810966 6.25791914
#> 67 MV HB 1.414214 39.8994316 30.65605277 13.84919466
#> 68 NW HB 1.000000 29.9107098 19.46918068 1.96542182
#> 69 HB HB 0.000000 95.3968049 82.48486627 67.70433337
#> 70 BB HB 1.000000 54.3081136 37.09720580 23.26355497
#> 71 BE HB 2.000000 29.4944789 24.92561433 10.44636568
#> 72 RP HB 1.414214 22.2611698 16.97084272 4.12617574
#> 73 NI HB 1.000000 52.7395715 38.82722277 25.59289166
#> 74 ST HB 1.414214 41.2684850 28.63279450 14.43886380
#> 75 SN HB 2.236068 28.3596786 19.32537161 3.48805792
#> 76 SL HB 2.236068 9.0219840 10.08661921 3.64349577
#> 77 HE HB 2.000000 12.6026134 10.64319072 5.33861400
#> 78 TH HB 2.236068 8.4180407 8.95130312 0.70447567
#> 79 BW HB 3.000000 -7.5985895 -4.62294020 -6.64210700
#> 80 BY HB 3.162278 -9.9314637 -7.36866865 -5.81211139
#> 81 SH BB 2.236068 8.4730321 8.66237720 -1.07031571
#> 82 HH BB 1.414214 25.1835958 22.32918145 6.73760440
#> 83 MV BB 1.000000 34.1688753 27.11537885 11.57798347
#> 84 NW BB 2.000000 6.3372813 3.78292954 -4.47285700
#> 85 HB BB 1.000000 37.1312043 25.24475193 11.57052975
#> 86 BB BB 0.000000 105.4636464 93.04487472 82.50297481
#> 87 BE BB 1.000000 35.7539803 29.14022479 6.58717669
#> 88 RP BB 2.236068 3.5443899 4.12740636 -4.48970984
#> 89 NI BB 1.414214 42.1524450 27.25670627 19.44503103
#> 90 ST BB 1.000000 33.9500019 27.38704377 13.65351804
#> 91 SN BB 1.414214 29.4132517 20.84258067 2.16090714
#> 92 SL BB 2.828427 -1.6416378 -8.06797884 -3.33016983
#> 93 HE BB 2.236068 8.5756506 0.91666058 0.65850348
#> 94 TH BB 2.000000 4.9464110 0.01031869 -2.67679629
#> 95 BW BB 3.162278 -16.6937681 -18.78419496 -9.68720989
#> 96 BY BB 3.000000 -14.9851085 -12.86792455 -8.35549597
#> 97 SH BE 2.828427 16.1006108 14.45355343 1.71991974
#> 98 HH BE 2.236068 28.7435015 21.83215605 12.15510482
#> 99 MV BE 1.414214 47.6973609 31.52955541 16.69322092
#> 100 NW BE 3.000000 16.1941489 14.36923103 1.51472264
#> 101 HB BE 2.000000 38.4536699 33.47457601 17.84756642
#> 102 BB BE 1.000000 58.4857912 41.20050589 25.83778383
#> 103 BE BE 0.000000 82.8481329 75.11034275 56.07427108
#> 104 RP BE 3.162278 10.3951685 15.55861905 1.34036346
#> 105 NI BE 2.236068 43.4202626 36.01627222 27.14612254
#> 106 ST BE 1.414214 46.7714317 38.70444664 19.24580369
#> 107 SN BE 1.000000 40.2327996 33.76958602 12.82835215
#> 108 SL BE 3.605551 6.4434700 6.94827878 -0.82851123
#> 109 HE BE 2.828427 15.5591935 12.61415202 8.68699366
#> 110 TH BE 2.236068 13.6253932 16.36296371 5.38396305
#> 111 BW BE 3.605551 -6.4319400 -4.01613039 -7.31102691
#> 112 BY BE 3.162278 -5.8267377 0.27194325 -4.07430256
#> 113 SH RP 3.162278 22.3163367 24.06733942 9.64650804
#> 114 HH RP 2.236068 39.1895413 35.96285760 19.01689968
#> 115 MV RP 2.828427 41.9556715 33.84518446 17.39121966
#> 116 NW RP 1.000000 40.9289816 31.32819511 11.93010809
#> 117 HB RP 1.414214 53.3140852 43.48812973 26.07529363
#> 118 BB RP 2.236068 55.9899779 43.79757278 26.38498285
#> 119 BE RP 3.162278 38.3613642 29.42335931 17.87369851
#> 120 RP RP 0.000000 69.5034605 63.85986832 49.36649235
#> 121 NI RP 1.000000 69.9524473 49.19377945 29.89691806
#> 122 ST RP 2.000000 47.2417418 36.63153823 23.43077270
#> 123 SN RP 3.000000 39.3925773 29.26741501 11.10167415
#> 124 SL RP 1.000000 39.2132063 30.27660328 10.81061509
#> 125 HE RP 1.414214 43.2105984 26.99424955 16.39534411
#> 126 TH RP 2.236068 27.5279254 17.48746875 10.24519251
#> 127 BW RP 2.236068 14.1173888 12.84035071 3.96637971
#> 128 BY RP 2.828427 8.6827454 13.86140272 4.88328107
#> 129 SH NI 3.000000 -1.8873886 0.70989298 -5.76002423
#> 130 HH NI 2.000000 13.4514100 9.92914059 -0.35617364
#> 131 MV NI 2.236068 20.5622720 13.99812262 5.88097265
#> 132 NW NI 1.414214 16.1267663 11.47158966 -4.87143371
#> 133 HB NI 1.000000 31.3250800 19.12781570 9.89949114
#> 134 BB NI 1.414214 40.9869847 27.01517275 12.18276406
#> 135 BE NI 2.236068 13.2088565 14.23259646 2.21130711
#> 136 RP NI 1.000000 16.7499169 5.52735480 -0.80412722
#> 137 NI NI 0.000000 111.8449323 95.92859820 89.52151303
#> 138 ST NI 1.000000 29.6706645 24.44910292 10.37531839
#> 139 SN NI 2.000000 17.0139158 10.94955023 0.35246330
#> 140 SL NI 1.414214 13.1136929 10.48760135 -4.08065641
#> 141 HE NI 1.000000 17.3604798 11.08974920 1.79826521
#> 142 TH NI 1.414214 13.8624768 7.56588513 -1.71095885
#> 143 BW NI 2.000000 -7.4708816 -8.53278465 -10.96067397
#> 144 BY NI 2.236068 -10.6788912 -11.47275475 -10.77682128
#> 145 SH ST 3.162278 10.9508987 5.96927986 1.52464398
#> 146 HH ST 2.236068 22.7539488 16.24346795 6.13270248
#> 147 MV ST 2.000000 35.2198949 23.03792961 12.56419003
#> 148 NW ST 2.236068 13.7605806 8.34461492 1.13573372
#> 149 HB ST 1.414214 41.9497631 29.61066657 12.69817727
#> 150 BB ST 1.000000 53.9856189 38.23681548 23.23050908
#> 151 BE ST 1.414214 38.7791143 33.37629530 10.25886071
#> 152 RP ST 2.000000 14.5488615 8.68339022 0.13533652
#> 153 NI ST 1.000000 55.7494614 34.61908943 20.81042103
#> 154 ST ST 0.000000 90.7361450 81.78796430 68.28432931
#> 155 SN ST 1.000000 38.1688195 26.90121353 8.73102404
#> 156 SL ST 2.236068 13.1301918 6.97148852 -1.19367166
#> 157 HE ST 1.414214 23.0988968 15.06488108 10.64051342
#> 158 TH ST 1.000000 19.5475629 12.33550378 2.54713524
#> 159 BW ST 2.236068 -3.0488547 -1.67691083 -2.84175553
#> 160 BY ST 2.000000 -1.9266496 -1.23819465 -2.93808015
#> 161 SH SN 3.605551 12.3140295 16.33004668 0.91376794
#> 162 HH SN 2.828427 24.5304716 19.91599926 8.13225723
#> 163 MV SN 2.236068 37.0732012 30.66480126 15.67139704
#> 164 NW SN 3.162278 13.4919748 13.08223106 2.14398576
#> 165 HB SN 2.236068 39.4735594 27.30793438 16.48086050
#> 166 BB SN 1.414214 61.1673134 43.38630305 26.98248294
#> 167 BE SN 1.000000 52.4064691 38.14840552 16.41462620
#> 168 RP SN 3.000000 14.5146190 13.45752984 -0.49069242
#> 169 NI SN 2.000000 48.4607167 37.39680721 25.58256645
#> 170 ST SN 1.000000 54.6883157 38.16079768 17.43894345
#> 171 SN SN 0.000000 85.3539281 77.65990036 60.37562227
#> 172 SL SN 3.162278 12.0951492 10.53965947 1.31779406
#> 173 HE SN 2.236068 21.3717446 14.84454414 7.11845605
#> 174 TH SN 1.414214 23.3532644 22.43411181 6.97434648
#> 175 BW SN 2.828427 4.3310194 0.92676829 -1.01482001
#> 176 BY SN 2.236068 2.5150709 1.58482144 -4.14532033
#> 177 SH SL 4.123106 18.9910776 16.93643561 6.43831671
#> 178 HH SL 3.162278 37.8830959 26.21257500 11.20868349
#> 179 MV SL 3.605551 39.7768324 29.90131506 17.16631928
#> 180 NW SL 2.000000 30.8825897 30.39354388 11.40808382
#> 181 HB SL 2.236068 42.5385961 41.46011911 23.11677309
#> 182 BB SL 2.828427 53.6271707 42.96150230 28.89207052
#> 183 BE SL 3.605551 38.1887236 27.24026503 14.24151698
#> 184 RP SL 1.000000 41.2328466 34.00374812 13.23763410
#> 185 NI SL 1.414214 71.2827132 50.59044439 36.63977374
#> 186 ST SL 2.236068 52.1421489 38.11435798 21.62816093
#> 187 SN SL 3.162278 38.3906960 29.50805759 15.42832657
#> 188 SL SL 0.000000 67.3680612 60.81472253 48.96198293
#> 189 HE SL 1.000000 45.4242200 31.37955910 18.76694705
#> 190 TH SL 2.000000 30.3496619 28.14076009 14.05084138
#> 191 BW SL 1.414214 24.1517893 22.73122935 6.43937697
#> 192 BY SL 2.236068 11.6888139 16.01273306 2.02899051
#> 193 SH HE 4.000000 15.3874884 16.66871531 2.40736427
#> 194 HH HE 3.000000 29.4299400 27.75085023 9.37414483
#> 195 MV HE 3.162278 40.2226732 29.53626731 15.99773046
#> 196 NW HE 2.236068 25.6019835 24.37133228 4.30376783
#> 197 HB HE 2.000000 45.0500177 36.97678127 20.87590736
#> 198 BB HE 2.236068 50.0242537 38.63931332 22.16403127
#> 199 BE HE 2.828427 35.9633705 29.62206154 16.65418907
#> 200 RP HE 1.414214 31.1369960 27.85894211 13.12520547
#> 201 NI HE 1.000000 66.3801883 44.10814191 29.50598155
#> 202 ST HE 1.414214 53.8113694 36.82814941 21.80892246
#> 203 SN HE 2.236068 36.7566006 27.91794125 12.67306684
#> 204 SL HE 1.000000 38.1787426 33.24795314 8.51570319
#> 205 HE HE 0.000000 80.7985484 71.68926939 52.36302234
#> 206 TH HE 1.000000 37.7228702 26.42171759 10.97838244
#> 207 BW HE 1.000000 29.5630026 22.79037422 4.85982491
#> 208 BY HE 1.414214 27.6304885 23.31708531 7.07064882
#> 209 SH TH 4.123106 19.8386999 15.27322302 1.87309216
#> 210 HH TH 3.162278 29.5058199 24.03843756 11.76215884
#> 211 MV TH 3.000000 42.0413726 29.29316256 20.69340932
#> 212 NW TH 2.828427 25.1332045 20.37033210 8.18282680
#> 213 HB TH 2.236068 49.7193521 35.58256269 22.15435140
#> 214 BB TH 2.000000 54.5830481 44.60624902 27.06323984
#> 215 BE TH 2.236068 42.2700568 38.75557442 18.42701994
#> 216 RP TH 2.236068 31.0875598 27.68133090 10.39331870
#> 217 NI TH 1.414214 66.9399797 49.68790282 32.49301488
#> 218 ST TH 1.000000 57.7447327 44.60297706 24.72033209
#> 219 SN TH 1.414214 48.7738184 40.69989501 21.36782242
#> 220 SL TH 2.000000 32.4706573 27.57674473 13.15320589
#> 221 HE TH 1.000000 45.8465173 33.88155361 20.46399261
#> 222 TH TH 0.000000 71.0654413 65.72067719 46.39899499
#> 223 BW TH 1.414214 31.9614460 26.06642963 6.18201924
#> 224 BY TH 1.000000 32.5003030 24.65062314 7.43277408
#> 225 SH BW 5.000000 26.1619952 21.32096390 10.44828953
#> 226 HH BW 4.000000 36.1207597 33.84631977 14.44055902
#> 227 MV BW 4.123106 50.4520503 33.33050920 20.22595341
#> 228 NW BW 3.162278 33.1206830 30.25163732 11.72554308
#> 229 HB BW 3.000000 50.2640769 43.08247885 25.44213940
#> 230 BB BW 3.162278 59.8482959 54.15710295 28.74924905
#> 231 BE BW 3.605551 44.7839799 32.86275496 23.07527750
#> 232 RP BW 2.236068 37.2513979 32.45308575 13.47680676
#> 233 NI BW 2.000000 66.1677123 54.60967572 32.12188565
#> 234 ST BW 2.236068 57.0860880 49.59248998 26.71925854
#> 235 SN BW 2.828427 46.6029291 40.15340425 22.74960557
#> 236 SL BW 1.414214 42.9423123 35.39231261 17.36285997
#> 237 HE BW 1.000000 46.6187224 45.58479869 22.47659494
#> 238 TH BW 1.414214 45.4592405 34.58153174 19.08376454
#> 239 BW BW 0.000000 59.2419521 53.94524135 39.30205359
#> 240 BY BW 1.000000 37.6144094 32.63045499 12.80739309
#> 241 SH BY 5.099020 24.2232823 27.85803156 9.75324454
#> 242 HH BY 4.123106 36.6611396 32.52255796 14.79150850
#> 243 MV BY 4.000000 44.1953308 38.90225515 18.82894030
#> 244 NW BY 3.605551 32.4136515 31.35367622 10.35652795
#> 245 HB BY 3.162278 52.8088138 43.61614012 21.34917377
#> 246 BB BY 3.000000 60.9728329 46.11332282 26.78817705
#> 247 BE BY 3.162278 49.1836466 39.98027770 19.40107578
#> 248 RP BY 2.828427 37.1598466 31.58786403 11.28619358
#> 249 NI BY 2.236068 68.1563045 55.21425143 35.36197554
#> 250 ST BY 2.000000 59.6373815 46.08509200 26.98229550
#> 251 SN BY 2.236068 49.9928299 37.02666260 19.39246017
#> 252 SL BY 2.236068 40.5632144 33.24059002 17.97092456
#> 253 HE BY 1.414214 53.4507614 40.11147614 20.72795442
#> 254 TH BY 1.000000 50.4813709 38.09461630 21.37674304
#> 255 BW BY 1.000000 36.6000497 28.92455840 12.20649124
#> 256 BY BY 0.000000 59.8385064 53.92510163 38.87477145
## access spflow_network or spflow_network_pair inside a spflow_network_multi
pull_member(multi_net_usa_ge, .id = "ge")
#> Spatial network nodes with id: ge
#> --------------------------------------------------
#> Number of nodes: 16
#> Average number of links per node: 5.125
#> Density of the neighborhood matrix: 32.03% (non-zero connections)
#>
#> Data on nodes:
#> ID_STATE X COORD_X COORD_Y
#> SH SH 10 1 5
#> HH HH 15 1 4
#> MV MV 20 2 4
#> NW NW 7 0 3
#> HB HB 20 1 3
#> BB BB 25 2 3
#> BE BE 15 3 3
#> RP RP 10 0 2
#> NI NI 30 1 2
#> ST ST 20 2 2
#> SN SN 15 3 2
#> SL SL 10 0 1
#> HE HE 15 1 1
#> TH TH 10 2 1
#> BW BW 7 1 0
#> BY BY 7 2 0
#>
pull_member(multi_net_usa_ge, .id = "usa")
#> Spatial network nodes with id: usa
#> --------------------------------------------------
#> Number of nodes: 51
#> Average number of links per node: 4
#> Density of the neighborhood matrix: 7.84% (non-zero connections)
#>
#> Data on nodes:
#> ID_STATE X COORD_X COORD_Y
#> AK AK 35 -20 2
#> ME ME 29 -10 2
#> WI WI 30 -15 1
#> VT VT 29 -11 1
#> NH NH 26 -10 1
#> WA WA 35 -20 0
#> --- --- --- --- ---
#> MS MS 31 -15 -4
#> AL AL 30 -14 -4
#> GA GA 28 -13 -4
#> HI HI 29 -20 -5
#> TX TX 29 -17 -5
#> FL FL 34 -12 -5
#>
pull_member(multi_net_usa_ge, .id ="ge_ge")
#> Spatial network pair with id: ge_ge
#> --------------------------------------------------
#> Origin network id: ge (with 16 nodes)
#> Destination network id: ge (with 16 nodes)
#> Number of pairs: 256
#> Completeness of pairs: 100.00% (256/256)
#>
#> Data on node-pairs:
#> ID_DEST ID_ORIG DISTANCE y9 y2 y1
#> 1 SH SH 0 68.41 68.14 47.47
#> 2 HH SH 1 51.09 35.73 20.92
#> 3 MV SH 1.41 60.98 42.87 22.23
#> 4 NW SH 2.24 20.93 23.68 6.8
#> 5 HB SH 2 46.69 38.46 16.48
#> 6 BB SH 2.24 55.61 41.69 27.85
#> --- --- --- --- --- --- ---
#> 251 SN BY 2.24 49.99 37.03 19.39
#> 252 SL BY 2.24 40.56 33.24 17.97
#> 253 HE BY 1.41 53.45 40.11 20.73
#> 254 TH BY 1 50.48 38.09 21.38
#> 255 BW BY 1 36.6 28.92 12.21
#> 256 BY BY 0 59.84 53.93 38.87
#>
# update data for individual observations
new_ge <- dat(multi_net_usa_ge, "ge")[1:2,1:2]
new_ge$X <- new_ge$X * .25
multi_net_usa_ge2 <- update_dat(multi_net_usa_ge, list("ge" = new_ge))
dat(multi_net_usa_ge2, "ge")
#> ID_STATE X COORD_X COORD_Y
#> SH SH 2.50 1 5
#> HH HH 3.75 1 4
#> MV MV 20.00 2 4
#> NW NW 7.00 0 3
#> HB HB 20.00 1 3
#> BB BB 25.00 2 3
#> BE BE 15.00 3 3
#> RP RP 10.00 0 2
#> NI NI 30.00 1 2
#> ST ST 20.00 2 2
#> SN SN 15.00 3 2
#> SL SL 10.00 0 1
#> HE HE 15.00 1 1
#> TH TH 10.00 2 1
#> BW BW 7.00 1 0
#> BY BY 7.00 2 0