Analyse CAH/ACP
Centralité portuaire dans la Caraïbe
2025-07-17
1 Analyses par type de navire
1.1 Vraquiers ( BULK )
1.1.1 Avec USA
1.1.1.1 Résumé
Analyse des centralités portuaires pour les navires de type ** Vraquiers ** en incluant les ports américains.
1.1.2 Matrice de corrélation
1.1.3 Dendrogramme
1.1.4 Analyse des inerties
1.1.5 Visualisation des clusters
1.1.6 Analyse en Composantes Principales
1.1.6.1 Valeurs propres
1.1.6.2 Projection des individus (axes 1-2)
1.1.6.3 Projection des individus (axes 2-3)
1.1.6.4 Contribution des variables
1.1.6.5 Biplot
1.1.7 Tableau des résultats
| nbport | pays | codepays | cluster |
|---|---|---|---|
| 365 | United States of America | USA | 1 |
| 997 | Unknown | UNK | 1 |
| 998 | Unknown | UNK | 1 |
| 136 | Colombia | COL | 2 |
| 138 | Colombia | COL | 2 |
| 139 | Colombia | COL | 2 |
| 140 | Colombia | COL | 2 |
| 142 | Colombia | COL | 2 |
| 212 | Dominican Republic | DOM | 2 |
| 335 | Mexico | MEX | 2 |
| 338 | Mexico | MEX | 2 |
| 341 | United States of America | USA | 2 |
| 353 | United States of America | USA | 2 |
| 366 | United States of America | USA | 2 |
| 377 | United States of America | USA | 2 |
| 383 | United States of America | USA | 2 |
| 999 | Unknown | UNK | 2 |
| 1 | Trinidad and Tobago | TTO | 3 |
| 3 | Saint Lucia | LCA | 3 |
| 5 | Martinique | MTQ | 3 |
| 31 | Sint Marteen | SXM | 3 |
| 43 | Barbados | BRB | 3 |
| 57 | Guadeloupe | GLP | 3 |
| 73 | Trinidad and Tobago | TTO | 3 |
| 98 | Trinidad and Tobago | TTO | 3 |
| 104 | Mexico | MEX | 3 |
| 110 | Guatemala | GTM | 3 |
| 111 | Guatemala | GTM | 3 |
| 112 | Honduras | HND | 3 |
| 122 | Costa Rica | CRI | 3 |
| 126 | Panama | PAN | 3 |
| 128 | Panama | PAN | 3 |
| 129 | Panama | PAN | 3 |
| 132 | Colombia | COL | 3 |
| 133 | Colombia | COL | 3 |
| 134 | Colombia | COL | 3 |
| 135 | Colombia | COL | 3 |
| 141 | Colombia | COL | 3 |
| 148 | Venezuela | VEN | 3 |
| 160 | Venezuela | VEN | 3 |
| 165 | Venezuela | VEN | 3 |
| 181 | Venezuela | VEN | 3 |
| 183 | Venezuela | VEN | 3 |
| 184 | Venezuela | VEN | 3 |
| 194 | Puerto Rico | PRI | 3 |
| 200 | Puerto Rico | PRI | 3 |
| 201 | Dominican Republic | DOM | 3 |
| 211 | Dominican Republic | DOM | 3 |
| 214 | Dominican Republic | DOM | 3 |
| 216 | Dominican Republic | DOM | 3 |
| 222 | Haiti | HTI | 3 |
| 223 | Haiti | HTI | 3 |
| 227 | Haiti | HTI | 3 |
| 233 | Jamaica | JAM | 3 |
| 234 | Jamaica | JAM | 3 |
| 235 | Jamaica | JAM | 3 |
| 238 | Jamaica | JAM | 3 |
| 239 | Jamaica | JAM | 3 |
| 240 | Jamaica | JAM | 3 |
| 242 | Jamaica | JAM | 3 |
| 243 | Jamaica | JAM | 3 |
| 249 | Cuba | CUB | 3 |
| 250 | Cuba | CUB | 3 |
| 265 | Cuba | CUB | 3 |
| 275 | Cuba | CUB | 3 |
| 281 | United States of America | USA | 3 |
| 284 | United States of America | USA | 3 |
| 286 | United States of America | USA | 3 |
| 289 | United States of America | USA | 3 |
| 291 | United States of America | USA | 3 |
| 294 | United States of America | USA | 3 |
| 300 | Bahamas | BHS | 3 |
| 312 | Bahamas | BHS | 3 |
| 316 | Guyana | GUY | 3 |
| 325 | Mexico | MEX | 3 |
| 333 | Mexico | MEX | 3 |
| 336 | Mexico | MEX | 3 |
| 337 | Mexico | MEX | 3 |
| 339 | United States of America | USA | 3 |
| 342 | United States of America | USA | 3 |
| 343 | United States of America | USA | 3 |
| 348 | United States of America | USA | 3 |
| 350 | United States of America | USA | 3 |
| 351 | United States of America | USA | 3 |
| 352 | United States of America | USA | 3 |
| 355 | United States of America | USA | 3 |
| 356 | United States of America | USA | 3 |
| 357 | United States of America | USA | 3 |
| 358 | United States of America | USA | 3 |
| 359 | United States of America | USA | 3 |
| 367 | United States of America | USA | 3 |
| 368 | United States of America | USA | 3 |
| 374 | United States of America | USA | 3 |
| 376 | United States of America | USA | 3 |
| 379 | United States of America | USA | 3 |
| 384 | United States of America | USA | 3 |
| 413 | Colombia | COL | 3 |
| 435 | Panama | PAN | 3 |
| 436 | Panama | PAN | 3 |
| 6 | Saint Kitts and Nevis | KNA | 4 |
| 8 | Trinidad and Tobago | TTO | 4 |
| 12 | Antigua and Barbuda | ATG | 4 |
| 15 | Bonaire, Sint Eustatius and Saba | BES | 4 |
| 16 | Guadeloupe | GLP | 4 |
| 18 | United States Virgin Islands | VIR | 4 |
| 27 | Dominica | DMA | 4 |
| 32 | Saint Kitts and Nevis | KNA | 4 |
| 35 | Saint Lucia | LCA | 4 |
| 51 | Trinidad and Tobago | TTO | 4 |
| 58 | Dominica | DMA | 4 |
| 60 | Grenada | GRD | 4 |
| 64 | Curacao | CUW | 4 |
| 66 | Curacao | CUW | 4 |
| 68 | Antigua and Barbuda | ATG | 4 |
| 69 | Dominica | DMA | 4 |
| 70 | Saint Martin | MAF | 4 |
| 76 | United States Virgin Islands | VIR | 4 |
| 79 | Guadeloupe | GLP | 4 |
| 81 | Barbados | BRB | 4 |
| 85 | Saint Vincent and the Grenadines | VCT | 4 |
| 91 | Aruba | ABW | 4 |
| 109 | Belize | BLZ | 4 |
| 127 | Panama | PAN | 4 |
| 168 | Venezuela | VEN | 4 |
| 192 | Puerto Rico | PRI | 4 |
| 206 | Dominican Republic | DOM | 4 |
| 207 | Dominican Republic | DOM | 4 |
| 208 | Dominican Republic | DOM | 4 |
| 209 | Dominican Republic | DOM | 4 |
| 217 | Dominican Republic | DOM | 4 |
| 229 | Dominican Republic | DOM | 4 |
| 244 | Cayman Islands | CYM | 4 |
| 251 | Cuba | CUB | 4 |
| 254 | Cuba | CUB | 4 |
| 256 | Cuba | CUB | 4 |
| 262 | Cuba | CUB | 4 |
| 270 | Cuba | CUB | 4 |
| 287 | United States of America | USA | 4 |
| 293 | United States of America | USA | 4 |
| 296 | Bermuda | BMU | 4 |
| 306 | Bahamas | BHS | 4 |
| 307 | Bahamas | BHS | 4 |
| 317 | Guyana | GUY | 4 |
| 320 | Suriname | SUR | 4 |
| 321 | Suriname | SUR | 4 |
| 324 | French Guyana | GUF | 4 |
| 331 | Mexico | MEX | 4 |
| 378 | United States of America | USA | 4 |
| 476 | Cuba | CUB | 4 |
| 499 | Cuba | CUB | 4 |
1.1.8 Cartographie
1.1.9 Sans USA
1.1.9.1 Résumé
Analyse des centralités portuaires pour les navires de type ** Vraquiers ** en excluant les ports américains.
1.1.10 Matrice de corrélation
1.1.11 Dendrogramme
1.1.12 Analyse des inerties
1.1.13 Visualisation des clusters
1.1.14 Analyse en Composantes Principales
1.1.14.1 Valeurs propres
1.1.14.2 Projection des individus (axes 1-2)
1.1.14.3 Projection des individus (axes 2-3)
1.1.14.4 Contribution des variables
1.1.14.5 Biplot
1.1.15 Tableau des résultats
| nbport | pays | codepays | cluster |
|---|---|---|---|
| 997 | Unknown | UNK | 1 |
| 998 | Unknown | UNK | 1 |
| 73 | Trinidad and Tobago | TTO | 2 |
| 112 | Honduras | HND | 2 |
| 128 | Panama | PAN | 2 |
| 134 | Colombia | COL | 2 |
| 136 | Colombia | COL | 2 |
| 138 | Colombia | COL | 2 |
| 139 | Colombia | COL | 2 |
| 140 | Colombia | COL | 2 |
| 142 | Colombia | COL | 2 |
| 212 | Dominican Republic | DOM | 2 |
| 222 | Haiti | HTI | 2 |
| 316 | Guyana | GUY | 2 |
| 333 | Mexico | MEX | 2 |
| 335 | Mexico | MEX | 2 |
| 336 | Mexico | MEX | 2 |
| 337 | Mexico | MEX | 2 |
| 338 | Mexico | MEX | 2 |
| 999 | Unknown | UNK | 2 |
| 1 | Trinidad and Tobago | TTO | 3 |
| 3 | Saint Lucia | LCA | 3 |
| 5 | Martinique | MTQ | 3 |
| 6 | Saint Kitts and Nevis | KNA | 3 |
| 8 | Trinidad and Tobago | TTO | 3 |
| 12 | Antigua and Barbuda | ATG | 3 |
| 15 | Bonaire, Sint Eustatius and Saba | BES | 3 |
| 16 | Guadeloupe | GLP | 3 |
| 18 | United States Virgin Islands | VIR | 3 |
| 27 | Dominica | DMA | 3 |
| 31 | Sint Marteen | SXM | 3 |
| 32 | Saint Kitts and Nevis | KNA | 3 |
| 35 | Saint Lucia | LCA | 3 |
| 43 | Barbados | BRB | 3 |
| 51 | Trinidad and Tobago | TTO | 3 |
| 57 | Guadeloupe | GLP | 3 |
| 58 | Dominica | DMA | 3 |
| 60 | Grenada | GRD | 3 |
| 64 | Curacao | CUW | 3 |
| 66 | Curacao | CUW | 3 |
| 68 | Antigua and Barbuda | ATG | 3 |
| 69 | Dominica | DMA | 3 |
| 70 | Saint Martin | MAF | 3 |
| 76 | United States Virgin Islands | VIR | 3 |
| 79 | Guadeloupe | GLP | 3 |
| 81 | Barbados | BRB | 3 |
| 85 | Saint Vincent and the Grenadines | VCT | 3 |
| 91 | Aruba | ABW | 3 |
| 98 | Trinidad and Tobago | TTO | 3 |
| 104 | Mexico | MEX | 3 |
| 109 | Belize | BLZ | 3 |
| 110 | Guatemala | GTM | 3 |
| 111 | Guatemala | GTM | 3 |
| 122 | Costa Rica | CRI | 3 |
| 126 | Panama | PAN | 3 |
| 127 | Panama | PAN | 3 |
| 129 | Panama | PAN | 3 |
| 132 | Colombia | COL | 3 |
| 133 | Colombia | COL | 3 |
| 135 | Colombia | COL | 3 |
| 141 | Colombia | COL | 3 |
| 148 | Venezuela | VEN | 3 |
| 160 | Venezuela | VEN | 3 |
| 165 | Venezuela | VEN | 3 |
| 168 | Venezuela | VEN | 3 |
| 181 | Venezuela | VEN | 3 |
| 183 | Venezuela | VEN | 3 |
| 184 | Venezuela | VEN | 3 |
| 192 | Puerto Rico | PRI | 3 |
| 194 | Puerto Rico | PRI | 3 |
| 200 | Puerto Rico | PRI | 3 |
| 201 | Dominican Republic | DOM | 3 |
| 206 | Dominican Republic | DOM | 3 |
| 207 | Dominican Republic | DOM | 3 |
| 208 | Dominican Republic | DOM | 3 |
| 209 | Dominican Republic | DOM | 3 |
| 211 | Dominican Republic | DOM | 3 |
| 214 | Dominican Republic | DOM | 3 |
| 216 | Dominican Republic | DOM | 3 |
| 217 | Dominican Republic | DOM | 3 |
| 223 | Haiti | HTI | 3 |
| 227 | Haiti | HTI | 3 |
| 229 | Dominican Republic | DOM | 3 |
| 233 | Jamaica | JAM | 3 |
| 234 | Jamaica | JAM | 3 |
| 235 | Jamaica | JAM | 3 |
| 238 | Jamaica | JAM | 3 |
| 239 | Jamaica | JAM | 3 |
| 240 | Jamaica | JAM | 3 |
| 242 | Jamaica | JAM | 3 |
| 243 | Jamaica | JAM | 3 |
| 244 | Cayman Islands | CYM | 3 |
| 249 | Cuba | CUB | 3 |
| 250 | Cuba | CUB | 3 |
| 251 | Cuba | CUB | 3 |
| 254 | Cuba | CUB | 3 |
| 256 | Cuba | CUB | 3 |
| 262 | Cuba | CUB | 3 |
| 265 | Cuba | CUB | 3 |
| 270 | Cuba | CUB | 3 |
| 275 | Cuba | CUB | 3 |
| 296 | Bermuda | BMU | 3 |
| 300 | Bahamas | BHS | 3 |
| 306 | Bahamas | BHS | 3 |
| 307 | Bahamas | BHS | 3 |
| 312 | Bahamas | BHS | 3 |
| 317 | Guyana | GUY | 3 |
| 320 | Suriname | SUR | 3 |
| 321 | Suriname | SUR | 3 |
| 324 | French Guyana | GUF | 3 |
| 325 | Mexico | MEX | 3 |
| 331 | Mexico | MEX | 3 |
| 413 | Colombia | COL | 3 |
| 435 | Panama | PAN | 3 |
| 436 | Panama | PAN | 3 |
| 476 | Cuba | CUB | 3 |
| 499 | Cuba | CUB | 3 |
1.1.16 Cartographie
1.1.17 Comparaison Avec/Sans USA
Nombre optimal de clusters avec USA : 4
Nombre optimal de clusters sans USA : 3
Nombre de ports analysés avec USA : 150
Nombre de ports analysés sans USA : 117
1.2 Porte-conteneurs ( CONT )
1.2.1 Avec USA
1.2.1.1 Résumé
Analyse des centralités portuaires pour les navires de type ** Porte-conteneurs ** en incluant les ports américains.
1.2.2 Matrice de corrélation
1.2.3 Dendrogramme
1.2.4 Analyse des inerties
1.2.5 Visualisation des clusters
1.2.6 Analyse en Composantes Principales
1.2.6.1 Valeurs propres
1.2.6.2 Projection des individus (axes 1-2)
1.2.6.3 Projection des individus (axes 2-3)
1.2.6.4 Contribution des variables
1.2.6.5 Biplot
1.2.7 Tableau des résultats
| nbport | pays | codepays | cluster |
|---|---|---|---|
| 129 | Panama | PAN | 1 |
| 135 | Colombia | COL | 1 |
| 243 | Jamaica | JAM | 1 |
| 294 | United States of America | USA | 1 |
| 997 | Unknown | UNK | 1 |
| 1 | Trinidad and Tobago | TTO | 2 |
| 31 | Sint Marteen | SXM | 2 |
| 66 | Curacao | CUW | 2 |
| 73 | Trinidad and Tobago | TTO | 2 |
| 110 | Guatemala | GTM | 2 |
| 112 | Honduras | HND | 2 |
| 122 | Costa Rica | CRI | 2 |
| 128 | Panama | PAN | 2 |
| 200 | Puerto Rico | PRI | 2 |
| 208 | Dominican Republic | DOM | 2 |
| 212 | Dominican Republic | DOM | 2 |
| 249 | Cuba | CUB | 2 |
| 281 | United States of America | USA | 2 |
| 284 | United States of America | USA | 2 |
| 293 | United States of America | USA | 2 |
| 295 | United States of America | USA | 2 |
| 300 | Bahamas | BHS | 2 |
| 335 | Mexico | MEX | 2 |
| 338 | Mexico | MEX | 2 |
| 353 | United States of America | USA | 2 |
| 998 | Unknown | UNK | 2 |
| 999 | Unknown | UNK | 2 |
| 5 | Martinique | MTQ | 3 |
| 18 | United States Virgin Islands | VIR | 3 |
| 32 | Saint Kitts and Nevis | KNA | 3 |
| 35 | Saint Lucia | LCA | 3 |
| 43 | Barbados | BRB | 3 |
| 60 | Grenada | GRD | 3 |
| 68 | Antigua and Barbuda | ATG | 3 |
| 69 | Dominica | DMA | 3 |
| 76 | United States Virgin Islands | VIR | 3 |
| 79 | Guadeloupe | GLP | 3 |
| 85 | Saint Vincent and the Grenadines | VCT | 3 |
| 91 | Aruba | ABW | 3 |
| 98 | Trinidad and Tobago | TTO | 3 |
| 102 | Mexico | MEX | 3 |
| 107 | Belize | BLZ | 3 |
| 109 | Belize | BLZ | 3 |
| 111 | Guatemala | GTM | 3 |
| 117 | Honduras | HND | 3 |
| 123 | Panama | PAN | 3 |
| 133 | Colombia | COL | 3 |
| 134 | Colombia | COL | 3 |
| 136 | Colombia | COL | 3 |
| 140 | Colombia | COL | 3 |
| 142 | Colombia | COL | 3 |
| 148 | Venezuela | VEN | 3 |
| 153 | Venezuela | VEN | 3 |
| 160 | Venezuela | VEN | 3 |
| 161 | Venezuela | VEN | 3 |
| 165 | Venezuela | VEN | 3 |
| 174 | Venezuela | VEN | 3 |
| 201 | Dominican Republic | DOM | 3 |
| 211 | Dominican Republic | DOM | 3 |
| 222 | Haiti | HTI | 3 |
| 223 | Haiti | HTI | 3 |
| 229 | Dominican Republic | DOM | 3 |
| 231 | Jamaica | JAM | 3 |
| 244 | Cayman Islands | CYM | 3 |
| 250 | Cuba | CUB | 3 |
| 254 | Cuba | CUB | 3 |
| 262 | Cuba | CUB | 3 |
| 275 | Cuba | CUB | 3 |
| 278 | United States of America | USA | 3 |
| 289 | United States of America | USA | 3 |
| 297 | Bermuda | BMU | 3 |
| 306 | Bahamas | BHS | 3 |
| 313 | Turks and Caicos Islands | TCA | 3 |
| 315 | Turks and Caicos Islands | TCA | 3 |
| 316 | Guyana | GUY | 3 |
| 320 | Suriname | SUR | 3 |
| 324 | French Guyana | GUF | 3 |
| 325 | Mexico | MEX | 3 |
| 333 | Mexico | MEX | 3 |
| 336 | Mexico | MEX | 3 |
| 337 | Mexico | MEX | 3 |
| 350 | United States of America | USA | 3 |
| 365 | United States of America | USA | 3 |
| 374 | United States of America | USA | 3 |
| 376 | United States of America | USA | 3 |
| 377 | United States of America | USA | 3 |
| 378 | United States of America | USA | 3 |
| 383 | United States of America | USA | 3 |
| 384 | United States of America | USA | 3 |
| 435 | Panama | PAN | 3 |
| 436 | Panama | PAN | 3 |
| 458 | Honduras | HND | 3 |
1.2.8 Cartographie
1.2.9 Sans USA
1.2.9.1 Résumé
Analyse des centralités portuaires pour les navires de type ** Porte-conteneurs ** en excluant les ports américains.
1.2.10 Matrice de corrélation
1.2.11 Dendrogramme
1.2.12 Analyse des inerties
1.2.13 Visualisation des clusters
1.2.14 Analyse en Composantes Principales
1.2.14.1 Valeurs propres
1.2.14.2 Projection des individus (axes 1-2)
1.2.14.3 Projection des individus (axes 2-3)
1.2.14.4 Contribution des variables
1.2.14.5 Biplot
1.2.15 Tableau des résultats
| nbport | pays | codepays | cluster |
|---|---|---|---|
| 129 | Panama | PAN | 1 |
| 135 | Colombia | COL | 1 |
| 243 | Jamaica | JAM | 1 |
| 997 | Unknown | UNK | 1 |
| 1 | Trinidad and Tobago | TTO | 2 |
| 31 | Sint Marteen | SXM | 2 |
| 66 | Curacao | CUW | 2 |
| 73 | Trinidad and Tobago | TTO | 2 |
| 110 | Guatemala | GTM | 2 |
| 112 | Honduras | HND | 2 |
| 122 | Costa Rica | CRI | 2 |
| 128 | Panama | PAN | 2 |
| 136 | Colombia | COL | 2 |
| 200 | Puerto Rico | PRI | 2 |
| 208 | Dominican Republic | DOM | 2 |
| 212 | Dominican Republic | DOM | 2 |
| 249 | Cuba | CUB | 2 |
| 300 | Bahamas | BHS | 2 |
| 335 | Mexico | MEX | 2 |
| 338 | Mexico | MEX | 2 |
| 998 | Unknown | UNK | 2 |
| 999 | Unknown | UNK | 2 |
| 5 | Martinique | MTQ | 3 |
| 18 | United States Virgin Islands | VIR | 3 |
| 32 | Saint Kitts and Nevis | KNA | 3 |
| 35 | Saint Lucia | LCA | 3 |
| 43 | Barbados | BRB | 3 |
| 60 | Grenada | GRD | 3 |
| 68 | Antigua and Barbuda | ATG | 3 |
| 69 | Dominica | DMA | 3 |
| 76 | United States Virgin Islands | VIR | 3 |
| 79 | Guadeloupe | GLP | 3 |
| 85 | Saint Vincent and the Grenadines | VCT | 3 |
| 91 | Aruba | ABW | 3 |
| 98 | Trinidad and Tobago | TTO | 3 |
| 102 | Mexico | MEX | 3 |
| 107 | Belize | BLZ | 3 |
| 109 | Belize | BLZ | 3 |
| 111 | Guatemala | GTM | 3 |
| 117 | Honduras | HND | 3 |
| 123 | Panama | PAN | 3 |
| 133 | Colombia | COL | 3 |
| 134 | Colombia | COL | 3 |
| 140 | Colombia | COL | 3 |
| 142 | Colombia | COL | 3 |
| 148 | Venezuela | VEN | 3 |
| 153 | Venezuela | VEN | 3 |
| 160 | Venezuela | VEN | 3 |
| 161 | Venezuela | VEN | 3 |
| 165 | Venezuela | VEN | 3 |
| 174 | Venezuela | VEN | 3 |
| 201 | Dominican Republic | DOM | 3 |
| 211 | Dominican Republic | DOM | 3 |
| 222 | Haiti | HTI | 3 |
| 223 | Haiti | HTI | 3 |
| 229 | Dominican Republic | DOM | 3 |
| 231 | Jamaica | JAM | 3 |
| 244 | Cayman Islands | CYM | 3 |
| 250 | Cuba | CUB | 3 |
| 254 | Cuba | CUB | 3 |
| 262 | Cuba | CUB | 3 |
| 275 | Cuba | CUB | 3 |
| 297 | Bermuda | BMU | 3 |
| 306 | Bahamas | BHS | 3 |
| 313 | Turks and Caicos Islands | TCA | 3 |
| 315 | Turks and Caicos Islands | TCA | 3 |
| 316 | Guyana | GUY | 3 |
| 320 | Suriname | SUR | 3 |
| 324 | French Guyana | GUF | 3 |
| 325 | Mexico | MEX | 3 |
| 333 | Mexico | MEX | 3 |
| 336 | Mexico | MEX | 3 |
| 337 | Mexico | MEX | 3 |
| 435 | Panama | PAN | 3 |
| 436 | Panama | PAN | 3 |
| 458 | Honduras | HND | 3 |
1.2.16 Cartographie
1.2.17 Comparaison Avec/Sans USA
Nombre optimal de clusters avec USA : 3
Nombre optimal de clusters sans USA : 3
Nombre de ports analysés avec USA : 92
Nombre de ports analysés sans USA : 76
1.3 Navires de croisière ( CRUI )
1.3.1 Avec USA
1.3.1.1 Résumé
Analyse des centralités portuaires pour les navires de type ** Navires de croisière ** en incluant les ports américains.
1.3.2 Matrice de corrélation
1.3.3 Dendrogramme
1.3.4 Analyse des inerties
1.3.5 Visualisation des clusters
1.3.6 Analyse en Composantes Principales
1.3.6.1 Valeurs propres
1.3.6.2 Projection des individus (axes 1-2)
1.3.6.3 Projection des individus (axes 2-3)
1.3.6.4 Contribution des variables
1.3.6.5 Biplot
1.3.7 Tableau des résultats
| nbport | pays | codepays | cluster |
|---|---|---|---|
| 31 | Sint Marteen | SXM | 1 |
| 105 | Mexico | MEX | 1 |
| 200 | Puerto Rico | PRI | 1 |
| 294 | United States of America | USA | 1 |
| 295 | United States of America | USA | 1 |
| 997 | Unknown | UNK | 1 |
| 5 | Martinique | MTQ | 2 |
| 13 | Aruba | ABW | 2 |
| 21 | United States Virgin Islands | VIR | 2 |
| 27 | Dominica | DMA | 2 |
| 32 | Saint Kitts and Nevis | KNA | 2 |
| 35 | Saint Lucia | LCA | 2 |
| 43 | Barbados | BRB | 2 |
| 52 | British Virgin Islands | VGB | 2 |
| 59 | Bonaire, Sint Eustatius and Saba | BES | 2 |
| 60 | Grenada | GRD | 2 |
| 66 | Curacao | CUW | 2 |
| 68 | Antigua and Barbuda | ATG | 2 |
| 69 | Dominica | DMA | 2 |
| 70 | Saint Martin | MAF | 2 |
| 76 | United States Virgin Islands | VIR | 2 |
| 79 | Guadeloupe | GLP | 2 |
| 85 | Saint Vincent and the Grenadines | VCT | 2 |
| 106 | Mexico | MEX | 2 |
| 110 | Guatemala | GTM | 2 |
| 116 | Honduras | HND | 2 |
| 122 | Costa Rica | CRI | 2 |
| 129 | Panama | PAN | 2 |
| 135 | Colombia | COL | 2 |
| 140 | Colombia | COL | 2 |
| 202 | Dominican Republic | DOM | 2 |
| 206 | Dominican Republic | DOM | 2 |
| 211 | Dominican Republic | DOM | 2 |
| 228 | Haiti | HTI | 2 |
| 231 | Jamaica | JAM | 2 |
| 232 | Jamaica | JAM | 2 |
| 235 | Jamaica | JAM | 2 |
| 244 | Cayman Islands | CYM | 2 |
| 250 | Cuba | CUB | 2 |
| 265 | Cuba | CUB | 2 |
| 275 | Cuba | CUB | 2 |
| 281 | United States of America | USA | 2 |
| 284 | United States of America | USA | 2 |
| 291 | United States of America | USA | 2 |
| 296 | Bermuda | BMU | 2 |
| 297 | Bermuda | BMU | 2 |
| 298 | Bermuda | BMU | 2 |
| 300 | Bahamas | BHS | 2 |
| 303 | Bahamas | BHS | 2 |
| 305 | Bahamas | BHS | 2 |
| 306 | Bahamas | BHS | 2 |
| 315 | Turks and Caicos Islands | TCA | 2 |
| 325 | Mexico | MEX | 2 |
| 351 | United States of America | USA | 2 |
| 365 | United States of America | USA | 2 |
| 383 | United States of America | USA | 2 |
| 387 | United States of America | USA | 2 |
| 458 | Honduras | HND | 2 |
| 463 | Belize | BLZ | 2 |
| 998 | Unknown | UNK | 2 |
| 999 | Unknown | UNK | 2 |
| 1 | Trinidad and Tobago | TTO | 3 |
| 14 | Saint Martin | MAF | 3 |
| 23 | Bonaire, Sint Eustatius and Saba | BES | 3 |
| 26 | Anguilla | AIA | 3 |
| 36 | Guadeloupe | GLP | 3 |
| 38 | Trinidad and Tobago | TTO | 3 |
| 47 | Saint Vincent and the Grenadines | VCT | 3 |
| 49 | Bonaire, Sint Eustatius and Saba | BES | 3 |
| 57 | Guadeloupe | GLP | 3 |
| 74 | Saint Kitts and Nevis | KNA | 3 |
| 88 | Montserrat | MSR | 3 |
| 107 | Belize | BLZ | 3 |
| 112 | Honduras | HND | 3 |
| 115 | Honduras | HND | 3 |
| 128 | Panama | PAN | 3 |
| 161 | Venezuela | VEN | 3 |
| 194 | Puerto Rico | PRI | 3 |
| 236 | Jamaica | JAM | 3 |
| 251 | Cuba | CUB | 3 |
| 266 | Cuba | CUB | 3 |
| 282 | United States of America | USA | 3 |
| 286 | United States of America | USA | 3 |
| 287 | United States of America | USA | 3 |
| 288 | United States of America | USA | 3 |
| 289 | United States of America | USA | 3 |
| 293 | United States of America | USA | 3 |
| 299 | Bahamas | BHS | 3 |
| 309 | Bahamas | BHS | 3 |
| 316 | Guyana | GUY | 3 |
| 320 | Suriname | SUR | 3 |
| 324 | French Guyana | GUF | 3 |
| 327 | Mexico | MEX | 3 |
| 331 | Mexico | MEX | 3 |
| 366 | United States of America | USA | 3 |
| 377 | United States of America | USA | 3 |
| 433 | Panama | PAN | 3 |
| 434 | Panama | PAN | 3 |
| 435 | Panama | PAN | 3 |
| 436 | Panama | PAN | 3 |
1.3.8 Cartographie
1.3.9 Sans USA
1.3.9.1 Résumé
Analyse des centralités portuaires pour les navires de type ** Navires de croisière ** en excluant les ports américains.
1.3.10 Matrice de corrélation
1.3.11 Dendrogramme
1.3.12 Analyse des inerties
1.3.13 Visualisation des clusters
1.3.14 Analyse en Composantes Principales
1.3.14.1 Valeurs propres
1.3.14.2 Projection des individus (axes 1-2)
1.3.14.3 Projection des individus (axes 2-3)
1.3.14.4 Contribution des variables
1.3.14.5 Biplot
1.3.15 Tableau des résultats
| nbport | pays | codepays | cluster |
|---|---|---|---|
| 13 | Aruba | ABW | 1 |
| 31 | Sint Marteen | SXM | 1 |
| 32 | Saint Kitts and Nevis | KNA | 1 |
| 43 | Barbados | BRB | 1 |
| 68 | Antigua and Barbuda | ATG | 1 |
| 76 | United States Virgin Islands | VIR | 1 |
| 105 | Mexico | MEX | 1 |
| 135 | Colombia | COL | 1 |
| 200 | Puerto Rico | PRI | 1 |
| 306 | Bahamas | BHS | 1 |
| 997 | Unknown | UNK | 1 |
| 5 | Martinique | MTQ | 2 |
| 35 | Saint Lucia | LCA | 2 |
| 52 | British Virgin Islands | VGB | 2 |
| 59 | Bonaire, Sint Eustatius and Saba | BES | 2 |
| 60 | Grenada | GRD | 2 |
| 66 | Curacao | CUW | 2 |
| 69 | Dominica | DMA | 2 |
| 79 | Guadeloupe | GLP | 2 |
| 85 | Saint Vincent and the Grenadines | VCT | 2 |
| 106 | Mexico | MEX | 2 |
| 116 | Honduras | HND | 2 |
| 122 | Costa Rica | CRI | 2 |
| 129 | Panama | PAN | 2 |
| 202 | Dominican Republic | DOM | 2 |
| 206 | Dominican Republic | DOM | 2 |
| 228 | Haiti | HTI | 2 |
| 231 | Jamaica | JAM | 2 |
| 232 | Jamaica | JAM | 2 |
| 235 | Jamaica | JAM | 2 |
| 244 | Cayman Islands | CYM | 2 |
| 250 | Cuba | CUB | 2 |
| 296 | Bermuda | BMU | 2 |
| 300 | Bahamas | BHS | 2 |
| 305 | Bahamas | BHS | 2 |
| 315 | Turks and Caicos Islands | TCA | 2 |
| 325 | Mexico | MEX | 2 |
| 458 | Honduras | HND | 2 |
| 463 | Belize | BLZ | 2 |
| 998 | Unknown | UNK | 2 |
| 999 | Unknown | UNK | 2 |
| 1 | Trinidad and Tobago | TTO | 3 |
| 14 | Saint Martin | MAF | 3 |
| 21 | United States Virgin Islands | VIR | 3 |
| 23 | Bonaire, Sint Eustatius and Saba | BES | 3 |
| 26 | Anguilla | AIA | 3 |
| 27 | Dominica | DMA | 3 |
| 36 | Guadeloupe | GLP | 3 |
| 38 | Trinidad and Tobago | TTO | 3 |
| 47 | Saint Vincent and the Grenadines | VCT | 3 |
| 49 | Bonaire, Sint Eustatius and Saba | BES | 3 |
| 57 | Guadeloupe | GLP | 3 |
| 70 | Saint Martin | MAF | 3 |
| 74 | Saint Kitts and Nevis | KNA | 3 |
| 88 | Montserrat | MSR | 3 |
| 107 | Belize | BLZ | 3 |
| 110 | Guatemala | GTM | 3 |
| 112 | Honduras | HND | 3 |
| 115 | Honduras | HND | 3 |
| 128 | Panama | PAN | 3 |
| 140 | Colombia | COL | 3 |
| 161 | Venezuela | VEN | 3 |
| 194 | Puerto Rico | PRI | 3 |
| 211 | Dominican Republic | DOM | 3 |
| 236 | Jamaica | JAM | 3 |
| 251 | Cuba | CUB | 3 |
| 265 | Cuba | CUB | 3 |
| 266 | Cuba | CUB | 3 |
| 275 | Cuba | CUB | 3 |
| 297 | Bermuda | BMU | 3 |
| 298 | Bermuda | BMU | 3 |
| 299 | Bahamas | BHS | 3 |
| 303 | Bahamas | BHS | 3 |
| 309 | Bahamas | BHS | 3 |
| 316 | Guyana | GUY | 3 |
| 320 | Suriname | SUR | 3 |
| 324 | French Guyana | GUF | 3 |
| 327 | Mexico | MEX | 3 |
| 331 | Mexico | MEX | 3 |
| 433 | Panama | PAN | 3 |
| 434 | Panama | PAN | 3 |
| 435 | Panama | PAN | 3 |
| 436 | Panama | PAN | 3 |
1.3.16 Cartographie
1.3.17 Comparaison Avec/Sans USA
Nombre optimal de clusters avec USA : 3
Nombre optimal de clusters sans USA : 3
Nombre de ports analysés avec USA : 100
Nombre de ports analysés sans USA : 83
1.4 General cargo ( GCAR )
1.4.1 Avec USA
1.4.1.1 Résumé
Analyse des centralités portuaires pour les navires de type ** General cargo ** en incluant les ports américains.
1.4.2 Matrice de corrélation
1.4.3 Dendrogramme
1.4.4 Analyse des inerties
1.4.5 Visualisation des clusters
1.4.6 Analyse en Composantes Principales
1.4.6.1 Valeurs propres
1.4.6.2 Projection des individus (axes 1-2)
1.4.6.3 Projection des individus (axes 2-3)
1.4.6.4 Contribution des variables
1.4.6.5 Biplot
1.4.7 Tableau des résultats
| nbport | pays | codepays | cluster |
|---|---|---|---|
| 73 | Trinidad and Tobago | TTO | 1 |
| 134 | Colombia | COL | 1 |
| 136 | Colombia | COL | 1 |
| 212 | Dominican Republic | DOM | 1 |
| 243 | Jamaica | JAM | 1 |
| 294 | United States of America | USA | 1 |
| 316 | Guyana | GUY | 1 |
| 335 | Mexico | MEX | 1 |
| 353 | United States of America | USA | 1 |
| 365 | United States of America | USA | 1 |
| 997 | Unknown | UNK | 1 |
| 998 | Unknown | UNK | 1 |
| 999 | Unknown | UNK | 1 |
| 1 | Trinidad and Tobago | TTO | 2 |
| 3 | Saint Lucia | LCA | 2 |
| 5 | Martinique | MTQ | 2 |
| 6 | Saint Kitts and Nevis | KNA | 2 |
| 8 | Trinidad and Tobago | TTO | 2 |
| 15 | Bonaire, Sint Eustatius and Saba | BES | 2 |
| 18 | United States Virgin Islands | VIR | 2 |
| 31 | Sint Marteen | SXM | 2 |
| 32 | Saint Kitts and Nevis | KNA | 2 |
| 35 | Saint Lucia | LCA | 2 |
| 43 | Barbados | BRB | 2 |
| 52 | British Virgin Islands | VGB | 2 |
| 57 | Guadeloupe | GLP | 2 |
| 59 | Bonaire, Sint Eustatius and Saba | BES | 2 |
| 60 | Grenada | GRD | 2 |
| 64 | Curacao | CUW | 2 |
| 66 | Curacao | CUW | 2 |
| 68 | Antigua and Barbuda | ATG | 2 |
| 69 | Dominica | DMA | 2 |
| 76 | United States Virgin Islands | VIR | 2 |
| 79 | Guadeloupe | GLP | 2 |
| 80 | Trinidad and Tobago | TTO | 2 |
| 85 | Saint Vincent and the Grenadines | VCT | 2 |
| 91 | Aruba | ABW | 2 |
| 98 | Trinidad and Tobago | TTO | 2 |
| 107 | Belize | BLZ | 2 |
| 109 | Belize | BLZ | 2 |
| 110 | Guatemala | GTM | 2 |
| 112 | Honduras | HND | 2 |
| 119 | Colombia | COL | 2 |
| 122 | Costa Rica | CRI | 2 |
| 126 | Panama | PAN | 2 |
| 128 | Panama | PAN | 2 |
| 129 | Panama | PAN | 2 |
| 133 | Colombia | COL | 2 |
| 135 | Colombia | COL | 2 |
| 138 | Colombia | COL | 2 |
| 140 | Colombia | COL | 2 |
| 141 | Colombia | COL | 2 |
| 142 | Colombia | COL | 2 |
| 160 | Venezuela | VEN | 2 |
| 161 | Venezuela | VEN | 2 |
| 165 | Venezuela | VEN | 2 |
| 183 | Venezuela | VEN | 2 |
| 194 | Puerto Rico | PRI | 2 |
| 200 | Puerto Rico | PRI | 2 |
| 201 | Dominican Republic | DOM | 2 |
| 207 | Dominican Republic | DOM | 2 |
| 208 | Dominican Republic | DOM | 2 |
| 211 | Dominican Republic | DOM | 2 |
| 222 | Haiti | HTI | 2 |
| 223 | Haiti | HTI | 2 |
| 227 | Haiti | HTI | 2 |
| 233 | Jamaica | JAM | 2 |
| 239 | Jamaica | JAM | 2 |
| 240 | Jamaica | JAM | 2 |
| 244 | Cayman Islands | CYM | 2 |
| 249 | Cuba | CUB | 2 |
| 250 | Cuba | CUB | 2 |
| 256 | Cuba | CUB | 2 |
| 262 | Cuba | CUB | 2 |
| 265 | Cuba | CUB | 2 |
| 275 | Cuba | CUB | 2 |
| 278 | United States of America | USA | 2 |
| 281 | United States of America | USA | 2 |
| 284 | United States of America | USA | 2 |
| 286 | United States of America | USA | 2 |
| 289 | United States of America | USA | 2 |
| 291 | United States of America | USA | 2 |
| 293 | United States of America | USA | 2 |
| 295 | United States of America | USA | 2 |
| 300 | Bahamas | BHS | 2 |
| 312 | Bahamas | BHS | 2 |
| 313 | Turks and Caicos Islands | TCA | 2 |
| 317 | Guyana | GUY | 2 |
| 320 | Suriname | SUR | 2 |
| 325 | Mexico | MEX | 2 |
| 331 | Mexico | MEX | 2 |
| 333 | Mexico | MEX | 2 |
| 336 | Mexico | MEX | 2 |
| 337 | Mexico | MEX | 2 |
| 338 | Mexico | MEX | 2 |
| 339 | United States of America | USA | 2 |
| 341 | United States of America | USA | 2 |
| 342 | United States of America | USA | 2 |
| 343 | United States of America | USA | 2 |
| 348 | United States of America | USA | 2 |
| 350 | United States of America | USA | 2 |
| 351 | United States of America | USA | 2 |
| 355 | United States of America | USA | 2 |
| 357 | United States of America | USA | 2 |
| 359 | United States of America | USA | 2 |
| 361 | United States of America | USA | 2 |
| 366 | United States of America | USA | 2 |
| 376 | United States of America | USA | 2 |
| 377 | United States of America | USA | 2 |
| 379 | United States of America | USA | 2 |
| 383 | United States of America | USA | 2 |
| 384 | United States of America | USA | 2 |
| 413 | Colombia | COL | 2 |
| 436 | Panama | PAN | 2 |
| 4 | British Virgin Islands | VGB | 3 |
| 9 | British Virgin Islands | VGB | 3 |
| 12 | Antigua and Barbuda | ATG | 3 |
| 13 | Aruba | ABW | 3 |
| 22 | Grenada | GRD | 3 |
| 23 | Bonaire, Sint Eustatius and Saba | BES | 3 |
| 26 | Anguilla | AIA | 3 |
| 29 | Saint Vincent and the Grenadines | VCT | 3 |
| 40 | British Virgin Islands | VGB | 3 |
| 48 | Antigua and Barbuda | ATG | 3 |
| 51 | Trinidad and Tobago | TTO | 3 |
| 54 | Trinidad and Tobago | TTO | 3 |
| 70 | Saint Martin | MAF | 3 |
| 74 | Saint Kitts and Nevis | KNA | 3 |
| 78 | Saint Vincent and the Grenadines | VCT | 3 |
| 81 | Barbados | BRB | 3 |
| 83 | Montserrat | MSR | 3 |
| 87 | Dominica | DMA | 3 |
| 88 | Montserrat | MSR | 3 |
| 97 | British Virgin Islands | VGB | 3 |
| 102 | Mexico | MEX | 3 |
| 104 | Mexico | MEX | 3 |
| 105 | Mexico | MEX | 3 |
| 111 | Guatemala | GTM | 3 |
| 116 | Honduras | HND | 3 |
| 121 | Nicaragua | NIC | 3 |
| 123 | Panama | PAN | 3 |
| 125 | Panama | PAN | 3 |
| 127 | Panama | PAN | 3 |
| 132 | Colombia | COL | 3 |
| 139 | Colombia | COL | 3 |
| 146 | Venezuela | VEN | 3 |
| 148 | Venezuela | VEN | 3 |
| 152 | Venezuela | VEN | 3 |
| 153 | Venezuela | VEN | 3 |
| 155 | Venezuela | VEN | 3 |
| 163 | Venezuela | VEN | 3 |
| 168 | Venezuela | VEN | 3 |
| 174 | Venezuela | VEN | 3 |
| 181 | Venezuela | VEN | 3 |
| 182 | Venezuela | VEN | 3 |
| 185 | Venezuela | VEN | 3 |
| 190 | Puerto Rico | PRI | 3 |
| 195 | Puerto Rico | PRI | 3 |
| 196 | Puerto Rico | PRI | 3 |
| 206 | Dominican Republic | DOM | 3 |
| 209 | Dominican Republic | DOM | 3 |
| 215 | Dominican Republic | DOM | 3 |
| 217 | Dominican Republic | DOM | 3 |
| 219 | Haiti | HTI | 3 |
| 220 | Haiti | HTI | 3 |
| 221 | Haiti | HTI | 3 |
| 224 | Haiti | HTI | 3 |
| 225 | Haiti | HTI | 3 |
| 226 | Haiti | HTI | 3 |
| 229 | Dominican Republic | DOM | 3 |
| 231 | Jamaica | JAM | 3 |
| 234 | Jamaica | JAM | 3 |
| 235 | Jamaica | JAM | 3 |
| 238 | Jamaica | JAM | 3 |
| 242 | Jamaica | JAM | 3 |
| 251 | Cuba | CUB | 3 |
| 254 | Cuba | CUB | 3 |
| 257 | Cuba | CUB | 3 |
| 268 | Cuba | CUB | 3 |
| 270 | Cuba | CUB | 3 |
| 274 | Cuba | CUB | 3 |
| 276 | Cuba | CUB | 3 |
| 277 | Cuba | CUB | 3 |
| 287 | United States of America | USA | 3 |
| 296 | Bermuda | BMU | 3 |
| 297 | Bermuda | BMU | 3 |
| 298 | Bermuda | BMU | 3 |
| 299 | Bahamas | BHS | 3 |
| 302 | Bahamas | BHS | 3 |
| 306 | Bahamas | BHS | 3 |
| 315 | Turks and Caicos Islands | TCA | 3 |
| 319 | Suriname | SUR | 3 |
| 321 | Suriname | SUR | 3 |
| 322 | Suriname | SUR | 3 |
| 323 | French Guyana | GUF | 3 |
| 324 | French Guyana | GUF | 3 |
| 352 | United States of America | USA | 3 |
| 356 | United States of America | USA | 3 |
| 368 | United States of America | USA | 3 |
| 374 | United States of America | USA | 3 |
| 378 | United States of America | USA | 3 |
| 395 | Venezuela | VEN | 3 |
| 410 | Colombia | COL | 3 |
| 416 | Colombia | COL | 3 |
| 424 | Panama | PAN | 3 |
| 435 | Panama | PAN | 3 |
| 453 | Colombia | COL | 3 |
| 458 | Honduras | HND | 3 |
| 512 | Haiti | HTI | 3 |
1.4.8 Cartographie
1.4.9 Sans USA
1.4.9.1 Résumé
Analyse des centralités portuaires pour les navires de type ** General cargo ** en excluant les ports américains.
1.4.10 Matrice de corrélation
1.4.11 Dendrogramme
1.4.12 Analyse des inerties
1.4.13 Visualisation des clusters
1.4.14 Analyse en Composantes Principales
1.4.14.1 Valeurs propres
1.4.14.2 Projection des individus (axes 1-2)
1.4.14.3 Projection des individus (axes 2-3)
1.4.14.4 Contribution des variables
1.4.14.5 Biplot
1.4.15 Tableau des résultats
| nbport | pays | codepays | cluster |
|---|---|---|---|
| 73 | Trinidad and Tobago | TTO | 1 |
| 134 | Colombia | COL | 1 |
| 136 | Colombia | COL | 1 |
| 212 | Dominican Republic | DOM | 1 |
| 243 | Jamaica | JAM | 1 |
| 316 | Guyana | GUY | 1 |
| 335 | Mexico | MEX | 1 |
| 337 | Mexico | MEX | 1 |
| 997 | Unknown | UNK | 1 |
| 998 | Unknown | UNK | 1 |
| 999 | Unknown | UNK | 1 |
| 1 | Trinidad and Tobago | TTO | 2 |
| 5 | Martinique | MTQ | 2 |
| 8 | Trinidad and Tobago | TTO | 2 |
| 15 | Bonaire, Sint Eustatius and Saba | BES | 2 |
| 18 | United States Virgin Islands | VIR | 2 |
| 31 | Sint Marteen | SXM | 2 |
| 32 | Saint Kitts and Nevis | KNA | 2 |
| 35 | Saint Lucia | LCA | 2 |
| 43 | Barbados | BRB | 2 |
| 52 | British Virgin Islands | VGB | 2 |
| 59 | Bonaire, Sint Eustatius and Saba | BES | 2 |
| 60 | Grenada | GRD | 2 |
| 64 | Curacao | CUW | 2 |
| 66 | Curacao | CUW | 2 |
| 68 | Antigua and Barbuda | ATG | 2 |
| 76 | United States Virgin Islands | VIR | 2 |
| 79 | Guadeloupe | GLP | 2 |
| 85 | Saint Vincent and the Grenadines | VCT | 2 |
| 91 | Aruba | ABW | 2 |
| 98 | Trinidad and Tobago | TTO | 2 |
| 107 | Belize | BLZ | 2 |
| 110 | Guatemala | GTM | 2 |
| 112 | Honduras | HND | 2 |
| 119 | Colombia | COL | 2 |
| 122 | Costa Rica | CRI | 2 |
| 126 | Panama | PAN | 2 |
| 128 | Panama | PAN | 2 |
| 129 | Panama | PAN | 2 |
| 133 | Colombia | COL | 2 |
| 135 | Colombia | COL | 2 |
| 140 | Colombia | COL | 2 |
| 142 | Colombia | COL | 2 |
| 160 | Venezuela | VEN | 2 |
| 161 | Venezuela | VEN | 2 |
| 165 | Venezuela | VEN | 2 |
| 200 | Puerto Rico | PRI | 2 |
| 201 | Dominican Republic | DOM | 2 |
| 207 | Dominican Republic | DOM | 2 |
| 211 | Dominican Republic | DOM | 2 |
| 222 | Haiti | HTI | 2 |
| 223 | Haiti | HTI | 2 |
| 227 | Haiti | HTI | 2 |
| 244 | Cayman Islands | CYM | 2 |
| 249 | Cuba | CUB | 2 |
| 250 | Cuba | CUB | 2 |
| 262 | Cuba | CUB | 2 |
| 265 | Cuba | CUB | 2 |
| 275 | Cuba | CUB | 2 |
| 300 | Bahamas | BHS | 2 |
| 320 | Suriname | SUR | 2 |
| 325 | Mexico | MEX | 2 |
| 338 | Mexico | MEX | 2 |
| 3 | Saint Lucia | LCA | 3 |
| 4 | British Virgin Islands | VGB | 3 |
| 6 | Saint Kitts and Nevis | KNA | 3 |
| 9 | British Virgin Islands | VGB | 3 |
| 12 | Antigua and Barbuda | ATG | 3 |
| 13 | Aruba | ABW | 3 |
| 22 | Grenada | GRD | 3 |
| 23 | Bonaire, Sint Eustatius and Saba | BES | 3 |
| 26 | Anguilla | AIA | 3 |
| 29 | Saint Vincent and the Grenadines | VCT | 3 |
| 40 | British Virgin Islands | VGB | 3 |
| 48 | Antigua and Barbuda | ATG | 3 |
| 51 | Trinidad and Tobago | TTO | 3 |
| 54 | Trinidad and Tobago | TTO | 3 |
| 57 | Guadeloupe | GLP | 3 |
| 69 | Dominica | DMA | 3 |
| 70 | Saint Martin | MAF | 3 |
| 74 | Saint Kitts and Nevis | KNA | 3 |
| 78 | Saint Vincent and the Grenadines | VCT | 3 |
| 80 | Trinidad and Tobago | TTO | 3 |
| 81 | Barbados | BRB | 3 |
| 83 | Montserrat | MSR | 3 |
| 87 | Dominica | DMA | 3 |
| 88 | Montserrat | MSR | 3 |
| 97 | British Virgin Islands | VGB | 3 |
| 102 | Mexico | MEX | 3 |
| 104 | Mexico | MEX | 3 |
| 105 | Mexico | MEX | 3 |
| 109 | Belize | BLZ | 3 |
| 111 | Guatemala | GTM | 3 |
| 116 | Honduras | HND | 3 |
| 121 | Nicaragua | NIC | 3 |
| 123 | Panama | PAN | 3 |
| 125 | Panama | PAN | 3 |
| 127 | Panama | PAN | 3 |
| 132 | Colombia | COL | 3 |
| 138 | Colombia | COL | 3 |
| 139 | Colombia | COL | 3 |
| 141 | Colombia | COL | 3 |
| 146 | Venezuela | VEN | 3 |
| 148 | Venezuela | VEN | 3 |
| 152 | Venezuela | VEN | 3 |
| 153 | Venezuela | VEN | 3 |
| 155 | Venezuela | VEN | 3 |
| 163 | Venezuela | VEN | 3 |
| 168 | Venezuela | VEN | 3 |
| 174 | Venezuela | VEN | 3 |
| 181 | Venezuela | VEN | 3 |
| 182 | Venezuela | VEN | 3 |
| 183 | Venezuela | VEN | 3 |
| 185 | Venezuela | VEN | 3 |
| 190 | Puerto Rico | PRI | 3 |
| 194 | Puerto Rico | PRI | 3 |
| 195 | Puerto Rico | PRI | 3 |
| 196 | Puerto Rico | PRI | 3 |
| 206 | Dominican Republic | DOM | 3 |
| 208 | Dominican Republic | DOM | 3 |
| 209 | Dominican Republic | DOM | 3 |
| 215 | Dominican Republic | DOM | 3 |
| 217 | Dominican Republic | DOM | 3 |
| 219 | Haiti | HTI | 3 |
| 220 | Haiti | HTI | 3 |
| 221 | Haiti | HTI | 3 |
| 224 | Haiti | HTI | 3 |
| 225 | Haiti | HTI | 3 |
| 226 | Haiti | HTI | 3 |
| 229 | Dominican Republic | DOM | 3 |
| 231 | Jamaica | JAM | 3 |
| 233 | Jamaica | JAM | 3 |
| 234 | Jamaica | JAM | 3 |
| 235 | Jamaica | JAM | 3 |
| 238 | Jamaica | JAM | 3 |
| 239 | Jamaica | JAM | 3 |
| 240 | Jamaica | JAM | 3 |
| 242 | Jamaica | JAM | 3 |
| 251 | Cuba | CUB | 3 |
| 254 | Cuba | CUB | 3 |
| 256 | Cuba | CUB | 3 |
| 257 | Cuba | CUB | 3 |
| 268 | Cuba | CUB | 3 |
| 270 | Cuba | CUB | 3 |
| 274 | Cuba | CUB | 3 |
| 276 | Cuba | CUB | 3 |
| 277 | Cuba | CUB | 3 |
| 296 | Bermuda | BMU | 3 |
| 297 | Bermuda | BMU | 3 |
| 298 | Bermuda | BMU | 3 |
| 299 | Bahamas | BHS | 3 |
| 302 | Bahamas | BHS | 3 |
| 306 | Bahamas | BHS | 3 |
| 312 | Bahamas | BHS | 3 |
| 313 | Turks and Caicos Islands | TCA | 3 |
| 315 | Turks and Caicos Islands | TCA | 3 |
| 317 | Guyana | GUY | 3 |
| 319 | Suriname | SUR | 3 |
| 321 | Suriname | SUR | 3 |
| 322 | Suriname | SUR | 3 |
| 323 | French Guyana | GUF | 3 |
| 324 | French Guyana | GUF | 3 |
| 331 | Mexico | MEX | 3 |
| 333 | Mexico | MEX | 3 |
| 336 | Mexico | MEX | 3 |
| 395 | Venezuela | VEN | 3 |
| 410 | Colombia | COL | 3 |
| 413 | Colombia | COL | 3 |
| 416 | Colombia | COL | 3 |
| 424 | Panama | PAN | 3 |
| 435 | Panama | PAN | 3 |
| 436 | Panama | PAN | 3 |
| 453 | Colombia | COL | 3 |
| 458 | Honduras | HND | 3 |
| 512 | Haiti | HTI | 3 |
1.4.16 Cartographie
1.4.17 Comparaison Avec/Sans USA
Nombre optimal de clusters avec USA : 3
Nombre optimal de clusters sans USA : 3
Nombre de ports analysés avec USA : 209
Nombre de ports analysés sans USA : 175
1.5 Navires inter-insulaires ( IISL )
1.5.1 Avec USA
1.5.1.1 Résumé
Analyse des centralités portuaires pour les navires de type ** Navires inter-insulaires ** en incluant les ports américains.
1.5.2 Matrice de corrélation
1.5.3 Dendrogramme
1.5.4 Analyse des inerties
1.5.5 Visualisation des clusters
1.5.6 Analyse en Composantes Principales
1.5.6.1 Valeurs propres
1.5.6.2 Projection des individus (axes 1-2)
1.5.6.3 Projection des individus (axes 2-3)
1.5.6.4 Contribution des variables
1.5.6.5 Biplot
1.5.7 Tableau des résultats
| nbport | pays | codepays | cluster |
|---|---|---|---|
| 4 | British Virgin Islands | VGB | 1 |
| 52 | British Virgin Islands | VGB | 1 |
| 85 | Saint Vincent and the Grenadines | VCT | 1 |
| 105 | Mexico | MEX | 1 |
| 188 | Puerto Rico | PRI | 1 |
| 200 | Puerto Rico | PRI | 1 |
| 294 | United States of America | USA | 1 |
| 295 | United States of America | USA | 1 |
| 300 | Bahamas | BHS | 1 |
| 313 | Turks and Caicos Islands | TCA | 1 |
| 997 | Unknown | UNK | 1 |
| 5 | Martinique | MTQ | 2 |
| 27 | Dominica | DMA | 2 |
| 31 | Sint Marteen | SXM | 2 |
| 32 | Saint Kitts and Nevis | KNA | 2 |
| 69 | Dominica | DMA | 2 |
| 79 | Guadeloupe | GLP | 2 |
| 1 | Trinidad and Tobago | TTO | 3 |
| 9 | British Virgin Islands | VGB | 3 |
| 28 | United States Virgin Islands | VIR | 3 |
| 29 | Saint Vincent and the Grenadines | VCT | 3 |
| 34 | Saint Vincent and the Grenadines | VCT | 3 |
| 38 | Trinidad and Tobago | TTO | 3 |
| 40 | British Virgin Islands | VGB | 3 |
| 43 | Barbados | BRB | 3 |
| 47 | Saint Vincent and the Grenadines | VCT | 3 |
| 50 | British Virgin Islands | VGB | 3 |
| 53 | Saint Vincent and the Grenadines | VCT | 3 |
| 55 | United States Virgin Islands | VIR | 3 |
| 74 | Saint Kitts and Nevis | KNA | 3 |
| 75 | United States Virgin Islands | VIR | 3 |
| 76 | United States Virgin Islands | VIR | 3 |
| 78 | Saint Vincent and the Grenadines | VCT | 3 |
| 84 | Martinique | MTQ | 3 |
| 92 | British Virgin Islands | VGB | 3 |
| 94 | British Virgin Islands | VGB | 3 |
| 95 | Sint Marteen | SXM | 3 |
| 97 | British Virgin Islands | VGB | 3 |
| 98 | Trinidad and Tobago | TTO | 3 |
| 100 | Saint Lucia | LCA | 3 |
| 102 | Mexico | MEX | 3 |
| 103 | Mexico | MEX | 3 |
| 104 | Mexico | MEX | 3 |
| 122 | Costa Rica | CRI | 3 |
| 128 | Panama | PAN | 3 |
| 175 | Venezuela | VEN | 3 |
| 186 | Puerto Rico | PRI | 3 |
| 187 | Puerto Rico | PRI | 3 |
| 201 | Dominican Republic | DOM | 3 |
| 211 | Dominican Republic | DOM | 3 |
| 212 | Dominican Republic | DOM | 3 |
| 229 | Dominican Republic | DOM | 3 |
| 279 | United States of America | USA | 3 |
| 281 | United States of America | USA | 3 |
| 289 | United States of America | USA | 3 |
| 291 | United States of America | USA | 3 |
| 293 | United States of America | USA | 3 |
| 296 | Bermuda | BMU | 3 |
| 297 | Bermuda | BMU | 3 |
| 298 | Bermuda | BMU | 3 |
| 299 | Bahamas | BHS | 3 |
| 302 | Bahamas | BHS | 3 |
| 306 | Bahamas | BHS | 3 |
| 314 | Turks and Caicos Islands | TCA | 3 |
| 315 | Turks and Caicos Islands | TCA | 3 |
| 335 | Mexico | MEX | 3 |
| 383 | United States of America | USA | 3 |
| 387 | United States of America | USA | 3 |
| 435 | Panama | PAN | 3 |
| 436 | Panama | PAN | 3 |
| 471 | Mexico | MEX | 3 |
| 472 | Mexico | MEX | 3 |
| 528 | Puerto Rico | PRI | 3 |
| 999 | Unknown | UNK | 3 |
| 22 | Grenada | GRD | 4 |
| 60 | Grenada | GRD | 4 |
| 66 | Curacao | CUW | 4 |
| 160 | Venezuela | VEN | 4 |
| 164 | Venezuela | VEN | 4 |
| 165 | Venezuela | VEN | 4 |
| 168 | Venezuela | VEN | 4 |
| 169 | Venezuela | VEN | 4 |
| 173 | Venezuela | VEN | 4 |
| 177 | Venezuela | VEN | 4 |
| 216 | Dominican Republic | DOM | 4 |
| 246 | Cuba | CUB | 4 |
| 250 | Cuba | CUB | 4 |
| 264 | Cuba | CUB | 4 |
| 287 | United States of America | USA | 4 |
| 316 | Guyana | GUY | 4 |
| 343 | United States of America | USA | 4 |
| 349 | United States of America | USA | 4 |
| 351 | United States of America | USA | 4 |
| 353 | United States of America | USA | 4 |
| 506 | Cuba | CUB | 4 |
| 6 | Saint Kitts and Nevis | KNA | 5 |
| 14 | Saint Martin | MAF | 5 |
| 20 | Guadeloupe | GLP | 5 |
| 23 | Bonaire, Sint Eustatius and Saba | BES | 5 |
| 35 | Saint Lucia | LCA | 5 |
| 36 | Guadeloupe | GLP | 5 |
| 46 | Guadeloupe | GLP | 5 |
| 49 | Bonaire, Sint Eustatius and Saba | BES | 5 |
| 57 | Guadeloupe | GLP | 5 |
| 68 | Antigua and Barbuda | ATG | 5 |
| 70 | Saint Martin | MAF | 5 |
| 86 | Guadeloupe | GLP | 5 |
| 88 | Montserrat | MSR | 5 |
| 89 | Martinique | MTQ | 5 |
| 96 | Guadeloupe | GLP | 5 |
1.5.8 Cartographie
1.5.9 Sans USA
1.5.9.1 Résumé
Analyse des centralités portuaires pour les navires de type ** Navires inter-insulaires ** en excluant les ports américains.
1.5.10 Matrice de corrélation
1.5.11 Dendrogramme
1.5.12 Analyse des inerties
1.5.13 Visualisation des clusters
1.5.14 Analyse en Composantes Principales
1.5.14.1 Valeurs propres
1.5.14.2 Projection des individus (axes 1-2)
1.5.14.3 Projection des individus (axes 2-3)
1.5.14.4 Contribution des variables
1.5.14.5 Biplot
1.5.15 Tableau des résultats
| nbport | pays | codepays | cluster |
|---|---|---|---|
| 4 | British Virgin Islands | VGB | 1 |
| 5 | Martinique | MTQ | 1 |
| 27 | Dominica | DMA | 1 |
| 31 | Sint Marteen | SXM | 1 |
| 32 | Saint Kitts and Nevis | KNA | 1 |
| 52 | British Virgin Islands | VGB | 1 |
| 69 | Dominica | DMA | 1 |
| 76 | United States Virgin Islands | VIR | 1 |
| 79 | Guadeloupe | GLP | 1 |
| 85 | Saint Vincent and the Grenadines | VCT | 1 |
| 97 | British Virgin Islands | VGB | 1 |
| 105 | Mexico | MEX | 1 |
| 188 | Puerto Rico | PRI | 1 |
| 200 | Puerto Rico | PRI | 1 |
| 212 | Dominican Republic | DOM | 1 |
| 313 | Turks and Caicos Islands | TCA | 1 |
| 997 | Unknown | UNK | 1 |
| 1 | Trinidad and Tobago | TTO | 2 |
| 9 | British Virgin Islands | VGB | 2 |
| 22 | Grenada | GRD | 2 |
| 28 | United States Virgin Islands | VIR | 2 |
| 29 | Saint Vincent and the Grenadines | VCT | 2 |
| 34 | Saint Vincent and the Grenadines | VCT | 2 |
| 38 | Trinidad and Tobago | TTO | 2 |
| 40 | British Virgin Islands | VGB | 2 |
| 43 | Barbados | BRB | 2 |
| 47 | Saint Vincent and the Grenadines | VCT | 2 |
| 50 | British Virgin Islands | VGB | 2 |
| 53 | Saint Vincent and the Grenadines | VCT | 2 |
| 55 | United States Virgin Islands | VIR | 2 |
| 60 | Grenada | GRD | 2 |
| 66 | Curacao | CUW | 2 |
| 74 | Saint Kitts and Nevis | KNA | 2 |
| 75 | United States Virgin Islands | VIR | 2 |
| 78 | Saint Vincent and the Grenadines | VCT | 2 |
| 84 | Martinique | MTQ | 2 |
| 92 | British Virgin Islands | VGB | 2 |
| 94 | British Virgin Islands | VGB | 2 |
| 95 | Sint Marteen | SXM | 2 |
| 98 | Trinidad and Tobago | TTO | 2 |
| 100 | Saint Lucia | LCA | 2 |
| 102 | Mexico | MEX | 2 |
| 103 | Mexico | MEX | 2 |
| 104 | Mexico | MEX | 2 |
| 122 | Costa Rica | CRI | 2 |
| 128 | Panama | PAN | 2 |
| 160 | Venezuela | VEN | 2 |
| 164 | Venezuela | VEN | 2 |
| 165 | Venezuela | VEN | 2 |
| 168 | Venezuela | VEN | 2 |
| 169 | Venezuela | VEN | 2 |
| 173 | Venezuela | VEN | 2 |
| 175 | Venezuela | VEN | 2 |
| 177 | Venezuela | VEN | 2 |
| 186 | Puerto Rico | PRI | 2 |
| 187 | Puerto Rico | PRI | 2 |
| 201 | Dominican Republic | DOM | 2 |
| 211 | Dominican Republic | DOM | 2 |
| 216 | Dominican Republic | DOM | 2 |
| 229 | Dominican Republic | DOM | 2 |
| 246 | Cuba | CUB | 2 |
| 250 | Cuba | CUB | 2 |
| 264 | Cuba | CUB | 2 |
| 296 | Bermuda | BMU | 2 |
| 297 | Bermuda | BMU | 2 |
| 298 | Bermuda | BMU | 2 |
| 299 | Bahamas | BHS | 2 |
| 300 | Bahamas | BHS | 2 |
| 302 | Bahamas | BHS | 2 |
| 306 | Bahamas | BHS | 2 |
| 314 | Turks and Caicos Islands | TCA | 2 |
| 315 | Turks and Caicos Islands | TCA | 2 |
| 316 | Guyana | GUY | 2 |
| 335 | Mexico | MEX | 2 |
| 435 | Panama | PAN | 2 |
| 436 | Panama | PAN | 2 |
| 471 | Mexico | MEX | 2 |
| 472 | Mexico | MEX | 2 |
| 506 | Cuba | CUB | 2 |
| 528 | Puerto Rico | PRI | 2 |
| 999 | Unknown | UNK | 2 |
| 6 | Saint Kitts and Nevis | KNA | 3 |
| 14 | Saint Martin | MAF | 3 |
| 20 | Guadeloupe | GLP | 3 |
| 23 | Bonaire, Sint Eustatius and Saba | BES | 3 |
| 35 | Saint Lucia | LCA | 3 |
| 36 | Guadeloupe | GLP | 3 |
| 46 | Guadeloupe | GLP | 3 |
| 49 | Bonaire, Sint Eustatius and Saba | BES | 3 |
| 57 | Guadeloupe | GLP | 3 |
| 68 | Antigua and Barbuda | ATG | 3 |
| 70 | Saint Martin | MAF | 3 |
| 86 | Guadeloupe | GLP | 3 |
| 88 | Montserrat | MSR | 3 |
| 89 | Martinique | MTQ | 3 |
| 96 | Guadeloupe | GLP | 3 |
1.5.16 Cartographie
1.5.17 Comparaison Avec/Sans USA
Nombre optimal de clusters avec USA : 5
Nombre optimal de clusters sans USA : 3
Nombre de ports analysés avec USA : 110
Nombre de ports analysés sans USA : 96
1.6 Navires de service ( SERV )
1.6.1 Avec USA
1.6.1.1 Résumé
Analyse des centralités portuaires pour les navires de type ** Navires de service ** en incluant les ports américains.
1.6.2 Matrice de corrélation
1.6.3 Dendrogramme
1.6.4 Analyse des inerties
1.6.5 Visualisation des clusters
1.6.6 Analyse en Composantes Principales
1.6.6.1 Valeurs propres
1.6.6.2 Projection des individus (axes 1-2)
1.6.6.3 Projection des individus (axes 2-3)
1.6.6.4 Contribution des variables
1.6.6.5 Biplot
1.6.7 Tableau des résultats
| nbport | pays | codepays | cluster |
|---|---|---|---|
| 281 | United States of America | USA | 1 |
| 289 | United States of America | USA | 1 |
| 341 | United States of America | USA | 1 |
| 342 | United States of America | USA | 1 |
| 351 | United States of America | USA | 1 |
| 352 | United States of America | USA | 1 |
| 353 | United States of America | USA | 1 |
| 355 | United States of America | USA | 1 |
| 356 | United States of America | USA | 1 |
| 357 | United States of America | USA | 1 |
| 359 | United States of America | USA | 1 |
| 360 | United States of America | USA | 1 |
| 361 | United States of America | USA | 1 |
| 365 | United States of America | USA | 1 |
| 366 | United States of America | USA | 1 |
| 376 | United States of America | USA | 1 |
| 377 | United States of America | USA | 1 |
| 383 | United States of America | USA | 1 |
| 997 | Unknown | UNK | 1 |
| 1 | Trinidad and Tobago | TTO | 2 |
| 18 | United States Virgin Islands | VIR | 2 |
| 23 | Bonaire, Sint Eustatius and Saba | BES | 2 |
| 31 | Sint Marteen | SXM | 2 |
| 35 | Saint Lucia | LCA | 2 |
| 66 | Curacao | CUW | 2 |
| 73 | Trinidad and Tobago | TTO | 2 |
| 76 | United States Virgin Islands | VIR | 2 |
| 79 | Guadeloupe | GLP | 2 |
| 83 | Montserrat | MSR | 2 |
| 98 | Trinidad and Tobago | TTO | 2 |
| 128 | Panama | PAN | 2 |
| 134 | Colombia | COL | 2 |
| 135 | Colombia | COL | 2 |
| 164 | Venezuela | VEN | 2 |
| 192 | Puerto Rico | PRI | 2 |
| 195 | Puerto Rico | PRI | 2 |
| 200 | Puerto Rico | PRI | 2 |
| 211 | Dominican Republic | DOM | 2 |
| 212 | Dominican Republic | DOM | 2 |
| 243 | Jamaica | JAM | 2 |
| 275 | Cuba | CUB | 2 |
| 300 | Bahamas | BHS | 2 |
| 337 | Mexico | MEX | 2 |
| 999 | Unknown | UNK | 2 |
| 3 | Saint Lucia | LCA | 3 |
| 4 | British Virgin Islands | VGB | 3 |
| 5 | Martinique | MTQ | 3 |
| 6 | Saint Kitts and Nevis | KNA | 3 |
| 8 | Trinidad and Tobago | TTO | 3 |
| 9 | British Virgin Islands | VGB | 3 |
| 12 | Antigua and Barbuda | ATG | 3 |
| 13 | Aruba | ABW | 3 |
| 14 | Saint Martin | MAF | 3 |
| 15 | Bonaire, Sint Eustatius and Saba | BES | 3 |
| 16 | Guadeloupe | GLP | 3 |
| 17 | Aruba | ABW | 3 |
| 22 | Grenada | GRD | 3 |
| 26 | Anguilla | AIA | 3 |
| 27 | Dominica | DMA | 3 |
| 32 | Saint Kitts and Nevis | KNA | 3 |
| 33 | Curacao | CUW | 3 |
| 34 | Saint Vincent and the Grenadines | VCT | 3 |
| 37 | Grenada | GRD | 3 |
| 38 | Trinidad and Tobago | TTO | 3 |
| 39 | Bonaire, Sint Eustatius and Saba | BES | 3 |
| 41 | Trinidad and Tobago | TTO | 3 |
| 43 | Barbados | BRB | 3 |
| 44 | Curacao | CUW | 3 |
| 48 | Antigua and Barbuda | ATG | 3 |
| 50 | British Virgin Islands | VGB | 3 |
| 51 | Trinidad and Tobago | TTO | 3 |
| 52 | British Virgin Islands | VGB | 3 |
| 53 | Saint Vincent and the Grenadines | VCT | 3 |
| 54 | Trinidad and Tobago | TTO | 3 |
| 57 | Guadeloupe | GLP | 3 |
| 59 | Bonaire, Sint Eustatius and Saba | BES | 3 |
| 60 | Grenada | GRD | 3 |
| 62 | Curacao | CUW | 3 |
| 64 | Curacao | CUW | 3 |
| 65 | Trinidad and Tobago | TTO | 3 |
| 68 | Antigua and Barbuda | ATG | 3 |
| 69 | Dominica | DMA | 3 |
| 70 | Saint Martin | MAF | 3 |
| 72 | Grenada | GRD | 3 |
| 74 | Saint Kitts and Nevis | KNA | 3 |
| 75 | United States Virgin Islands | VIR | 3 |
| 80 | Trinidad and Tobago | TTO | 3 |
| 85 | Saint Vincent and the Grenadines | VCT | 3 |
| 88 | Montserrat | MSR | 3 |
| 89 | Martinique | MTQ | 3 |
| 91 | Aruba | ABW | 3 |
| 95 | Sint Marteen | SXM | 3 |
| 97 | British Virgin Islands | VGB | 3 |
| 101 | Trinidad and Tobago | TTO | 3 |
| 105 | Mexico | MEX | 3 |
| 109 | Belize | BLZ | 3 |
| 110 | Guatemala | GTM | 3 |
| 111 | Guatemala | GTM | 3 |
| 112 | Honduras | HND | 3 |
| 122 | Costa Rica | CRI | 3 |
| 125 | Panama | PAN | 3 |
| 126 | Panama | PAN | 3 |
| 127 | Panama | PAN | 3 |
| 129 | Panama | PAN | 3 |
| 131 | Colombia | COL | 3 |
| 132 | Colombia | COL | 3 |
| 133 | Colombia | COL | 3 |
| 136 | Colombia | COL | 3 |
| 138 | Colombia | COL | 3 |
| 139 | Colombia | COL | 3 |
| 140 | Colombia | COL | 3 |
| 141 | Colombia | COL | 3 |
| 152 | Venezuela | VEN | 3 |
| 155 | Venezuela | VEN | 3 |
| 161 | Venezuela | VEN | 3 |
| 163 | Venezuela | VEN | 3 |
| 165 | Venezuela | VEN | 3 |
| 166 | Venezuela | VEN | 3 |
| 168 | Venezuela | VEN | 3 |
| 174 | Venezuela | VEN | 3 |
| 177 | Venezuela | VEN | 3 |
| 186 | Puerto Rico | PRI | 3 |
| 188 | Puerto Rico | PRI | 3 |
| 190 | Puerto Rico | PRI | 3 |
| 193 | Puerto Rico | PRI | 3 |
| 194 | Puerto Rico | PRI | 3 |
| 196 | Puerto Rico | PRI | 3 |
| 197 | Puerto Rico | PRI | 3 |
| 199 | Puerto Rico | PRI | 3 |
| 201 | Dominican Republic | DOM | 3 |
| 204 | Dominican Republic | DOM | 3 |
| 206 | Dominican Republic | DOM | 3 |
| 207 | Dominican Republic | DOM | 3 |
| 208 | Dominican Republic | DOM | 3 |
| 209 | Dominican Republic | DOM | 3 |
| 210 | Dominican Republic | DOM | 3 |
| 213 | Dominican Republic | DOM | 3 |
| 214 | Dominican Republic | DOM | 3 |
| 215 | Dominican Republic | DOM | 3 |
| 216 | Dominican Republic | DOM | 3 |
| 217 | Dominican Republic | DOM | 3 |
| 218 | Dominican Republic | DOM | 3 |
| 222 | Haiti | HTI | 3 |
| 223 | Haiti | HTI | 3 |
| 227 | Haiti | HTI | 3 |
| 229 | Dominican Republic | DOM | 3 |
| 235 | Jamaica | JAM | 3 |
| 239 | Jamaica | JAM | 3 |
| 240 | Jamaica | JAM | 3 |
| 244 | Cayman Islands | CYM | 3 |
| 256 | Cuba | CUB | 3 |
| 257 | Cuba | CUB | 3 |
| 258 | Cuba | CUB | 3 |
| 260 | Cuba | CUB | 3 |
| 262 | Cuba | CUB | 3 |
| 277 | Cuba | CUB | 3 |
| 278 | United States of America | USA | 3 |
| 279 | United States of America | USA | 3 |
| 280 | United States of America | USA | 3 |
| 284 | United States of America | USA | 3 |
| 286 | United States of America | USA | 3 |
| 287 | United States of America | USA | 3 |
| 288 | United States of America | USA | 3 |
| 291 | United States of America | USA | 3 |
| 292 | United States of America | USA | 3 |
| 293 | United States of America | USA | 3 |
| 294 | United States of America | USA | 3 |
| 295 | United States of America | USA | 3 |
| 296 | Bermuda | BMU | 3 |
| 297 | Bermuda | BMU | 3 |
| 298 | Bermuda | BMU | 3 |
| 299 | Bahamas | BHS | 3 |
| 301 | Bahamas | BHS | 3 |
| 306 | Bahamas | BHS | 3 |
| 307 | Bahamas | BHS | 3 |
| 313 | Turks and Caicos Islands | TCA | 3 |
| 314 | Turks and Caicos Islands | TCA | 3 |
| 315 | Turks and Caicos Islands | TCA | 3 |
| 316 | Guyana | GUY | 3 |
| 320 | Suriname | SUR | 3 |
| 321 | Suriname | SUR | 3 |
| 323 | French Guyana | GUF | 3 |
| 324 | French Guyana | GUF | 3 |
| 326 | Mexico | MEX | 3 |
| 327 | Mexico | MEX | 3 |
| 328 | Mexico | MEX | 3 |
| 329 | Mexico | MEX | 3 |
| 331 | Mexico | MEX | 3 |
| 333 | Mexico | MEX | 3 |
| 335 | Mexico | MEX | 3 |
| 336 | Mexico | MEX | 3 |
| 338 | Mexico | MEX | 3 |
| 339 | United States of America | USA | 3 |
| 340 | United States of America | USA | 3 |
| 343 | United States of America | USA | 3 |
| 344 | United States of America | USA | 3 |
| 345 | United States of America | USA | 3 |
| 346 | United States of America | USA | 3 |
| 347 | United States of America | USA | 3 |
| 348 | United States of America | USA | 3 |
| 350 | United States of America | USA | 3 |
| 354 | United States of America | USA | 3 |
| 358 | United States of America | USA | 3 |
| 362 | United States of America | USA | 3 |
| 363 | United States of America | USA | 3 |
| 364 | United States of America | USA | 3 |
| 367 | United States of America | USA | 3 |
| 368 | United States of America | USA | 3 |
| 373 | United States of America | USA | 3 |
| 374 | United States of America | USA | 3 |
| 375 | United States of America | USA | 3 |
| 378 | United States of America | USA | 3 |
| 384 | United States of America | USA | 3 |
| 385 | United States of America | USA | 3 |
| 386 | United States of America | USA | 3 |
| 387 | United States of America | USA | 3 |
| 395 | Venezuela | VEN | 3 |
| 396 | Venezuela | VEN | 3 |
| 399 | Venezuela | VEN | 3 |
| 400 | Venezuela | VEN | 3 |
| 413 | Colombia | COL | 3 |
| 435 | Panama | PAN | 3 |
| 436 | Panama | PAN | 3 |
| 458 | Honduras | HND | 3 |
| 998 | Unknown | UNK | 3 |
| 20 | Guadeloupe | GLP | 4 |
| 143 | Venezuela | VEN | 4 |
| 146 | Venezuela | VEN | 4 |
| 148 | Venezuela | VEN | 4 |
| 180 | Venezuela | VEN | 4 |
| 183 | Venezuela | VEN | 4 |
| 184 | Venezuela | VEN | 4 |
| 185 | Venezuela | VEN | 4 |
| 234 | Jamaica | JAM | 4 |
| 246 | Cuba | CUB | 4 |
| 249 | Cuba | CUB | 4 |
| 250 | Cuba | CUB | 4 |
| 251 | Cuba | CUB | 4 |
| 254 | Cuba | CUB | 4 |
| 265 | Cuba | CUB | 4 |
| 311 | Bahamas | BHS | 4 |
| 379 | United States of America | USA | 4 |
| 476 | Cuba | CUB | 4 |
| 499 | Cuba | CUB | 4 |
| 503 | Cuba | CUB | 4 |
| 506 | Cuba | CUB | 4 |
1.6.8 Cartographie
1.6.9 Sans USA
1.6.9.1 Résumé
Analyse des centralités portuaires pour les navires de type ** Navires de service ** en excluant les ports américains.
1.6.10 Matrice de corrélation
1.6.11 Dendrogramme
1.6.12 Analyse des inerties
1.6.13 Visualisation des clusters
1.6.14 Analyse en Composantes Principales
1.6.14.1 Valeurs propres
1.6.14.2 Projection des individus (axes 1-2)
1.6.14.3 Projection des individus (axes 2-3)
1.6.14.4 Contribution des variables
1.6.14.5 Biplot
1.6.15 Tableau des résultats
| nbport | pays | codepays | cluster |
|---|---|---|---|
| 3 | Saint Lucia | LCA | 1 |
| 4 | British Virgin Islands | VGB | 1 |
| 5 | Martinique | MTQ | 1 |
| 6 | Saint Kitts and Nevis | KNA | 1 |
| 8 | Trinidad and Tobago | TTO | 1 |
| 9 | British Virgin Islands | VGB | 1 |
| 12 | Antigua and Barbuda | ATG | 1 |
| 13 | Aruba | ABW | 1 |
| 14 | Saint Martin | MAF | 1 |
| 16 | Guadeloupe | GLP | 1 |
| 32 | Saint Kitts and Nevis | KNA | 1 |
| 41 | Trinidad and Tobago | TTO | 1 |
| 43 | Barbados | BRB | 1 |
| 48 | Antigua and Barbuda | ATG | 1 |
| 51 | Trinidad and Tobago | TTO | 1 |
| 52 | British Virgin Islands | VGB | 1 |
| 54 | Trinidad and Tobago | TTO | 1 |
| 60 | Grenada | GRD | 1 |
| 65 | Trinidad and Tobago | TTO | 1 |
| 68 | Antigua and Barbuda | ATG | 1 |
| 70 | Saint Martin | MAF | 1 |
| 73 | Trinidad and Tobago | TTO | 1 |
| 75 | United States Virgin Islands | VIR | 1 |
| 80 | Trinidad and Tobago | TTO | 1 |
| 88 | Montserrat | MSR | 1 |
| 91 | Aruba | ABW | 1 |
| 112 | Honduras | HND | 1 |
| 128 | Panama | PAN | 1 |
| 129 | Panama | PAN | 1 |
| 133 | Colombia | COL | 1 |
| 134 | Colombia | COL | 1 |
| 136 | Colombia | COL | 1 |
| 140 | Colombia | COL | 1 |
| 141 | Colombia | COL | 1 |
| 155 | Venezuela | VEN | 1 |
| 163 | Venezuela | VEN | 1 |
| 164 | Venezuela | VEN | 1 |
| 168 | Venezuela | VEN | 1 |
| 190 | Puerto Rico | PRI | 1 |
| 193 | Puerto Rico | PRI | 1 |
| 194 | Puerto Rico | PRI | 1 |
| 195 | Puerto Rico | PRI | 1 |
| 197 | Puerto Rico | PRI | 1 |
| 201 | Dominican Republic | DOM | 1 |
| 206 | Dominican Republic | DOM | 1 |
| 207 | Dominican Republic | DOM | 1 |
| 208 | Dominican Republic | DOM | 1 |
| 209 | Dominican Republic | DOM | 1 |
| 214 | Dominican Republic | DOM | 1 |
| 215 | Dominican Republic | DOM | 1 |
| 216 | Dominican Republic | DOM | 1 |
| 217 | Dominican Republic | DOM | 1 |
| 222 | Haiti | HTI | 1 |
| 243 | Jamaica | JAM | 1 |
| 258 | Cuba | CUB | 1 |
| 262 | Cuba | CUB | 1 |
| 275 | Cuba | CUB | 1 |
| 277 | Cuba | CUB | 1 |
| 298 | Bermuda | BMU | 1 |
| 300 | Bahamas | BHS | 1 |
| 313 | Turks and Caicos Islands | TCA | 1 |
| 316 | Guyana | GUY | 1 |
| 331 | Mexico | MEX | 1 |
| 333 | Mexico | MEX | 1 |
| 335 | Mexico | MEX | 1 |
| 337 | Mexico | MEX | 1 |
| 338 | Mexico | MEX | 1 |
| 436 | Panama | PAN | 1 |
| 998 | Unknown | UNK | 1 |
| 1 | Trinidad and Tobago | TTO | 2 |
| 18 | United States Virgin Islands | VIR | 2 |
| 23 | Bonaire, Sint Eustatius and Saba | BES | 2 |
| 31 | Sint Marteen | SXM | 2 |
| 35 | Saint Lucia | LCA | 2 |
| 66 | Curacao | CUW | 2 |
| 76 | United States Virgin Islands | VIR | 2 |
| 79 | Guadeloupe | GLP | 2 |
| 83 | Montserrat | MSR | 2 |
| 89 | Martinique | MTQ | 2 |
| 98 | Trinidad and Tobago | TTO | 2 |
| 101 | Trinidad and Tobago | TTO | 2 |
| 135 | Colombia | COL | 2 |
| 192 | Puerto Rico | PRI | 2 |
| 200 | Puerto Rico | PRI | 2 |
| 211 | Dominican Republic | DOM | 2 |
| 212 | Dominican Republic | DOM | 2 |
| 997 | Unknown | UNK | 2 |
| 999 | Unknown | UNK | 2 |
| 15 | Bonaire, Sint Eustatius and Saba | BES | 3 |
| 17 | Aruba | ABW | 3 |
| 20 | Guadeloupe | GLP | 3 |
| 22 | Grenada | GRD | 3 |
| 26 | Anguilla | AIA | 3 |
| 27 | Dominica | DMA | 3 |
| 33 | Curacao | CUW | 3 |
| 34 | Saint Vincent and the Grenadines | VCT | 3 |
| 37 | Grenada | GRD | 3 |
| 38 | Trinidad and Tobago | TTO | 3 |
| 39 | Bonaire, Sint Eustatius and Saba | BES | 3 |
| 44 | Curacao | CUW | 3 |
| 50 | British Virgin Islands | VGB | 3 |
| 53 | Saint Vincent and the Grenadines | VCT | 3 |
| 57 | Guadeloupe | GLP | 3 |
| 59 | Bonaire, Sint Eustatius and Saba | BES | 3 |
| 62 | Curacao | CUW | 3 |
| 64 | Curacao | CUW | 3 |
| 69 | Dominica | DMA | 3 |
| 72 | Grenada | GRD | 3 |
| 74 | Saint Kitts and Nevis | KNA | 3 |
| 85 | Saint Vincent and the Grenadines | VCT | 3 |
| 95 | Sint Marteen | SXM | 3 |
| 97 | British Virgin Islands | VGB | 3 |
| 105 | Mexico | MEX | 3 |
| 109 | Belize | BLZ | 3 |
| 110 | Guatemala | GTM | 3 |
| 111 | Guatemala | GTM | 3 |
| 122 | Costa Rica | CRI | 3 |
| 125 | Panama | PAN | 3 |
| 126 | Panama | PAN | 3 |
| 127 | Panama | PAN | 3 |
| 131 | Colombia | COL | 3 |
| 132 | Colombia | COL | 3 |
| 138 | Colombia | COL | 3 |
| 139 | Colombia | COL | 3 |
| 143 | Venezuela | VEN | 3 |
| 146 | Venezuela | VEN | 3 |
| 148 | Venezuela | VEN | 3 |
| 152 | Venezuela | VEN | 3 |
| 161 | Venezuela | VEN | 3 |
| 165 | Venezuela | VEN | 3 |
| 166 | Venezuela | VEN | 3 |
| 174 | Venezuela | VEN | 3 |
| 177 | Venezuela | VEN | 3 |
| 180 | Venezuela | VEN | 3 |
| 183 | Venezuela | VEN | 3 |
| 184 | Venezuela | VEN | 3 |
| 185 | Venezuela | VEN | 3 |
| 186 | Puerto Rico | PRI | 3 |
| 188 | Puerto Rico | PRI | 3 |
| 196 | Puerto Rico | PRI | 3 |
| 199 | Puerto Rico | PRI | 3 |
| 204 | Dominican Republic | DOM | 3 |
| 210 | Dominican Republic | DOM | 3 |
| 213 | Dominican Republic | DOM | 3 |
| 218 | Dominican Republic | DOM | 3 |
| 223 | Haiti | HTI | 3 |
| 227 | Haiti | HTI | 3 |
| 229 | Dominican Republic | DOM | 3 |
| 234 | Jamaica | JAM | 3 |
| 235 | Jamaica | JAM | 3 |
| 240 | Jamaica | JAM | 3 |
| 244 | Cayman Islands | CYM | 3 |
| 246 | Cuba | CUB | 3 |
| 249 | Cuba | CUB | 3 |
| 250 | Cuba | CUB | 3 |
| 251 | Cuba | CUB | 3 |
| 254 | Cuba | CUB | 3 |
| 256 | Cuba | CUB | 3 |
| 257 | Cuba | CUB | 3 |
| 260 | Cuba | CUB | 3 |
| 265 | Cuba | CUB | 3 |
| 296 | Bermuda | BMU | 3 |
| 297 | Bermuda | BMU | 3 |
| 299 | Bahamas | BHS | 3 |
| 301 | Bahamas | BHS | 3 |
| 306 | Bahamas | BHS | 3 |
| 307 | Bahamas | BHS | 3 |
| 311 | Bahamas | BHS | 3 |
| 314 | Turks and Caicos Islands | TCA | 3 |
| 315 | Turks and Caicos Islands | TCA | 3 |
| 320 | Suriname | SUR | 3 |
| 321 | Suriname | SUR | 3 |
| 323 | French Guyana | GUF | 3 |
| 324 | French Guyana | GUF | 3 |
| 326 | Mexico | MEX | 3 |
| 327 | Mexico | MEX | 3 |
| 328 | Mexico | MEX | 3 |
| 329 | Mexico | MEX | 3 |
| 336 | Mexico | MEX | 3 |
| 395 | Venezuela | VEN | 3 |
| 396 | Venezuela | VEN | 3 |
| 399 | Venezuela | VEN | 3 |
| 400 | Venezuela | VEN | 3 |
| 413 | Colombia | COL | 3 |
| 435 | Panama | PAN | 3 |
| 458 | Honduras | HND | 3 |
| 476 | Cuba | CUB | 3 |
| 499 | Cuba | CUB | 3 |
| 503 | Cuba | CUB | 3 |
| 506 | Cuba | CUB | 3 |
1.6.16 Cartographie
1.6.17 Comparaison Avec/Sans USA
Nombre optimal de clusters avec USA : 4
Nombre optimal de clusters sans USA : 3
Nombre de ports analysés avec USA : 246
Nombre de ports analysés sans USA : 190
1.7 Pétroliers ( TANK )
1.7.1 Avec USA
1.7.1.1 Résumé
Analyse des centralités portuaires pour les navires de type ** Pétroliers ** en incluant les ports américains.
1.7.2 Matrice de corrélation
1.7.3 Dendrogramme
1.7.4 Analyse des inerties
1.7.5 Visualisation des clusters
1.7.6 Analyse en Composantes Principales
1.7.6.1 Valeurs propres
1.7.6.2 Projection des individus (axes 1-2)
1.7.6.3 Projection des individus (axes 2-3)
1.7.6.4 Contribution des variables
1.7.6.5 Biplot
1.7.7 Tableau des résultats
| nbport | pays | codepays | cluster |
|---|---|---|---|
| 353 | United States of America | USA | 1 |
| 997 | Unknown | UNK | 1 |
| 18 | United States Virgin Islands | VIR | 2 |
| 23 | Bonaire, Sint Eustatius and Saba | BES | 2 |
| 35 | Saint Lucia | LCA | 2 |
| 65 | Trinidad and Tobago | TTO | 2 |
| 66 | Curacao | CUW | 2 |
| 73 | Trinidad and Tobago | TTO | 2 |
| 112 | Honduras | HND | 2 |
| 128 | Panama | PAN | 2 |
| 133 | Colombia | COL | 2 |
| 134 | Colombia | COL | 2 |
| 136 | Colombia | COL | 2 |
| 155 | Venezuela | VEN | 2 |
| 163 | Venezuela | VEN | 2 |
| 200 | Puerto Rico | PRI | 2 |
| 212 | Dominican Republic | DOM | 2 |
| 243 | Jamaica | JAM | 2 |
| 294 | United States of America | USA | 2 |
| 300 | Bahamas | BHS | 2 |
| 307 | Bahamas | BHS | 2 |
| 333 | Mexico | MEX | 2 |
| 335 | Mexico | MEX | 2 |
| 338 | Mexico | MEX | 2 |
| 341 | United States of America | USA | 2 |
| 342 | United States of America | USA | 2 |
| 348 | United States of America | USA | 2 |
| 350 | United States of America | USA | 2 |
| 351 | United States of America | USA | 2 |
| 352 | United States of America | USA | 2 |
| 355 | United States of America | USA | 2 |
| 356 | United States of America | USA | 2 |
| 357 | United States of America | USA | 2 |
| 359 | United States of America | USA | 2 |
| 365 | United States of America | USA | 2 |
| 366 | United States of America | USA | 2 |
| 367 | United States of America | USA | 2 |
| 368 | United States of America | USA | 2 |
| 376 | United States of America | USA | 2 |
| 377 | United States of America | USA | 2 |
| 383 | United States of America | USA | 2 |
| 998 | Unknown | UNK | 2 |
| 999 | Unknown | UNK | 2 |
| 1 | Trinidad and Tobago | TTO | 3 |
| 3 | Saint Lucia | LCA | 3 |
| 4 | British Virgin Islands | VGB | 3 |
| 5 | Martinique | MTQ | 3 |
| 6 | Saint Kitts and Nevis | KNA | 3 |
| 9 | British Virgin Islands | VGB | 3 |
| 10 | Martinique | MTQ | 3 |
| 11 | Barbados | BRB | 3 |
| 13 | Aruba | ABW | 3 |
| 14 | Saint Martin | MAF | 3 |
| 17 | Aruba | ABW | 3 |
| 22 | Grenada | GRD | 3 |
| 29 | Saint Vincent and the Grenadines | VCT | 3 |
| 31 | Sint Marteen | SXM | 3 |
| 32 | Saint Kitts and Nevis | KNA | 3 |
| 33 | Curacao | CUW | 3 |
| 34 | Saint Vincent and the Grenadines | VCT | 3 |
| 37 | Grenada | GRD | 3 |
| 39 | Bonaire, Sint Eustatius and Saba | BES | 3 |
| 41 | Trinidad and Tobago | TTO | 3 |
| 43 | Barbados | BRB | 3 |
| 44 | Curacao | CUW | 3 |
| 46 | Guadeloupe | GLP | 3 |
| 49 | Bonaire, Sint Eustatius and Saba | BES | 3 |
| 51 | Trinidad and Tobago | TTO | 3 |
| 52 | British Virgin Islands | VGB | 3 |
| 58 | Dominica | DMA | 3 |
| 60 | Grenada | GRD | 3 |
| 62 | Curacao | CUW | 3 |
| 68 | Antigua and Barbuda | ATG | 3 |
| 69 | Dominica | DMA | 3 |
| 70 | Saint Martin | MAF | 3 |
| 75 | United States Virgin Islands | VIR | 3 |
| 76 | United States Virgin Islands | VIR | 3 |
| 79 | Guadeloupe | GLP | 3 |
| 80 | Trinidad and Tobago | TTO | 3 |
| 85 | Saint Vincent and the Grenadines | VCT | 3 |
| 87 | Dominica | DMA | 3 |
| 91 | Aruba | ABW | 3 |
| 95 | Sint Marteen | SXM | 3 |
| 98 | Trinidad and Tobago | TTO | 3 |
| 109 | Belize | BLZ | 3 |
| 110 | Guatemala | GTM | 3 |
| 111 | Guatemala | GTM | 3 |
| 117 | Honduras | HND | 3 |
| 118 | Nicaragua | NIC | 3 |
| 119 | Colombia | COL | 3 |
| 121 | Nicaragua | NIC | 3 |
| 122 | Costa Rica | CRI | 3 |
| 126 | Panama | PAN | 3 |
| 127 | Panama | PAN | 3 |
| 129 | Panama | PAN | 3 |
| 135 | Colombia | COL | 3 |
| 139 | Colombia | COL | 3 |
| 140 | Colombia | COL | 3 |
| 142 | Colombia | COL | 3 |
| 143 | Venezuela | VEN | 3 |
| 145 | Venezuela | VEN | 3 |
| 146 | Venezuela | VEN | 3 |
| 152 | Venezuela | VEN | 3 |
| 158 | Venezuela | VEN | 3 |
| 159 | Venezuela | VEN | 3 |
| 160 | Venezuela | VEN | 3 |
| 161 | Venezuela | VEN | 3 |
| 164 | Venezuela | VEN | 3 |
| 180 | Venezuela | VEN | 3 |
| 190 | Puerto Rico | PRI | 3 |
| 194 | Puerto Rico | PRI | 3 |
| 195 | Puerto Rico | PRI | 3 |
| 201 | Dominican Republic | DOM | 3 |
| 206 | Dominican Republic | DOM | 3 |
| 207 | Dominican Republic | DOM | 3 |
| 210 | Dominican Republic | DOM | 3 |
| 211 | Dominican Republic | DOM | 3 |
| 216 | Dominican Republic | DOM | 3 |
| 217 | Dominican Republic | DOM | 3 |
| 222 | Haiti | HTI | 3 |
| 231 | Jamaica | JAM | 3 |
| 238 | Jamaica | JAM | 3 |
| 239 | Jamaica | JAM | 3 |
| 240 | Jamaica | JAM | 3 |
| 242 | Jamaica | JAM | 3 |
| 245 | Cayman Islands | CYM | 3 |
| 246 | Cuba | CUB | 3 |
| 249 | Cuba | CUB | 3 |
| 250 | Cuba | CUB | 3 |
| 251 | Cuba | CUB | 3 |
| 254 | Cuba | CUB | 3 |
| 262 | Cuba | CUB | 3 |
| 265 | Cuba | CUB | 3 |
| 270 | Cuba | CUB | 3 |
| 275 | Cuba | CUB | 3 |
| 277 | Cuba | CUB | 3 |
| 279 | United States of America | USA | 3 |
| 281 | United States of America | USA | 3 |
| 284 | United States of America | USA | 3 |
| 286 | United States of America | USA | 3 |
| 289 | United States of America | USA | 3 |
| 291 | United States of America | USA | 3 |
| 293 | United States of America | USA | 3 |
| 295 | United States of America | USA | 3 |
| 296 | Bermuda | BMU | 3 |
| 298 | Bermuda | BMU | 3 |
| 299 | Bahamas | BHS | 3 |
| 301 | Bahamas | BHS | 3 |
| 302 | Bahamas | BHS | 3 |
| 303 | Bahamas | BHS | 3 |
| 306 | Bahamas | BHS | 3 |
| 309 | Bahamas | BHS | 3 |
| 310 | Bahamas | BHS | 3 |
| 311 | Bahamas | BHS | 3 |
| 312 | Bahamas | BHS | 3 |
| 313 | Turks and Caicos Islands | TCA | 3 |
| 314 | Turks and Caicos Islands | TCA | 3 |
| 315 | Turks and Caicos Islands | TCA | 3 |
| 316 | Guyana | GUY | 3 |
| 317 | Guyana | GUY | 3 |
| 320 | Suriname | SUR | 3 |
| 321 | Suriname | SUR | 3 |
| 323 | French Guyana | GUF | 3 |
| 324 | French Guyana | GUF | 3 |
| 325 | Mexico | MEX | 3 |
| 326 | Mexico | MEX | 3 |
| 331 | Mexico | MEX | 3 |
| 336 | Mexico | MEX | 3 |
| 337 | Mexico | MEX | 3 |
| 339 | United States of America | USA | 3 |
| 354 | United States of America | USA | 3 |
| 358 | United States of America | USA | 3 |
| 361 | United States of America | USA | 3 |
| 378 | United States of America | USA | 3 |
| 384 | United States of America | USA | 3 |
| 387 | United States of America | USA | 3 |
| 396 | Venezuela | VEN | 3 |
| 399 | Venezuela | VEN | 3 |
| 435 | Panama | PAN | 3 |
| 436 | Panama | PAN | 3 |
| 449 | Nicaragua | NIC | 3 |
| 458 | Honduras | HND | 3 |
| 506 | Cuba | CUB | 3 |
1.7.8 Cartographie
1.7.9 Sans USA
1.7.9.1 Résumé
Analyse des centralités portuaires pour les navires de type ** Pétroliers ** en excluant les ports américains.
1.7.10 Matrice de corrélation
1.7.11 Dendrogramme
1.7.12 Analyse des inerties
1.7.13 Visualisation des clusters
1.7.14 Analyse en Composantes Principales
1.7.14.1 Valeurs propres
1.7.14.2 Projection des individus (axes 1-2)
1.7.14.3 Projection des individus (axes 2-3)
1.7.14.4 Contribution des variables
1.7.14.5 Biplot
1.7.15 Tableau des résultats
| nbport | pays | codepays | cluster |
|---|---|---|---|
| 997 | Unknown | UNK | 1 |
| 998 | Unknown | UNK | 1 |
| 999 | Unknown | UNK | 1 |
| 18 | United States Virgin Islands | VIR | 2 |
| 23 | Bonaire, Sint Eustatius and Saba | BES | 2 |
| 35 | Saint Lucia | LCA | 2 |
| 65 | Trinidad and Tobago | TTO | 2 |
| 66 | Curacao | CUW | 2 |
| 73 | Trinidad and Tobago | TTO | 2 |
| 112 | Honduras | HND | 2 |
| 122 | Costa Rica | CRI | 2 |
| 127 | Panama | PAN | 2 |
| 128 | Panama | PAN | 2 |
| 133 | Colombia | COL | 2 |
| 134 | Colombia | COL | 2 |
| 136 | Colombia | COL | 2 |
| 200 | Puerto Rico | PRI | 2 |
| 212 | Dominican Republic | DOM | 2 |
| 243 | Jamaica | JAM | 2 |
| 300 | Bahamas | BHS | 2 |
| 307 | Bahamas | BHS | 2 |
| 333 | Mexico | MEX | 2 |
| 335 | Mexico | MEX | 2 |
| 337 | Mexico | MEX | 2 |
| 1 | Trinidad and Tobago | TTO | 3 |
| 3 | Saint Lucia | LCA | 3 |
| 5 | Martinique | MTQ | 3 |
| 9 | British Virgin Islands | VGB | 3 |
| 17 | Aruba | ABW | 3 |
| 32 | Saint Kitts and Nevis | KNA | 3 |
| 37 | Grenada | GRD | 3 |
| 41 | Trinidad and Tobago | TTO | 3 |
| 43 | Barbados | BRB | 3 |
| 52 | British Virgin Islands | VGB | 3 |
| 60 | Grenada | GRD | 3 |
| 76 | United States Virgin Islands | VIR | 3 |
| 79 | Guadeloupe | GLP | 3 |
| 85 | Saint Vincent and the Grenadines | VCT | 3 |
| 95 | Sint Marteen | SXM | 3 |
| 98 | Trinidad and Tobago | TTO | 3 |
| 110 | Guatemala | GTM | 3 |
| 117 | Honduras | HND | 3 |
| 129 | Panama | PAN | 3 |
| 135 | Colombia | COL | 3 |
| 140 | Colombia | COL | 3 |
| 145 | Venezuela | VEN | 3 |
| 152 | Venezuela | VEN | 3 |
| 155 | Venezuela | VEN | 3 |
| 158 | Venezuela | VEN | 3 |
| 159 | Venezuela | VEN | 3 |
| 163 | Venezuela | VEN | 3 |
| 164 | Venezuela | VEN | 3 |
| 190 | Puerto Rico | PRI | 3 |
| 195 | Puerto Rico | PRI | 3 |
| 206 | Dominican Republic | DOM | 3 |
| 207 | Dominican Republic | DOM | 3 |
| 210 | Dominican Republic | DOM | 3 |
| 211 | Dominican Republic | DOM | 3 |
| 222 | Haiti | HTI | 3 |
| 231 | Jamaica | JAM | 3 |
| 239 | Jamaica | JAM | 3 |
| 240 | Jamaica | JAM | 3 |
| 250 | Cuba | CUB | 3 |
| 251 | Cuba | CUB | 3 |
| 265 | Cuba | CUB | 3 |
| 275 | Cuba | CUB | 3 |
| 298 | Bermuda | BMU | 3 |
| 301 | Bahamas | BHS | 3 |
| 313 | Turks and Caicos Islands | TCA | 3 |
| 316 | Guyana | GUY | 3 |
| 320 | Suriname | SUR | 3 |
| 324 | French Guyana | GUF | 3 |
| 325 | Mexico | MEX | 3 |
| 331 | Mexico | MEX | 3 |
| 336 | Mexico | MEX | 3 |
| 338 | Mexico | MEX | 3 |
| 435 | Panama | PAN | 3 |
| 436 | Panama | PAN | 3 |
| 4 | British Virgin Islands | VGB | 4 |
| 6 | Saint Kitts and Nevis | KNA | 4 |
| 10 | Martinique | MTQ | 4 |
| 11 | Barbados | BRB | 4 |
| 13 | Aruba | ABW | 4 |
| 14 | Saint Martin | MAF | 4 |
| 22 | Grenada | GRD | 4 |
| 29 | Saint Vincent and the Grenadines | VCT | 4 |
| 31 | Sint Marteen | SXM | 4 |
| 33 | Curacao | CUW | 4 |
| 34 | Saint Vincent and the Grenadines | VCT | 4 |
| 39 | Bonaire, Sint Eustatius and Saba | BES | 4 |
| 44 | Curacao | CUW | 4 |
| 46 | Guadeloupe | GLP | 4 |
| 49 | Bonaire, Sint Eustatius and Saba | BES | 4 |
| 51 | Trinidad and Tobago | TTO | 4 |
| 58 | Dominica | DMA | 4 |
| 62 | Curacao | CUW | 4 |
| 68 | Antigua and Barbuda | ATG | 4 |
| 69 | Dominica | DMA | 4 |
| 70 | Saint Martin | MAF | 4 |
| 75 | United States Virgin Islands | VIR | 4 |
| 80 | Trinidad and Tobago | TTO | 4 |
| 87 | Dominica | DMA | 4 |
| 91 | Aruba | ABW | 4 |
| 109 | Belize | BLZ | 4 |
| 111 | Guatemala | GTM | 4 |
| 118 | Nicaragua | NIC | 4 |
| 119 | Colombia | COL | 4 |
| 121 | Nicaragua | NIC | 4 |
| 126 | Panama | PAN | 4 |
| 139 | Colombia | COL | 4 |
| 142 | Colombia | COL | 4 |
| 143 | Venezuela | VEN | 4 |
| 146 | Venezuela | VEN | 4 |
| 160 | Venezuela | VEN | 4 |
| 161 | Venezuela | VEN | 4 |
| 180 | Venezuela | VEN | 4 |
| 194 | Puerto Rico | PRI | 4 |
| 201 | Dominican Republic | DOM | 4 |
| 216 | Dominican Republic | DOM | 4 |
| 217 | Dominican Republic | DOM | 4 |
| 238 | Jamaica | JAM | 4 |
| 242 | Jamaica | JAM | 4 |
| 245 | Cayman Islands | CYM | 4 |
| 246 | Cuba | CUB | 4 |
| 249 | Cuba | CUB | 4 |
| 254 | Cuba | CUB | 4 |
| 262 | Cuba | CUB | 4 |
| 270 | Cuba | CUB | 4 |
| 277 | Cuba | CUB | 4 |
| 296 | Bermuda | BMU | 4 |
| 299 | Bahamas | BHS | 4 |
| 302 | Bahamas | BHS | 4 |
| 303 | Bahamas | BHS | 4 |
| 306 | Bahamas | BHS | 4 |
| 309 | Bahamas | BHS | 4 |
| 310 | Bahamas | BHS | 4 |
| 311 | Bahamas | BHS | 4 |
| 312 | Bahamas | BHS | 4 |
| 314 | Turks and Caicos Islands | TCA | 4 |
| 315 | Turks and Caicos Islands | TCA | 4 |
| 317 | Guyana | GUY | 4 |
| 321 | Suriname | SUR | 4 |
| 323 | French Guyana | GUF | 4 |
| 326 | Mexico | MEX | 4 |
| 396 | Venezuela | VEN | 4 |
| 399 | Venezuela | VEN | 4 |
| 449 | Nicaragua | NIC | 4 |
| 458 | Honduras | HND | 4 |
| 506 | Cuba | CUB | 4 |
1.7.16 Cartographie
1.7.17 Comparaison Avec/Sans USA
Nombre optimal de clusters avec USA : 3
Nombre optimal de clusters sans USA : 4
Nombre de ports analysés avec USA : 183
Nombre de ports analysés sans USA : 149