Rozkład udziału poszczególnych typów transportu w wybranych latach
2005-2021
Wykresy i statystyki
## 2005 rok_drogowy 2005 rok_kolejowy 2005 rok_wodny
## srednia 0.690 0.264 0.045
## mediana 0.696 0.231 0.002
## max 1.000 0.841 0.432
## min 0.159 0.000 0.000
## odchylenie_stand 0.228 0.231 0.092
## ws_zmiennosci 0.330 0.875 2.044
## 2010 rok_drogowy 2010 rok_kolejowy 2010 rok_wodny
## srednia 0.681 0.250 0.069
## mediana 0.701 0.207 0.001
## max 1.000 0.821 0.458
## min 0.179 0.000 0.000
## odchylenie_stand 0.232 0.223 0.123
## ws_zmiennosci 0.341 0.892 1.783
## 2015 rok_drogowy 2015 rok_kolejowy 2015 rok_wodny
## srednia 0.704 0.235 0.061
## mediana 0.727 0.193 0.001
## max 1.000 0.798 0.454
## min 0.202 0.000 0.000
## odchylenie_stand 0.206 0.194 0.114
## ws_zmiennosci 0.293 0.826 1.869
## 2021 rok_drogowy 2021 rok_kolejowy 2021 rok_wodny
## srednia 0.740 0.207 0.053
## mediana 0.732 0.210 0.001
## max 1.000 0.625 0.419
## min 0.375 0.000 0.000
## odchylenie_stand 0.171 0.156 0.102
## ws_zmiennosci 0.231 0.754 1.925
Grupowanie niehierarchiczne
Optymalna liczba grup - ws. sylwetkowy
Grupowanie niehierarchiczne - podział na 6 grup
## BE BG CZ DK DE EE IE EL ES FR HR IT CY LV LT LU HU NL AT PL PT RO SI SK FI SE
## 6 4 1 2 6 5 2 2 2 2 1 2 2 5 5 6 1 3 1 1 2 4 1 1 1 1
Zmiany w grupie 1 - CZ, HR, HU, AT, PL, SI, SK, FI, SE
## [1] "drogowy"
## 2005 rok 2010 rok 2015 rok 2021 rok
## Min. :0.5078 Min. :0.5589 Min. :0.6015 Min. :0.6464
## 1st Qu.:0.6331 1st Qu.:0.6440 1st Qu.:0.6500 1st Qu.:0.6814
## Median :0.6755 Median :0.6815 Median :0.7047 Median :0.6986
## Mean :0.6660 Mean :0.6658 Mean :0.6877 Mean :0.7076
## 3rd Qu.:0.6925 3rd Qu.:0.6984 3rd Qu.:0.7285 3rd Qu.:0.7271
## Max. :0.7802 Max. :0.7294 Max. :0.7441 Max. :0.7771
## [1] "kolejowy"
## 2005 rok 2010 rok 2015 rok 2021 rok
## Min. :0.2110 Min. :0.2280 Min. :0.1936 Min. :0.2227
## 1st Qu.:0.2721 1st Qu.:0.2710 1st Qu.:0.2633 1st Qu.:0.2382
## Median :0.3148 Median :0.3007 Median :0.2949 Median :0.2692
## Mean :0.3177 Mean :0.3058 Mean :0.2904 Mean :0.2739
## 3rd Qu.:0.3571 3rd Qu.:0.3302 3rd Qu.:0.3249 3rd Qu.:0.2980
## Max. :0.4565 Max. :0.3847 Max. :0.3663 Max. :0.3355
## [1] "wodny"
## 2005 rok 2010 rok 2015 rok 2021 rok
## Min. :0.000000 Min. :0.0000000 Min. :0.0000000 Min. :0.0000000
## 1st Qu.:0.001334 1st Qu.:0.0007876 1st Qu.:0.0004442 1st Qu.:0.0003079
## Median :0.002385 Median :0.0020928 Median :0.0040800 Median :0.0037067
## Mean :0.016264 Mean :0.0283618 Mean :0.0218991 Mean :0.0184682
## 3rd Qu.:0.033019 3rd Qu.:0.0564297 3rd Qu.:0.0321662 3rd Qu.:0.0328530
## Max. :0.063157 Max. :0.0818521 Max. :0.0779087 Max. :0.0631619
Zmiany w grupie 2 - DK, IE, EL, ES, FR, IT, CY, PT
## [1] "drogowy"
## 2005 rok 2010 rok 2015 rok 2021 rok
## Min. :0.8559 Min. :0.8746 Min. :0.8485 Min. :0.8729
## 1st Qu.:0.8981 1st Qu.:0.8897 1st Qu.:0.8637 1st Qu.:0.8877
## Median :0.9279 Median :0.9307 Median :0.9109 Median :0.9351
## Mean :0.9324 Mean :0.9351 Mean :0.9210 Mean :0.9342
## 3rd Qu.:0.9748 3rd Qu.:0.9813 3rd Qu.:0.9851 3rd Qu.:0.9770
## Max. :1.0000 Max. :1.0000 Max. :1.0000 Max. :1.0000
## [1] "kolejowy"
## 2005 rok 2010 rok 2015 rok 2021 rok
## Min. :0.00000 Min. :0.00000 Min. :0.00000 Min. :0.00000
## 1st Qu.:0.02517 1st Qu.:0.01865 1st Qu.:0.01486 1st Qu.:0.02298
## Median :0.07213 Median :0.06906 Median :0.08906 Median :0.06488
## Mean :0.06431 Mean :0.06103 Mean :0.07539 Mean :0.06301
## 3rd Qu.:0.10160 3rd Qu.:0.09864 3rd Qu.:0.12560 3rd Qu.:0.10620
## Max. :0.11827 Max. :0.11492 Max. :0.14139 Max. :0.12618
## [1] "wodny"
## 2005 rok 2010 rok 2015 rok 2021 rok
## Min. :0.000e+00 Min. :0.0000000 Min. :0.0000000 Min. :0.000000
## 1st Qu.:0.000e+00 1st Qu.:0.0000000 1st Qu.:0.0000000 1st Qu.:0.000000
## Median :0.000e+00 Median :0.0000000 Median :0.0000000 Median :0.000000
## Mean :3.283e-03 Mean :0.0038314 Mean :0.0036460 Mean :0.002756
## 3rd Qu.:9.783e-05 3rd Qu.:0.0001334 3rd Qu.:0.0001001 3rd Qu.:0.000182
## Max. :2.588e-02 Max. :0.0301174 Max. :0.0287677 Max. :0.021320
Zmiany w grupie 3 - NL
## [1] "drogowy"
## 2005 rok 2010 rok 2015 rok 2021 rok
## Min. :0.5084 Min. :0.4837 Min. :0.4842 Min. :0.5173
## 1st Qu.:0.5084 1st Qu.:0.4837 1st Qu.:0.4842 1st Qu.:0.5173
## Median :0.5084 Median :0.4837 Median :0.4842 Median :0.5173
## Mean :0.5084 Mean :0.4837 Mean :0.4842 Mean :0.5173
## 3rd Qu.:0.5084 3rd Qu.:0.4837 3rd Qu.:0.4842 3rd Qu.:0.5173
## Max. :0.5084 Max. :0.4837 Max. :0.4842 Max. :0.5173
## [1] "kolejowy"
## 2005 rok 2010 rok 2015 rok 2021 rok
## Min. :0.05994 Min. :0.05828 Min. :0.06129 Min. :0.06357
## 1st Qu.:0.05994 1st Qu.:0.05828 1st Qu.:0.06129 1st Qu.:0.06357
## Median :0.05994 Median :0.05828 Median :0.06129 Median :0.06357
## Mean :0.05994 Mean :0.05828 Mean :0.06129 Mean :0.06357
## 3rd Qu.:0.05994 3rd Qu.:0.05828 3rd Qu.:0.06129 3rd Qu.:0.06357
## Max. :0.05994 Max. :0.05828 Max. :0.06129 Max. :0.06357
## [1] "wodny"
## 2005 rok 2010 rok 2015 rok 2021 rok
## Min. :0.4316 Min. :0.458 Min. :0.4545 Min. :0.4192
## 1st Qu.:0.4316 1st Qu.:0.458 1st Qu.:0.4545 1st Qu.:0.4192
## Median :0.4316 Median :0.458 Median :0.4545 Median :0.4192
## Mean :0.4316 Mean :0.458 Mean :0.4545 Mean :0.4192
## 3rd Qu.:0.4316 3rd Qu.:0.458 3rd Qu.:0.4545 3rd Qu.:0.4192
## Max. :0.4316 Max. :0.458 Max. :0.4545 Max. :0.4192
Zmiany w grupie 4 - BG, RO
## [1] "drogowy"
## 2005 rok 2010 rok 2015 rok 2021 rok
## Min. :0.5651 Min. :0.3691 Min. :0.3801 Min. :0.4967
## 1st Qu.:0.5864 1st Qu.:0.4003 1st Qu.:0.4219 1st Qu.:0.5124
## Median :0.6077 Median :0.4315 Median :0.4637 Median :0.5281
## Mean :0.6077 Mean :0.4315 Mean :0.4637 Mean :0.5281
## 3rd Qu.:0.6290 3rd Qu.:0.4627 3rd Qu.:0.5055 3rd Qu.:0.5437
## Max. :0.6503 Max. :0.4940 Max. :0.5473 Max. :0.5594
## [1] "kolejowy"
## 2005 rok 2010 rok 2015 rok 2021 rok
## Min. :0.2883 Min. :0.1702 Min. :0.1787 Min. :0.1964
## 1st Qu.:0.2924 1st Qu.:0.2007 1st Qu.:0.2130 1st Qu.:0.2104
## Median :0.2966 Median :0.2313 Median :0.2472 Median :0.2245
## Mean :0.2966 Mean :0.2313 Mean :0.2472 Mean :0.2245
## 3rd Qu.:0.3008 3rd Qu.:0.2619 3rd Qu.:0.2815 3rd Qu.:0.2385
## Max. :0.3050 Max. :0.2925 Max. :0.3158 Max. :0.2526
## [1] "wodny"
## 2005 rok 2010 rok 2015 rok 2021 rok
## Min. :0.04472 Min. :0.3359 Min. :0.2739 Min. :0.2442
## 1st Qu.:0.07020 1st Qu.:0.3365 1st Qu.:0.2815 1st Qu.:0.2458
## Median :0.09568 Median :0.3371 Median :0.2890 Median :0.2475
## Mean :0.09568 Mean :0.3371 Mean :0.2890 Mean :0.2475
## 3rd Qu.:0.12115 3rd Qu.:0.3378 3rd Qu.:0.2966 3rd Qu.:0.2491
## Max. :0.14663 Max. :0.3384 Max. :0.3041 Max. :0.2507
Zmiany w grupie 5 - EE, LV, LT
## [1] "drogowy"
## 2005 rok 2010 rok 2015 rok 2021 rok
## Min. :0.1589 Min. :0.1789 Min. :0.2024 Min. :0.3746
## 1st Qu.:0.1798 1st Qu.:0.2127 1st Qu.:0.2719 1st Qu.:0.4200
## Median :0.2006 Median :0.2464 Median :0.3414 Median :0.4655
## Mean :0.2061 Mean :0.2325 Mean :0.3401 Mean :0.4797
## 3rd Qu.:0.2297 3rd Qu.:0.2593 3rd Qu.:0.4089 3rd Qu.:0.5322
## Max. :0.2589 Max. :0.2721 Max. :0.4764 Max. :0.5989
## [1] "kolejowy"
## 2005 rok 2010 rok 2015 rok 2021 rok
## Min. :0.7411 Min. :0.7277 Min. :0.5236 Min. :0.4011
## 1st Qu.:0.7702 1st Qu.:0.7406 1st Qu.:0.5911 1st Qu.:0.4678
## Median :0.7994 Median :0.7536 Median :0.6586 Median :0.5345
## Mean :0.7939 Mean :0.7675 Mean :0.6599 Mean :0.5203
## 3rd Qu.:0.8202 3rd Qu.:0.7873 3rd Qu.:0.7281 3rd Qu.:0.5799
## Max. :0.8411 Max. :0.8211 Max. :0.7976 Max. :0.6253
## [1] "wodny"
## 2005 rok 2010 rok 2015 rok 2021 rok
## Min. :0.000e+00 Min. :0.000e+00 Min. :0 Min. :0.000e+00
## 1st Qu.:0.000e+00 1st Qu.:0.000e+00 1st Qu.:0 1st Qu.:0.000e+00
## Median :0.000e+00 Median :0.000e+00 Median :0 Median :0.000e+00
## Mean :2.626e-05 Mean :5.418e-05 Mean :0 Mean :4.293e-05
## 3rd Qu.:3.939e-05 3rd Qu.:8.127e-05 3rd Qu.:0 3rd Qu.:6.439e-05
## Max. :7.879e-05 Max. :1.625e-04 Max. :0 Max. :1.288e-04
Zmiany w grupie 6 - BE, DE, LU
## [1] "drogowy"
## 2005 rok 2010 rok 2015 rok 2021 rok
## Min. :0.6992 Min. :0.7048 Min. :0.7158 Min. :0.7361
## 1st Qu.:0.7091 1st Qu.:0.7193 1st Qu.:0.7281 1st Qu.:0.7608
## Median :0.7191 Median :0.7339 Median :0.7403 Median :0.7855
## Mean :0.7184 Mean :0.7313 Mean :0.7685 Mean :0.7924
## 3rd Qu.:0.7280 3rd Qu.:0.7446 3rd Qu.:0.7948 3rd Qu.:0.8206
## Max. :0.7369 Max. :0.7553 Max. :0.8493 Max. :0.8557
## [1] "kolejowy"
## 2005 rok 2010 rok 2015 rok 2021 rok
## Min. :0.1281 Min. :0.1159 Min. :0.07056 Min. :0.06463
## 1st Qu.:0.1391 1st Qu.:0.1181 1st Qu.:0.08867 1st Qu.:0.08088
## Median :0.1500 Median :0.1202 Median :0.10677 Median :0.09713
## Mean :0.1527 Mean :0.1410 Mean :0.12337 Mean :0.11726
## 3rd Qu.:0.1650 3rd Qu.:0.1535 3rd Qu.:0.14977 3rd Qu.:0.14357
## Max. :0.1799 Max. :0.1868 Max. :0.19277 Max. :0.19000
## [1] "wodny"
## 2005 rok 2010 rok 2015 rok 2021 rok
## Min. :0.1209 Min. :0.1084 Min. :0.08011 Min. :0.07389
## 1st Qu.:0.1259 1st Qu.:0.1186 1st Qu.:0.08577 1st Qu.:0.07679
## Median :0.1309 Median :0.1288 Median :0.09142 Median :0.07969
## Mean :0.1289 Mean :0.1277 Mean :0.10815 Mean :0.09032
## 3rd Qu.:0.1329 3rd Qu.:0.1374 3rd Qu.:0.12217 3rd Qu.:0.09853
## Max. :0.1350 Max. :0.1459 Max. :0.15292 Max. :0.11737
Wizualizacja
