CIUDAD
catdat.C<-data[,c(1,3:50)]
catdat.C$CIUDAD <- as.factor(catdat.C$CIUDAD)
cat.C <-catdes(catdat.C,num.var=1,proba = 0.05)
cat.C##
## Link between the cluster variable and the quantitative variables
## ================================================================
## Eta2 P-value
## Destinations 0.23944945 2.570726e-23
## Amenities.(natural.resources) 0.21260400 1.932893e-19
## Territory.(tangible.and.intangible.attributes) 0.14109172 3.407599e-10
## Amenities.(commercial.fabric) 0.13187693 3.949652e-09
## Positive.sentiments.(security) 0.12185327 5.192351e-08
## Positive.sentiments.(reputation) 0.10499266 3.137279e-06
## Verb./.action.(to.find) 0.10471194 3.349979e-06
## Amenities.(leisure.and.tourism.attractions) 0.09352757 4.221448e-05
## Physical.landscapes.(transport.and.mobility) 0.09304473 4.692105e-05
## Verb./.action.(to.see) 0.08300598 3.914212e-04
## Verb./.Action.(to.arrive) 0.08270775 4.159028e-04
## Community.identity.(culture.and.lifestyle) 0.07975978 7.516695e-04
## Urban.human.landscapes.(residents) 0.07810416 1.041348e-03
## Verb./.action.(to.be) 0.07600016 1.564951e-03
## Positive.sentiments.(cleaniness) 0.07292276 2.798587e-03
## Human.landscapes.(visitors) 0.07282896 2.847816e-03
## Physical.landscapes.(arquitecture.and.infraestructures) 0.06943721 5.288171e-03
## Physical.landscapes.(dimensions) 0.06847914 6.271992e-03
## Positive.sentiments.(easiness) 0.06292894 1.620863e-02
## Verb./.action.(to.search) 0.06290709 1.626709e-02
## Verb./.Action.(to.persist) 0.06081348 2.284757e-02
## Verb./.Action.(to.offer) 0.05969446 2.727657e-02
## Verb./.action.(to.have) 0.05676420 4.272769e-02
## Verb./.Action.(to.walk) 0.05612766 4.696210e-02
##
## Description of each cluster by quantitative variables
## =====================================================
## $Austin
## v.test Mean in category
## Positive.sentiments.(tranquility) 3.397054 1.15
## Verb./.Action.(to.walk) 3.299806 0.30
## Community.identity.(culture.and.lifestyle) 2.254445 7.50
## Amenities.(natural.resources) 2.206735 0.65
## Verb./.action.(to.do) 2.197836 0.10
## Overall mean sd in category
## Positive.sentiments.(tranquility) 0.51900826 1.3143439
## Verb./.Action.(to.walk) 0.08099174 0.4582576
## Community.identity.(culture.and.lifestyle) 5.99008264 3.2015621
## Amenities.(natural.resources) 0.28429752 0.7921490
## Verb./.action.(to.do) 0.02479339 0.3000000
## Overall sd p.value
## Positive.sentiments.(tranquility) 0.8440667 0.0006811555
## Verb./.Action.(to.walk) 0.3015974 0.0009675164
## Community.identity.(culture.and.lifestyle) 3.0434703 0.0241681883
## Amenities.(natural.resources) 0.7530663 0.0273325569
## Verb./.action.(to.do) 0.1554949 0.0279607904
##
## $Bangkok
## v.test Mean in category
## Amenities.(commercial.fabric) 4.524057 4.4705882
## Physical.landscapes.(transport.and.mobility) 3.531710 1.5294118
## Verb./.Action.(to.offer) 3.210878 0.8235294
## Urban.human.landscapes.(residents) 2.547254 0.8823529
## Verb./.action.(to.be) 2.352695 0.5882353
## Positive.sentiments.(cleaniness) 2.161815 0.1176471
## Physical.landscapes.(dimensions) 2.006762 1.4705882
## Overall mean sd in category
## Amenities.(commercial.fabric) 2.12561983 2.1994022
## Physical.landscapes.(transport.and.mobility) 0.63305785 1.4997116
## Verb./.Action.(to.offer) 0.35537190 1.1496953
## Urban.human.landscapes.(residents) 0.45454545 1.0782531
## Verb./.action.(to.be) 0.27272727 0.9112902
## Positive.sentiments.(cleaniness) 0.02975207 0.3221897
## Physical.landscapes.(dimensions) 0.96033058 1.0356951
## Overall sd p.value
## Amenities.(commercial.fabric) 2.1660235 6.066527e-06
## Physical.landscapes.(transport.and.mobility) 1.0605930 4.128821e-04
## Verb./.Action.(to.offer) 0.6092877 1.323299e-03
## Urban.human.landscapes.(residents) 0.7018276 1.085745e-02
## Verb./.action.(to.be) 0.5604013 1.863793e-02
## Positive.sentiments.(cleaniness) 0.1699026 3.063246e-02
## Physical.landscapes.(dimensions) 1.0625464 4.477500e-02
##
## $Barcelona
## v.test Mean in category
## Verb./.action.(to.search) 3.318904 0.14285714
## Verb./.action.(to.visit) 2.439802 0.28571429
## Urban.human.landscapes.(visitors) 2.270199 0.19047619
## Community.identity.(culture.and.lifestyle) 1.983966 7.28571429
## Destinations -3.082960 0.04761905
## Overall mean sd in category
## Verb./.action.(to.search) 0.02479339 0.3499271
## Verb./.action.(to.visit) 0.11074380 0.4517540
## Urban.human.landscapes.(visitors) 0.06446281 0.3926767
## Community.identity.(culture.and.lifestyle) 5.99008264 3.6533462
## Destinations 0.76033058 0.2129589
## Overall sd p.value
## Verb./.action.(to.search) 0.1657844 0.0009037155
## Verb./.action.(to.visit) 0.3342196 0.0146953217
## Urban.human.landscapes.(visitors) 0.2586869 0.0231955289
## Community.identity.(culture.and.lifestyle) 3.0434703 0.0472596593
## Destinations 1.0773766 0.0020495250
##
## $Berlín
## v.test Mean in category
## Amenities.(commercial.fabric) 2.756345 3.8333333
## Verb./.Action.(to.persist) 2.482799 0.3333333
## Destinations -2.467270 0.0000000
## Territory.(tangible.and.intangible.attributes) -2.519944 4.5833333
## Overall mean sd in category
## Amenities.(commercial.fabric) 2.1256198 2.6087460
## Verb./.Action.(to.persist) 0.1008264 0.8498366
## Destinations 0.7603306 0.0000000
## Territory.(tangible.and.intangible.attributes) 6.7305785 1.7057908
## Overall sd p.value
## Amenities.(commercial.fabric) 2.1660235 0.005845128
## Verb./.Action.(to.persist) 0.3273979 0.013035444
## Destinations 1.0773766 0.013614770
## Territory.(tangible.and.intangible.attributes) 2.9790132 0.011737337
##
## $Boston
## v.test Mean in category
## Positive.sentiments.(easiness) 3.539177 0.2857143
## Verb./.Action.(to.arrive) 3.442028 0.2142857
## Physical.landscapes.(transport.and.mobility) 2.602316 1.1428571
## Positive.sentiments.(affordableness) 2.466033 0.1071429
## Negative.sentiments.(annoyance) 2.391694 0.1785714
## Positive.sentiments.(independence) 2.335906 0.1071429
## Positive.sentiments.(novelty) 2.023272 0.3214286
## Amenities.(commercial.fabric) -2.545644 1.1071429
## Overall mean sd in category
## Positive.sentiments.(easiness) 0.09256198 0.4517540
## Verb./.Action.(to.arrive) 0.05950413 0.4103259
## Physical.landscapes.(transport.and.mobility) 0.63305785 1.1248583
## Positive.sentiments.(affordableness) 0.02975207 0.3092948
## Negative.sentiments.(annoyance) 0.06115702 0.5380900
## Positive.sentiments.(independence) 0.02975207 0.4087687
## Positive.sentiments.(novelty) 0.16198347 0.5380900
## Amenities.(commercial.fabric) 2.12561983 1.1128883
## Overall sd p.value
## Positive.sentiments.(easiness) 0.2954658 0.0004013773
## Verb./.Action.(to.arrive) 0.2434526 0.0005773702
## Physical.landscapes.(transport.and.mobility) 1.0605930 0.0092596485
## Positive.sentiments.(affordableness) 0.1699026 0.0136618635
## Negative.sentiments.(annoyance) 0.2657818 0.0167708065
## Positive.sentiments.(independence) 0.1793674 0.0194961473
## Positive.sentiments.(novelty) 0.4266448 0.0430451170
## Amenities.(commercial.fabric) 2.1660235 0.0109076424
##
## $`Buenos Aires`
## v.test Mean in category
## Positive.sentiments.(reputation) 3.156823 2.9
## Community.identity.(culture.and.lifestyle) 2.105136 7.4
## Verb./.action.(to.have) -2.435960 0.0
## Destinations -2.785155 0.1
## Overall mean sd in category
## Positive.sentiments.(reputation) 1.7917355 1.374773
## Community.identity.(culture.and.lifestyle) 5.9900826 2.745906
## Verb./.action.(to.have) 0.2809917 0.000000
## Destinations 0.7603306 0.300000
## Overall sd p.value
## Positive.sentiments.(reputation) 1.5953231 0.001594979
## Community.identity.(culture.and.lifestyle) 3.0434703 0.035279487
## Verb./.action.(to.have) 0.5241781 0.014852309
## Destinations 1.0773766 0.005350211
##
## $`Ciudad de México`
## v.test Mean in category
## Verb./.action.(to.see) 2.092306 0.1333333
## Positive.sentiments.(friendlyness) 2.054354 0.2666667
## Amenities.(leisure.and.tourism.attractions) -2.276313 1.5333333
## Overall mean sd in category
## Verb./.action.(to.see) 0.03305785 0.3399346
## Positive.sentiments.(friendlyness) 0.09090909 0.7717225
## Amenities.(leisure.and.tourism.attractions) 2.80165289 1.1469767
## Overall sd p.value
## Verb./.action.(to.see) 0.1878053 0.03641119
## Positive.sentiments.(friendlyness) 0.3352562 0.03994140
## Amenities.(leisure.and.tourism.attractions) 2.1834079 0.02282730
##
## $`Lake Tahoe`
## v.test
## Amenities.(natural.resources) 6.953872
## Positive.sentiments.(cleaniness) 3.687977
## Physical.landscapes.(dimensions) 2.783708
## Verb./.Action.(to.persist) 2.382462
## Amenities.(leisure.and.tourism.attractions) -2.021790
## Physical.landscapes.(arquitecture.and.infraestructures) -2.326651
## Amenities.(commercial.fabric) -2.463531
## Mean in category
## Amenities.(natural.resources) 2.125
## Positive.sentiments.(cleaniness) 0.250
## Physical.landscapes.(dimensions) 2.000
## Verb./.Action.(to.persist) 0.375
## Amenities.(leisure.and.tourism.attractions) 1.250
## Physical.landscapes.(arquitecture.and.infraestructures) 0.250
## Amenities.(commercial.fabric) 0.250
## Overall mean
## Amenities.(natural.resources) 0.28429752
## Positive.sentiments.(cleaniness) 0.02975207
## Physical.landscapes.(dimensions) 0.96033058
## Verb./.Action.(to.persist) 0.10082645
## Amenities.(leisure.and.tourism.attractions) 2.80165289
## Physical.landscapes.(arquitecture.and.infraestructures) 1.55537190
## Amenities.(commercial.fabric) 2.12561983
## sd in category
## Amenities.(natural.resources) 1.3635890
## Positive.sentiments.(cleaniness) 0.4330127
## Physical.landscapes.(dimensions) 1.5811388
## Verb./.Action.(to.persist) 0.6959705
## Amenities.(leisure.and.tourism.attractions) 1.2990381
## Physical.landscapes.(arquitecture.and.infraestructures) 0.4330127
## Amenities.(commercial.fabric) 0.4330127
## Overall sd p.value
## Amenities.(natural.resources) 0.7530663 3.553938e-12
## Positive.sentiments.(cleaniness) 0.1699026 2.260440e-04
## Physical.landscapes.(dimensions) 1.0625464 5.374141e-03
## Verb./.Action.(to.persist) 0.3273979 1.719732e-02
## Amenities.(leisure.and.tourism.attractions) 2.1834079 4.319807e-02
## Physical.landscapes.(arquitecture.and.infraestructures) 1.5961705 1.998384e-02
## Amenities.(commercial.fabric) 2.1660235 1.375762e-02
##
## $Londres
## v.test
## Amenities.(leisure.and.tourism.attractions) 4.748759
## Positive.sentiments.(reputation) 3.689827
## Physical.landscapes.(arquitecture.and.infraestructures) 2.747475
## Negative.sentiments.(difficultness) 2.374193
## Verb./.action.(to.find) -2.058295
## Mean in category
## Amenities.(leisure.and.tourism.attractions) 4.2553191
## Positive.sentiments.(reputation) 2.6170213
## Physical.landscapes.(arquitecture.and.infraestructures) 2.1702128
## Negative.sentiments.(difficultness) 0.2127660
## Verb./.action.(to.find) 0.0212766
## Overall mean
## Amenities.(leisure.and.tourism.attractions) 2.8016529
## Positive.sentiments.(reputation) 1.7917355
## Physical.landscapes.(arquitecture.and.infraestructures) 1.5553719
## Negative.sentiments.(difficultness) 0.1041322
## Verb./.action.(to.find) 0.1371901
## sd in category
## Amenities.(leisure.and.tourism.attractions) 2.8469325
## Positive.sentiments.(reputation) 1.4954284
## Physical.landscapes.(arquitecture.and.infraestructures) 1.6671947
## Negative.sentiments.(difficultness) 0.5025962
## Verb./.action.(to.find) 0.1443049
## Overall sd p.value
## Amenities.(leisure.and.tourism.attractions) 2.1834079 2.046686e-06
## Positive.sentiments.(reputation) 1.5953231 2.244067e-04
## Physical.landscapes.(arquitecture.and.infraestructures) 1.5961705 6.005611e-03
## Negative.sentiments.(difficultness) 0.3263615 1.758736e-02
## Verb./.action.(to.find) 0.4016767 3.956182e-02
##
## $`Los Ángeles`
## v.test Mean in category
## Verb./.Action.(to.arrive) 5.337205 0.22033898
## Positive.sentiments.(security) 4.514427 0.15254237
## Verb./.action.(to.find) 4.399506 0.35593220
## Verb./.Action.(to.be.able) 4.201569 0.22033898
## Territory.(tangible.and.intangible.attributes) 3.258702 7.93220339
## Positive.sentiments.(grattitude) 2.907402 0.15254237
## Positive.sentiments.(enjoyment) 2.816041 0.35593220
## Positive.sentiments.(easiness) 2.566894 0.18644068
## Verb./.Action.(to.acquire) 2.476952 0.08474576
## Physical.landscapes.(transport.and.mobility) 2.407779 0.94915254
## Negative.sentiments.(pretentiousness) 2.399533 0.06779661
## Weather./.climate.conditions 2.017769 0.27118644
## Destinations -2.015664 0.49152542
## Verb./.action.(to.be) -2.221285 0.11864407
## Human.landscapes.(residents) -2.300999 0.20338983
## Amenities.(leisure.and.tourism.attractions) -2.527200 2.11864407
## Overall mean sd in category
## Verb./.Action.(to.arrive) 0.05950413 0.4535284
## Positive.sentiments.(security) 0.04132231 0.3595458
## Verb./.action.(to.find) 0.13719008 0.6314555
## Verb./.Action.(to.be.able) 0.07438017 0.4535284
## Territory.(tangible.and.intangible.attributes) 6.73057851 3.0020581
## Positive.sentiments.(grattitude) 0.06280992 0.3595458
## Positive.sentiments.(enjoyment) 0.20330579 0.4787948
## Positive.sentiments.(easiness) 0.09256198 0.4307886
## Verb./.Action.(to.acquire) 0.02975207 0.2785030
## Physical.landscapes.(transport.and.mobility) 0.63305785 1.0958122
## Negative.sentiments.(pretentiousness) 0.02314050 0.2513966
## Weather./.climate.conditions 0.15867769 0.7090339
## Destinations 0.76033058 1.0475618
## Verb./.action.(to.be) 0.27272727 0.3233692
## Human.landscapes.(residents) 0.39008264 0.4426293
## Amenities.(leisure.and.tourism.attractions) 2.80165289 1.9579022
## Overall sd p.value
## Verb./.Action.(to.arrive) 0.2434526 9.439038e-08
## Positive.sentiments.(security) 0.1990346 6.348814e-06
## Verb./.action.(to.find) 0.4016767 1.084975e-05
## Verb./.Action.(to.be.able) 0.2806512 2.650709e-05
## Territory.(tangible.and.intangible.attributes) 2.9790132 1.119232e-03
## Positive.sentiments.(grattitude) 0.2493404 3.644443e-03
## Positive.sentiments.(enjoyment) 0.4378637 4.861950e-03
## Positive.sentiments.(easiness) 0.2954658 1.026139e-02
## Verb./.Action.(to.acquire) 0.1793674 1.325098e-02
## Physical.landscapes.(transport.and.mobility) 1.0605930 1.604990e-02
## Negative.sentiments.(pretentiousness) 0.1503496 1.641601e-02
## Weather./.climate.conditions 0.4504671 4.361533e-02
## Destinations 1.0773766 4.383509e-02
## Verb./.action.(to.be) 0.5604013 2.633164e-02
## Human.landscapes.(residents) 0.6554798 2.139168e-02
## Amenities.(leisure.and.tourism.attractions) 2.1834079 1.149760e-02
##
## $Melbourne
## v.test Mean in category
## Verb./.action.(to.see) 5.421949 0.2631579
## Verb./.action.(to.share) 3.089953 0.1578947
## Positive.sentiments.(reputation) -2.780219 0.7894737
## Destinations -3.123068 0.0000000
## Territory.(tangible.and.intangible.attributes) -3.508996 4.3684211
## Overall mean sd in category
## Verb./.action.(to.see) 0.03305785 0.5469634
## Verb./.action.(to.share) 0.03305785 0.3646423
## Positive.sentiments.(reputation) 1.79173554 1.0041465
## Destinations 0.76033058 0.0000000
## Territory.(tangible.and.intangible.attributes) 6.73057851 2.1572528
## Overall sd p.value
## Verb./.action.(to.see) 0.1878053 5.895275e-08
## Verb./.action.(to.share) 0.1787877 2.001884e-03
## Positive.sentiments.(reputation) 1.5953231 5.432224e-03
## Destinations 1.0773766 1.789767e-03
## Territory.(tangible.and.intangible.attributes) 2.9790132 4.498016e-04
##
## $Miami
## v.test Mean in category
## Destinations 5.554261 1.958333
## Community.identity.(culture.and.lifestyle) 2.272955 7.375000
## Amenities.(natural.resources) 2.259842 0.625000
## Overall mean sd in category
## Destinations 0.7603306 1.368672
## Community.identity.(culture.and.lifestyle) 5.9900826 3.485834
## Amenities.(natural.resources) 0.2842975 1.183656
## Overall sd p.value
## Destinations 1.0773766 2.787885e-08
## Community.identity.(culture.and.lifestyle) 3.0434703 2.302890e-02
## Amenities.(natural.resources) 0.7530663 2.383104e-02
##
## $`Nueva York`
## v.test Mean in category Overall mean
## Positive.sentiments.(reputation) 3.200457 2.42372881 1.79173554
## Positive.sentiments.(affordableness) 2.614936 0.08474576 0.02975207
## Positive.sentiments.(easiness) 2.103459 0.16949153 0.09256198
## Positive.sentiments.(availability) 2.012313 0.20338983 0.11900826
## Negative.sentiments.(difficultness) -2.158149 0.01694915 0.10413223
## sd in category Overall sd p.value
## Positive.sentiments.(reputation) 1.6488660 1.5953231 0.001372099
## Positive.sentiments.(affordableness) 0.2785030 0.1699026 0.008924406
## Positive.sentiments.(easiness) 0.3751855 0.2954658 0.035425662
## Positive.sentiments.(availability) 0.4025201 0.3387664 0.044186995
## Negative.sentiments.(difficultness) 0.1290809 0.3263615 0.030916262
##
## $París
## v.test Mean in category
## Amenities.(commercial.fabric) 2.138303 2.9655172
## Physical.landscapes.(dimensions) -2.299585 0.5172414
## Urban.human.landscapes.(residents) -2.487748 0.1379310
## Territory.(tangible.and.intangible.attributes) -3.586492 4.7931034
## Overall mean sd in category
## Amenities.(commercial.fabric) 2.1256198 3.0227044
## Physical.landscapes.(dimensions) 0.9603306 0.8558396
## Urban.human.landscapes.(residents) 0.4545455 0.3448276
## Territory.(tangible.and.intangible.attributes) 6.7305785 1.9186797
## Overall sd p.value
## Amenities.(commercial.fabric) 2.1660235 0.0324921339
## Physical.landscapes.(dimensions) 1.0625464 0.0214717369
## Urban.human.landscapes.(residents) 0.7018276 0.0128554608
## Territory.(tangible.and.intangible.attributes) 2.9790132 0.0003351557
##
## $`Río de Janeiro`
## v.test Mean in category
## Amenities.(natural.resources) 2.040774 0.6315789
## Community.identity.(culture.and.lifestyle) -2.893667 4.0000000
## Destinations -3.123068 0.0000000
## Overall mean sd in category
## Amenities.(natural.resources) 0.2842975 1.179229
## Community.identity.(culture.and.lifestyle) 5.9900826 3.094987
## Destinations 0.7603306 0.000000
## Overall sd p.value
## Amenities.(natural.resources) 0.7530663 0.041273337
## Community.identity.(culture.and.lifestyle) 3.0434703 0.003807721
## Destinations 1.0773766 0.001789767
##
## $Roma
## v.test Mean in category Overall mean
## Positive.sentiments.(security) 6.219539 0.25806452 0.04132231
## Verb./.action.(to.see) 2.918711 0.12903226 0.03305785
## Verb./.action.(to.be) 2.809427 0.54838710 0.27272727
## Time./.moment.of.the.day 2.187402 1.19354839 0.77024793
## Verb./.Action.(to.persist) 2.180259 0.22580645 0.10082645
## Urban.human.landscapes.(visitors) 2.137803 0.16129032 0.06446281
## Verb./.action.(to.have) -2.007222 0.09677419 0.28099174
## sd in category Overall sd p.value
## Positive.sentiments.(security) 0.4375697 0.1990346 4.986163e-10
## Verb./.action.(to.see) 0.3352356 0.1878053 3.514822e-03
## Verb./.action.(to.be) 0.7967154 0.5604013 4.962979e-03
## Time./.moment.of.the.day 1.3055552 1.1052575 2.871318e-02
## Verb./.Action.(to.persist) 0.4181123 0.3273979 2.923830e-02
## Urban.human.landscapes.(visitors) 0.3677985 0.2586869 3.253274e-02
## Verb./.action.(to.have) 0.2956500 0.5241781 4.472598e-02
##
## $`San Francisco`
## v.test Mean in category
## Positive.sentiments.(cleaniness) 2.703696 0.100
## Positive.sentiments.(affordableness) 2.703696 0.100
## Community.identity.(culture.and.lifestyle) -1.966145 5.075
## Destinations -2.035307 0.425
## Amenities.(commercial.fabric) -2.039687 1.450
## Overall mean sd in category
## Positive.sentiments.(cleaniness) 0.02975207 0.3000000
## Positive.sentiments.(affordableness) 0.02975207 0.3000000
## Community.identity.(culture.and.lifestyle) 5.99008264 2.4636102
## Destinations 0.76033058 0.5868347
## Amenities.(commercial.fabric) 2.12561983 1.4133294
## Overall sd p.value
## Positive.sentiments.(cleaniness) 0.1699026 0.006857298
## Positive.sentiments.(affordableness) 0.1699026 0.006857298
## Community.identity.(culture.and.lifestyle) 3.0434703 0.049281892
## Destinations 1.0773766 0.041820028
## Amenities.(commercial.fabric) 2.1660235 0.041381536
##
## $Seúl
## v.test Mean in category
## Verb./.action.(to.find) 4.511683 0.5000000
## Verb./.action.(to.search) 4.274576 0.1666667
## Human.landscapes.(visitors) 4.245568 0.4583333
## Amenities.(commercial.fabric) 3.457679 3.6250000
## Urban.human.landscapes.(visitors) 2.778007 0.2083333
## Positive.sentiments.(novelty) 2.493922 0.3750000
## Physical.landscapes.(dimensions) 2.341099 1.4583333
## Community.identity.(culture.and.lifestyle) 2.272955 7.3750000
## Destinations 2.270238 1.2500000
## Community.identity.(history.and.legacy) 2.101317 1.5416667
## Verb./.action.(to.visit) 2.081223 0.2500000
## Overall mean sd in category
## Verb./.action.(to.find) 0.13719008 0.6454972
## Verb./.action.(to.search) 0.02479339 0.4714045
## Human.landscapes.(visitors) 0.13388430 0.8154327
## Amenities.(commercial.fabric) 2.12561983 2.8695601
## Urban.human.landscapes.(visitors) 0.06446281 0.4061164
## Positive.sentiments.(novelty) 0.16198347 0.6332785
## Physical.landscapes.(dimensions) 0.96033058 1.3533651
## Community.identity.(culture.and.lifestyle) 5.99008264 2.7660516
## Destinations 0.76033058 1.2665570
## Community.identity.(history.and.legacy) 0.98512397 1.9786183
## Verb./.action.(to.visit) 0.11074380 0.5204165
## Overall sd p.value
## Verb./.action.(to.find) 0.4016767 6.431540e-06
## Verb./.action.(to.search) 0.1657844 1.915016e-05
## Human.landscapes.(visitors) 0.3817216 2.180403e-05
## Amenities.(commercial.fabric) 2.1660235 5.448509e-04
## Urban.human.landscapes.(visitors) 0.2586869 5.469341e-03
## Positive.sentiments.(novelty) 0.4266448 1.263404e-02
## Physical.landscapes.(dimensions) 1.0625464 1.922704e-02
## Community.identity.(culture.and.lifestyle) 3.0434703 2.302890e-02
## Destinations 1.0773766 2.319312e-02
## Community.identity.(history.and.legacy) 1.3229482 3.561311e-02
## Verb./.action.(to.visit) 0.3342196 3.741350e-02
##
## $Sídney
## v.test Mean in category
## Destinations 4.982435 1.52173913
## Territory.(tangible.and.intangible.attributes) 4.701928 8.71739130
## Weather./.climate.conditions 3.300497 0.36956522
## Amenities.(natural.resources) 2.833426 0.58695652
## Verb./.action.(to.do) 2.818436 0.08695652
## Time./.moment.of.the.day 2.436168 1.15217391
## Positive.sentiments.(creativity) 2.401532 0.17391304
## Human.landscapes.(residents) 2.351301 0.60869565
## Urban.human.landscapes.(residents) 1.985229 0.65217391
## Overall mean sd in category
## Destinations 0.76033058 1.1747179
## Territory.(tangible.and.intangible.attributes) 6.73057851 3.4557013
## Weather./.climate.conditions 0.15867769 0.7621108
## Amenities.(natural.resources) 0.28429752 1.0545159
## Verb./.action.(to.do) 0.02479339 0.2817713
## Time./.moment.of.the.day 0.77024793 1.5875520
## Positive.sentiments.(creativity) 0.07438017 0.4326032
## Human.landscapes.(residents) 0.39008264 0.7064381
## Urban.human.landscapes.(residents) 0.45454545 0.7288285
## Overall sd p.value
## Destinations 1.0773766 6.278893e-07
## Territory.(tangible.and.intangible.attributes) 2.9790132 2.577160e-06
## Weather./.climate.conditions 0.4504671 9.651372e-04
## Amenities.(natural.resources) 0.7530663 4.605196e-03
## Verb./.action.(to.do) 0.1554949 4.825829e-03
## Time./.moment.of.the.day 1.1052575 1.484379e-02
## Positive.sentiments.(creativity) 0.2921929 1.632657e-02
## Human.landscapes.(residents) 0.6554798 1.870790e-02
## Urban.human.landscapes.(residents) 0.7018276 4.711905e-02
##
## $`Tel Aviv`
## v.test Mean in category
## Physical.landscapes.(dimensions) -1.980038 0.3
## Destinations -2.248510 0.0
## Community.identity.(culture.and.lifestyle) -2.502095 3.6
## Territory.(tangible.and.intangible.attributes) -3.348206 3.6
## Overall mean sd in category
## Physical.landscapes.(dimensions) 0.9603306 0.4582576
## Destinations 0.7603306 0.0000000
## Community.identity.(culture.and.lifestyle) 5.9900826 1.8000000
## Territory.(tangible.and.intangible.attributes) 6.7305785 2.6153394
## Overall sd p.value
## Physical.landscapes.(dimensions) 1.062546 0.0476992760
## Destinations 1.077377 0.0245436643
## Community.identity.(culture.and.lifestyle) 3.043470 0.0123460712
## Territory.(tangible.and.intangible.attributes) 2.979013 0.0008133655
##
## $Tokio
## v.test Mean in category
## Physical.landscapes.(transport.and.mobility) 3.084011 1.31818182
## Negative.sentiments.(annoyance) 2.167393 0.18181818
## Verb./.action.(to.find) 2.151184 0.31818182
## Amenities.(commercial.fabric) 2.127599 3.09090909
## Verb./.action.(to.do) 2.029943 0.09090909
## Physical.landscapes.(dimensions) 2.016332 1.40909091
## Overall mean sd in category
## Physical.landscapes.(transport.and.mobility) 0.63305785 1.6620459
## Negative.sentiments.(annoyance) 0.06115702 0.3856946
## Verb./.action.(to.find) 0.13719008 0.5548434
## Amenities.(commercial.fabric) 2.12561983 2.9218470
## Verb./.action.(to.do) 0.02479339 0.2874798
## Physical.landscapes.(dimensions) 0.96033058 1.4032135
## Overall sd p.value
## Physical.landscapes.(transport.and.mobility) 1.0605930 0.00204230
## Negative.sentiments.(annoyance) 0.2657818 0.03020488
## Verb./.action.(to.find) 0.4016767 0.03146165
## Amenities.(commercial.fabric) 2.1660235 0.03337032
## Verb./.action.(to.do) 0.1554949 0.04236231
## Physical.landscapes.(dimensions) 1.0625464 0.04376525
##
## $Venecia
## v.test Mean in category Overall mean
## Amenities.(natural.resources) 5.989394 1.777778 0.2842975
## Destinations 3.786464 2.111111 0.7603306
## Community.identity.(history.and.legacy) 2.316790 2.000000 0.9851240
## sd in category Overall sd p.value
## Amenities.(natural.resources) 1.547599 0.7530663 2.106243e-09
## Destinations 1.196703 1.0773766 1.528062e-04
## Community.identity.(history.and.legacy) 1.414214 1.3229482 2.051515e-02
##
## $`Washington DC`
## v.test
## Verb./.action.(to.be) 3.541826
## Verb./.Action.(to.walk) 2.586335
## Positive.sentiments.(independence) 2.486344
## Physical.landscapes.(arquitecture.and.infraestructures) 2.454649
## Negative.sentiments.(difficultness) 2.020819
## Positive.sentiments.(enjoyment) -1.960653
## Amenities.(natural.resources) -1.966101
## Mean in category
## Verb./.action.(to.be) 0.65384615
## Verb./.Action.(to.walk) 0.23076923
## Positive.sentiments.(independence) 0.11538462
## Physical.landscapes.(arquitecture.and.infraestructures) 2.30769231
## Negative.sentiments.(difficultness) 0.23076923
## Positive.sentiments.(enjoyment) 0.03846154
## Amenities.(natural.resources) 0.00000000
## Overall mean
## Verb./.action.(to.be) 0.27272727
## Verb./.Action.(to.walk) 0.08099174
## Positive.sentiments.(independence) 0.02975207
## Physical.landscapes.(arquitecture.and.infraestructures) 1.55537190
## Negative.sentiments.(difficultness) 0.10413223
## Positive.sentiments.(enjoyment) 0.20330579
## Amenities.(natural.resources) 0.28429752
## sd in category
## Verb./.action.(to.be) 0.6165854
## Verb./.Action.(to.walk) 0.5044183
## Positive.sentiments.(independence) 0.3194855
## Physical.landscapes.(arquitecture.and.infraestructures) 1.8349016
## Negative.sentiments.(difficultness) 0.5756396
## Positive.sentiments.(enjoyment) 0.1923077
## Amenities.(natural.resources) 0.0000000
## Overall sd p.value
## Verb./.action.(to.be) 0.5604013 0.0003973676
## Verb./.Action.(to.walk) 0.3015974 0.0097002543
## Positive.sentiments.(independence) 0.1793674 0.0129063151
## Physical.landscapes.(arquitecture.and.infraestructures) 1.5961705 0.0141022180
## Negative.sentiments.(difficultness) 0.3263615 0.0432984610
## Positive.sentiments.(enjoyment) 0.4378637 0.0499195221
## Amenities.(natural.resources) 0.7530663 0.0492869894DUMMY FACTOR
catdata <- data[,c(1:50)]
#for(i in 3:50)
#{
#if (max(catdata[,i])<=1)
# {
# catdata[,i] <- as.factor(catdata[,i])
# }
#}
#catdata <- as.factor(catdata)
#catdata$CIUDAD <- as.factor(catdata$CIUDAD)
#catdata$BARRIO <- as.factor(catdata$BARRIO)
#catdata$`Negative sentiments (pretentiousness)` <- as.factor(catdata$`Negative sentiments (pretentiousness)`)
#catdata$`Positive sentiments (affordableness)` <- as.factor(catdata$`Positive sentiments (affordableness)`)
#catdata$`Positive sentiments (cleaniness)` <- as.factor(catdata$`Positive sentiments (cleaniness)`)
#catdata$`Positive sentiments (security)` <- as.factor(catdata$`Positive sentiments (security)`)
#catdata$`Verb / action (to do)` <- as.factor(catdata$`Verb / action (to do)`)
#catdata$`Verb / action (to share)` <- as.factor(catdata$`Verb / action (to share)`)DUMMY FACTOR
cols = c(1:50)
catdata[,cols] = apply(catdata[,cols], 2, function(x) as.factor(x))CIUDAD FACTOR
catdat.CF<-catdata[,c(1,3:50)]
cat.C <-catdes(catdat.CF,num.var=1,proba = 0.05)
cat.C##
## Link between the cluster variable and the categorical variables (chi-square test)
## =================================================================================
## p.value df
## Amenities.(natural.resources) 1.344092e-15 88
## Destinations 7.266754e-15 132
## Positive.sentiments.(security) 1.696247e-07 22
## Verb./.Action.(to.persist) 3.412163e-05 66
## Amenities.(commercial.fabric) 8.139334e-05 286
## Urban.human.landscapes.(visitors) 1.679301e-04 44
## Positive.sentiments.(cleaniness) 3.427793e-03 22
## Physical.landscapes.(dimensions) 1.018383e-02 110
## Verb./.action.(to.find) 1.154965e-02 66
## Verb./.action.(to.see) 1.236190e-02 44
## Territory.(tangible.and.intangible.attributes) 2.336316e-02 440
## Urban.human.landscapes.(residents) 2.686453e-02 110
## Positive.sentiments.(tranquility) 3.069045e-02 88
## Human.landscapes.(visitors) 4.023900e-02 66
## Negative.sentiments.(annoyance) 4.739696e-02 44
##
## Description of each cluster by the categories
## =============================================
## $Austin
## Cla/Mod Mod/Cla Global
## Positive.sentiments.(tranquility)=4 42.857143 15 1.157025
## Verb./.Action.(to.walk)=1 14.285714 30 6.942149
## Amenities.(leisure.and.tourism.attractions)= 2 8.547009 50 19.338843
## Amenities.(natural.resources)=2 20.000000 20 3.305785
## Positive.sentiments.(tranquility)=1 6.666667 45 22.314050
## Amenities.(natural.resources)=1 8.333333 25 9.917355
## Positive.sentiments.(tranquility)=0 1.772152 35 65.289256
## Amenities.(natural.resources)=0 2.182540 55 83.305785
## Verb./.Action.(to.walk)=0 2.500000 70 92.561983
## p.value v.test
## Positive.sentiments.(tranquility)=4 0.001026080 3.283276
## Verb./.Action.(to.walk)=1 0.001643050 3.148154
## Amenities.(leisure.and.tourism.attractions)= 2 0.001970881 3.094586
## Amenities.(natural.resources)=2 0.003269448 2.941199
## Positive.sentiments.(tranquility)=1 0.023799788 2.260346
## Amenities.(natural.resources)=1 0.048610726 1.971990
## Positive.sentiments.(tranquility)=0 0.006033083 -2.745978
## Amenities.(natural.resources)=0 0.002879624 -2.980304
## Verb./.Action.(to.walk)=0 0.002418719 -3.033329
##
## $Bangkok
## Cla/Mod Mod/Cla Global
## Amenities.(commercial.fabric)= 5 22.222222 35.294118 4.4628099
## Destinations=1 6.918239 64.705882 26.2809917
## Community.identity.(culture.and.lifestyle)= 0 33.333333 11.764706 0.9917355
## Physical.landscapes.(dimensions)=3 11.111111 23.529412 5.9504132
## Urban.human.landscapes.(residents)=4 100.000000 5.882353 0.1652893
## Verb./.action.(to.find)=2 20.000000 11.764706 1.6528926
## Amenities.(commercial.fabric)= 8 16.666667 11.764706 1.9834711
## Negative.sentiments.(annoyance)=1 10.344828 17.647059 4.7933884
## Physical.landscapes.(transport.and.mobility)=2 8.163265 23.529412 8.0991736
## Destinations=0 1.515152 29.411765 54.5454545
## Physical.landscapes.(dimensions)=0 1.176471 17.647059 42.1487603
## Positive.sentiments.(enjoyment)=1 0.000000 0.000000 17.8512397
## Physical.landscapes.(transport.and.mobility)=0 1.587302 35.294118 62.4793388
## Amenities.(commercial.fabric)= 0 0.000000 0.000000 23.8016529
## p.value v.test
## Amenities.(commercial.fabric)= 5 4.162197e-05 4.098287
## Destinations=1 9.662779e-04 3.300166
## Community.identity.(culture.and.lifestyle)= 0 1.079502e-02 2.549265
## Physical.landscapes.(dimensions)=3 1.650317e-02 2.397594
## Urban.human.landscapes.(residents)=4 2.809917e-02 2.195899
## Verb./.action.(to.find)=2 3.127827e-02 2.153514
## Amenities.(commercial.fabric)= 8 4.506740e-02 2.004025
## Negative.sentiments.(annoyance)=1 4.939200e-02 1.965192
## Physical.landscapes.(transport.and.mobility)=2 4.952834e-02 1.964015
## Destinations=0 3.963952e-02 -2.057486
## Physical.landscapes.(dimensions)=0 3.708897e-02 -2.084783
## Positive.sentiments.(enjoyment)=1 3.361747e-02 -2.124630
## Physical.landscapes.(transport.and.mobility)=0 2.491595e-02 -2.242703
## Amenities.(commercial.fabric)= 0 9.160573e-03 -2.606003
##
## $Barcelona
## Cla/Mod Mod/Cla
## Destinations=0 6.0606061 95.238095
## Community.identity.(culture.and.lifestyle)=14 50.0000000 9.523810
## Verb./.action.(to.search)=1 23.0769231 14.285714
## Verb./.action.(to.visit)=1 10.1694915 28.571429
## Amenities.(natural.resources)=0 4.1666667 100.000000
## Physical.landscapes.(transport.and.mobility)=0 4.7619048 85.714286
## Urban.human.landscapes.(residents)=1 6.3218391 52.380952
## Urban.human.landscapes.(visitors)=1 11.4285714 19.047619
## Verb./.Action.(to.walk)=3 100.0000000 4.761905
## Physical.landscapes.(public.spaces)=5 14.2857143 14.285714
## Urban.human.landscapes.(visitors)=0 2.9929577 80.952381
## Verb./.action.(to.visit)=0 2.7675277 71.428571
## Urban.human.landscapes.(residents)=0 2.0671835 38.095238
## Destinations=1 0.6289308 4.761905
## Verb./.action.(to.search)=0 3.0456853 85.714286
## Global p.value
## Destinations=0 54.5454545 4.535353e-05
## Community.identity.(culture.and.lifestyle)=14 0.6611570 6.751313e-03
## Verb./.action.(to.search)=1 2.1487603 8.887799e-03
## Verb./.action.(to.visit)=1 9.7520661 1.361938e-02
## Amenities.(natural.resources)=0 83.3057851 2.010003e-02
## Physical.landscapes.(transport.and.mobility)=0 62.4793388 2.187230e-02
## Urban.human.landscapes.(residents)=1 28.7603306 2.276833e-02
## Urban.human.landscapes.(visitors)=1 5.7851240 3.281799e-02
## Verb./.Action.(to.walk)=3 0.1652893 3.471074e-02
## Physical.landscapes.(public.spaces)=5 3.4710744 3.644070e-02
## Urban.human.landscapes.(visitors)=0 93.8842975 3.991952e-02
## Verb./.action.(to.visit)=0 89.5867769 1.899603e-02
## Urban.human.landscapes.(residents)=0 63.9669421 1.631485e-02
## Destinations=1 26.2809917 1.435029e-02
## Verb./.action.(to.search)=0 97.6859504 1.113684e-02
## v.test
## Destinations=0 4.078365
## Community.identity.(culture.and.lifestyle)=14 2.708868
## Verb./.action.(to.search)=1 2.616340
## Verb./.action.(to.visit)=1 2.467149
## Amenities.(natural.resources)=0 2.324475
## Physical.landscapes.(transport.and.mobility)=0 2.292578
## Urban.human.landscapes.(residents)=1 2.277300
## Urban.human.landscapes.(visitors)=1 2.134303
## Verb./.Action.(to.walk)=3 2.111717
## Physical.landscapes.(public.spaces)=5 2.091976
## Urban.human.landscapes.(visitors)=0 -2.054581
## Verb./.action.(to.visit)=0 -2.345609
## Urban.human.landscapes.(residents)=0 -2.401795
## Destinations=1 -2.448373
## Verb./.action.(to.search)=0 -2.538375
##
## $Berlín
## Cla/Mod Mod/Cla Global
## Destinations=0 3.636364 100.000000 54.5454545
## Amenities.(leisure.and.tourism.attractions)= 8 23.076923 25.000000 2.1487603
## Verb./.Action.(to.persist)=3 100.000000 8.333333 0.1652893
## Verb./.Action.(to.offer)=1 4.458599 58.333333 25.9504132
## Human.landscapes.(visitors)=1 6.060606 33.333333 10.9090909
## Amenities.(commercial.fabric)= 9 50.000000 8.333333 0.3305785
## Verb./.action.(to.be)=0 2.569593 100.000000 77.1900826
## Positive.sentiments.(tranquility)=0 2.784810 91.666667 65.2892562
## Verb./.Action.(to.offer)=0 1.182033 41.666667 69.9173554
## Amenities.(commercial.fabric)= 0 0.000000 0.000000 23.8016529
## Destinations=1 0.000000 0.000000 26.2809917
## p.value v.test
## Destinations=0 0.0006322628 3.417383
## Amenities.(leisure.and.tourism.attractions)= 8 0.0015882856 3.158050
## Verb./.Action.(to.persist)=3 0.0198347107 2.329460
## Verb./.Action.(to.offer)=1 0.0198654567 2.328879
## Human.landscapes.(visitors)=1 0.0383646797 2.070937
## Amenities.(commercial.fabric)= 9 0.0396694215 2.057175
## Verb./.action.(to.be)=0 0.0433042791 2.020763
## Positive.sentiments.(tranquility)=0 0.0484285635 1.973588
## Verb./.Action.(to.offer)=0 0.0466621888 -1.989354
## Amenities.(commercial.fabric)= 0 0.0370106795 -2.085646
## Destinations=1 0.0247632173 -2.245077
##
## $Boston
## Cla/Mod Mod/Cla
## Positive.sentiments.(easiness)=1 14.814815 28.571429
## Verb./.Action.(to.arrive)=1 17.647059 21.428571
## Physical.landscapes.(transport.and.mobility)=2 14.285714 25.000000
## Time./.moment.of.the.day=1 8.904110 46.428571
## Negative.sentiments.(annoyance)=2 50.000000 7.142857
## Positive.sentiments.(reputation)= 2 8.888889 42.857143
## Physical.landscapes.(dimensions)=3 13.888889 17.857143
## Positive.sentiments.(novelty)=1 10.000000 25.000000
## Territory.(tangible.and.intangible.attributes)=22 100.000000 3.571429
## Positive.sentiments.(independence)=2 100.000000 3.571429
## Community.identity.(history.and.legacy)= 6 100.000000 3.571429
## Community.identity.(culture.and.lifestyle)=10 13.793103 14.285714
## Positive.sentiments.(novelty)=0 3.838772 71.428571
## Amenities.(commercial.fabric)= 3 0.000000 0.000000
## Verb./.Action.(to.arrive)=0 3.859649 78.571429
## Positive.sentiments.(easiness)=0 3.636364 71.428571
## Physical.landscapes.(transport.and.mobility)=0 2.380952 32.142857
## Global p.value
## Positive.sentiments.(easiness)=1 8.9256198 0.002168071
## Verb./.Action.(to.arrive)=1 5.6198347 0.003563910
## Physical.landscapes.(transport.and.mobility)=2 8.0991736 0.005630466
## Time./.moment.of.the.day=1 24.1322314 0.009036579
## Negative.sentiments.(annoyance)=2 0.6611570 0.012056297
## Positive.sentiments.(reputation)= 2 22.3140496 0.013762512
## Physical.landscapes.(dimensions)=3 5.9504132 0.024454688
## Positive.sentiments.(novelty)=1 11.5702479 0.042990675
## Territory.(tangible.and.intangible.attributes)=22 0.1652893 0.046280992
## Positive.sentiments.(independence)=2 0.1652893 0.046280992
## Community.identity.(history.and.legacy)= 6 0.1652893 0.046280992
## Community.identity.(culture.and.lifestyle)=10 4.7933884 0.047153786
## Positive.sentiments.(novelty)=0 86.1157025 0.038339875
## Amenities.(commercial.fabric)= 3 12.8925620 0.019055870
## Verb./.Action.(to.arrive)=0 94.2148760 0.004183491
## Positive.sentiments.(easiness)=0 90.9090909 0.002466522
## Physical.landscapes.(transport.and.mobility)=0 62.4793388 0.001054752
## v.test
## Positive.sentiments.(easiness)=1 3.066188
## Verb./.Action.(to.arrive)=1 2.914384
## Physical.landscapes.(transport.and.mobility)=2 2.768560
## Time./.moment.of.the.day=1 2.610667
## Negative.sentiments.(annoyance)=2 2.510492
## Positive.sentiments.(reputation)= 2 2.463403
## Physical.landscapes.(dimensions)=3 2.249910
## Positive.sentiments.(novelty)=1 2.023801
## Territory.(tangible.and.intangible.attributes)=22 1.992822
## Positive.sentiments.(independence)=2 1.992822
## Community.identity.(history.and.legacy)= 6 1.992822
## Community.identity.(culture.and.lifestyle)=10 1.984916
## Positive.sentiments.(novelty)=0 -2.071203
## Amenities.(commercial.fabric)= 3 -2.344436
## Verb./.Action.(to.arrive)=0 -2.863984
## Positive.sentiments.(easiness)=0 -3.027419
## Physical.landscapes.(transport.and.mobility)=0 -3.275500
##
## $`Buenos Aires`
## Cla/Mod Mod/Cla Global p.value
## Destinations=0 5.454545 90 54.54545 0.0007671776
## Verb./.action.(to.have)=0 4.376368 100 75.53719 0.0032954256
## Verb./.action.(to.have)=1 0.000000 0 20.82645 0.0086065416
## Positive.sentiments.(reputation)= 0 0.000000 0 22.64463 0.0053563842
## v.test
## Destinations=0 3.364373
## Verb./.action.(to.have)=0 2.938746
## Verb./.action.(to.have)=1 -2.627300
## Positive.sentiments.(reputation)= 0 -2.784781
##
## $`Ciudad de México`
## Cla/Mod Mod/Cla Global
## Destinations=0 3.939394 86.666667 54.5454545
## Positive.sentiments.(friendlyness)=3 100.000000 6.666667 0.1652893
## Physical.landscapes.(dimensions)=2 5.769231 40.000000 17.1900826
## Positive.sentiments.(reputation)= 0 5.109489 46.666667 22.6446281
## Community.identity.(history.and.legacy)= 7 50.000000 6.666667 0.3305785
## Destinations=1 0.000000 0.000000 26.2809917
## p.value v.test
## Destinations=0 0.010395685 2.562382
## Positive.sentiments.(friendlyness)=3 0.024793388 2.244607
## Physical.landscapes.(dimensions)=2 0.036850484 2.087417
## Positive.sentiments.(reputation)= 0 0.041335577 2.040148
## Community.identity.(history.and.legacy)= 7 0.049586777 1.963511
## Destinations=1 0.009689571 -2.586715
##
## $`Lake Tahoe`
## Cla/Mod Mod/Cla
## Amenities.(natural.resources)=3 25.0000000 37.5
## Amenities.(commercial.fabric)= 0 4.1666667 75.0
## Time./.moment.of.the.day=1 4.1095890 75.0
## Urban.human.landscapes.(residents)=1 3.4482759 75.0
## Physical.landscapes.(arquitecture.and.infraestructures)=0 3.0927835 75.0
## Amenities.(leisure.and.tourism.attractions)= 0 4.5977011 50.0
## Positive.sentiments.(cleaniness)=1 11.1111111 25.0
## Verb./.Action.(to.persist)=2 50.0000000 12.5
## Amenities.(natural.resources)=2 10.0000000 25.0
## Community.identity.(history.and.legacy)= 0 2.3728814 87.5
## Urban.human.landscapes.(residents)=0 0.5167959 25.0
## Positive.sentiments.(cleaniness)=0 1.0221465 75.0
## Time./.moment.of.the.day=0 0.0000000 0.0
## Amenities.(natural.resources)=0 0.3968254 25.0
## Global
## Amenities.(natural.resources)=3 1.9834711
## Amenities.(commercial.fabric)= 0 23.8016529
## Time./.moment.of.the.day=1 24.1322314
## Urban.human.landscapes.(residents)=1 28.7603306
## Physical.landscapes.(arquitecture.and.infraestructures)=0 32.0661157
## Amenities.(leisure.and.tourism.attractions)= 0 14.3801653
## Positive.sentiments.(cleaniness)=1 2.9752066
## Verb./.Action.(to.persist)=2 0.3305785
## Amenities.(natural.resources)=2 3.3057851
## Community.identity.(history.and.legacy)= 0 48.7603306
## Urban.human.landscapes.(residents)=0 63.9669421
## Positive.sentiments.(cleaniness)=0 97.0247934
## Time./.moment.of.the.day=0 55.7024793
## Amenities.(natural.resources)=0 83.3057851
## p.value
## Amenities.(natural.resources)=3 0.0003230642
## Amenities.(commercial.fabric)= 0 0.0032747346
## Time./.moment.of.the.day=1 0.0035420747
## Urban.human.landscapes.(residents)=1 0.0095068989
## Physical.landscapes.(arquitecture.and.infraestructures)=0 0.0173379440
## Amenities.(leisure.and.tourism.attractions)= 0 0.0198700849
## Positive.sentiments.(cleaniness)=1 0.0222041134
## Verb./.Action.(to.persist)=2 0.0264462810
## Amenities.(natural.resources)=2 0.0273813742
## Community.identity.(history.and.legacy)= 0 0.0322776682
## Urban.human.landscapes.(residents)=0 0.0326403323
## Positive.sentiments.(cleaniness)=0 0.0222041134
## Time./.moment.of.the.day=0 0.0013977040
## Amenities.(natural.resources)=0 0.0004197758
## v.test
## Amenities.(natural.resources)=3 3.596067
## Amenities.(commercial.fabric)= 0 2.940698
## Time./.moment.of.the.day=1 2.916302
## Urban.human.landscapes.(residents)=1 2.593267
## Physical.landscapes.(arquitecture.and.infraestructures)=0 2.379462
## Amenities.(leisure.and.tourism.attractions)= 0 2.328792
## Positive.sentiments.(cleaniness)=1 2.286858
## Verb./.Action.(to.persist)=2 2.219595
## Amenities.(natural.resources)=2 2.206038
## Community.identity.(history.and.legacy)= 0 2.140955
## Urban.human.landscapes.(residents)=0 -2.136480
## Positive.sentiments.(cleaniness)=0 -2.286858
## Time./.moment.of.the.day=0 -3.195125
## Amenities.(natural.resources)=0 -3.527328
##
## $Londres
## Cla/Mod Mod/Cla
## Positive.sentiments.(reputation)= 4 20.930233 19.148936
## Physical.landscapes.(arquitecture.and.infraestructures)=3 15.942029 23.404255
## Verb./.action.(to.find)=0 8.614232 97.872340
## Destinations=1 11.949686 40.425532
## Negative.sentiments.(difficultness)=2 50.000000 4.255319
## Amenities.(leisure.and.tourism.attractions)= 3 13.084112 29.787234
## Community.identity.(history.and.legacy)= 2 14.285714 23.404255
## Weather./.climate.conditions=0 8.571429 95.744681
## Verb./.action.(to.find)=1 1.666667 2.127660
## Territory.(tangible.and.intangible.attributes)= 3 0.000000 0.000000
## Community.identity.(history.and.legacy)= 0 4.745763 29.787234
## Physical.landscapes.(arquitecture.and.infraestructures)=0 3.608247 14.893617
## Amenities.(leisure.and.tourism.attractions)= 0 1.149425 2.127660
## Destinations=0 4.848485 34.042553
## Positive.sentiments.(reputation)= 0 2.189781 6.382979
## Global p.value
## Positive.sentiments.(reputation)= 4 7.107438 0.004393899
## Physical.landscapes.(arquitecture.and.infraestructures)=3 11.404959 0.015210691
## Verb./.action.(to.find)=0 88.264463 0.019458626
## Destinations=1 26.280992 0.028358892
## Negative.sentiments.(difficultness)=2 0.661157 0.033732765
## Amenities.(leisure.and.tourism.attractions)= 3 17.685950 0.033989867
## Community.identity.(history.and.legacy)= 2 12.727273 0.035497651
## Weather./.climate.conditions=0 86.776860 0.045257270
## Verb./.action.(to.find)=1 9.917355 0.045869027
## Territory.(tangible.and.intangible.attributes)= 3 7.933884 0.017458873
## Community.identity.(history.and.legacy)= 0 48.760331 0.006696597
## Physical.landscapes.(arquitecture.and.infraestructures)=0 32.066116 0.006358156
## Amenities.(leisure.and.tourism.attractions)= 0 14.380165 0.005258071
## Destinations=0 54.545455 0.003614338
## Positive.sentiments.(reputation)= 0 22.644628 0.002624744
## v.test
## Positive.sentiments.(reputation)= 4 2.848405
## Physical.landscapes.(arquitecture.and.infraestructures)=3 2.427323
## Verb./.action.(to.find)=0 2.336626
## Destinations=1 2.192286
## Negative.sentiments.(difficultness)=2 2.123252
## Amenities.(leisure.and.tourism.attractions)= 3 2.120192
## Community.identity.(history.and.legacy)= 2 2.102635
## Weather./.climate.conditions=0 2.002255
## Verb./.action.(to.find)=1 -1.996597
## Territory.(tangible.and.intangible.attributes)= 3 -2.376899
## Community.identity.(history.and.legacy)= 0 -2.711567
## Physical.landscapes.(arquitecture.and.infraestructures)=0 -2.728715
## Amenities.(leisure.and.tourism.attractions)= 0 -2.790783
## Destinations=0 -2.909996
## Positive.sentiments.(reputation)= 0 -3.008577
##
## $`Los Ángeles`
## Cla/Mod Mod/Cla Global
## Verb./.Action.(to.arrive)=1 32.352941 18.644068 5.619835
## Positive.sentiments.(security)=1 36.000000 15.254237 4.132231
## Positive.sentiments.(enjoyment)=1 19.444444 35.593220 17.851240
## Verb./.Action.(to.be.able)=1 28.205128 18.644068 6.446281
## Destinations=0 13.333333 74.576271 54.545455
## Verb./.action.(to.find)=1 23.333333 23.728814 9.917355
## Positive.sentiments.(grattitude)=1 25.000000 15.254237 5.950413
## Physical.landscapes.(transport.and.mobility)=3 28.000000 11.864407 4.132231
## Verb./.Action.(to.acquire)=1 31.250000 8.474576 2.644628
## Amenities.(leisure.and.tourism.attractions)= 0 17.241379 25.423729 14.380165
## Human.landscapes.(visitors)=0 10.714286 96.610169 87.933884
## Human.landscapes.(residents)=0 11.566265 81.355932 68.595041
## Time./.moment.of.the.day=0 12.166172 69.491525 55.702479
## Verb./.action.(to.be)=0 11.134904 88.135593 77.190083
## Amenities.(natural.resources)=1 18.333333 18.644068 9.917355
## Positive.sentiments.(reputation)= 0 14.598540 33.898305 22.644628
## Negative.sentiments.(pretentiousness)=1 28.571429 6.779661 2.314050
## Negative.sentiments.(pretentiousness)=0 9.306261 93.220339 97.685950
## Positive.sentiments.(easiness)=0 8.909091 83.050847 90.909091
## Urban.human.landscapes.(residents)=2 0.000000 0.000000 5.619835
## Physical.landscapes.(dimensions)=3 0.000000 0.000000 5.950413
## Verb./.Action.(to.acquire)=0 9.183673 91.525424 97.190083
## Time./.moment.of.the.day=1 4.794521 11.864407 24.132231
## Destinations=1 5.031447 13.559322 26.280992
## Human.landscapes.(visitors)=1 1.515152 1.694915 10.909091
## Positive.sentiments.(grattitude)=0 8.802817 84.745763 93.884298
## Physical.landscapes.(transport.and.mobility)=0 7.142857 45.762712 62.479339
## Positive.sentiments.(enjoyment)=0 7.755102 64.406780 80.991736
## Verb./.Action.(to.be.able)=0 8.348135 79.661017 93.057851
## Positive.sentiments.(security)=0 8.620690 84.745763 95.867769
## Verb./.action.(to.find)=0 7.865169 71.186441 88.264463
## Verb./.Action.(to.arrive)=0 8.245614 79.661017 94.214876
## p.value v.test
## Verb./.Action.(to.arrive)=1 1.724122e-04 3.756346
## Positive.sentiments.(security)=1 2.955338e-04 3.619184
## Positive.sentiments.(enjoyment)=1 5.949854e-04 3.433890
## Verb./.Action.(to.be.able)=1 7.034256e-04 3.388240
## Destinations=0 9.892831e-04 3.293557
## Verb./.action.(to.find)=1 1.029855e-03 3.282241
## Positive.sentiments.(grattitude)=1 6.189591e-03 2.737565
## Physical.landscapes.(transport.and.mobility)=3 8.407775e-03 2.635240
## Verb./.Action.(to.acquire)=1 1.650066e-02 2.397649
## Amenities.(leisure.and.tourism.attractions)= 0 1.821248e-02 2.361270
## Human.landscapes.(visitors)=0 2.009450e-02 2.324579
## Human.landscapes.(residents)=0 2.302367e-02 2.273042
## Time./.moment.of.the.day=0 2.438354e-02 2.251032
## Verb./.action.(to.be)=0 2.888587e-02 2.185041
## Amenities.(natural.resources)=1 3.074868e-02 2.160310
## Positive.sentiments.(reputation)= 0 3.749437e-02 2.080340
## Negative.sentiments.(pretentiousness)=1 4.633236e-02 1.992353
## Negative.sentiments.(pretentiousness)=0 4.633236e-02 -1.992353
## Positive.sentiments.(easiness)=0 4.289026e-02 -2.024777
## Urban.human.landscapes.(residents)=2 2.751566e-02 -2.204124
## Physical.landscapes.(dimensions)=3 2.211871e-02 -2.288323
## Verb./.Action.(to.acquire)=0 2.193455e-02 -2.291499
## Time./.moment.of.the.day=1 1.573180e-02 -2.415079
## Destinations=1 1.537808e-02 -2.423351
## Human.landscapes.(visitors)=1 7.634067e-03 -2.667840
## Positive.sentiments.(grattitude)=0 7.609538e-03 -2.668921
## Physical.landscapes.(transport.and.mobility)=0 6.420235e-03 -2.725509
## Positive.sentiments.(enjoyment)=0 1.552748e-03 -3.164640
## Verb./.Action.(to.be.able)=0 3.271365e-04 -3.592806
## Positive.sentiments.(security)=0 2.955338e-04 -3.619184
## Verb./.action.(to.find)=0 1.635491e-04 -3.769539
## Verb./.Action.(to.arrive)=0 4.091703e-05 -4.102240
##
## $Melbourne
## Cla/Mod Mod/Cla
## Destinations=0 5.7575758 100.000000
## Positive.sentiments.(reputation)= 0 7.2992701 52.631579
## Human.landscapes.(residents)=2 13.3333333 21.052632
## Verb./.action.(to.see)=1 16.6666667 15.789474
## Verb./.action.(to.share)=1 15.0000000 15.789474
## Verb./.action.(to.see)=2 100.0000000 5.263158
## Territory.(tangible.and.intangible.attributes)= 0 100.0000000 5.263158
## Community.identity.(culture.and.lifestyle)= 4 7.6923077 31.578947
## Territory.(tangible.and.intangible.attributes)= 2 13.0434783 15.789474
## Physical.landscapes.(public.spaces)=0 0.0000000 0.000000
## Human.landscapes.(residents)=1 0.6535948 5.263158
## Verb./.action.(to.share)=0 2.7350427 84.210526
## Destinations=1 0.0000000 0.000000
## Verb./.action.(to.see)=0 2.5597270 78.947368
## Global p.value
## Destinations=0 54.5454545 7.817423e-06
## Positive.sentiments.(reputation)= 0 22.6446281 4.422170e-03
## Human.landscapes.(residents)=2 4.9586777 1.285859e-02
## Verb./.action.(to.see)=1 2.9752066 1.753738e-02
## Verb./.action.(to.share)=1 3.3057851 2.382370e-02
## Verb./.action.(to.see)=2 0.1652893 3.140496e-02
## Territory.(tangible.and.intangible.attributes)= 0 0.1652893 3.140496e-02
## Community.identity.(culture.and.lifestyle)= 4 12.8925620 3.210405e-02
## Territory.(tangible.and.intangible.attributes)= 2 3.8016529 3.547732e-02
## Physical.landscapes.(public.spaces)=0 16.0330579 3.420446e-02
## Human.landscapes.(residents)=1 25.2892562 3.098395e-02
## Verb./.action.(to.share)=0 96.6942149 2.382370e-02
## Destinations=1 26.2809917 2.748961e-03
## Verb./.action.(to.see)=0 96.8595041 2.160754e-03
## v.test
## Destinations=0 4.470124
## Positive.sentiments.(reputation)= 0 2.846363
## Human.landscapes.(residents)=2 2.487662
## Verb./.action.(to.see)=1 2.375243
## Verb./.action.(to.share)=1 2.259961
## Verb./.action.(to.see)=2 2.151903
## Territory.(tangible.and.intangible.attributes)= 0 2.151903
## Community.identity.(culture.and.lifestyle)= 4 2.143113
## Territory.(tangible.and.intangible.attributes)= 2 2.102868
## Physical.landscapes.(public.spaces)=0 -2.117653
## Human.landscapes.(residents)=1 -2.157279
## Verb./.action.(to.share)=0 -2.259961
## Destinations=1 -2.994499
## Verb./.action.(to.see)=0 -3.067198
##
## $Miami
## Cla/Mod Mod/Cla
## Community.identity.(culture.and.lifestyle)=13 37.5000000 12.500000
## Destinations=3 20.0000000 16.666667
## Destinations=2 9.0909091 29.166667
## Physical.landscapes.(public.spaces)=1 7.0967742 45.833333
## Physical.landscapes.(arquitecture.and.infraestructures)=1 7.0512821 45.833333
## Positive.sentiments.(reputation)= 8 100.0000000 4.166667
## Amenities.(commercial.fabric)= 4 10.2040816 20.833333
## Destinations=5 22.2222222 8.333333
## Amenities.(natural.resources)=4 22.2222222 8.333333
## Community.identity.(culture.and.lifestyle)= 6 0.0000000 0.000000
## Destinations=0 0.9090909 12.500000
## Global
## Community.identity.(culture.and.lifestyle)=13 1.3223140
## Destinations=3 3.3057851
## Destinations=2 12.7272727
## Physical.landscapes.(public.spaces)=1 25.6198347
## Physical.landscapes.(arquitecture.and.infraestructures)=1 25.7851240
## Positive.sentiments.(reputation)= 8 0.1652893
## Amenities.(commercial.fabric)= 4 8.0991736
## Destinations=5 1.4876033
## Amenities.(natural.resources)=4 1.4876033
## Community.identity.(culture.and.lifestyle)= 6 11.7355372
## Destinations=0 54.5454545
## p.value
## Community.identity.(culture.and.lifestyle)=13 2.824322e-03
## Destinations=3 6.708089e-03
## Destinations=2 2.997795e-02
## Physical.landscapes.(public.spaces)=1 3.072577e-02
## Physical.landscapes.(arquitecture.and.infraestructures)=1 3.230548e-02
## Positive.sentiments.(reputation)= 8 3.966942e-02
## Amenities.(commercial.fabric)= 4 4.612227e-02
## Destinations=5 4.976708e-02
## Amenities.(natural.resources)=4 4.976708e-02
## Community.identity.(culture.and.lifestyle)= 6 4.696430e-02
## Destinations=0 1.864644e-05
## v.test
## Community.identity.(culture.and.lifestyle)=13 2.986239
## Destinations=3 2.710999
## Destinations=2 2.170382
## Physical.landscapes.(public.spaces)=1 2.160606
## Physical.landscapes.(arquitecture.and.infraestructures)=1 2.140610
## Positive.sentiments.(reputation)= 8 2.057175
## Amenities.(commercial.fabric)= 4 1.994273
## Destinations=5 1.961961
## Amenities.(natural.resources)=4 1.961961
## Community.identity.(culture.and.lifestyle)= 6 -1.986622
## Destinations=0 -4.280511
##
## $`Nueva York`
## Cla/Mod Mod/Cla
## Territory.(tangible.and.intangible.attributes)= 7 18.888889 28.813559
## Amenities.(commercial.fabric)= 0 15.277778 37.288136
## Negative.sentiments.(difficultness)=0 10.622711 98.305085
## Positive.sentiments.(reputation)= 4 20.930233 15.254237
## Positive.sentiments.(availability)=1 18.181818 20.338983
## Positive.sentiments.(affordableness)=1 27.777778 8.474576
## Physical.landscapes.(arquitecture.and.infraestructures)=3 17.391304 20.338983
## Positive.sentiments.(easiness)=1 18.518519 16.949153
## Weather./.climate.conditions=0 10.666667 94.915254
## Positive.sentiments.(friendlyness)=1 20.000000 13.559322
## Positive.sentiments.(easiness)=0 8.909091 83.050847
## Amenities.(commercial.fabric)= 4 2.040816 1.694915
## Positive.sentiments.(availability)=0 8.768657 79.661017
## Physical.landscapes.(public.spaces)=4 2.985075 3.389831
## Positive.sentiments.(reputation)= 0 5.109489 11.864407
## Positive.sentiments.(affordableness)=0 9.199319 91.525424
## Negative.sentiments.(difficultness)=1 1.818182 1.694915
## Physical.landscapes.(arquitecture.and.infraestructures)=0 5.670103 18.644068
## Global p.value
## Territory.(tangible.and.intangible.attributes)= 7 14.876033 0.003734683
## Amenities.(commercial.fabric)= 0 23.801653 0.014732785
## Negative.sentiments.(difficultness)=0 90.247934 0.015450117
## Positive.sentiments.(reputation)= 4 7.107438 0.022337099
## Positive.sentiments.(availability)=1 10.909091 0.024901248
## Positive.sentiments.(affordableness)=1 2.975207 0.028495240
## Physical.landscapes.(arquitecture.and.infraestructures)=3 11.404959 0.035641403
## Positive.sentiments.(easiness)=1 8.925620 0.037777190
## Weather./.climate.conditions=0 86.776860 0.040538055
## Positive.sentiments.(friendlyness)=1 6.611570 0.042202329
## Positive.sentiments.(easiness)=0 90.909091 0.042890260
## Amenities.(commercial.fabric)= 4 8.099174 0.040935674
## Positive.sentiments.(availability)=0 88.595041 0.035641403
## Physical.landscapes.(public.spaces)=4 11.074380 0.034506018
## Positive.sentiments.(reputation)= 0 22.644628 0.031091002
## Positive.sentiments.(affordableness)=0 97.024793 0.028495240
## Negative.sentiments.(difficultness)=1 9.090909 0.022923357
## Physical.landscapes.(arquitecture.and.infraestructures)=0 32.066116 0.017262147
## v.test
## Territory.(tangible.and.intangible.attributes)= 7 2.899743
## Amenities.(commercial.fabric)= 0 2.438882
## Negative.sentiments.(difficultness)=0 2.421652
## Positive.sentiments.(reputation)= 4 2.284586
## Positive.sentiments.(availability)=1 2.242931
## Positive.sentiments.(affordableness)=1 2.190400
## Physical.landscapes.(arquitecture.and.infraestructures)=3 2.100995
## Positive.sentiments.(easiness)=1 2.077264
## Weather./.climate.conditions=0 2.048224
## Positive.sentiments.(friendlyness)=1 2.031519
## Positive.sentiments.(easiness)=0 -2.024777
## Amenities.(commercial.fabric)= 4 -2.044181
## Positive.sentiments.(availability)=0 -2.100995
## Physical.landscapes.(public.spaces)=4 -2.114108
## Positive.sentiments.(reputation)= 0 -2.155906
## Positive.sentiments.(affordableness)=0 -2.190400
## Negative.sentiments.(difficultness)=1 -2.274710
## Physical.landscapes.(arquitecture.and.infraestructures)=0 -2.381076
##
## $París
## Cla/Mod Mod/Cla
## Physical.landscapes.(dimensions)=0 7.843137 68.965517
## Urban.human.landscapes.(residents)=0 6.459948 86.206897
## Amenities.(leisure.and.tourism.attractions)= 5 12.280702 24.137931
## Positive.sentiments.(reputation)= 1 8.284024 48.275862
## Time./.moment.of.the.day=0 6.528190 75.862069
## Territory.(tangible.and.intangible.attributes)= 3 12.500000 20.689655
## Positive.sentiments.(availability)=0 5.410448 100.000000
## Verb./.Action.(to.offer)=0 5.910165 86.206897
## Amenities.(commercial.fabric)=16 100.000000 3.448276
## Verb./.Action.(to.offer)=1 1.910828 10.344828
## Positive.sentiments.(availability)=1 0.000000 0.000000
## Physical.landscapes.(public.spaces)=4 0.000000 0.000000
## Physical.landscapes.(dimensions)=1 2.072539 13.793103
## Amenities.(leisure.and.tourism.attractions)= 0 0.000000 0.000000
## Global p.value
## Physical.landscapes.(dimensions)=0 42.1487603 0.003344323
## Urban.human.landscapes.(residents)=0 63.9669421 0.007992735
## Amenities.(leisure.and.tourism.attractions)= 5 9.4214876 0.017010705
## Positive.sentiments.(reputation)= 1 27.9338843 0.018353545
## Time./.moment.of.the.day=0 55.7024793 0.024469242
## Territory.(tangible.and.intangible.attributes)= 3 7.9338843 0.026265742
## Positive.sentiments.(availability)=0 88.5950413 0.027293033
## Verb./.Action.(to.offer)=0 69.9173554 0.044188124
## Amenities.(commercial.fabric)=16 0.1652893 0.047933884
## Verb./.Action.(to.offer)=1 25.9504132 0.041496932
## Positive.sentiments.(availability)=1 10.9090909 0.032228898
## Physical.landscapes.(public.spaces)=4 11.0743802 0.030494876
## Physical.landscapes.(dimensions)=1 31.9008264 0.027033080
## Amenities.(leisure.and.tourism.attractions)= 0 14.3801653 0.009862229
## v.test
## Physical.landscapes.(dimensions)=0 2.934178
## Urban.human.landscapes.(residents)=0 2.652377
## Amenities.(leisure.and.tourism.attractions)= 5 2.386476
## Positive.sentiments.(reputation)= 1 2.358407
## Time./.moment.of.the.day=0 2.249680
## Territory.(tangible.and.intangible.attributes)= 3 2.222260
## Positive.sentiments.(availability)=0 2.207301
## Verb./.Action.(to.offer)=0 2.012302
## Amenities.(commercial.fabric)=16 1.977954
## Verb./.Action.(to.offer)=1 -2.038530
## Positive.sentiments.(availability)=1 -2.141560
## Physical.landscapes.(public.spaces)=4 -2.163602
## Physical.landscapes.(dimensions)=1 -2.211040
## Amenities.(leisure.and.tourism.attractions)= 0 -2.580623
##
## $`Río de Janeiro`
## Cla/Mod Mod/Cla Global
## Destinations=0 5.757576 100.00000 54.545455
## Community.identity.(culture.and.lifestyle)= 1 13.636364 15.78947 3.636364
## Physical.landscapes.(public.spaces)=0 0.000000 0.00000 16.033058
## Destinations=1 0.000000 0.00000 26.280992
## p.value v.test
## Destinations=0 7.817423e-06 4.470124
## Community.identity.(culture.and.lifestyle)= 1 3.128904e-02 2.153377
## Physical.landscapes.(public.spaces)=0 3.420446e-02 -2.117653
## Destinations=1 2.748961e-03 -2.994499
##
## $Roma
## Cla/Mod Mod/Cla
## Positive.sentiments.(security)=1 32.0000000 25.806452
## Verb./.action.(to.see)=1 22.2222222 12.903226
## Human.landscapes.(visitors)=1 12.1212121 25.806452
## Verb./.Action.(to.persist)=1 12.9629630 22.580645
## Urban.human.landscapes.(visitors)=1 14.2857143 16.129032
## Verb./.action.(to.be)=2 21.4285714 9.677419
## Territory.(tangible.and.intangible.attributes)= 3 12.5000000 19.354839
## Verb./.action.(to.have)=0 6.1269147 90.322581
## Urban.human.landscapes.(visitors)=0 4.5774648 83.870968
## Verb./.action.(to.be)=0 4.0685225 61.290323
## Human.landscapes.(visitors)=0 4.3233083 74.193548
## Destinations=0 3.3333333 35.483871
## Verb./.Action.(to.persist)=0 4.3795620 77.419355
## Physical.landscapes.(dimensions)=2 0.9615385 3.225806
## Verb./.action.(to.see)=0 4.6075085 87.096774
## Time./.moment.of.the.day=0 2.9673591 32.258065
## Positive.sentiments.(security)=0 3.9655172 74.193548
## Global p.value
## Positive.sentiments.(security)=1 4.132231 1.189425e-05
## Verb./.action.(to.see)=1 2.975207 1.180188e-02
## Human.landscapes.(visitors)=1 10.909091 1.693783e-02
## Verb./.Action.(to.persist)=1 8.925620 1.852060e-02
## Urban.human.landscapes.(visitors)=1 5.785124 3.364076e-02
## Verb./.action.(to.be)=2 2.314050 3.417224e-02
## Territory.(tangible.and.intangible.attributes)= 3 7.933884 3.659008e-02
## Verb./.action.(to.have)=0 75.537190 4.079252e-02
## Urban.human.landscapes.(visitors)=0 93.884298 4.246740e-02
## Verb./.action.(to.be)=0 77.190083 4.217150e-02
## Human.landscapes.(visitors)=0 87.933884 3.144164e-02
## Destinations=0 54.545455 3.135247e-02
## Verb./.Action.(to.persist)=0 90.578512 2.506540e-02
## Physical.landscapes.(dimensions)=2 17.190083 2.164098e-02
## Verb./.action.(to.see)=0 96.859504 1.453170e-02
## Time./.moment.of.the.day=0 55.702479 7.954250e-03
## Positive.sentiments.(security)=0 95.867769 1.189425e-05
## v.test
## Positive.sentiments.(security)=1 4.379517
## Verb./.action.(to.see)=1 2.518013
## Human.landscapes.(visitors)=1 2.388054
## Verb./.Action.(to.persist)=1 2.355042
## Urban.human.landscapes.(visitors)=1 2.124352
## Verb./.action.(to.be)=2 2.118033
## Territory.(tangible.and.intangible.attributes)= 3 2.090309
## Verb./.action.(to.have)=0 2.045633
## Urban.human.landscapes.(visitors)=0 -2.028911
## Verb./.action.(to.be)=0 -2.031824
## Human.landscapes.(visitors)=0 -2.151438
## Destinations=0 -2.152570
## Verb./.Action.(to.persist)=0 -2.240393
## Physical.landscapes.(dimensions)=2 -2.296611
## Verb./.action.(to.see)=0 -2.443844
## Time./.moment.of.the.day=0 -2.654006
## Positive.sentiments.(security)=0 -4.379517
##
## $`San Francisco`
## Cla/Mod Mod/Cla Global
## Time./.moment.of.the.day=0 8.605341 72.5 55.702479
## Positive.sentiments.(cleaniness)=1 22.222222 10.0 2.975207
## Positive.sentiments.(affordableness)=1 22.222222 10.0 2.975207
## Positive.sentiments.(cleaniness)=0 6.132879 90.0 97.024793
## Positive.sentiments.(affordableness)=0 6.132879 90.0 97.024793
## Community.identity.(culture.and.lifestyle)= 8 0.000000 0.0 9.421488
## p.value v.test
## Time./.moment.of.the.day=0 0.02638016 2.220569
## Positive.sentiments.(cleaniness)=1 0.02998527 2.170285
## Positive.sentiments.(affordableness)=1 0.02998527 2.170285
## Positive.sentiments.(cleaniness)=0 0.02998527 -2.170285
## Positive.sentiments.(affordableness)=0 0.02998527 -2.170285
## Community.identity.(culture.and.lifestyle)= 8 0.01659417 -2.395578
##
## $Seúl
## Cla/Mod Mod/Cla
## Amenities.(commercial.fabric)= 7 30.769231 16.666667
## Verb./.action.(to.find)=1 13.333333 33.333333
## Physical.landscapes.(arquitecture.and.infraestructures)=7 50.000000 8.333333
## Urban.human.landscapes.(visitors)=1 14.285714 20.833333
## Community.identity.(culture.and.lifestyle)= 6 9.859155 29.166667
## Human.landscapes.(visitors)=2 33.333333 8.333333
## Amenities.(commercial.fabric)= 3 8.974359 29.166667
## Verb./.action.(to.search)=2 100.000000 4.166667
## Physical.landscapes.(transport.and.mobility)=8 100.000000 4.166667
## Human.landscapes.(visitors)=3 100.000000 4.166667
## Amenities.(commercial.fabric)=13 100.000000 4.166667
## Destinations=3 15.000000 12.500000
## Positive.sentiments.(novelty)=0 3.262956 70.833333
## Destinations=0 2.424242 33.333333
## Human.landscapes.(visitors)=0 3.195489 70.833333
## Verb./.action.(to.search)=0 3.553299 87.500000
## Urban.human.landscapes.(visitors)=0 3.345070 79.166667
## Verb./.action.(to.find)=0 2.621723 58.333333
## Global
## Amenities.(commercial.fabric)= 7 2.1487603
## Verb./.action.(to.find)=1 9.9173554
## Physical.landscapes.(arquitecture.and.infraestructures)=7 0.6611570
## Urban.human.landscapes.(visitors)=1 5.7851240
## Community.identity.(culture.and.lifestyle)= 6 11.7355372
## Human.landscapes.(visitors)=2 0.9917355
## Amenities.(commercial.fabric)= 3 12.8925620
## Verb./.action.(to.search)=2 0.1652893
## Physical.landscapes.(transport.and.mobility)=8 0.1652893
## Human.landscapes.(visitors)=3 0.1652893
## Amenities.(commercial.fabric)=13 0.1652893
## Destinations=3 3.3057851
## Positive.sentiments.(novelty)=0 86.1157025
## Destinations=0 54.5454545
## Human.landscapes.(visitors)=0 87.9338843
## Verb./.action.(to.search)=0 97.6859504
## Urban.human.landscapes.(visitors)=0 93.8842975
## Verb./.action.(to.find)=0 88.2644628
## p.value
## Amenities.(commercial.fabric)= 7 0.0011444566
## Verb./.action.(to.find)=1 0.0014204219
## Physical.landscapes.(arquitecture.and.infraestructures)=7 0.0088430923
## Urban.human.landscapes.(visitors)=1 0.0107750974
## Community.identity.(culture.and.lifestyle)= 6 0.0191057364
## Human.landscapes.(visitors)=2 0.0215573608
## Amenities.(commercial.fabric)= 3 0.0321604694
## Verb./.action.(to.search)=2 0.0396694215
## Physical.landscapes.(transport.and.mobility)=8 0.0396694215
## Human.landscapes.(visitors)=3 0.0396694215
## Amenities.(commercial.fabric)=13 0.0396694215
## Destinations=3 0.0461622248
## Positive.sentiments.(novelty)=0 0.0477840404
## Destinations=0 0.0368294509
## Human.landscapes.(visitors)=0 0.0223290999
## Verb./.action.(to.search)=0 0.0164673156
## Urban.human.landscapes.(visitors)=0 0.0138336483
## Verb./.action.(to.find)=0 0.0001560058
## v.test
## Amenities.(commercial.fabric)= 7 3.252373
## Verb./.action.(to.find)=1 3.190469
## Physical.landscapes.(arquitecture.and.infraestructures)=7 2.618061
## Urban.human.landscapes.(visitors)=1 2.549909
## Community.identity.(culture.and.lifestyle)= 6 2.343461
## Human.landscapes.(visitors)=2 2.298078
## Amenities.(commercial.fabric)= 3 2.142410
## Verb./.action.(to.search)=2 2.057175
## Physical.landscapes.(transport.and.mobility)=8 2.057175
## Human.landscapes.(visitors)=3 2.057175
## Amenities.(commercial.fabric)=13 2.057175
## Destinations=3 1.993907
## Positive.sentiments.(novelty)=0 -1.979284
## Destinations=0 -2.087650
## Human.landscapes.(visitors)=0 -2.284723
## Verb./.action.(to.search)=0 -2.398390
## Urban.human.landscapes.(visitors)=0 -2.461554
## Verb./.action.(to.find)=0 -3.781309
##
## $Sídney
## Cla/Mod Mod/Cla
## Amenities.(natural.resources)=3 50.000000 13.043478
## Weather./.climate.conditions=3 100.000000 4.347826
## Territory.(tangible.and.intangible.attributes)=18 100.000000 4.347826
## Destinations=1 12.578616 43.478261
## Destinations=2 15.584416 26.086957
## Human.landscapes.(residents)=1 12.418301 41.304348
## Verb./.action.(to.do)=1 26.666667 8.695652
## Amenities.(leisure.and.tourism.attractions)= 5 15.789474 19.565217
## Time./.moment.of.the.day=5 50.000000 4.347826
## Territory.(tangible.and.intangible.attributes)=11 17.647059 13.043478
## Urban.human.landscapes.(visitors)=0 8.098592 100.000000
## Positive.sentiments.(grattitude)=0 8.098592 100.000000
## Community.identity.(culture.and.lifestyle)= 2 0.000000 0.000000
## Amenities.(natural.resources)=0 6.547619 71.739130
## Weather./.climate.conditions=0 6.666667 76.086957
## Positive.sentiments.(creativity)=0 6.902655 84.782609
## Verb./.action.(to.do)=0 7.118644 91.304348
## Urban.human.landscapes.(residents)=0 5.684755 47.826087
## Territory.(tangible.and.intangible.attributes)= 4 0.000000 0.000000
## Human.landscapes.(residents)=0 5.542169 50.000000
## Destinations=0 2.121212 15.217391
## Global p.value
## Amenities.(natural.resources)=3 1.9834711 9.701334e-05
## Weather./.climate.conditions=3 0.3305785 5.664715e-03
## Territory.(tangible.and.intangible.attributes)=18 0.3305785 5.664715e-03
## Destinations=1 26.2809917 8.959761e-03
## Destinations=2 12.7272727 1.070602e-02
## Human.landscapes.(residents)=1 25.2892562 1.371955e-02
## Verb./.action.(to.do)=1 2.4793388 2.494086e-02
## Amenities.(leisure.and.tourism.attractions)= 5 9.4214876 2.800412e-02
## Time./.moment.of.the.day=5 0.6611570 3.233490e-02
## Territory.(tangible.and.intangible.attributes)=11 5.6198347 4.669500e-02
## Urban.human.landscapes.(visitors)=0 93.8842975 4.877727e-02
## Positive.sentiments.(grattitude)=0 93.8842975 4.877727e-02
## Community.identity.(culture.and.lifestyle)= 2 6.1157025 4.877727e-02
## Amenities.(natural.resources)=0 83.3057851 4.075183e-02
## Weather./.climate.conditions=0 86.7768595 3.999342e-02
## Positive.sentiments.(creativity)=0 93.3884298 3.215286e-02
## Verb./.action.(to.do)=0 97.5206612 2.494086e-02
## Urban.human.landscapes.(residents)=0 63.9669421 2.111451e-02
## Territory.(tangible.and.intangible.attributes)= 4 9.9173554 6.715764e-03
## Human.landscapes.(residents)=0 68.5950413 6.693566e-03
## Destinations=0 54.5454545 1.398187e-08
## v.test
## Amenities.(natural.resources)=3 3.897943
## Weather./.climate.conditions=3 2.766583
## Territory.(tangible.and.intangible.attributes)=18 2.766583
## Destinations=1 2.613586
## Destinations=2 2.552151
## Human.landscapes.(residents)=1 2.464524
## Verb./.action.(to.do)=1 2.242318
## Amenities.(leisure.and.tourism.attractions)= 5 2.197229
## Time./.moment.of.the.day=5 2.140246
## Territory.(tangible.and.intangible.attributes)=11 1.989056
## Urban.human.landscapes.(visitors)=0 1.970533
## Positive.sentiments.(grattitude)=0 1.970533
## Community.identity.(culture.and.lifestyle)= 2 -1.970533
## Amenities.(natural.resources)=0 -2.046046
## Weather./.climate.conditions=0 -2.053817
## Positive.sentiments.(creativity)=0 -2.142505
## Verb./.action.(to.do)=0 -2.242318
## Urban.human.landscapes.(residents)=0 -2.305931
## Territory.(tangible.and.intangible.attributes)= 4 -2.710620
## Human.landscapes.(residents)=0 -2.711717
## Destinations=0 -5.673611
##
## $`Tel Aviv`
## Cla/Mod Mod/Cla
## Territory.(tangible.and.intangible.attributes)= 1 50.000000 30
## Destinations=0 3.030303 100
## Verb./.Action.(to.offer)=0 2.364066 100
## Territory.(tangible.and.intangible.attributes)= 3 6.250000 30
## Amenities.(commercial.fabric)= 4 6.122449 30
## Physical.landscapes.(arquitecture.and.infraestructures)=1 0.000000 0
## Verb./.Action.(to.offer)=1 0.000000 0
## Destinations=1 0.000000 0
## Global
## Territory.(tangible.and.intangible.attributes)= 1 0.9917355
## Destinations=0 54.5454545
## Verb./.Action.(to.offer)=0 69.9173554
## Territory.(tangible.and.intangible.attributes)= 3 7.9338843
## Amenities.(commercial.fabric)= 4 8.0991736
## Physical.landscapes.(arquitecture.and.infraestructures)=1 25.7851240
## Verb./.Action.(to.offer)=1 25.9504132
## Destinations=1 26.2809917
## p.value
## Territory.(tangible.and.intangible.attributes)= 1 0.0000642158
## Destinations=0 0.0021890738
## Verb./.Action.(to.offer)=0 0.0270253854
## Territory.(tangible.and.intangible.attributes)= 3 0.0430213423
## Amenities.(commercial.fabric)= 4 0.0455392521
## Physical.landscapes.(arquitecture.and.infraestructures)=1 0.0493794835
## Verb./.Action.(to.offer)=1 0.0482797177
## Destinations=1 0.0461460713
## v.test
## Territory.(tangible.and.intangible.attributes)= 1 3.996758
## Destinations=0 3.063304
## Verb./.Action.(to.offer)=0 2.211151
## Territory.(tangible.and.intangible.attributes)= 3 2.023503
## Amenities.(commercial.fabric)= 4 1.999639
## Physical.landscapes.(arquitecture.and.infraestructures)=1 -1.965300
## Verb./.Action.(to.offer)=1 -1.974898
## Destinations=1 -1.994055
##
## $Tokio
## Cla/Mod Mod/Cla
## Amenities.(leisure.and.tourism.attractions)= 2 7.6923077 40.909091
## Negative.sentiments.(annoyance)=1 13.7931034 18.181818
## Physical.landscapes.(transport.and.mobility)=4 25.0000000 9.090909
## Community.identity.(history.and.legacy)=10 100.0000000 4.545455
## Amenities.(commercial.fabric)=11 100.0000000 4.545455
## Physical.landscapes.(public.spaces)=5 14.2857143 13.636364
## Positive.sentiments.(reputation)= 5 13.6363636 13.636364
## Verb./.action.(to.find)=0 2.9962547 72.727273
## Territory.(tangible.and.intangible.attributes)= 6 0.0000000 0.000000
## Negative.sentiments.(annoyance)=0 3.1468531 81.818182
## Community.identity.(culture.and.lifestyle)= 5 0.0000000 0.000000
## Amenities.(leisure.and.tourism.attractions)= 3 0.0000000 0.000000
## Physical.landscapes.(arquitecture.and.infraestructures)=1 0.6410256 4.545455
## Global p.value
## Amenities.(leisure.and.tourism.attractions)= 2 19.3388430 0.01861510
## Negative.sentiments.(annoyance)=1 4.7933884 0.01974782
## Physical.landscapes.(transport.and.mobility)=4 1.3223140 0.03305636
## Community.identity.(history.and.legacy)=10 0.1652893 0.03636364
## Amenities.(commercial.fabric)=11 0.1652893 0.03636364
## Physical.landscapes.(public.spaces)=5 3.4710744 0.04152735
## Positive.sentiments.(reputation)= 5 3.6363636 0.04728040
## Verb./.action.(to.find)=0 88.2644628 0.04329911
## Territory.(tangible.and.intangible.attributes)= 6 14.0495868 0.03354552
## Negative.sentiments.(annoyance)=0 94.5454545 0.03152098
## Community.identity.(culture.and.lifestyle)= 5 14.3801653 0.03076448
## Amenities.(leisure.and.tourism.attractions)= 3 17.6859504 0.01270093
## Physical.landscapes.(arquitecture.and.infraestructures)=1 25.7851240 0.01236930
## v.test
## Amenities.(leisure.and.tourism.attractions)= 2 2.353151
## Negative.sentiments.(annoyance)=1 2.331105
## Physical.landscapes.(transport.and.mobility)=4 2.131398
## Community.identity.(history.and.legacy)=10 2.092838
## Amenities.(commercial.fabric)=11 2.092838
## Physical.landscapes.(public.spaces)=5 2.038226
## Positive.sentiments.(reputation)= 5 1.983780
## Verb./.action.(to.find)=0 -2.020813
## Territory.(tangible.and.intangible.attributes)= 6 -2.125493
## Negative.sentiments.(annoyance)=0 -2.150433
## Community.identity.(culture.and.lifestyle)= 5 -2.160106
## Amenities.(leisure.and.tourism.attractions)= 3 -2.492047
## Physical.landscapes.(arquitecture.and.infraestructures)=1 -2.501430
##
## $Venecia
## Cla/Mod Mod/Cla
## Destinations=2 6.4935065 55.55556
## Destinations=4 22.2222222 22.22222
## Amenities.(natural.resources)=4 22.2222222 22.22222
## Amenities.(leisure.and.tourism.attractions)= 4 5.3333333 44.44444
## Territory.(tangible.and.intangible.attributes)= 5 4.7619048 44.44444
## Urban.human.landscapes.(visitors)=2 50.0000000 11.11111
## Territory.(tangible.and.intangible.attributes)= 6 4.7058824 44.44444
## Amenities.(natural.resources)=2 10.0000000 22.22222
## Community.identity.(history.and.legacy)= 4 9.5238095 22.22222
## Physical.landscapes.(dimensions)=1 3.1088083 66.66667
## Community.identity.(history.and.legacy)= 0 0.3389831 11.11111
## Destinations=0 0.3030303 11.11111
## Amenities.(natural.resources)=0 0.5952381 33.33333
## Global p.value
## Destinations=2 12.7272727 0.002679012
## Destinations=4 1.4876033 0.006901123
## Amenities.(natural.resources)=4 1.4876033 0.006901123
## Amenities.(leisure.and.tourism.attractions)= 4 12.3966942 0.019098539
## Territory.(tangible.and.intangible.attributes)= 5 13.8842975 0.028847774
## Urban.human.landscapes.(visitors)=2 0.3305785 0.029752066
## Territory.(tangible.and.intangible.attributes)= 6 14.0495868 0.030104440
## Amenities.(natural.resources)=2 3.3057851 0.034834506
## Community.identity.(history.and.legacy)= 4 3.4710744 0.038342334
## Physical.landscapes.(dimensions)=1 31.9008264 0.039156528
## Community.identity.(history.and.legacy)= 0 48.7603306 0.024808296
## Destinations=0 54.5454545 0.010110319
## Amenities.(natural.resources)=0 83.3057851 0.001115674
## v.test
## Destinations=2 3.002353
## Destinations=4 2.701578
## Amenities.(natural.resources)=4 2.701578
## Amenities.(leisure.and.tourism.attractions)= 4 2.343602
## Territory.(tangible.and.intangible.attributes)= 5 2.185561
## Urban.human.landscapes.(visitors)=2 2.173376
## Territory.(tangible.and.intangible.attributes)= 6 2.168714
## Amenities.(natural.resources)=2 2.110277
## Community.identity.(history.and.legacy)= 4 2.071176
## Physical.landscapes.(dimensions)=1 2.062538
## Community.identity.(history.and.legacy)= 0 -2.244375
## Destinations=0 -2.572033
## Amenities.(natural.resources)=0 -3.259605
##
## $`Washington DC`
## Cla/Mod Mod/Cla
## Verb./.action.(to.be)=1 11.0169492 50.000000
## Amenities.(natural.resources)=0 5.1587302 100.000000
## Negative.sentiments.(difficultness)=2 50.0000000 7.692308
## Community.identity.(history.and.legacy)= 3 12.5000000 19.230769
## Positive.sentiments.(independence)=1 18.7500000 11.538462
## Positive.sentiments.(enjoyment)=0 5.1020408 96.153846
## Territory.(tangible.and.intangible.attributes)= 4 10.0000000 23.076923
## Urban.human.landscapes.(residents)=3 25.0000000 7.692308
## Verb./.Action.(to.walk)=0 3.7500000 80.769231
## Positive.sentiments.(enjoyment)=1 0.9259259 3.846154
## Positive.sentiments.(independence)=0 3.9115646 88.461538
## Verb./.action.(to.be)=0 2.3554604 42.307692
## Global p.value
## Verb./.action.(to.be)=1 19.504132 0.0004045164
## Amenities.(natural.resources)=0 83.305785 0.0077500449
## Negative.sentiments.(difficultness)=2 0.661157 0.0103894626
## Community.identity.(history.and.legacy)= 3 6.611570 0.0278187440
## Positive.sentiments.(independence)=1 2.644628 0.0306595975
## Positive.sentiments.(enjoyment)=0 80.991736 0.0308145107
## Territory.(tangible.and.intangible.attributes)= 4 9.917355 0.0446808208
## Urban.human.landscapes.(residents)=3 1.322314 0.0458516826
## Verb./.Action.(to.walk)=0 92.561983 0.0455737934
## Positive.sentiments.(enjoyment)=1 17.851240 0.0424241851
## Positive.sentiments.(independence)=0 97.190083 0.0364821128
## Verb./.action.(to.be)=0 77.190083 0.0001053874
## v.test
## Verb./.action.(to.be)=1 3.537120
## Amenities.(natural.resources)=0 2.662770
## Negative.sentiments.(difficultness)=2 2.562590
## Community.identity.(history.and.legacy)= 3 2.199833
## Positive.sentiments.(independence)=1 2.161463
## Positive.sentiments.(enjoyment)=0 2.159460
## Territory.(tangible.and.intangible.attributes)= 4 2.007647
## Urban.human.landscapes.(residents)=3 1.996756
## Verb./.Action.(to.walk)=0 -1.999320
## Positive.sentiments.(enjoyment)=1 -2.029335
## Positive.sentiments.(independence)=0 -2.091513
## Verb./.action.(to.be)=0 -3.877841