Estadísticas

Row

       Pais      Rep_P_2014      RGC_P_2014      TH_P_2014       Rep_P_2015   
 Chile   :50   Min.   : 3001   Min.   : 3003   Min.   : 3000   Min.   : 3069  
 Colombia:43   1st Qu.: 5366   1st Qu.: 3453   1st Qu.: 4162   1st Qu.: 5622  
 Peru    :29   Median : 5991   Median : 4938   Median : 4813   Median : 6271  
               Mean   : 6330   Mean   : 5308   Mean   : 5148   Mean   : 6436  
               3rd Qu.: 6859   3rd Qu.: 6544   3rd Qu.: 5702   3rd Qu.: 6982  
               Max.   :10000   Max.   :10000   Max.   :10000   Max.   :10000  
   RGC_P_2015      TH_P_2015       Rep_P_2016      RGC_P_2016   
 Min.   : 3013   Min.   : 3097   Min.   : 3967   Min.   : 3863  
 1st Qu.: 6162   1st Qu.: 4124   1st Qu.: 5665   1st Qu.: 5910  
 Median : 6648   Median : 5167   Median : 6382   Median : 6618  
 Mean   : 6832   Mean   : 5224   Mean   : 6533   Mean   : 6837  
 3rd Qu.: 7329   3rd Qu.: 5893   3rd Qu.: 7040   3rd Qu.: 7669  
 Max.   :10000   Max.   :10000   Max.   :10000   Max.   :10000  
   TH_P_2016       Rep_P_2017      RGC_P_2017      TH_P_2017    
 Min.   : 3314   Min.   : 3004   Min.   : 3006   Min.   : 3187  
 1st Qu.: 4136   1st Qu.: 5824   1st Qu.: 6459   1st Qu.: 4208  
 Median : 5176   Median : 6560   Median : 7056   Median : 5350  
 Mean   : 5292   Mean   : 6738   Mean   : 7193   Mean   : 5525  
 3rd Qu.: 5828   3rd Qu.: 7451   3rd Qu.: 7989   3rd Qu.: 6238  
 Max.   :10000   Max.   :10000   Max.   :10000   Max.   :10000  

Histogramas2014

Row

Histogramas2015

Row

Histogramas2016

Row

Histogramas2017

Row

Correlación

Row

           Rep_P_2014 RGC_P_2014 TH_P_2014 Rep_P_2015 RGC_P_2015 TH_P_2015
Rep_P_2014  1.0000000  0.7049647 0.6295063  0.9046803  0.8042941 0.7739404
RGC_P_2014  0.7049647  1.0000000 0.4315893  0.5895445  0.6797207 0.5269896
TH_P_2014   0.6295063  0.4315893 1.0000000  0.5865439  0.5932881 0.8035084
Rep_P_2015  0.9046803  0.5895445 0.5865439  1.0000000  0.8748445 0.8223786
RGC_P_2015  0.8042941  0.6797207 0.5932881  0.8748445  1.0000000 0.7298599
TH_P_2015   0.7739404  0.5269896 0.8035084  0.8223786  0.7298599 1.0000000
Rep_P_2016  0.8914751  0.6194277 0.5253038  0.9149065  0.8150937 0.7441320
RGC_P_2016  0.8108985  0.6123359 0.4314917  0.8249736  0.8055567 0.6305644
TH_P_2016   0.7771793  0.5689215 0.7384204  0.8201033  0.7409708 0.9121463
Rep_P_2017  0.8623240  0.5746862 0.4914367  0.8866215  0.7890550 0.7025388
RGC_P_2017  0.7907310  0.5572542 0.4611265  0.8313882  0.8358729 0.6512952
TH_P_2017   0.7701325  0.5775326 0.7000249  0.8050545  0.7167332 0.8885291
           Rep_P_2016 RGC_P_2016 TH_P_2016 Rep_P_2017 RGC_P_2017 TH_P_2017
Rep_P_2014  0.8914751  0.8108985 0.7771793  0.8623240  0.7907310 0.7701325
RGC_P_2014  0.6194277  0.6123359 0.5689215  0.5746862  0.5572542 0.5775326
TH_P_2014   0.5253038  0.4314917 0.7384204  0.4914367  0.4611265 0.7000249
Rep_P_2015  0.9149065  0.8249736 0.8201033  0.8866215  0.8313882 0.8050545
RGC_P_2015  0.8150937  0.8055567 0.7409708  0.7890550  0.8358729 0.7167332
TH_P_2015   0.7441320  0.6305644 0.9121463  0.7025388  0.6512952 0.8885291
Rep_P_2016  1.0000000  0.9313799 0.8174886  0.9079414  0.8515374 0.8042409
RGC_P_2016  0.9313799  1.0000000 0.7033857  0.8553560  0.8719141 0.6902296
TH_P_2016   0.8174886  0.7033857 1.0000000  0.7744661  0.7143329 0.9485177
Rep_P_2017  0.9079414  0.8553560 0.7744661  1.0000000  0.9497820 0.7902155
RGC_P_2017  0.8515374  0.8719141 0.7143329  0.9497820  1.0000000 0.7159875
TH_P_2017   0.8042409  0.6902296 0.9485177  0.7902155  0.7159875 1.0000000

PCA

Row

Clustering

Row

DatosClasificados

Row

                                  Pais Rep_P_2014 RGC_P_2014 TH_P_2014
AFP_PROTECCIÓN                Colombia       5398       5693      4644
ALPINA                        Colombia       8836       9899      6082
AVIANCA                       Colombia       8715       8571      5833
BANCO_DE_OCCIDENTE            Colombia       4835       5290      3998
BAVARIA                       Colombia       8690       9109      6101
BAYER                         Colombia       6381       6193      5175
BBVA                          Colombia       5727       5727      4776
CAFAM                         Colombia       5906       7275      4375
CEMENTOS_ARGOS                Colombia       8392       8258      5750
CEMEX                         Colombia       5911       6344      4987
COLANTA                       Colombia       5298       6285      4204
COLGATE_PALMOLIVE             Colombia       5513       6015      4324
COLOMBINA                     Colombia       6416       6978      4894
COLSUBSIDIO                   Colombia       5978       6901      4521
COMERCIALIZADORA_ARTURO_CALLE Colombia       6285       6875      4524
COMPENSAR                     Colombia       6263       7473      4920
CREPES_AND_WAFFLES            Colombia       5819       7677      4262
DAVIVIENDA                    Colombia       5937       6464      4377
ECOPETROL                     Colombia      10000      10000     10000
EXXONMOBIL                    Colombia       4597       3079      4152
                              Rep_P_2015 RGC_P_2015 TH_P_2015 Rep_P_2016
AFP_PROTECCIÓN                      5205       5675      5285       6115
ALPINA                              8165       8666      6365       8982
AVIANCA                             8357       7665      7322       8798
BANCO_DE_OCCIDENTE                  5123       6146      3581       5180
BAVARIA                             8012       8288      7408       8672
BAYER                               6604       6419      5866       6748
BBVA                                6376       6767      5282       6548
CAFAM                               6008       6632      4578       6255
CEMENTOS_ARGOS                      7831       8967      6863       8933
CEMEX                               5695       6302      5332       6515
COLANTA                             5400       6395      3745       5859
COLGATE_PALMOLIVE                   5679       6478      4173       5864
COLOMBINA                           6993       7408      5712       6441
COLSUBSIDIO                         6358       7304      5135       6534
COMERCIALIZADORA_ARTURO_CALLE       5822       6467      4571       6116
COMPENSAR                           6313       6800      5409       6595
CREPES_AND_WAFFLES                  5844       7362      3790       6411
DAVIVIENDA                          5986       6633      5369       6419
ECOPETROL                           9390       9403     10000       8583
EXXONMOBIL                          4794       5285      3542       4963
                              RGC_P_2016 TH_P_2016 Rep_P_2017 RGC_P_2017
AFP_PROTECCIÓN                      5965      5568       6102       6454
ALPINA                              9484      7882       9612       9719
AVIANCA                             8343      8591       8550       8106
BANCO_DE_OCCIDENTE                  5029      3822       3004       3006
BAVARIA                             9106      7820       8560       8933
BAYER                               6148      6017       7007       7057
BBVA                                5840      5474       6517       6601
CAFAM                               7387      3988       6273       7591
CEMENTOS_ARGOS                      9447      7197       8894       9353
CEMEX                               6354      5525       6463       6760
COLANTA                             6645      4718       5819       6843
COLGATE_PALMOLIVE                   6309      4179       6259       7150
COLOMBINA                           7168      5969       7581       7982
COLSUBSIDIO                         7682      5184       6558       7527
COMERCIALIZADORA_ARTURO_CALLE       7058      3914       7177       7706
COMPENSAR                           7427      5799       6930       7471
CREPES_AND_WAFFLES                  7880      5431       6885       8370
DAVIVIENDA                          6886      5268       6512       7085
ECOPETROL                           8539      8466       8386       8372
EXXONMOBIL                          4715      3537       4647       5380
                              TH_P_2017 clust
AFP_PROTECCIÓN                     5699     1
ALPINA                             8575     3
AVIANCA                            8331     3
BANCO_DE_OCCIDENTE                 3670     1
BAVARIA                            7649     3
BAYER                              6321     2
BBVA                               5521     2
CAFAM                              4966     2
CEMENTOS_ARGOS                     7368     3
CEMEX                              6090     2
COLANTA                            4551     1
COLGATE_PALMOLIVE                  4435     1
COLOMBINA                          6109     2
COLSUBSIDIO                        5507     2
COMERCIALIZADORA_ARTURO_CALLE      3733     2
COMPENSAR                          6052     2
CREPES_AND_WAFFLES                 5759     2
DAVIVIENDA                         6413     2
ECOPETROL                          9028     3
EXXONMOBIL                         3443     1