knitr::opts_chunk$set(echo = TRUE)
load(".RData")
Se muestra el anĂ¡lisis de los PCA de gartner critical capabilities:
library(plotly)
## Warning: package 'plotly' was built under R version 3.3.1
## Loading required package: ggplot2
## Warning: package 'ggplot2' was built under R version 3.3.1
##
## Attaching package: 'plotly'
## The following object is masked from 'package:ggplot2':
##
## last_plot
## The following object is masked from 'package:graphics':
##
## layout
library(caret)
## Loading required package: lattice
A <- as.data.frame(pr.gartner_critical$rotation)
A
## PC1 PC2 PC3
## Security and User Administration 0.241431672 -0.247104039 -0.06307290
## Data Source Connectivity 0.287234365 -0.252993073 -0.08939824
## Cloud BI -0.007933089 -0.469045378 0.15170266
## BI Plataform Administration 0.146159639 -0.371056434 -0.38226686
## Self-Contained ETL and Data Storage 0.304314473 0.072345836 -0.41697207
## Self-Service Data Preparation 0.284852283 0.009985126 -0.11120580
## Governance and Metadata Management 0.359873266 -0.185623553 0.09621805
## Embedded Advanced Analytics 0.024205395 -0.205470248 -0.28044021
## Interactive Visual Exploration 0.291303698 0.414690836 0.15547630
## Analytic Dashboard 0.377001395 0.256363272 0.20461446
## Mobile Exploration and Authoring 0.257628989 -0.087780574 0.20105714
## Embed Analytic Content 0.344776010 0.216908326 -0.13594377
## Publish Analytic Content 0.285900303 -0.259584919 0.30184300
## Collaboration and Social BI 0.097691108 -0.102949201 0.53267679
## Ease of Use -0.174428145 -0.254581559 0.21202038
## PC4 PC5 PC6
## Security and User Administration 0.330557148 -0.38638710 -0.007864696
## Data Source Connectivity -0.187420247 0.16825562 -0.051666791
## Cloud BI -0.309166650 0.24819813 0.282556752
## BI Plataform Administration 0.257583733 -0.17235634 0.180902477
## Self-Contained ETL and Data Storage -0.262037474 -0.15047022 0.160609970
## Self-Service Data Preparation -0.497452521 -0.19482636 -0.271518489
## Governance and Metadata Management 0.079613214 -0.06459247 -0.032053191
## Embedded Advanced Analytics 0.016360682 0.46161711 -0.589704480
## Interactive Visual Exploration -0.040431271 0.14444578 -0.069744104
## Analytic Dashboard -0.033617617 0.20525776 0.024542033
## Mobile Exploration and Authoring 0.210871758 0.41284076 0.477765731
## Embed Analytic Content -0.118419941 -0.10994205 0.205371864
## Publish Analytic Content 0.150262146 0.09068131 -0.328673030
## Collaboration and Social BI 0.008844811 -0.43882380 -0.182002689
## Ease of Use -0.535753381 -0.08315880 0.139114500
## PC7 PC8 PC9
## Security and User Administration -0.11960371 -0.592728113 0.10207807
## Data Source Connectivity 0.55256165 -0.248871792 -0.25651631
## Cloud BI 0.07829506 0.042686054 0.40602239
## BI Plataform Administration -0.14965832 0.078677652 -0.05406309
## Self-Contained ETL and Data Storage -0.17840251 -0.055115024 0.13709043
## Self-Service Data Preparation -0.14577090 0.151865835 -0.39630105
## Governance and Metadata Management -0.29096140 0.553730661 -0.03552828
## Embedded Advanced Analytics -0.24400732 -0.040334948 0.40132148
## Interactive Visual Exploration -0.18832494 -0.308393491 0.07941310
## Analytic Dashboard -0.16744387 -0.144489093 0.07816144
## Mobile Exploration and Authoring -0.22003205 0.013579649 -0.21208357
## Embed Analytic Content 0.43217411 0.169647688 0.45005057
## Publish Analytic Content 0.25964805 -0.003907794 -0.20836122
## Collaboration and Social BI -0.01335020 0.104029500 0.33514372
## Ease of Use -0.29712034 -0.297645253 -0.04643958
## PC10 PC11 PC12
## Security and User Administration -0.16387787 0.17178082 0.25521536
## Data Source Connectivity -0.43713922 -0.10490402 -0.30265422
## Cloud BI 0.21077416 0.40548430 0.12658352
## BI Plataform Administration 0.39526870 -0.06328003 -0.53287398
## Self-Contained ETL and Data Storage 0.02954316 -0.16779868 0.33201434
## Self-Service Data Preparation 0.15162760 0.02877380 0.21212955
## Governance and Metadata Management -0.42939614 0.31202615 -0.15071759
## Embedded Advanced Analytics -0.12267891 -0.21349481 0.02915112
## Interactive Visual Exploration -0.01436571 0.51366968 -0.22748664
## Analytic Dashboard 0.29702959 -0.28519957 -0.32543611
## Mobile Exploration and Authoring -0.14793315 -0.32373166 0.31421268
## Embed Analytic Content 0.02290173 -0.08414332 0.01270565
## Publish Analytic Content 0.48372233 0.06343258 0.23301629
## Collaboration and Social BI -0.10401847 -0.37033221 -0.05913691
## Ease of Use -0.04946286 -0.14454299 -0.22393256
## PC13 PC14 PC15
## Security and User Administration 0.06729612 0.13486628 0.3126955580
## Data Source Connectivity -0.14208909 0.10105946 -0.1491090468
## Cloud BI -0.11873401 0.32565884 -0.0455045124
## BI Plataform Administration 0.19128089 0.02686923 -0.2302768115
## Self-Contained ETL and Data Storage -0.49364448 -0.25397973 -0.3317836423
## Self-Service Data Preparation 0.33178947 0.40563220 0.0494740765
## Governance and Metadata Management -0.17268368 -0.19240976 0.2267214053
## Embedded Advanced Analytics 0.18190190 -0.02540809 0.0008629457
## Interactive Visual Exploration 0.20211817 -0.09814730 -0.4341201185
## Analytic Dashboard -0.36156804 0.25227884 0.4260794309
## Mobile Exploration and Authoring 0.31086714 0.04066769 -0.1582631213
## Embed Analytic Content 0.45154133 -0.22402946 0.2595502339
## Publish Analytic Content -0.06893367 -0.46120857 -0.0178930845
## Collaboration and Social BI 0.01188680 0.17763522 -0.4048006893
## Ease of Use 0.17582491 -0.47825096 0.1853570636
Plot de ploty:
Note that the echo = FALSE
parameter was added to the code chunk to prevent printing of the R code that generated the plot.