Food Insecurity

Principal Component Analysis

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First 10 principal components

                 PC1      PC2       PC3      PC4       PC5       PC6      PC7      PC8       PC9     PC10
acasiFood01  0.10779  0.35527 -0.158190 -0.17460  0.020019 -0.092668  0.01332 -0.21604  0.442596 -0.12553
acasiFood02  0.26591  0.09741 -0.281510  0.18220  0.286666 -0.004945 -0.39706  0.19912  0.008834 -0.16285
acasiFood03  0.28162  0.06332 -0.287360  0.22040  0.301526 -0.048037 -0.34988  0.14923  0.008584 -0.09421
acasiFood04  0.12489  0.50522  0.121943 -0.05251  0.118955 -0.047868  0.02451  0.07204 -0.321461  0.20123
acasiFood05  0.06608  0.48083  0.142384 -0.05203  0.017867 -0.082409  0.11506  0.12186 -0.373000  0.30771
acasiFood06  0.22409 -0.21997  0.222074 -0.21308  0.378831 -0.325678  0.15792  0.08674  0.069128  0.03939
acasiFood07  0.16782 -0.22036  0.287419 -0.13349  0.377751 -0.413829  0.13244  0.04340  0.102545  0.06337
acasiFood08  0.16666 -0.16903 -0.410320 -0.42742 -0.046274  0.051323  0.04468 -0.02962 -0.179093  0.12578
acasiFood09  0.14407 -0.14768 -0.428236 -0.43834 -0.040437  0.034236  0.03893 -0.04725 -0.127122  0.21755
acasiFood10  0.22215 -0.02090  0.256381 -0.23966  0.185119  0.503395 -0.04531 -0.08201 -0.019331 -0.20241
acasiFood11  0.22279  0.03727  0.323862 -0.18905  0.106394  0.486375 -0.07143 -0.08701 -0.030776 -0.16877
acasiFood12  0.37438 -0.07729  0.126778  0.20298 -0.211077 -0.086968 -0.17267 -0.27261  0.023114  0.15691
acasiFood13  0.35774 -0.09083  0.145085  0.21588 -0.244308 -0.080743 -0.14477 -0.23953  0.020502  0.22546
acasiFood14  0.37297 -0.05875  0.032243  0.01633 -0.351461 -0.026688  0.15608  0.24752 -0.056518 -0.10986
acasiFood15  0.35894 -0.06730  0.002631  0.02506 -0.340842 -0.011223  0.17719  0.30665 -0.026377 -0.10995
acasiFood16  0.10646  0.29516 -0.011861 -0.12783 -0.146198 -0.055437  0.09641 -0.15258  0.523448  0.07272
acasiFood17 -0.08911 -0.32398  0.073999  0.15191  0.044934  0.149810 -0.17520 -0.13105 -0.094926  0.38004
acasiFood18  0.04062  0.06022 -0.039355 -0.06991 -0.004912 -0.278643 -0.10595 -0.65901 -0.388033 -0.31651
acasiFood19 -0.13661  0.02866  0.163814 -0.19102 -0.216208 -0.203770 -0.40517  0.27140 -0.106795 -0.17979
acasiFood20  0.11834  0.05621 -0.197490  0.33744  0.247066  0.216985  0.34130 -0.08237  0.016544  0.25108
acasiFood22  0.05320 -0.05287 -0.112002  0.26018  0.036314 -0.047114  0.46300 -0.04874 -0.215729 -0.48024

Varimax rotation of first 6 principal components


Loadings:
            PC1    PC2    PC3    PC4    PC5    PC6   
acasiFood01         0.417 -0.145                     
acasiFood02         0.103         0.503              
acasiFood03                       0.530  0.103       
acasiFood04         0.510  0.160                0.104
acasiFood05         0.481  0.174                     
acasiFood06                              0.661       
acasiFood07                              0.696       
acasiFood08               -0.641                     
acasiFood09               -0.648                     
acasiFood10                                     0.674
acasiFood11                                     0.659
acasiFood12  0.487                                   
acasiFood13  0.501         0.117                     
acasiFood14  0.502                                   
acasiFood15  0.483        -0.109                     
acasiFood16         0.342                            
acasiFood17        -0.390                            
acasiFood18         0.143                0.154 -0.200
acasiFood19                      -0.382        -0.118
acasiFood20                       0.494 -0.124       
acasiFood22                       0.220        -0.138

                 PC1   PC2   PC3   PC4   PC5   PC6
SS loadings    1.000 1.000 1.000 1.000 1.000 1.000
Proportion Var 0.048 0.048 0.048 0.048 0.048 0.048
Cumulative Var 0.048 0.095 0.143 0.190 0.238 0.286

Varimax rotation of first 10 principal components


Loadings:
            PC1    PC2    PC3    PC4    PC5    PC6    PC7    PC8    PC9    PC10  
acasiFood01                                                          0.664       
acasiFood02               -0.705                                                 
acasiFood03               -0.675                                                 
acasiFood04         0.668                                                        
acasiFood05         0.718                                                        
acasiFood06                              0.690                                   
acasiFood07                              0.720                                   
acasiFood08                      -0.674                                          
acasiFood09                      -0.697                                          
acasiFood10                                     0.711                            
acasiFood11                                     0.690                            
acasiFood12  0.607                                                               
acasiFood13  0.622                                                               
acasiFood14  0.116                                                         -0.592
acasiFood15                                                                -0.614
acasiFood16  0.106         0.115                              0.137  0.636       
acasiFood17  0.304                                     0.104  0.197 -0.359  0.279
acasiFood18  0.204                                    -0.133 -0.816         0.215
acasiFood19                                           -0.650                     
acasiFood20                                            0.664                     
acasiFood22 -0.263 -0.111         0.166                0.309 -0.501 -0.112 -0.338

                 PC1   PC2   PC3   PC4   PC5   PC6   PC7   PC8   PC9  PC10
SS loadings    1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000
Proportion Var 0.048 0.048 0.048 0.048 0.048 0.048 0.048 0.048 0.048 0.048
Cumulative Var 0.048 0.095 0.143 0.190 0.238 0.286 0.333 0.381 0.429 0.476

Promax rotation of first 6 principal components


Loadings:
            PC1    PC2    PC3    PC4    PC5    PC6   
acasiFood01         0.396 -0.152                     
acasiFood02         0.108         0.516              
acasiFood03                       0.544              
acasiFood04         0.549  0.152                0.108
acasiFood05         0.513  0.170                     
acasiFood06                              0.662       
acasiFood07                              0.699       
acasiFood08               -0.650                     
acasiFood09               -0.657                     
acasiFood10                                     0.681
acasiFood11                                     0.664
acasiFood12  0.489         0.103                     
acasiFood13  0.503         0.121                     
acasiFood14  0.502                                   
acasiFood15  0.482        -0.108                     
acasiFood16         0.326                            
acasiFood17        -0.372                            
acasiFood18         0.123                0.145 -0.190
acasiFood19                      -0.374        -0.113
acasiFood20                       0.483 -0.126       
acasiFood22                       0.213        -0.143

                 PC1   PC2   PC3   PC4   PC5   PC6
SS loadings    1.003 1.038 1.027 1.013 1.004 1.014
Proportion Var 0.048 0.049 0.049 0.048 0.048 0.048
Cumulative Var 0.048 0.097 0.146 0.194 0.242 0.290

Promax rotation of first 10 principal components


Loadings:
            PC1    PC2    PC3    PC4    PC5    PC6    PC7    PC8    PC9    PC10  
acasiFood01                                                          0.667       
acasiFood02               -0.706                                                 
acasiFood03               -0.678                                                 
acasiFood04         0.668                                                        
acasiFood05         0.725                                                        
acasiFood06                              0.689                                   
acasiFood07                              0.721                                   
acasiFood08                      -0.693                                    -0.103
acasiFood09                      -0.712                                          
acasiFood10                                     0.713                            
acasiFood11                                     0.691                            
acasiFood12  0.667                                           -0.165        -0.155
acasiFood13  0.681                                           -0.104        -0.176
acasiFood14  0.195                                                         -0.653
acasiFood15  0.146                                            0.163        -0.672
acasiFood16  0.119         0.114                              0.124  0.647       
acasiFood17  0.272                                     0.127        -0.330  0.251
acasiFood18  0.219                                    -0.120 -0.941         0.221
acasiFood19                                           -0.673        -0.115       
acasiFood20         0.105                              0.685  0.134              
acasiFood22 -0.193                0.124                0.264 -0.346 -0.127 -0.292

                 PC1   PC2   PC3   PC4   PC5   PC6   PC7   PC8   PC9  PC10
SS loadings    1.167 1.010 1.006 1.046 1.001 1.002 1.054 1.142 1.012 1.168
Proportion Var 0.056 0.048 0.048 0.050 0.048 0.048 0.050 0.054 0.048 0.056
Cumulative Var 0.056 0.104 0.152 0.201 0.249 0.297 0.347 0.401 0.449 0.505