Assignment 5

Code
R
Plots
Assignment
Author

Vikrant Sagar R

Published

October 11, 2022

── Attaching packages ─────────────────────────────────────── tidyverse 1.3.2 ──
✔ ggplot2 3.3.6     ✔ purrr   0.3.4
✔ tibble  3.1.8     ✔ dplyr   1.0.9
✔ tidyr   1.2.0     ✔ stringr 1.4.1
✔ readr   2.1.2     ✔ forcats 0.5.2
── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──
✖ dplyr::filter() masks stats::filter()
✖ dplyr::lag()    masks stats::lag()
      iid              id            gender            idg       
 Min.   :  1.0   Min.   : 1.00   Min.   :0.0000   Min.   : 1.00  
 1st Qu.:154.0   1st Qu.: 4.00   1st Qu.:0.0000   1st Qu.: 8.00  
 Median :281.0   Median : 8.00   Median :1.0000   Median :16.00  
 Mean   :283.7   Mean   : 8.96   Mean   :0.5006   Mean   :17.33  
 3rd Qu.:407.0   3rd Qu.:13.00   3rd Qu.:1.0000   3rd Qu.:26.00  
 Max.   :552.0   Max.   :22.00   Max.   :1.0000   Max.   :44.00  
                 NA's   :1                                       
     condtn           wave           round          position     
 Min.   :1.000   Min.   : 1.00   Min.   : 5.00   Min.   : 1.000  
 1st Qu.:2.000   1st Qu.: 7.00   1st Qu.:14.00   1st Qu.: 4.000  
 Median :2.000   Median :11.00   Median :18.00   Median : 8.000  
 Mean   :1.829   Mean   :11.35   Mean   :16.87   Mean   : 9.043  
 3rd Qu.:2.000   3rd Qu.:15.00   3rd Qu.:20.00   3rd Qu.:13.000  
 Max.   :2.000   Max.   :21.00   Max.   :22.00   Max.   :22.000  
                                                                 
    positin1          order           partner            pid       
 Min.   : 1.000   Min.   : 1.000   Min.   : 1.000   Min.   :  1.0  
 1st Qu.: 4.000   1st Qu.: 4.000   1st Qu.: 4.000   1st Qu.:154.0  
 Median : 9.000   Median : 8.000   Median : 8.000   Median :281.0  
 Mean   : 9.296   Mean   : 8.928   Mean   : 8.964   Mean   :283.9  
 3rd Qu.:14.000   3rd Qu.:13.000   3rd Qu.:13.000   3rd Qu.:408.0  
 Max.   :22.000   Max.   :22.000   Max.   :22.000   Max.   :552.0  
 NA's   :1846                                       NA's   :10     
     match           int_corr         samerace          age_o      
 Min.   :0.0000   Min.   :-0.830   Min.   :0.0000   Min.   :18.00  
 1st Qu.:0.0000   1st Qu.:-0.020   1st Qu.:0.0000   1st Qu.:24.00  
 Median :0.0000   Median : 0.210   Median :0.0000   Median :26.00  
 Mean   :0.1647   Mean   : 0.196   Mean   :0.3958   Mean   :26.36  
 3rd Qu.:0.0000   3rd Qu.: 0.430   3rd Qu.:1.0000   3rd Qu.:28.00  
 Max.   :1.0000   Max.   : 0.910   Max.   :1.0000   Max.   :55.00  
                  NA's   :158                       NA's   :104    
     race_o         pf_o_att        pf_o_sin        pf_o_int    
 Min.   :1.000   Min.   :  0.0   Min.   : 0.00   Min.   : 0.00  
 1st Qu.:2.000   1st Qu.: 15.0   1st Qu.:15.00   1st Qu.:17.39  
 Median :2.000   Median : 20.0   Median :18.37   Median :20.00  
 Mean   :2.757   Mean   : 22.5   Mean   :17.40   Mean   :20.27  
 3rd Qu.:4.000   3rd Qu.: 25.0   3rd Qu.:20.00   3rd Qu.:23.81  
 Max.   :6.000   Max.   :100.0   Max.   :60.00   Max.   :50.00  
 NA's   :73      NA's   :89      NA's   :89      NA's   :89     
    pf_o_fun        pf_o_amb        pf_o_sha         dec_o       
 Min.   : 0.00   Min.   : 0.00   Min.   : 0.00   Min.   :0.0000  
 1st Qu.:15.00   1st Qu.: 5.00   1st Qu.: 9.52   1st Qu.:0.0000  
 Median :18.00   Median :10.00   Median :10.64   Median :0.0000  
 Mean   :17.46   Mean   :10.69   Mean   :11.85   Mean   :0.4196  
 3rd Qu.:20.00   3rd Qu.:15.00   3rd Qu.:16.00   3rd Qu.:1.0000  
 Max.   :50.00   Max.   :53.00   Max.   :30.00   Max.   :1.0000  
 NA's   :98      NA's   :107     NA's   :129                     
     attr_o          sinc_o          intel_o           fun_o       
 Min.   : 0.00   Min.   : 0.000   Min.   : 0.000   Min.   : 0.000  
 1st Qu.: 5.00   1st Qu.: 6.000   1st Qu.: 6.000   1st Qu.: 5.000  
 Median : 6.00   Median : 7.000   Median : 7.000   Median : 7.000  
 Mean   : 6.19   Mean   : 7.175   Mean   : 7.369   Mean   : 6.401  
 3rd Qu.: 8.00   3rd Qu.: 8.000   3rd Qu.: 8.000   3rd Qu.: 8.000  
 Max.   :10.50   Max.   :10.000   Max.   :10.000   Max.   :11.000  
 NA's   :212     NA's   :287      NA's   :306      NA's   :360     
     amb_o            shar_o           like_o           prob_o      
 Min.   : 0.000   Min.   : 0.000   Min.   : 0.000   Min.   : 0.000  
 1st Qu.: 6.000   1st Qu.: 4.000   1st Qu.: 5.000   1st Qu.: 4.000  
 Median : 7.000   Median : 6.000   Median : 6.000   Median : 5.000  
 Mean   : 6.778   Mean   : 5.475   Mean   : 6.135   Mean   : 5.208  
 3rd Qu.: 8.000   3rd Qu.: 7.000   3rd Qu.: 7.000   3rd Qu.: 7.000  
 Max.   :10.000   Max.   :10.000   Max.   :10.000   Max.   :10.000  
 NA's   :722      NA's   :1076     NA's   :250      NA's   :318     
     met_o           age           field              field_cd     
 Min.   :1.00   Min.   :18.00   Length:8378        Min.   : 1.000  
 1st Qu.:2.00   1st Qu.:24.00   Class :character   1st Qu.: 5.000  
 Median :2.00   Median :26.00   Mode  :character   Median : 8.000  
 Mean   :1.96   Mean   :26.36                      Mean   : 7.662  
 3rd Qu.:2.00   3rd Qu.:28.00                      3rd Qu.:10.000  
 Max.   :8.00   Max.   :55.00                      Max.   :18.000  
 NA's   :385    NA's   :95                         NA's   :82      
   undergra            mn_sat            tuition               race      
 Length:8378        Length:8378        Length:8378        Min.   :1.000  
 Class :character   Class :character   Class :character   1st Qu.:2.000  
 Mode  :character   Mode  :character   Mode  :character   Median :2.000  
                                                          Mean   :2.757  
                                                          3rd Qu.:4.000  
                                                          Max.   :6.000  
                                                          NA's   :63     
    imprace          imprelig          from             zipcode         
 Min.   : 0.000   Min.   : 1.000   Length:8378        Length:8378       
 1st Qu.: 1.000   1st Qu.: 1.000   Class :character   Class :character  
 Median : 3.000   Median : 3.000   Mode  :character   Mode  :character  
 Mean   : 3.785   Mean   : 3.652                                        
 3rd Qu.: 6.000   3rd Qu.: 6.000                                        
 Max.   :10.000   Max.   :10.000                                        
 NA's   :79       NA's   :79                                            
    income               goal           date               go_out     
 Length:8378        Min.   :1.000   Length:8378        Min.   :1.000  
 Class :character   1st Qu.:1.000   Class :character   1st Qu.:1.000  
 Mode  :character   Median :2.000   Mode  :character   Median :2.000  
                    Mean   :2.122                      Mean   :2.158  
                    3rd Qu.:2.000                      3rd Qu.:3.000  
                    Max.   :6.000                      Max.   :7.000  
                    NA's   :79                         NA's   :79     
    career             career_c          sports          tvsports     
 Length:8378        Min.   : 1.000   Min.   : 1.000   Min.   : 1.000  
 Class :character   1st Qu.: 2.000   1st Qu.: 4.000   1st Qu.: 2.000  
 Mode  :character   Median : 6.000   Median : 7.000   Median : 4.000  
                    Mean   : 5.278   Mean   : 6.425   Mean   : 4.575  
                    3rd Qu.: 7.000   3rd Qu.: 9.000   3rd Qu.: 7.000  
                    Max.   :17.000   Max.   :10.000   Max.   :10.000  
                    NA's   :138      NA's   :79       NA's   :79      
    exercise          dining          museums            art        
 Min.   : 1.000   Min.   : 1.000   Min.   : 0.000   Min.   : 0.000  
 1st Qu.: 5.000   1st Qu.: 7.000   1st Qu.: 6.000   1st Qu.: 5.000  
 Median : 6.000   Median : 8.000   Median : 7.000   Median : 7.000  
 Mean   : 6.246   Mean   : 7.784   Mean   : 6.986   Mean   : 6.715  
 3rd Qu.: 8.000   3rd Qu.: 9.000   3rd Qu.: 9.000   3rd Qu.: 8.000  
 Max.   :10.000   Max.   :10.000   Max.   :10.000   Max.   :10.000  
 NA's   :79       NA's   :79       NA's   :79       NA's   :79      
     hiking           gaming          clubbing         reading      
 Min.   : 0.000   Min.   : 0.000   Min.   : 0.000   Min.   : 1.000  
 1st Qu.: 4.000   1st Qu.: 2.000   1st Qu.: 4.000   1st Qu.: 7.000  
 Median : 6.000   Median : 3.000   Median : 6.000   Median : 8.000  
 Mean   : 5.737   Mean   : 3.881   Mean   : 5.746   Mean   : 7.679  
 3rd Qu.: 8.000   3rd Qu.: 6.000   3rd Qu.: 8.000   3rd Qu.: 9.000  
 Max.   :10.000   Max.   :14.000   Max.   :10.000   Max.   :13.000  
 NA's   :79       NA's   :79       NA's   :79       NA's   :79      
       tv            theater           movies         concerts     
 Min.   : 1.000   Min.   : 0.000   Min.   : 0.00   Min.   : 0.000  
 1st Qu.: 3.000   1st Qu.: 5.000   1st Qu.: 7.00   1st Qu.: 5.000  
 Median : 6.000   Median : 7.000   Median : 8.00   Median : 7.000  
 Mean   : 5.304   Mean   : 6.776   Mean   : 7.92   Mean   : 6.825  
 3rd Qu.: 7.000   3rd Qu.: 9.000   3rd Qu.: 9.00   3rd Qu.: 8.000  
 Max.   :10.000   Max.   :10.000   Max.   :10.00   Max.   :10.000  
 NA's   :79       NA's   :79       NA's   :79      NA's   :79      
     music           shopping           yoga           exphappy     
 Min.   : 1.000   Min.   : 1.000   Min.   : 0.000   Min.   : 1.000  
 1st Qu.: 7.000   1st Qu.: 4.000   1st Qu.: 2.000   1st Qu.: 5.000  
 Median : 8.000   Median : 6.000   Median : 4.000   Median : 6.000  
 Mean   : 7.851   Mean   : 5.631   Mean   : 4.339   Mean   : 5.534  
 3rd Qu.: 9.000   3rd Qu.: 8.000   3rd Qu.: 7.000   3rd Qu.: 7.000  
 Max.   :10.000   Max.   :10.000   Max.   :10.000   Max.   :10.000  
 NA's   :79       NA's   :79       NA's   :79       NA's   :101     
     expnum          attr1_1          sinc1_1         intel1_1    
 Min.   : 0.000   Min.   :  0.00   Min.   : 0.00   Min.   : 0.00  
 1st Qu.: 2.000   1st Qu.: 15.00   1st Qu.:15.00   1st Qu.:17.39  
 Median : 4.000   Median : 20.00   Median :18.18   Median :20.00  
 Mean   : 5.571   Mean   : 22.51   Mean   :17.40   Mean   :20.27  
 3rd Qu.: 8.000   3rd Qu.: 25.00   3rd Qu.:20.00   3rd Qu.:23.81  
 Max.   :20.000   Max.   :100.00   Max.   :60.00   Max.   :50.00  
 NA's   :6578     NA's   :79       NA's   :79      NA's   :79     
     fun1_1          amb1_1         shar1_1         attr4_1     
 Min.   : 0.00   Min.   : 0.00   Min.   : 0.00   Min.   : 5.00  
 1st Qu.:15.00   1st Qu.: 5.00   1st Qu.: 9.52   1st Qu.:10.00  
 Median :18.00   Median :10.00   Median :10.64   Median :25.00  
 Mean   :17.46   Mean   :10.68   Mean   :11.85   Mean   :26.39  
 3rd Qu.:20.00   3rd Qu.:15.00   3rd Qu.:16.00   3rd Qu.:35.00  
 Max.   :50.00   Max.   :53.00   Max.   :30.00   Max.   :95.00  
 NA's   :89      NA's   :99      NA's   :121     NA's   :1889   
    sinc4_1         intel4_1         fun4_1          amb4_1     
 Min.   : 0.00   Min.   : 0.00   Min.   : 0.00   Min.   : 0.00  
 1st Qu.: 6.00   1st Qu.: 8.00   1st Qu.:10.00   1st Qu.: 5.00  
 Median :10.00   Median :10.00   Median :15.00   Median :10.00  
 Mean   :11.07   Mean   :12.64   Mean   :15.57   Mean   : 9.78  
 3rd Qu.:15.00   3rd Qu.:16.00   3rd Qu.:20.00   3rd Qu.:15.00  
 Max.   :35.00   Max.   :35.00   Max.   :45.00   Max.   :50.00  
 NA's   :1889    NA's   :1889    NA's   :1889    NA's   :1889   
    shar4_1         attr2_1          sinc2_1         intel2_1    
 Min.   : 0.00   Min.   :  0.00   Min.   : 0.00   Min.   : 0.00  
 1st Qu.: 7.00   1st Qu.: 20.00   1st Qu.:10.00   1st Qu.:10.00  
 Median :10.00   Median : 25.00   Median :15.00   Median :15.00  
 Mean   :11.01   Mean   : 30.36   Mean   :13.27   Mean   :14.42  
 3rd Qu.:15.00   3rd Qu.: 40.00   3rd Qu.:18.75   3rd Qu.:20.00  
 Max.   :40.00   Max.   :100.00   Max.   :50.00   Max.   :40.00  
 NA's   :1911    NA's   :79       NA's   :79      NA's   :79     
     fun2_1          amb2_1         shar2_1         attr3_1      
 Min.   : 0.00   Min.   : 0.00   Min.   : 0.00   Min.   : 2.000  
 1st Qu.:15.00   1st Qu.: 6.00   1st Qu.:10.00   1st Qu.: 6.000  
 Median :20.00   Median :10.00   Median :10.00   Median : 7.000  
 Mean   :18.42   Mean   :11.74   Mean   :11.85   Mean   : 7.085  
 3rd Qu.:20.00   3rd Qu.:15.00   3rd Qu.:15.63   3rd Qu.: 8.000  
 Max.   :50.00   Max.   :50.00   Max.   :30.00   Max.   :10.000  
 NA's   :79      NA's   :89      NA's   :89      NA's   :105     
    sinc3_1           fun3_1          intel3_1          amb3_1      
 Min.   : 2.000   Min.   : 2.000   Min.   : 3.000   Min.   : 2.000  
 1st Qu.: 8.000   1st Qu.: 7.000   1st Qu.: 8.000   1st Qu.: 7.000  
 Median : 8.000   Median : 8.000   Median : 8.000   Median : 8.000  
 Mean   : 8.295   Mean   : 7.704   Mean   : 8.404   Mean   : 7.578  
 3rd Qu.: 9.000   3rd Qu.: 9.000   3rd Qu.: 9.000   3rd Qu.: 9.000  
 Max.   :10.000   Max.   :10.000   Max.   :10.000   Max.   :10.000  
 NA's   :105      NA's   :105      NA's   :105      NA's   :105     
    attr5_1          sinc5_1          intel5_1          fun5_1      
 Min.   : 2.000   Min.   : 1.000   Min.   : 3.000   Min.   : 2.000  
 1st Qu.: 6.000   1st Qu.: 7.000   1st Qu.: 8.000   1st Qu.: 6.000  
 Median : 7.000   Median : 8.000   Median : 8.000   Median : 8.000  
 Mean   : 6.942   Mean   : 7.927   Mean   : 8.284   Mean   : 7.426  
 3rd Qu.: 8.000   3rd Qu.: 9.000   3rd Qu.: 9.000   3rd Qu.: 9.000  
 Max.   :10.000   Max.   :10.000   Max.   :10.000   Max.   :10.000  
 NA's   :3472     NA's   :3472     NA's   :3472     NA's   :3472    
     amb5_1            dec              attr            sinc       
 Min.   : 1.000   Min.   :0.0000   Min.   : 0.00   Min.   : 0.000  
 1st Qu.: 7.000   1st Qu.:0.0000   1st Qu.: 5.00   1st Qu.: 6.000  
 Median : 8.000   Median :0.0000   Median : 6.00   Median : 7.000  
 Mean   : 7.618   Mean   :0.4199   Mean   : 6.19   Mean   : 7.175  
 3rd Qu.: 9.000   3rd Qu.:1.0000   3rd Qu.: 8.00   3rd Qu.: 8.000  
 Max.   :10.000   Max.   :1.0000   Max.   :10.00   Max.   :10.000  
 NA's   :3472                      NA's   :202     NA's   :277     
     intel             fun              amb              shar       
 Min.   : 0.000   Min.   : 0.000   Min.   : 0.000   Min.   : 0.000  
 1st Qu.: 6.000   1st Qu.: 5.000   1st Qu.: 6.000   1st Qu.: 4.000  
 Median : 7.000   Median : 7.000   Median : 7.000   Median : 6.000  
 Mean   : 7.369   Mean   : 6.401   Mean   : 6.777   Mean   : 5.475  
 3rd Qu.: 8.000   3rd Qu.: 8.000   3rd Qu.: 8.000   3rd Qu.: 7.000  
 Max.   :10.000   Max.   :10.000   Max.   :10.000   Max.   :10.000  
 NA's   :296      NA's   :350      NA's   :712      NA's   :1067    
      like             prob             met            match_es     
 Min.   : 0.000   Min.   : 0.000   Min.   :0.0000   Min.   : 0.000  
 1st Qu.: 5.000   1st Qu.: 4.000   1st Qu.:0.0000   1st Qu.: 2.000  
 Median : 6.000   Median : 5.000   Median :0.0000   Median : 3.000  
 Mean   : 6.134   Mean   : 5.208   Mean   :0.9488   Mean   : 3.208  
 3rd Qu.: 7.000   3rd Qu.: 7.000   3rd Qu.:2.0000   3rd Qu.: 4.000  
 Max.   :10.000   Max.   :10.000   Max.   :8.0000   Max.   :18.000  
 NA's   :240      NA's   :309      NA's   :375      NA's   :1173    
    attr1_s         sinc1_s         intel1_s         fun1_s     
 Min.   : 3.00   Min.   : 0.00   Min.   : 0.00   Min.   : 1.00  
 1st Qu.:14.81   1st Qu.:10.00   1st Qu.:10.00   1st Qu.:10.00  
 Median :17.65   Median :15.79   Median :18.42   Median :15.91  
 Mean   :20.79   Mean   :15.43   Mean   :17.24   Mean   :15.26  
 3rd Qu.:25.00   3rd Qu.:20.00   3rd Qu.:20.00   3rd Qu.:20.00  
 Max.   :95.00   Max.   :50.00   Max.   :40.00   Max.   :40.00  
 NA's   :4282    NA's   :4282    NA's   :4282    NA's   :4282   
     amb1_s         shar1_s         attr3_s          sinc3_s      
 Min.   : 0.00   Min.   : 0.00   Min.   : 3.000   Min.   : 1.000  
 1st Qu.: 7.00   1st Qu.: 9.00   1st Qu.: 7.000   1st Qu.: 7.000  
 Median :10.00   Median :12.50   Median : 7.000   Median : 8.000  
 Mean   :11.14   Mean   :12.46   Mean   : 7.211   Mean   : 8.082  
 3rd Qu.:15.00   3rd Qu.:16.28   3rd Qu.: 8.000   3rd Qu.: 9.000  
 Max.   :23.81   Max.   :30.00   Max.   :10.000   Max.   :10.000  
 NA's   :4282    NA's   :4282    NA's   :4378     NA's   :4378    
    intel3_s          fun3_s           amb3_s          satis_2      
 Min.   : 4.000   Min.   : 3.000   Min.   : 2.000   Min.   : 1.000  
 1st Qu.: 8.000   1st Qu.: 7.000   1st Qu.: 7.000   1st Qu.: 5.000  
 Median : 8.000   Median : 8.000   Median : 8.000   Median : 6.000  
 Mean   : 8.258   Mean   : 7.692   Mean   : 7.589   Mean   : 5.712  
 3rd Qu.: 9.000   3rd Qu.: 9.000   3rd Qu.: 9.000   3rd Qu.: 7.000  
 Max.   :10.000   Max.   :10.000   Max.   :10.000   Max.   :10.000  
 NA's   :4378     NA's   :4378     NA's   :4378     NA's   :915     
     length         numdat_2        attr7_2         sinc7_2     
 Min.   :1.000   Min.   :1.000   Min.   :10.00   Min.   : 0.00  
 1st Qu.:1.000   1st Qu.:2.000   1st Qu.:20.00   1st Qu.:10.00  
 Median :1.000   Median :2.000   Median :30.00   Median :10.00  
 Mean   :1.843   Mean   :2.338   Mean   :32.82   Mean   :13.53  
 3rd Qu.:3.000   3rd Qu.:3.000   3rd Qu.:40.00   3rd Qu.:20.00  
 Max.   :3.000   Max.   :3.000   Max.   :80.00   Max.   :40.00  
 NA's   :915     NA's   :945     NA's   :6394    NA's   :6423   
    intel7_2         fun7_2          amb7_2          shar7_2     
 Min.   : 0.00   Min.   : 0.00   Min.   : 0.000   Min.   : 0.00  
 1st Qu.:10.00   1st Qu.:10.00   1st Qu.: 0.000   1st Qu.: 5.00  
 Median :15.00   Median :20.00   Median : 5.000   Median :10.00  
 Mean   :15.29   Mean   :18.87   Mean   : 7.287   Mean   :12.16  
 3rd Qu.:20.00   3rd Qu.:24.00   3rd Qu.:10.000   3rd Qu.:20.00  
 Max.   :50.00   Max.   :50.00   Max.   :20.000   Max.   :40.00  
 NA's   :6394    NA's   :6394    NA's   :6423     NA's   :6404   
    attr1_2         sinc1_2         intel1_2         fun1_2     
 Min.   : 5.00   Min.   : 0.00   Min.   : 0.00   Min.   : 0.00  
 1st Qu.:16.67   1st Qu.:10.00   1st Qu.:15.00   1st Qu.:15.00  
 Median :20.00   Median :16.67   Median :19.05   Median :18.37  
 Mean   :26.22   Mean   :15.87   Mean   :17.81   Mean   :17.65  
 3rd Qu.:30.00   3rd Qu.:20.00   3rd Qu.:20.00   3rd Qu.:20.00  
 Max.   :85.00   Max.   :50.00   Max.   :40.00   Max.   :50.00  
 NA's   :933     NA's   :915     NA's   :915     NA's   :915    
     amb1_2          shar1_2         attr4_2          sinc4_2     
 Min.   : 0.000   Min.   : 0.00   Min.   :  6.00   Min.   : 0.00  
 1st Qu.: 5.000   1st Qu.:10.00   1st Qu.: 10.00   1st Qu.: 8.00  
 Median :10.000   Median :13.00   Median : 25.00   Median :10.00  
 Mean   : 9.913   Mean   :12.76   Mean   : 26.81   Mean   :11.93  
 3rd Qu.:15.000   3rd Qu.:16.67   3rd Qu.: 40.00   3rd Qu.:15.00  
 Max.   :22.220   Max.   :35.00   Max.   :100.00   Max.   :35.00  
 NA's   :915      NA's   :915     NA's   :2603     NA's   :2603   
    intel4_2        fun4_2          amb4_2          shar4_2     
 Min.   : 0.0   Min.   : 0.00   Min.   : 0.000   Min.   : 0.00  
 1st Qu.: 8.0   1st Qu.: 9.00   1st Qu.: 5.000   1st Qu.: 7.00  
 Median :10.0   Median :15.00   Median :10.000   Median :10.00  
 Mean   :12.1   Mean   :15.16   Mean   : 9.342   Mean   :11.32  
 3rd Qu.:15.0   3rd Qu.:20.00   3rd Qu.:10.000   3rd Qu.:15.00  
 Max.   :40.0   Max.   :50.00   Max.   :35.000   Max.   :40.00  
 NA's   :2603   NA's   :2603    NA's   :2603     NA's   :2603   
    attr2_2         sinc2_2         intel2_2         fun2_2     
 Min.   : 0.00   Min.   : 0.00   Min.   : 0.00   Min.   : 0.00  
 1st Qu.:19.15   1st Qu.:10.00   1st Qu.:10.00   1st Qu.:15.00  
 Median :25.00   Median :15.00   Median :15.00   Median :18.52  
 Mean   :29.34   Mean   :13.90   Mean   :13.96   Mean   :17.97  
 3rd Qu.:38.46   3rd Qu.:19.23   3rd Qu.:17.39   3rd Qu.:20.00  
 Max.   :85.00   Max.   :40.00   Max.   :30.77   Max.   :40.00  
 NA's   :2603    NA's   :2603    NA's   :2603    NA's   :2603   
     amb2_2         shar2_2         attr3_2          sinc3_2      
 Min.   : 0.00   Min.   : 0.00   Min.   : 2.000   Min.   : 2.000  
 1st Qu.:10.00   1st Qu.:10.00   1st Qu.: 7.000   1st Qu.: 7.000  
 Median :10.00   Median :13.95   Median : 7.000   Median : 8.000  
 Mean   :11.91   Mean   :12.89   Mean   : 7.125   Mean   : 7.931  
 3rd Qu.:15.09   3rd Qu.:16.52   3rd Qu.: 8.000   3rd Qu.: 9.000  
 Max.   :50.00   Max.   :30.00   Max.   :10.000   Max.   :10.000  
 NA's   :2603    NA's   :2603    NA's   :915      NA's   :915     
    intel3_2          fun3_2           amb3_2          attr5_2      
 Min.   : 4.000   Min.   : 1.000   Min.   : 2.000   Min.   : 2.000  
 1st Qu.: 8.000   1st Qu.: 7.000   1st Qu.: 7.000   1st Qu.: 6.000  
 Median : 8.000   Median : 8.000   Median : 8.000   Median : 7.000  
 Mean   : 8.239   Mean   : 7.602   Mean   : 7.487   Mean   : 6.828  
 3rd Qu.: 9.000   3rd Qu.: 9.000   3rd Qu.: 9.000   3rd Qu.: 8.000  
 Max.   :10.000   Max.   :10.000   Max.   :10.000   Max.   :10.000  
 NA's   :915      NA's   :915      NA's   :915      NA's   :4001    
    sinc5_2          intel5_2          fun5_2           amb5_2      
 Min.   : 2.000   Min.   : 2.000   Min.   : 2.000   Min.   : 2.000  
 1st Qu.: 6.000   1st Qu.: 7.000   1st Qu.: 6.000   1st Qu.: 6.000  
 Median : 8.000   Median : 8.000   Median : 7.000   Median : 7.000  
 Mean   : 7.394   Mean   : 7.839   Mean   : 7.279   Mean   : 7.332  
 3rd Qu.: 8.000   3rd Qu.: 9.000   3rd Qu.: 8.000   3rd Qu.: 8.000  
 Max.   :10.000   Max.   :10.000   Max.   :10.000   Max.   :10.000  
 NA's   :4001     NA's   :4001     NA's   :4001     NA's   :4001    
    you_call         them_cal         date_3         numdat_3    
 Min.   : 0.000   Min.   :0.000   Min.   :0.000   Min.   :0.000  
 1st Qu.: 0.000   1st Qu.:0.000   1st Qu.:0.000   1st Qu.:1.000  
 Median : 0.000   Median :1.000   Median :0.000   Median :1.000  
 Mean   : 0.781   Mean   :0.982   Mean   :0.377   Mean   :1.231  
 3rd Qu.: 1.000   3rd Qu.:1.000   3rd Qu.:1.000   3rd Qu.:1.000  
 Max.   :21.000   Max.   :9.000   Max.   :1.000   Max.   :9.000  
 NA's   :4404     NA's   :4404    NA's   :4404    NA's   :6882   
    num_in_3        attr1_3         sinc1_3         intel1_3    
 Min.   :0.000   Min.   : 0.00   Min.   : 0.00   Min.   : 0.00  
 1st Qu.:1.000   1st Qu.:15.22   1st Qu.:10.00   1st Qu.:16.67  
 Median :1.000   Median :20.00   Median :16.67   Median :20.00  
 Mean   :0.934   Mean   :24.39   Mean   :16.59   Mean   :19.41  
 3rd Qu.:1.000   3rd Qu.:30.00   3rd Qu.:20.00   3rd Qu.:20.00  
 Max.   :4.000   Max.   :80.00   Max.   :65.00   Max.   :45.00  
 NA's   :7710    NA's   :4404    NA's   :4404    NA's   :4404   
     fun1_3          amb1_3        shar1_3         attr7_3         sinc7_3     
 Min.   : 0.00   Min.   : 0.0   Min.   : 0.00   Min.   : 0.00   Min.   : 0.00  
 1st Qu.:14.81   1st Qu.: 5.0   1st Qu.:10.00   1st Qu.:20.00   1st Qu.:10.00  
 Median :16.33   Median :10.0   Median :14.29   Median :25.00   Median :15.00  
 Mean   :16.23   Mean   :10.9   Mean   :12.70   Mean   :31.33   Mean   :15.65  
 3rd Qu.:20.00   3rd Qu.:15.0   3rd Qu.:16.67   3rd Qu.:40.00   3rd Qu.:20.00  
 Max.   :30.00   Max.   :30.0   Max.   :55.00   Max.   :80.00   Max.   :60.00  
 NA's   :4404    NA's   :4404   NA's   :4404    NA's   :6362    NA's   :6362   
    intel7_3         fun7_3          amb7_3          shar7_3     
 Min.   : 0.00   Min.   : 0.00   Min.   : 0.000   Min.   : 0.00  
 1st Qu.:10.00   1st Qu.:10.00   1st Qu.: 0.000   1st Qu.: 5.00  
 Median :18.00   Median :17.00   Median :10.000   Median :10.00  
 Mean   :16.68   Mean   :16.42   Mean   : 7.824   Mean   :12.21  
 3rd Qu.:20.00   3rd Qu.:20.00   3rd Qu.:10.000   3rd Qu.:20.00  
 Max.   :45.00   Max.   :40.00   Max.   :30.000   Max.   :55.00  
 NA's   :6362    NA's   :6362    NA's   :6362     NA's   :6362   
    attr4_3         sinc4_3         intel4_3         fun4_3     
 Min.   : 0.00   Min.   : 0.00   Min.   : 0.00   Min.   : 0.00  
 1st Qu.:10.00   1st Qu.: 7.00   1st Qu.: 7.00   1st Qu.: 9.00  
 Median :20.00   Median :10.00   Median :10.00   Median :12.00  
 Mean   :25.61   Mean   :10.75   Mean   :11.53   Mean   :14.28  
 3rd Qu.:37.00   3rd Qu.:15.00   3rd Qu.:15.00   3rd Qu.:20.00  
 Max.   :80.00   Max.   :40.00   Max.   :30.00   Max.   :30.00  
 NA's   :5419    NA's   :5419    NA's   :5419    NA's   :5419   
     amb4_3          shar4_3         attr2_3         sinc2_3     
 Min.   : 0.000   Min.   : 0.00   Min.   : 5.00   Min.   : 0.00  
 1st Qu.: 5.000   1st Qu.: 7.00   1st Qu.:10.00   1st Qu.: 7.00  
 Median : 9.000   Median :10.00   Median :20.00   Median :10.00  
 Mean   : 9.208   Mean   :11.25   Mean   :24.97   Mean   :10.92  
 3rd Qu.:10.000   3rd Qu.:15.00   3rd Qu.:35.00   3rd Qu.:15.00  
 Max.   :40.000   Max.   :45.00   Max.   :80.00   Max.   :50.00  
 NA's   :5419     NA's   :5419    NA's   :5419    NA's   :5419   
    intel2_3         fun2_3          amb2_3          shar2_3     
 Min.   : 0.00   Min.   : 0.00   Min.   : 0.000   Min.   : 0.00  
 1st Qu.: 7.00   1st Qu.: 9.00   1st Qu.: 6.000   1st Qu.: 5.00  
 Median :10.00   Median :15.00   Median :10.000   Median :10.00  
 Mean   :11.95   Mean   :14.96   Mean   : 9.526   Mean   :11.97  
 3rd Qu.:15.00   3rd Qu.:20.00   3rd Qu.:10.000   3rd Qu.:15.00  
 Max.   :60.00   Max.   :40.00   Max.   :50.000   Max.   :45.00  
 NA's   :5419    NA's   :5419    NA's   :5419     NA's   :6362   
    attr3_3         sinc3_3          intel3_3          fun3_3      
 Min.   : 2.00   Min.   : 2.000   Min.   : 3.000   Min.   : 2.000  
 1st Qu.: 7.00   1st Qu.: 7.000   1st Qu.: 8.000   1st Qu.: 7.000  
 Median : 7.00   Median : 8.000   Median : 8.000   Median : 8.000  
 Mean   : 7.24   Mean   : 8.093   Mean   : 8.389   Mean   : 7.659  
 3rd Qu.: 8.00   3rd Qu.: 9.000   3rd Qu.: 9.000   3rd Qu.: 9.000  
 Max.   :12.00   Max.   :12.000   Max.   :12.000   Max.   :12.000  
 NA's   :4404    NA's   :4404     NA's   :4404     NA's   :4404    
     amb3_3          attr5_3         sinc5_3          intel5_3     
 Min.   : 1.000   Min.   : 2.00   Min.   : 2.000   Min.   : 4.000  
 1st Qu.: 6.000   1st Qu.: 6.00   1st Qu.: 7.000   1st Qu.: 7.000  
 Median : 8.000   Median : 7.00   Median : 8.000   Median : 8.000  
 Mean   : 7.392   Mean   : 6.81   Mean   : 7.615   Mean   : 7.933  
 3rd Qu.: 9.000   3rd Qu.: 8.00   3rd Qu.: 9.000   3rd Qu.: 9.000  
 Max.   :12.000   Max.   :10.00   Max.   :10.000   Max.   :10.000  
 NA's   :4404     NA's   :6362    NA's   :6362     NA's   :6362    
     fun5_3           amb5_3      
 Min.   : 1.000   Min.   : 1.000  
 1st Qu.: 6.000   1st Qu.: 6.000  
 Median : 7.000   Median : 7.000  
 Mean   : 7.155   Mean   : 7.049  
 3rd Qu.: 8.000   3rd Qu.: 8.000  
 Max.   :10.000   Max.   :10.000  
 NA's   :6362     NA's   :6362    

3. BAR CHART

Bar chart showing the number of participants that matched who answered that they participated in speed dating with various goals in mind.

4. COLUMN CHART

Column chart showing participants’ indicated goal of speed dating and the total number of matches made for participants with that goal.

5. CIRCULAR AREA PLOT

Circular area plot showing rated importance of shared interests/hobbies by participants over the course of the study. While not an ideal use of a circular area plot, the speed dating dataset is limited in its time-based variables.