distribution

##       Age             ACL          AntiCardiolipin_IGG AntiCardiolipin_IGM
##  Min.   :18.01   Min.   :  0.000   Min.   :  0.000     Min.   :  0.000    
##  1st Qu.:35.48   1st Qu.:  1.575   1st Qu.:  2.800     1st Qu.:  1.000    
##  Median :49.58   Median :  2.800   Median :  4.400     Median :  2.100    
##  Mean   :49.55   Mean   :  5.740   Mean   :  7.925     Mean   :  4.939    
##  3rd Qu.:62.53   3rd Qu.:  5.050   3rd Qu.:  7.500     3rd Qu.:  4.600    
##  Max.   :99.89   Max.   :103.000   Max.   :380.000     Max.   :320.000    
##                  NA's   :14183     NA's   :5003        NA's   :1412       
##      B2_IGA            B2_IGM          B2_IGG          CAC.DRVVT    
##  Min.   :  0.000   Min.   : -1.0   Min.   :  0.000   Min.   :1.000  
##  1st Qu.:  0.900   1st Qu.:  0.6   1st Qu.:  0.400   1st Qu.:1.100  
##  Median :  2.000   Median :  1.5   Median :  1.300   Median :1.200  
##  Mean   :  6.575   Mean   :  5.3   Mean   :  5.365   Mean   :1.274  
##  3rd Qu.:  5.050   3rd Qu.:  3.8   3rd Qu.:  2.700   3rd Qu.:1.300  
##  Max.   :100.000   Max.   :300.0   Max.   :500.000   Max.   :2.700  
##  NA's   :14160     NA's   :5449    NA's   :8784      NA's   :13906  
##  Cardiolipin_With_B2GP1 Cardiolipin_Alone RVVT.not.sensitive.to.CAC
##  Min.   :0.080          Min.   :0.100     Min.   : 0.63            
##  1st Qu.:0.232          1st Qu.:0.238     1st Qu.: 1.06            
##  Median :0.310          Median :0.290     Median :30.00            
##  Mean   :0.341          Mean   :0.295     Mean   :22.34            
##  3rd Qu.:0.482          3rd Qu.:0.382     3rd Qu.:36.00            
##  Max.   :0.710          Max.   :0.460     Max.   :91.00            
##  NA's   :14311          NA's   :14311     NA's   :3739             
##  RVVT.sensitive.to.CAC SCT.not.sensitive.to.CAC SCT.sensitive.to.CAC
##  Min.   :  0.56        Min.   :0.530            Min.   :0.410       
##  1st Qu.:  1.11        1st Qu.:0.900            1st Qu.:0.890       
##  Median : 36.00        Median :1.000            Median :1.000       
##  Mean   : 29.59        Mean   :1.027            Mean   :1.052       
##  3rd Qu.: 46.00        3rd Qu.:1.110            3rd Qu.:1.120       
##  Max.   :172.00        Max.   :4.430            Max.   :6.850       
##  NA's   :3739          NA's   :10308            NA's   :10307       
##  SCT.ratio.sensitive.not.sensitive       C3              C4       
##  Min.   :0.330                     Min.   :  0.0   Min.   :-1.00  
##  1st Qu.:0.910                     1st Qu.:103.0   1st Qu.:21.30  
##  Median :1.010                     Median :121.0   Median :26.80  
##  Mean   :1.034                     Mean   :121.4   Mean   :27.93  
##  3rd Qu.:1.100                     3rd Qu.:140.0   3rd Qu.:33.40  
##  Max.   :4.940                     Max.   :200.0   Max.   :79.30  
##  NA's   :10308                     NA's   :198     NA's   :4439   
##   DaysToDeath      Sepsis.Diagnosis  
##  Min.   : -16.74   Length:14323      
##  1st Qu.: 109.64   Class :character  
##  Median : 667.63   Mode  :character  
##  Mean   :1312.79                     
##  3rd Qu.:2091.44                     
##  Max.   :7166.00                     
##  NA's   :11830                       
##  Sepsis.Date.of.Documentation.Days.from.Reference Covid.Diagnosis   
##  Min.   :   0.005                                 Length:14323      
##  1st Qu.:  58.656                                 Class :character  
##  Median : 577.222                                 Mode  :character  
##  Mean   :1263.567                                                   
##  3rd Qu.:2030.197                                                   
##  Max.   :7146.469                                                   
##  NA's   :13660                                                      
##  Covid.Date.of.Documentation.Days.from.Reference
##  Min.   :   0.412                               
##  1st Qu.: 231.573                               
##  Median :1153.065                               
##  Mean   :1806.683                               
##  3rd Qu.:3054.163                               
##  Max.   :6504.817                               
##  NA's   :14229                                  
##  Autoimmune.Date.of.Documentation.Days.from.Reference Autoimmune.Diagnosis
##  Min.   :   0.008                                     Length:14323        
##  1st Qu.:  17.294                                     Class :character    
##  Median : 298.039                                     Mode  :character    
##  Mean   :1217.401                                                         
##  3rd Qu.:2346.742                                                         
##  Max.   :6607.444                                                         
##  NA's   :13845                                                            
##      Sepsis        Sepsis_DaysToEvent     COVID          COVID_DaysToEvent
##  Min.   :0.00000   Min.   :-342.600   Min.   :0.000000   Min.   :  1.500  
##  1st Qu.:0.00000   1st Qu.:   0.325   1st Qu.:0.000000   1st Qu.:  6.825  
##  Median :0.00000   Median :  20.200   Median :0.000000   Median : 20.550  
##  Mean   :0.04629   Mean   : 256.007   Mean   :0.006563   Mean   : 42.388  
##  3rd Qu.:0.00000   3rd Qu.: 157.125   3rd Qu.:0.000000   3rd Qu.: 47.475  
##  Max.   :1.00000   Max.   :3777.000   Max.   :1.000000   Max.   :247.000  
##                    NA's   :13849                         NA's   :14299    
##    Autoimmune      Autoimmune_DaysToEvent
##  Min.   :0.00000   Min.   :  -0.4        
##  1st Qu.:0.00000   1st Qu.: 288.0        
##  Median :0.00000   Median : 826.4        
##  Mean   :0.03337   Mean   :1167.9        
##  3rd Qu.:0.00000   3rd Qu.:1854.2        
##  Max.   :1.00000   Max.   :4704.6        
##                    NA's   :14245
## [[1]]

## 
## [[2]]
## Warning: Removed 14183 rows containing non-finite values (stat_boxplot).

## 
## [[3]]
## Warning: Removed 5003 rows containing non-finite values (stat_boxplot).

## 
## [[4]]
## Warning: Removed 1412 rows containing non-finite values (stat_boxplot).

## 
## [[5]]
## Warning: Removed 14160 rows containing non-finite values (stat_boxplot).

## 
## [[6]]
## Warning: Removed 5449 rows containing non-finite values (stat_boxplot).

## 
## [[7]]
## Warning: Removed 8784 rows containing non-finite values (stat_boxplot).

## 
## [[8]]
## Warning: Removed 13906 rows containing non-finite values (stat_boxplot).

## 
## [[9]]
## Warning: Removed 14311 rows containing non-finite values (stat_boxplot).

## 
## [[10]]
## Warning: Removed 14311 rows containing non-finite values (stat_boxplot).

## 
## [[11]]
## Warning: Removed 3739 rows containing non-finite values (stat_boxplot).

## 
## [[12]]
## Warning: Removed 3739 rows containing non-finite values (stat_boxplot).

## 
## [[13]]
## Warning: Removed 10308 rows containing non-finite values (stat_boxplot).

## 
## [[14]]
## Warning: Removed 10307 rows containing non-finite values (stat_boxplot).

## 
## [[15]]
## Warning: Removed 10308 rows containing non-finite values (stat_boxplot).

## 
## [[16]]
## Warning: Removed 198 rows containing non-finite values (stat_boxplot).

## 
## [[17]]
## Warning: Removed 4439 rows containing non-finite values (stat_boxplot).

## 
## [[18]]
## Warning: Removed 11830 rows containing non-finite values (stat_boxplot).

## 
## [[19]]

## 
## [[20]]
## Warning: Removed 13660 rows containing non-finite values (stat_boxplot).

## 
## [[21]]

## 
## [[22]]
## Warning: Removed 14229 rows containing non-finite values (stat_boxplot).

## 
## [[23]]
## Warning: Removed 13845 rows containing non-finite values (stat_boxplot).

## 
## [[24]]

## 
## [[25]]

## 
## [[26]]
## Warning: Removed 13849 rows containing non-finite values (stat_boxplot).

## 
## [[27]]

## 
## [[28]]
## Warning: Removed 14299 rows containing non-finite values (stat_boxplot).

## 
## [[29]]

## 
## [[30]]
## Warning: Removed 14245 rows containing non-finite values (stat_boxplot).