knitr::opts_chunk$set(echo = TRUE)

Lien tableau

library(funModeling)
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## 
## Attachement du package : 'Hmisc'
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##     format.pval, units
## funModeling v.1.9.4 :)
## Examples and tutorials at livebook.datascienceheroes.com
##  / Now in Spanish: librovivodecienciadedatos.ai
library(ggplot2)
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library(rcompanion)
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library(car)
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library(rmarkdown)
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library(knitr)
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library(markdown)
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library(tidyverse)
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library(gtsummary)
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library(flextable)
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##     compose

description totale

summary(PV_Retro)
##  numero.d.inclusion groupe.patient      AGE             SEXE        POIDS_kg   
##  Min.   :  1.00     PV   : 41      Min.   :18.0   Féminin : 25   Min.   :45.0  
##  1st Qu.: 21.25     Retro:121      1st Qu.:23.0   Masculin:137   1st Qu.:58.0  
##  Median : 42.50                    Median :27.0                  Median :63.0  
##  Mean   : 53.49                    Mean   :28.7                  Mean   :63.9  
##  3rd Qu.: 85.75                    3rd Qu.:33.0                  3rd Qu.:69.0  
##  Max.   :128.00                    Max.   :54.0                  Max.   :96.0  
##                                                                  NA's   :57    
##     TAILLE_m          IMC         TABAC.      nbr.de.PA     cannabis. 
##  Min.   :1.480   Min.   :15.5        :  9   Min.   : 0.25        :38  
##  1st Qu.:1.730   1st Qu.:18.3   Non  : 23   1st Qu.: 5.00   Non  :41  
##  Median :1.770   Median :20.0   Oui  :119   Median :10.00   Oui  :71  
##  Mean   :1.777   Mean   :20.2   sevré: 11   Mean   :10.66   sevré:12  
##  3rd Qu.:1.820   3rd Qu.:21.3               3rd Qu.:15.00             
##  Max.   :1.950   Max.   :29.3               Max.   :30.00             
##  NA's   :57      NA's   :57                 NA's   :83                
##          PROFESSION    COMORBIDITES.     Ptx    
##               :77             :  3   Droit :89  
##  etudiant     : 3   Aucun     :117   Gauche:73  
##  étudiant     : 3   Autre     : 30              
##  informaticien: 3   CARDIOVASC:  5              
##  ingénieur    : 3   METAB     :  3              
##  bâtiment     : 2   RESPI     :  4              
##  (Other)      :71                               
##  durée.des.symptomes.avant.drainage_jour symptomes.dyspnée
##  Min.   : 1.000                             : 6           
##  1st Qu.: 1.000                          Non:73           
##  Median : 1.000                          Oui:83           
##  Mean   : 1.672                                           
##  3rd Qu.: 1.000                                           
##  Max.   :15.000                                           
##  NA's   :25                                               
##  symptomes.douleurs.thoraciques ambulatoire._pleuralvent hospitalisation..
##     :  6                        Non:125                  Non: 23          
##  Non:  1                        Oui: 37                  Oui:139          
##  Oui:155                                                                  
##                                                                           
##                                                                           
##                                                                           
##                                                                           
##  taille.du.drain type.de.drain.initial
##  Min.   : 8.00   cook       : 7       
##  1st Qu.: 8.50   Fuhrman    :85       
##  Median :16.00   Monaldi    :22       
##  Mean   :13.95   PleuralVent:41       
##  3rd Qu.:18.00   Pleurocath : 7       
##  Max.   :20.00                        
##  NA's   :143                          
##  mise.en.aspiration..au.drainage.initial..
##     :136                                  
##  Non:  3                                  
##  Oui: 23                                  
##                                           
##                                           
##                                           
##                                           
##  mise.en.aspiration..au.cours.de.la.prise.en.charge.
##     :89                                             
##  Oui:73                                             
##                                                     
##                                                     
##                                                     
##                                                     
##                                                     
##  nombre.de.jours.de.drainage nombres.d.heures.de.bullage oxygénothérapie
##  Min.   : 1.00               Min.   :  1.00              Non:124        
##  1st Qu.: 2.00               1st Qu.:  1.00              Oui: 38        
##  Median : 4.00               Median : 24.00                             
##  Mean   : 4.34               Mean   : 51.23                             
##  3rd Qu.: 6.00               3rd Qu.: 96.00                             
##  Max.   :13.00               Max.   :168.00                             
##                              NA's   :109                                
##  NOMBRE.DE..CS_SUR.1.AN_.pour.psp DECOUVERTE.pathologie.sous.jacente
##  Min.   :0.000                                  :152                
##  1st Qu.:1.000                    emphyseme     :  8                
##  Median :1.000                    emphyseme+BPCO:  1                
##  Mean   :1.745                    endometriose  :  1                
##  3rd Qu.:2.000                                                      
##  Max.   :6.000                                                      
##  NA's   :1                                                          
##  Nbre.de.CHIRURGIE.sur.1.an  REDRAINAGE._SUR.1.AN. Nbre.RECIDIVE._SUR.REC_1.AN.
##  XIR_0:105                  exsufflation:  1       REC_0:127                   
##  XIR_1: 50                  Non         :130       REC_1: 32                   
##  XIR_2:  7                  Oui         : 31       REC_2:  2                   
##                                                    REC_3:  1                   
##                                                                                
##                                                                                
##                                                                                
##            coté.recidive      INFECTION.             hemothorax.. décès.   
##                   :128   Non       :154   Epanchement      :  1   Non:162  
##  controlaterale   :  4   parenchyme:  8   hemothorax minime:  1            
##  homolat+controlat:  1                    Non              :160            
##  homolaterale     : 29                                                     
##                                                                            
##                                                                            
##                                                                            
##  materiel.intrathoracique. œdème.de.rééxpansion. emphysème.sous.cutané.
##  Non:161                   Non:157               Non:154               
##  Oui:  1                   Oui:  5               Oui:  8               
##                                                                        
##                                                                        
##                                                                        
##                                                                        
##                                                                        
##       autres..complications Déviation.médiastinale   NHA      Poumon.au.hile
##  Non             :161       Non :116               Non :129   Non :97       
##  suspi hémoptysie:  1       Oui : 39               Oui : 26   Oui :58       
##                             NA's:  7               NA's:  7   NA's: 7       
##                                                                             
##                                                                             
##                                                                             
##                                                                             
##  Ptx.de.grande.abondance.
##  Oui:162                 
##                          
##                          
##                          
##                          
##                          
##                          
##  Ptx.persistant.de.grande..abondance.à.la.RT..post.drainage.immédiat
##  Non:144                                                            
##  Oui: 18                                                            
##                                                                     
##                                                                     
##                                                                     
##                                                                     
##                                                                     
##       drainage  NOMBRE..DE.RT..SUR.1.AN. NOMBRE.DE..TDM..SUR.1.AN.
##  anterieur:34   6      :19                    :  1                
##  axillaire:87   7      :19               TDM_0:122                
##  PV       :41   5      :16               TDM_1: 34                
##                 8      :14               TDM_2:  5                
##                 11     :13                                        
##                 9      :11                                        
##                 (Other):70                                        
##  bons.de.transport. CONSOMMATION..D.ANTALGIQUES..LE.PREMIER.MOIS. X.PALIER.1.
##     :121            Mode:logical                                     :158    
##  Non: 41            NA's:162                                      Oui:  4    
##                                                                              
##                                                                              
##                                                                              
##                                                                              
##                                                                              
##  doses.cumulées MORPHINIQUES doses.cumulées.1 DUREE..HOSPITALISATION..EN.JOURS.
##  Mode:logical      :160      Mode:logical     Mode:logical                     
##  NA's:162       Non:  2      NA's:162         NA's:162                         
##                                                                                
##                                                                                
##                                                                                
##                                                                                
##                                                                                
##  DUREE..ARRET.DE.TRAVAIL_EN.JOURS_.1.AN
##  Min.   : 2.00                         
##  1st Qu.:12.00                         
##  Median :21.00                         
##  Mean   :22.96                         
##  3rd Qu.:30.00                         
##  Max.   :82.00                         
##  NA's   :94
describe(PV_Retro,num.desc=c("mean","median","sd","valid.n"),xname=NA,horizontal=FALSE)
## PV_Retro 
## 
##  54  Variables      162  Observations
## --------------------------------------------------------------------------------
## numero.d.inclusion 
##        n  missing distinct     Info     Mean      Gmd      .05      .10 
##      162        0      123        1    53.49    43.36     5.00     9.00 
##      .25      .50      .75      .90      .95 
##    21.25    42.50    85.75   111.90   119.95 
## 
## lowest :   1   2   3   4   5, highest: 124 125 126 127 128
## --------------------------------------------------------------------------------
## groupe.patient 
##        n  missing distinct 
##      162        0        2 
##                       
## Value         PV Retro
## Frequency     41   121
## Proportion 0.253 0.747
## --------------------------------------------------------------------------------
## AGE 
##        n  missing distinct     Info     Mean      Gmd      .05      .10 
##      162        0       30    0.997     28.7    8.212    19.00    20.10 
##      .25      .50      .75      .90      .95 
##    23.00    27.00    33.00    38.00    42.95 
## 
## lowest : 18 19 20 21 22, highest: 43 44 47 53 54
## --------------------------------------------------------------------------------
## SEXE 
##        n  missing distinct 
##      162        0        2 
##                             
## Value       Féminin Masculin
## Frequency        25      137
## Proportion    0.154    0.846
## --------------------------------------------------------------------------------
## POIDS_kg 
##        n  missing distinct     Info     Mean      Gmd      .05      .10 
##      105       57       40    0.998     63.9    11.32     50.0     51.4 
##      .25      .50      .75      .90      .95 
##     58.0     63.0     69.0     77.0     81.8 
## 
## lowest : 45   46.5 48   50   51  , highest: 85   90   92   95   96  
## --------------------------------------------------------------------------------
## TAILLE_m 
##        n  missing distinct     Info     Mean      Gmd      .05      .10 
##      105       57       30    0.996    1.777  0.09252    1.650    1.694 
##      .25      .50      .75      .90      .95 
##    1.730    1.770    1.820    1.890    1.918 
## 
## lowest : 1.48 1.56 1.6  1.62 1.65, highest: 1.91 1.92 1.93 1.94 1.95
## --------------------------------------------------------------------------------
## IMC 
##        n  missing distinct     Info     Mean      Gmd      .05      .10 
##      105       57       62    0.999     20.2    2.882    16.74    17.38 
##      .25      .50      .75      .90      .95 
##    18.30    20.00    21.30    23.36    25.38 
## 
## lowest : 15.5 15.9 16.1 16.3 16.6, highest: 25.7 26.3 27.8 28.4 29.3
## --------------------------------------------------------------------------------
## TABAC. 
##        n  missing distinct 
##      162        0        4 
##                                   
## Value              Non   Oui sevré
## Frequency      9    23   119    11
## Proportion 0.056 0.142 0.735 0.068
## --------------------------------------------------------------------------------
## nbr.de.PA 
##        n  missing distinct     Info     Mean      Gmd      .05      .10 
##       79       83       20     0.98    10.66    7.823      2.0      3.7 
##      .25      .50      .75      .90      .95 
##      5.0     10.0     15.0     20.0     25.0 
##                                                                             
## Value       0.25  1.00  2.00  2.50  4.00  5.00  6.00  7.00  8.00  9.00 10.00
## Frequency      1     1     5     1     3    16     2     3     3     1    17
## Proportion 0.013 0.013 0.063 0.013 0.038 0.203 0.025 0.038 0.038 0.013 0.215
##                                                                 
## Value      11.00 12.00 14.00 15.00 18.00 20.00 22.00 25.00 30.00
## Frequency      1     1     1     7     2     7     1     4     2
## Proportion 0.013 0.013 0.013 0.089 0.025 0.089 0.013 0.051 0.025
## 
## For the frequency table, variable is rounded to the nearest 0
## --------------------------------------------------------------------------------
## cannabis. 
##        n  missing distinct 
##      162        0        4 
##                                   
## Value              Non   Oui sevré
## Frequency     38    41    71    12
## Proportion 0.235 0.253 0.438 0.074
## --------------------------------------------------------------------------------
## PROFESSION 
##        n  missing distinct 
##      162        0       71 
## 
## lowest :                          achalandage rayons       aeronautique/chômage     airbus                   airbus cablage avions   
## highest: stewart                  technicien               usine/chaines motorisées vente piece auto         web-designer            
## --------------------------------------------------------------------------------
## COMORBIDITES. 
##        n  missing distinct 
##      162        0        6 
##                                                                             
## Value                      Aucun      Autre CARDIOVASC      METAB      RESPI
## Frequency           3        117         30          5          3          4
## Proportion      0.019      0.722      0.185      0.031      0.019      0.025
## --------------------------------------------------------------------------------
## Ptx 
##        n  missing distinct 
##      162        0        2 
##                         
## Value       Droit Gauche
## Frequency      89     73
## Proportion  0.549  0.451
## --------------------------------------------------------------------------------
## durée.des.symptomes.avant.drainage_jour 
##        n  missing distinct     Info     Mean      Gmd      .05      .10 
##      137       25       10    0.468    1.672    1.223        1        1 
##      .25      .50      .75      .90      .95 
##        1        1        1        3        5 
##                                                                       
## Value          1     2     3     4     5     6     7     9    10    15
## Frequency    111    11     4     3     2     1     1     1     1     2
## Proportion 0.810 0.080 0.029 0.022 0.015 0.007 0.007 0.007 0.007 0.015
## 
## For the frequency table, variable is rounded to the nearest 0
## --------------------------------------------------------------------------------
## symptomes.dyspnée 
##        n  missing distinct 
##      162        0        3 
##                             
## Value              Non   Oui
## Frequency      6    73    83
## Proportion 0.037 0.451 0.512
## --------------------------------------------------------------------------------
## symptomes.douleurs.thoraciques 
##        n  missing distinct 
##      162        0        3 
##                             
## Value              Non   Oui
## Frequency      6     1   155
## Proportion 0.037 0.006 0.957
## --------------------------------------------------------------------------------
## ambulatoire._pleuralvent 
##        n  missing distinct 
##      162        0        2 
##                       
## Value        Non   Oui
## Frequency    125    37
## Proportion 0.772 0.228
## --------------------------------------------------------------------------------
## hospitalisation.. 
##        n  missing distinct 
##      162        0        2 
##                       
## Value        Non   Oui
## Frequency     23   139
## Proportion 0.142 0.858
## --------------------------------------------------------------------------------
## taille.du.drain 
##        n  missing distinct     Info     Mean      Gmd 
##       19      143        6    0.946    13.95    5.187 
##                                               
## Value        8.0   8.5  14.0  16.0  18.0  20.0
## Frequency      1     6     2     3     5     2
## Proportion 0.053 0.316 0.105 0.158 0.263 0.105
## 
## For the frequency table, variable is rounded to the nearest 0
## --------------------------------------------------------------------------------
## type.de.drain.initial 
##        n  missing distinct 
##      162        0        5 
##                                                                       
## Value             cook     Fuhrman     Monaldi PleuralVent  Pleurocath
## Frequency            7          85          22          41           7
## Proportion       0.043       0.525       0.136       0.253       0.043
## --------------------------------------------------------------------------------
## mise.en.aspiration..au.drainage.initial.. 
##        n  missing distinct 
##      162        0        3 
##                             
## Value              Non   Oui
## Frequency    136     3    23
## Proportion 0.840 0.019 0.142
## --------------------------------------------------------------------------------
## mise.en.aspiration..au.cours.de.la.prise.en.charge. 
##        n  missing distinct 
##      162        0        2 
##                       
## Value              Oui
## Frequency     89    73
## Proportion 0.549 0.451
## --------------------------------------------------------------------------------
## nombre.de.jours.de.drainage 
##        n  missing distinct     Info     Mean      Gmd      .05      .10 
##      162        0       12     0.97     4.34     2.71        2        2 
##      .25      .50      .75      .90      .95 
##        2        4        6        8        9 
##                                                                             
## Value          1     2     3     4     5     6     7     8     9    11    12
## Frequency      5    43    31    21    14    16    12     8     7     3     1
## Proportion 0.031 0.265 0.191 0.130 0.086 0.099 0.074 0.049 0.043 0.019 0.006
##                 
## Value         13
## Frequency      1
## Proportion 0.006
## 
## For the frequency table, variable is rounded to the nearest 0
## --------------------------------------------------------------------------------
## nombres.d.heures.de.bullage 
##        n  missing distinct     Info     Mean      Gmd 
##       53      109        9    0.961    51.23    53.49 
##                                                                 
## Value          1    12    24    48    72    96   120   144   168
## Frequency     15     1    11     4     8     4     8     1     1
## Proportion 0.283 0.019 0.208 0.075 0.151 0.075 0.151 0.019 0.019
## 
## For the frequency table, variable is rounded to the nearest 0
## --------------------------------------------------------------------------------
## oxygénothérapie 
##        n  missing distinct 
##      162        0        2 
##                       
## Value        Non   Oui
## Frequency    124    38
## Proportion 0.765 0.235
## --------------------------------------------------------------------------------
## NOMBRE.DE..CS_SUR.1.AN_.pour.psp 
##        n  missing distinct     Info     Mean      Gmd 
##      161        1        7    0.906    1.745    1.457 
##                                                     
## Value          0     1     2     3     4     5     6
## Frequency     21    70    32    17    12     6     3
## Proportion 0.130 0.435 0.199 0.106 0.075 0.037 0.019
## 
## For the frequency table, variable is rounded to the nearest 0
## --------------------------------------------------------------------------------
## DECOUVERTE.pathologie.sous.jacente 
##        n  missing distinct 
##      162        0        4 
##                                                                       
## Value                          emphyseme emphyseme+BPCO   endometriose
## Frequency             152              8              1              1
## Proportion          0.938          0.049          0.006          0.006
## --------------------------------------------------------------------------------
## Nbre.de.CHIRURGIE.sur.1.an 
##        n  missing distinct 
##      162        0        3 
##                             
## Value      XIR_0 XIR_1 XIR_2
## Frequency    105    50     7
## Proportion 0.648 0.309 0.043
## --------------------------------------------------------------------------------
## REDRAINAGE._SUR.1.AN. 
##        n  missing distinct 
##      162        0        3 
##                                                  
## Value      exsufflation          Non          Oui
## Frequency             1          130           31
## Proportion        0.006        0.802        0.191
## --------------------------------------------------------------------------------
## Nbre.RECIDIVE._SUR.REC_1.AN. 
##        n  missing distinct 
##      162        0        4 
##                                   
## Value      REC_0 REC_1 REC_2 REC_3
## Frequency    127    32     2     1
## Proportion 0.784 0.198 0.012 0.006
## --------------------------------------------------------------------------------
## coté.recidive 
##        n  missing distinct 
##      162        0        4 
##                                                                 
## Value                           controlaterale homolat+controlat
## Frequency                128                 4                 1
## Proportion             0.790             0.025             0.006
##                             
## Value           homolaterale
## Frequency                 29
## Proportion             0.179
## --------------------------------------------------------------------------------
## INFECTION. 
##        n  missing distinct 
##      162        0        2 
##                                 
## Value             Non parenchyme
## Frequency         154          8
## Proportion      0.951      0.049
## --------------------------------------------------------------------------------
## hemothorax.. 
##        n  missing distinct 
##      162        0        3 
##                                                                 
## Value            Epanchement hemothorax minime               Non
## Frequency                  1                 1               160
## Proportion             0.006             0.006             0.988
## --------------------------------------------------------------------------------
## décès. 
##        n  missing distinct    value 
##      162        0        1      Non 
##               
## Value      Non
## Frequency  162
## Proportion   1
## --------------------------------------------------------------------------------
## materiel.intrathoracique. 
##        n  missing distinct 
##      162        0        2 
##                       
## Value        Non   Oui
## Frequency    161     1
## Proportion 0.994 0.006
## --------------------------------------------------------------------------------
## œdème.de.rééxpansion. 
##        n  missing distinct 
##      162        0        2 
##                       
## Value        Non   Oui
## Frequency    157     5
## Proportion 0.969 0.031
## --------------------------------------------------------------------------------
## emphysème.sous.cutané. 
##        n  missing distinct 
##      162        0        2 
##                       
## Value        Non   Oui
## Frequency    154     8
## Proportion 0.951 0.049
## --------------------------------------------------------------------------------
## autres..complications 
##        n  missing distinct 
##      162        0        2 
##                                             
## Value                   Non suspi hémoptysie
## Frequency               161                1
## Proportion            0.994            0.006
## --------------------------------------------------------------------------------
## Déviation.médiastinale 
##        n  missing distinct 
##      155        7        2 
##                       
## Value        Non   Oui
## Frequency    116    39
## Proportion 0.748 0.252
## --------------------------------------------------------------------------------
## NHA 
##        n  missing distinct 
##      155        7        2 
##                       
## Value        Non   Oui
## Frequency    129    26
## Proportion 0.832 0.168
## --------------------------------------------------------------------------------
## Poumon.au.hile 
##        n  missing distinct 
##      155        7        2 
##                       
## Value        Non   Oui
## Frequency     97    58
## Proportion 0.626 0.374
## --------------------------------------------------------------------------------
## Ptx.de.grande.abondance. 
##        n  missing distinct    value 
##      162        0        1      Oui 
##               
## Value      Oui
## Frequency  162
## Proportion   1
## --------------------------------------------------------------------------------
## Ptx.persistant.de.grande..abondance.à.la.RT..post.drainage.immédiat 
##        n  missing distinct 
##      162        0        2 
##                       
## Value        Non   Oui
## Frequency    144    18
## Proportion 0.889 0.111
## --------------------------------------------------------------------------------
## drainage 
##        n  missing distinct 
##      162        0        3 
##                                         
## Value      anterieur axillaire        PV
## Frequency         34        87        41
## Proportion     0.210     0.537     0.253
## --------------------------------------------------------------------------------
## NOMBRE..DE.RT..SUR.1.AN. 
##        n  missing distinct 
##      162        0       28 
## 
## lowest : 10 11 12 13 14, highest: 6  7  8  9  NC
## --------------------------------------------------------------------------------
## NOMBRE.DE..TDM..SUR.1.AN. 
##        n  missing distinct 
##      162        0        4 
##                                   
## Value            TDM_0 TDM_1 TDM_2
## Frequency      1   122    34     5
## Proportion 0.006 0.753 0.210 0.031
## --------------------------------------------------------------------------------
## bons.de.transport. 
##        n  missing distinct 
##      162        0        2 
##                       
## Value              Non
## Frequency    121    41
## Proportion 0.747 0.253
## --------------------------------------------------------------------------------
## X.PALIER.1. 
##        n  missing distinct 
##      162        0        2 
##                       
## Value              Oui
## Frequency    158     4
## Proportion 0.975 0.025
## --------------------------------------------------------------------------------
## MORPHINIQUES 
##        n  missing distinct 
##      162        0        2 
##                       
## Value              Non
## Frequency    160     2
## Proportion 0.988 0.012
## --------------------------------------------------------------------------------
## DUREE..ARRET.DE.TRAVAIL_EN.JOURS_.1.AN 
##        n  missing distinct     Info     Mean      Gmd      .05      .10 
##       68       94       32    0.996    22.96    16.28      4.0      6.7 
##      .25      .50      .75      .90      .95 
##     12.0     21.0     30.0     42.0     53.3 
## 
## lowest :  2  3  4  5  6, highest: 52 54 57 58 82
## --------------------------------------------------------------------------------
## 
## Variables with all observations missing:
## 
## [1] CONSOMMATION..D.ANTALGIQUES..LE.PREMIER.MOIS.
## [2] doses.cumulées                               
## [3] doses.cumulées.1                             
## [4] DUREE..HOSPITALISATION..EN.JOURS.
describe(PV_Retro,PV_Retro$groupe.patient)
## 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 
## 
##  54  Variables      162  Observations
## --------------------------------------------------------------------------------
## numero.d.inclusion 
##        n  missing distinct     Info     Mean      Gmd      .05      .10 
##      162        0      123        1    53.49    43.36     5.00     9.00 
##      .25      .50      .75      .90      .95 
##    21.25    42.50    85.75   111.90   119.95 
## 
## lowest :   1   2   3   4   5, highest: 124 125 126 127 128
## --------------------------------------------------------------------------------
## groupe.patient 
##        n  missing distinct 
##      162        0        2 
##                       
## Value         PV Retro
## Frequency     41   121
## Proportion 0.253 0.747
## --------------------------------------------------------------------------------
## AGE 
##        n  missing distinct     Info     Mean      Gmd      .05      .10 
##      162        0       30    0.997     28.7    8.212    19.00    20.10 
##      .25      .50      .75      .90      .95 
##    23.00    27.00    33.00    38.00    42.95 
## 
## lowest : 18 19 20 21 22, highest: 43 44 47 53 54
## --------------------------------------------------------------------------------
## SEXE 
##        n  missing distinct 
##      162        0        2 
##                             
## Value       Féminin Masculin
## Frequency        25      137
## Proportion    0.154    0.846
## --------------------------------------------------------------------------------
## POIDS_kg 
##        n  missing distinct     Info     Mean      Gmd      .05      .10 
##      105       57       40    0.998     63.9    11.32     50.0     51.4 
##      .25      .50      .75      .90      .95 
##     58.0     63.0     69.0     77.0     81.8 
## 
## lowest : 45   46.5 48   50   51  , highest: 85   90   92   95   96  
## --------------------------------------------------------------------------------
## TAILLE_m 
##        n  missing distinct     Info     Mean      Gmd      .05      .10 
##      105       57       30    0.996    1.777  0.09252    1.650    1.694 
##      .25      .50      .75      .90      .95 
##    1.730    1.770    1.820    1.890    1.918 
## 
## lowest : 1.48 1.56 1.6  1.62 1.65, highest: 1.91 1.92 1.93 1.94 1.95
## --------------------------------------------------------------------------------
## IMC 
##        n  missing distinct     Info     Mean      Gmd      .05      .10 
##      105       57       62    0.999     20.2    2.882    16.74    17.38 
##      .25      .50      .75      .90      .95 
##    18.30    20.00    21.30    23.36    25.38 
## 
## lowest : 15.5 15.9 16.1 16.3 16.6, highest: 25.7 26.3 27.8 28.4 29.3
## --------------------------------------------------------------------------------
## TABAC. 
##        n  missing distinct 
##      162        0        4 
##                                   
## Value              Non   Oui sevré
## Frequency      9    23   119    11
## Proportion 0.056 0.142 0.735 0.068
## --------------------------------------------------------------------------------
## nbr.de.PA 
##        n  missing distinct     Info     Mean      Gmd      .05      .10 
##       79       83       20     0.98    10.66    7.823      2.0      3.7 
##      .25      .50      .75      .90      .95 
##      5.0     10.0     15.0     20.0     25.0 
##                                                                             
## Value       0.25  1.00  2.00  2.50  4.00  5.00  6.00  7.00  8.00  9.00 10.00
## Frequency      1     1     5     1     3    16     2     3     3     1    17
## Proportion 0.013 0.013 0.063 0.013 0.038 0.203 0.025 0.038 0.038 0.013 0.215
##                                                                 
## Value      11.00 12.00 14.00 15.00 18.00 20.00 22.00 25.00 30.00
## Frequency      1     1     1     7     2     7     1     4     2
## Proportion 0.013 0.013 0.013 0.089 0.025 0.089 0.013 0.051 0.025
## 
## For the frequency table, variable is rounded to the nearest 0
## --------------------------------------------------------------------------------
## cannabis. 
##        n  missing distinct 
##      162        0        4 
##                                   
## Value              Non   Oui sevré
## Frequency     38    41    71    12
## Proportion 0.235 0.253 0.438 0.074
## --------------------------------------------------------------------------------
## PROFESSION 
##        n  missing distinct 
##      162        0       71 
## 
## lowest :                          achalandage rayons       aeronautique/chômage     airbus                   airbus cablage avions   
## highest: stewart                  technicien               usine/chaines motorisées vente piece auto         web-designer            
## --------------------------------------------------------------------------------
## COMORBIDITES. 
##        n  missing distinct 
##      162        0        6 
##                                                                             
## Value                      Aucun      Autre CARDIOVASC      METAB      RESPI
## Frequency           3        117         30          5          3          4
## Proportion      0.019      0.722      0.185      0.031      0.019      0.025
## --------------------------------------------------------------------------------
## Ptx 
##        n  missing distinct 
##      162        0        2 
##                         
## Value       Droit Gauche
## Frequency      89     73
## Proportion  0.549  0.451
## --------------------------------------------------------------------------------
## durée.des.symptomes.avant.drainage_jour 
##        n  missing distinct     Info     Mean      Gmd      .05      .10 
##      137       25       10    0.468    1.672    1.223        1        1 
##      .25      .50      .75      .90      .95 
##        1        1        1        3        5 
##                                                                       
## Value          1     2     3     4     5     6     7     9    10    15
## Frequency    111    11     4     3     2     1     1     1     1     2
## Proportion 0.810 0.080 0.029 0.022 0.015 0.007 0.007 0.007 0.007 0.015
## 
## For the frequency table, variable is rounded to the nearest 0
## --------------------------------------------------------------------------------
## symptomes.dyspnée 
##        n  missing distinct 
##      162        0        3 
##                             
## Value              Non   Oui
## Frequency      6    73    83
## Proportion 0.037 0.451 0.512
## --------------------------------------------------------------------------------
## symptomes.douleurs.thoraciques 
##        n  missing distinct 
##      162        0        3 
##                             
## Value              Non   Oui
## Frequency      6     1   155
## Proportion 0.037 0.006 0.957
## --------------------------------------------------------------------------------
## ambulatoire._pleuralvent 
##        n  missing distinct 
##      162        0        2 
##                       
## Value        Non   Oui
## Frequency    125    37
## Proportion 0.772 0.228
## --------------------------------------------------------------------------------
## hospitalisation.. 
##        n  missing distinct 
##      162        0        2 
##                       
## Value        Non   Oui
## Frequency     23   139
## Proportion 0.142 0.858
## --------------------------------------------------------------------------------
## taille.du.drain 
##        n  missing distinct     Info     Mean      Gmd 
##       19      143        6    0.946    13.95    5.187 
##                                               
## Value        8.0   8.5  14.0  16.0  18.0  20.0
## Frequency      1     6     2     3     5     2
## Proportion 0.053 0.316 0.105 0.158 0.263 0.105
## 
## For the frequency table, variable is rounded to the nearest 0
## --------------------------------------------------------------------------------
## type.de.drain.initial 
##        n  missing distinct 
##      162        0        5 
##                                                                       
## Value             cook     Fuhrman     Monaldi PleuralVent  Pleurocath
## Frequency            7          85          22          41           7
## Proportion       0.043       0.525       0.136       0.253       0.043
## --------------------------------------------------------------------------------
## mise.en.aspiration..au.drainage.initial.. 
##        n  missing distinct 
##      162        0        3 
##                             
## Value              Non   Oui
## Frequency    136     3    23
## Proportion 0.840 0.019 0.142
## --------------------------------------------------------------------------------
## mise.en.aspiration..au.cours.de.la.prise.en.charge. 
##        n  missing distinct 
##      162        0        2 
##                       
## Value              Oui
## Frequency     89    73
## Proportion 0.549 0.451
## --------------------------------------------------------------------------------
## nombre.de.jours.de.drainage 
##        n  missing distinct     Info     Mean      Gmd      .05      .10 
##      162        0       12     0.97     4.34     2.71        2        2 
##      .25      .50      .75      .90      .95 
##        2        4        6        8        9 
##                                                                             
## Value          1     2     3     4     5     6     7     8     9    11    12
## Frequency      5    43    31    21    14    16    12     8     7     3     1
## Proportion 0.031 0.265 0.191 0.130 0.086 0.099 0.074 0.049 0.043 0.019 0.006
##                 
## Value         13
## Frequency      1
## Proportion 0.006
## 
## For the frequency table, variable is rounded to the nearest 0
## --------------------------------------------------------------------------------
## nombres.d.heures.de.bullage 
##        n  missing distinct     Info     Mean      Gmd 
##       53      109        9    0.961    51.23    53.49 
##                                                                 
## Value          1    12    24    48    72    96   120   144   168
## Frequency     15     1    11     4     8     4     8     1     1
## Proportion 0.283 0.019 0.208 0.075 0.151 0.075 0.151 0.019 0.019
## 
## For the frequency table, variable is rounded to the nearest 0
## --------------------------------------------------------------------------------
## oxygénothérapie 
##        n  missing distinct 
##      162        0        2 
##                       
## Value        Non   Oui
## Frequency    124    38
## Proportion 0.765 0.235
## --------------------------------------------------------------------------------
## NOMBRE.DE..CS_SUR.1.AN_.pour.psp 
##        n  missing distinct     Info     Mean      Gmd 
##      161        1        7    0.906    1.745    1.457 
##                                                     
## Value          0     1     2     3     4     5     6
## Frequency     21    70    32    17    12     6     3
## Proportion 0.130 0.435 0.199 0.106 0.075 0.037 0.019
## 
## For the frequency table, variable is rounded to the nearest 0
## --------------------------------------------------------------------------------
## DECOUVERTE.pathologie.sous.jacente 
##        n  missing distinct 
##      162        0        4 
##                                                                       
## Value                          emphyseme emphyseme+BPCO   endometriose
## Frequency             152              8              1              1
## Proportion          0.938          0.049          0.006          0.006
## --------------------------------------------------------------------------------
## Nbre.de.CHIRURGIE.sur.1.an 
##        n  missing distinct 
##      162        0        3 
##                             
## Value      XIR_0 XIR_1 XIR_2
## Frequency    105    50     7
## Proportion 0.648 0.309 0.043
## --------------------------------------------------------------------------------
## REDRAINAGE._SUR.1.AN. 
##        n  missing distinct 
##      162        0        3 
##                                                  
## Value      exsufflation          Non          Oui
## Frequency             1          130           31
## Proportion        0.006        0.802        0.191
## --------------------------------------------------------------------------------
## Nbre.RECIDIVE._SUR.REC_1.AN. 
##        n  missing distinct 
##      162        0        4 
##                                   
## Value      REC_0 REC_1 REC_2 REC_3
## Frequency    127    32     2     1
## Proportion 0.784 0.198 0.012 0.006
## --------------------------------------------------------------------------------
## coté.recidive 
##        n  missing distinct 
##      162        0        4 
##                                                                 
## Value                           controlaterale homolat+controlat
## Frequency                128                 4                 1
## Proportion             0.790             0.025             0.006
##                             
## Value           homolaterale
## Frequency                 29
## Proportion             0.179
## --------------------------------------------------------------------------------
## INFECTION. 
##        n  missing distinct 
##      162        0        2 
##                                 
## Value             Non parenchyme
## Frequency         154          8
## Proportion      0.951      0.049
## --------------------------------------------------------------------------------
## hemothorax.. 
##        n  missing distinct 
##      162        0        3 
##                                                                 
## Value            Epanchement hemothorax minime               Non
## Frequency                  1                 1               160
## Proportion             0.006             0.006             0.988
## --------------------------------------------------------------------------------
## décès. 
##        n  missing distinct    value 
##      162        0        1      Non 
##               
## Value      Non
## Frequency  162
## Proportion   1
## --------------------------------------------------------------------------------
## materiel.intrathoracique. 
##        n  missing distinct 
##      162        0        2 
##                       
## Value        Non   Oui
## Frequency    161     1
## Proportion 0.994 0.006
## --------------------------------------------------------------------------------
## œdème.de.rééxpansion. 
##        n  missing distinct 
##      162        0        2 
##                       
## Value        Non   Oui
## Frequency    157     5
## Proportion 0.969 0.031
## --------------------------------------------------------------------------------
## emphysème.sous.cutané. 
##        n  missing distinct 
##      162        0        2 
##                       
## Value        Non   Oui
## Frequency    154     8
## Proportion 0.951 0.049
## --------------------------------------------------------------------------------
## autres..complications 
##        n  missing distinct 
##      162        0        2 
##                                             
## Value                   Non suspi hémoptysie
## Frequency               161                1
## Proportion            0.994            0.006
## --------------------------------------------------------------------------------
## Déviation.médiastinale 
##        n  missing distinct 
##      155        7        2 
##                       
## Value        Non   Oui
## Frequency    116    39
## Proportion 0.748 0.252
## --------------------------------------------------------------------------------
## NHA 
##        n  missing distinct 
##      155        7        2 
##                       
## Value        Non   Oui
## Frequency    129    26
## Proportion 0.832 0.168
## --------------------------------------------------------------------------------
## Poumon.au.hile 
##        n  missing distinct 
##      155        7        2 
##                       
## Value        Non   Oui
## Frequency     97    58
## Proportion 0.626 0.374
## --------------------------------------------------------------------------------
## Ptx.de.grande.abondance. 
##        n  missing distinct    value 
##      162        0        1      Oui 
##               
## Value      Oui
## Frequency  162
## Proportion   1
## --------------------------------------------------------------------------------
## Ptx.persistant.de.grande..abondance.à.la.RT..post.drainage.immédiat 
##        n  missing distinct 
##      162        0        2 
##                       
## Value        Non   Oui
## Frequency    144    18
## Proportion 0.889 0.111
## --------------------------------------------------------------------------------
## drainage 
##        n  missing distinct 
##      162        0        3 
##                                         
## Value      anterieur axillaire        PV
## Frequency         34        87        41
## Proportion     0.210     0.537     0.253
## --------------------------------------------------------------------------------
## NOMBRE..DE.RT..SUR.1.AN. 
##        n  missing distinct 
##      162        0       28 
## 
## lowest : 10 11 12 13 14, highest: 6  7  8  9  NC
## --------------------------------------------------------------------------------
## NOMBRE.DE..TDM..SUR.1.AN. 
##        n  missing distinct 
##      162        0        4 
##                                   
## Value            TDM_0 TDM_1 TDM_2
## Frequency      1   122    34     5
## Proportion 0.006 0.753 0.210 0.031
## --------------------------------------------------------------------------------
## bons.de.transport. 
##        n  missing distinct 
##      162        0        2 
##                       
## Value              Non
## Frequency    121    41
## Proportion 0.747 0.253
## --------------------------------------------------------------------------------
## X.PALIER.1. 
##        n  missing distinct 
##      162        0        2 
##                       
## Value              Oui
## Frequency    158     4
## Proportion 0.975 0.025
## --------------------------------------------------------------------------------
## MORPHINIQUES 
##        n  missing distinct 
##      162        0        2 
##                       
## Value              Non
## Frequency    160     2
## Proportion 0.988 0.012
## --------------------------------------------------------------------------------
## DUREE..ARRET.DE.TRAVAIL_EN.JOURS_.1.AN 
##        n  missing distinct     Info     Mean      Gmd      .05      .10 
##       68       94       32    0.996    22.96    16.28      4.0      6.7 
##      .25      .50      .75      .90      .95 
##     12.0     21.0     30.0     42.0     53.3 
## 
## lowest :  2  3  4  5  6, highest: 52 54 57 58 82
## --------------------------------------------------------------------------------
## 
## Variables with all observations missing:
## 
## [1] CONSOMMATION..D.ANTALGIQUES..LE.PREMIER.MOIS.
## [2] doses.cumulées                               
## [3] doses.cumulées.1                             
## [4] DUREE..HOSPITALISATION..EN.JOURS.
by(PV_Retro,PV_Retro$groupe.patient, summarytools::descr,heading=FALSE,transpose =TRUE)
## PV_Retro$groupe.patient: PV
## For best results printing list objects with summarytools, use print(x); if by() was used, use stby() instead
## Non-numerical variable(s) ignored: groupe.patient, SEXE, TABAC., cannabis., PROFESSION, COMORBIDITES., Ptx, symptomes.dyspnée, symptomes.douleurs.thoraciques, ambulatoire._pleuralvent, hospitalisation.., type.de.drain.initial, mise.en.aspiration..au.drainage.initial.., mise.en.aspiration..au.cours.de.la.prise.en.charge., oxygénothérapie, DECOUVERTE.pathologie.sous.jacente, Nbre.de.CHIRURGIE.sur.1.an, REDRAINAGE._SUR.1.AN., Nbre.RECIDIVE._SUR.REC_1.AN., coté.recidive, INFECTION., hemothorax.., décès., materiel.intrathoracique., œdème.de.rééxpansion., emphysème.sous.cutané., autres..complications, Déviation.médiastinale, NHA, Poumon.au.hile, Ptx.de.grande.abondance., Ptx.persistant.de.grande..abondance.à.la.RT..post.drainage.immédiat, drainage, NOMBRE..DE.RT..SUR.1.AN., NOMBRE.DE..TDM..SUR.1.AN., bons.de.transport., CONSOMMATION..D.ANTALGIQUES..LE.PREMIER.MOIS., X.PALIER.1., doses.cumulées, MORPHINIQUES, doses.cumulées.1, DUREE..HOSPITALISATION..EN.JOURS.
## Group: groupe.patient = PV  
## 
##                                                  Mean   Std.Dev     Min      Q1   Median      Q3
## --------------------------------------------- ------- --------- ------- ------- -------- -------
##                                           AGE   27.83      7.57   18.00   22.00    26.00   32.00
##        DUREE..ARRET.DE.TRAVAIL_EN.JOURS_.1.AN   22.32     14.81    3.00   12.00    21.00   30.00
##       durée.des.symptomes.avant.drainage_jour    1.86      2.46    1.00    1.00     1.00    2.00
##                                           IMC   19.88      2.47   16.90   18.20    19.40   20.85
##                                     nbr.de.PA    9.22      7.42    1.00    5.00     7.50   10.00
##              NOMBRE.DE..CS_SUR.1.AN_.pour.psp    3.37      1.43    1.00    2.00     3.00    4.00
##                   nombre.de.jours.de.drainage    6.32      2.88    2.00    4.00     6.00    8.00
##                   nombres.d.heures.de.bullage      NA        NA      NA      NA       NA      NA
##                            numero.d.inclusion   21.00     11.98    1.00   11.00    21.00   31.00
##                                      POIDS_kg   62.50     11.44   45.00   54.50    61.50   70.00
##                               taille.du.drain      NA        NA      NA      NA       NA      NA
##                                      TAILLE_m    1.77      0.11    1.48    1.72     1.79    1.87
## 
## Table: Table continues below
## 
##  
## 
##                                                   Max     MAD     IQR     CV   Skewness
## --------------------------------------------- ------- ------- ------- ------ ----------
##                                           AGE   54.00    5.93   10.00   0.27       1.20
##        DUREE..ARRET.DE.TRAVAIL_EN.JOURS_.1.AN   58.00   13.34   17.00   0.66       0.95
##       durée.des.symptomes.avant.drainage_jour   15.00    0.00    1.00   1.32       4.22
##                                           IMC   27.80    2.08    2.63   0.12       1.61
##                                     nbr.de.PA   30.00    3.71    5.00   0.81       1.27
##              NOMBRE.DE..CS_SUR.1.AN_.pour.psp    6.00    1.48    2.00   0.42       0.06
##                   nombre.de.jours.de.drainage   13.00    2.97    4.00   0.46       0.46
##                   nombres.d.heures.de.bullage      NA      NA      NA     NA         NA
##                            numero.d.inclusion   41.00   14.83   20.00   0.57       0.00
##                                      POIDS_kg   95.00   12.60   15.25   0.18       0.66
##                               taille.du.drain      NA      NA      NA     NA         NA
##                                      TAILLE_m    1.95    0.11    0.15   0.06      -0.66
## 
## Table: Table continues below
## 
##  
## 
##                                                 SE.Skewness   Kurtosis   N.Valid   Pct.Valid
## --------------------------------------------- ------------- ---------- --------- -----------
##                                           AGE          0.37       1.61     41.00      100.00
##        DUREE..ARRET.DE.TRAVAIL_EN.JOURS_.1.AN          0.49       0.34     22.00       53.66
##       durée.des.symptomes.avant.drainage_jour          0.39      19.12     37.00       90.24
##                                           IMC          0.44       2.67     28.00       68.29
##                                     nbr.de.PA          0.54       1.00     18.00       43.90
##              NOMBRE.DE..CS_SUR.1.AN_.pour.psp          0.37      -0.97     41.00      100.00
##                   nombre.de.jours.de.drainage          0.37      -0.76     41.00      100.00
##                   nombres.d.heures.de.bullage            NA         NA      0.00          NA
##                            numero.d.inclusion          0.37      -1.29     41.00      100.00
##                                      POIDS_kg          0.44       0.26     28.00       68.29
##                               taille.du.drain            NA         NA      0.00          NA
##                                      TAILLE_m          0.44      -0.19     28.00       68.29
## ------------------------------------------------------------ 
## PV_Retro$groupe.patient: Retro
## For best results printing list objects with summarytools, use print(x); if by() was used, use stby() instead
## Group: groupe.patient = Retro  
## 
##                                                  Mean   Std.Dev     Min      Q1   Median      Q3
## --------------------------------------------- ------- --------- ------- ------- -------- -------
##                                           AGE   29.00      7.54   18.00   23.00    27.00   34.00
##        DUREE..ARRET.DE.TRAVAIL_EN.JOURS_.1.AN   23.26     15.48    2.00   12.00    21.00   30.00
##       durée.des.symptomes.avant.drainage_jour    1.60      2.02    1.00    1.00     1.00    1.00
##                                           IMC   20.32      2.74   15.50   18.50    20.10   21.70
##                                     nbr.de.PA   11.08      7.05    0.25    5.00    10.00   15.00
##              NOMBRE.DE..CS_SUR.1.AN_.pour.psp    1.19      0.84    0.00    1.00     1.00    2.00
##                   nombre.de.jours.de.drainage    3.67      1.96    1.00    2.00     3.00    5.00
##                   nombres.d.heures.de.bullage   51.23     47.86    1.00    1.00    24.00   96.00
##                            numero.d.inclusion   64.50     37.50    1.00   32.00    65.00   96.00
##                                      POIDS_kg   64.41      9.89   46.50   58.00    63.00   68.50
##                               taille.du.drain   13.95      4.60    8.00    8.50    16.00   18.00
##                                      TAILLE_m    1.78      0.07    1.62    1.73     1.77    1.81
## 
## Table: Table continues below
## 
##  
## 
##                                                    Max     MAD     IQR     CV   Skewness
## --------------------------------------------- -------- ------- ------- ------ ----------
##                                           AGE    54.00    7.41   11.00   0.26       1.01
##        DUREE..ARRET.DE.TRAVAIL_EN.JOURS_.1.AN    82.00   13.34   18.00   0.67       1.28
##       durée.des.symptomes.avant.drainage_jour    15.00    0.00    0.00   1.26       4.46
##                                           IMC    29.30    2.37    3.20   0.13       0.86
##                                     nbr.de.PA    30.00    7.41   10.00   0.64       0.74
##              NOMBRE.DE..CS_SUR.1.AN_.pour.psp     4.00    0.00    1.00   0.71       0.72
##                   nombre.de.jours.de.drainage     9.00    1.48    3.00   0.54       0.87
##                   nombres.d.heures.de.bullage   168.00   34.10   95.00   0.93       0.56
##                            numero.d.inclusion   128.00   47.44   64.00   0.58       0.00
##                                      POIDS_kg    96.00    7.41   10.50   0.15       0.96
##                               taille.du.drain    20.00    2.97    9.50   0.33      -0.20
##                                      TAILLE_m     1.95    0.06    0.08   0.04       0.53
## 
## Table: Table continues below
## 
##  
## 
##                                                 SE.Skewness   Kurtosis   N.Valid   Pct.Valid
## --------------------------------------------- ------------- ---------- --------- -----------
##                                           AGE          0.22       1.08    121.00      100.00
##        DUREE..ARRET.DE.TRAVAIL_EN.JOURS_.1.AN          0.35       2.69     46.00       38.02
##       durée.des.symptomes.avant.drainage_jour          0.24      22.12    100.00       82.64
##                                           IMC          0.27       0.93     77.00       63.64
##                                     nbr.de.PA          0.31      -0.36     61.00       50.41
##              NOMBRE.DE..CS_SUR.1.AN_.pour.psp          0.22       0.47    120.00       99.17
##                   nombre.de.jours.de.drainage          0.22      -0.24    121.00      100.00
##                   nombres.d.heures.de.bullage          0.33      -0.99     53.00       43.80
##                            numero.d.inclusion          0.22      -1.24    121.00      100.00
##                                      POIDS_kg          0.27       0.97     77.00       63.64
##                               taille.du.drain          0.52      -1.76     19.00       15.70
##                                      TAILLE_m          0.27      -0.10     77.00       63.64
by(PV_Retro,PV_Retro$groupe.patient , summarytools::freq)
## PV_Retro$groupe.patient: PV
## Variable(s) ignored: numero.d.inclusion, IMC
## Frequencies  
## PV_Retro$groupe.patient  
## Type: Factor  
## 
##               Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ----------- ------ --------- -------------- --------- --------------
##          PV     41    100.00         100.00    100.00         100.00
##       Retro      0      0.00         100.00      0.00         100.00
##        <NA>      0                               0.00         100.00
##       Total     41    100.00         100.00    100.00         100.00
## 
## PV_Retro$AGE  
## Type: Integer  
## 
##               Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ----------- ------ --------- -------------- --------- --------------
##          18      1      2.44           2.44      2.44           2.44
##          19      3      7.32           9.76      7.32           9.76
##          20      2      4.88          14.63      4.88          14.63
##          22      6     14.63          29.27     14.63          29.27
##          23      1      2.44          31.71      2.44          31.71
##          24      4      9.76          41.46      9.76          41.46
##          25      3      7.32          48.78      7.32          48.78
##          26      2      4.88          53.66      4.88          53.66
##          27      2      4.88          58.54      4.88          58.54
##          28      1      2.44          60.98      2.44          60.98
##          29      2      4.88          65.85      4.88          65.85
##          31      1      2.44          68.29      2.44          68.29
##          32      4      9.76          78.05      9.76          78.05
##          33      2      4.88          82.93      4.88          82.93
##          34      2      4.88          87.80      4.88          87.80
##          38      1      2.44          90.24      2.44          90.24
##          40      1      2.44          92.68      2.44          92.68
##          41      1      2.44          95.12      2.44          95.12
##          42      1      2.44          97.56      2.44          97.56
##          54      1      2.44         100.00      2.44         100.00
##        <NA>      0                               0.00         100.00
##       Total     41    100.00         100.00    100.00         100.00
## 
## PV_Retro$SEXE  
## Type: Factor  
## 
##                  Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## -------------- ------ --------- -------------- --------- --------------
##        Féminin      9     21.95          21.95     21.95          21.95
##       Masculin     32     78.05         100.00     78.05         100.00
##           <NA>      0                               0.00         100.00
##          Total     41    100.00         100.00    100.00         100.00
## 
## PV_Retro$POIDS_kg  
## Type: Numeric  
## 
##               Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ----------- ------ --------- -------------- --------- --------------
##          45      1      3.57           3.57      2.44           2.44
##          48      2      7.14          10.71      4.88           7.32
##          50      3     10.71          21.43      7.32          14.63
##          54      1      3.57          25.00      2.44          17.07
##          55      3     10.71          35.71      7.32          24.39
##          58      1      3.57          39.29      2.44          26.83
##          60      1      3.57          42.86      2.44          29.27
##          61      2      7.14          50.00      4.88          34.15
##          62      1      3.57          53.57      2.44          36.59
##          63      1      3.57          57.14      2.44          39.02
##          64      1      3.57          60.71      2.44          41.46
##          66      2      7.14          67.86      4.88          46.34
##          70      4     14.29          82.14      9.76          56.10
##          73      1      3.57          85.71      2.44          58.54
##          74      1      3.57          89.29      2.44          60.98
##          77      1      3.57          92.86      2.44          63.41
##          80      1      3.57          96.43      2.44          65.85
##          95      1      3.57         100.00      2.44          68.29
##        <NA>     13                              31.71         100.00
##       Total     41    100.00         100.00    100.00         100.00
## 
## PV_Retro$TAILLE_m  
## Type: Numeric  
## 
##               Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ----------- ------ --------- -------------- --------- --------------
##        1.48      1      3.57           3.57      2.44           2.44
##        1.56      1      3.57           7.14      2.44           4.88
##         1.6      1      3.57          10.71      2.44           7.32
##        1.62      1      3.57          14.29      2.44           9.76
##        1.65      1      3.57          17.86      2.44          12.20
##         1.7      1      3.57          21.43      2.44          14.63
##        1.72      2      7.14          28.57      4.88          19.51
##        1.74      2      7.14          35.71      4.88          24.39
##        1.75      2      7.14          42.86      4.88          29.27
##        1.77      1      3.57          46.43      2.44          31.71
##        1.78      1      3.57          50.00      2.44          34.15
##        1.79      2      7.14          57.14      4.88          39.02
##         1.8      1      3.57          60.71      2.44          41.46
##        1.82      2      7.14          67.86      4.88          46.34
##        1.85      1      3.57          71.43      2.44          48.78
##        1.87      2      7.14          78.57      4.88          53.66
##        1.88      1      3.57          82.14      2.44          56.10
##        1.89      1      3.57          85.71      2.44          58.54
##         1.9      1      3.57          89.29      2.44          60.98
##        1.91      2      7.14          96.43      4.88          65.85
##        1.95      1      3.57         100.00      2.44          68.29
##        <NA>     13                              31.71         100.00
##       Total     41    100.00         100.00    100.00         100.00
## 
## PV_Retro$TABAC.  
## Type: Factor  
## 
##                        Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## -------------------- ------ --------- -------------- --------- --------------
##       (Empty string)      4      9.76           9.76      9.76           9.76
##                  Non      7     17.07          26.83     17.07          26.83
##                  Oui     28     68.29          95.12     68.29          95.12
##                sevré      2      4.88         100.00      4.88         100.00
##                 <NA>      0                               0.00         100.00
##                Total     41    100.00         100.00    100.00         100.00
## 
## PV_Retro$nbr.de.PA  
## Type: Numeric  
## 
##               Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ----------- ------ --------- -------------- --------- --------------
##           1      1      5.56           5.56      2.44           2.44
##           2      2     11.11          16.67      4.88           7.32
##           4      1      5.56          22.22      2.44           9.76
##           5      4     22.22          44.44      9.76          19.51
##           7      1      5.56          50.00      2.44          21.95
##           8      1      5.56          55.56      2.44          24.39
##           9      1      5.56          61.11      2.44          26.83
##          10      3     16.67          77.78      7.32          34.15
##          15      1      5.56          83.33      2.44          36.59
##          18      1      5.56          88.89      2.44          39.02
##          20      1      5.56          94.44      2.44          41.46
##          30      1      5.56         100.00      2.44          43.90
##        <NA>     23                              56.10         100.00
##       Total     41    100.00         100.00    100.00         100.00
## 
## PV_Retro$cannabis.  
## Type: Factor  
## 
##                        Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## -------------------- ------ --------- -------------- --------- --------------
##       (Empty string)      8     19.51          19.51     19.51          19.51
##                  Non     11     26.83          46.34     26.83          46.34
##                  Oui     16     39.02          85.37     39.02          85.37
##                sevré      6     14.63         100.00     14.63         100.00
##                 <NA>      0                               0.00         100.00
##                Total     41    100.00         100.00    100.00         100.00
## 
## PV_Retro$PROFESSION  
## Type: Factor  
## 
##                                          Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## -------------------------------------- ------ --------- -------------- --------- --------------
##                         (Empty string)     16     39.02          39.02     39.02          39.02
##                     achalandage rayons      0      0.00          39.02      0.00          39.02
##                   aeronautique/chômage      0      0.00          39.02      0.00          39.02
##                                 airbus      0      0.00          39.02      0.00          39.02
##                  airbus cablage avions      0      0.00          39.02      0.00          39.02
##                   ajusteur aéronotique      0      0.00          39.02      0.00          39.02
##                         ancien peintre      0      0.00          39.02      0.00          39.02
##                      auto-entrepreneur      0      0.00          39.02      0.00          39.02
##                     auxilliaire de vie      1      2.44          41.46      2.44          41.46
##                               bâtiment      0      0.00          41.46      0.00          41.46
##                                boucher      1      2.44          43.90      2.44          43.90
##                                 bureau      0      0.00          43.90      0.00          43.90
##                 capitaine penitenciere      0      0.00          43.90      0.00          43.90
##                                cariste      0      0.00          43.90      0.00          43.90
##                      chauffeur-livreur      0      0.00          43.90      0.00          43.90
##                       chef de chantier      0      0.00          43.90      0.00          43.90
##                                chomage      0      0.00          43.90      0.00          43.90
##                                chômage      0      0.00          43.90      0.00          43.90
##                      chômage patissier      0      0.00          43.90      0.00          43.90
##                             commercial      0      0.00          43.90      0.00          43.90
##                            commerciale      0      0.00          43.90      0.00          43.90
##                          communication      1      2.44          46.34      2.44          46.34
##                          Communication      0      0.00          46.34      0.00          46.34
##                      déléguée médicale      0      0.00          46.34      0.00          46.34
##                                     DJ      0      0.00          46.34      0.00          46.34
##                        Doctorant Aibus      0      0.00          46.34      0.00          46.34
##                                eboueur      1      2.44          48.78      2.44          48.78
##                            électricien      2      4.88          53.66      4.88          53.66
##                            enseignante      1      2.44          56.10      2.44          56.10
##                               etudiant      2      4.88          60.98      4.88          60.98
##                               Etudiant      0      0.00          60.98      0.00          60.98
##                               étudiant      3      7.32          68.29      7.32          68.29
##                        étudiant chimie      0      0.00          68.29      0.00          68.29
##                  étudiant informatique      0      0.00          68.29      0.00          68.29
##                          étudiant ingé      0      0.00          68.29      0.00          68.29
##                      étudiant médecine      0      0.00          68.29      0.00          68.29
##                              etudiante      0      0.00          68.29      0.00          68.29
##                              étudiante      2      4.88          73.17      4.88          73.17
##                          etudiante ide      1      2.44          75.61      2.44          75.61
##                                finance      0      0.00          75.61      0.00          75.61
##            formation chauffeur-livreur      0      0.00          75.61      0.00          75.61
##           GEF Airbus (port de charges)      0      0.00          75.61      0.00          75.61
##                                    ide      1      2.44          78.05      2.44          78.05
##                          informaticien      1      2.44          80.49      2.44          80.49
##                              ingénieur      2      4.88          85.37      4.88          85.37
##                 ingénieur informatique      0      0.00          85.37      0.00          85.37
##                          ingénieur son      0      0.00          85.37      0.00          85.37
##                                 lycéen      0      0.00          85.37      0.00          85.37
##                                  maçon      0      0.00          85.37      0.00          85.37
##                            manutention      0      0.00          85.37      0.00          85.37
##                             mécanicien      0      0.00          85.37      0.00          85.37
##                mécanicien aéronautique      1      2.44          87.80      2.44          87.80
##                              menuisier      0      0.00          87.80      0.00          87.80
##                    Moniteur auto-école      0      0.00          87.80      0.00          87.80
##       organisateur de concerts/chômage      0      0.00          87.80      0.00          87.80
##                             Paysagiste      0      0.00          87.80      0.00          87.80
##                   peintre aeronautique      1      2.44          90.24      2.44          90.24
##                              pizzaiolo      0      0.00          90.24      0.00          90.24
##                              plaquiste      1      2.44          92.68      2.44          92.68
##                  préparateur commandes      0      0.00          92.68      0.00          92.68
##                 préparatrice commandes      0      0.00          92.68      0.00          92.68
##                      reconversion prof      1      2.44          95.12      2.44          95.12
##                 responsable de magasin      0      0.00          95.12      0.00          95.12
##          responsable équipe imprimerie      0      0.00          95.12      0.00          95.12
##                           restauration      0      0.00          95.12      0.00          95.12
##                            sans emploi      0      0.00          95.12      0.00          95.12
##                                stewart      0      0.00          95.12      0.00          95.12
##                             technicien      1      2.44          97.56      2.44          97.56
##               usine/chaines motorisées      0      0.00          97.56      0.00          97.56
##                       vente piece auto      0      0.00          97.56      0.00          97.56
##                           web-designer      1      2.44         100.00      2.44         100.00
##                                   <NA>      0                               0.00         100.00
##                                  Total     41    100.00         100.00    100.00         100.00
## 
## PV_Retro$COMORBIDITES.  
## Type: Factor  
## 
##                        Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## -------------------- ------ --------- -------------- --------- --------------
##       (Empty string)      3      7.32           7.32      7.32           7.32
##                Aucun     29     70.73          78.05     70.73          78.05
##                Autre      4      9.76          87.80      9.76          87.80
##           CARDIOVASC      1      2.44          90.24      2.44          90.24
##                METAB      1      2.44          92.68      2.44          92.68
##                RESPI      3      7.32         100.00      7.32         100.00
##                 <NA>      0                               0.00         100.00
##                Total     41    100.00         100.00    100.00         100.00
## 
## PV_Retro$Ptx  
## Type: Factor  
## 
##                Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ------------ ------ --------- -------------- --------- --------------
##        Droit     22     53.66          53.66     53.66          53.66
##       Gauche     19     46.34         100.00     46.34         100.00
##         <NA>      0                               0.00         100.00
##        Total     41    100.00         100.00    100.00         100.00
## 
## PV_Retro$durée.des.symptomes.avant.drainage_jour  
## Type: Integer  
## 
##               Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ----------- ------ --------- -------------- --------- --------------
##           1     27     72.97          72.97     65.85          65.85
##           2      4     10.81          83.78      9.76          75.61
##           3      3      8.11          91.89      7.32          82.93
##           4      1      2.70          94.59      2.44          85.37
##           6      1      2.70          97.30      2.44          87.80
##          15      1      2.70         100.00      2.44          90.24
##        <NA>      4                               9.76         100.00
##       Total     41    100.00         100.00    100.00         100.00
## 
## PV_Retro$symptomes.dyspnée  
## Type: Factor  
## 
##                        Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## -------------------- ------ --------- -------------- --------- --------------
##       (Empty string)      1      2.44           2.44      2.44           2.44
##                  Non     20     48.78          51.22     48.78          51.22
##                  Oui     20     48.78         100.00     48.78         100.00
##                 <NA>      0                               0.00         100.00
##                Total     41    100.00         100.00    100.00         100.00
## 
## PV_Retro$symptomes.douleurs.thoraciques  
## Type: Factor  
## 
##                        Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## -------------------- ------ --------- -------------- --------- --------------
##       (Empty string)      1      2.44           2.44      2.44           2.44
##                  Non      1      2.44           4.88      2.44           4.88
##                  Oui     39     95.12         100.00     95.12         100.00
##                 <NA>      0                               0.00         100.00
##                Total     41    100.00         100.00    100.00         100.00
## 
## PV_Retro$ambulatoire._pleuralvent  
## Type: Factor  
## 
##               Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ----------- ------ --------- -------------- --------- --------------
##         Non      4      9.76           9.76      9.76           9.76
##         Oui     37     90.24         100.00     90.24         100.00
##        <NA>      0                               0.00         100.00
##       Total     41    100.00         100.00    100.00         100.00
## 
## PV_Retro$hospitalisation..  
## Type: Factor  
## 
##               Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ----------- ------ --------- -------------- --------- --------------
##         Non     23     56.10          56.10     56.10          56.10
##         Oui     18     43.90         100.00     43.90         100.00
##        <NA>      0                               0.00         100.00
##       Total     41    100.00         100.00    100.00         100.00
## 
## PV_Retro$taille.du.drain  
## Type: Numeric  
## 
##               Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ----------- ------ --------- -------------- --------- --------------
##        <NA>     41                             100.00         100.00
##       Total     41      0.00         100.00    100.00         100.00
## 
## PV_Retro$type.de.drain.initial  
## Type: Factor  
## 
##                     Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ----------------- ------ --------- -------------- --------- --------------
##              cook      0      0.00           0.00      0.00           0.00
##           Fuhrman      0      0.00           0.00      0.00           0.00
##           Monaldi      0      0.00           0.00      0.00           0.00
##       PleuralVent     41    100.00         100.00    100.00         100.00
##        Pleurocath      0      0.00         100.00      0.00         100.00
##              <NA>      0                               0.00         100.00
##             Total     41    100.00         100.00    100.00         100.00
## 
## PV_Retro$mise.en.aspiration..au.drainage.initial..  
## Type: Factor  
## 
##                        Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## -------------------- ------ --------- -------------- --------- --------------
##       (Empty string)     36     87.80          87.80     87.80          87.80
##                  Non      0      0.00          87.80      0.00          87.80
##                  Oui      5     12.20         100.00     12.20         100.00
##                 <NA>      0                               0.00         100.00
##                Total     41    100.00         100.00    100.00         100.00
## 
## PV_Retro$mise.en.aspiration..au.cours.de.la.prise.en.charge.  
## Type: Factor  
## 
##                        Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## -------------------- ------ --------- -------------- --------- --------------
##       (Empty string)     30     73.17          73.17     73.17          73.17
##                  Oui     11     26.83         100.00     26.83         100.00
##                 <NA>      0                               0.00         100.00
##                Total     41    100.00         100.00    100.00         100.00
## 
## PV_Retro$nombre.de.jours.de.drainage  
## Type: Integer  
## 
##               Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ----------- ------ --------- -------------- --------- --------------
##           2      2      4.88           4.88      4.88           4.88
##           3      6     14.63          19.51     14.63          19.51
##           4      5     12.20          31.71     12.20          31.71
##           5      6     14.63          46.34     14.63          46.34
##           6      4      9.76          56.10      9.76          56.10
##           7      4      9.76          65.85      9.76          65.85
##           8      4      9.76          75.61      9.76          75.61
##           9      5     12.20          87.80     12.20          87.80
##          11      3      7.32          95.12      7.32          95.12
##          12      1      2.44          97.56      2.44          97.56
##          13      1      2.44         100.00      2.44         100.00
##        <NA>      0                               0.00         100.00
##       Total     41    100.00         100.00    100.00         100.00
## 
## PV_Retro$nombres.d.heures.de.bullage  
## Type: Integer  
## 
##               Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ----------- ------ --------- -------------- --------- --------------
##        <NA>     41                             100.00         100.00
##       Total     41      0.00         100.00    100.00         100.00
## 
## PV_Retro$oxygénothérapie  
## Type: Factor  
## 
##               Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ----------- ------ --------- -------------- --------- --------------
##         Non     37     90.24          90.24     90.24          90.24
##         Oui      4      9.76         100.00      9.76         100.00
##        <NA>      0                               0.00         100.00
##       Total     41    100.00         100.00    100.00         100.00
## 
## PV_Retro$NOMBRE.DE..CS_SUR.1.AN_.pour.psp  
## Type: Integer  
## 
##               Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ----------- ------ --------- -------------- --------- --------------
##           1      4      9.76           9.76      9.76           9.76
##           2      9     21.95          31.71     21.95          31.71
##           3      8     19.51          51.22     19.51          51.22
##           4     11     26.83          78.05     26.83          78.05
##           5      6     14.63          92.68     14.63          92.68
##           6      3      7.32         100.00      7.32         100.00
##        <NA>      0                               0.00         100.00
##       Total     41    100.00         100.00    100.00         100.00
## 
## PV_Retro$DECOUVERTE.pathologie.sous.jacente  
## Type: Factor  
## 
##                        Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## -------------------- ------ --------- -------------- --------- --------------
##       (Empty string)     39     95.12          95.12     95.12          95.12
##            emphyseme      1      2.44          97.56      2.44          97.56
##       emphyseme+BPCO      0      0.00          97.56      0.00          97.56
##         endometriose      1      2.44         100.00      2.44         100.00
##                 <NA>      0                               0.00         100.00
##                Total     41    100.00         100.00    100.00         100.00
## 
## PV_Retro$Nbre.de.CHIRURGIE.sur.1.an  
## Type: Factor  
## 
##               Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ----------- ------ --------- -------------- --------- --------------
##       XIR_0     27     65.85          65.85     65.85          65.85
##       XIR_1     13     31.71          97.56     31.71          97.56
##       XIR_2      1      2.44         100.00      2.44         100.00
##        <NA>      0                               0.00         100.00
##       Total     41    100.00         100.00    100.00         100.00
## 
## PV_Retro$REDRAINAGE._SUR.1.AN.  
## Type: Factor  
## 
##                      Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ------------------ ------ --------- -------------- --------- --------------
##       exsufflation      0      0.00           0.00      0.00           0.00
##                Non     33     80.49          80.49     80.49          80.49
##                Oui      8     19.51         100.00     19.51         100.00
##               <NA>      0                               0.00         100.00
##              Total     41    100.00         100.00    100.00         100.00
## 
## PV_Retro$Nbre.RECIDIVE._SUR.REC_1.AN.  
## Type: Factor  
## 
##               Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ----------- ------ --------- -------------- --------- --------------
##       REC_0     31     75.61          75.61     75.61          75.61
##       REC_1      9     21.95          97.56     21.95          97.56
##       REC_2      0      0.00          97.56      0.00          97.56
##       REC_3      1      2.44         100.00      2.44         100.00
##        <NA>      0                               0.00         100.00
##       Total     41    100.00         100.00    100.00         100.00
## 
## PV_Retro$coté.recidive  
## Type: Factor  
## 
##                           Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ----------------------- ------ --------- -------------- --------- --------------
##          (Empty string)     32     78.05          78.05     78.05          78.05
##          controlaterale      2      4.88          82.93      4.88          82.93
##       homolat+controlat      0      0.00          82.93      0.00          82.93
##            homolaterale      7     17.07         100.00     17.07         100.00
##                    <NA>      0                               0.00         100.00
##                   Total     41    100.00         100.00    100.00         100.00
## 
## PV_Retro$INFECTION.  
## Type: Factor  
## 
##                    Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ---------------- ------ --------- -------------- --------- --------------
##              Non     40     97.56          97.56     97.56          97.56
##       parenchyme      1      2.44         100.00      2.44         100.00
##             <NA>      0                               0.00         100.00
##            Total     41    100.00         100.00    100.00         100.00
## 
## PV_Retro$hemothorax..  
## Type: Factor  
## 
##                           Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ----------------------- ------ --------- -------------- --------- --------------
##             Epanchement      1      2.44           2.44      2.44           2.44
##       hemothorax minime      1      2.44           4.88      2.44           4.88
##                     Non     39     95.12         100.00     95.12         100.00
##                    <NA>      0                               0.00         100.00
##                   Total     41    100.00         100.00    100.00         100.00
## 
## PV_Retro$décès.  
## Type: Factor  
## 
##               Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ----------- ------ --------- -------------- --------- --------------
##         Non     41    100.00         100.00    100.00         100.00
##        <NA>      0                               0.00         100.00
##       Total     41    100.00         100.00    100.00         100.00
## 
## PV_Retro$materiel.intrathoracique.  
## Type: Factor  
## 
##               Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ----------- ------ --------- -------------- --------- --------------
##         Non     40     97.56          97.56     97.56          97.56
##         Oui      1      2.44         100.00      2.44         100.00
##        <NA>      0                               0.00         100.00
##       Total     41    100.00         100.00    100.00         100.00
## 
## PV_Retro$œdème.de.rééxpansion.  
## Type: Factor  
## 
##               Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ----------- ------ --------- -------------- --------- --------------
##         Non     39     95.12          95.12     95.12          95.12
##         Oui      2      4.88         100.00      4.88         100.00
##        <NA>      0                               0.00         100.00
##       Total     41    100.00         100.00    100.00         100.00
## 
## PV_Retro$emphysème.sous.cutané.  
## Type: Factor  
## 
##               Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ----------- ------ --------- -------------- --------- --------------
##         Non     40     97.56          97.56     97.56          97.56
##         Oui      1      2.44         100.00      2.44         100.00
##        <NA>      0                               0.00         100.00
##       Total     41    100.00         100.00    100.00         100.00
## 
## PV_Retro$autres..complications  
## Type: Factor  
## 
##                          Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ---------------------- ------ --------- -------------- --------- --------------
##                    Non     40     97.56          97.56     97.56          97.56
##       suspi hémoptysie      1      2.44         100.00      2.44         100.00
##                   <NA>      0                               0.00         100.00
##                  Total     41    100.00         100.00    100.00         100.00
## 
## PV_Retro$Déviation.médiastinale  
## Type: Factor  
## 
##               Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ----------- ------ --------- -------------- --------- --------------
##         Non     26     76.47          76.47     63.41          63.41
##         Oui      8     23.53         100.00     19.51          82.93
##        <NA>      7                              17.07         100.00
##       Total     41    100.00         100.00    100.00         100.00
## 
## PV_Retro$NHA  
## Type: Factor  
## 
##               Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ----------- ------ --------- -------------- --------- --------------
##         Non     27     79.41          79.41     65.85          65.85
##         Oui      7     20.59         100.00     17.07          82.93
##        <NA>      7                              17.07         100.00
##       Total     41    100.00         100.00    100.00         100.00
## 
## PV_Retro$Poumon.au.hile  
## Type: Factor  
## 
##               Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ----------- ------ --------- -------------- --------- --------------
##         Non     22     64.71          64.71     53.66          53.66
##         Oui     12     35.29         100.00     29.27          82.93
##        <NA>      7                              17.07         100.00
##       Total     41    100.00         100.00    100.00         100.00
## 
## PV_Retro$Ptx.de.grande.abondance.  
## Type: Factor  
## 
##               Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ----------- ------ --------- -------------- --------- --------------
##         Oui     41    100.00         100.00    100.00         100.00
##        <NA>      0                               0.00         100.00
##       Total     41    100.00         100.00    100.00         100.00
## 
## PV_Retro$Ptx.persistant.de.grande..abondance.à.la.RT..post.drainage.immédiat  
## Type: Factor  
## 
##               Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ----------- ------ --------- -------------- --------- --------------
##         Non     29     70.73          70.73     70.73          70.73
##         Oui     12     29.27         100.00     29.27         100.00
##        <NA>      0                               0.00         100.00
##       Total     41    100.00         100.00    100.00         100.00
## 
## PV_Retro$drainage  
## Type: Factor  
## 
##                   Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## --------------- ------ --------- -------------- --------- --------------
##       anterieur      0      0.00           0.00      0.00           0.00
##       axillaire      0      0.00           0.00      0.00           0.00
##              PV     41    100.00         100.00    100.00         100.00
##            <NA>      0                               0.00         100.00
##           Total     41    100.00         100.00    100.00         100.00
## 
## PV_Retro$NOMBRE..DE.RT..SUR.1.AN.  
## Type: Factor  
## 
##               Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ----------- ------ --------- -------------- --------- --------------
##          10      1      2.44           2.44      2.44           2.44
##          11      5     12.20          14.63     12.20          14.63
##          12      0      0.00          14.63      0.00          14.63
##          13      1      2.44          17.07      2.44          17.07
##          14      3      7.32          24.39      7.32          24.39
##          15      0      0.00          24.39      0.00          24.39
##          16      1      2.44          26.83      2.44          26.83
##          17      2      4.88          31.71      4.88          31.71
##          18      0      0.00          31.71      0.00          31.71
##          19      1      2.44          34.15      2.44          34.15
##          20      0      0.00          34.15      0.00          34.15
##          21      0      0.00          34.15      0.00          34.15
##          22      0      0.00          34.15      0.00          34.15
##          25      1      2.44          36.59      2.44          36.59
##          26      0      0.00          36.59      0.00          36.59
##          27      0      0.00          36.59      0.00          36.59
##          28      0      0.00          36.59      0.00          36.59
##          29      0      0.00          36.59      0.00          36.59
##           3      1      2.44          39.02      2.44          39.02
##          32      0      0.00          39.02      0.00          39.02
##          35      0      0.00          39.02      0.00          39.02
##           4      4      9.76          48.78      9.76          48.78
##           5      3      7.32          56.10      7.32          56.10
##           6      7     17.07          73.17     17.07          73.17
##           7      4      9.76          82.93      9.76          82.93
##           8      2      4.88          87.80      4.88          87.80
##           9      4      9.76          97.56      9.76          97.56
##          NC      1      2.44         100.00      2.44         100.00
##        <NA>      0                               0.00         100.00
##       Total     41    100.00         100.00    100.00         100.00
## 
## PV_Retro$NOMBRE.DE..TDM..SUR.1.AN.  
## Type: Factor  
## 
##                        Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## -------------------- ------ --------- -------------- --------- --------------
##       (Empty string)      0      0.00           0.00      0.00           0.00
##                TDM_0     35     85.37          85.37     85.37          85.37
##                TDM_1      6     14.63         100.00     14.63         100.00
##                TDM_2      0      0.00         100.00      0.00         100.00
##                 <NA>      0                               0.00         100.00
##                Total     41    100.00         100.00    100.00         100.00
## 
## PV_Retro$bons.de.transport.  
## Type: Factor  
## 
##                        Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## -------------------- ------ --------- -------------- --------- --------------
##       (Empty string)      0      0.00           0.00      0.00           0.00
##                  Non     41    100.00         100.00    100.00         100.00
##                 <NA>      0                               0.00         100.00
##                Total     41    100.00         100.00    100.00         100.00
## 
## PV_Retro$CONSOMMATION..D.ANTALGIQUES..LE.PREMIER.MOIS.  
## Type: Logical  
## 
##               Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ----------- ------ --------- -------------- --------- --------------
##        <NA>     41                             100.00         100.00
##       Total     41      0.00         100.00    100.00         100.00
## 
## PV_Retro$X.PALIER.1.  
## Type: Factor  
## 
##                        Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## -------------------- ------ --------- -------------- --------- --------------
##       (Empty string)     37     90.24          90.24     90.24          90.24
##                  Oui      4      9.76         100.00      9.76         100.00
##                 <NA>      0                               0.00         100.00
##                Total     41    100.00         100.00    100.00         100.00
## 
## PV_Retro$doses.cumulées  
## Type: Logical  
## 
##               Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ----------- ------ --------- -------------- --------- --------------
##        <NA>     41                             100.00         100.00
##       Total     41      0.00         100.00    100.00         100.00
## 
## PV_Retro$MORPHINIQUES  
## Type: Factor  
## 
##                        Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## -------------------- ------ --------- -------------- --------- --------------
##       (Empty string)     39     95.12          95.12     95.12          95.12
##                  Non      2      4.88         100.00      4.88         100.00
##                 <NA>      0                               0.00         100.00
##                Total     41    100.00         100.00    100.00         100.00
## 
## PV_Retro$doses.cumulées.1  
## Type: Logical  
## 
##               Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ----------- ------ --------- -------------- --------- --------------
##        <NA>     41                             100.00         100.00
##       Total     41      0.00         100.00    100.00         100.00
## 
## PV_Retro$DUREE..HOSPITALISATION..EN.JOURS.  
## Type: Logical  
## 
##               Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ----------- ------ --------- -------------- --------- --------------
##        <NA>     41                             100.00         100.00
##       Total     41      0.00         100.00    100.00         100.00
## 
## PV_Retro$DUREE..ARRET.DE.TRAVAIL_EN.JOURS_.1.AN  
## Type: Integer  
## 
##               Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ----------- ------ --------- -------------- --------- --------------
##           3      1      4.55           4.55      2.44           2.44
##           4      1      4.55           9.09      2.44           4.88
##           6      1      4.55          13.64      2.44           7.32
##           9      1      4.55          18.18      2.44           9.76
##          10      1      4.55          22.73      2.44          12.20
##          12      1      4.55          27.27      2.44          14.63
##          14      2      9.09          36.36      4.88          19.51
##          15      1      4.55          40.91      2.44          21.95
##          18      1      4.55          45.45      2.44          24.39
##          21      2      9.09          54.55      4.88          29.27
##          22      1      4.55          59.09      2.44          31.71
##          23      1      4.55          63.64      2.44          34.15
##          25      1      4.55          68.18      2.44          36.59
##          28      1      4.55          72.73      2.44          39.02
##          30      2      9.09          81.82      4.88          43.90
##          35      1      4.55          86.36      2.44          46.34
##          36      1      4.55          90.91      2.44          48.78
##          57      1      4.55          95.45      2.44          51.22
##          58      1      4.55         100.00      2.44          53.66
##        <NA>     19                              46.34         100.00
##       Total     41    100.00         100.00    100.00         100.00
## ------------------------------------------------------------ 
## PV_Retro$groupe.patient: Retro
## Variable(s) ignored: numero.d.inclusion, AGE, POIDS_kg, TAILLE_m, IMC
## Frequencies  
## PV_Retro$groupe.patient  
## Type: Factor  
## 
##               Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ----------- ------ --------- -------------- --------- --------------
##          PV      0      0.00           0.00      0.00           0.00
##       Retro    121    100.00         100.00    100.00         100.00
##        <NA>      0                               0.00         100.00
##       Total    121    100.00         100.00    100.00         100.00
## 
## PV_Retro$SEXE  
## Type: Factor  
## 
##                  Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## -------------- ------ --------- -------------- --------- --------------
##        Féminin     16     13.22          13.22     13.22          13.22
##       Masculin    105     86.78         100.00     86.78         100.00
##           <NA>      0                               0.00         100.00
##          Total    121    100.00         100.00    100.00         100.00
## 
## PV_Retro$TABAC.  
## Type: Factor  
## 
##                        Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## -------------------- ------ --------- -------------- --------- --------------
##       (Empty string)      5      4.13           4.13      4.13           4.13
##                  Non     16     13.22          17.36     13.22          17.36
##                  Oui     91     75.21          92.56     75.21          92.56
##                sevré      9      7.44         100.00      7.44         100.00
##                 <NA>      0                               0.00         100.00
##                Total    121    100.00         100.00    100.00         100.00
## 
## PV_Retro$nbr.de.PA  
## Type: Numeric  
## 
##               Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ----------- ------ --------- -------------- --------- --------------
##        0.25      1      1.64           1.64      0.83           0.83
##           2      3      4.92           6.56      2.48           3.31
##         2.5      1      1.64           8.20      0.83           4.13
##           4      2      3.28          11.48      1.65           5.79
##           5     12     19.67          31.15      9.92          15.70
##           6      2      3.28          34.43      1.65          17.36
##           7      2      3.28          37.70      1.65          19.01
##           8      2      3.28          40.98      1.65          20.66
##          10     14     22.95          63.93     11.57          32.23
##          11      1      1.64          65.57      0.83          33.06
##          12      1      1.64          67.21      0.83          33.88
##          14      1      1.64          68.85      0.83          34.71
##          15      6      9.84          78.69      4.96          39.67
##          18      1      1.64          80.33      0.83          40.50
##          20      6      9.84          90.16      4.96          45.45
##          22      1      1.64          91.80      0.83          46.28
##          25      4      6.56          98.36      3.31          49.59
##          30      1      1.64         100.00      0.83          50.41
##        <NA>     60                              49.59         100.00
##       Total    121    100.00         100.00    100.00         100.00
## 
## PV_Retro$cannabis.  
## Type: Factor  
## 
##                        Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## -------------------- ------ --------- -------------- --------- --------------
##       (Empty string)     30     24.79          24.79     24.79          24.79
##                  Non     30     24.79          49.59     24.79          49.59
##                  Oui     55     45.45          95.04     45.45          95.04
##                sevré      6      4.96         100.00      4.96         100.00
##                 <NA>      0                               0.00         100.00
##                Total    121    100.00         100.00    100.00         100.00
## 
## PV_Retro$PROFESSION  
## Type: Factor  
## 
##                                          Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## -------------------------------------- ------ --------- -------------- --------- --------------
##                         (Empty string)     61     50.41          50.41     50.41          50.41
##                     achalandage rayons      1      0.83          51.24      0.83          51.24
##                   aeronautique/chômage      1      0.83          52.07      0.83          52.07
##                                 airbus      1      0.83          52.89      0.83          52.89
##                  airbus cablage avions      1      0.83          53.72      0.83          53.72
##                   ajusteur aéronotique      1      0.83          54.55      0.83          54.55
##                         ancien peintre      1      0.83          55.37      0.83          55.37
##                      auto-entrepreneur      1      0.83          56.20      0.83          56.20
##                     auxilliaire de vie      0      0.00          56.20      0.00          56.20
##                               bâtiment      2      1.65          57.85      1.65          57.85
##                                boucher      0      0.00          57.85      0.00          57.85
##                                 bureau      1      0.83          58.68      0.83          58.68
##                 capitaine penitenciere      1      0.83          59.50      0.83          59.50
##                                cariste      1      0.83          60.33      0.83          60.33
##                      chauffeur-livreur      1      0.83          61.16      0.83          61.16
##                       chef de chantier      1      0.83          61.98      0.83          61.98
##                                chomage      2      1.65          63.64      1.65          63.64
##                                chômage      1      0.83          64.46      0.83          64.46
##                      chômage patissier      1      0.83          65.29      0.83          65.29
##                             commercial      1      0.83          66.12      0.83          66.12
##                            commerciale      1      0.83          66.94      0.83          66.94
##                          communication      0      0.00          66.94      0.00          66.94
##                          Communication      1      0.83          67.77      0.83          67.77
##                      déléguée médicale      1      0.83          68.60      0.83          68.60
##                                     DJ      1      0.83          69.42      0.83          69.42
##                        Doctorant Aibus      1      0.83          70.25      0.83          70.25
##                                eboueur      0      0.00          70.25      0.00          70.25
##                            électricien      0      0.00          70.25      0.00          70.25
##                            enseignante      0      0.00          70.25      0.00          70.25
##                               etudiant      1      0.83          71.07      0.83          71.07
##                               Etudiant      2      1.65          72.73      1.65          72.73
##                               étudiant      0      0.00          72.73      0.00          72.73
##                        étudiant chimie      1      0.83          73.55      0.83          73.55
##                  étudiant informatique      1      0.83          74.38      0.83          74.38
##                          étudiant ingé      1      0.83          75.21      0.83          75.21
##                      étudiant médecine      1      0.83          76.03      0.83          76.03
##                              etudiante      1      0.83          76.86      0.83          76.86
##                              étudiante      0      0.00          76.86      0.00          76.86
##                          etudiante ide      0      0.00          76.86      0.00          76.86
##                                finance      1      0.83          77.69      0.83          77.69
##            formation chauffeur-livreur      1      0.83          78.51      0.83          78.51
##           GEF Airbus (port de charges)      1      0.83          79.34      0.83          79.34
##                                    ide      0      0.00          79.34      0.00          79.34
##                          informaticien      2      1.65          80.99      1.65          80.99
##                              ingénieur      1      0.83          81.82      0.83          81.82
##                 ingénieur informatique      1      0.83          82.64      0.83          82.64
##                          ingénieur son      1      0.83          83.47      0.83          83.47
##                                 lycéen      2      1.65          85.12      1.65          85.12
##                                  maçon      2      1.65          86.78      1.65          86.78
##                            manutention      1      0.83          87.60      0.83          87.60
##                             mécanicien      1      0.83          88.43      0.83          88.43
##                mécanicien aéronautique      0      0.00          88.43      0.00          88.43
##                              menuisier      1      0.83          89.26      0.83          89.26
##                    Moniteur auto-école      1      0.83          90.08      0.83          90.08
##       organisateur de concerts/chômage      1      0.83          90.91      0.83          90.91
##                             Paysagiste      1      0.83          91.74      0.83          91.74
##                   peintre aeronautique      0      0.00          91.74      0.00          91.74
##                              pizzaiolo      1      0.83          92.56      0.83          92.56
##                              plaquiste      0      0.00          92.56      0.00          92.56
##                  préparateur commandes      1      0.83          93.39      0.83          93.39
##                 préparatrice commandes      1      0.83          94.21      0.83          94.21
##                      reconversion prof      0      0.00          94.21      0.00          94.21
##                 responsable de magasin      1      0.83          95.04      0.83          95.04
##          responsable équipe imprimerie      1      0.83          95.87      0.83          95.87
##                           restauration      1      0.83          96.69      0.83          96.69
##                            sans emploi      1      0.83          97.52      0.83          97.52
##                                stewart      1      0.83          98.35      0.83          98.35
##                             technicien      0      0.00          98.35      0.00          98.35
##               usine/chaines motorisées      1      0.83          99.17      0.83          99.17
##                       vente piece auto      1      0.83         100.00      0.83         100.00
##                           web-designer      0      0.00         100.00      0.00         100.00
##                                   <NA>      0                               0.00         100.00
##                                  Total    121    100.00         100.00    100.00         100.00
## 
## PV_Retro$COMORBIDITES.  
## Type: Factor  
## 
##                        Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## -------------------- ------ --------- -------------- --------- --------------
##       (Empty string)      0      0.00           0.00      0.00           0.00
##                Aucun     88     72.73          72.73     72.73          72.73
##                Autre     26     21.49          94.21     21.49          94.21
##           CARDIOVASC      4      3.31          97.52      3.31          97.52
##                METAB      2      1.65          99.17      1.65          99.17
##                RESPI      1      0.83         100.00      0.83         100.00
##                 <NA>      0                               0.00         100.00
##                Total    121    100.00         100.00    100.00         100.00
## 
## PV_Retro$Ptx  
## Type: Factor  
## 
##                Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ------------ ------ --------- -------------- --------- --------------
##        Droit     67     55.37          55.37     55.37          55.37
##       Gauche     54     44.63         100.00     44.63         100.00
##         <NA>      0                               0.00         100.00
##        Total    121    100.00         100.00    100.00         100.00
## 
## PV_Retro$durée.des.symptomes.avant.drainage_jour  
## Type: Integer  
## 
##               Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ----------- ------ --------- -------------- --------- --------------
##           1     84     84.00          84.00     69.42          69.42
##           2      7      7.00          91.00      5.79          75.21
##           3      1      1.00          92.00      0.83          76.03
##           4      2      2.00          94.00      1.65          77.69
##           5      2      2.00          96.00      1.65          79.34
##           7      1      1.00          97.00      0.83          80.17
##           9      1      1.00          98.00      0.83          80.99
##          10      1      1.00          99.00      0.83          81.82
##          15      1      1.00         100.00      0.83          82.64
##        <NA>     21                              17.36         100.00
##       Total    121    100.00         100.00    100.00         100.00
## 
## PV_Retro$symptomes.dyspnée  
## Type: Factor  
## 
##                        Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## -------------------- ------ --------- -------------- --------- --------------
##       (Empty string)      5      4.13           4.13      4.13           4.13
##                  Non     53     43.80          47.93     43.80          47.93
##                  Oui     63     52.07         100.00     52.07         100.00
##                 <NA>      0                               0.00         100.00
##                Total    121    100.00         100.00    100.00         100.00
## 
## PV_Retro$symptomes.douleurs.thoraciques  
## Type: Factor  
## 
##                        Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## -------------------- ------ --------- -------------- --------- --------------
##       (Empty string)      5      4.13           4.13      4.13           4.13
##                  Non      0      0.00           4.13      0.00           4.13
##                  Oui    116     95.87         100.00     95.87         100.00
##                 <NA>      0                               0.00         100.00
##                Total    121    100.00         100.00    100.00         100.00
## 
## PV_Retro$ambulatoire._pleuralvent  
## Type: Factor  
## 
##               Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ----------- ------ --------- -------------- --------- --------------
##         Non    121    100.00         100.00    100.00         100.00
##         Oui      0      0.00         100.00      0.00         100.00
##        <NA>      0                               0.00         100.00
##       Total    121    100.00         100.00    100.00         100.00
## 
## PV_Retro$hospitalisation..  
## Type: Factor  
## 
##               Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ----------- ------ --------- -------------- --------- --------------
##         Non      0      0.00           0.00      0.00           0.00
##         Oui    121    100.00         100.00    100.00         100.00
##        <NA>      0                               0.00         100.00
##       Total    121    100.00         100.00    100.00         100.00
## 
## PV_Retro$taille.du.drain  
## Type: Numeric  
## 
##               Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ----------- ------ --------- -------------- --------- --------------
##           8      1      5.26           5.26      0.83           0.83
##         8.5      6     31.58          36.84      4.96           5.79
##          14      2     10.53          47.37      1.65           7.44
##          16      3     15.79          63.16      2.48           9.92
##          18      5     26.32          89.47      4.13          14.05
##          20      2     10.53         100.00      1.65          15.70
##        <NA>    102                              84.30         100.00
##       Total    121    100.00         100.00    100.00         100.00
## 
## PV_Retro$type.de.drain.initial  
## Type: Factor  
## 
##                     Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ----------------- ------ --------- -------------- --------- --------------
##              cook      7      5.79           5.79      5.79           5.79
##           Fuhrman     85     70.25          76.03     70.25          76.03
##           Monaldi     22     18.18          94.21     18.18          94.21
##       PleuralVent      0      0.00          94.21      0.00          94.21
##        Pleurocath      7      5.79         100.00      5.79         100.00
##              <NA>      0                               0.00         100.00
##             Total    121    100.00         100.00    100.00         100.00
## 
## PV_Retro$mise.en.aspiration..au.drainage.initial..  
## Type: Factor  
## 
##                        Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## -------------------- ------ --------- -------------- --------- --------------
##       (Empty string)    100     82.64          82.64     82.64          82.64
##                  Non      3      2.48          85.12      2.48          85.12
##                  Oui     18     14.88         100.00     14.88         100.00
##                 <NA>      0                               0.00         100.00
##                Total    121    100.00         100.00    100.00         100.00
## 
## PV_Retro$mise.en.aspiration..au.cours.de.la.prise.en.charge.  
## Type: Factor  
## 
##                        Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## -------------------- ------ --------- -------------- --------- --------------
##       (Empty string)     59     48.76          48.76     48.76          48.76
##                  Oui     62     51.24         100.00     51.24         100.00
##                 <NA>      0                               0.00         100.00
##                Total    121    100.00         100.00    100.00         100.00
## 
## PV_Retro$nombre.de.jours.de.drainage  
## Type: Integer  
## 
##               Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ----------- ------ --------- -------------- --------- --------------
##           1      5      4.13           4.13      4.13           4.13
##           2     41     33.88          38.02     33.88          38.02
##           3     25     20.66          58.68     20.66          58.68
##           4     16     13.22          71.90     13.22          71.90
##           5      8      6.61          78.51      6.61          78.51
##           6     12      9.92          88.43      9.92          88.43
##           7      8      6.61          95.04      6.61          95.04
##           8      4      3.31          98.35      3.31          98.35
##           9      2      1.65         100.00      1.65         100.00
##        <NA>      0                               0.00         100.00
##       Total    121    100.00         100.00    100.00         100.00
## 
## PV_Retro$nombres.d.heures.de.bullage  
## Type: Integer  
## 
##               Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ----------- ------ --------- -------------- --------- --------------
##           1     15     28.30          28.30     12.40          12.40
##          12      1      1.89          30.19      0.83          13.22
##          24     11     20.75          50.94      9.09          22.31
##          48      4      7.55          58.49      3.31          25.62
##          72      8     15.09          73.58      6.61          32.23
##          96      4      7.55          81.13      3.31          35.54
##         120      8     15.09          96.23      6.61          42.15
##         144      1      1.89          98.11      0.83          42.98
##         168      1      1.89         100.00      0.83          43.80
##        <NA>     68                              56.20         100.00
##       Total    121    100.00         100.00    100.00         100.00
## 
## PV_Retro$oxygénothérapie  
## Type: Factor  
## 
##               Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ----------- ------ --------- -------------- --------- --------------
##         Non     87     71.90          71.90     71.90          71.90
##         Oui     34     28.10         100.00     28.10         100.00
##        <NA>      0                               0.00         100.00
##       Total    121    100.00         100.00    100.00         100.00
## 
## PV_Retro$NOMBRE.DE..CS_SUR.1.AN_.pour.psp  
## Type: Integer  
## 
##               Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ----------- ------ --------- -------------- --------- --------------
##           0     21     17.50          17.50     17.36          17.36
##           1     66     55.00          72.50     54.55          71.90
##           2     23     19.17          91.67     19.01          90.91
##           3      9      7.50          99.17      7.44          98.35
##           4      1      0.83         100.00      0.83          99.17
##        <NA>      1                               0.83         100.00
##       Total    121    100.00         100.00    100.00         100.00
## 
## PV_Retro$DECOUVERTE.pathologie.sous.jacente  
## Type: Factor  
## 
##                        Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## -------------------- ------ --------- -------------- --------- --------------
##       (Empty string)    113     93.39          93.39     93.39          93.39
##            emphyseme      7      5.79          99.17      5.79          99.17
##       emphyseme+BPCO      1      0.83         100.00      0.83         100.00
##         endometriose      0      0.00         100.00      0.00         100.00
##                 <NA>      0                               0.00         100.00
##                Total    121    100.00         100.00    100.00         100.00
## 
## PV_Retro$Nbre.de.CHIRURGIE.sur.1.an  
## Type: Factor  
## 
##               Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ----------- ------ --------- -------------- --------- --------------
##       XIR_0     78     64.46          64.46     64.46          64.46
##       XIR_1     37     30.58          95.04     30.58          95.04
##       XIR_2      6      4.96         100.00      4.96         100.00
##        <NA>      0                               0.00         100.00
##       Total    121    100.00         100.00    100.00         100.00
## 
## PV_Retro$REDRAINAGE._SUR.1.AN.  
## Type: Factor  
## 
##                      Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ------------------ ------ --------- -------------- --------- --------------
##       exsufflation      1      0.83           0.83      0.83           0.83
##                Non     97     80.17          80.99     80.17          80.99
##                Oui     23     19.01         100.00     19.01         100.00
##               <NA>      0                               0.00         100.00
##              Total    121    100.00         100.00    100.00         100.00
## 
## PV_Retro$Nbre.RECIDIVE._SUR.REC_1.AN.  
## Type: Factor  
## 
##               Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ----------- ------ --------- -------------- --------- --------------
##       REC_0     96     79.34          79.34     79.34          79.34
##       REC_1     23     19.01          98.35     19.01          98.35
##       REC_2      2      1.65         100.00      1.65         100.00
##       REC_3      0      0.00         100.00      0.00         100.00
##        <NA>      0                               0.00         100.00
##       Total    121    100.00         100.00    100.00         100.00
## 
## PV_Retro$coté.recidive  
## Type: Factor  
## 
##                           Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ----------------------- ------ --------- -------------- --------- --------------
##          (Empty string)     96     79.34          79.34     79.34          79.34
##          controlaterale      2      1.65          80.99      1.65          80.99
##       homolat+controlat      1      0.83          81.82      0.83          81.82
##            homolaterale     22     18.18         100.00     18.18         100.00
##                    <NA>      0                               0.00         100.00
##                   Total    121    100.00         100.00    100.00         100.00
## 
## PV_Retro$INFECTION.  
## Type: Factor  
## 
##                    Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ---------------- ------ --------- -------------- --------- --------------
##              Non    114     94.21          94.21     94.21          94.21
##       parenchyme      7      5.79         100.00      5.79         100.00
##             <NA>      0                               0.00         100.00
##            Total    121    100.00         100.00    100.00         100.00
## 
## PV_Retro$hemothorax..  
## Type: Factor  
## 
##                           Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ----------------------- ------ --------- -------------- --------- --------------
##             Epanchement      0      0.00           0.00      0.00           0.00
##       hemothorax minime      0      0.00           0.00      0.00           0.00
##                     Non    121    100.00         100.00    100.00         100.00
##                    <NA>      0                               0.00         100.00
##                   Total    121    100.00         100.00    100.00         100.00
## 
## PV_Retro$décès.  
## Type: Factor  
## 
##               Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ----------- ------ --------- -------------- --------- --------------
##         Non    121    100.00         100.00    100.00         100.00
##        <NA>      0                               0.00         100.00
##       Total    121    100.00         100.00    100.00         100.00
## 
## PV_Retro$materiel.intrathoracique.  
## Type: Factor  
## 
##               Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ----------- ------ --------- -------------- --------- --------------
##         Non    121    100.00         100.00    100.00         100.00
##         Oui      0      0.00         100.00      0.00         100.00
##        <NA>      0                               0.00         100.00
##       Total    121    100.00         100.00    100.00         100.00
## 
## PV_Retro$œdème.de.rééxpansion.  
## Type: Factor  
## 
##               Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ----------- ------ --------- -------------- --------- --------------
##         Non    118     97.52          97.52     97.52          97.52
##         Oui      3      2.48         100.00      2.48         100.00
##        <NA>      0                               0.00         100.00
##       Total    121    100.00         100.00    100.00         100.00
## 
## PV_Retro$emphysème.sous.cutané.  
## Type: Factor  
## 
##               Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ----------- ------ --------- -------------- --------- --------------
##         Non    114     94.21          94.21     94.21          94.21
##         Oui      7      5.79         100.00      5.79         100.00
##        <NA>      0                               0.00         100.00
##       Total    121    100.00         100.00    100.00         100.00
## 
## PV_Retro$autres..complications  
## Type: Factor  
## 
##                          Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ---------------------- ------ --------- -------------- --------- --------------
##                    Non    121    100.00         100.00    100.00         100.00
##       suspi hémoptysie      0      0.00         100.00      0.00         100.00
##                   <NA>      0                               0.00         100.00
##                  Total    121    100.00         100.00    100.00         100.00
## 
## PV_Retro$Déviation.médiastinale  
## Type: Factor  
## 
##               Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ----------- ------ --------- -------------- --------- --------------
##         Non     90     74.38          74.38     74.38          74.38
##         Oui     31     25.62         100.00     25.62         100.00
##        <NA>      0                               0.00         100.00
##       Total    121    100.00         100.00    100.00         100.00
## 
## PV_Retro$NHA  
## Type: Factor  
## 
##               Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ----------- ------ --------- -------------- --------- --------------
##         Non    102     84.30          84.30     84.30          84.30
##         Oui     19     15.70         100.00     15.70         100.00
##        <NA>      0                               0.00         100.00
##       Total    121    100.00         100.00    100.00         100.00
## 
## PV_Retro$Poumon.au.hile  
## Type: Factor  
## 
##               Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ----------- ------ --------- -------------- --------- --------------
##         Non     75     61.98          61.98     61.98          61.98
##         Oui     46     38.02         100.00     38.02         100.00
##        <NA>      0                               0.00         100.00
##       Total    121    100.00         100.00    100.00         100.00
## 
## PV_Retro$Ptx.de.grande.abondance.  
## Type: Factor  
## 
##               Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ----------- ------ --------- -------------- --------- --------------
##         Oui    121    100.00         100.00    100.00         100.00
##        <NA>      0                               0.00         100.00
##       Total    121    100.00         100.00    100.00         100.00
## 
## PV_Retro$Ptx.persistant.de.grande..abondance.à.la.RT..post.drainage.immédiat  
## Type: Factor  
## 
##               Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ----------- ------ --------- -------------- --------- --------------
##         Non    115     95.04          95.04     95.04          95.04
##         Oui      6      4.96         100.00      4.96         100.00
##        <NA>      0                               0.00         100.00
##       Total    121    100.00         100.00    100.00         100.00
## 
## PV_Retro$drainage  
## Type: Factor  
## 
##                   Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## --------------- ------ --------- -------------- --------- --------------
##       anterieur     34     28.10          28.10     28.10          28.10
##       axillaire     87     71.90         100.00     71.90         100.00
##              PV      0      0.00         100.00      0.00         100.00
##            <NA>      0                               0.00         100.00
##           Total    121    100.00         100.00    100.00         100.00
## 
## PV_Retro$NOMBRE..DE.RT..SUR.1.AN.  
## Type: Factor  
## 
##               Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ----------- ------ --------- -------------- --------- --------------
##          10      1      0.83           0.83      0.83           0.83
##          11      8      6.61           7.44      6.61           7.44
##          12      4      3.31          10.74      3.31          10.74
##          13      8      6.61          17.36      6.61          17.36
##          14      3      2.48          19.83      2.48          19.83
##          15      8      6.61          26.45      6.61          26.45
##          16      6      4.96          31.40      4.96          31.40
##          17      1      0.83          32.23      0.83          32.23
##          18      5      4.13          36.36      4.13          36.36
##          19      3      2.48          38.84      2.48          38.84
##          20      2      1.65          40.50      1.65          40.50
##          21      2      1.65          42.15      1.65          42.15
##          22      4      3.31          45.45      3.31          45.45
##          25      1      0.83          46.28      0.83          46.28
##          26      1      0.83          47.11      0.83          47.11
##          27      1      0.83          47.93      0.83          47.93
##          28      1      0.83          48.76      0.83          48.76
##          29      1      0.83          49.59      0.83          49.59
##           3      0      0.00          49.59      0.00          49.59
##          32      1      0.83          50.41      0.83          50.41
##          35      1      0.83          51.24      0.83          51.24
##           4      0      0.00          51.24      0.00          51.24
##           5     13     10.74          61.98     10.74          61.98
##           6     12      9.92          71.90      9.92          71.90
##           7     15     12.40          84.30     12.40          84.30
##           8     12      9.92          94.21      9.92          94.21
##           9      7      5.79         100.00      5.79         100.00
##          NC      0      0.00         100.00      0.00         100.00
##        <NA>      0                               0.00         100.00
##       Total    121    100.00         100.00    100.00         100.00
## 
## PV_Retro$NOMBRE.DE..TDM..SUR.1.AN.  
## Type: Factor  
## 
##                        Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## -------------------- ------ --------- -------------- --------- --------------
##       (Empty string)      1      0.83           0.83      0.83           0.83
##                TDM_0     87     71.90          72.73     71.90          72.73
##                TDM_1     28     23.14          95.87     23.14          95.87
##                TDM_2      5      4.13         100.00      4.13         100.00
##                 <NA>      0                               0.00         100.00
##                Total    121    100.00         100.00    100.00         100.00
## 
## PV_Retro$bons.de.transport.  
## Type: Factor  
## 
##                        Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## -------------------- ------ --------- -------------- --------- --------------
##       (Empty string)    121    100.00         100.00    100.00         100.00
##                  Non      0      0.00         100.00      0.00         100.00
##                 <NA>      0                               0.00         100.00
##                Total    121    100.00         100.00    100.00         100.00
## 
## PV_Retro$CONSOMMATION..D.ANTALGIQUES..LE.PREMIER.MOIS.  
## Type: Logical  
## 
##               Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ----------- ------ --------- -------------- --------- --------------
##        <NA>    121                             100.00         100.00
##       Total    121      0.00         100.00    100.00         100.00
## 
## PV_Retro$X.PALIER.1.  
## Type: Factor  
## 
##                        Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## -------------------- ------ --------- -------------- --------- --------------
##       (Empty string)    121    100.00         100.00    100.00         100.00
##                  Oui      0      0.00         100.00      0.00         100.00
##                 <NA>      0                               0.00         100.00
##                Total    121    100.00         100.00    100.00         100.00
## 
## PV_Retro$doses.cumulées  
## Type: Logical  
## 
##               Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ----------- ------ --------- -------------- --------- --------------
##        <NA>    121                             100.00         100.00
##       Total    121      0.00         100.00    100.00         100.00
## 
## PV_Retro$MORPHINIQUES  
## Type: Factor  
## 
##                        Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## -------------------- ------ --------- -------------- --------- --------------
##       (Empty string)    121    100.00         100.00    100.00         100.00
##                  Non      0      0.00         100.00      0.00         100.00
##                 <NA>      0                               0.00         100.00
##                Total    121    100.00         100.00    100.00         100.00
## 
## PV_Retro$doses.cumulées.1  
## Type: Logical  
## 
##               Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ----------- ------ --------- -------------- --------- --------------
##        <NA>    121                             100.00         100.00
##       Total    121      0.00         100.00    100.00         100.00
## 
## PV_Retro$DUREE..HOSPITALISATION..EN.JOURS.  
## Type: Logical  
## 
##               Freq   % Valid   % Valid Cum.   % Total   % Total Cum.
## ----------- ------ --------- -------------- --------- --------------
##        <NA>    121                             100.00         100.00
##       Total    121      0.00         100.00    100.00         100.00
#install.packages("gtsummary")
library(gtsummary)
#install.packages("flextable")
library(flextable)

PV_Retro %>% 
    tbl_summary() 
Characteristic N = 1621
numero.d.inclusion 43 (21, 86)
groupe.patient
    PV 41 (25%)
    Retro 121 (75%)
AGE 27 (23, 33)
SEXE
    Féminin 25 (15%)
    Masculin 137 (85%)
POIDS_kg 63 (58, 69)
    Unknown 57
TAILLE_m 1.77 (1.73, 1.82)
    Unknown 57
IMC 20.00 (18.30, 21.30)
    Unknown 57
TABAC.
     9 (5.6%)
    Non 23 (14%)
    Oui 119 (73%)
    sevré 11 (6.8%)
nbr.de.PA 10 (5, 15)
    Unknown 83
cannabis.
     38 (23%)
    Non 41 (25%)
    Oui 71 (44%)
    sevré 12 (7.4%)
PROFESSION
     77 (48%)
    achalandage rayons 1 (0.6%)
    aeronautique/chômage 1 (0.6%)
    airbus 1 (0.6%)
    airbus cablage avions 1 (0.6%)
    ajusteur aéronotique 1 (0.6%)
    ancien peintre 1 (0.6%)
    auto-entrepreneur 1 (0.6%)
    auxilliaire de vie 1 (0.6%)
    bâtiment 2 (1.2%)
    boucher 1 (0.6%)
    bureau 1 (0.6%)
    capitaine penitenciere 1 (0.6%)
    cariste 1 (0.6%)
    chauffeur-livreur 1 (0.6%)
    chef de chantier 1 (0.6%)
    chomage 2 (1.2%)
    chômage 1 (0.6%)
    chômage patissier 1 (0.6%)
    commercial 1 (0.6%)
    commerciale 1 (0.6%)
    communication 1 (0.6%)
    Communication 1 (0.6%)
    déléguée médicale 1 (0.6%)
    DJ 1 (0.6%)
    Doctorant Aibus 1 (0.6%)
    eboueur 1 (0.6%)
    électricien 2 (1.2%)
    enseignante 1 (0.6%)
    etudiant 3 (1.9%)
    Etudiant 2 (1.2%)
    étudiant 3 (1.9%)
    étudiant chimie 1 (0.6%)
    étudiant informatique 1 (0.6%)
    étudiant ingé 1 (0.6%)
    étudiant médecine 1 (0.6%)
    etudiante 1 (0.6%)
    étudiante 2 (1.2%)
    etudiante ide 1 (0.6%)
    finance 1 (0.6%)
    formation chauffeur-livreur 1 (0.6%)
    GEF Airbus (port de charges) 1 (0.6%)
    ide 1 (0.6%)
    informaticien 3 (1.9%)
    ingénieur 3 (1.9%)
    ingénieur informatique 1 (0.6%)
    ingénieur son 1 (0.6%)
    lycéen 2 (1.2%)
    maçon 2 (1.2%)
    manutention 1 (0.6%)
    mécanicien 1 (0.6%)
    mécanicien aéronautique 1 (0.6%)
    menuisier 1 (0.6%)
    Moniteur auto-école 1 (0.6%)
    organisateur de concerts/chômage 1 (0.6%)
    Paysagiste 1 (0.6%)
    peintre aeronautique 1 (0.6%)
    pizzaiolo 1 (0.6%)
    plaquiste 1 (0.6%)
    préparateur commandes 1 (0.6%)
    préparatrice commandes 1 (0.6%)
    reconversion prof 1 (0.6%)
    responsable de magasin 1 (0.6%)
    responsable équipe imprimerie 1 (0.6%)
    restauration 1 (0.6%)
    sans emploi 1 (0.6%)
    stewart 1 (0.6%)
    technicien 1 (0.6%)
    usine/chaines motorisées 1 (0.6%)
    vente piece auto 1 (0.6%)
    web-designer 1 (0.6%)
COMORBIDITES.
     3 (1.9%)
    Aucun 117 (72%)
    Autre 30 (19%)
    CARDIOVASC 5 (3.1%)
    METAB 3 (1.9%)
    RESPI 4 (2.5%)
Ptx
    Droit 89 (55%)
    Gauche 73 (45%)
durée.des.symptomes.avant.drainage_jour 1 (1, 1)
    Unknown 25
symptomes.dyspnée
     6 (3.7%)
    Non 73 (45%)
    Oui 83 (51%)
symptomes.douleurs.thoraciques
     6 (3.7%)
    Non 1 (0.6%)
    Oui 155 (96%)
ambulatoire._pleuralvent
    Non 125 (77%)
    Oui 37 (23%)
hospitalisation..
    Non 23 (14%)
    Oui 139 (86%)
taille.du.drain
    8 1 (5.3%)
    8.5 6 (32%)
    14 2 (11%)
    16 3 (16%)
    18 5 (26%)
    20 2 (11%)
    Unknown 143
type.de.drain.initial
    cook 7 (4.3%)
    Fuhrman 85 (52%)
    Monaldi 22 (14%)
    PleuralVent 41 (25%)
    Pleurocath 7 (4.3%)
mise.en.aspiration..au.drainage.initial..
     136 (84%)
    Non 3 (1.9%)
    Oui 23 (14%)
mise.en.aspiration..au.cours.de.la.prise.en.charge.
     89 (55%)
    Oui 73 (45%)
nombre.de.jours.de.drainage 4 (2, 6)
nombres.d.heures.de.bullage
    1 15 (28%)
    12 1 (1.9%)
    24 11 (21%)
    48 4 (7.5%)
    72 8 (15%)
    96 4 (7.5%)
    120 8 (15%)
    144 1 (1.9%)
    168 1 (1.9%)
    Unknown 109
oxygénothérapie
    Non 124 (77%)
    Oui 38 (23%)
NOMBRE.DE..CS_SUR.1.AN_.pour.psp
    0 21 (13%)
    1 70 (43%)
    2 32 (20%)
    3 17 (11%)
    4 12 (7.5%)
    5 6 (3.7%)
    6 3 (1.9%)
    Unknown 1
DECOUVERTE.pathologie.sous.jacente
     152 (94%)
    emphyseme 8 (4.9%)
    emphyseme+BPCO 1 (0.6%)
    endometriose 1 (0.6%)
Nbre.de.CHIRURGIE.sur.1.an
    XIR_0 105 (65%)
    XIR_1 50 (31%)
    XIR_2 7 (4.3%)
REDRAINAGE._SUR.1.AN.
    exsufflation 1 (0.6%)
    Non 130 (80%)
    Oui 31 (19%)
Nbre.RECIDIVE._SUR.REC_1.AN.
    REC_0 127 (78%)
    REC_1 32 (20%)
    REC_2 2 (1.2%)
    REC_3 1 (0.6%)
coté.recidive
     128 (79%)
    controlaterale 4 (2.5%)
    homolat+controlat 1 (0.6%)
    homolaterale 29 (18%)
INFECTION.
    Non 154 (95%)
    parenchyme 8 (4.9%)
hemothorax..
    Epanchement 1 (0.6%)
    hemothorax minime 1 (0.6%)
    Non 160 (99%)
décès.
    Non 162 (100%)
materiel.intrathoracique.
    Non 161 (99%)
    Oui 1 (0.6%)
œdème.de.rééxpansion.
    Non 157 (97%)
    Oui 5 (3.1%)
emphysème.sous.cutané.
    Non 154 (95%)
    Oui 8 (4.9%)
autres..complications
    Non 161 (99%)
    suspi hémoptysie 1 (0.6%)
Déviation.médiastinale
    Non 116 (75%)
    Oui 39 (25%)
    Unknown 7
NHA
    Non 129 (83%)
    Oui 26 (17%)
    Unknown 7
Poumon.au.hile
    Non 97 (63%)
    Oui 58 (37%)
    Unknown 7
Ptx.de.grande.abondance.
    Oui 162 (100%)
Ptx.persistant.de.grande..abondance.à.la.RT..post.drainage.immédiat
    Non 144 (89%)
    Oui 18 (11%)
drainage
    anterieur 34 (21%)
    axillaire 87 (54%)
    PV 41 (25%)
NOMBRE..DE.RT..SUR.1.AN.
    10 2 (1.2%)
    11 13 (8.0%)
    12 4 (2.5%)
    13 9 (5.6%)
    14 6 (3.7%)
    15 8 (4.9%)
    16 7 (4.3%)
    17 3 (1.9%)
    18 5 (3.1%)
    19 4 (2.5%)
    20 2 (1.2%)
    21 2 (1.2%)
    22 4 (2.5%)
    25 2 (1.2%)
    26 1 (0.6%)
    27 1 (0.6%)
    28 1 (0.6%)
    29 1 (0.6%)
    3 1 (0.6%)
    32 1 (0.6%)
    35 1 (0.6%)
    4 4 (2.5%)
    5 16 (9.9%)
    6 19 (12%)
    7 19 (12%)
    8 14 (8.6%)
    9 11 (6.8%)
    NC 1 (0.6%)
NOMBRE.DE..TDM..SUR.1.AN.
     1 (0.6%)
    TDM_0 122 (75%)
    TDM_1 34 (21%)
    TDM_2 5 (3.1%)
bons.de.transport.
     121 (75%)
    Non 41 (25%)
CONSOMMATION..D.ANTALGIQUES..LE.PREMIER.MOIS. 0 (NA%)
    Unknown 162
X.PALIER.1.
     158 (98%)
    Oui 4 (2.5%)
doses.cumulées 0 (NA%)
    Unknown 162
MORPHINIQUES
     160 (99%)
    Non 2 (1.2%)
doses.cumulées.1 0 (NA%)
    Unknown 162
DUREE..HOSPITALISATION..EN.JOURS. 0 (NA%)
    Unknown 162
DUREE..ARRET.DE.TRAVAIL_EN.JOURS_.1.AN 21 (12, 30)
    Unknown 94
1 Median (IQR); n (%)